tree
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Tree=0
num_leaves=15
num_cat=0
split_feature=71 159 110 119 63 14 89 108 115 136 70 140 12 96
split_gain=9150.67 6740.27 6170.88 3154.56 998.146 1158.58 1023.43 675.137 2219.82 626.602 569.304 384.473 309.965 305.73
threshold=0.059555224682132389 0.2526292293472418 0.267306337003197 -0.12698094796889123 0.25470270588284988 -0.16466714954302181 -0.0063593167596829358 2.0335514358621061 -0.20513725994839987 -0.0099946966475636806 -0.065067326716613069 0.52301313905989366 2.8162941832870971 0.0073560833909576259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 9 -4 5 -3 -6 12 10 -2 -9 -10 13 -1
right_child=1 4 3 -5 6 -7 -8 8 11 -11 -12 -13 -14 -15
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leaf_weight=1710.4894867055118 481.45215962454677 342.90214658901095 233.84123077988625 972.9574245326221 5.361654106527566 545.18272898718715 1363.6879562437534 2.6808270066976574 81.095016989856958 675.69026324152946 13.952486287802456 1.7669087424874295 6013.0340486317873 468.96194322407246
leaf_count=26242 7408 3743 2090 10678 34 6722 11563 44 1076 8399 81 11 69444 5764
internal_value=-2.96846 -2.85569 -2.73768 -2.57947 -2.97929 -2.89673 -3.03285 -3.0313 -2.77238 -2.90268 -1.71812 -2.984 -3.03445 -3.00214
internal_weight=0 4621.08 2363.94 1206.8 2257.13 888.085 1369.05 8291.98 99.4952 1157.14 16.6333 82.8619 8192.49 2179.45
internal_count=153299 50637 28575 12768 22062 10465 11597 102662 1212 15807 125 1087 101450 32006
is_linear=0
shrinkage=1


Tree=1
num_leaves=15
num_cat=0
split_feature=20 157 41 157 4 166 112 140 154 166 0 166 158 0
split_gain=44016.1 18350.1 12619.6 3807.29 11198.3 4657.08 1825.82 1472.44 1467.55 796.145 381.658 288.647 173.395 111.627
threshold=0.13478051506562969 -0.099281110099734768 0.059662604483161956 -0.16028705083366404 0.048547188060994166 -0.18341395873882624 -0.13522998536083827 0.10182349020639415 -0.039593744227397809 -0.20073228328210405 3.7404502989726778 -0.19467877325299046 -0.11977255484183473 4.3072067478655827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 9 12 5 -5 -4 11 -6 -3 -9 -2 13 -1
right_child=1 2 6 4 8 -7 -8 10 -10 -11 -12 -13 -14 -15
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leaf_weight=12357.844480738044 60.510957911610603 216.28414756059647 1919.8256113380194 1791.2701866477728 14399.907161697745 4880.7313305586576 753.59230574965477 2599.298045784235 1321.7634783983231 8173.839801877737 468.04861977696419 280.19733245670795 416.77226737141609 1864.904009744525
leaf_count=37861 191 717 4695 6547 31312 16145 2547 6473 3720 32571 1588 1018 1319 6595
internal_value=-1.33093 -1.18305 -1.12055 -1.38872 -1.3628 -1.25425 -1.30975 -1.38594 -1.40887 -1.06026 -1.40784 -1.18872 -1.42838 -1.43024
internal_weight=0 14471.6 11063.5 37033.2 22393.7 6672 2673.42 3408.05 15721.7 8390.12 3067.35 340.708 14639.5 14222.7
internal_count=153299 49800 40530 103499 57724 22692 7242 9270 35032 33288 8061 1209 45775 44456
is_linear=0
shrinkage=1


Tree=2
num_leaves=15
num_cat=0
split_feature=34 139 125 67 42 125 80 52 139 174 173 97 114 70
split_gain=100474 9887.03 4613.33 3302.65 3110.81 1926.24 1871.7 831.963 999.096 558.892 527.303 524.902 490.47 186.585
threshold=0.14076347592311633 -0.058414707133075387 -0.13228496974629203 0.055858067383483485 0.046138771145212643 -0.10094545204072992 0.016278942324562947 0.079206720078888807 -0.15452786962807971 0.013427916549829286 0.24049324944629685 0.53598555222209743 18.308642808918588 -0.066402769451758187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 9 11 -6 -4 -9 -2 -5 -3 -1 -7
right_child=1 5 7 10 6 13 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-1.2369362785389657 -1.2256965135542388 -1.0343560088842783 -1.265526969987429 -1.0915217991694051 -0.92494995038827277 -1.0021840556694164 -1.052757477575438 -1.0998783172815993 -1.2437124734294485 -1.0652212779036012 -0.97551118568473605 -1.2027143325401133 -1.0135464087227781 -1.2401485727225916
leaf_weight=1950.5502176880836 307.52648252248764 1056.0751232504845 30976.401984095573 775.84229439496994 15276.877957701683 33.779270946979523 1238.7534196972847 660.1820712685585 1798.6786085367203 737.46904301643372 791.51587641239166 224.56459206342697 103.49968600273132 1341.712632060051
leaf_count=6748 1062 2423 93901 2080 29919 80 2693 1814 4806 1952 1635 435 239 3512
internal_value=-1.15164 -0.972321 -1.24947 -1.14226 -0.945123 -1.15213 -0.934536 -1.26108 -1.20509 -1.11245 -1.03294 -1.06388 -1.22568 -1.2343
internal_weight=0 20216.8 37056.7 3621.41 17560.6 2656.13 16515.6 33435.3 2458.86 1045 1567.36 1280.64 2054.05 1375.49
internal_count=153299 42076 111223 10702 35626 6450 32612 100521 6620 3014 3715 2858 6987 3592
is_linear=0
shrinkage=1


Tree=3
num_leaves=15
num_cat=0
split_feature=161 73 161 91 1 13 103 19 13 103 151 13 65 135
split_gain=87113.2 13075.1 4166.85 2635.98 2481.7 2161.22 4419.78 1503.76 931.878 3151.15 888.27 383.011 381.159 379.148
threshold=-0.20235366314441608 0.17025614571855413 -0.10576448822306175 0.029156735709965371 -0.033198457708756866 -0.12953052167315585 0.26982364707968298 0.08054801797872034 -0.12325591557872891 0.10974696090489867 0.04650795992422093 -0.0042604174021438363 0.052116914729409207 0.044837012359668631
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 13 10 6 -2 -6 9 -4 -1 -7 -5 -3
right_child=2 3 8 12 7 11 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-1.2417963971900849 -1.3612204648579831 -1.3522335729231656 -1.5071349476195699 -1.5074815640693013 -1.3486498554652511 -1.6038109723648308 -1.6788412412589149 -1.6404856367762557 -1.7091476897442996 -1.6973502528005402 -1.3602950359663883 -1.700678496899042 -1.6665351833894535 -1.4953468555153844
leaf_weight=5625.9200310707092 957.0851891040802 441.40912663936615 1044.3288744688034 173.28951692581177 565.38699531555176 658.61994969844818 807.95239055156708 256.73999857902527 23277.294039130211 5245.0025215148926 712.72301316261292 1073.4766503572464 1154.1321398019791 318.82875406742096
leaf_count=27283 4412 1973 4522 582 2549 2626 2080 1091 80942 13758 3287 4236 2847 1111
internal_value=-1.61182 -1.34052 -1.68771 -1.56073 -1.27632 -1.58449 -1.50661 -1.43979 -1.69992 -1.66577 -1.25512 -1.66385 -1.64577 -1.41225
internal_weight=0 9248.43 33063.8 2087.66 7160.77 3497.13 1765.04 822.127 29566.6 6289.33 6338.64 1732.1 1327.42 760.238
internal_count=153299 40723 112576 6513 34210 13354 6492 3640 99222 18280 30570 6862 3429 3084
is_linear=0
shrinkage=1


Tree=4
num_leaves=15
num_cat=0
split_feature=88 64 73 136 88 158 95 88 73 151 23 10 118 73
split_gain=98486.2 13782.3 5538.62 1855.56 1395.33 1103.69 943.986 834.888 805.325 792.156 629.266 601.986 419.453 158.72
threshold=0.010742801077921841 0.12149788529581164 0.56168257667700094 0.21648444144140627 0.0061039888372405099 0.0037298692047026166 0.20131409024682825 0.0047725261483325615 0.14290016933157493 -0.083281093736058895 0.066186373713048738 -0.16585473974010748 0.17246635189954898 0.28123223146635939
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 6 11 12 -5 13 -8 -2 -10 -6 -3 -4 -1
right_child=1 3 4 5 10 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-1.8722659098257282 -1.8578650803886654 -1.6533966860701175 -1.7965078514605095 -1.3368420062452222 -1.8142461986910674 -1.5642707473648394 -1.8349725111925739 -1.6874022092202694 -1.536414970122818 -1.7876493259067321 -1.4956754692441874 -1.4565016408660814 -1.6662701758164782 -1.839163156561769
leaf_weight=25182.623153686523 507.42925272881985 229.51793879270554 563.88821469247341 4688.5480926632881 71.713395595550537 223.55642598867416 1777.0544229000807 488.84339126944542 219.3483055382967 293.34110100567341 457.98383514583111 480.07646602392197 440.4499988257885 1536.8408537507057
leaf_count=111951 2078 644 2073 13550 262 760 7916 1623 756 1170 1357 1544 1619 5996
internal_value=-1.77936 -1.43039 -1.85531 -1.36903 -1.67013 -1.34719 -1.86511 -1.80314 -1.76856 -1.68016 -1.53881 -1.52019 -1.73939 -1.87036
internal_weight=0 6641.82 30519.4 5621.7 1534.04 4912.1 28985.4 2265.9 1020.12 512.689 529.697 709.594 1004.34 26719.5
internal_count=153299 20502 132797 16498 5311 14310 127486 9539 4004 1926 1619 2188 3692 117947
is_linear=0
shrinkage=1


Tree=5
num_leaves=15
num_cat=0
split_feature=80 94 69 67 61 11 97 105 92 158 14 80 94 121
split_gain=7227.42 5026.67 3127.82 2286.81 1305.59 765.402 824.088 641.505 404.157 402.049 283.143 286.804 181.902 154.107
threshold=0.083445926416619798 0.11117646207306568 0.11980884511828237 -0.054190127328530201 0.32693987751737613 -0.25300016215696525 0.56038525215514978 4.1460476922716234 -0.079917881207003702 0.11544752079503252 -0.024449845022852402 -0.24413209006593986 0.020665525407841393 -0.15751563837293128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 6 -3 8 9 -1 11 -9 -10 -7
right_child=1 5 3 -5 -6 13 -8 10 12 -11 -12 -13 -14 -15
leaf_value=0.32379228480755917 0.051625614707213524 0.39243011754739054 0.50312095750454044 0.20897283225647534 0.2857166872303768 0.12976491866876869 -0.069403152112881603 1.3851195668265435 -0.03449281580418178 -0.084184797595414709 -0.076804420545540611 -0.032049971383059449 0.067300019395359498 -0.062133023813250789
leaf_weight=78.989620495587587 1389.3880552351475 82.476823825389147 386.86544465273619 834.24590708315372 287.56398028507829 43.038696069270372 72.688520524650812 1.4291997402906407 553.76570368558168 34.795527327805758 5613.4325589723885 1765.4835490994155 257.03496509045362 1513.4191188551486
leaf_count=522 17737 572 2598 6471 2542 350 501 10 8883 564 68625 27590 3105 13229
internal_value=0 0.100167 0.180419 0.302163 0.0917676 -0.0357128 0.17608 -0.0559783 0.0225447 0.199033 -0.0658154 -0.0309037 -0.00222309 -0.0568267
internal_weight=0 4609.69 2898.06 1221.11 1676.95 1711.62 155.165 8304.93 924.586 113.785 7380.35 1766.91 810.801 1556.46
internal_count=153299 44000 29348 9069 20279 14652 1073 109299 13074 1086 96225 27600 11988 13579
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=15
num_cat=0
split_feature=155 157 115 157 115 44 14 160 14 156 109 160 115 59
split_gain=22917.4 29338.3 4834.5 10102.9 3286.77 1773.14 1523.17 1223.32 884.498 659.474 413.993 276.755 229.499 97.2596
threshold=0.086269184564296497 -0.095218053306839898 0.24577049011447047 -0.077856158810484494 0.10487752595793308 0.17445735860736902 -0.082090325809007103 -0.22223416952577252 -0.0038511892041103125 2.701269089245828 -0.1878620940996403 -0.21739348835933839 0.36806605756569344 0.8412450540096621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 8 -5 7 9 -3 -1 -2 -7 -8 13 -4
right_child=1 5 12 4 -6 10 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.088672521605350663 -0.091453594349891865 0.0043610323875712771 -0.069920563450151907 0.11400540251824223 -0.0095645823087903026 -0.01324085930809156 -0.047383421062053392 0.21909793765997457 0.059092001711184505 0.047188711869285943 0.12839596587440019 0.13819239668863617 -0.095709151345475613 0.020053755502079891
leaf_weight=9532.0310873538256 5724.7615583986044 273.14961828291416 3477.5055417716503 5326.3986495137215 3612.3109424710274 397.87502285838127 101.23067173361778 9224.9823147952557 423.07479338347912 364.96095308661461 428.74640411138535 389.8341485708952 11597.435103014112 124.44134964048862
leaf_count=33335 17920 968 8242 17528 9356 997 397 32555 1356 1401 1367 1344 26155 378
internal_value=0 0.0955246 -0.0468767 -0.0131017 0.0640683 0.200697 -0.069483 0.212922 -0.0823928 -0.0831447 0.0602224 0.0999368 -0.0888611 -0.0668121
internal_weight=0 16905.5 34093.2 18893.8 8938.71 10324.8 6580.79 9498.13 9955.11 6089.72 826.621 491.065 15199.4 3601.95
internal_count=153299 56949 96350 61575 26884 35887 21062 33523 34691 19321 2364 1741 34775 8620
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=15
num_cat=0
split_feature=53 71 113 115 115 123 118 115 130 14 14 123 174 53
split_gain=71499.6 8988.9 4462.28 4191.47 3967.53 2068.33 1033.66 816.179 586.843 558.45 397.449 385.432 336.559 233.2
threshold=0.12554930859452482 0.021956525091549862 -0.11807620264508202 0.064705483694736568 0.041409066392342223 439.50000000000006 0.0042670868187091341 0.24577049011447047 -0.21080036528970933 0.1110067417587335 0.26763655359244926 280.50000000000006 0.12984925037596201 0.043523152191601792
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 -1 6 -3 -5 -6 -7 -2 12 -4 -13
right_child=1 5 11 7 8 9 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.097191727948748807 -0.10456639579273211 0.16323030247453024 -0.082299052235189463 0.13896734550213599 0.13983231748031905 -0.074913956391278583 0.021014220940095585 0.19410607387098863 0.040058298830258354 0.033103560149435683 0.023823376770885869 -0.10900621971722409 0.078033943456937635 -0.077851297028466437
leaf_weight=2106.3649262189865 395.73973473906517 970.27335858345032 350.38013960421085 3352.4514732956886 1219.5084256231785 1860.5022853165865 1079.8619118183851 13474.861987411976 1141.1107775568962 644.40141378343105 617.08706384897232 26547.263855710626 209.02860407531261 2641.6317175328732
leaf_count=7917 1378 1884 1264 6970 2680 4554 2463 23433 3115 1489 1744 85998 461 7949
internal_value=0 0.139217 -0.0906168 0.171229 0.00257812 0.0138363 0.0883212 0.183121 0.0916021 -0.0471258 -0.0263421 -0.104611 -0.022389 -0.106187
internal_weight=0 22395.2 34215.3 17840.1 4466.98 4555.04 2050.14 16827.3 2360.62 2504.9 1012.83 29748.3 559.409 29188.9
internal_count=153299 43915 109384 33525 13712 10390 4347 30403 5795 6043 3122 95672 1725 93947
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=15
num_cat=0
split_feature=160 73 165 91 14 1 160 14 82 156 135 163 146 160
split_gain=64838.6 8590.41 2589.63 1589.74 1380.79 1200.48 1046.68 1113.5 902.642 717.694 277.461 237.947 232.098 214.347
threshold=-0.1783923094128094 0.23206036432748586 0.1036164194061923 0.029156735709965371 0.0972612113946007 -0.040666405463189288 -0.046921026191387112 -0.15329405821983433 0.28386640108550293 3.2846482061885447 0.1515601567983336 -0.25450599355677223 -0.30303207635816737 -0.33969542606212771
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 11 9 8 7 -4 -2 -1 -5 -3 -8 -6
right_child=2 3 6 10 13 -7 12 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.25173454243864368 0.20400798057343228 0.19931347483178966 0.023226888547652546 0.016322201956887845 0.24978056850020716 -0.05638342347839536 0.15513668840440986 -0.075548135377741812 -0.018188710116181991 0.087056706271931489 -0.076711093697839128 0.071333901380730619 -0.092339901295636795 -0.047692255677786489
leaf_weight=9044.3884357213974 565.25055740773678 370.13326263427734 1727.8470819294453 492.64885245263577 27.817228049039841 567.00148849189281 37.957005947828293 3361.9839084893465 270.23176680505276 272.62566351890564 917.78012685477734 239.13999159634113 23930.415320917964 187.45804467797279
leaf_count=34805 2263 1350 5703 1370 121 2531 147 13122 805 1090 2306 785 86168 733
internal_value=0 0.201437 -0.0767964 0.0140954 0.241131 0.0559229 -0.0832021 -0.0420169 0.13214 0.246916 -0.0442155 0.149081 -0.091948 -0.00925371
internal_weight=0 11552 30460.7 2019.7 9532.29 1402.48 29058.2 5089.83 835.482 9317.01 1410.43 609.273 23968.4 215.275
internal_count=153299 42560 110739 5811 36749 5599 105140 18825 3068 35895 3676 2135 86315 854
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=15
num_cat=0
split_feature=91 64 73 23 63 63 63 89 92 168 23 91 23 137
split_gain=73295.9 3273.28 2937.26 934.298 881.319 566.91 564.839 420.678 393.115 378.904 319.455 241.873 156.899 142.565
threshold=0.084083304312248516 0.12755919992224438 0.45180538435819556 0.15781123110745385 0.19907307978302755 0.19907307978302755 0.053833682540654494 -0.0063593167596829358 0.061864603793513336 10.373002944252319 0.12057784697857184 0.058230264566090761 -0.0051298510073547734 0.027993691061202714
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 12 10 13 -5 -6 -1 -7 -3 -10 -4 -2
right_child=1 4 3 6 7 9 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.091736746151820397 -0.073252020426343586 0.027997034788301779 -0.091135502828137926 0.025543847696369911 -0.098975150066874254 0.29249519867292428 0.16392405640995555 0.29428310213682124 -0.066504032128658824 0.074615059673466683 0.2130981252048148 0.017418572202926214 -0.0073864466178313439 0.041880225198820537
leaf_weight=21703.911311879754 208.87754130363464 102.91761063039303 345.73596778512001 586.18574087321758 27.315523415803909 130.63478083908558 593.73939049243927 6520.8647320568562 4331.4177860766649 205.17927929759026 991.31894801557064 372.99607267975807 633.73687580227852 221.71469430625439
leaf_count=105304 865 325 1335 2128 48 398 1517 14290 19382 799 2342 1242 2492 832
internal_value=0 0.259003 -0.0768873 0.0352467 0.278761 0.0619831 0.0951769 0.292643 -0.0860564 0.159372 0.195689 -0.0598501 -0.0369483 -0.0139697
internal_weight=0 8408.82 28567.7 2159.4 7642.42 766.406 1179.93 6548.18 26408.3 335.814 1094.24 4704.41 979.473 430.592
internal_count=153299 19899 133400 7472 17005 2894 3645 14338 125928 1197 2667 20624 3827 1697
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=15
num_cat=0
split_feature=71 63 110 139 62 10 136 108 109 156 70 139 139 47
split_gain=5782.57 2906.45 2463.06 1411.26 618.239 614.94 659.818 409.53 370.275 210.658 163.152 90.0546 82.7533 64.3814
threshold=0.043847666616707984 0.19907307978302755 0.27358407514059668 0.018182359340597379 0.016853579542102596 -0.16162701256262388 0.22901072329327685 2.0335514358621061 0.22682204568757033 2.5437995650492651 -0.23761303116819268 0.53784276107348739 -0.037209580093169124 -0.086603512657853113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 6 -3 9 12 10 -1 -10 -9 -11
right_child=1 5 3 -5 -6 -7 -8 8 11 13 -12 -13 -14 -15
leaf_value=0.24715501794377312 -0.028948008696284847 0.27083617701443685 0.0023861256900764892 0.22450959351244426 0.083595753361286218 -0.065186498614776975 -0.043095398522197903 -0.084127894224657052 -0.070936262305623901 -0.012784455224032458 -0.040942945008275292 0.3628568677564355 0.3317056104833192 -0.078860601711344125
leaf_weight=19.854064647108316 828.375114813447 122.74495203047991 337.96700522303581 1861.4413414485753 1188.2761104553938 1402.9719147272408 147.28799686208367 5.2425770834088317 67.356387484818697 152.31598378717899 1977.5081953667104 5.1516703367233267 54.916581701487303 4624.2649890109897
leaf_count=247 11901 687 3161 12184 12674 13185 1066 76 983 2808 31437 8 102 62780
internal_value=0 0.0729342 0.117188 0.190378 0.0373664 -0.0385883 0.0996039 -0.0619423 0.112058 -0.0653501 -0.0380792 -0.0401154 0.295468 -0.0767536
internal_weight=0 5889.06 4216.06 2199.41 2016.65 1673 270.033 6906.61 132.667 6773.94 1997.36 72.5081 60.1592 4776.58
internal_count=153299 54858 39920 15345 24575 14938 1753 98441 1169 97272 31684 991 178 65588
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=15
num_cat=0
split_feature=19 13 41 19 1 34 124 158 55 158 160 158 63 39
split_gain=31236.1 8689.2 4333.61 2355.28 2789.24 2092.27 987.647 962.344 786.221 2847.23 736.115 431.601 234.527 178.297
threshold=0.13059102621328023 -0.1394255688046013 0.082052712219643484 0.0090990271338307789 -0.10168417050088573 0.17975859971709288 -0.14124142337069609 -0.087115767284651743 0.15336233616084516 -0.044835989690504015 -0.22223416952577252 -0.041161603459770719 0.11872654861114891 -0.00088381689005311286
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 10 8 11 -6 -4 12 9 -1 -3 -5 -2 -9
right_child=1 2 6 4 5 -7 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.083784612500662825 -0.033861698495470237 0.0078236494844250715 -0.032907932750350075 -0.080484079264407579 0.10768249062184879 -0.044127510146475812 0.10333748515479926 0.14718990053645073 -0.086618011189612404 0.012597397228785926 0.17630418285724236 0.087967927518495664 -0.096602155401252734 -0.010367858363187023
leaf_weight=9309.0309588164091 1051.5713846534491 265.57039864361286 1368.6719202250242 3104.8504020422697 2511.5301398187876 1421.8017967194319 870.42582149803638 266.68271678686142 12511.70059388876 4569.5115402340889 11028.831634536386 159.93523170053959 1374.6291725039482 98.296569794416428
leaf_count=33507 3724 833 3531 10468 8184 3667 2679 908 32961 12981 35786 519 3298 253
internal_value=0 0.114014 0.147147 -0.0546095 -0.00390583 0.0528069 0.020056 -0.0466349 -0.0684392 -0.0520508 0.172343 -0.072232 -0.069409 0.104756
internal_weight=0 16324.7 13533.5 33588.4 7198.12 3933.33 2239.1 2791.18 26390.2 13878.5 11294.4 3264.79 2426.2 364.979
internal_count=153299 51012 42829 102287 22838 11851 6210 8183 79449 46488 36619 10987 7022 1161
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=15
num_cat=0
split_feature=52 101 124 44 116 124 115 166 112 52 122 124 157 101
split_gain=59875.3 7280.63 4342.69 2509.21 2155.66 1396.97 1191.96 763.705 669.016 315.893 315.197 245.69 238.603 174.962
threshold=0.13380316537334289 0.0045250541790739585 -0.13801327707818398 0.17445735860736902 0.024984836425762862 -0.04975813327810235 0.036306241928953563 -0.069203886978417797 -0.079135345782369346 0.049887839715123471 0.044517697709297956 -0.096011484934991079 -0.18578691632445862 0.00086598401179011086
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 10 7 -1 -3 -6 -4 -2 -11 -7 -5
right_child=1 5 9 13 8 12 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.10231712339285325 -0.091551702164084828 -0.072730347137651474 -0.10461071190623016 0.15688833654930157 0.15863969675726336 -0.099614444282288245 0.032938832311187709 0.09410347937606843 0.086308194850565401 -0.0020647981623819717 0.051083031750477528 -0.082297067199023341 -0.027998254634215947 -0.03045814037179826
leaf_weight=1353.0194732248783 378.42845968902111 348.66931289434433 25636.400950983167 974.86905431747437 17488.131235957146 1045.4242795109749 1256.7421931326389 1287.8424275517464 1379.6153628528118 454.63403518497944 262.32422451674938 2378.2282364666462 838.22445583343506 52.534824371337891
leaf_count=5528 1340 971 89997 1907 30092 2749 3487 2523 2774 1391 707 7539 2162 132
internal_value=0 0.12334 -0.0879636 0.0149303 0.147225 -0.00902702 -0.037184 0.0585585 0.153351 -0.101109 -0.033157 -0.0694209 -0.0677452 0.147309
internal_weight=0 23028.7 32106.4 3637.17 19508.5 3520.16 2609.76 1636.51 18867.7 28469.3 640.753 2832.86 1883.65 1027.4
internal_count=153299 43318 109981 11054 34913 8405 9015 3494 32866 98927 2047 8930 4911 2039
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=15
num_cat=0
split_feature=163 73 13 13 93 91 157 102 19 157 104 146 164 61
split_gain=47131.2 5572.41 2690.13 2189.1 4515.18 1727.36 1304.09 870.663 538.46 457.912 366.96 169.04 164.064 132.585
threshold=-0.14551573253834299 0.1555740789189137 0.086344700607026467 -0.13287090436497101 0.047873430472674609 0.02196230138354124 -0.077856158810484494 0.3218286982813065 0.12638044171686208 -0.19419735670873309 0.38800886491481207 -0.3765053499785192 -0.23004559368744307 0.21698641941937755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 6 9 -2 -6 -1 -3 -7 -4 13 -5
right_child=3 5 11 12 7 10 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.20412099893131952 0.17807850542726533 0.17449300781819735 0.18137401501575098 -0.042580464750389443 0.023223855551754886 0.029079594951234317 -0.037193342218343174 -0.086869674370680425 0.12566489558114044 -0.011464311903675639 -0.062146207481397334 -0.079193846653133657 -0.091767697663834621 0.17942071370086027
leaf_weight=9239.4516589194536 1155.5229030996561 738.44787201285362 26.594833999872208 96.44916133582592 854.94916613399982 711.44475756585598 371.99983501434326 4495.4003648459911 966.26774719357491 161.35544295608997 1159.7236179411411 389.99048292636871 20691.506166741252 37.308044299483299
leaf_count=31813 4321 2497 105 380 2936 2056 1669 13165 3340 546 3007 1628 85694 142
internal_value=0 0.153581 0.186526 -0.0748993 -0.0259849 0.0272902 0.125653 -0.0692775 0.196693 0.141147 -0.0274609 -0.0625592 -0.0910541 0.0193409
internal_weight=0 13393.3 10622.3 27703.1 6877.87 2770.97 1527.52 5350.35 10205.7 899.803 1871.17 416.585 20825.3 133.757
internal_count=153299 44992 36886 108307 22091 8106 5990 16101 35153 3043 5063 1733 86216 522
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=15
num_cat=0
split_feature=94 64 97 63 94 157 87 157 118 129 62 94 118 169
split_gain=54472.2 2526.98 1502.78 656.891 586.749 542.117 401.924 386.849 253.968 252.985 236.902 169.072 165.539 123.442
threshold=0.05370587591332119 0.18021490499658013 0.23049387765147769 0.19907307978302755 0.028717631181951767 -0.020165799771534109 0.13266689464215956 0.007304584500086391 0.23817753479277287 1.0163842906961305 0.025658043993834981 0.031648368677822218 0.44090368795759383 2.4454525006022942
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 10 8 6 -3 -5 -4 -6 -2 13 -7 -1
right_child=1 5 4 7 9 12 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.088388771477407535 -0.06771562405726661 0.15408640786687183 -0.061632121596242317 0.1894513809556688 -0.033304054104540702 0.028288698568606149 0.22540471568036288 -0.0093279093454652906 0.012990030288078158 0.1116355125170273 0.047847775387504288 -0.050130906010867241 0.18764048882190051 0.11010775891858626
leaf_weight=22037.08122882992 268.80196529626846 880.27132681012154 1206.080985814333 468.01015204191208 159.35935942828655 199.07910121977329 7723.5683927983046 123.80199225246906 733.43163289129734 492.91874243319035 521.61863632500172 1238.1347695291042 96.932499155402184 31.374321177601814
leaf_count=116061 1217 1886 5242 1210 483 580 14315 468 3217 1339 1788 5113 244 136
internal_value=0 0.193993 -0.0780563 0.0681988 -0.00582073 0.21353 0.218108 0.147868 -0.0334136 0.076225 0.0085476 -0.0860892 0.0804703 -0.0881066
internal_weight=0 10282.1 25898.4 1382.23 2591.79 8899.85 8603.84 591.812 1939.51 652.278 790.421 23306.6 296.012 22068.5
internal_count=153299 21708 131591 4683 10281 17025 16201 1678 8459 1822 3005 121310 824 116197
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=15
num_cat=0
split_feature=80 63 139 98 105 89 167 92 14 14 76 7 91 56
split_gain=4758.3 2197.45 1367.46 1484.25 458.017 376.082 292.949 282.033 199.054 175.639 215.932 145.904 112.235 50.3825
threshold=0.053049416929067596 0.2763498487947012 0.018182359340597379 0.031127717920641944 4.1460476922716234 -0.0063593167596829358 -0.19876268713362227 -0.079917881207003702 0.12559921037087493 -0.016471024130911466 -0.28435117358590295 0.13336613434770037 0.021704582224879424 -0.1947852263574826
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 7 -3 -2 8 -1 10 -6 -7 -9 -11
right_child=1 5 3 -5 9 11 -8 12 -10 13 -12 -13 -14 -15
leaf_value=0.22021195970114091 0.22009187978962005 0.30393081458225596 -0.00077182688875032201 0.1544402373218012 0.24268339114522802 0.29242598664518799 -0.037480942196574933 -0.040963816736865076 -0.083817153807269118 0.0070321032832536311 -0.040797156120888273 -0.062518833429780998 0.049286549051753406 -0.07672703647011489
leaf_weight=98.667364221066236 46.98256628587842 29.211939837783575 771.38708952069283 3060.6915864683688 27.384696766734123 11.692627083510159 733.99945567920804 405.22443587332964 27.547044012695551 72.990322779864073 1430.0433118566871 1213.067290738225 208.79385378956795 4459.7331247553229
leaf_count=493 444 67 9956 20052 240 48 7697 7299 518 1397 24960 12369 2739 65020
internal_value=0 0.0667094 0.0986174 0.123196 -0.0564982 -0.0506725 -0.0219858 0.0177107 0.153856 -0.0656686 -0.0354706 -0.0591302 -0.0102746 -0.0753783
internal_weight=0 5867.03 4613.06 3832.08 6730.38 1253.97 780.982 740.233 126.214 5990.15 1457.43 1224.76 614.018 4532.72
internal_count=153299 50633 38149 30008 102666 12484 8141 11049 1011 91617 25200 12417 10038 66417
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=15
num_cat=0
split_feature=19 13 46 151 68 139 154 1 41 158 163 114 139 12
split_gain=24637.4 7124.33 3427.47 1936.64 2789.5 2444.67 908.338 858.981 2095.57 819.329 666.668 351.952 252.336 134.641
threshold=0.10977209312006946 -0.14606834837022384 0.0800817531304477 0.088644054317547794 0.16697953015321407 0.22311841915957972 -0.043981248100671118 -0.066216136281097834 0.076193960801598487 -0.075097143880312509 -0.21076917571395715 7.2532289519338438 0.40148513667883573 3.2805315565867352
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 10 7 5 -5 -4 13 -9 12 -3 -6 -2 -1
right_child=1 2 6 4 11 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.091010682209749172 -0.015065492132002662 0.013519204030684191 -0.027832588695527863 0.094132538565359289 0.035496497738972337 -0.060150914716565779 0.098992941829827819 0.021123113424449138 -0.076886862116609236 0.097703325170447913 0.14976143810795775 -0.080197568816346404 -0.085467608066327541 -0.052841285597130763
leaf_weight=10554.509833306074 697.42483240365982 370.44538651406765 1610.9312615692616 2980.168184235692 282.07009007036686 1567.0704697817564 869.54509381949902 3084.2724381238222 7453.3836317509413 344.59485563635826 11788.101295411587 3877.6534638702869 1885.423768132925 1012.8483401685953
leaf_count=40908 2569 1149 4279 9168 848 4840 2629 9891 19972 1081 36881 9991 5429 3664
internal_value=0 0.0952765 0.123755 -0.0531192 -0.0131729 0.0409633 0.0166268 -0.0688537 -0.0482003 -0.0471338 0.14561 -0.0723524 -0.0664575 -0.0876685
internal_weight=0 17566.5 14639 30812 8706.96 4547.24 2480.48 22105 10537.7 2927.44 12158.5 4159.72 2582.85 11567.4
internal_count=153299 54017 44938 99282 24847 14008 6908 74435 29863 9079 38030 10839 7998 44572
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=15
num_cat=0
split_feature=52 100 112 68 115 157 115 68 115 172 112 112 76 45
split_gain=47920.4 6009.72 2848.74 2462.75 1897.15 1233.06 708.118 622.485 494.253 416.097 304.957 199.778 124.062 345.282
threshold=0.12366807921935367 -1.0000000180025095e-35 -0.1090142913943656 0.048505934224372778 0.058770903931770806 -0.18578691632445862 0.27415623996268618 0.079105322279830845 0.064705483694736568 1.9012784721608342 -0.16379371528584716 -0.19558074322995037 -0.029144303743995646 0.13309710252695328
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 10 11 -7 -6 -1 -5 -2 -3 13 -4
right_child=1 5 12 9 7 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.096014470859722201 0.037339622763668506 0.0023350848212132683 -0.094479334611223431 0.012060563802307685 0.069093184332683036 -0.042268122722362633 0.074674985029362359 0.14108184382048547 0.022547637073700159 0.10702459512155811 -0.083809330729262971 -0.087165020298194687 -0.10065612309311944 0.0064193238412869752
leaf_weight=2159.5201727598906 457.3229021281004 306.82876707613468 1873.9544991701841 734.94493025541306 1290.5262274295092 727.44649150967598 1796.6211805939674 17345.67554846406 419.98783008754253 1239.6554592549801 380.77952241897583 1332.5494626313448 22556.091909959912 414.10625186562538
leaf_count=9492 1259 595 8236 2147 2862 2101 3456 29229 1202 2735 1292 3728 83708 1257
internal_value=0 0.106164 -0.0850778 -0.0123708 0.129478 -0.00288712 0.0409715 0.136097 -0.0767105 0.071679 -0.0177026 -0.070414 -0.0984055 -0.0762181
internal_weight=0 23637.8 29398.3 4554.11 19474.3 4163.45 2524.07 18636.2 2579.51 1974.6 838.102 1639.38 24844.2 2288.06
internal_count=153299 44522 108777 15576 34642 9880 5557 32091 10694 4882 2551 4323 93201 9493
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=15
num_cat=0
split_feature=166 74 157 82 94 157 94 137 166 134 157 74 13 137
split_gain=38668.7 4533.18 1915.91 4928.7 1424 766.051 552.068 400.121 380.596 269.109 268.325 171.086 144.733 195.438
threshold=-0.17323065583758931 0.20608576544202414 -0.13268891784473005 0.12068393242240939 0.020252297013723084 0.062157804480154434 0.012726701631377449 0.034996142424939751 -0.23188565912330159 0.19357902222289994 -0.18985063759986334 -0.20480947064234831 -0.17189445800019967 0.023583200936994387
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 10 8 -5 -2 -1 -6 -3 -7 13 -4
right_child=2 4 12 6 9 11 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.17183583450979761 0.19828155573159478 0.13125037550647481 0.054400533240828143 0.051386967769796781 0.0050597158691872215 0.098096533679384923 -0.082276435837341011 0.089712882140727965 0.11414135997205904 -0.076013409910865151 0.0031742672931655484 -0.071901878151457085 -0.090230910073260895 -0.072373366076883022
leaf_weight=9721.882950425148 673.30169185996056 874.18605226278305 156.92723704874516 332.59069396555424 730.2893263399601 93.080150589346886 4357.6900539845228 684.61364650726318 1295.7934601902962 931.85698306560516 201.23295310139656 162.64478079974651 18963.736487209797 540.24880451709032
leaf_count=31215 2419 2648 685 1171 1916 368 13990 2358 4322 2648 603 664 86282 2010
internal_value=0 0.133049 -0.0734448 -0.0242258 0.0176206 0.161079 -0.0727983 0.143545 0.16505 -0.0403927 0.107285 -0.0100249 -0.0885858 -0.0438379
internal_weight=0 14011 25709.1 6048.2 2737.57 11273.4 4690.28 1357.92 11017.7 1662.15 1075.42 255.725 19660.9 697.176
internal_count=153299 44384 108915 19938 7815 36569 15161 4777 35537 4564 3251 1032 88977 2695
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=15
num_cat=0
split_feature=69 97 132 97 21 73 8 157 73 22 73 118 157 121
split_gain=36577.6 2809.05 2690.11 1050.02 956.905 688.09 686.161 644.307 578.974 517.095 268.665 197.006 185.379 109.109
threshold=0.16585424967302789 0.43015924820017193 0.15381687520486667 0.23049387765147769 0.18633911829792191 0.36087259174003761 -0.11192794858641759 -0.015792359189658062 0.57659800732807376 0.18747401766582758 0.81626261433716929 11.6658839257371 -0.18578691632445862 0.83549725246695139
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 10 11 8 -8 -4 -7 -3 -1 -5 -6
right_child=2 4 6 12 13 9 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.085288705580434776 -0.040688682362566383 -0.020963965074293572 -0.0040058645037071754 0.1321115716021454 0.10420960599189207 -0.041677247790799947 0.18501720390061602 0.041544686247793727 0.16215466015539637 0.11367695129295974 0.10197283110330874 0.27860024698697095 0.018767871614819256 0.19851591815791972
leaf_weight=20589.888690374792 877.90033631771803 930.77914832532406 392.15451961755753 773.687246337533 191.53074508905411 1308.925771035254 8104.7954911440611 325.58223184943199 450.72576476633549 256.18564900755882 219.7313631772995 14.888662204146383 177.38374881446362 341.28601765632629
leaf_count=118249 3538 3833 1261 1610 444 5807 14091 1071 824 701 662 64 519 625
internal_value=0 -0.0707143 0.149014 0.0381753 0.0538243 -0.0801703 0.170875 0.179476 0.0848476 -0.0162481 0.00251524 -0.0850258 0.110972 0.164616
internal_weight=0 23853.2 11102.2 1828.97 1683.33 22169.9 9273.26 8430.38 842.88 1565.11 1150.51 20604.8 951.071 532.817
internal_count=153299 130385 22914 5667 5564 124821 17247 15162 2085 6508 4495 118313 2129 1069
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=15
num_cat=0
split_feature=71 162 73 118 105 164 136 81 110 33 2 95 112 28
split_gain=3965.94 1569.2 1101.04 869.765 410.733 331.049 306.884 212.783 186.07 184.262 211.334 150.529 94.0809 63.5831
threshold=0.043847666616707984 0.27684282379351838 0.030053384782747342 -0.10721108652846097 3.1333339488445211 -0.1652343281878863 0.072208681904449776 0.38020798464400113 0.23460888953247702 63.647545629999648 -0.3956100525763217 -0.037873686341066276 0.10422449551522743 0.10140554702482364
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 8 12 -2 -7 11 10 -6 -1 -3 -10
right_child=1 5 3 -5 9 7 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=0.21272086032239168 -0.038138632239767746 0.20723264033964917 0.19919544798458835 0.08528708737757873 0.71665581191406424 0.0097726991758688864 0.10382904436876944 -0.059868719197567012 -0.069985343364241212 -0.074804982163030637 -0.035083294998109686 0.035406793782860414 0.059288301346200958 0.15560280064536916
leaf_weight=85.96634291484952 729.44249227270484 58.105080381035805 898.23953829705715 2641.9575793482363 3.7495360895991316 744.65425925329328 192.43147646635771 1067.9414801113307 107.53403205797076 4123.4909211248159 1422.5949221998453 108.06033407896757 165.16938896104693 14.136743001639841
leaf_count=424 10122 477 4119 17793 55 7364 1828 11753 1937 65267 28942 1699 1402 117
internal_value=0 0.0556461 0.0888399 0.114189 -0.057777 -0.0171058 -0.00850438 -0.0312585 0.0531737 -0.0640884 -0.0331071 0.113968 0.0977894 -0.0437746
internal_weight=0 6497.94 4462.07 3540.2 5865.53 2035.87 921.874 1812.6 315.697 5549.84 1426.34 194.027 223.274 121.671
internal_count=153299 54858 33862 21912 98441 20996 11950 19117 4177 94264 28997 2123 1879 2054
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=15
num_cat=0
split_feature=19 157 115 156 52 157 124 156 158 156 115 157 139 68
split_gain=19694.9 6640.19 3421.57 1866.3 4702.63 1828.06 950.149 941.415 502.145 455.604 454.071 373.055 367.752 142.154
threshold=0.09463432329768566 -0.10310626752919418 0.11320402020678712 1.9800238631997882 0.17219211890604727 -0.16445784748112899 -0.13801327707818398 1.8336094328756982 0.036028123588219045 1.5240677681118828 0.33312880285017554 -0.20249959986568386 0.084441835567409765 0.16697953015321407
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 9 8 5 -5 -4 12 -1 -3 -6 -9 -2 -10
right_child=1 2 6 4 10 -7 -8 11 13 -11 -12 -13 -14 -15
leaf_value=-0.086144058001198343 0.090207810237665054 0.050359743037024424 -0.027994206473668973 -0.054551549788808579 -0.04034073927043641 0.067974024255787788 0.094573609868510849 -0.024546666020913405 0.035140733228361247 0.13932136009891369 -0.087655792255308076 0.11135824596353212 -0.080730368988882029 -0.046930761420497846
leaf_weight=11406.871988423169 132.5448160469532 606.55987791717052 1900.553604632616 1627.5761068612337 2914.9486342221498 4835.1749417632818 947.91707129776478 364.43890888988972 418.79304373264313 11308.320340156555 6667.8882571905851 453.08068349957466 2494.3478850126266 425.43757057189941
leaf_count=44646 407 1677 5060 7539 8267 14615 2789 1366 1378 35668 19224 1509 7945 1209
internal_value=0 0.0820845 0.111254 -0.0512454 -0.0288048 0.0371172 0.012794 -0.0429404 -0.0806363 0.134793 -0.0732633 0.0507737 -0.0721054 -0.00621799
internal_weight=0 18207.8 14763.4 28296.7 16045.6 6462.75 2848.47 3444.41 12251.1 11914.9 9582.84 817.52 2626.89 844.231
internal_count=153299 56421 45194 96878 49645 22154 7849 11227 47233 37345 27491 2875 8352 2587
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=15
num_cat=0
split_feature=34 112 125 68 44 139 98 116 116 51 52 139 139 116
split_gain=39986.2 4286.29 1834.74 1742.48 1705.84 1089.03 915.66 554.253 450.419 392.98 305.546 441.051 287.25 137.734
threshold=0.10911800436629582 -0.10378465311993691 -0.11498956916723573 0.061286835502338016 0.16372716681740257 -0.079389359301450441 0.45160959286115449 0.11642446481990129 0.013920797346194952 148.48074033679327 0.12880088127678593 -0.087960185491906803 -0.14035440499005911 0.23966189140396335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 9 7 -5 -3 -2 -1 -4 -12 -6 -7
right_child=1 5 10 6 12 13 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.081957461410635216 -0.069281978489110135 -0.055267483539565371 -0.095639740041209148 0.1252985451975471 0.13524744232340785 -0.098369660760977362 -0.0074100212841616241 0.067371428873988171 0.046965605025366897 0.018112979081883095 0.085596487418409334 -0.087425078672712264 0.0066831701716162737 -0.039274534593341931
leaf_weight=1744.5019551813602 471.31994715332985 463.77052854001522 22881.525435894728 17844.934369876981 681.85310459136963 714.84502178430557 535.5222223252058 1794.1108645051718 1138.2977279424667 506.32507355511189 229.0597530156374 412.90575359761715 233.23377606272697 879.83054600656033
leaf_count=7571 1840 1516 94262 30948 1305 2630 1039 3535 2701 1514 508 1330 519 2081
internal_value=0 0.0940815 -0.0841121 0.112695 -0.0126429 -0.00250058 0.121432 0.0421813 0.0129266 -0.0594465 -0.0937308 -0.0256892 0.102479 -0.0657651
internal_weight=0 23842.6 26689.4 19990.1 3165.91 3852.56 18380.5 2257.88 1609.62 2250.83 23523.5 641.966 915.087 1594.68
internal_count=153299 46290 107009 36528 10909 9762 31987 5051 4541 9085 96100 1838 1824 4711
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=15
num_cat=0
split_feature=166 73 157 82 156 21 91 76 157 3 135 72 157 73
split_gain=30847.6 3613.35 1694.03 3860.78 730.357 610.675 574.898 480.239 339.883 298.175 191.801 157.044 108.372 182.085
threshold=-0.16844114950789188 0.28123223146635939 -0.13268891784473005 0.1923478606203155 2.8068232924393377 0.1017496603366098 0.030995433089998636 -0.022906645032163189 -0.11929041329081111 10.539273330720837 0.11462549614739502 1.0443612402901123 0.015075745245285321 0.023392950604010993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 6 10 -1 -2 -6 -5 -3 -7 13 -4
right_child=2 5 12 9 8 11 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.14677446187192131 -0.014626910442765151 0.099355707757593503 -0.036918348631409539 0.08375112999868109 0.10113027592852074 -0.068264535553962627 0.070218894917121744 0.12903477689262219 -0.03403258474504476 -0.081328103466027979 0.00039876544608129856 0.062932697827227199 -0.09070913346988646 -0.086035780468238357
leaf_weight=10702.168604567647 280.21382607519627 447.52569027245045 1079.4663593322039 112.54761284589767 397.06427520513535 1084.4798560291529 1079.9102327972651 1371.9613010585308 350.06729227304459 3934.226312533021 348.30703091621399 99.618378758430481 14213.238891012967 2509.0413610711694
leaf_count=33636 816 1372 4931 403 1275 3109 2983 4620 1353 13784 896 368 72801 10952
internal_value=0 0.11384 -0.0715977 -0.0241457 0.133678 -0.0116969 0.139758 0.104669 0.0377999 -0.076737 0.0560459 -0.0572269 -0.0867887 -0.0712607
internal_weight=0 14509.1 23500.7 5698.95 12529.2 1979.93 11782.1 1652.18 747.132 4046.77 795.833 1184.1 17801.7 3588.51
internal_count=153299 44992 108307 19623 39247 5745 36619 5436 2628 14187 2268 3477 88684 15883
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=15
num_cat=0
split_feature=94 64 95 151 10 118 87 126 103 94 44 100 95 118
split_gain=33422.3 1384.28 1296.1 480.204 532.574 357.734 327.534 237.073 211.632 183.399 156.611 156.08 143.526 187.416
threshold=0.050402004259116881 0.18021490499658013 0.21038728191210518 -0.041379528993008056 -0.16162701256262388 0.30634419394566709 0.13266689464215956 0.94824766713383812 0.41594251530151327 0.024888988894674783 -0.18465011021834002 0.062637643965711504 0.029285708336700387 11.6658839257371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 4 -2 9 10 -8 -7 -4 -3 -5 -1 -14
right_child=1 6 5 11 -6 8 7 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.087908665744543812 -0.045094851478947547 -0.091160959087877802 -0.05591571471273328 -0.073506010560159957 0.14458856421893374 0.00030536952862606647 0.16237147922232253 0.11656985602839742 0.098939425124194555 0.012885525919248028 0.10653146333005417 0.023007860259827498 -0.067652701326536668 0.42984974901756756
leaf_weight=15006.895790681243 193.47137322276831 41.528342470526695 1266.3675167784095 260.06901996582747 630.07568012177944 508.45498699694872 7605.4771228581667 1327.3416427820921 380.19485719501972 558.22927479445934 1142.7972611710429 471.04655746370554 4056.6077912002802 7.5862401574850074
leaf_count=96606 801 66 6302 1182 1523 2456 12430 2473 1191 1613 2288 1548 22798 22
internal_value=0 0.135514 -0.0741937 0.047662 0.100027 -0.00952558 0.149014 0.155566 0.0425044 -0.0348662 0.0995994 -0.0113236 -0.0833941 -0.0667241
internal_weight=0 11671.8 21784.3 1554.66 823.547 2713.25 10117.1 8932.82 888.65 1824.6 1184.33 731.116 19071.1 4064.19
internal_count=153299 22311 130988 5054 2324 11562 17257 14903 3647 7915 2354 2730 119426 22820
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=15
num_cat=0
split_feature=71 166 98 118 159 105 125 72 12 115 151 160 135 59
split_gain=3305 1287.36 1016.66 665.528 587.205 379.73 326.413 265.548 194.537 158.735 152.331 144.793 141.668 113.213
threshold=0.043847666616707984 -0.069203886978417797 0.014370592163893955 -0.082586490342744331 0.1568903730700256 3.2352079080404708 0.3765669139072329 0.34877362128767692 2.8162941832870971 -0.14772998908287124 0.040378009260698289 -0.32938043602474915 0.013773654077042482 0.33769681210921382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 10 -4 6 9 -3 -6 12 11 -2 -1 -7 -11
right_child=1 4 3 -5 7 8 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.071686106622835991 -0.046723280156773322 0.034407191492023766 0.17273414301404377 0.077318850987358759 0.023525956450705914 -0.053030511464837782 0.19205244071060101 -0.05132460610919054 -0.074260741071726255 -0.022079485805294792 0.078061126660048052 0.20135537066860634 0.014838021820336098 0.25493251929902777
leaf_weight=24.732393473386765 560.54416999593377 414.54789398983121 1103.431875795126 2165.983839597553 702.40828157961369 914.25708055868745 192.25589754059911 1457.3994209263474 3674.4586777705699 204.65315347164869 118.51271413266659 90.452975548803806 463.48200656101108 15.899822652339934
leaf_count=484 8268 2855 5074 14959 6587 19173 798 14848 66928 3421 1469 456 7814 165
internal_value=0 0.0497452 0.0863961 0.109522 -0.00256233 -0.0554014 0.0843545 -0.0269819 -0.0622451 0.0475816 -0.0249452 0.142728 -0.030199 -0.00210949
internal_weight=0 6715.08 3948.47 3269.42 2766.61 5387.94 606.804 2159.81 5052.2 335.738 679.057 115.185 1377.74 220.553
internal_count=153299 54858 29770 20033 25088 98441 3653 21435 93915 4526 9737 940 26987 3586
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=15
num_cat=0
split_feature=19 13 106 158 67 163 67 158 160 40 105 87 12 150
split_gain=15925.8 5207.16 2497.6 1177.93 2943.15 1426.92 1023.37 863.921 684.561 487.556 281.365 138.967 113.055 122.601
threshold=0.073533510061261478 -0.11664047918860694 0.22073234302178082 -0.15365255623927054 0.12609353295236209 -0.1494840950518608 0.033837023245646643 -0.071025630224962125 -0.23625895682808226 8.7619528172821379 4.0263500978153637 0.079096156965414346 3.2805315565867352 0.45429481107895325
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 8 12 5 -5 -4 10 -3 -6 -2 -9 -1 -14
right_child=1 2 6 4 9 -7 -8 11 -10 -11 -12 -13 13 -15
leaf_value=-0.0825823104947849 -0.079406534490916392 -0.03314947611555142 0.10371430306994989 -0.061633544986271417 0.0034059581325663322 0.046739976101583813 -0.023729580462369795 0.0947961365167449 0.12068448659222204 -0.074885440412429977 -0.016249243984135485 -0.031474921860871884 -0.070471199187909339 0.012385254727277233
leaf_weight=8327.1275138184428 1994.1530203744769 296.49953785538673 903.6610781699419 1635.1487232148647 871.17246886342764 4727.6244433969259 2081.2222719341516 506.0972515642643 11868.319257259369 9147.4538226798177 1091.4550499469042 105.29004520177841 549.29456636309624 264.61208485066891
leaf_count=38235 6545 933 2778 6977 2709 14031 5675 1603 37778 27953 4452 263 2389 978
internal_value=0 0.0708563 0.0968223 -0.0503463 -0.0342983 0.0188894 0.0148535 -0.0355483 0.116935 -0.0680776 -0.0570663 0.0730504 -0.0791054 -0.0435334
internal_weight=0 18846.7 15149.7 25522.4 16381.4 6362.77 2984.88 3697 12164.8 10018.6 3085.61 611.387 9141.03 813.907
internal_count=153299 60027 47164 93272 51670 21008 8453 12863 38711 30662 10997 1866 41602 3367
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=15
num_cat=0
split_feature=34 124 124 44 68 139 96 154 116 116 52 139 154 111
split_gain=32608.6 3553.79 2023.73 1410.64 1278.91 1167.67 739.834 496.383 451.368 348.573 302.841 383.315 271.064 181.75
threshold=0.10911800436629582 -0.10480062686456983 -0.13167282072803185 0.14740268599437503 0.064075027331928311 -0.16281556690533711 0.46605439610548477 -0.09341338181117724 0.05065183086795555 0.011928900992325523 0.049887839715123471 -0.07634185907016032 -0.13923297745776483 0.1839248773396783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 9 8 -6 -1 -3 -2 -4 -12 -7 -5
right_child=1 5 10 13 6 12 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.021278324325955385 -0.06227744192904619 -0.082769631451015832 -0.094797609770000402 0.12046084367912442 0.11377416080706089 -0.016320206883070183 -0.023875896108970823 -0.089246382681566983 0.073881680438081396 0.044637352415323989 -0.0032966775069645429 -0.087419462300707518 -0.086863894029819796 -0.011765084756585949
leaf_weight=626.75879038870335 408.748241096735 206.00207160413265 19514.635104134679 784.80413836240768 17109.418905600905 1149.4809769541025 399.58352044224739 1155.4859050810337 1717.0197343528271 1200.7573457062244 853.20836119353771 1483.4089937210083 1035.2827809900045 119.82562531530857
leaf_count=1926 1675 746 89312 1512 30378 2798 811 5633 3402 2805 2899 5447 3675 280
internal_value=0 0.0846596 -0.0806537 0.00124377 0.102791 0.000271953 0.110633 -0.0503784 0.0571005 0.0174854 -0.090724 -0.0567023 -0.0497484 0.102946
internal_weight=0 23226.3 24538.1 2686.87 19118.5 4107.79 17509 1782.24 1923.02 1609.51 21851.3 2336.62 2184.76 904.63
internal_count=153299 46290 107009 9351 35669 10621 31189 7559 4148 4480 97658 8346 6473 1792
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=15
num_cat=0
split_feature=166 91 13 103 104 156 13 166 3 166 117 13 167 8
split_gain=24923.3 2868.01 1325.28 1969.69 859.545 846.771 535.23 319.806 280.356 253.358 231.978 167.659 93.6732 58.1377
threshold=-0.15857837028901092 0.034889545533243076 -0.070507507523692697 0.18304977799449737 0.19861266364032085 2.8068232924393377 -0.17189445800019967 -0.21751504638791677 12.287236041893902 -0.28258012835829921 2.1974468093142216 -0.17808196297335824 -0.29325380898022235 -0.028967479475935802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 11 7 -2 -1 -5 -7 -6 -3 13 -4
right_child=2 4 12 8 10 9 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.12951569026675533 0.072265033088027231 0.13573621722486823 -0.072214709409263958 0.050262699558260432 -0.069275065614385054 0.098646581878647319 -0.024403891337428665 0.074427619764785791 -0.081194567420946093 -0.015929248016780726 0.017487295482028785 0.03645196688315662 -0.08767997861407846 0.14997723420427861
leaf_weight=10554.75515191257 1578.6549167186022 356.10312333703041 20.979718551039696 169.22490757703781 1153.8914430364966 288.14958697557449 898.87120471894741 1170.7217540293932 3926.7581860125065 584.44044233858585 420.45582175254822 325.6017704308033 14622.187452919781 26.843636155128479
leaf_count=32732 5292 1124 102 630 3216 913 4325 3686 15184 2209 1409 917 81461 99
internal_value=0 0.0983483 -0.0705035 -0.0331908 -0.00548673 0.116943 0.0371926 0.124015 -0.0757634 0.0219064 -0.0461037 0.0883152 -0.087223 0.0525034
internal_weight=0 14854.1 21243.5 6573.51 2256.05 12598.1 2477.53 11725.5 4095.98 872.59 1574.35 681.705 14670 47.8234
internal_count=153299 46206 107093 25431 6666 39540 9617 36418 15814 3122 4625 2041 81662 201
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=15
num_cat=0
split_feature=94 61 89 13 11 118 103 94 103 129 103 151 67 89
split_gain=26829.8 1195.08 1149.63 443.051 560.188 352.589 272.019 180.949 154.106 148.654 125.421 121.324 83.3029 74.6157
threshold=0.050402004259116881 0.1918038533698023 0.22887505266811184 0.050085265719376042 -0.16912750360350226 0.28560647763292374 0.10602485366901455 0.027889272205004142 0.57846391061441504 1.0197735628581723 0.37538222690700929 -0.11352123633907128 33.95098496020907 0.050319157348423217
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 -2 8 12 13 -4 -8 -7 -9 -3 -1
right_child=1 6 5 -5 -6 10 9 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.086712673948849558 -0.0085673502110610762 0.015338066643615464 -0.054538084871072361 -0.049577602523729003 0.11171723012994589 0.0052318526232705527 0.14051722747073639 -0.001640318917637456 0.014173439391278476 0.10122646185580274 0.081419729661525289 -0.066436861965805991 0.21142979746068608 -0.067876497607885625
leaf_weight=13658.274209618568 584.01605100929737 240.02285375446081 1190.4795844256878 368.44798233360052 1148.7774000987411 433.26905041188002 8348.8529365062714 430.03842808306217 449.71189910173416 1088.4711813777685 431.02179408818483 880.8411131426692 23.813522338867188 2485.7737563848495
leaf_count=98575 1657 705 5840 1547 2622 2090 13734 2048 1454 2003 1279 4578 43 15124
internal_value=0 0.118376 -0.0718202 0.0500028 0.0711768 -0.00846164 0.133186 -0.0809111 -0.0356986 0.135986 0.0432267 -0.0451801 0.033037 -0.0838124
internal_weight=0 11802.4 19959.4 2101.24 1732.79 2504.48 9701.16 17454.9 1640.19 9437.32 864.291 1310.88 263.836 16144
internal_count=153299 22311 130988 5826 4279 10663 16485 120325 7294 15737 3369 6626 748 113699
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=15
num_cat=0
split_feature=80 87 133 139 111 14 52 92 158 166 97 127 94 56
split_gain=2778.32 1203.6 791.683 894.362 373.217 163.304 276.253 161.906 156.264 155.178 175.808 150.976 98.5714 61.4289
threshold=0.042364690503694284 0.21993698335983092 0.053834155988434988 -0.017917658984553244 0.3029991339451632 -0.016471024130911466 3.002203649318083 -0.073603418101871612 0.11544752079503252 -0.21204605697818113 0.56038525215514978 0.53353704870612695 0.021099042241719327 -0.1947852263574826
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 -4 5 6 -1 8 -6 10 -3 -2 -9 -7
right_child=1 9 3 -5 7 13 -8 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.032386206802740444 -0.031632749563686655 0.12765625364521527 -0.036731734276158334 0.098707529844094782 0.17053446278414158 0.028006093245014282 0.7267365739777395 -0.037703487113579209 -0.083554490207017496 -0.063822391344427576 -0.074556813732224572 0.098559838641390812 0.06012424937591572 -0.074441404689859408
leaf_weight=1172.4453804064542 845.35351243987679 97.810081478208303 553.73857473023236 4079.2716330979019 111.28986205160618 59.594663240015507 4.8135076351463786 321.88591165281832 30.931180847808719 949.99859008565545 76.719742383807898 99.560894388705492 151.46294901892543 3272.697966940701
leaf_count=24330 9305 507 5806 24901 528 1402 58 6763 641 12017 561 551 1894 64035
internal_value=0 0.0464788 0.0655059 0.0825198 -0.0513282 -0.0612984 -0.0292823 0.0217111 0.115274 -0.0479002 0.0387675 -0.017915 -0.00640041 -0.0726092
internal_weight=0 6702.45 5577.92 4633.01 5125.12 4509.55 1177.26 615.57 142.221 1124.53 174.53 944.914 473.349 3332.29
internal_count=153299 53648 40563 30707 99651 89825 24388 9826 1169 13085 1068 9856 8657 65437
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=15
num_cat=0
split_feature=20 157 67 156 67 157 156 125 113 157 156 139 112 14
split_gain=11289.4 4691.79 2176.43 1691.48 3580.98 1297.47 938.421 611.904 549.57 451.825 296.67 202.893 128.002 100.156
threshold=0.083020230724559649 -0.15600790462188055 0.081336703497602289 1.9304888255915207 0.14076023176328298 -0.17753349333197813 1.4576563756853791 -0.1235393784952175 -0.07471069506557737 0.019346283641429592 2.3995437835904756 0.021237633312178716 -0.19178178852424604 0.0082642795232276169
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 6 9 5 -5 -3 -4 -6 13 11 -2 -11 -1
right_child=1 2 7 4 8 -7 -8 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.082547676931823522 0.077378554221039855 0.00010037809984244221 -0.02979646812085562 -0.050789061183012144 -0.075205684607555709 0.058562227941811686 0.11092820624154209 0.062877410947120307 -0.0013222190822970588 -0.055974072086110764 0.04256556661268994 -0.076593196527234841 0.036826402806044482 -0.04008823058681607
leaf_weight=8719.0924790278077 88.875624909996986 820.27534480392933 1767.2686233371496 1381.8061210364103 7016.9056517481804 5052.3649557381868 11138.675992995501 1193.7212539166212 1175.4092782065272 224.3807431012392 254.98137930035591 2309.8165885135531 440.28062630444765 593.36452128738165
leaf_count=40491 278 2431 5040 7447 23533 15682 36988 3445 3761 757 938 9089 1390 2029
internal_value=0 0.0625307 0.0843217 -0.0424101 -0.0207547 0.0350779 0.103326 0.00756495 -0.0646051 -0.074157 -0.0599869 -0.0708883 0.00549821 -0.0798423
internal_weight=0 17573.6 14919.9 24603.6 14626.5 6434.17 11959 2960.99 8192.31 9977.12 2653.67 2398.69 664.661 9312.46
internal_count=153299 58209 47904 95090 50423 23129 39419 8485 27294 44667 10305 9367 2147 42520
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=15
num_cat=0
split_feature=52 139 124 173 67 124 96 79 4 37 151 178 173 124
split_gain=26307.5 4020.26 1754.76 1253.09 1103.13 935.066 699.514 642.407 450.344 261.907 210.661 101.858 100.65 322.861
threshold=0.093730096777530761 -0.064831710172253129 -0.13167282072803185 0.22659266416572207 0.10556822841870402 -0.15603372862388318 0.46605439610548477 -0.031277054819134086 0.0012637490947521569 29.00167844756097 1.0000000180025095e-35 1.3270475769485401 0.12997394589566966 -0.088060085146556902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 7 9 -6 -2 -1 -3 -7 -5 -4 -14
right_child=1 5 12 11 6 10 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.092174411081233976 0.060540052296792379 -0.044342386633239667 -0.093466840683913976 0.11819549062629148 0.10430417221528446 -0.08626260443153215 -0.014691619278901835 -0.049527919775724308 0.0064032926177717865 0.068584932422369502 -0.02424247027363638 -0.13987817217250759 0.049324825804820498 -0.082281233305354265
leaf_weight=967.33577939867973 2170.2608432918787 259.17292308807373 16099.082724995911 680.20404501259327 16322.191793292761 1415.8976104706526 509.42550258338451 701.70687159895897 889.64803995192051 989.4218410551548 893.13137777149677 15.6453460752964 199.76259088516235 2788.3368842080235
leaf_count=5338 5038 727 84503 1274 30278 4978 1053 2099 2869 1913 2650 35 639 9905
internal_value=0 0.0732635 -0.0799243 -0.0020598 0.0909287 -0.0245736 0.100703 0.0336472 -0.0449476 0.0451444 -0.0622732 0.112393 -0.0903384 -0.073483
internal_weight=0 23261.2 21640 2552.83 19703.6 3557.62 16831.6 2871.97 1856.98 1248.59 2309.03 695.849 19087.2 2988.1
internal_count=153299 48736 104563 9516 38468 10268 31331 7137 8207 2640 7628 1309 95047 10544
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=15
num_cat=0
split_feature=160 73 13 73 151 25 157 114 104 157 151 82 146 8
split_gain=20101.8 2106.98 1619.81 2138.52 1168.82 710.87 571.904 330.244 260.949 252.815 210.588 76.6555 48.6355 54.9406
threshold=-0.16867794867771732 0.13094193917974881 -0.063172324878049996 0.14702802593699946 -0.046724527864299557 0.080798530950039346 0.074845299863740541 5.1049863091875514 0.29908773437270142 -0.21053362867404482 -0.098504078378748458 -0.13712200505895841 -0.26473784677301121 1.9866849850622028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 9 10 -5 -7 -3 -1 -8 13 -4
right_child=2 5 12 7 -6 8 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.12435984720963267 0.11538652139153492 0.10073661414621281 -0.040311017037498446 0.02807642590093902 -0.016488519896915198 0.026192409538806208 0.0369467610198142 -0.077557254412087523 -0.051941955114709032 -0.014841979271817211 0.093757101443361218 -0.077251926998157514 -0.08618084521841296 0.21182099689181422
leaf_weight=7444.9074352532625 1229.7875929251313 938.98260270059109 47.593645870685577 319.38528594374657 1481.9921117275953 688.02785065770149 91.668985597789288 4034.8568115606904 1128.5437395721674 237.02988361567259 3221.6434794142842 163.8242564573884 13071.412650823593 10.56004413962364
leaf_count=23998 3940 2746 227 1168 6407 1824 359 16911 3379 676 10089 705 80833 37
internal_value=0 0.0912065 -0.0649987 -0.0263939 0.0433166 0.0168665 0.111575 -0.069809 -0.0223485 0.0774413 0.115117 -0.0362783 -0.0857749 0.00547327
internal_weight=0 13914.6 20195.6 7066.02 2711.78 2992.58 10922 4354.24 1816.57 1176.01 10666.6 255.493 13129.6 58.1537
internal_count=153299 43776 109523 28426 10347 8625 35151 18079 5203 3422 34087 1064 81097 264
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=15
num_cat=0
split_feature=94 61 73 151 122 61 91 118 118 12 126 46 118 140
split_gain=21911 1254.33 879.338 380.747 389.753 336.425 324.711 237.699 223.749 212.885 127.564 124.232 79.1321 76.0409
threshold=0.042548684233350273 0.17387969095108516 0.28123223146635939 -0.041379528993008056 -0.10730955100815949 0.042307506915281699 0.10409880113476845 0.034953708867696852 0.17246635189954898 2.1559845412285488 0.94935843072071302 5.6898983981992677 11.6658839257371 0.015081381996830295
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 4 -2 -4 7 -3 -7 -5 -8 12 -1 -13
right_child=1 6 5 9 -6 8 10 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.082081782423435334 -0.01935578033211395 0.014110373442299956 -0.070680681955356997 0.024692938233502795 0.10608031368937183 -0.026249751809611779 0.12891758584723384 0.10328143132122941 0.044655500242473813 -0.071229189233737625 0.09539683422311096 0.18156852092726009 0.13274629508007657 -0.050541663302834786
leaf_weight=15064.415179505944 346.09541431814432 479.04654326289892 849.2428095266223 577.94652555137873 871.39221123605967 987.93173782527447 7415.6968685537577 795.09361377358437 809.88505424559116 385.82956849783659 1340.4943413734436 28.537892892956734 17.165854640305042 27.925846092402935
leaf_count=116466 1131 1035 5089 1687 2000 4212 12380 1615 3055 1794 2478 134 66 157
internal_value=0 0.101977 -0.0719848 0.0332502 0.0704226 -0.0188104 0.116922 0.0697552 0.00569183 -0.0137077 0.123786 -0.081283 -0.0818373 0.0667714
internal_weight=0 12211.6 17785.1 2181.26 1217.49 2647.06 10030.3 1274.14 1797.82 963.776 8756.19 15138 15081.6 56.4637
internal_count=153299 24120 129179 6612 3131 12356 17508 2650 7267 3481 14858 116823 116532 291
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=15
num_cat=0
split_feature=156 74 94 140 10 123 158 137 178 113 27 22 163 42
split_gain=2368.79 973.679 1427.83 579.985 374.27 273.114 247.63 229.037 124.164 65.5103 59.98 98.1973 56.2504 53.9601
threshold=2.5966231319004263 0.020304835773769014 0.092403565197967635 -0.05796277251928824 -0.13169416688478208 1683.5000000000002 -0.083178919177964591 0.079866798314940202 -0.17489850426401571 0.77350209231691258 2.1155002916339867 0.042930917999245942 -0.14551573253834299 -0.077574594626565282
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 9 -1 -7 12 13 -12 -2 -8
right_child=6 2 4 -5 -6 8 10 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.049355842484058304 0.044190422463784573 -0.018922066931357253 0.049088247059461985 0.10467178782113845 -0.052706946731802977 0.1850540529787566 -0.0060780242505341885 0.034530385963386236 -0.02731776395309268 0.13684454716678898 0.66550838115602762 0.0092085285482911994 -0.026659592672681632 -0.07215558898760345
leaf_weight=1497.9866232704371 157.20832000859082 425.23705702088773 536.49487746879458 3544.4119847863913 1105.3298815283924 88.926848320290446 128.56914146244526 415.83091668598354 39.873776370659471 33.948539335280657 2.7887359149754039 12.491979273036121 390.18183278106153 3187.7762814685702
leaf_count=30982 2148 4925 2679 19178 13489 312 3163 5747 604 213 17 131 4404 65307
internal_value=0 0.037473 0.0589917 0.0914322 -0.0194436 -0.0216431 -0.0581747 -0.0311292 0.119309 0.00204818 -0.0686831 0.128983 -0.00631174 -0.0695939
internal_weight=0 7654.09 5611.47 3969.65 1641.82 2042.62 3912.96 1913.82 128.801 581.339 3331.63 15.2807 547.39 3316.35
internal_count=153299 77916 40271 24103 16168 37645 75383 36729 916 6765 68618 148 6552 68470
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=15
num_cat=0
split_feature=19 139 115 166 115 1 67 125 158 158 63 103 3 70
split_gain=10654.2 3868.28 2031.92 1031.5 1011.85 2107.87 691.761 455.014 365.1 332.191 119.639 109.635 63.6697 38.1581
threshold=0.054408287047823987 0.29819361061102773 0.12592705089896156 -0.20073228328210405 0.34208028525766232 -0.099131001940963345 0.10556822841870402 -0.084848222817815108 -0.052024467186841901 -0.087115767284651743 0.11872654861114891 0.3062944743044313 43.089054721243819 -0.0094531677192527617
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 8 -7 -4 -1 10 -3 -11 13 -6
right_child=1 9 7 -5 12 6 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.074694372751247143 -0.016523916116909464 -0.041114259441224328 -0.019898196062550451 0.10271204302905815 -0.075074087607222673 0.032499655218925026 -0.028430336380087847 0.064044702482626184 0.02711403264633977 0.059584973232177846 -0.086161181197836001 -0.030682570746750085 -0.081902328895213428 -0.018655144483978588
leaf_weight=7092.3404166325927 773.77710794657469 1126.54041082412 2190.9296371564269 11634.744004316628 219.08415246009827 4177.9889130815864 3363.3902792334557 915.59553775936365 370.65364187955856 318.84896622598171 1236.9455046579242 232.78285664319992 6049.503625690937 264.73248522728682
leaf_count=38547 3365 5053 6393 40022 776 14363 10656 2682 1282 1012 4549 557 23022 1020
internal_value=0 0.0573109 0.0771693 0.0952767 -0.0462632 -0.0319605 0.0053254 0.00484255 -0.069638 -0.0483813 -0.0646899 0.021493 -0.0791106 -0.044203
internal_weight=0 18430.2 15515 12408.5 21537.7 15004.4 7541.38 3106.53 7462.99 2915.12 2363.49 551.632 6533.32 483.817
internal_count=153299 63633 52462 43387 89666 64848 25019 9075 39829 11171 9602 1569 24818 1796
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=15
num_cat=0
split_feature=34 124 124 114 67 138 157 115 4 178 124 154 67 14
split_gain=22205.5 2566.37 1703.92 1032.78 808.602 791.832 517.637 481.546 269.917 246.999 440.513 157.275 154.074 118.165
threshold=0.10911800436629582 -0.12509554665168884 -0.13167282072803185 8.937543708141197 0.013443727259959263 0.15572596260376173 -0.22887908569070886 0.061701948808625701 -0.0023318891630291039 0.18082056569489915 -0.04777553233113007 -0.12383702591718092 0.053243956895762397 0.45713331088173964
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 13 7 -6 -3 -5 -4 -11 -7 -1 -2
right_child=1 5 9 8 6 11 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.087320977591909432 -0.060131748774283747 -0.073414673037188669 -0.090921236392154853 -0.061042326633548673 -0.041261934567420666 -0.021834315583823805 0.094944506180570626 0.053541707427892798 0.079720384853139245 0.035110757397988746 -0.074903431789964545 -0.081267609766253815 -0.0062037354643344816 0.03884599175596621
leaf_weight=864.6941614896059 387.77029453217983 340.82730469107628 15026.770995266736 154.26984395086765 283.96872560679913 1049.6746654808521 15999.463421970606 2420.8113281875849 1164.5697402656078 421.78485062718391 2655.1428046002984 773.2319382801652 321.10971903800964 175.07689689099789
leaf_count=5006 1312 1284 86404 795 602 2758 31552 5140 2579 1381 9873 3059 971 583
internal_value=0 0.0704435 -0.0749404 0.00236558 0.088496 0.00410837 0.0925692 0.0378734 0.0632548 -0.0856357 -0.0598227 -0.0470445 -0.0653548 -0.0293441
internal_weight=0 21430.8 20608.3 2504.64 16846.3 4584.55 16283.4 2761.64 1318.84 18103.7 3076.93 1822.91 1185.8 562.847
internal_count=153299 46290 107009 9351 34049 12241 32154 6424 3374 97658 11254 5817 5977 1895
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=15
num_cat=0
split_feature=167 82 157 157 82 69 159 164 88 126 157 161 157 10
split_gain=16150.6 1704.8 1099.96 1094.21 2092.01 515.589 412.108 216.689 213.513 207.448 197.339 179.818 67.2515 100.116
threshold=-0.13980580322265448 0.26533523560512401 0.044717089938836309 -0.11929041329081111 0.12068393242240939 0.14038827560583242 0.14173612327263485 -0.26873388874049065 0.0027958606906195653 0.95283630725649859 -0.19863839271222702 -0.36408968012247628 -1.0000000180025095e-35 -0.047789224278591481
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 10 7 -1 -3 -6 -7 -2 -4 13 -5
right_child=3 5 11 12 8 9 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.10905294495012292 0.11459782735660476 0.10164852845719397 0.10070049750052606 -0.029602895092578949 -0.0029087498224312221 -0.057578181756444004 0.069936458533745013 0.00022294077082179596 -0.077484159397852734 0.038368836100296254 0.033802060789611753 -0.06491103242741636 -0.086339088957872567 -0.079321998255703768
leaf_weight=7905.0469426140189 776.41991147398949 487.49990132451057 75.085071742534637 538.68777395784855 442.60312404483557 1202.3898019790649 4085.2217835560441 370.89887287467718 2895.204205930233 277.3178493231535 495.04431653767824 516.93355497717857 10374.395402021706 1631.9838249459863
leaf_count=26123 2425 1480 253 2667 1552 3917 13077 1132 13388 974 1730 2875 72499 9207
internal_value=0 0.0745842 0.0891556 -0.0676811 -0.026015 -0.0038299 0.0957255 0.0578243 -0.0675952 -0.0395964 0.08314 -0.0439067 -0.08299 -0.0669834
internal_weight=0 14920.4 12582.3 17154.3 4609.27 2338.11 11990.3 858.399 3337.81 1479.71 1271.46 592.019 12545.1 2170.67
internal_count=153299 49831 42328 103468 19095 7503 39200 2612 14940 4891 4155 3128 84373 11874
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=15
num_cat=0
split_feature=94 87 89 136 157 118 118 72 92 118 118 101 115 109
split_gain=17950.5 1096.97 819.24 447.577 363.727 243.146 223.522 217.432 137.782 113.72 90.7686 86.8371 79.1869 76.0067
threshold=0.042548684233350273 0.14379523964354343 0.22887505266811184 0.032893202413556942 0.019346283641429592 0.18497949133887945 0.098711012780513183 1.1321758082553928 0.018357259502399789 0.32112282700207534 0.46412739074670911 1.1587785959266004 0.028688754504832593 0.56784944580243202
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 11 7 13 -5 -3 -1 -10 -6 -2 -7 -4
right_child=1 4 5 6 10 12 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.084827423344047859 -0.059704503318716844 0.11617940442371805 -0.055844931536130793 0.019556993509103129 -0.025949508115833186 -0.019627928109565713 0.082851082092820882 0.05401395855697038 -0.070664992691742742 -0.026389186076004691 0.09262378972193662 0.23049899779538038 0.041030487464556537 0.012608632604401537
leaf_weight=10048.449644759297 456.88530138880014 8301.9872427806258 952.74337805062532 1014.5523859709501 244.35186116397381 307.52022192627192 1239.7295703664422 603.53484310209751 3317.307867385447 703.0430910885334 87.741859428584576 10.549057602882383 716.99368602782488 195.48431894928217
leaf_count=90315 2203 14548 5127 2320 841 1721 2715 1253 23467 5255 216 24 2573 721
internal_value=0 0.0916952 -0.0697417 0.0358994 0.108135 -0.0125917 0.0543652 0.111966 -0.0785678 -0.0629224 0.00537852 -0.0531552 0.0228231 -0.0441908
internal_weight=0 11959.3 16241.5 2721.72 9237.62 2172.74 2254.28 8905.52 14068.8 4020.35 332.094 467.434 1024.51 1148.23
internal_count=153299 24120 129179 7262 16858 10142 5035 15801 119037 28722 1057 2227 4294 5848
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=15
num_cat=0
split_feature=110 166 93 118 103 165 156 62 102 62 169 70 158 77
split_gain=2085.33 779.093 531.674 398.585 374.482 353.464 243.185 152.347 132.079 131.648 200.8 153.021 92.604 94.2177
threshold=0.06236441525242279 -0.046904210849641463 0.0086663959831634989 -0.093793515287040663 -0.050237652136685844 0.16661365316061649 2.0500888751350015 0.057574552796714244 0.49092907987895862 0.0095689857448110812 -0.075144331046287774 -0.23761303116819268 -0.075097143880312509 -0.30332645629218197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 7 9 -3 -7 11 -11 -1 13 -8
right_child=1 5 3 -5 -6 8 12 -9 -10 10 -12 -13 -14 -15
leaf_value=0.37388433076990402 0.098961192927454464 -0.051796023406209035 0.12442134111957136 0.056087664071220927 -0.051275292065487921 -0.0048211935775430755 0.25616796809169634 0.091608052240122528 -0.058657677120080846 0.10418456779057098 -0.017067485415083777 -0.054146598393749891 -0.07117072348774299 -0.026211835461684391
leaf_weight=8.4815400131046754 229.418690841645 89.847347935661674 1272.2681130561978 2593.9011988826096 599.36785528808832 1090.9477537777275 12.247790809720753 422.18372215330601 782.5993304271251 193.1265727430582 466.46536732651293 547.6566199939698 2649.8473074082285 335.04456451721489
leaf_count=119 3208 1083 4907 15970 11353 13654 120 1909 10025 3052 6284 12955 62622 6038
internal_value=0 0.0393488 0.062994 0.0785747 -0.00968792 -0.00718628 -0.0495053 0.0664446 -0.0273092 -0.0117816 0.0184348 -0.0476188 -0.0648072 -0.0162533
internal_weight=0 7080.53 4694.96 3866.17 828.787 2385.58 4212.87 512.031 1873.55 1215.73 659.592 556.138 2997.14 347.292
internal_count=153299 62109 35438 20877 14561 26671 91190 2992 23679 22410 9336 13074 68780 6158
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=15
num_cat=0
split_feature=156 115 166 14 66 44 115 151 87 124 55 166 156 166
split_gain=6002.03 7964.12 1678.8 1294.27 1146.58 730.455 554.166 418.268 505.443 406.341 377.398 250.869 165.531 91.4227
threshold=1.9800238631997882 0.12592705089896156 -0.24603368706817533 -0.0038511892041103125 5.7766910944801522 0.12345905289578642 0.35910219616614353 0.06539443474219285 0.10811347439029587 -0.23661360183615163 -0.0023297455651983532 -0.23648216861314378 3.128912478001308 -0.20073228328210405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 7 9 -4 -6 -1 -9 -3 11 -5 -2 -12
right_child=1 4 5 10 6 -7 -8 8 -10 -11 13 -13 -14 -15
leaf_value=-0.081821765982307337 -0.063908650620600332 -0.020034125126632305 0.093548859845089927 -0.081216915877185256 -0.024222021040902028 0.023518955528591321 -0.077365573520413122 0.013226067978789936 -0.07388032368243054 0.069077292079323713 -0.081278526056486944 0.089495020679474957 0.041536943395372034 -0.0067947092952081525
leaf_weight=7605.4371453896165 872.35585641115904 949.10092161595821 12313.297741681337 97.943428784608841 3329.1130221039057 1694.4126366376877 4778.8140089139342 1176.8474587872624 1535.0723957642913 1110.3672874569893 190.48386870324612 710.888099655509 179.51032696664333 1221.6702731996775
leaf_count=41987 5584 3138 44796 412 10610 4834 19551 4622 6187 3556 832 2392 830 3968
internal_value=0 0.0297612 0.0759285 -0.0548919 -0.0386202 0.0850778 -0.0555448 -0.0697986 -0.0360802 0.0280105 0.0143554 0.0688231 -0.0459134 -0.0168417
internal_weight=0 25227 15059.6 12538.3 10167.4 14007.7 8107.93 10317.4 2711.92 2059.47 2220.99 808.832 1051.87 1412.15
internal_count=153299 92899 56044 60400 36855 49630 30161 52796 10809 6694 7604 2804 6414 4800
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=15
num_cat=0
split_feature=124 67 53 139 3 115 157 119 115 115 139 154 3 139
split_gain=18019.1 3322.71 2130.15 785.617 683.752 507.79 487.178 298.838 243.974 234.316 172.366 286.475 147.198 86.2004
threshold=-0.10193261758497575 0.029672730249635234 0.14610490870097101 -0.17140980330433159 35.108167231008444 0.064705483694736568 -0.23986864293789398 0.010417788082667101 0.061701948808625701 0.052758030485496453 -0.11881907139154206 -0.15062704509563993 122.45018466315058 -0.40476134659911972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 9 8 13 -6 -5 -3 -4 11 -2 -7 -1
right_child=2 4 3 7 6 12 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.028912233885293862 0.029491986523368648 -0.053461849334892446 -0.083375173173175568 0.021601737235858946 -0.039704406954359311 -0.014901493100846486 0.090107279551176811 -0.063538472826944636 0.040653213039428766 0.064719181597991823 -0.089240076499482679 -0.074255238829262479 0.075826245355746544 -0.088518309182412949
leaf_weight=65.445319257676601 316.35458481311798 334.56719990819693 115.46263913810253 565.88015203177929 294.66874371469021 523.78382039070129 15319.904795967042 1518.5463604927063 1558.5340693444014 1430.3018366098404 13858.775661684573 1677.2884361371398 271.52095277607441 1393.5356881320477
leaf_count=267 1009 1337 375 1568 669 1496 31962 5361 3620 2861 82392 10809 552 9021
internal_value=0 0.0660628 -0.0694618 -0.000363858 0.0807765 -0.0482095 0.0876576 -0.0404246 0.0240203 0.0536571 -0.0852851 -0.0577925 0.0160734 -0.0832507
internal_weight=0 19762 19482.6 3630.19 17507.7 2254.29 15614.6 2084.43 1893.1 1545.76 15852.4 1993.64 795.305 1458.98
internal_count=153299 48924 104375 10165 37588 11336 32631 6929 4957 3236 94210 11818 2048 9288
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=15
num_cat=0
split_feature=166 74 13 73 151 91 166 13 129 159 165 151 167 74
split_gain=13927.5 1840.88 1118.16 1261.33 921.019 630.861 403.27 344.175 230.793 172.968 159.977 65.6775 55.1489 62.1299
threshold=-0.15857837028901092 0.12711187342828015 -0.046856862089182542 0.2259268828853053 -0.027700877564156966 0.023872599124990269 -0.30964036276627521 -0.01654589344132008 1.0194752461492442 0.093469521372071832 0.091349212460466372 -0.044054632445796819 -0.21931659088508376 -0.18892871191129063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 10 11 -8 -7 -5 -3 -1 13 -4
right_child=2 5 12 9 -6 8 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.11387542946871168 0.078299982111448063 0.099126484163349002 0.14179367054573097 0.011528544670148468 -0.037023412993368622 -0.047823033733073277 0.079607026343459897 -0.01204421649907669 0.035734455307399098 -0.079227522962857636 0.033128447895951596 0.085085107082971456 -0.084553501997121056 -0.050815328571809384
leaf_weight=5351.1466481238604 1365.4184189960361 558.50014179944992 21.235687479376793 226.25881314277649 1405.2428328171372 1472.6464222744107 3510.2746164798737 463.88113286346197 426.23873939365149 2921.9666479974985 1072.7077024355531 930.08216306567192 10308.979447562248 79.238013811409473
leaf_count=19123 4446 1719 105 804 7074 4502 11649 1691 1373 15212 3081 3068 79028 424
internal_value=0 0.0723994 -0.0641022 -0.0293985 0.0198095 0.0101143 0.0938391 0.0689091 -0.0290671 -0.072705 0.0557251 0.109612 -0.0838349 -0.0101063
internal_weight=0 13785.5 16328.3 5918.89 2770.66 3530.09 10255.4 3974.16 1898.89 3148.23 1631.21 6281.23 10409.5 100.474
internal_count=153299 46206 107093 27536 11520 10675 35531 13340 5875 16016 4800 22191 79557 529
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=15
num_cat=0
split_feature=87 73 103 136 136 129 11 169 166 63 95 63 20 118
split_gain=14520.1 1437.76 676.337 428.298 332.233 253.171 243.256 214.85 203.049 152.985 127.577 101.324 91.5585 73.8211
threshold=0.090697552994204442 0.28123223146635939 0.20175603477172716 0.080568304211605865 0.1978229715263182 1.0225349957320811 -0.23764563880862838 2.4454525006022942 -0.21204605697818113 0.49186704541670423 0.04731894217181 0.1848448356510429 -0.43394324211821816 0.33589060143286747
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 12 6 9 -4 10 -5 -2 -1 -6 -3 -9
right_child=2 3 4 8 11 -7 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.083131117643760744 -0.033079805219905604 0.075308167140357485 -0.020842967613293985 0.08923010039591181 0.077294889983973172 0.12443013025489816 0.076351282244831342 -0.091709167691907512 0.0082327630042382336 0.056218655847413583 -0.057145640331472639 0.11060877903858977 -0.059014596439870663 0.20689362779649501
leaf_weight=10119.320380546153 639.14982533454895 53.156805232167244 330.81128127127886 371.91453523188829 1051.6914926841855 176.89586973190308 1162.021234408021 10.790890358388422 1844.2359962910414 274.13578589260578 2323.0832965970039 6922.3899684622884 1118.7834964133799 35.571102686226368
leaf_count=99813 2595 240 699 988 1792 373 2447 74 6572 616 17464 12583 6885 158
internal_value=0 -0.0618049 0.0895203 -0.00402949 0.0981095 0.0149331 0.0548131 -0.0774788 0.0218257 -0.00627559 -0.0782794 0.106215 -0.052922 0.137393
internal_weight=0 15876.9 10557.1 3388.09 9466.91 1090.18 1492.83 12488.8 2216.15 913.286 12442.4 7974.08 1171.94 46.362
internal_count=153299 132194 21105 14685 17521 3584 3146 117509 7560 3211 117277 14375 7125 232
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=15
num_cat=0
split_feature=139 96 22 118 11 126 12 58 103 38 35 167 31 90
split_gain=1765.81 721.652 827.428 481.501 223.267 209.152 202.326 189.397 183.015 95.1341 700.986 64.2895 58.8041 39.6374
threshold=-0.033815576643304548 0.0067420592761101962 0.33356196605508581 -0.06361936547673383 1.1557983722688949 0.93054087680644015 3.2295824907330273 0.024253519987699253 -0.049150207561878233 -0.11908382933960132 0.052069685990819702 -0.13191017361655624 -0.16758868381579109 0.90007759034381718
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 8 9 7 -7 -2 10 -1 -11 -4 -8
right_child=1 2 12 -5 -6 6 13 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.029713244300215338 0.013378560540717347 0.10475108165097646 0.10979577647846916 0.041231158669565719 0.95907078622225039 -0.055427749286491537 -0.059424210074625554 0.12257490187015162 -0.054687498838675401 0.0053247215942488577 2.5893006275923263 -0.074260367080405246 -0.05302478269332439 0.080525435368180312
leaf_weight=11.358886133879421 654.43907611258328 1763.0919635295868 22.849525548517704 3693.1115086264908 2.2960939332842818 91.037253210321069 369.03635239973664 174.06801807507873 996.55388487689197 106.04491314478219 1.1229949537664641 2369.6050070244819 758.62205162271857 21.411928571760654
leaf_count=334 14832 7815 238 24508 16 1656 8479 2053 23882 2316 16 55560 11389 205
internal_value=0 0.032404 0.047973 0.0617567 -0.0263363 -0.0562232 -0.00597222 0.0614487 -0.0277067 -0.0694629 0.205919 -0.0708513 -0.0482641 -0.0517495
internal_weight=0 7890.96 6237.68 5456.2 1653.29 3143.69 655.554 265.105 1650.99 2488.13 12.4819 2475.65 781.472 390.448
internal_count=153299 82680 43950 32323 38730 70619 12393 3709 38714 58226 350 57876 11627 8684
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=15
num_cat=0
split_feature=19 156 115 156 115 160 13 160 131 158 158 71 163 55
split_gain=7308.58 2881.44 1394.58 994.03 1758.29 562.92 546.615 518.214 477.778 248.759 134.215 101.387 57.1914 52.4194
threshold=0.054408287047823987 1.5240677681118828 0.082379144905494806 1.8660279442761636 0.30961342237335471 -0.27086233741687554 0.011856334217864717 -0.21289533094517887 -0.18082490749460692 0.03180553407817422 -0.015751432759360581 0.097786093662473469 -0.18924994453316954 -0.025732732225372468
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 9 7 -3 10 -5 -4 -1 -2 -6 -11 -8
right_child=1 2 8 4 11 -7 13 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.075878891056448641 -0.06866386477017046 -0.038970542001752595 -0.026520335729694783 -0.056155970443159856 -0.076294843101009174 0.092391394986608977 0.10607671575352236 0.018589478839549457 0.046267713853020531 -0.084602106496244223 0.011651049561347774 -0.024337172658463073 0.0055917883868273977 0.033398156092452676
leaf_weight=6506.8878962770104 2152.1387531086802 337.45145874470472 1525.4033502116799 1090.0911331623793 4161.3297895863652 9799.1703203991055 175.02285465598106 6220.9237782210112 2205.8526572659612 81.992792837321758 230.33878011256456 412.82205927371979 493.12952210754156 229.18879321217537
leaf_count=38872 9682 1957 4628 7498 19268 38608 608 20425 6825 392 661 1566 1645 664
internal_value=0 0.050133 0.0687786 -0.0406503 -0.0229788 0.0880183 -0.0426564 0.00744474 0.0165107 -0.070307 -0.060899 -0.0716056 -0.00726678 0.0648678
internal_weight=0 16654.6 13867.9 18967.2 11885.2 10136.6 2786.69 7311.01 3731.26 7082.01 2382.48 4574.15 575.122 404.212
internal_count=153299 63633 52018 89666 48757 40565 11615 27923 11453 40909 10343 20834 2037 1272
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=15
num_cat=0
split_feature=34 112 140 116 173 127 116 96 55 127 122 112 41 76
split_gain=15336.4 2128.29 977.233 940.204 742.533 539.843 489.882 547.251 397.633 298.702 185.964 183.003 204.948 122.501
threshold=0.086174694858612191 -0.098113402318499701 -0.1470247215164934 0.020503183891968698 0.22031991913334548 -0.22150966447705481 0.12469168213728818 0.053267887294488871 0.018719988103782791 -0.10179686488058655 0.047257613335984931 -0.21055181275232712 0.023951433767589177 -0.15686815906579465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 8 -5 13 -8 -1 -6 -2 12 -4 -3
right_child=1 6 11 5 9 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.080751090059621083 -0.080568720213361728 0.045531634956808301 -0.088661494673654667 0.091981146037862907 0.10858256351045679 0.054615496453029592 0.06391398565407258 -0.028916622414460913 0.039334639319585495 -0.018426940319205453 0.019930372478756418 -0.08590206204252418 0.073451645370473759 -0.086242993667928938
leaf_weight=1258.2427422776818 432.20198361575603 76.81918977200985 157.5789831802249 9388.7136157229543 517.47881823778152 6573.833928309381 1065.0877568945289 1572.8145529255271 353.12622475624084 288.34655625373125 320.77226776629686 13521.732953537256 154.39058559387922 863.99050832539797
leaf_count=9183 2129 226 1092 20593 1082 15111 2324 4256 1185 998 1053 89485 372 4210
internal_value=0 0.0564578 -0.0739045 0.0714419 -0.0152402 0.0765929 -0.0135305 0.00856496 -0.0544347 0.0631351 -0.0377554 -0.084155 -0.00843334 -0.0754833
internal_weight=0 20294.2 16250.9 16715.5 2417.19 15962.5 3578.71 2637.9 1611.37 805.825 752.974 13833.7 311.97 940.81
internal_count=153299 49902 103397 38886 12448 35704 11016 6580 10368 2080 3182 90949 1464 4436
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=15
num_cat=0
split_feature=160 74 13 94 156 91 156 117 13 156 104 14 161 8
split_gain=11376 1525.09 1038.88 1070.41 528.739 506.337 387.07 221.482 185.478 158.484 155.411 139.201 69.4716 51.6283
threshold=-0.14088064267580283 0.11905019717498043 -0.070507507523692697 0.028717631181951767 2.7797299440620846 0.016994287042701322 3.0391333347995766 1.5221825344957678 -0.12953052167315585 2.286775902667781 0.085255792541389111 0.12066765047300884 -0.22141966862462967 0.68045169596317889
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 11 9 -2 -7 -6 -3 -5 -1 13 -4
right_child=2 5 12 10 8 7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.093506527481005963 0.040564410518208902 0.075600721638943769 -0.035820316429431856 0.011573763464344407 0.051266351439477525 -0.043183399545974277 -0.052329707938185754 0.022577579707481549 -0.047331103569075855 -0.0076971897993246292 -0.077122486820867642 -0.015831464501459499 -0.083106226489086193 0.1444722076502509
leaf_weight=8924.367900274694 1981.8916481733322 1056.1750742420554 71.294881608337164 214.17930334061384 412.14336928725243 1450.9551103487611 579.76943896710873 791.56063617020845 355.24627202749252 291.43901488929987 2543.9173134714365 117.97871029376984 9353.3146926723421 20.435592964291573
leaf_count=32445 6989 3241 410 889 1413 4335 3221 2700 1766 959 14353 565 79946 67
internal_value=0 0.0649075 -0.0623496 -0.0270049 0.0853166 0.00914136 0.0195401 -0.0199712 0.00562281 0.0575865 -0.0702348 0.09208 -0.0822569 0.00434501
internal_weight=0 13399.9 14764.8 5319.76 9809.74 3590.13 2561.66 2242.52 767.39 1347.61 2758.1 9042.35 9445.05 91.7305
internal_count=153299 47424 105875 25452 36189 11235 10210 7035 3179 4200 15242 33010 80423 477
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=15
num_cat=0
split_feature=94 61 89 151 8 91 12 100 169 129 168 94 89 119
split_gain=12246 850.924 769.046 288.359 256.028 233.363 176.72 154.438 144.098 138.429 135.263 106.845 122.012 106.633
threshold=0.042548684233350273 0.19781059758299321 0.16592674276057889 -0.041379528993008056 -0.10921501436379648 0.10409880113476845 2.1559845412285488 0.42909898435730337 2.4454525006022942 1.0191710895783463 5.6917933445035045 0.027889272205004142 -0.1252831022852377 -0.019764642466874465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 4 -2 13 -5 8 -4 -7 -9 -1 -13 -3
right_child=1 5 7 6 -6 9 -8 10 -10 -11 -12 12 -14 -15
leaf_value=-0.079299201611492898 -0.018064130123198185 0.0060760814829464846 -0.03954745635259474 0.015122096141065858 0.079969161916007517 0.10354686019622186 -0.070393019605631088 -0.015836767506812986 0.12894363852465551 0.067100998916825541 0.062013140637938481 0.61303283240266482 -0.041348387935651321 0.070064357039850172
leaf_weight=10309.32467494905 362.25050790607929 376.92320287972689 1610.9361820481718 671.66520055383444 1006.8593017980456 6238.5461478531361 377.46491342037916 530.82790443301201 52.409341089427471 1251.1550235599279 385.09550403803587 2.8611973151564589 686.37728594988585 842.63699331134558
leaf_count=110776 1200 816 9560 1857 2207 12076 1879 2443 189 2448 1339 24 4848 1637
internal_value=0 0.0762817 -0.0652257 0.0238025 0.0540307 0.0908532 -0.0156453 -0.0160806 -0.0342386 0.0974586 0.0168948 -0.0767507 -0.0386319 0.0502878
internal_weight=0 11127.5 13577.8 2418.24 1369.11 8709.26 1049.13 2579.27 1663.35 7489.7 915.923 10998.6 689.238 1219.56
internal_count=153299 24120 129179 7143 3407 16977 3736 13531 9749 14524 3782 115648 4872 2453
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=15
num_cat=0
split_feature=13 87 108 117 135 167 123 71 45 170 71 57 166 89
split_gain=1582.26 482.745 668.115 445.146 254.477 140.025 127.632 148.137 103.304 138.536 76.1975 66.0951 59.4306 72.2378
threshold=0.082037545336619735 0.25944092783890471 1.5456233449410959 0.45300912117160635 0.020988521776970203 -0.18361276241514055 855.50000000000011 0.029055048014522099 1.5093108031776392 0.17531192436882312 1.1303467054820271 2.602534611130817 -0.23188565912330159 0.32221150136908311
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 11 -8 10 -10 -7 -2 13 -3
right_child=5 12 3 -5 -6 8 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.043893157248288545 0.83397029077654583 0.10694407575605924 0.091669076969095209 0.031525060334087744 0.020725524763392619 -0.069100301331600722 0.14559068261909669 0.95993490745484267 1.1181085441594509 0.051453119675850346 0.1822713163953118 0.001813932853743714 -0.058725258180330857 -0.056266635060429331
leaf_weight=1017.2779872538522 0.98113683052360912 51.601135583594441 2186.4754061996937 2814.887311430648 1520.1479593217373 2399.6985807055607 6.3684601094573718 3.4406635425984859 1.2493550088256586 47.947010623291135 12.119818190112708 35.108119368553162 646.8576259156689 57.157133042812347
leaf_count=25676 19 261 11876 19776 18031 64077 76 22 22 741 102 831 11373 416
internal_value=0 0.0289763 0.0366141 0.0578186 -0.00518071 -0.0616834 0.111375 0.431231 -0.064911 0.0785411 -0.0678371 0.0244373 -0.0472257 0.0211698
internal_weight=0 8294.4 7538.79 5001.36 2537.43 2506.91 45.8984 9.80912 2461.01 49.1964 2411.82 36.0893 755.616 108.758
internal_count=153299 87409 75359 31652 43707 65890 948 98 64942 763 64179 850 12050 677
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=15
num_cat=0
split_feature=20 33 115 167 151 115 69 40 167 115 101 151 115 165
split_gain=5174.5 1531.66 1377.76 1027.6 945.625 1066.93 441.521 284.527 229.76 348.315 142.235 221.398 130.496 36.9054
threshold=0.042038869695831003 21.52576878636668 0.10487752595793308 -0.25071937559254609 0.0026347595261509145 0.22112729483354873 0.35606871857463157 49.874743577683311 -0.19876268713362227 0.33312880285017554 0.14901125682219513 0.088644054317547794 0.38759225619247245 0.20908210643249545
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 3 -3 8 6 -6 -4 13 -10 11 -2 -7 -1
right_child=1 2 7 -5 5 12 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.082366346067640733 -0.061534796912411975 -0.034238177291600662 0.018911756069718712 0.080984362802824339 0.031908618358459165 -0.02953210197843591 -0.064738516191619397 -0.04188368025049255 -0.026213240143629392 -0.072560816171028469 -0.0645899631148832 0.07568689231858669 -0.073358020852847886 -0.054135267174340362
leaf_weight=2718.9785764552653 263.13165815919638 840.4074968546629 2695.9776773303747 9798.0171815976501 4105.5357976406813 1096.602404974401 534.19003460556269 1077.4641417488456 3948.4388625100255 2751.4296535551548 1232.9056148007512 212.55923482775688 1785.8686695992947 558.10596610233188
leaf_count=23425 1636 4943 8543 40492 14963 4350 2389 3770 15238 14056 5797 841 9025 3831
internal_value=0 0.0428544 0.0534677 0.0718821 -0.0356752 -0.00890344 0.0207813 0.0015523 -0.05586 -0.0452468 -0.0466682 -0.00021822 -0.056685 -0.0775584
internal_weight=0 16120.5 14411.9 10638.4 17499.1 7522.2 4639.73 3773.44 9976.95 6699.87 1708.6 475.691 2882.47 3277.08
internal_count=153299 66022 57748 45435 87277 30727 17352 12313 56550 29294 8274 2477 13375 27256
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=15
num_cat=0
split_feature=34 125 68 44 129 12 90 68 13 154 37 76 52 77
split_gain=12806.9 1880.02 833.558 740.892 918.297 478.337 409.796 337.916 324.443 291.076 214.927 170.667 148.995 120.558
threshold=0.078976651266925588 -0.090066903279407737 0.14102294099488752 0.12794464414386295 1.0158968732499545 3.4083120553363293 0.67536271764699118 0.0035140698903513927 -0.098990535087795622 -0.17343230403274132 129.15691853903391 -0.015843434266984018 0.1441870751089506 -0.35001894746980361
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 10 8 -3 -4 -2 -5 -7 13 -12 -6 -1
right_child=1 5 6 4 12 9 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.08213014616371897 -0.050364079269417023 -0.057771513374354801 0.080730132256669196 -0.069637449477969335 -0.073271865007905182 0.062451537560850749 -0.043734261635946979 0.036246131446771405 0.088678396462590306 -0.015910401683141281 0.11709967949323069 -0.07654923358701321 0.02833341162247964 -0.086263423407459544
leaf_weight=42.672787457704544 523.73300205171108 1520.4495000392199 12065.185831815004 158.79935137555003 1764.0300674661994 819.11424645781517 270.46117533743382 3220.5359737053514 700.30153390020132 1125.1251936778426 94.458172053098679 87.828580617904663 157.18415785580873 11508.147278405726
leaf_count=99 2321 5864 28420 764 8445 1786 597 8099 1755 4019 299 543 480 89808
internal_value=0 0.0510609 0.0654574 -0.0729426 -0.0265283 -0.0157546 0.0780012 0.0241315 0.0594147 0.0171037 -0.0839411 0.0237966 -0.064959 -0.0856413
internal_weight=0 19544.6 16079.9 14513.4 2780.32 3464.69 12335.6 3744.27 859.101 1944.24 11733.1 182.287 1921.21 11550.8
internal_count=153299 51106 39437 102193 11444 11669 29017 10420 2519 5805 90749 842 8925 89907
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=15
num_cat=0
split_feature=167 83 156 14 103 151 88 151 118 158 158 114 159 122
split_gain=9238.72 1262.59 788.553 565.307 560.22 575.102 451.321 399.851 216.813 150.554 125.537 115.464 56.7063 91.0532
threshold=-0.12013003486772736 0.1289244183917547 2.9746470883154186 -0.012395091817702241 0.2368498328941874 -0.070319204690944839 0.0038133094174838717 0.049637019528184743 0.020460775133207623 -0.22096452496680793 -0.11110556682457762 3.9889457459330546 0.077420421370331102 1.2150715981063025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -2 9 -1 -8 -3 -4 -6 13 -5
right_child=3 6 10 12 11 -7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.089992763554886279 0.06390075543220726 0.051654590822747974 0.021780990309303191 -0.045625808597717143 0.124557895040819 -0.039586707161663418 -0.065894590414764989 0.028191681108859376 0.0031270708193022606 -0.014083674439590604 -0.0558887538785445 -0.07411613943401589 -0.081757190546355551 0.21413271077027285
leaf_weight=7876.3042831644416 845.19780511409044 1655.6090250611305 389.65925045311451 132.44263888150454 29.635336935520172 1472.6167217418551 880.35539720952511 1207.3842169083655 942.16985294222832 441.22622397914529 446.60791670531034 2265.2325412780046 7749.3845202587545 15.025388136506079
leaf_count=30675 2978 5084 1459 1163 136 9043 2986 4616 3610 1591 2845 14221 72815 77
internal_value=0 0.054238 0.0732237 -0.0643413 -0.0365267 -0.0018497 0.00618501 0.0817783 -0.0302133 0.0378216 -0.0196985 -0.0715505 -0.0805882 -0.0191592
internal_weight=0 13839.3 9919.96 12509.5 4612.68 2317.81 3919.36 9083.69 1822.53 2096.84 836.267 2294.87 7896.85 147.468
internal_count=153299 52866 39595 100433 26378 12021 13271 35291 6596 6675 4304 14357 74055 1240
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=15
num_cat=0
split_feature=91 92 137 14 117 152 44 14 85 70 8 92 69 152
split_gain=9884 912.232 578.491 252.946 247.415 238.013 166.642 244.458 185.679 152.589 152.164 104.077 101.088 47.9315
threshold=0.061245731060978532 0.10355738843681561 0.098800179740987606 -0.05304305845176225 7.3449218121662678 -0.11455952894285244 -0.053848644108503971 0.14912401724208046 1.4175842723840066 0.33239504659299157 -0.048132511314163746 0.018357259502399789 0.11355108478924815 -0.43963694394258973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 6 10 9 -5 8 -8 -2 -3 -4 13 -13 -1
right_child=2 4 3 5 -6 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0053653593202294195 -0.068953434482418405 -0.045090490607959485 0.056073243048525193 0.083860833644287036 0.072237357057300666 -0.0041212372934522432 0.062012059275605269 -0.054427729421879761 0.13148080324145181 -0.0013807666133373283 0.094127855214749867 -0.065950823845059861 -0.0046870251262312304 -0.082793413429510868
leaf_weight=80.847737457603216 350.37284848839045 1688.7564884983003 1258.3953908011317 602.85066503286362 288.69182294607162 627.55457428097725 744.4012283757329 237.93194030225277 53.242179393768311 1515.3188258297741 6367.6993348747492 1745.6602924764156 318.46968124061823 7208.6861091405153
leaf_count=1020 1366 11435 2436 1223 1327 1736 1844 1156 100 6620 13053 17698 2067 90218
internal_value=0 -0.0600377 0.0716589 0.0810602 -0.0164296 0.0389866 0.0115824 0.0338091 -0.0425135 -0.0244186 0.0878484 -0.0763215 -0.0564986 -0.0819347
internal_weight=0 12846.4 10242.4 8856.5 3492.77 1230.41 1385.95 982.333 403.615 3204.08 7626.09 9353.66 2064.13 7289.53
internal_count=153299 130385 22914 18448 19382 2959 4466 3000 1466 18055 15489 111003 19765 91238
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=15
num_cat=0
split_feature=13 96 87 118 103 33 85 89 74 11 45 115 62 170
split_gain=1368.51 469.62 535.441 335.88 196.918 227.627 192.974 111.031 110.304 112.637 99.8496 89.7273 87.549 61.7273
threshold=0.082037545336619735 0.0067420592761101962 0.21993698335983092 -0.018775282357394479 -0.049150207561878233 21.067870998367972 -0.12712516308902938 -0.0066691298350118776 1.260385424743961 -0.10386544178827198 2.9789428745814157 0.40730545404299573 -0.008810131736679638 0.22745373528765814
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 -4 9 12 -11 -10 -2 -13
right_child=8 2 7 -5 6 -7 -8 -9 11 10 -12 13 -14 -15
leaf_value=0.17097768959546955 -0.016335744203048841 0.079384374597192803 0.17152853821898756 0.030491529178289553 1.0488273511162844 -0.0025038161394870988 -0.053210295353303766 -0.043089759438901309 -0.08628742594766442 -0.069521278481489313 0.1085137324805746 0.77634689880422858 0.17504656318041073 0.17734527980696868
leaf_weight=86.89860132522881 107.00701339542866 2321.4469344615936 24.861019570380449 3559.3531065229326 1.5916950535029162 583.47628090437502 916.85242118593305 792.96340890880674 4.764101739972828 2110.0304290680215 31.979241315275431 3.4571947157382965 30.777718181721866 3.4244330190122128
leaf_count=1597 3037 11598 47 22911 32 13832 24336 13056 49 61886 410 10 459 39
internal_value=0 0.0276554 0.0392487 0.049792 -0.0212232 0.019984 -0.0513004 -0.0365656 -0.0596577 -0.0612258 -0.0668633 0.247319 0.0264144 0.478272
internal_weight=0 8287.44 6698.62 5880.8 1588.82 670.375 918.444 817.824 2291.44 2279.79 2142.01 11.6457 137.785 6.88163
internal_count=153299 87409 47612 34509 39797 15429 24368 13103 65890 65792 62296 98 3496 49
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=15
num_cat=0
split_feature=19 156 115 156 115 158 13 160 128 14 151 151 96 158
split_gain=4954.96 2256.36 964.74 754.328 1143.35 526.334 416.779 395.311 378.607 182.376 101.679 87.8401 74.0395 53.9553
threshold=0.034229805427413794 1.5240677681118828 0.078694933991263025 1.7587699643730443 0.35034488243583423 -0.22096452496680793 -0.038602507499501372 -0.21739348835933839 -0.21316429325196987 0.021145857349429035 0.01114151212259506 -0.32106268196029542 0.061524825083490352 0.011600093201802089
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 9 7 -3 10 -5 -4 13 -2 -8 -6 -1
right_child=1 2 8 4 12 -7 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.076712115117462121 -0.081516322655284662 -0.011547460275451726 -0.022843688237125018 -0.056451326493642373 -0.077448372405623522 0.083047682111522109 -0.08257365650637076 0.0098058147880112408 0.041294517112269002 -0.015480858499867202 -0.038148272344317911 0.048027466501583876 -0.040125193140829733 -0.015650531754817912
leaf_weight=4548.0261100456119 1140.7425444573164 631.55981480330229 1466.8075512126088 1052.2234158106148 2714.0488607212901 8567.133028306067 57.218978717923164 6244.103955052793 2470.446042753756 583.25320634990931 1027.6355681717396 515.16397571563721 660.93757128715515 149.46542828530073
leaf_count=32934 6409 3258 4863 8786 15914 38696 134 21633 7854 2372 4877 1749 3210 610
internal_value=0 0.0416032 0.058823 -0.0373085 -0.0220113 0.076553 -0.0409282 0.00025069 0.0174001 -0.0682209 -0.0609634 0.0349718 -0.0701392 -0.0747692
internal_weight=0 15876.7 13135.9 15952.1 10671.3 9198.69 2740.76 7296.33 3937.25 5280.74 2168.38 572.383 3374.99 4697.49
internal_count=153299 67840 54671 85459 49543 41954 13169 30419 12717 35916 11286 1883 19124 33544
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=15
num_cat=0
split_feature=52 112 67 123 157 123 173 115 119 115 4 173 76 77
split_gain=10746.9 2107.61 893.639 627.165 607.588 472.172 462.125 380.452 374.721 146.047 127.426 124.812 281.499 57.9559
threshold=0.063715891026541419 -0.064322731256626645 0.10556822841870402 340.50000000000006 -0.22208162574859427 268.50000000000006 0.24049324944629685 0.14451848550219057 0.10131808386055123 0.041409066392342223 0.22212336121461571 0.23316163136515225 -0.010704911663203155 -0.35001894746980361
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 -4 -2 9 -3 -9 -1 -8 13 -13 -5
right_child=1 7 4 11 -6 -7 10 8 -10 -11 -12 12 -14 -15
leaf_value=-0.082557534868696353 0.057143273088287032 -0.079806631538497749 -0.052431288878341753 0.10826992856952507 0.07605031140909202 -0.01818704133663104 0.10789615574161458 0.026081443746648822 -0.054866624565834132 0.0066466779362710062 -0.097310426408294015 0.033312166276653732 -0.078902636031772486 -0.085573706560635079
leaf_weight=467.94645868986845 1462.8050795719028 976.74366240203381 379.57536534965038 15.44749280810356 12140.166871063411 1929.7507851868868 330.97548776865005 1453.7435042187572 942.70291966944933 301.97558145970106 33.305609568953514 296.83461399376392 905.49348656088114 10106.768786955625
leaf_count=4140 3504 5376 984 36 30543 6821 694 3808 3118 1161 128 921 5105 86960
internal_value=0 0.0445981 0.0598188 -0.0745592 0.072155 0.0142939 -0.00366369 -0.0272021 -0.00576153 -0.0475702 0.0891345 -0.0816597 -0.0511987 -0.0852779
internal_weight=0 19285.5 15912.3 12458.7 12519.7 3392.56 1134.2 3373.19 2396.45 769.922 364.281 11324.5 1202.33 10122.2
internal_count=153299 54154 41852 99145 31527 10325 6123 12302 6926 5301 822 93022 6026 86996
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=15
num_cat=0
split_feature=160 83 157 82 157 160 160 118 135 144 151 3 157 90
split_gain=7975.15 982.851 795.914 1021.28 772.731 449.754 416.322 326.588 254.909 222.168 190.845 114.826 52.1131 65.1646
threshold=-0.11249831788375771 0.1289244183917547 -0.11929041329081111 0.28386640108550293 -0.032984858614222019 -0.32938043602474915 -0.27458192764099837 -0.22295850012545351 0.024976519007239465 0.069816657411211722 -0.10357948728857523 10.983531132072264 -0.003537121689547082 0.0028306040960744375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 10 -6 7 -3 -2 -8 -1 -5 13 -4
right_child=2 6 12 11 5 -7 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.092521004072510904 0.097318224292196456 -0.056169949823085541 -0.022748899463694249 0.041396688095069287 0.10387780936610212 -0.034017615173534646 0.059810137154225763 0.056300320794177142 0.010405504181263743 -0.041419360882630429 0.060154023535792557 -0.075990860904338361 -0.082981194806990177 -0.07349461520966144
leaf_weight=5085.5990155115724 499.17060447484255 303.45153152197599 326.27372071146965 87.285454742610455 308.82173852622509 1010.3184465430677 253.17120392620564 1730.6179586425424 1041.6472860835493 1509.2875009477139 2838.4602664634585 1838.390257358551 6740.772643122822 1127.6303875595331
leaf_count=21803 1780 770 2246 310 1165 5186 780 5706 3708 5548 10722 12665 72344 8566
internal_value=0 0.0515347 -0.0622858 -0.0221175 0.0691298 -0.00173514 0.00869689 0.0395215 0.0385622 -0.0268781 0.0809269 -0.07067 -0.0792776 -0.0621067
internal_weight=0 13039.7 11661.2 3466.49 9243.2 1319.14 3796.53 2034.07 1540.82 1762.46 7924.06 1925.68 8194.68 1453.9
internal_count=153299 51680 101619 18463 38876 6351 12804 6476 5488 6328 32525 12975 83156 10812
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=15
num_cat=0
split_feature=91 97 63 97 72 117 103 103 151 156 121 169 91 134
split_gain=8195.31 816.51 772.732 294.665 250.652 209.281 203.39 158.21 145.218 131.093 123.266 87.8859 73.9392 53.8245
threshold=0.058230264566090761 0.085046144491540424 0.19907307978302755 0.13539778237720032 1.0443612402901123 7.3449218121662678 0.40145586117623672 0.61660170913859125 -0.18116516369551242 2.2045911163067231 -0.19503567726655369 2.4454525006022942 0.036696468320065977 0.066679191068341762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 8 10 7 -6 -3 -2 -5 -4 12 -1 -13
right_child=2 5 4 9 6 -7 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.078509842472535965 0.049898398102234925 -0.036954373430225146 0.013590400327010619 0.049804216234632298 -0.04705963033151548 0.062769395735841574 0.063963348926716609 0.017219327866157451 -0.058309912921415324 -0.020044834088619651 0.092531506880417308 -0.043380309639910533 -0.040239275474258568 0.3033863199372277
leaf_weight=7671.5125087890774 160.12098053470254 2465.950851380825 204.53061673790216 1920.7523708492517 239.38586331158876 296.43733042478561 531.07416500151157 689.9059186950326 550.12245643511415 312.3941505253315 6014.6230541095138 8.2406664714217204 540.39037473127246 9.7984821945428831
leaf_count=104253 577 16985 385 3592 703 1409 1154 2375 2831 867 13408 65 4667 28
internal_value=0 -0.0583843 0.0651704 0.0221893 0.0832701 -0.0175654 0.0294679 -0.0251114 -0.0339149 0.0400331 0.0899354 -0.0755071 -0.0759914 0.144976
internal_weight=0 11682.2 9933 2943.39 6989.61 3452.29 770.46 3155.86 710.243 2233.15 6219.15 8229.94 8211.9 18.0391
internal_count=153299 129782 23517 7867 15650 20769 1857 19360 3408 4459 13793 109013 108920 93
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=15
num_cat=0
split_feature=14 133 168 73 163 76 155 129 99 151 5 170 52 130
split_gain=1095.62 387.053 537.876 370.102 283.045 257.31 506.244 167.448 142.629 112.937 88.4323 179.023 68.928 67.5283
threshold=0.083818868853840864 0.049124700896113128 5.6917933445035045 -0.0065178248084531111 -0.024571698223841008 -0.3606051543065259 -0.1990229061348045 1.018450205994736 0.038219583680138718 -0.37549091009116259 -0.098570510409365902 -0.1016657253754303 -0.16261580352051977 0.52579150309298073
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 10 -9 -10 11 -2 -7 -12
right_child=7 2 4 -5 -6 12 -8 8 9 -11 13 -13 -14 -15
leaf_value=0.057391948865231357 -0.08249986978234379 0.0050540725655052014 0.032190990802676012 0.080804099003851215 -0.022760575101968713 0.081136286236511548 1.8161943111772709 -0.064476448808953674 0.4471338812675909 0.044422053870316801 -0.073426907328304356 0.31915369272443167 -0.044411555493280221 0.14336554378411359
leaf_weight=6.3089059796184301 29.866941124200821 855.38736095838249 2105.7528589265421 2622.3373743426055 1689.2886841511354 45.928100826218724 2.2097465693950635 169.07512379717082 7.1981151085346928 213.93694421742111 1681.1862265933305 17.657748972997069 913.61717024352401 14.491884263232349
leaf_count=62 1193 18365 17975 12430 22168 473 19 5126 37 3602 55198 434 15947 270
internal_value=0 0.0258569 0.0337638 0.0621725 0.00773037 -0.0335446 0.513627 -0.0545485 0.00466589 0.0575306 -0.0678034 0.0667341 -0.0384023 -0.0715741
internal_weight=0 8240.83 7272.77 3477.72 3795.04 968.064 8.51865 2133.41 390.21 221.135 1743.2 47.5247 959.545 1695.68
internal_count=153299 87439 70938 30795 40143 16501 81 65860 8765 3639 57095 1627 16420 55468
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=15
num_cat=0
split_feature=157 154 44 12 112 157 175 157 161 151 14 4 100 103
split_gain=3613.57 3716.8 1089.02 751.85 465.668 312.687 264.094 192.853 173.985 129.917 124.714 112.803 51.5805 30.9761
threshold=-0.18161922874649064 0.029576325281972845 0.2650757027440897 1.8782571309712293 -0.2439962495378912 -0.024199608621715583 0.89626386898813537 -0.27784927337143267 -0.20235366314441608 -0.057075234855874561 -0.12002092260290002 -0.18276277298190632 -0.15820834187482558 -0.077449926746571404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 5 -2 -3 -4 12 -5 11 -11 -9 -1 -14
right_child=1 3 6 8 -6 -7 -8 9 -10 10 -12 -13 13 -15
leaf_value=0.46276075204501366 -0.030602770139923005 -0.035339118042485067 0.010366056806703194 0.028501328094460633 0.021295622259738137 0.058044760752731676 -0.063360830523920983 0.28779723459074213 0.080309470200634822 -0.029276917913436108 0.06155155356513841 -0.062419645581081998 -0.040236406656954452 -0.077575237489134807
leaf_weight=1.7807533740997303 2434.4824100136757 943.50075586885214 552.81543355435133 703.8932643532753 5965.2112502455711 578.35978086292744 4011.1767969094217 9.2607114464044553 8194.1683217510581 814.83644514158368 185.60611066967249 1336.2490846849978 234.94665548950434 4088.9203483201563
leaf_count=10 9404 4426 2444 3104 22438 2171 21601 85 37841 4885 734 10104 2488 31564
internal_value=0 0.0206328 -0.0151107 0.0651022 0.00625392 0.000149994 -0.0544306 -0.062804 0.0762111 -0.0397172 -0.0124261 -0.0600092 -0.0753247 -0.0755464
internal_weight=0 23383.6 12963.7 10419.9 8399.69 1521.86 4563.99 6671.6 8898.06 2345.95 1000.44 1345.51 4325.65 4323.87
internal_count=153299 103429 55887 47542 31842 6597 24045 49870 40945 15808 5619 10189 34062 34052
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=15
num_cat=0
split_feature=106 139 118 173 123 154 139 35 118 68 154 131 23 139
split_gain=8921.09 1927.98 948.752 862.105 533.791 371.15 303.848 285.975 279.646 238.228 184.152 173.859 142.678 66.4574
threshold=0.19629902956712916 -0.14321268680548638 0.011120553780532382 0.13459544320236697 300.50000000000006 -0.19984939100861163 -0.17140980330433159 0.046746829922422357 -0.051890399352919024 -0.001073372669519244 -0.09341338181117724 -0.18082490749460692 -0.33459779839905451 -0.44681797487706876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 5 11 -1 -6 -3 -5 13 -9 -4 -11 -2
right_child=2 7 4 8 6 -7 -8 10 -10 12 -12 -13 -14 -15
leaf_value=0.04686338204877976 0.38354714674550033 -0.083513173207667935 0.068533771395347456 0.066867987217567995 0.026571620910275703 -0.074726826439040023 -0.045489747251840802 -0.018460997810658016 0.00042598880637934592 -0.12256000454937339 -0.076269803140391584 0.021478536891940056 0.080918980702179302 -0.044987830906977021
leaf_weight=306.745127633214 3.6945964097976676 9137.52836330235 2022.3517980724573 1514.8159034624696 1091.6469767317176 1382.5290722101927 1261.0649855807424 1264.5862696096301 1088.7636674419045 34.608471870422363 976.60519863665104 1283.5529099926353 8042.8549427315593 176.520991101861
leaf_count=822 9 82868 5573 3786 3072 11830 5165 4696 3048 126 6122 3426 21824 932
internal_value=0 -0.0541181 0.0558959 0.00298626 0.0243539 -0.052648 -0.0120536 -0.0756619 0.0390833 0.0775101 -0.0436513 0.0502641 0.0800472 -0.0362024
internal_weight=0 15671.6 13916.3 4292.85 5658.62 1689.27 2352.71 11378.7 2603.58 8257.68 2241.19 3305.9 8077.46 180.216
internal_count=153299 113172 40127 19486 17236 12652 8237 93686 6834 22891 10818 8999 21950 941
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=15
num_cat=0
split_feature=166 73 13 73 151 151 114 13 145 139 114 159 67 115
split_gain=6701.34 1234.16 657.614 610.811 479.566 416.39 359.681 272.302 268.989 220.693 110.604 70.0681 41.6622 52.6203
threshold=-0.11873400545438702 0.081566183156694602 -0.042759155757597735 0.2259268828853053 -0.046724527864299557 0.04650795992422093 4.5535718772151759 -0.16236581672290998 -0.25309232455484748 -0.15726435410273151 5.3974053710336962 0.068874258098841859 2.2973864055139663 0.021246880833077002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 9 11 -7 -8 -1 -5 -3 -4 -14
right_child=2 6 12 10 -6 7 8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.068894352382558838 0.061202670537645457 0.099249314041744918 -0.081736226654536587 0.0068961381857400575 -0.037016298129555557 0.053857179898370633 0.020395980948499967 -0.034585070896378488 -0.038197403305471181 0.080716959267555344 -0.075306456266404143 0.038124980439301882 0.20850095980994376 -0.041098086024328309
leaf_weight=100.01364360377192 954.50803419575095 303.95271733030677 6430.2912922166288 179.66399455070496 1037.4065265022218 914.93392957001925 1349.1679515168071 561.92869048565626 1868.6967655755579 6956.8736530207098 1840.005734436214 489.66048204526305 9.1614954471588117 108.19886047393084
leaf_count=539 3264 1109 76189 789 6366 3322 4221 2831 7212 30778 14069 1657 58 895
internal_value=0 0.046987 -0.0611249 -0.0292423 0.0100494 0.0684914 0.00123985 0.020206 -0.0136307 0.0785966 -0.067994 0.0615355 -0.0806586 -0.0216136
internal_weight=0 12545.2 10559.2 4011.58 1991.91 8533.75 4011.48 1476.86 3217.86 7056.89 2019.67 793.613 6547.65 117.36
internal_count=153299 51669 101630 24488 9630 37470 14199 6153 11433 31317 14858 2766 77142 953
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=15
num_cat=0
split_feature=63 73 63 73 136 72 61 145 126 73 169 167 23 118
split_gain=6695.86 1208.3 467.591 378.087 363.414 216.909 191.638 159.067 138.945 136.387 125.523 95.065 93.8718 82.2433
threshold=0.11412136229841546 0.22005352583424395 0.23464188683850398 0.28123223146635939 0.080568304211605865 1.1321758082553928 0.029776753135071533 -0.32826888887140976 0.98747124310801559 0.56168257667700094 1.2766172080453579 -0.25998230471840583 -0.0051298510073547734 1.2107533894486917
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 8 12 11 -5 -6 -2 -7 -1 -4 -3 -12
right_child=2 4 5 6 7 9 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.075138508274442434 -0.052693336620785895 -0.081687685493030335 0.034364325997028405 -0.06441663396478918 0.13506540132143738 -0.056119784769407016 0.0586949776521839 0.012020196744715413 0.14676982980809022 0.053405132350755502 -0.015446668099302098 0.089628281270203905 -0.025541695056208194 0.18679627344747429
leaf_weight=7741.6977925579995 559.21343912929296 513.02413003891706 331.29068249464035 135.56602082028985 109.89529128372669 165.07921846210957 1878.2200313135982 2389.5464657694101 37.249667435884476 365.27548967301846 90.298342440277338 5150.6310534924269 709.75231962651014 25.867359451949596
leaf_count=111492 3044 5065 670 456 312 503 3653 9009 83 826 787 12473 4816 110
internal_value=0 -0.0513582 0.0650366 0.0296944 -0.00442482 0.0803806 0.0504072 0.0174302 -0.0402367 0.0193142 -0.0735903 0.0862885 -0.0490981 0.0295881
internal_weight=0 11580.1 8622.53 2610.25 3722.22 6012.28 2013.79 2499.44 596.463 530.355 7857.86 5481.92 1222.78 116.166
internal_count=153299 131591 21708 7236 19202 14472 4109 9321 3127 1329 112389 13143 9881 897
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=15
num_cat=0
split_feature=0 114 169 117 161 29 70 142 77 131 169 139 16 113
split_gain=1027.91 356.222 364.327 228.128 222.225 176.6 150.755 141.553 97.7916 89.7011 68.6741 64.7366 62.1976 44.5024
threshold=4.8767471974336507 3.8689526126504523 0.064938914003894094 0.48838402840816136 -0.16300444069173101 0.90945389888518635 -0.23761303116819268 14.971930265199957 -0.19474822120652216 0.64816162525924648 1.0463550384251497 0.050537900620419983 -0.070397399911771866 0.70445988351198408
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 7 11 -4 8 -2 13 -7 -6 -11 -1
right_child=4 2 6 -5 5 10 -8 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.072477734074311767 0.40669340515469898 0.07180294922035213 0.6376210239913761 0.028030712670613706 -0.068020012101369501 0.10481960272566859 0.00038330311902616223 0.72472923793923494 0.019599808259856934 0.32392070257035049 -0.089509744887901005 -0.023845647950920264 0.0011981955888159745 0.061947281055748343
leaf_weight=427.16685739532113 6.6617311649024478 2421.6987873306498 3.7186658252030602 2342.1956233447418 1841.6889682551846 92.837381962686777 2243.8084818935022 2.9376612752676001 321.11451307591051 9.9527187142521161 22.614963612519205 404.63709060661495 14.930952727794645 26.134398061782122
leaf_count=8815 64 19850 36 25471 63090 565 22864 9 5517 41 303 6439 95 140
internal_value=0 0.0289295 0.0346249 0.0502821 -0.043113 -0.0538635 0.00143765 0.0336607 0.0274671 -0.05458 0.0667541 -0.0600628 0.130277 -0.0647277
internal_weight=0 7489.61 7011.42 4763.89 2692.49 2361.78 2247.53 330.714 327.776 478.185 115.452 2246.33 24.8837 453.301
internal_count=153299 77312 68221 45321 75987 70397 22900 5590 5581 9091 868 69529 136 8955
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=15
num_cat=0
split_feature=20 158 116 166 168 166 63 67 127 13 1 17 162 31
split_gain=2829.33 1503.54 755.75 543.751 914.432 482.538 345.666 263.141 234.195 119.567 75.5643 71.5038 52.573 21.7135
threshold=0.042038869695831003 -0.22411700251532302 0.092630823649280977 -0.23648216861314378 8.9243503594953122 -0.18341395873882624 0.093777822459132812 0.30163405656362435 -0.27998538321553723 -0.17484582093495138 0.38994623984432958 0.24762418144459242 0.22653985990361589 -0.22235962536919776
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 5 10 6 -3 -5 -6 -4 13 12 -11 -1 -2
right_child=1 2 8 4 7 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.074910387985925961 0.058287055086423935 -0.0073902511573414528 -0.032737583517056648 0.018958588545965521 -0.026293102793999514 0.070760408174779313 -0.06154848699869836 -0.066877938193508346 0.024482830338331221 0.035124470340807852 0.33106995126557104 -0.055051823122024161 -0.03291785581047784 -0.069966980189358416
leaf_weight=2341.9671279489994 13.337829329073427 879.23704335093498 1027.3700524047017 5012.5385346934199 3496.0401776060462 7790.7021478749812 596.82046672701836 2941.9445822425187 2354.6198765486479 205.61327480897307 4.7160916104912749 153.63349346071482 341.62888284772635 1281.3419971503317
leaf_count=25924 81 4047 3933 20458 15397 39342 3043 19649 8056 945 36 809 2770 8809
internal_value=0 0.0349252 0.0471949 -0.0281968 -0.0191225 0.062835 0.0103929 -0.044839 0.0071006 -0.0544824 -0.0688618 -0.00343983 -0.0695646 -0.0686457
internal_weight=0 13705.9 12051.9 14735.7 12047.3 8669.94 5609.36 6437.98 3381.99 1653.93 2688.31 359.247 2683.6 1294.68
internal_count=153299 66022 55378 87277 58547 43389 23501 35046 11989 10644 28730 1754 28694 8890
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=15
num_cat=0
split_feature=124 67 140 114 116 98 129 114 139 92 155 157 124 139
split_gain=7643.16 1559.77 1124.31 568.166 512.955 368.506 289.033 251.733 292.862 217.765 153.534 206.437 47.9656 35.3472
threshold=-0.090597798892536871 0.029672730249635234 -0.13042599064050373 9.1376158107285175 0.05065183086795555 0.45160959286115449 1.0175083998774563 16.76551389220727 -0.38578293337448039 -0.0026445591979797024 -0.15134340718620617 -0.18578691632445862 -0.12829455160798228 -0.55112764650123891
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 6 13 -5 -3 8 -1 -6 11 -4 -9 -2
right_child=2 3 10 5 9 -7 -8 12 -10 -11 -12 -13 -14 -15
leaf_value=0.095243526637258949 0.21275615570856862 0.030717115625478145 -0.077079679758231989 0.070725167142876896 0.074988162788933152 -0.023257058170783176 -0.055053442146588444 0.063616629593650317 -0.068942822293931533 0.00045781256719825851 -0.083308569559835455 -0.0011801920375494027 -0.090809222071089726 -0.079757872432824534
leaf_weight=117.3699856698513 4.1544030755758277 2228.8225651159883 959.61448362097144 10246.175672031939 517.6273630708456 434.91754084825516 476.96831582486629 233.28212153166533 1460.5510455593467 1615.7183269187808 7965.0954201370478 571.92873194813728 22.011444300413132 735.19901293516159
leaf_count=466 9 6663 6305 29469 1457 1009 1506 554 11562 4822 79770 2219 111 7377
internal_value=0 0.0446829 -0.0611513 0.0565293 -0.00633495 0.0668984 0.0155978 -0.0418249 -0.0567302 0.0185416 -0.077733 -0.0487363 0.050302 -0.0781142
internal_weight=0 15220.1 12369.3 13386.9 2872.7 10681.1 2705.79 1833.21 1577.92 2133.35 9496.64 1531.54 255.294 739.353
internal_count=153299 51340 101959 38647 13665 30478 8169 12693 12028 6279 88294 8524 665 7386
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=15
num_cat=0
split_feature=160 73 158 139 151 103 158 27 151 159 6 12 161 96
split_gain=5613.8 1053.45 509.365 478.37 415.507 378.855 321.394 556.124 299.051 103.262 76.5067 63.881 45.8205 27.0868
threshold=-0.08387243891264605 0.081566183156694602 0.093819443523446136 -0.0058972327135454463 -0.070319204690944839 0.29599077358178388 -0.21012289660576539 0.14482486934310917 -0.096001850660376545 0.14814002128979673 0.12401517754316695 2.7351971298131494 -0.24699367476797515 -0.029156790472935328
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 12 5 -5 7 -3 -1 -8 -6 -4 13 -2
right_child=3 6 11 4 10 -7 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.081411890689725083 0.16635533803632174 0.062479174510343086 0.0047164291173602399 0.059856903398539246 0.0003506576234236592 -0.053742573252123782 -0.0085419098727025963 -0.029354759146423322 0.040958504868403918 -0.061466024780576139 -0.063818742845044782 -0.068117377537076348 -0.0821317105561713 -0.064860307691864835
leaf_weight=5116.5683992430568 11.793273009359838 1431.5890414565802 207.21076940000057 713.97144172713161 202.64297880977392 498.58841208741069 666.09365422278643 1222.5703909210861 2842.6931547001004 825.63010655716062 2235.2874762695283 287.51045476645231 5376.9997218027711 8.8830712884664518
leaf_count=24690 51 4891 1182 2755 1201 3743 2208 4632 12047 4133 21243 2761 67713 49
internal_value=0 0.0405951 0.0608441 -0.0626511 -0.0346916 0.0131463 -0.000695068 0.0201782 0.0669637 -0.037834 -0.0584849 -0.0376114 -0.0815604 0.0670194
internal_weight=0 12599.9 8453.98 9048.17 3650.49 1212.56 4145.88 2654.16 7959.26 1491.72 2437.93 494.721 5397.68 20.6763
internal_count=153299 56544 40680 96755 28942 6498 15864 9523 36737 6341 22444 3943 67813 100
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=15
num_cat=0
split_feature=91 136 89 118 103 91 152 122 126 106 11 138 152 122
split_gain=5677.74 685.76 633.236 301.642 273.015 186.046 179.558 169.005 113.607 92.1362 90.8824 85.8663 60.7869 247.455
threshold=0.045513467695683422 0.15894073129534947 0.083926355361269009 0.21711563909149453 0.10602485366901455 0.1231581599471477 -0.010858213345324228 -0.15190021946244339 0.82475757638567848 -0.16089691446235907 -0.39419249377753957 0.27481921840863272 -0.41940536013297508 -0.27392874581417398
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 12 10 9 -6 7 -2 -5 -3 -4 -8 13 -1
right_child=1 4 3 8 5 -7 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.3822491461578893 -0.037913245989562666 0.09060343227383251 0.07418093512077141 0.46110712108982538 0.042207979113220863 0.079566007137099784 -0.072622133530195185 0.045473333216623307 0.018590414306789912 -0.038650151373446073 -0.050460252910004166 -0.0075619726391059393 -0.076444825358641388 -0.061826723808233446
leaf_weight=14.6072781085968 322.09745101258159 66.743557430803776 60.754812695086002 5.8308625668287268 1771.0756824687123 5390.1927060186863 343.71919760480523 990.4807813167572 1154.5582220219076 317.49419310316443 1576.3347240909934 494.99988228455186 6315.5259437393397 89.019334891811013
leaf_count=284 1129 158 553 36 3565 13745 2311 3059 6770 1476 12512 1692 104689 1320
internal_value=0 0.0517211 -0.0578945 -0.0181889 0.0659208 0.0703269 0.00191694 0.0250109 0.020814 -0.0161983 -0.0458346 -0.0342246 -0.0751983 0.000770514
internal_weight=0 9696.8 9216.63 2797.48 7545.51 7161.27 2151.3 1312.58 1160.39 384.238 1637.09 838.719 6419.15 103.627
internal_count=153299 27135 126164 19871 18944 17310 8191 4188 6806 1634 13065 4003 106293 1604
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=15
num_cat=0
split_feature=139 25 159 158 95 98 34 143 167 16 74 20 46 5
split_gain=888.467 335.725 374.14 237.322 207.466 174.71 137.203 267.425 113.034 99.8909 84.6409 68.6181 63.591 32.176
threshold=-0.099346141994530637 0.045440379727734924 0.29409074671597174 -0.17871667978016872 0.68991937449303709 0.45160959286115449 0.15645742157926576 0.2539857772615372 -0.18843290623100115 0.21041604224513841 1.4867710940671588 -0.43394324211821816 -0.12744577822163683 0.79374921593795278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 4 -4 -3 8 13 -8 9 -1 11 -2 -10 -7
right_child=1 2 3 -5 -6 6 7 -9 12 -11 -12 -13 -14 -15
leaf_value=0.2490607371384678 0.19338145690384734 0.050374258174175582 0.027397039804902552 -0.046460741926890294 -0.0051476985150540593 -0.087384284590669922 0.46746017882105345 0.035946737003316444 0.18973025902559418 -0.084567967695480181 0.3279651605791124 -0.04261989804396276 -0.070863225084172921 0.15309092508372313
leaf_weight=21.247368450276554 12.508543655276297 4962.5836292384192 857.3571727052331 883.25428967736661 778.59452457074076 53.883483216166496 18.783059693872929 61.016911840997636 9.4223658889532071 15.536396538838742 6.331176007166504 817.24374979455024 1515.7168842591345 6.2047600653022519
leaf_count=261 160 44086 10519 20693 3517 669 110 678 154 331 23 16948 55089 61
internal_value=0 0.0238156 0.0305316 -0.0100813 0.0428446 -0.0554867 0.051577 0.137515 -0.0650755 0.108146 -0.0362829 -0.0390622 -0.0692533 -0.0625526
internal_weight=0 8317.87 7481.79 1740.61 5741.18 1701.81 139.888 79.8 1561.92 36.7838 836.083 829.752 1525.14 60.0882
internal_count=153299 95946 78815 31212 47603 57353 1518 788 55835 592 17131 17108 55243 730
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=15
num_cat=0
split_feature=157 154 52 156 139 156 23 157 176 157 4 114 4 13
split_gain=2666.38 2520.19 872.098 634.288 377.764 310.124 280.393 143.465 138.446 119.526 102.113 81.4142 51.0821 30.6627
threshold=-0.18161922874649064 0.045757622614136864 0.40170381727646381 1.589960556236419 0.018182359340597379 3.1596918645260286 -0.33459779839905451 0.019346283641429592 0.31999415147014093 -0.27784927337143267 -0.18276277298190632 7.9149760840953798 -0.042420806830589151 -0.11664047918860694
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 7 -2 9 -4 -3 -5 13 -11 12 -7 -1
right_child=1 3 6 8 -6 11 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.076439206850745026 0.016315136494835868 -0.028184163507638551 0.32738741319775189 0.07353662204332248 -0.035650514459617456 0.017345232030005233 -0.054930159210210563 0.053326115599715312 0.02136017233130293 0.20539247634596014 -0.04532315924503643 -0.016083917547040461 0.13642419954266871 -0.037305145816408168
leaf_weight=3341.1715897656977 7155.2815388776362 903.51752840727568 19.289613649249077 7147.7871769480407 1738.8645710013807 56.635443918406963 3472.7621158622205 283.74662411212921 547.50212113186717 16.383770450949669 1916.95263100788 121.74548958986998 98.989775292575359 212.97945315018296
leaf_count=31948 27366 4468 135 38402 8115 290 22148 1094 1701 127 14855 547 474 1629
internal_value=0 0.0186795 -0.010471 0.0593281 0.00615551 -0.0579945 -0.0528183 -0.00870386 0.0698244 -0.0632091 -0.0431985 0.0451699 0.0930887 -0.0740941
internal_weight=0 21268.8 12386.2 8882.55 8894.15 5764.86 3492.05 1187.26 7695.29 5487.49 1933.34 277.371 155.625 3554.15
internal_count=153299 103429 57764 45665 35481 49870 22283 5562 40103 48559 14982 1311 764 33577
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=15
num_cat=0
split_feature=52 118 106 124 173 115 126 92 139 115 23 44 142 177
split_gain=6492.96 1390.95 844.053 589.889 415.587 408.181 353.216 339.326 184.812 160.5 104.301 89.2525 153.007 74.0949
threshold=0.063715891026541419 -0.030876521214986848 0.25983928924156824 -0.12509554665168884 0.25415379327917381 0.23261979426622201 0.90607358249653946 -0.0099721189648257925 -0.037209580093169124 0.064705483694736568 -0.33459779839905451 0.22902430075160565 -0.051055185075117589 1.1267179251567934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 8 4 9 7 -4 -2 -3 -1 -7 -5 -13 -6
right_child=1 2 6 11 13 10 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.073493508499774096 0.061064100074530593 -0.017094332355961871 0.05394590042977964 -0.083109172608894971 0.088307961080898445 -0.16085145150345437 0.00016808446635289772 -0.012999430717153176 -0.067752221336346313 0.012231553761204321 0.079510575425117164 0.19290174096302237 -0.055771010297047265 -0.17465676006632402
leaf_weight=615.00575547292829 1505.2974428683519 2065.4901673793793 2885.9055934287608 7263.6430212818086 368.58558161184192 18.111007869243622 2117.4536919221282 1050.1591615974903 1105.6933500207961 338.67550928890705 5667.199916549027 25.570185080170631 765.01093422621489 11.035845786333082
leaf_count=6288 4309 6603 8859 85636 785 73 6369 3594 6298 1063 18049 108 5236 29
internal_value=0 0.0348318 0.00560488 -0.0694371 -0.00782632 0.0638238 0.0311868 0.0306279 -0.0347572 -0.0430504 0.0787449 -0.0796363 -0.0477281 0.0806634
internal_weight=0 16415.3 8174.54 9387.53 1333.3 8240.77 5003.36 2555.46 3171.18 953.681 5685.31 8054.22 790.581 379.621
internal_count=153299 54154 28129 99145 8165 26025 15228 7903 12901 7351 18122 90980 5344 814
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=15
num_cat=0
split_feature=160 73 157 157 83 157 135 160 91 19 165 120 10 178
split_gain=4691.08 880.719 676.281 524.52 523.857 355.932 509.13 334.93 214.676 144.109 119.91 99.9598 49.8342 39.1528
threshold=-0.08387243891264605 0.081566183156694602 -0.028561916973695482 -0.090952547438221884 0.096190495395818823 -0.23266728671412965 0.11866497726692829 -0.32938043602474915 0.023171841171170625 0.13864646227828242 0.21590378871596652 0.20792465306187227 3.3458078627513168 5.022203526161384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 10 6 -3 -4 -6 -1 -2 -7 -5 -14
right_child=3 5 7 12 8 11 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.073583088390714563 0.080669668043017159 0.064836645435365936 0.091315748114835893 -0.079611447682984018 0.011995410843246486 0.026542672650089555 -0.024853090269127586 -0.038292436876158381 -0.071590199168477545 0.02509485060101227 0.0065610698288556665 -0.049491929236663013 0.32928294850590001 -0.00034294002890084685
leaf_weight=6085.6098945215344 372.80905597656965 1322.4090079665184 250.33885607123375 5417.5079622138292 382.96805097907782 199.23293143510818 1213.8829243294895 979.54944498464465 1554.5406570415944 681.58970709145069 526.91850759834051 1308.327652644366 4.0108842402696601 35.474443756043911
leaf_count=30414 1373 4688 1104 77412 1604 710 4694 6362 13780 2800 2270 5772 29 287
internal_value=0 0.0370703 0.0563021 -0.0606628 -0.0257872 -0.000962365 0.0219107 -0.0119112 -0.0550687 0.0686994 0.0372685 -0.0394435 -0.0787956 0.0331402
internal_weight=0 12040.9 7997.09 8294.23 2837.24 4043.85 2536.29 1229.89 1937.51 6767.2 899.728 1507.56 5456.99 39.4853
internal_count=153299 56544 40680 96755 19027 15864 9382 7466 15384 33214 3643 6482 77728 316
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=15
num_cat=0
split_feature=94 63 92 151 118 61 30 106 2 61 8 151 177 73
split_gain=4918.15 694.049 558.077 283.303 280.646 231.085 189.169 173.409 125.354 117.217 88.2217 83.8953 230.332 56.6778
threshold=0.032804192003788653 0.23464188683850398 0.061864603793513336 -0.1010839831845551 0.18497949133887945 0.13882855186676626 9.3410758841999506 -0.058588408445792946 0.27648640127122476 0.29681049825313582 -0.075683471891994772 -0.48733897176077184 -0.15421017804267403 0.22005352583424395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 6 13 -5 -2 10 -6 -9 -3 12 -1 -4
right_child=1 7 4 5 8 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.40643595437916508 -0.032984044046945091 0.04396771417610712 -0.07417827267327233 -0.050783864655964996 0.0013953006177190852 0.016358349072583333 0.05956328898211373 -0.010651406109318725 0.098885028680891329 0.058704284178331012 0.087566068261901372 -0.077316507495276049 -0.083254208546709771 -0.035335289062968941
leaf_weight=13.453562442213295 256.56077836826444 534.03215486556292 603.21338594332337 765.89906623587012 1153.0579002089798 1549.9579867832363 1587.3538577668369 346.09135399758816 148.92818997055292 823.53736235201359 3545.5356314107776 5432.1697668246925 33.580457590520382 995.78207752108574
leaf_count=218 774 1254 7271 4489 7489 3903 4104 930 1058 2051 10233 102051 577 6897
internal_value=0 0.0479492 -0.0573878 0.0174397 -0.0219222 -0.00584689 0.0466863 0.0721268 0.0125467 0.038182 0.0818589 -0.0761651 0.0568163 -0.0499886
internal_weight=0 9408.97 8380.19 4159.77 2900.98 2315.86 1843.91 5249.2 1301.99 1169.63 4079.57 5479.2 47.034 1599
internal_count=153299 27738 125561 13270 22715 8392 4878 14468 8547 2981 11487 102846 795 14168
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=15
num_cat=0
split_feature=12 96 22 169 72 22 105 167 27 131 130 142 15 34
split_gain=780.028 311.708 303.723 216.779 166.689 250.898 170.883 121.182 102.735 46.666 44.5409 43.8798 40.3628 35.6878
threshold=3.6895225024137797 0.0073560833909576259 0.36055361391545454 -0.075144331046287774 0.055588059748651081 0.13508996555159106 3.1333339488445211 -0.12013003486772736 0.85990780919246779 0.0035734225585740049 0.7053280673836112 14.971930265199957 0.65595550023164895 -0.20231757263734382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 11 10 -10 -9 12 -2 -4
right_child=7 2 13 -5 6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.082246256405876253 0.42706389566592007 0.068308105088659199 0.088432155269078896 0.027033533700235052 0.056364603470727505 0.35014072490086789 -0.038295617735575313 -0.068541338996565601 -0.07595954317109066 0.089312180211398889 0.051885054677715925 0.47439934556404179 0.0095144543584639377 -0.046245181338486263
leaf_weight=24.460029819980264 2.3388647390529504 1815.4483836507425 20.496841272339225 4254.653706968762 225.66576921846718 29.732843737117946 1231.0098103377968 1423.401323932223 23.246376709081233 64.454008207656443 31.389852308668196 2.0867355801165095 227.62700273096561 491.15164778102189
leaf_count=833 40 8660 361 26958 2909 558 40446 56002 362 391 637 6 4068 11068
internal_value=0 0.0237381 0.0331412 0.0393779 -0.0172244 0.154982 -0.023631 -0.0494707 -0.0596064 0.0455043 -0.0659429 0.0179034 0.0137611 -0.04085
internal_weight=0 8092.62 6581.75 6070.1 1510.87 54.1929 1456.68 1774.54 1542.49 87.7004 1454.79 232.053 229.966 511.648
internal_count=153299 91793 47047 35618 44746 1391 43355 61506 57392 753 56639 4114 4108 11429
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=15
num_cat=0
split_feature=156 154 115 1 139 156 127 146 176 106 140 20 172 154
split_gain=2117.57 2213.31 699.242 567.753 379.419 416.372 325.374 172.212 177.564 123.721 112.315 102.689 87.6433 84.5185
threshold=1.9970800792893997 -0.048505807136880678 0.35034488243583423 -0.059093040037111515 -0.35660393620751801 2.5437995650492651 -0.27998538321553723 -0.11310235633214825 0.36430692132775422 0.22073234302178082 -0.0031084038579929627 0.0069452323626987564 2.9603848709826615 0.16281072818457704
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 10 9 -6 -2 -5 -9 -3 11 -1 -4 -12
right_child=1 4 12 7 5 -7 -8 8 -10 -11 13 -13 -14 -15
leaf_value=-0.035711155254144249 -0.04169031699363749 0.026996333345822507 -0.035286406960141979 -0.038039085632388246 0.013990679369326681 0.070223717151981738 0.017874421155285217 0.039783130851966969 -0.043374409639850404 -0.060628440141956869 -0.068874584073080683 0.070641962356900553 -0.071438768568746466 -0.041011656884828301
leaf_weight=425.75724405422807 1177.266757927835 304.52607260644436 1114.7975945584476 701.19589488953352 1610.0654873512685 7227.4121890664101 4149.3964811451733 1192.1709564998746 327.26128482446074 342.20686407387257 3782.457088464871 115.39294268935919 1682.8190184123814 1528.6571627594531
leaf_count=2950 4546 1241 7092 3892 9226 39327 16071 4694 1531 998 36005 461 13794 11471
internal_value=0 0.0217547 -0.0165514 -0.0400971 0.0545681 0.0599788 0.00470978 0.00295442 0.0218723 -0.0193687 -0.056433 -0.0130328 -0.0570327 -0.060855
internal_weight=0 17608.5 8124.28 8072.89 9484.21 8837.48 5326.66 2220.63 1519.43 646.733 5852.26 541.15 2797.62 5311.11
internal_count=153299 92295 41503 61004 50792 48553 20617 10117 6225 2239 50887 3411 20886 47476
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=15
num_cat=0
split_feature=124 67 67 156 123 154 129 86 94 63 140 140 33 129
split_gain=5454.68 1257.06 815.09 623.044 476.022 367.897 338.552 194.34 179.474 149.053 104.312 102.04 90.4971 95.9467
threshold=-0.12509554665168884 0.061039387598264515 0.10556822841870402 1.9137894224443763 328.50000000000006 -0.046321335204212388 1.0170672184027345 -0.049575866237801594 0.092403565197967635 0.0098659912857119985 -0.32152410938000181 -0.083880882565227091 517.91120485144086 1.0246407341990713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 11 7 -5 8 -1 -4 -8 -6 -3 -2 -14
right_child=1 3 6 5 10 -7 9 -9 -10 -11 -12 -13 13 -15
leaf_value=0.059201234431465105 -0.082517537777637068 -0.020700556638527212 0.070775038577402943 0.032362739912063572 0.026891498477302107 -0.041356304387248181 -0.080830339153998815 -0.0023823423253846359 -0.072970725230101785 0.027394936929984584 -0.05216970252725274 -0.073694278002664024 -0.055810867796872499 0.095580524558293925
leaf_weight=1214.3386031575501 6445.5927502140403 486.83939447999001 7088.1406059041619 2372.1709935329854 192.82369020581245 947.3060536980629 139.65967355668545 886.51915604248643 87.935705602169037 1433.063630387187 1240.413341421634 1432.4080865308642 165.48026288673282 56.039482053369284
leaf_count=3513 84066 1525 23837 6755 691 5032 504 2873 246 4329 8099 10535 1159 135
internal_value=0 -0.0515545 0.0434318 -0.0148978 0.00290079 0.0113249 0.0598044 0.0332142 0.0690136 0.0177844 -0.041533 -0.0602518 -0.0803577 -0.0175123
internal_weight=0 11905.8 12282.9 5238.72 3534.09 3319.48 8748.8 2100.86 7176.08 1572.72 1433.24 1919.25 6667.11 221.52
internal_count=153299 109207 44092 23847 15176 11787 28916 6386 24083 4833 8790 12060 85360 1294
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=15
num_cat=0
split_feature=166 14 74 73 151 151 162 172 126 128 156 65 137 165
split_gain=3970.78 936.97 655.495 509.53 357.979 229.02 192.298 132.916 124.756 119.639 75.8476 74.8074 52.5696 50.7351
threshold=-0.21204605697818113 -0.0081339722409098283 0.040528328408625754 0.36087259174003761 0.11396816427955118 -0.044054632445796819 0.11349846273791654 0.35354959583551687 0.9543361652658866 0.71563862504268771 2.2452109090626116 0.054524009026935584 0.16701021053096926 0.10814794563675746
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 9 -4 -7 11 -1 13 -5 -10 -3
right_child=1 10 6 8 -6 7 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=0.069707947467792186 0.054743020061904679 0.0079781656866453228 0.0019502326262794967 0.040270299525633657 -0.031918959505950389 0.083055471767772615 -0.055054807662331562 0.014531791886083301 0.081082186685945967 -0.034552095783183349 -0.080559844930682564 -0.05076233623960727 -0.014007146442811105 -0.058473431734051576
leaf_weight=5455.9617884531617 1498.4928624257445 136.93746552243829 756.82391183078289 104.61801685392857 698.99154568836093 347.35628884285688 2713.2853488121182 1529.5740853212774 148.52823116630316 112.32788217067719 4141.5168988835067 658.27842459455132 95.535702593624592 713.74136501550674
leaf_count=28530 6294 1242 2900 337 5781 1584 21799 5956 488 339 67009 2513 381 8146
internal_value=0 -0.043384 -0.0155591 0.0483925 0.027177 0.0574221 -0.0426221 0.0272132 -0.0183701 0.0676047 -0.0749735 -0.0382788 0.0438607 -0.0477764
internal_weight=0 10659.8 5667.59 8452.18 2197.48 7445.22 3470.11 1876.93 1006.96 5568.29 4992.2 762.896 244.064 850.679
internal_count=153299 113171 36774 40128 12075 36409 24699 7540 3719 28869 76397 2850 869 9388
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=15
num_cat=0
split_feature=63 73 103 63 26 73 95 73 57 117 72 157 4 144
split_gain=3865.88 972.924 382.798 237.045 193.786 168.54 122.663 118.11 115.385 106.779 103.948 96.1261 44.347 23.8522
threshold=0.11412136229841546 0.22005352583424395 0.21568563514090314 0.2763498487947012 -0.00197509408657635 0.25950633688394786 0.033978030201663283 0.67404384975383225 10.583939550798153 7.3449218121662678 1.0443612402901123 -0.16028705083366404 21.334529511668467 0.06075066679387104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 8 5 -3 -4 13 -6 11 -8 -5 -2 -10 -1
right_child=2 4 3 10 7 -7 9 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.048232004313222547 -0.059707990907620037 -0.075901221414863648 -0.059779244863826075 0.082488071547399955 -0.0086802943490349744 0.044003294871045449 -0.052467931319094753 0.032176355078088976 -0.041435991473697725 0.040256340717547349 0.031919223134054368 0.053101032882510668 0.11720862328801217 -0.079087702175320324
leaf_weight=266.41779938340187 93.656125158071518 327.99056601524353 168.75537885166705 3526.7271299362183 2143.2494796551764 2150.9675926230848 1272.8243160359561 1056.2696780338883 518.76289791986346 137.62201311253011 459.4475149512291 390.41474475339055 18.239865735173225 4200.7371275667101
leaf_count=7107 493 4228 769 10795 12081 4630 16360 2893 2412 1195 1240 1329 40 87727
internal_value=0 -0.0442133 0.0526714 0.061869 -0.00269652 0.0364533 -0.06913 0.00480787 -0.00413112 -0.0434205 0.0766595 0.0312752 -0.0360475 -0.0772475
internal_weight=0 9405.11 7326.97 6305.9 3527.51 2319.72 5877.6 3199.52 1021.07 1410.45 3986.17 484.071 537.003 4467.15
internal_count=153299 131591 21708 17434 19202 5399 112389 14974 4274 17555 12035 1822 2452 94834
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=15
num_cat=0
split_feature=156 114 168 167 95 77 27 76 177 9 56 5 113 177
split_gain=712.406 267.477 252.861 215.931 193.306 119.356 103.213 77.2231 125.015 52.1551 51.4425 42.6644 41.0559 38.3743
threshold=2.5966231319004263 3.7894693435790221 7.9154923360271026 -0.16281735769642311 0.3807117322834242 -0.32035480635683328 0.85990780919246779 -0.060265751986764315 -0.18176432849605725 -0.13669468831799017 -0.1947852263574826 -0.016642005030991471 0.70445988351198408 -0.041185622638941037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 7 -3 -4 10 8 -2 -9 -5 -8 -1 -14
right_child=3 2 5 6 -6 -7 11 9 -10 -11 -12 -13 13 -15
leaf_value=-0.067787607645510214 0.65269405782545509 0.052959185091109112 0.17541609039141756 0.048122513382878179 0.0070160696919431111 -0.0024754155455501414 0.43096774212983657 -0.011066585917115969 0.10003430952749566 0.078061680950600676 -0.060596783048584402 0.036247195157290697 -0.0039001627311893274 0.26344668016240386
leaf_weight=337.84213600773364 4.8730906406417516 3837.0692345714197 38.416125147603452 44.649035014212132 1202.9076111018658 2071.8150371676311 2.8195038586854926 182.78281532600522 25.569673628546298 102.45672522019595 1724.1329381172545 95.114882246591151 30.554183980450034 6.5135183334350577
leaf_count=8005 68 37883 502 1667 4926 26420 6 2926 475 1345 68029 867 164 16
internal_value=0 0.0255083 0.0298254 -0.0393841 0.0419938 0.000763046 -0.0523194 0.0371058 0.188501 0.0209479 -0.0578524 0.0476111 -0.0568262 0.0430779
internal_weight=0 7525.12 7150.21 2182.4 5039.98 2110.23 1866.72 315.682 30.4428 285.24 1768.78 97.9344 374.91 37.0677
internal_count=153299 77916 69731 75383 42809 26922 70569 4814 543 4271 69696 873 8185 180
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=15
num_cat=0
split_feature=19 157 157 3 166 5 173 83 87 100 157 38 13 16
split_gain=2043.51 828.732 674.402 650.351 600.412 304.333 235.844 175.208 132.797 49.3679 42.9355 48.3792 34.9135 21.6748
threshold=0.15189237403386627 -0.25050001724218468 -0.24352491311866764 73.945541133013748 -0.15857837028901092 0.0077034370769646998 0.37320515652072156 -0.049449293789949368 0.28275088399138343 -0.091493070590585104 -0.31454403538879944 -0.17256495993652973 -0.11664047918860694 0.3370335856445007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 10 4 -3 8 -5 -7 -4 13 -2 -12 -11 -1
right_child=2 3 5 6 -6 7 -8 -9 -10 12 11 -13 -14 -15
leaf_value=0.31697908826189081 -0.074437918919647281 -0.036981212987357064 0.07003090447990637 -0.018693179972119136 0.025063085395989421 -0.0031899096123367133 -0.06378721848667443 0.04495263950456959 -0.04117056270174918 -0.069770064261649001 0.36683268807432978 -0.024501196164710737 -0.028202544673173926 0.018878504668097911
leaf_weight=4.5759818032383901 435.99956174194813 2088.5897113978863 4386.9681249558926 2874.5968506596982 6159.5180220045149 1201.0210496485233 1944.2533772438765 2039.9753452241421 110.08602726086974 2769.5257756952196 3.2117241024970999 192.80307644605637 217.96453063562512 5.2231488600373268
leaf_count=22 3226 15218 30167 14542 25384 4395 15585 8382 568 32427 18 1251 2081 33
internal_value=0 -0.0185781 0.0423607 -0.00770003 0.0093522 0.0504729 -0.0368872 0.0271124 0.0673087 -0.0660023 -0.0569617 -0.0180891 -0.0667373 0.158085
internal_weight=0 16064.2 8370.06 13067 8248.11 7738.05 4818.85 3241 4497.05 2997.29 632.014 196.015 2987.49 9.79913
internal_count=153299 105292 48007 70729 40602 43512 30127 12777 30735 34563 4495 1269 34508 55
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=15
num_cat=0
split_feature=52 130 118 44 76 66 154 129 140 4 118 125 4 129
split_gain=4626.11 1227.12 645.342 409.416 441.188 397.039 307.577 250.865 302.826 164.307 131.99 123.554 95.1978 81.8242
threshold=0.047333104579672984 -0.1874901438163519 -0.0063955191044527378 0.25056243541253781 -0.022906645032163189 6.8949590631666853 -0.13274245557269762 1.0165926997020418 -0.17227501968254974 -0.043370833794143672 0.011120553780532382 -0.18124520075858494 0.0090428295471049643 1.0160898873194502
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 5 11 13 -3 -4 10 -9 -6 -2 12 -1 -5
right_child=1 2 6 4 9 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.062672256993431194 0.077691064535052423 -0.015049660466065843 -0.0032843297523317476 0.10817289382298519 0.63466793182520742 0.053395302091036191 -0.056538014740515397 0.048643736396951937 -0.071775196177945366 -0.071588312850298916 0.045785666947865289 -0.08121688811465036 0.044574552109728029 -0.0075667003035371815
leaf_weight=206.40169410035014 3871.2098469622433 1232.4488452896476 2937.2299669422209 271.20400664955378 3.3177370727062216 2713.5516236461699 1719.4730016328394 700.40275287255645 297.55557418987155 461.41157186962664 1949.6176432333887 6092.2034556418657 138.17574676498771 78.839530486613512
leaf_count=2335 14354 5066 9697 608 20 9038 9013 2367 1177 4120 7054 87687 443 320
internal_value=0 0.0273785 0.00226447 -0.0694681 -0.00268252 0.032018 -0.0229481 0.0590627 0.0127391 -0.0665463 0.0670047 -0.0779219 -0.0196662 0.0821051
internal_weight=0 15421.5 8602.7 7251.55 814.773 3946 4656.7 6818.79 997.958 464.729 5820.83 6436.78 344.577 350.044
internal_count=153299 57766 32814 95533 5068 14104 18710 24952 3544 4140 21408 90465 2778 928
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=15
num_cat=0
split_feature=166 74 156 67 166 118 19 13 6 74 13 116 13 6
split_gain=3383.66 787.368 485.503 309.524 279.687 245.484 207.084 173.828 171.598 166.316 156.553 137.177 66.3187 47.8732
threshold=-0.057817702650015769 0.050383118178440482 2.5700774962087762 1.7159351337858455 -0.27378405440880371 -0.19614221879161345 0.12213121491573838 -0.10259614184529069 0.11368519590429033 0.23859086433072887 -0.1394255688046013 0.52121152585738406 0.1878970908564444 0.12401517754316695
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 5 -3 -1 9 -6 -2 -4 12 -5 -13
right_child=3 4 10 11 8 -7 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.069710832966146871 -0.0075302290784974892 -0.048358553727409284 0.028717083253064143 0.10137679179620129 0.04012373878993155 0.038753398772892245 0.011645112327985015 -0.078859133895119823 -0.033616349197370228 -0.070395804411272175 -0.046082650188185803 0.16585654563872759 -0.08362455912403581 -0.060604809866546309
leaf_weight=4994.2263047844172 793.85713754966855 389.47267524898052 548.20358138903975 182.56909676082432 365.45072140544653 1909.6367119923234 700.32222696766257 4185.1522433254868 2312.3960386645049 895.60024274885654 571.5164444129914 10.020889431238173 21.677744265645742 136.34023340791464
leaf_count=28877 4295 1171 2441 925 1381 7275 3555 74175 12397 9444 5498 44 242 1579
internal_value=0 0.0286495 0.0507337 -0.0624825 -0.00158741 0.0239965 0.0625698 -0.0679299 -0.0235529 -0.040856 -0.00946146 0.0287918 0.0817417 -0.0450997
internal_weight=0 11791.2 6814.27 6225.22 4976.96 2299.11 5694.55 5874.61 2677.85 1689.46 1119.72 350.608 204.247 146.361
internal_count=153299 62595 40371 90704 22224 8446 32432 87914 13778 13739 7939 2790 1167 1623
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=15
num_cat=0
split_feature=91 89 63 151 117 124 57 115 44 169 167 151 11 82
split_gain=3239.57 579.77 548.126 224.312 212.844 199.196 186.847 186.3 183.447 109.468 90.3486 72.4671 233.141 59.5854
threshold=0.045513467695683422 0.050319157348423217 0.21499878987284457 -0.18116516369551242 5.0037174623275744 0.14335207965236327 16.494977315651653 0.082379144905494806 -0.10902213453910166 0.7889465966787732 -0.25536450200320671 -0.45949412627622616 -0.37100115827053987 0.40697972762579598
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 8 9 -5 10 -8 -2 -3 -4 12 -1 -13
right_child=2 4 6 5 -6 -7 7 -9 -10 -11 -12 13 -14 -15
leaf_value=0.34772151826467423 -0.053991200802142453 -0.03484995345256367 0.021450729083831294 -0.044245479569291771 0.049938681612259249 0.014856751754044365 -0.058545129440731397 0.046545555538596142 0.064677596989401662 0.029718545991791509 0.077951436079372091 -0.076656495027874902 -0.083083176218616731 0.04503536703544736
leaf_weight=17.107794560492039 150.58560068905354 2258.2641719318926 308.6797396838665 860.66677950322628 414.13661512732506 1690.0642378833145 210.67286556959152 846.44228000938892 965.48089894279838 297.11780404858291 3404.3306792750955 4233.0519487820566 47.276226816698909 40.622319247573614
leaf_count=272 403 21001 700 4769 2655 4508 667 2460 2385 2010 11243 98848 955 423
internal_value=0 -0.0506091 0.0403466 0.0112749 -0.0165647 -0.0050855 0.062694 0.025602 0.0486662 -0.0273425 0.0732543 -0.0739134 0.0313881 -0.0754998
internal_weight=0 7307.58 8436.92 3666.8 2969.52 2550.73 4770.13 1057.12 1116.07 2555.38 3713.01 4338.06 64.384 4273.67
internal_count=153299 126164 27135 12065 25666 9277 15070 3127 2788 23011 11943 100498 1227 99271
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=15
num_cat=0
split_feature=156 133 72 131 164 66 118 158 93 158 13 14 96 112
split_gain=602.097 217.62 223.299 257.77 158.062 104.953 120.492 98.2657 89.2497 58.2285 46.8752 59.5512 46.5216 37.7002
threshold=2.5966231319004263 0.047658417917949107 0.57173182717621995 0.44844603310718073 -0.15659938549195193 5.5106178196473348 -0.34890282276074597 -0.048364858648592531 0.96852501280482217 -0.22719877899897442 -0.20966418382452803 0.07033057524152049 0.78470554775625556 -0.28499388838108652
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 10 -1 -7 -4 9 -6 13 -12 -10 -2
right_child=4 2 7 -5 8 6 -8 -9 12 -11 11 -13 -14 -15
leaf_value=-0.040926556824818633 0.35346022388490417 0.028598860969963277 -0.017101333569298952 0.086314249862763426 0.024617655967717408 1.3245214866896893 0.1175820343975218 0.054661356209677353 0.38543205064233588 -0.058106733920617007 0.090393614731178143 -0.063139278886212138 0.027847468758701439 -0.029569771820698715
leaf_weight=605.16615720931441 2.635019749402999 4519.683096960187 1212.3973226197995 933.70152827072889 89.928240455687046 0.85183944925666111 28.546463093720376 226.45109565928578 3.7707235123962155 1580.8594373301603 146.61334605980664 30.522533114999533 103.58681072480977 103.62573887966573
leaf_count=12688 7 46706 11290 4319 757 9 481 2423 17 69120 2113 1187 849 1333
internal_value=0 0.0240755 0.0292349 0.0384806 -0.0369208 -0.0319629 0.152554 -0.00580707 -0.0479751 -0.0536542 0.0324384 0.0639381 0.0404069 -0.0200715
internal_weight=0 7526.8 6892.23 5453.38 2061.54 634.564 29.3983 1438.85 1778.15 1670.79 283.397 177.136 107.358 106.261
internal_count=153299 77916 64738 51025 75383 13178 490 13713 70743 69877 4640 3300 866 1340
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=15
num_cat=0
split_feature=19 13 55 166 114 140 152 99 92 166 173 99 173 13
split_gain=1671.93 749.651 430.124 328.058 594.945 231.513 205.938 230.863 160.109 158.973 150.99 72.2001 58.346 45.3138
threshold=0.031398893810593374 -0.11664047918860694 -0.00075360774726215569 -0.23648216861314378 10.559828160007243 -0.006205359434983823 -0.07919880894456903 0.28925825833049862 -0.027408737194092165 -0.28700359167024309 0.37320515652072156 0.029653181975592701 -0.0079285554698088328 0.19778434785990406
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 9 11 5 -5 -2 -8 -4 -3 -6 12 -1 -13
right_child=1 2 8 4 10 -7 7 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.028042309842052849 -0.060551745640719815 -0.057397138011335558 -0.016854746965201891 0.024750161638669443 -0.026899084537794604 -0.020577999828154676 0.022493301048339021 -0.059674983643586282 0.029286575981814479 0.064358624964974284 -0.062545040354021433 -0.069071845391629375 0.12343256908826911 0.41663108408808847
leaf_weight=137.39759508520365 814.76245261542499 109.61041829362512 989.46383882313967 3009.6767927929759 2851.3619308620691 1801.0806772634387 1270.3966357968748 467.86674175038934 3133.9996163137257 4951.9676446989179 2037.3872846625745 1742.5533443056047 31.204201780259609 1.9229501411318768
leaf_count=1709 7057 521 3747 11831 16057 10084 6085 4008 12403 34620 18345 26512 308 12
internal_value=0 0.0288666 0.0421901 -0.024651 -0.0171865 0.00777993 -0.0190675 0.000377085 0.0182145 0.061722 -0.0417545 -0.0624969 -7.89518e-06 -0.0685365
internal_weight=0 11738.1 9185.04 11612.6 9699.51 4810.76 2553.03 1738.26 4123.46 5061.58 4888.75 1913.08 168.602 1744.48
internal_count=153299 68441 51291 84858 56317 21915 17150 10093 16150 35141 34402 28541 2017 26524
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=15
num_cat=0
split_feature=112 115 154 118 46 158 173 158 95 45 139 140 125 166
split_gain=3991.19 1119.42 597.296 445.502 369.494 356.437 265.864 258.481 160.738 117 110.672 85.0741 55.3949 43.153
threshold=-0.066660233897259044 0.023756575526680142 -0.15062704509563993 0.030170330699767763 0.0800817531304477 -0.15759614705996058 0.12177141619329326 -0.15365255623927054 0.0044363683963384659 0.11122645597100084 -0.18090923683075019 -0.17227501968254974 -0.26688924663448271 -0.020482495321962006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 -3 13 12 -5 -7 -4 -11 -8 -1 -2
right_child=2 3 9 7 -6 8 11 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.020640176493866229 -0.088011707160754127 0.02046875765224852 -0.082616439519247076 -0.054409239848170338 0.068851243851639668 0.089090901343006887 0.073995218471640201 0.023032737490587804 0.0020845775246697042 -0.0021134498604687651 -0.065220742953939051 -0.062642275475037146 -0.085006804327323021 -0.040149742911647968
leaf_weight=155.14262855798006 411.86645250767469 2239.3462286069989 4512.8393096216023 485.95019556209445 5348.3443881198764 268.94568074122071 180.6459238640964 3811.4458292797208 1008.701237346977 357.22720703110099 1251.2990656029433 60.939765427261591 967.62947568297386 347.16138921678066
leaf_count=1151 4002 7267 72646 1644 21106 833 519 12820 2935 1262 10379 307 14386 2042
internal_value=0 0.0301535 -0.0587549 0.0400018 0.0545722 -0.0118449 -0.0556362 0.0142756 0.0203995 -0.0743625 -0.0512057 0.0395285 -0.0761127 -0.0661208
internal_weight=0 13249.4 8158.04 11885.1 7587.69 2036.67 1364.36 4297.4 1277.65 6121.37 1608.53 241.586 1122.77 759.028
internal_count=153299 59200 94099 42837 28373 9812 16363 14464 3768 84287 11641 826 15537 6044
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=15
num_cat=0
split_feature=166 166 134 13 93 67 118 13 94 115 80 66 87 126
split_gain=2850.49 675.365 340.281 337.099 304.848 284.722 190.022 178.433 129.927 121.245 74.1532 65.5652 53.4276 51.5163
threshold=-0.057817702650015769 -0.30964036276627521 0.053185592362224705 -0.01654589344132008 0.016089546390284145 1.7159351337858455 -0.23071751003769972 -0.098990535087795622 0.032804192003788653 0.39668582190119089 -0.23254760329468363 1.9541143364588807 0.81163394647624731 0.89932577760260979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 -3 7 -4 8 -2 12 -5 -11 -7 -1
right_child=5 3 6 10 -6 9 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.033518640546535979 -0.01015539526306769 0.037813824423714282 -0.076196393064243043 0.077165717960914815 -0.00844717747854405 0.083242662143704613 0.028912509364921974 -0.078165701152746098 -0.066818859602384525 0.10049095231007235 -0.056395294051748049 -0.055006557772919198 0.46399387263472952 0.076672082558793486
leaf_weight=304.90422749519348 810.52123747207224 2841.5976468063891 200.33056117594242 43.60282663628459 2856.3266066424549 153.69022050499916 1216.1809737980366 3753.6982353925705 808.13121397234499 33.040465146303177 891.21924346312881 151.22637781873345 3.7759314849972716 2984.2320016920567
leaf_count=1897 3953 14265 635 198 12859 780 5626 73957 10004 145 8521 1825 40 18594
internal_value=0 0.026049 0.0550244 0.00549212 0.0146235 -0.0605683 0.0140475 -0.0661982 -0.0384453 0.0279382 -0.0501656 -0.0271247 0.0923728 0.0726717
internal_weight=0 11338.4 4705.65 6632.75 5697.92 5714.08 1416.51 5372.35 1618.65 341.733 934.822 184.267 157.466 3289.14
internal_count=153299 62595 26752 35843 27124 90704 6261 87914 13957 2790 8719 1970 820 20491
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=15
num_cat=0
split_feature=91 89 63 118 61 129 151 124 168 89 151 11 11 20
split_gain=2701.65 530.323 528.207 268.013 249.667 207.722 173.96 169.429 117.024 85.9024 73.1269 156.582 69.0183 64.3519
threshold=0.039918735616121852 0.050319157348423217 0.2763498487947012 0.18497949133887945 0.028133023682994047 1.0188347554149855 -0.16346259529274368 0.29101270866460632 4.9798393887156704 -0.0063593167596829358 -0.45949412627622616 -0.37100115827053987 -0.39419249377753957 -0.40662185076548041
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 12 13 9 -6 -7 -5 -4 11 -1 -3 -2
right_child=2 3 5 8 6 7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.24627421842123126 0.08833723755224529 0.069126092083642413 -0.056526826930606948 -0.021979147597223057 0.051200966849206553 -0.030988164687708937 0.0069043145942639002 0.056797899284258747 0.041003757852503125 0.078315004070593094 -0.075844654063565928 -0.082749390612507565 -0.05022924884388006 -0.056489119078090261
leaf_weight=22.238271482288837 32.491109855473042 50.239979388192296 48.037169080227613 470.74465374276042 1327.8383667264134 368.04774910956621 2667.7188560087234 546.02438948303461 790.21144459210336 2865.0330065824091 3769.5258514415473 41.373896330595016 1358.7148434501141 550.64475896395743
leaf_count=272 148 651 84 3901 3275 1079 8462 1650 5014 10453 97995 945 14974 4396
internal_value=0 -0.0502172 0.0356226 -0.0160003 0.0127045 0.0630412 0.0216254 0.0214512 0.0174908 0.0760914 -0.0740504 0.0322745 -0.0459733 -0.0484197
internal_weight=0 6503.05 8405.84 2669.91 4578.69 3827.14 3995.56 914.072 1260.96 2913.07 3833.14 63.6122 1408.95 583.136
internal_count=153299 123752 29547 24540 16281 13266 11737 2729 8915 10537 99212 1217 15625 4544
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=15
num_cat=0
split_feature=156 130 133 169 167 66 90 16 97 129 155 83 56 77
split_gain=502.924 185.208 204.48 184.925 173.532 98.9665 91.4543 87.032 94.5388 90.0888 72.8242 78.101 66.1163 50.9415
threshold=2.5966231319004263 -0.23161927863812315 0.046922693713602352 -0.072219969286068789 -0.12013003486772736 5.5106178196473348 0.85408376989708845 0.7697679942250365 -0.030812219233341386 1.0173703377421013 0.018824751278404033 0.03761486146194698 -0.1947852263574826 -0.039455678099450858
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 -4 10 -3 12 8 -1 -9 11 -2 -6 -12
right_child=4 2 3 -5 6 -7 -8 9 -10 -11 13 -13 -14 -15
leaf_value=0.11523874237050745 -0.021129297548577102 -0.040559371374345315 0.054946985652222127 0.019466748908516195 0.074335683130754421 0.16041141366784789 0.035650484735042259 -0.038493141600091291 -0.059905860418859452 0.49442290631336772 0.1591055522937509 0.11709609910079817 -0.060340319153683847 -0.027048225809303689
leaf_weight=33.338251423090696 61.743454077281058 534.12985218409449 2236.2006736658514 4281.8177655078471 37.440815226174891 25.681303705088794 115.76922621112317 6.5698783379048091 407.81459682807326 6.1336896046996117 15.786759949289261 120.95582603756338 1381.0677467472851 213.61261450219899
leaf_count=1072 1788 11731 20442 36847 1565 278 1018 188 7321 37 377 930 65647 4058
internal_value=0 0.0226871 0.0266581 0.0316393 -0.034336 -0.0313398 -0.0498108 -0.039239 -0.0466701 0.218816 0.0232779 0.0703827 -0.0567856 -0.0142375
internal_weight=0 7531.69 7077.83 6518.02 1946.38 559.811 1534.28 453.856 441.153 12.7036 412.099 182.699 1418.51 229.399
internal_count=153299 77916 69298 57289 75383 12009 68230 8618 8393 225 7153 2718 67212 4435
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=15
num_cat=0
split_feature=156 67 152 131 139 139 36 23 140 80 19 19 19 170
split_gain=1358.92 1313.95 436.157 380.313 317.841 305.181 302.355 234.795 169.521 153.046 105.993 104.076 99.4012 55.6783
threshold=2.1832850564658011 0.10556822841870402 0.036915576716008029 -0.17014005282695002 -0.030653414803535069 0.37460270445385196 18.998490347959279 -0.033841697255472071 -0.37611825331486842 -0.028324355572569935 -0.019193178327964345 -0.056689094548766035 -0.094688275242680878 -0.32167106893989356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 11 12 10 8 -5 -2 -8 -4 -3 -1 -7
right_child=1 3 5 7 -6 13 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.027483516380134368 -0.029200935527291746 -0.061703145939110839 -0.0083133708668523022 -0.027846997959881492 -0.061360323219700232 0.26785016329466071 -0.022810803353524981 0.029206542275532928 0.056007421407884908 0.042194626784618418 0.040466240971660551 -0.021981854015430773 0.036017893558874463 -0.050255887759501496
leaf_weight=534.14382381737232 241.50364163517952 1505.8446012921631 701.11034584417939 1169.9656349346042 4035.3428620751947 5.5368920303881159 883.62590607628226 1880.998841393739 7032.4954878091812 613.73700603097677 1221.600418522954 1173.8347579650581 457.75654453784227 880.05187459662557
leaf_count=3559 827 13674 4315 6117 43523 41 3277 8546 45476 2689 5816 5649 2251 7539
internal_value=0 0.0204247 -0.0312604 -0.016815 -0.0488941 0.000306326 0.0447547 0.00732799 0.0531784 0.00383353 0.0226789 -0.0443032 0.00182203 -0.048267
internal_weight=0 14502 7835.54 5730.64 5027.24 2808.3 8771.36 3050.96 7274 1497.36 1922.71 2679.68 991.9 885.589
internal_count=153299 86255 67044 33986 49333 17711 52269 14663 46303 5966 10131 19323 5810 7580
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=15
num_cat=0
split_feature=112 67 154 118 158 13 52 112 139 97 151 178 176 129
split_gain=3396.45 1043.96 549.702 487.375 304.63 255.514 245.227 209.092 174.068 136.251 55.2552 53.1093 41.2978 64.0505
threshold=-0.062027237746103712 0.033837023245646643 -0.09831380289094574 0.030170330699767763 -0.16823582855916105 0.063814021701085286 0.25861202332169503 -0.21055181275232712 -0.36778384940761483 -0.01725676606279351 0.043466499565428675 0.2076789709021358 0.13079769212205591 1.0157250961200093
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 6 10 -5 -3 8 -1 -6 -2 -9 -4 -14
right_child=2 3 12 5 9 -7 -8 11 -10 -11 -12 -13 13 -15
leaf_value=0.099970383171107166 -0.075644212625989388 0.032025779398494311 -0.08225230203805535 -0.028640789177572779 0.086413401840571821 0.027468723522897198 0.07082412599597529 -0.075474790825854371 -0.023905675128354616 -0.0040189750109203516 -0.010013827056264812 0.055227130349967991 -0.0033173970515981126 -0.070466619052711579
leaf_weight=133.97749318182468 790.20611157082021 2678.5055619217455 3782.8304909355938 1126.8076422065496 188.97165577113628 2901.3116904646158 4157.965461332351 998.66228154301643 739.79077193513513 1407.7098586000502 153.14235915243626 32.087922241538763 167.56336848437786 932.92948751710355
leaf_count=447 8595 8406 67838 3759 694 10328 18717 14763 3816 5043 1134 172 1228 8359
internal_value=0 0.0273938 -0.0576665 0.0393653 -0.0199352 0.0117729 0.0556231 -0.0408991 -0.00491139 0.00668395 -0.0649898 -0.071406 -0.0772922 -0.0602423
internal_weight=0 12769.1 7423.35 10864.6 2540.03 4028.12 6836.47 1904.52 873.768 1596.68 943.348 1030.75 4883.32 1100.49
internal_count=153299 60408 92891 41210 15466 14087 27123 19198 4263 5737 9729 14935 77425 9587
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=15
num_cat=0
split_feature=166 166 157 83 157 23 83 119 154 91 157 70 161 83
split_gain=2393.3 574 396.092 393.913 324.78 299.329 247.884 164.359 118.25 104.8 70.925 69.1183 59.8672 50.4746
threshold=-0.057817702650015769 -0.30964036276627521 -0.028561916973695482 0.092813335832773805 -0.095218053306839898 0.044275579720103826 0.17850705304343364 -0.30225239492193717 -0.18669645145708155 0.019021798333725377 -0.27092971782604064 -0.27197781616849442 -0.2074114299476397 -0.068959232774051415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 6 10 8 -7 -2 -8 -1 -4 13 -6
right_child=4 2 11 -5 12 7 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.08235378527123198 -0.067111754228071016 0.041294408845322449 0.085841208172824368 -0.013271857724787846 0.14785074881446233 -0.11031236392862882 0.02052733605816881 0.022870994803811915 0.03886174576946385 -0.068762808260880048 0.051298658843555167 -0.052939929556737243 -0.077887573623714582 -0.056293780082776371
leaf_weight=1725.0780862942338 127.26434401981533 2858.577434912324 37.073564291000366 2462.7648936063051 21.568833032622933 99.545997798442841 154.64204427041113 1339.5710259228945 609.94035334140062 876.42956251092255 1281.9006354212761 1120.8506756145507 3439.2527186963707 27.62192552536726
leaf_count=12184 701 14078 163 11581 126 294 727 6432 2784 11582 7842 10021 74555 229
internal_value=0 0.0234944 0.00450707 0.0160407 -0.058624 0.0511646 -0.0237118 0.0136585 0.0205674 -0.0553709 0.0691147 -0.0484965 -0.0763209 0.0332181
internal_weight=0 10925.4 6479.27 5321.34 5256.72 4446.1 1768.28 1439.12 737.205 1031.07 3006.98 1157.92 3488.44 49.1908
internal_count=153299 62595 35843 25659 90704 26752 15794 6726 3485 12309 20026 10184 74910 355
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=15
num_cat=0
split_feature=94 89 63 129 73 117 106 23 73 167 129 151 122 13
split_gain=2365.53 503.005 408.314 198.278 186.173 178.172 157.382 149.433 134.312 79.4587 75.7207 70.466 133.201 59.2376
threshold=0.032804192003788653 0.050319157348423217 0.2763498487947012 1.0188347554149855 0.28123223146635939 7.3449218121662678 -0.17017032165529491 -0.0077848076067283728 0.56168257667700094 -0.25536450200320671 1.0232674000399025 -0.45949412627622616 -0.27392874581417398 -0.39924247571789023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 9 10 8 -5 -6 -3 -4 -2 12 -1 -7
right_child=2 5 3 6 7 13 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.21525484060948968 -0.035292627445018432 -0.037282241445903523 0.011873968221938425 0.066843806137847309 -0.081114730970501162 -0.084514664180321108 -0.018408915016925521 0.028383414060288121 0.017429632525647224 0.077983776348438616 0.08314492092758563 -0.074765346245496508 -0.0825997888934321 0.076378271926834149
leaf_weight=24.33950818143785 812.4083251580596 1860.2851901575923 196.16167290508747 381.76781834661961 129.45871715806425 25.23488943465054 500.33115447685122 3343.3466288484633 591.31982344575226 2484.3950235135853 57.822358032688498 3451.0386109743267 39.187119428068399 245.59183805063367
leaf_count=231 5257 21240 452 1206 774 159 1523 8244 2593 10085 197 98965 978 1395
internal_value=0 -0.0478499 0.0345207 0.0596128 0.0139373 -0.0155831 0.018488 0.0243016 -0.0240859 0.0731459 -0.0274231 -0.0728442 0.0315198 0.0613867
internal_weight=0 6237 7905.69 3562.66 4343.04 2722.43 882.099 3472.81 2451.61 2680.56 870.231 3514.57 63.5266 270.827
internal_count=153299 125561 27738 13266 14472 25387 2729 9018 23833 10537 5454 100174 1209 1554
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=15
num_cat=0
split_feature=13 163 76 114 158 145 127 111 56 47 49 109 14 119
split_gain=436.371 189.631 234.439 202.558 147.661 138.242 133.199 82.1549 121.405 133.092 128.499 58.6982 42.0879 35.1272
threshold=0.11436842695567535 -0.024571698223841008 -0.29787804830985765 3.8689526126504523 -0.3083987793537431 0.29756054088994316 0.70810866520187365 0.18517069655407001 0.165030580862255 -0.086603512657853113 -0.0059129922100841599 -0.11310372219734008 -0.044881527636963153 0.063555829324676058
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 5 -3 -6 12 9 -9 -10 -1 13 -2
right_child=7 4 3 -5 6 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=0.133149944202926 0.29952449264417352 0.072742786324105385 -0.045163466384381595 0.032244876087072848 -0.025068698287329383 -0.0231998970554179 0.11858023071696289 0.18099971954471811 0.52081519301683421 -0.062372930070775427 0.055598734029327884 0.43943947471528022 -0.069770454501764986 -0.006200850958270214
leaf_weight=10.015585119836034 5.3650887096300748 397.96362351812422 360.473727860488 5432.8259589076042 1691.5079311723821 241.20618179533631 67.111013878136873 24.500372370705009 6.3344227839261285 271.18157570343465 94.702635666821152 16.67258975468576 736.22976680845022 12.547995381057261
leaf_count=51 80 2298 9026 48722 28034 3139 289 873 59 14215 2016 43 44298 156
internal_value=0 0.0190402 0.0287906 0.0274283 -0.00462628 0.0365365 -0.0195869 -0.046707 -0.0098695 -0.0422069 0.084765 0.324495 -0.0660855 0.0853659
internal_weight=0 8217.78 5819.99 5793.3 2397.79 639.17 1758.62 1150.86 396.719 295.682 101.037 26.6882 754.143 17.9131
internal_count=153299 91602 57842 57748 33760 5437 28323 61697 17163 15088 2075 94 44534 236
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=15
num_cat=0
split_feature=19 156 106 100 151 173 4 23 14 14 23 173 134 14
split_gain=1157.45 720.858 703.039 328.378 269.629 253.014 216.437 210.674 180.858 176.115 129.551 120.351 46.7233 64.1357
threshold=0.20250643973241031 2.0861702151654486 0.37175524209534411 0.46002966613179508 1.0000000180025095e-35 0.44314660681694878 0.014103642810309527 -0.33459779839905451 -0.18466305088344095 0.079080283323638756 -0.058779011495124371 0.29913372682939315 0.35392529106124143 0.13025301815400439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 6 9 -3 11 -4 -6 -1 -8 -2 13 -5
right_child=3 2 7 12 8 -7 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.066003338294934571 0.065191746217436647 0.025930182750794992 0.25388991298863001 0.025193827243863161 -0.044952021210937408 -0.032528216146863277 -0.022555241381294635 -0.045858338858849775 0.015104265171776264 0.00025947322744500063 0.036187272547797342 -0.29657283396543238 -0.053406489083202384 -0.10280057956663882
leaf_weight=3104.0610520243645 3173.9325849376619 6574.9950432740152 23.681016266345978 217.59304087236524 907.56471599638462 834.31984811648726 480.56360271200538 2378.7568874340504 1120.5799480378628 460.62620552256703 1716.2035833708942 9.2227036356925947 352.02061061188579 47.737578950822353
leaf_count=39642 28869 30620 139 1041 8485 4762 1645 20559 5372 2320 7087 22 2541 195
internal_value=0 -0.012227 0.00410512 0.0395545 -0.0408791 0.0193475 0.0474811 -0.0429037 -0.01177 -0.0574409 0.0233368 0.0641436 -0.0295223 0.00216541
internal_weight=0 15404.6 9811.75 5997.27 5592.83 7409.31 5379.92 2402.44 2028.14 3564.69 2196.77 3183.16 617.351 265.331
internal_count=153299 111899 56080 41400 55819 35382 37623 20698 13857 41962 8732 28891 3777 1236
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=15
num_cat=0
split_feature=33 127 115 95 173 139 157 173 118 89 113 118 115 139
split_gain=2921.91 890.078 612.742 457.68 393.496 299.379 199.144 128.57 92.5233 45.8171 27.3919 25.7713 24.6878 21.763
threshold=104.31840558697051 -0.2349587797851988 0.023756575526680142 -0.0049608449919401601 0.1050019836316529 -0.064831710172253129 -0.30087775678718315 0.13459544320236697 -0.01476622806268842 -0.18529785409180102 -0.15940183712504616 0.11764534050858701 0.29514669951277966 -0.2513823348222613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 9 -4 10 8 13 -8 -6 -3 12 -7 -1 -2
right_child=1 2 3 -5 5 11 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.060906564644239651 0.095768511308173931 0.068679581014855537 0.04242887071886544 -0.009800406313030809 0.037514950289390968 -0.047282542889158292 0.033290537361033337 0.068416580070336186 -0.019563654959035868 -0.078995380627635434 -0.082036900719033426 -0.079188955188391807 0.035192874720809016 -0.11074549484434769
leaf_weight=332.9028964266181 5.4579104185104361 21.519178645685315 2867.0582839939743 4044.692850979045 566.78732511401176 444.01097129099071 1479.8924309238791 3521.8554111029953 569.18106571957469 886.84526762925088 3631.9924336113036 588.92610515467823 29.066671825945377 78.457250105217099
leaf_count=3169 16 123 10577 15627 2115 4529 6497 16439 2249 14176 71693 5551 75 463
internal_value=0 0.0228953 0.00171707 0.0118648 -0.0608017 -0.0265123 0.0554605 0.0580237 0.00891551 -0.075497 -0.0794225 -0.0654739 -0.0531896 -0.0973137
internal_weight=0 12905.8 7820.12 6911.75 6162.87 2168.91 5085.66 5001.75 1135.97 908.364 3993.96 1032.94 361.97 83.9152
internal_count=153299 63918 40503 26204 89381 14444 23415 22936 4364 14299 74937 10080 3244 479
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=15
num_cat=0
split_feature=13 73 151 13 114 126 161 77 144 104 20 161 122 161
split_gain=1860.24 978.61 594.595 367.013 243.092 218.671 187.515 117.271 82.06 65.1386 49.4616 43.7335 25.45 58.6251
threshold=0.028762051318387601 0.19672484303294571 -0.10357948728857523 -0.20006815420344673 5.5746556920094754 0.95732149003786227 -0.24283538665074916 -0.20844430163473579 0.062106767267170342 -0.14915482590261991 0.15990257470933941 -0.4287648074683848 1.5023779295794795 0.23597325518485249
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 8 -6 9 -1 -3 10 -2 -11 -8 -14
right_child=6 4 3 -5 5 -7 12 -9 -10 11 -12 -13 13 -15
leaf_value=-0.096313220862585924 0.10895842302005382 0.066813931992416434 0.035619065839732213 -0.025321136042336052 -0.05737772942238354 0.017653043519195531 -0.078049783655406629 0.060508196610678369 -0.0016674200891098453 0.088740697340463193 -0.094317031088073267 -0.0590695278873727 0.2473589192478193 -0.050696111355430833
leaf_weight=48.206248428672552 83.298457354307175 220.12950000539422 2002.2397377826273 1951.475493805483 2181.8635538928211 472.55727257952094 2974.2341143460944 4409.0000252109021 853.11327372305095 25.042107224464417 13.97889446094632 99.760115243494511 7.6437774281948796 48.289898861199617
leaf_count=180 420 899 10133 14944 19728 2978 71176 28016 3333 154 48 510 45 735
internal_value=0 0.0148682 0.0337706 0.00554019 -0.0277823 -0.0440203 -0.0702925 0.0588121 0.0123786 0.0184037 0.0797474 -0.0294108 -0.076793 -0.00996454
internal_weight=0 12138.6 8410.92 3953.72 3727.66 2654.42 3252.25 4457.21 1073.24 222.08 97.2774 124.802 3030.17 55.9337
internal_count=153299 80211 53273 25077 26938 22706 73088 28196 4232 1132 468 664 71956 780
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=15
num_cat=0
split_feature=94 95 97 129 118 13 158 168 69 107 84 168 118 154
split_gain=1970.47 455.802 348.285 251.605 186.867 165.237 243.565 117.524 108.622 79.0776 41.9901 41.9191 39.8882 44.2165
threshold=0.026355948116308123 0.04731894217181 0.43015924820017193 1.0197735628581723 0.18497949133887945 0.1382492976801708 -0.27719439538398116 82.429940663252367 0.31228867243871911 -0.19906945866017614 0.0057389084402540676 21.368864431365672 2.4892819278085798 -0.020171278790764264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 5 8 11 6 -2 -6 -4 -5 -7 -3 -1 -14
right_child=2 4 3 9 7 10 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.074698289804632043 -0.023687937293496653 -0.049588468928865211 0.035518329598845398 0.043728207259604975 0.0072882063974345325 0.073033544095383582 0.03329667160623067 0.18137452359624226 0.073337354706665595 -0.032320324383580935 -0.053148953214969319 0.022088411900057975 0.7966295080945448 0.061312162578034457
leaf_weight=3059.8898051083088 1075.4245386794209 1037.4119348488748 1138.5657046586275 200.79653476178646 1108.1829579044133 27.971872979775071 2479.249012446031 40.185325488448143 2280.732519954443 428.56225661933422 461.19294558092952 88.558379549533129 0.90717980451881786 8.2981252986937744
leaf_count=97666 3309 13488 3031 537 8923 132 10398 173 9285 1043 4224 933 19 138
internal_value=0 -0.048931 0.0293159 0.0500492 -0.0150032 0.00855799 0.0160567 0.0133801 0.0607443 -0.00805709 -0.0459335 -0.043951 -0.074073 0.133777
internal_weight=0 5343.43 8092.5 4048.66 2274.34 4043.84 3554.67 1148.37 3419.3 629.359 489.165 1125.97 3069.1 9.20531
internal_count=153299 121340 31959 13896 23517 18063 13707 9096 12316 1580 4356 14421 97823 157
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=15
num_cat=0
split_feature=139 133 79 169 98 34 143 131 4 169 16 56 161 104
split_gain=414.506 170.622 176.348 151.453 149.932 95.776 136.642 77.4516 67.0461 47.0498 45.0522 115.417 43.4228 36.282
threshold=-0.11232217169879728 0.048010026032831533 -0.15191585720521336 0.15079641888704751 0.45160959286115449 0.15645742157926576 0.2539857772615372 0.18147441399762701 -0.12983222666284608 -0.13036359408660284 -0.06760081778104661 0.0065207664190261557 -0.21659868675646765 0.14419864788052986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 7 -4 8 13 -7 -3 9 -1 11 -2 -10 -6
right_child=1 2 3 -5 5 6 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.082148594803358121 -0.049250808578403457 0.066578191174042539 0.029776414003992526 -0.0052287020092563405 0.18667550286851867 0.31043818647472371 0.033425565254674182 0.4326623551762997 0.061129722201668547 0.35648284055049573 -0.057044576341550406 0.057598497118817329 -0.066577734862663815 -0.087756490670410914
leaf_weight=3.9134262474253774 252.42709673149511 9.4005626374855655 5842.9805184095167 1567.5885367929004 5.4101536786183706 25.59979765675962 58.494052370078862 15.002098107710479 27.406727581750602 6.5192099604755622 302.57659235270694 168.62879355112091 933.10908184852451 43.97760311467573
leaf_count=269 6889 183 63063 16945 76 108 640 50 414 14 9361 1867 52818 602
internal_value=0 0.0187438 0.0232554 0.0223716 -0.0465339 0.0528386 0.117754 0.291637 -0.0601952 0.191946 -0.0276105 -0.0064587 -0.0629338 -0.057694
internal_weight=0 8158.6 7434.97 7410.57 1104.43 133.482 84.0939 24.4027 970.948 10.4326 723.632 421.056 960.516 49.3878
internal_count=153299 98358 80241 80008 54941 1426 748 233 53515 283 18117 8756 53232 678
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=15
num_cat=0
split_feature=156 115 166 115 97 61 19 156 175 96 148 63 2 28
split_gain=985.91 853.736 372.191 333.796 412.242 223.616 174.763 159.551 137.053 76.6038 59.1755 50.3963 25.7776 21.4497
threshold=2.286775902667781 0.32481407878782625 -0.24103990615013252 0.026151303764465342 -0.0068721858690496329 0.48863225256866555 0.20250643973241031 3.1596918645260286 0.7106675701471965 0.061524825083490352 0.77259246898443246 0.05457048898893551 0.30840905963003168 -0.0043781520696820758
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 7 -5 6 -4 -2 10 -10 -3 -7 13 -1
right_child=1 8 5 4 -6 11 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.052112341845933767 0.02402321160922731 0.023314007358302177 -0.01492428054011876 -0.011204932611790987 0.041025797655158194 -0.011077193573811213 0.030200423080400492 0.063822135419933604 -0.055498037966735185 -0.0089672450966710622 0.29969122390225095 -0.062654950895954992 0.17026683251144492 -0.073906852219038616
leaf_weight=746.33352385647595 1479.6866936720908 254.39912387356162 3378.9568919371814 2961.2327115647495 3085.8351555913687 236.96296602860093 1150.4945781752467 3155.1649407856166 1577.6218934562057 456.09712583571672 7.9903950430452815 944.62457454763353 4.6567901894450179 1143.3751304317266
leaf_count=13790 10620 1489 19558 11361 12287 1126 6086 27143 17282 3013 40 10420 21 19063
internal_value=0 0.0190334 -0.0263098 0.0309247 0.0154486 -0.013569 -0.00346247 0.0511162 -0.0362871 -0.0450627 0.0317304 -0.0523112 -0.0647201 -0.0652992
internal_weight=0 12978 7605.4 10681.9 6047.07 5711.04 4529.45 4634.85 2296.11 2033.72 262.39 1181.59 1894.37 1889.71
internal_count=153299 83235 70064 61411 23648 37190 25644 37763 21824 20295 1529 11546 32874 32853
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=15
num_cat=0
split_feature=35 130 115 23 177 129 129 140 98 154 125 112 143 155
split_gain=2522.07 789.934 453.68 296.975 288.45 344.943 191.775 224.75 129.847 123.711 51.9059 35.6249 71.1446 19.0462
threshold=0.028449524965197513 -0.1874901438163519 0.036306241928953563 -0.0091259630700151074 0.16087474945770167 1.0160684535879039 1.0165446310143997 -0.17227501968254974 0.45160959286115449 -0.048505807136880678 -0.59347170067927424 -0.20682134154328666 0.014722181357457826 -0.34533476401817548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 10 -4 11 8 9 -8 -6 -2 -3 12 -1 -7
right_child=1 2 3 -5 5 13 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.069221872383689612 0.063744252788726974 0.10626471776747462 0.029128232264117877 -0.012501287636985978 0.070389696453372827 0.073081804045825163 0.038336592811411399 -0.069908153562887543 -0.080728483695866562 0.021731583464789216 -0.072408569400928588 -0.080879890984159139 0.10164140506181307 -0.070365106080756856
leaf_weight=101.92819517664611 3689.3737648837268 16.565198600292206 3153.2674026787281 3753.3932356406003 374.90421967767179 9.398748964071272 630.07033558003604 275.7723151743412 67.023715892806649 865.26752964034677 879.97914474084973 3647.0073312744498 32.026369567960501 609.72860305570066
leaf_count=1227 18283 38 11747 14338 1433 55 2646 1302 924 3568 10679 79906 87 7066
internal_value=0 0.0182321 -0.00218255 0.00650486 -0.0660898 -0.020016 0.0474053 0.00538285 0.0474708 0.0557629 -0.0691073 -0.0790196 -0.0283712 -0.0681875
internal_weight=0 13263.7 7803.2 6906.66 4842.02 1061.06 5460.48 905.843 441.928 4554.64 896.544 3780.96 133.955 619.127
internal_count=153299 62601 36802 26085 90698 9478 25799 3948 2357 21851 10717 81220 1314 7121
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=15
num_cat=0
split_feature=160 73 157 157 73 157 29 160 108 155 120 116 67 85
split_gain=1774.8 430.522 400.642 340.941 278.379 262.479 324.1 160.745 119.805 119.76 91.9417 72.9204 41.1824 27.9836
threshold=-0.077715993948768269 0.030053384782747342 -0.06377304242111205 -0.028561916973695482 0.14702802593699946 -0.2469763791260737 0.15117911985168328 -0.32938043602474915 1.4040283912515725 -0.16735917229682984 0.20162104731780475 -0.067089330530567884 2.2973864055139663 -0.0012936222787345195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 9 6 -3 -5 -1 -2 -7 -6 -4 -14
right_child=2 5 12 7 11 10 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.012261233657233287 -0.053366912082947152 0.052029176422012685 -0.077273435813277919 0.074430852853021354 0.02200545055069331 0.027145464779980422 -0.020196369920755578 -0.032993143719207668 0.060335409524990141 0.038231570456461313 -0.038671943859537872 -0.057789667024942315 0.062873562538833222 -0.067274802086190549
leaf_weight=603.37874058447778 174.34394076839089 1399.4749967232347 2808.6704240096733 170.63469755649567 127.34322537668049 245.15079129859805 1117.3304481655359 758.40880582854152 3680.0443882513791 787.31186974234879 1581.0671978443861 1137.6579693574458 35.553496958687901 30.860523223876953
leaf_count=3781 1143 6403 74231 1080 1014 1056 4812 6119 26291 3857 8218 14509 444 341
internal_value=0 0.0222775 -0.0507715 0.0416527 -0.0189282 -0.000976439 0.0199648 -0.0132629 0.0535635 0.0216252 -0.0298366 -0.049757 -0.075433 0.00239768
internal_weight=0 9555.49 5101.74 5212.47 2226.66 4343.02 2516.81 929.044 4283.42 961.656 1826.22 1265 2875.08 66.414
internal_count=153299 57760 95539 37271 20523 20489 11215 7199 30072 5000 9274 15523 75016 785
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=15
num_cat=0
split_feature=73 63 129 63 64 152 167 124 142 152 157 51 148 148
split_gain=1677.85 548.439 269.515 202.935 189.842 136.505 113.574 111.177 96.1502 94.8656 93.7637 37.0677 30.1089 24.0034
threshold=0.11168147161873203 0.1848448356510429 1.0193180003124296 0.38807099935698136 0.013339415235332186 -0.1169670697534904 -0.25998230471840583 0.30592049010429218 14.971930265199957 -0.41940536013297508 -0.20249959986568386 108.95848092416973 0.77259246898443246 -0.3946930643085535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 8 12 -6 -3 -4 9 -1 -5 -12 -2 -10
right_child=1 2 7 10 5 -7 -8 -9 13 -11 11 -13 -14 -15
leaf_value=0.044515604679005887 -0.069910155787783659 0.0071387133161474881 -0.044742102036486882 -0.15084285200810321 0.02622184492210158 -0.0077451716147721858 0.069701175220675621 0.030314299589954824 0.34090427790632782 -0.069312710532686742 0.082918619589857218 -0.038023801872881097 0.19876692655439054 0.077608639508635058
leaf_weight=74.87795308791101 387.13686884567142 324.75086487829685 346.70522977039218 23.366343639791012 1921.4904642235488 3078.9603146612644 2724.8602285124362 458.12067114561796 6.2859514504671097 3299.4290277576074 147.85000060498714 30.584017261862755 4.2163577266037455 7.708526920527218
leaf_count=1571 9046 722 1023 93 8017 17868 11907 1404 22 100894 543 85 62 42
internal_value=0 0.0206496 0.0494546 -0.0598997 5.77214e-05 0.00530711 0.0630389 -0.00201871 -0.0657019 -0.0667868 0.037522 0.0621888 -0.0670155 0.195874
internal_weight=0 9246.24 3854.44 3590.1 5391.8 5000.45 3049.61 804.826 3388.3 3374.31 201.8 178.434 391.353 13.9945
internal_count=153299 50049 15056 103250 34993 25885 12629 2427 102529 102465 721 628 9108 64
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=15
num_cat=0
split_feature=110 169 134 64 1 155 110 166 56 166 110 77 118 72
split_gain=310.692 179.454 217.19 279.271 246.822 145.063 139.717 139.484 105.53 143.231 197.538 73.5456 100.932 64.0134
threshold=-0.097127805126747638 -0.072219969286068789 0.026841858756735688 -0.0038000583972674523 -0.16571524154882175 -0.16735917229682984 0.33891010347551759 -0.069203886978417797 -0.1947852263574826 0.04465858915070349 -0.40576845376677045 -0.32035480635683328 0.31372063093787622 0.92448541841626286
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 9 10 -1 12 -10 -13
right_child=1 5 3 -5 -6 6 -8 -9 11 -11 -12 13 -14 -15
leaf_value=1.6941312702865361 -0.043259918393285968 0.064540706615526536 0.32941402160030081 0.056035607758104157 0.050837664216382653 -0.021351583193022924 0.016157251136144885 0.004249236223580209 -0.031160074368848448 -0.083483956109449808 0.25301734844168772 -0.058880108238594311 0.24271891155257064 0.131831604999844
leaf_weight=1.0133400056511188 544.33110713260248 734.42472044937313 38.315584871917963 1510.5792184607126 571.35310070635751 2043.9720999072306 1931.4994659745134 803.55624622758478 41.244278760626912 15.264264667406676 15.501704552210869 882.98964038584381 19.971658906433731 17.958091434556991
leaf_count=27 9955 4536 690 8138 13492 36586 13774 9978 1862 877 339 52545 209 291
internal_value=0 0.0172593 0.0385676 0.0627983 0.0049284 0.00696124 -0.00312776 0.0330399 -0.0419502 0.137341 0.341442 -0.0478721 0.0581928 -0.0550788
internal_weight=0 8178.03 2664.58 1548.89 1115.68 5513.45 3975.47 1537.98 993.943 31.7793 16.515 962.164 61.2159 900.948
internal_count=153299 97149 32275 8828 23447 64874 50360 14514 56150 1243 366 54907 2071 52836
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=15
num_cat=0
split_feature=157 154 115 0 0 79 95 157 158 100 157 108 109 83
split_gain=1022.83 736.979 349.724 286.808 211.154 108.727 93.2347 71.2183 67.5413 37.2143 31.8522 23.1605 20.5126 17.1341
threshold=-0.25050001724218468 0.11950963110737707 0.38759225619247245 4.3072067478655827 2.9768587624321321 1.0988855352953615 0.039324440877911572 -0.090952547438221884 -0.21739641956702752 -0.15820834187482558 -0.40573854645580809 1.7033751147916114 0.56784944580243202 0.85946604757794365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 7 -6 -4 -3 9 -1 -11 13 -13 -10
right_child=1 4 6 -5 5 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=0.29756541386456464 -0.020579849850919835 -0.021136402978453761 -0.057972741261162669 0.016439735532739634 0.055270171257970326 -0.094033469534061817 -0.014851486426008104 0.028889901593841152 -0.025982251682914678 -0.07575015009881747 -0.052023938891787781 0.12136416135473416 -0.01649564826882045 0.13253951125746374
leaf_weight=2.9014971107244483 2988.60336760059 550.99171728827059 1197.4042708110064 6982.0963232070208 3988.506426949054 49.378911010921001 862.64265535213053 588.53980512171984 127.39005075395107 896.83991727977991 1533.0281607359648 26.644805289804935 18.141909854486585 7.2040147297084323
leaf_count=12 19135 4355 15336 31898 33639 174 6977 2859 1271 14579 22651 245 134 34
internal_value=0 0.0111697 -0.00240629 0.00534354 0.0427161 0.0534444 -0.0399158 0.00470094 -0.0559873 -0.0603537 -0.060781 0.00322999 0.0655208 -0.0174975
internal_weight=0 17208.2 12030.7 9970.7 5177.42 4037.89 2060.05 1139.53 2612.15 2432.77 2429.87 179.381 44.7867 134.594
internal_count=153299 114373 73346 51033 41027 33813 22313 7214 38926 37242 37230 1684 379 1305
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=15
num_cat=0
split_feature=51 130 46 95 174 124 157 126 85 127 154 112 42 132
split_gain=2170.03 707.935 409.457 354.958 337.368 203.551 166.391 143.898 141.548 60.3801 49.7868 18.9131 24.4653 15.645
threshold=62.784136686936485 -0.19129587855896921 0.053056490620380488 -0.0049608449919401601 0.085967381294936057 -0.090597798892536871 -0.32142106871012527 0.90388246445165421 -0.097939359135270659 -0.30136077637620168 -0.1596314304806293 -0.18441616882206321 0.015151769063046152 0.049984854988324293
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 8 -4 11 9 13 -8 -3 -6 -7 12 -1 -2
right_child=1 2 3 -5 5 10 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.085845739206257182 0.07906736186010814 0.0062801185196857297 0.048632164649230543 -0.0058807281030101638 0.041859076043531757 -0.017644890918455561 0.060544048707879661 0.021207897667450612 -0.057715368998203447 -0.012060210084989245 -0.06664532334944484 -0.081607231860840193 -0.02541884832089358 -0.10444246800158692
leaf_weight=126.65853055566549 4.943930195644497 459.51332258433104 1813.5439505279064 3499.221861558035 352.15838641114533 274.61161576770246 3570.3080290723592 1257.525296330452 1394.51172705926 506.24087641946971 846.63894071616232 2888.0480359932408 142.25505916215479 77.032637903466821
leaf_count=2074 20 2038 7269 13803 1227 1743 18747 5967 16706 1811 9899 70807 614 574
internal_value=0 0.0186473 -0.00139258 0.0127276 -0.0589511 -0.0265877 0.0478992 0.050298 -0.0418543 0.0100602 -0.0546444 -0.0792454 -0.05388 -0.0933752
internal_weight=0 12076.6 7166.79 5312.77 5136.61 1979.65 4909.81 4827.83 1854.03 858.399 1121.25 3156.96 268.914 81.9766
internal_count=153299 65124 39816 21072 88175 14680 25308 24714 18744 3038 11642 73495 2688 594
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=15
num_cat=0
split_feature=166 73 157 139 157 29 166 44 137 73 171 73 161 122
split_gain=1513.44 412.905 348.108 297.572 217.933 318.476 176.955 141.417 123.743 89.8166 85.5332 85.3875 48.8299 23.0941
threshold=-0.057817702650015769 0.068933146594911579 -0.032984858614222019 -0.0058972327135454463 -0.28441693947248586 0.15717398296292737 -0.31749628220100445 0.90726555768886452 0.025031798403714483 0.32328884833898941 0.28617736595496318 0.50404981180026198 -0.24699367476797515 1.5023779295794795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 12 5 -3 -4 9 -1 -5 -6 -9 -2 -14
right_child=3 4 6 7 10 -7 -8 11 -10 -11 -12 -13 13 -15
leaf_value=0.058777316621944645 0.099010368942063401 0.058491277673871703 0.072793270932997631 -0.017598721157428745 0.013472100094972909 -0.022190441999266123 -0.035457349475136263 0.077883628297639382 0.024730902920650426 -0.068166203415124013 -0.038976377588736663 -0.038610477429925037 -0.079855898528529659 -0.01556084892710834
leaf_weight=3091.7427009418607 15.639340355992315 962.96153799071908 182.82103517651558 998.74538867361844 382.40466962009668 994.52454065904021 867.83755521290004 197.4471169449389 1630.5049887001514 541.79003130923957 1663.6730316411704 92.347779063507915 2278.0807513017207 57.270249705761671
leaf_count=24752 92 4179 1236 12021 1731 4816 7896 1076 8668 10103 9317 1235 65216 961
internal_value=0 0.0183245 0.0354388 -0.0535613 -0.0063534 0.0175 -0.0166211 -0.023327 0.0470217 -0.0353828 -0.0291739 0.0407609 -0.0770998 -0.0782792
internal_weight=0 9776.47 5772.91 4181.32 4003.56 1957.49 1050.66 1830.33 4722.25 1540.54 2046.08 289.795 2350.99 2335.35
internal_count=153299 62595 42552 90704 20043 8995 9132 24435 33420 22124 11048 2311 66269 66177
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=15
num_cat=0
split_feature=136 73 22 100 126 89 88 94 19 151 157 151 106 89
split_gain=1426.32 529.104 238.874 154.613 150.914 145.157 86.0734 71.7503 97.3931 74.7564 56.535 50.8198 30.8981 17.5789
threshold=0.031084057080217838 0.071855635906116946 0.32251645004949941 1.2196256517679294 0.94480299159688308 -0.067357731122685685 0.027476967129379842 0.027143804399098043 -0.41803148543622032 -0.45949412627622616 -0.21453114283591543 -0.15315452797973708 -0.15804124078654455 0.57239210308197275
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 7 -4 -3 11 9 -9 -1 -8 -2 13 -5
right_child=1 2 4 12 -6 -7 10 8 -10 -11 -12 -13 -14 -15
leaf_value=0.032744150442271656 -0.015840336511747457 0.33245773807467005 0.065963266480446495 0.25873964070945982 0.0093104625516979948 0.014382902914378912 -0.11596356021344334 0.11982329211035425 -0.044999768774164089 -0.075512156036148581 0.055865177983272611 -0.067840238617700568 -0.033265540598299587 0.10788613880934961
leaf_weight=65.665019687265158 248.16691102646291 14.385496594943104 1940.3116717208177 9.9647327139973623 620.59839826449752 5448.6883626477793 22.843507593497634 37.792963184416294 697.42166632693261 2232.0583065440878 118.36529153399169 774.47366010956466 13.050027072429655 34.363110072910786
leaf_count=1265 5506 163 9843 22 2096 24488 94 166 5781 84498 481 18762 58 76
internal_value=0 0.0178943 0.0270337 -0.0606415 0.0522343 0.0152205 -0.0451158 -0.063718 -0.0365272 -0.0724184 0.0280682 -0.0552213 0.101981 0.141797
internal_weight=0 9187.83 8023.98 3090.32 2560.91 5463.07 1163.85 3032.94 735.215 2297.72 141.209 1022.64 57.3779 44.3278
internal_count=153299 61433 36590 91866 11939 24651 24843 91710 5947 85763 575 24268 156 98
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=15
num_cat=0
split_feature=12 152 169 134 160 77 95 167 146 27 160 39 60 43
split_gain=327.463 135.524 134.683 188.179 170.42 116.878 102.813 77.9979 59.273 47.4689 37.1023 30.9875 29.9335 25.5113
threshold=4.1009694632159901 0.15939321599659986 -0.069566386221578888 0.045202026574870477 -0.27868235698268978 1.5880672923385331 0.81326019698919072 -0.14838964000264218 -0.21351742655047357 1.2263429336905582 0.070837633423795274 -0.088600635440354486 0.076247891874615295 1.8697616445869323
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 10 11 12 -10 -2 -11
right_child=8 5 4 -5 -6 6 -8 -9 9 13 -12 -13 -14 -15
leaf_value=0.013088152922011735 -0.059330282637121673 0.020348316522800822 -0.024579083776799911 0.069729042942930738 0.023243610702352657 0.16866522924516344 -0.020752701132035291 -0.033599618792349593 0.04180726236306604 -0.1044499106802621 0.45717810025397188 -0.059795124390054799 0.09272935989240802 0.082415464166779973
leaf_weight=1134.2062161308713 20.318098744843155 369.24393003527075 957.98654111847281 1214.785423127003 3354.2299615703523 65.376828957814723 51.016313687898219 977.4033158486709 31.143833808600903 9.0288886586204153 2.1894790483638635 830.25907493568957 35.678800719790161 38.284968257881701
leaf_count=21386 551 3436 10154 5963 36235 210 750 21498 1308 47 20 50907 498 336
internal_value=0 0.0170612 0.0231142 0.0423801 0.0126195 -0.0104979 0.0856414 -0.0188074 -0.0445 -0.0507652 0.0533454 -0.0561217 0.0375555 0.046756
internal_weight=0 8124.25 6661.21 2348.99 4312.22 1463.04 116.393 1346.65 966.903 908.717 58.1864 861.403 55.9969 47.3139
internal_count=153299 99632 73738 27349 46389 25894 960 24934 53667 52598 1069 52215 1049 383
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=15
num_cat=0
split_feature=157 155 115 12 21 8 171 157 158 157 122 73 118 85
split_gain=868.222 499.948 290.188 238.779 236.145 136.507 94.0328 93.8733 62.9387 35.1226 34.0585 23.4069 27.5482 14.9268
threshold=-0.25050001724218468 0.050340192102270552 0.38759225619247245 2.0668009507968779 0.023003847532054127 0.42340758898249803 1.1101719321230545 0.044717089938836309 -0.21739641956702752 -0.38690249539480331 -0.29302468137600202 0.69067512890949134 0.31372063093787622 -0.019785944205246309
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 7 -2 -5 -4 -3 9 13 -11 -10 -13 -1
right_child=1 3 6 5 -6 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=0.018797895686250718 0.07310681603679621 -0.015881600674266458 -0.0066661445035510877 0.049835605637505963 0.00083052444091929935 -0.00073718288958228768 -0.05407389675942223 0.046542746569643252 -0.014615959044616779 0.022471315755517217 -0.050992672153190303 0.15264174228419036 -0.022209407745303455 -0.074138240894194032
leaf_weight=17.604004431515932 478.86210021190345 1148.8874074500054 624.84449198655784 4217.6986046489328 8073.4888784885406 611.05437398329377 1266.2710670568049 304.8111573792994 141.03847078420222 66.525783106684685 1227.9345200825483 20.34760469943285 16.172350894659758 945.16649808548391
leaf_count=475 2329 8110 5116 36888 40595 2485 16925 1925 1423 1385 18863 134 127 16519
internal_value=0 0.0104483 -0.00296111 0.0327391 0.00487741 0.0434359 -0.0384099 -0.00279248 -0.0534656 -0.0579749 -0.0472172 0.00385959 0.0752114 -0.0724389
internal_weight=0 16725.9 10443.5 6282.45 8552.35 4828.75 1891.12 1453.7 2434.79 2257.23 1294.46 177.558 36.52 962.771
internal_count=153299 114373 64965 49408 42924 39373 22041 10035 38926 37242 20248 1684 261 16994
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=15
num_cat=0
split_feature=53 126 176 127 119 45 45 115 114 155 96 40 76 19
split_gain=1885.26 608.284 332.659 275.5 234.304 218.253 209.963 207.779 175.406 142.111 96.6937 51.9268 54.4681 29.2737
threshold=0.027369701000588258 0.91538933160073677 0.12630354732831942 -0.30136077637620168 0.019387038886293954 0.12368843170108955 1.2445680786765185 0.24577049011447047 10.809995754287902 -0.24458160316609551 0.17569084483248287 20.593670522923386 -0.020921232508062267 -0.14960584874889865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 7 13 -4 -3 -2 -6 -7 -5 -13 -1
right_child=1 4 6 11 9 10 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.027179746511493783 -0.027909795795391282 -0.022209885854183709 0.052601399828788267 -0.07950728202364564 -0.001491169687595341 0.093559345392295587 -0.041184541358407323 0.035507587998904376 0.02644503629220309 -0.050654142111488824 -0.078441896585893303 0.0078669775701246825 -0.066925331982713096 -0.071542618233730551
leaf_weight=34.259669007733464 1059.3119939118624 1127.4756552260369 4706.522919498384 2997.55876705423 911.88870128616691 221.22631869278848 251.46219497546554 1395.947313670069 1350.7233788855374 1655.2144267000258 38.349798116832972 143.20942215621471 304.20667541958392 243.65010512806475
leaf_count=434 7348 5599 23795 76740 3345 626 1205 5839 5415 10633 572 1217 5431 5100
internal_value=0 0.0146639 0.0330303 -0.064375 -0.0119197 0.00221282 0.0478447 0.00971919 0.0025538 -0.0331904 0.0681479 -0.074764 -0.0429857 -0.0593725
internal_weight=0 12458.5 7368.02 3982.46 5090.53 537.486 4957.99 2523.42 2410.04 2567.1 259.576 3444.97 447.416 277.91
internal_count=153299 63179 37763 90120 25416 6732 25000 11438 12763 13978 1198 83388 6648 5534
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=15
num_cat=0
split_feature=157 73 157 159 24 114 126 166 151 82 151 74 85 178
split_gain=1329.64 690.961 370.148 269.858 188.961 136.569 134.921 86.4366 75.6521 73.8568 26.3802 21.4499 20.6698 10.6886
threshold=0.035731600495521543 0.34149095321455508 -0.21825899289722397 0.15345928359781183 0.071410583922177182 5.5746556920094754 0.95732149003786227 -0.21751504638791677 -0.21818218824790528 -0.13126372920864196 0.06539443474219285 -0.15348478634277346 2.0861297303843203 1.3270475769485401
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 8 -7 9 -3 10 -2 -11 13 -9
right_child=7 5 3 -5 -6 6 -8 12 -10 11 -12 -13 -14 -15
leaf_value=0.060884117096138661 0.10354571244731132 0.065017375640145619 0.029060535491922113 -0.022737800708312359 0.020019379503261152 -0.066435865139795311 0.0057933408235487528 -0.076761849738950325 -0.017449922077462508 0.018925014934693909 -0.061665106424597133 -0.084715784397900881 0.34460654853655681 -0.028796185921718592
leaf_weight=2680.7697619646788 59.080551467835903 149.89288435131311 1939.6959781264886 2088.965893374756 1958.0392585052177 1340.5762640982866 320.42982664797455 2202.6861575013027 431.36744953971356 27.363896861672401 11.555331036448477 73.897781435400248 1.1703781336545933 47.458916646428406
leaf_count=21988 311 554 11349 17139 8943 17369 2310 70212 1802 129 46 357 34 756
internal_value=0 0.0115766 0.0243768 0.00220175 0.0436351 -0.0379026 -0.0525019 -0.0703129 0.00381639 -0.0019632 0.0765189 -0.056709 -0.0755317 -0.0757502
internal_weight=0 10909.7 8667.47 4028.66 4638.81 2242.27 1661.01 2423.21 581.26 171.898 70.6359 101.262 2251.32 2250.15
internal_count=153299 81454 59419 28488 30931 22035 19679 71845 2356 843 357 486 71002 70968
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=15
num_cat=0
split_feature=61 108 8 130 63 94 130 107 101 45 73 152 122 148
split_gain=1240.24 414.358 210.267 175.257 159.781 142.814 139.381 132.507 81.6387 81.5836 57.9059 51.6514 105.238 27.2902
threshold=0.042307506915281699 1.5955841703613978 0.89756225590651317 0.053638749562283441 0.23464188683850398 0.028717631181951767 -0.57388130806866744 -0.05163369963593939 1.1587785959266004 -0.049650080495067792 0.059990978793149997 -0.41940536013297508 -0.27392874581417398 -0.67204408730088405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 6 11 -3 -6 9 -7 -4 12 -1 -13
right_child=1 4 10 -5 7 8 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.16427230560323636 -0.054218176086144945 0.23800505360366808 -0.017120956301286513 0.005277139844120992 0.061247972300181343 -0.0746346164246771 0.015208975294736027 0.0090102718592167223 0.10800554265154444 -0.005224269114160832 0.074123240821384107 0.007663018084801832 -0.082697169226401593 -0.073976824739911434
leaf_weight=28.229305440559983 1232.7265505939722 28.30127876996994 92.634600161574781 827.46557232737541 2081.8667850978673 254.66173044964671 3582.7194070583209 633.311418261379 46.506611540913582 505.41531265899539 279.13238594122231 41.744702326133847 44.377188830636442 2137.6440132549033
leaf_count=315 21689 77 1156 7738 10828 2265 12413 2202 99 3587 1099 1333 1234 87264
internal_value=0 0.0172498 -0.0178314 -0.0303222 0.030736 -0.0567168 0.0169551 0.0490636 -0.0206104 -0.02848 0.0513876 -0.0696488 0.0133242 -0.0724131
internal_weight=0 8758.16 2431.96 2060.19 6326.2 3058.58 3611.02 2715.18 806.584 760.077 371.767 2252 72.6065 2179.39
internal_count=153299 57202 31682 29427 25520 96097 12490 13030 5951 5852 2255 90146 1549 88597
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=15
num_cat=0
split_feature=12 114 117 114 166 167 45 38 18 39 72 113 62 19
split_gain=281.286 130.226 134.593 109.749 105.927 51.9757 49.3902 70.8888 41.4398 37.6881 35.5092 32.4808 36.0687 23.1346
threshold=4.1009694632159901 3.6000251860720129 0.17490411250231055 11.263915705799928 -0.09832749405265305 -0.10423297788064491 1.5093108031776392 0.18930338173285646 0.81366550754203104 -0.088600635440354486 0.075511697535704497 0.8373876085501416 0.76599010324247196 -0.30189043408569594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 -4 8 9 -8 13 -7 -10 -1 -13 -2
right_child=5 2 4 -5 -6 6 7 -9 10 -11 -12 12 -14 -15
leaf_value=-0.072549131297677275 0.10314394562451479 0.048076085160535492 0.021463576722982478 -0.022442841302242403 -0.0063499784965750615 0.070760480895498801 0.47531000212665619 0.01373434594527655 0.61921144405173112 -0.062880215341260134 0.080557656319934376 -0.036603679025273547 0.28987300280376455 -0.03589488641074931
leaf_weight=193.29611010756344 13.5119780767709 1895.8809595759958 3476.3763314750977 249.76686814846471 2259.1148461932316 21.762838547583669 3.7243072893470517 31.213328870944679 1.2634651330299664 695.08410324761644 39.012284791097045 9.3160011302679759 5.3143841475248328 104.67143324203789
leaf_count=6396 220 16759 33554 4102 38758 1053 63 608 28 48430 793 51 12 2472
internal_value=0 0.0164404 0.0185013 0.0398672 0.0105083 -0.0421937 -0.0531644 0.0629377 0.0098549 -0.058823 0.0974554 -0.0616755 0.0819867 -0.0199985
internal_weight=0 8089.07 7881.14 2145.65 5735.49 910.244 751.785 34.9376 158.459 716.847 40.2757 207.926 14.6304 118.183
internal_count=153299 99632 93173 20861 72312 53667 50154 671 3513 49483 821 6459 63 2692
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=15
num_cat=0
split_feature=19 139 151 67 145 140 114 95 151 95 134 130 109 102
split_gain=655.247 530.871 247.168 221.96 178.734 168.281 223.262 226.121 185.173 132.133 121.059 90.8488 65.6308 58.7997
threshold=-0.012870500384398676 0.14551507669616934 0.0026347595261509145 0.061039387598264515 -0.10826664364939535 -0.006205359434983823 12.154281296546124 -0.010199007709474114 0.092297879528946816 -0.032913488800513223 0.015250182332467591 -0.086440328967135646 -0.047280522884759472 0.2892237978453423
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 12 4 -2 6 7 -1 -7 -5 -4 -8 -3 -10
right_child=1 2 10 9 -6 8 11 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.024565507213981212 0.0083663194646511636 0.02030085939220146 0.04392591002721595 -0.03175312576980456 0.057851021632353949 -0.054462018720615249 -0.051528716838923565 0.030996638809105484 0.032016246263771052 0.021809568702529938 -0.011413978496566182 -0.0094668721221999666 -0.063702861909934988 -0.02720289976884091
leaf_weight=1237.1726495530456 929.22196199931204 102.86443959735334 548.11164336279035 554.73527691140771 3402.7928449828178 2080.7448190515861 1233.0409896597266 1795.4268276337534 377.02809553220868 2712.939447524026 1417.7890327461064 879.96640897728503 970.42407822515815 301.94766080006957
leaf_count=6805 6720 1403 3420 2418 33415 31756 15061 8672 2063 11632 9248 6112 11678 2896
internal_value=0 0.0182675 -0.0170561 0.0323938 0.0472365 -0.0197426 -0.00905765 0.00832963 -0.039665 0.0127165 0.0040153 -0.034012 -0.0556519 0.00568087
internal_weight=0 10638.9 3039.19 7599.69 4332.01 7905.33 5145.61 3032.6 2759.72 3267.67 1965.9 2113.01 1073.29 678.976
internal_count=153299 79934 25749 54185 40135 73365 36650 15477 36715 14050 12668 21173 13081 4959
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=15
num_cat=0
split_feature=67 76 130 159 151 155 113 10 158 64 83 129 44 36
split_gain=1653.11 668.004 356.594 251.114 172.095 206.292 164.757 137.636 105.267 89.4137 75.8631 72.6715 49.3613 29.5066
threshold=0.013443727259959263 -0.013744208588462209 -0.21080036528970933 0.1568903730700256 -0.11091734605744863 -0.046959972125241826 -0.21485655029924525 0.034505964825765595 -0.31651167006131753 -0.042436153833530312 0.30142556520925051 1.0160041339892745 0.28103685390716843 17.745501028204334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 8 -4 9 -6 7 10 -2 -3 -1 -9 13 -8
right_child=1 4 3 -5 5 -7 12 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.065801245018410837 -0.096739701195889732 0.24388021664911569 -0.039924133778666639 0.01750013760119512 0.0088838430929718704 -0.061330926321270289 -0.08103116621398089 0.12934022952493593 0.049021651727570503 -0.069246378531189909 0.12257359767080596 -0.010643604831272123 0.34596957121924343 -0.046140341628469798
leaf_weight=275.57241595908999 50.170828144997358 9.211262781172989 908.00584887899458 4720.2546437494457 1307.0999727007002 615.45093921944499 2519.6449704905972 82.303284903988242 3978.5671211946756 913.9814845463261 23.176920473575592 67.502560714259744 2.7530413195490828 268.1775842551142
leaf_count=1963 224 74 3884 19988 7238 8408 76916 303 21790 8342 41 453 24 3651
internal_value=0 0.0119461 0.0244938 0.00823589 -0.0306344 -0.0135935 -0.0682148 -0.0119617 0.0472065 -0.0661221 -0.0511872 0.0662635 -0.0772569 -0.0776748
internal_weight=0 12502.7 9657 5628.26 2845.74 1922.55 3239.13 448.555 4028.74 923.193 298.749 149.806 2790.58 2787.82
internal_count=153299 69948 45886 23872 24062 15646 83351 2760 22014 8416 2004 756 80591 80567
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=15
num_cat=0
split_feature=157 74 157 119 108 108 159 163 64 83 157 8 103 76
split_gain=1165.91 585.182 251.61 251.688 151.976 165.808 109.056 80.3316 78.6543 63.8457 48.2779 13.9199 22.8294 9.94882
threshold=0.035731600495521543 0.0034577556319624601 -0.18161922874649064 -0.070795711461018054 1.9874273794944688 1.4055343682288115 0.14814002128979673 -0.20189430447329751 -0.046222814116315389 -0.064461330381655302 0.27938809854978391 1.9866849850622028 -0.09852015309406377 0.75333765643323958
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -4 9 -6 10 -2 13 -13 -9
right_child=7 2 6 -5 8 -7 -8 11 -10 -11 -12 12 -14 -15
leaf_value=-0.0015468823762601596 0.084652826468516795 -0.035890388274063864 -0.0075601559937016824 0.018625380773734143 -0.11414620902593675 0.051111343864844921 -0.057981005598872065 -0.075724383155719985 0.041638553530174767 -0.079241995152629363 -0.10020986212370023 0.13468530302687748 -0.065552435039966869 0.041936754640888155
leaf_weight=720.84249251056463 78.015916869044304 1154.0937847085297 670.12721908278763 3181.3048044303432 96.566912429407239 3507.8016489325091 1192.0239731222391 2024.8616703525186 48.781369369477034 61.940178855322301 17.250745519995689 8.3359008152037877 17.964126387611032 7.2118993587791911
leaf_count=5987 425 7339 3515 19771 237 29164 15076 70247 365 438 160 97 263 215
internal_value=0 0.0106733 -0.00909212 0.00411315 0.038679 0.0421349 -0.0398362 -0.069109 -0.0618622 -0.000207945 0.0511782 -0.0743713 -0.00208627 -0.0753068
internal_weight=0 10571.5 6197.55 4335.4 4373.99 4228.64 1862.15 2215.58 145.348 157.207 95.2667 2058.37 26.3 2032.07
internal_count=153299 81454 45701 27110 35753 35151 18591 71845 602 1023 585 70822 360 70462
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=15
num_cat=0
split_feature=64 63 117 129 126 136 158 108 151 64 27 63 176 64
split_gain=1093.81 373.682 210.416 155.816 152.006 115.181 102.414 85.921 78.3276 152.185 98.8866 38.7202 22.1112 14.9468
threshold=0.012486373125057374 0.19907307978302755 3.9277683342708785 1.0163040561946837 0.94480299159688308 -0.0069654162091813705 0.0077446579393720717 1.2432276937711721 -0.45949412627622616 -0.0055074405999996278 -0.0062161112188631297 0.19907307978302755 -0.037295050460994121 0.0023263728959679133
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 7 -4 -5 -3 -2 9 -1 -11 13 -13 -10
right_child=1 2 4 5 -6 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.083828747702199918 0.081502334082032279 0.060190274543937418 0.029696124787312095 -0.056465094913768638 -0.057336187472068416 0.0097347897705633707 -0.01346538885303715 -0.040001125343798571 -0.077467432175131259 0.38739207900361977 -0.085638897429511113 -0.10235399523745861 0.070201396016572118 -0.051393318237096433
leaf_weight=34.184366936795413 61.233344996348023 2279.7222904236987 525.45517370663583 279.16651288792491 324.67732252180576 4489.69193452131 205.82032744400203 1174.8119750740007 1665.8360492200591 15.685319841839375 6.152942086569964 9.9540284164249879 29.239753719419241 253.27770781051368
leaf_count=857 845 11316 2462 5690 1114 25419 613 16741 78952 79 157 73 100 8881
internal_value=0 0.012566 0.0394025 -0.00234144 -0.00354272 0.00585948 0.0540911 -0.0339819 -0.0686815 0.0479057 0.254115 -0.0720168 0.0263776 -0.0740263
internal_weight=0 9340.58 3335.68 6004.9 850.132 4768.86 2485.54 1236.05 2014.33 56.0226 21.8383 1958.31 39.1938 1919.11
internal_count=153299 64200 15505 48695 3576 31109 11929 17586 89099 1093 236 88006 173 87833
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=15
num_cat=0
split_feature=0 131 70 126 3 169 16 107 5 65 65 71 76 175
split_gain=221.918 113.682 166.382 225.584 134.783 149.237 124.162 99.8736 81.6903 125.592 150.728 71.2302 56.7222 39.733
threshold=6.3451042776051878 0.43743283791497684 0.064056034923582791 0.97174669212035025 8.2952197376597034 -0.082501349027627097 0.32564824391307062 0.55914366588626341 -0.10305791571882707 -0.051892204000368938 -0.065389853847107007 0.034178417165242912 -0.027811777239138403 4.1283164676531063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 -4 -1 9 10 -2 -10 -13 -11
right_child=8 2 6 -5 5 -7 -8 -9 11 13 -12 12 -14 -15
leaf_value=-0.052776873775581837 -0.082627930344368494 0.20899135747307104 0.037678896685788527 -0.045415740290291974 0.037387326119539981 0.0030216706739446676 -0.069010807616525435 0.360129907236304 -0.064204270793801588 -0.039700470265864145 0.47731914098878053 0.064230912149493002 -0.02809688589425945 0.67990079800137937
leaf_weight=391.55793875688687 7.4837913522496846 118.23895931243896 1278.3231496121734 49.422010124195367 1821.357898441609 4126.8113772599027 119.25584515929222 5.9469354418106368 554.31347950547934 39.01988810650073 13.441698293900116 83.721451997756958 324.25297381682321 0.78269579354673524
leaf_count=11118 504 1380 5490 1150 21566 52181 652 65 51136 1472 135 1529 4912 9
internal_value=0 0.0157307 0.0398675 0.133999 0.00977706 0.0135446 0.028575 -0.0465995 -0.0337645 0.0787224 0.27706 -0.0408633 -0.00915007 -0.0255499
internal_weight=0 7910.91 1565.24 167.661 6345.67 5948.17 1397.58 397.505 1023.02 60.7281 20.9255 962.288 407.974 39.8026
internal_count=153299 93602 8672 2530 84930 73747 6142 11183 59697 2120 639 57577 6441 1481
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=15
num_cat=0
split_feature=157 20 74 138 142 25 157 118 103 74 89 131 158 129
split_gain=632.009 357.545 180.538 167.827 194.42 150.716 116.368 108.622 76.3299 135.691 193.65 55.2741 46.0517 40.1816
threshold=-0.25766596503806621 -0.025061535265481705 0.07007359047516952 0.3021679092091758 0.020310738280517961 0.040071158405476127 0.14693498725624665 -0.050015987225585236 -0.074946405911930122 -0.044881235642544585 -0.055699655100607461 0.62533239491571613 -0.21739641956702752 1.0201130313199593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 4 -3 -4 -5 -2 9 11 -11 -1 -10 -14
right_child=1 3 5 6 -6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=-0.035708584780769347 -0.042807839672469039 0.043569068495983194 0.066861468366253216 -0.014678426326778625 0.011563216995648584 -3.7101299098385541e-05 0.058487965466487303 -0.0076214440832433452 -0.059119554179491621 0.90953264566317582 0.11663832235531141 0.34478521895019809 -0.01984844938415457 0.14041279560342299
leaf_weight=104.65088349953294 1711.235102917999 3834.2100253067911 389.51301224529743 1687.263934943825 3758.3092167079449 2486.7743767742068 249.52283084392548 1800.3856818042696 1808.1924215266481 3.7105378806591061 18.133645391091704 3.9624768998473874 102.32941917516291 18.46835963241756
leaf_count=2520 15741 37262 2309 11016 17282 15584 2267 14128 33577 66 282 125 1000 140
internal_value=0 0.00875242 -0.00955315 0.0210234 0.0277261 0.00902245 -0.00525215 -0.024768 -0.0501194 0.0239097 0.251322 -0.0218273 -0.0551259 0.00465334
internal_weight=0 15917.2 6387.91 9529.31 7592.52 2876.29 1936.79 3511.62 2059.45 130.458 21.8442 108.613 1928.99 120.798
internal_count=153299 115589 47762 67827 54544 17893 13283 29869 37710 2993 348 2645 34717 1140
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=15
num_cat=0
split_feature=51 127 116 159 139 139 68 68 122 128 155 157 19 36
split_gain=1449.42 478.286 388.203 252.627 219.67 144.275 152.272 116.307 60.6312 53.2696 38.2165 48.1601 31.3896 12.8362
threshold=56.280514821241162 -0.2593062099330336 0.020503183891968698 0.16218795046369266 -0.085042957398303073 -0.36778384940761483 0.14102294099488752 0.043666814892376164 0.1013089524609302 0.05052980900719909 -0.26938053020051883 -0.25050001724218468 0.55555609376712145 6.9039737403510912
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 8 -4 7 12 -7 -1 -3 -9 11 -6 -2 -12
right_child=1 2 3 -5 10 6 -8 9 -10 -11 13 -13 -14 -15
leaf_value=-0.072712824139585824 0.080323610090951153 -0.078067679753028058 -0.03235228259187907 0.016460818474530858 -0.089559898035285926 -0.00098428584520585268 0.048515959787277033 0.012120956514414798 -0.010208583379039503 -0.045819981803689028 -0.080401772452375411 0.039021074379724734 -0.11929134730959293 -0.062461840864210354
leaf_weight=326.81394773721695 867.19280946813524 678.37844969332218 1312.5496257944033 5515.7224252205342 52.738299512304366 933.18281142786145 1860.3304652683437 631.3328876234591 163.37825089693069 211.94330424908549 1999.1114458171651 65.071010712534189 7.949933346360921 498.23613412305713
leaf_count=10308 5838 15576 5551 24987 689 4873 11613 2551 1447 1265 58387 264 63 9887
internal_value=0 0.0133831 -0.000821113 0.00707783 -0.0580832 0.0430798 0.0319802 -0.0220688 -0.0648968 -0.00244152 -0.0741971 -0.0185392 0.0785103 -0.0768226
internal_weight=0 11338.7 7670.03 6828.27 3785.25 3668.66 2793.51 1170.09 841.757 843.276 2615.16 117.809 875.143 2497.35
internal_count=153299 69948 47561 30538 83351 22387 16486 14124 17023 3816 69227 953 5901 68274
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=15
num_cat=0
split_feature=115 13 163 152 55 24 67 124 66 83 154 132 140 155
split_gain=1066.67 441.156 252.705 243.316 204.662 216.206 145.991 127.605 101.545 92.7937 92.7384 78.3465 75.8823 73.0273
threshold=0.021246880833077002 -0.20656406310783842 -0.25450599355677223 -0.069473649528071876 -0.010701570260611269 0.071410583922177182 1.1650967330192481 0.088072563037597959 0.85375124655316681 0.61073598281655461 0.19947555156359129 0.66290119642711021 -0.05796277251928824 -0.22916387352820092
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 7 5 -1 12 -3 -5 10 -2 -6 -4 -8
right_child=2 3 6 8 11 -7 13 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.047861663411855875 0.063722556397038652 0.037641202604268308 -0.077151806323922031 0.049019654401553217 0.066884741971308517 -0.0099083006766322226 -0.071990659583902786 -0.012036673880349215 -0.037406054788040918 -0.056173981329951196 -0.17353471708994525 0.35492898649848614 -0.046491917692472351 0.040057056331277326
leaf_weight=1504.5036884900182 317.89530426822603 1269.6818574657664 1515.6476104580797 146.69335572235286 1553.6753488555551 1137.7365190023556 78.11394866835326 872.28305603656918 1855.9828421687707 105.32534292340279 17.375281512737274 9.5005557611584646 1727.0738616189919 227.79252041596919
leaf_count=11539 1809 11813 43724 1416 11246 6533 1600 4916 36077 540 39 61 19895 2091
internal_value=0 0.0171356 -0.045724 -0.00601769 0.0399542 0.0229862 -0.0545926 0.0174106 -0.0310755 0.0257046 0.0514268 0.0686354 -0.0608223 0.0114454
internal_weight=0 8350.06 3989.22 4144.64 4205.42 2642.24 3548.63 2141.96 2002.68 440.596 335.271 1563.18 3242.72 305.906
internal_count=153299 83601 69698 54222 29379 18072 67310 16729 37493 2388 1848 11307 63619 3691
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=15
num_cat=0
split_feature=73 61 129 88 22 23 80 133 118 93 100 129 144 83
split_gain=943.142 305.271 141.68 154.018 120.272 99.8412 154.599 101.605 87.4042 73.76 60.7053 58.158 53.0896 36.6385
threshold=0.11168147161873203 0.18570823498227021 1.0196689574145028 0.017466092071334934 0.32251645004949941 -0.0051298510073547734 0.18422623196442411 0.20645924430214743 0.37927076283005745 0.24544069699693927 -0.3479009884235878 1.021266736861109 0.057894149791955098 -0.1800199359765314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 8 7 -7 -2 12 -4 -10 13 -1 -6
right_child=1 2 9 -5 11 6 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.0043056283112957753 -0.07063653249993547 0.020986375591434438 0.051213265481252518 0.059192445488148372 0.1299202836701828 0.024697623606195526 -0.025689275694230657 0.043916528093678131 0.6502374786948657 -0.017682989664479211 -0.01774913027439045 0.075582143332664511 -0.073961647822747736 -0.030713321923213729
leaf_weight=116.2751380847767 434.26534238830209 2512.4597743069753 191.88986926525831 1819.0651940852404 15.082799922674893 1137.1146817775443 1310.9663231670856 94.229749733582139 1.3659357139840711 816.99134488962591 340.45874268189073 81.591440240852535 1855.6198654104955 242.38703883439302
leaf_count=5960 10874 9195 674 10745 113 9729 6148 373 36 2311 10350 324 84221 2246
internal_value=0 0.0148674 0.0291706 0.0370314 -0.0536109 -0.0107944 -0.00228495 -0.0502119 -0.061762 -0.00457888 -0.0150798 0.00201116 -0.0698543 -0.0213033
internal_weight=0 8316.98 5340.41 4331.52 2652.78 2976.58 2448.08 528.495 2313.72 1008.88 341.825 339.061 1971.9 257.47
internal_count=153299 50049 22925 19940 103250 27124 15877 11247 100567 2985 10386 2683 90181 2359
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=15
num_cat=0
split_feature=12 19 19 102 93 68 48 146 72 27 131 163 43 25
split_gain=207.873 114.212 139.784 151.638 104.617 70.4981 73.1428 46.7206 46.1023 40.5732 33.0929 28.8444 21.482 18.9602
threshold=4.1009694632159901 0.37471209369149516 0.084082608415671181 0.11802038377996417 0.0030543461644100297 0.34452900334834463 8.0996505692555019 -0.21351742655047357 0.060738111076465089 1.2263429336905582 0.6887918208523941 0.026604793118083333 1.8697616445869323 0.070700159103333562
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 8 -7 11 -3 10 -9 13 -11 -2
right_child=7 5 3 -5 -6 6 -8 9 -10 12 -12 -13 -14 -15
leaf_value=-0.021712413670496283 -0.034294765637909612 0.30086433029765514 0.17143962813145952 0.034872862946176121 0.015529445848245846 0.26609051136882889 -0.013288314045897568 -0.055160793325946783 -0.048181994637090379 -0.10192642413371905 0.055292853476888532 0.32183300011706523 0.075113048363786239 0.083581135647608759
leaf_weight=895.31971509172581 25.079665458761156 3.817964323796331 85.116054157959297 1816.064769390272 4788.5651422268711 15.251176771707831 24.30499231768772 687.37387008662336 425.9130991413258 8.2935968246310932 28.23975532874465 3.604820327833294 39.481403965502977 29.930502765346318
leaf_count=32386 708 53 1740 19310 36390 86 286 51471 9381 47 744 27 336 334
internal_value=0 0.0145524 0.0175144 0.040987 0.00966315 -0.0333217 0.0944283 -0.0382392 -0.0450809 -0.0448453 -0.050802 0.0477979 0.0443795 0.0298404
internal_weight=0 8054.35 7585.07 1901.18 5683.88 469.287 39.5562 822.004 429.731 763.389 715.614 58.615 47.775 55.0102
internal_count=153299 99632 89826 21050 68776 9806 372 53667 9434 52598 52215 1069 383 1042
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=15
num_cat=0
split_feature=157 19 19 173 25 139 169 103 74 90 95 157 126 9
split_gain=536.126 414.747 212.046 146.686 154.841 130.712 77.0813 69.2737 101.942 77.3146 55.4707 45.6007 50.8252 43.0874
threshold=-0.25766596503806621 -0.052392523099482488 0.36080524028792643 0.50818851860490055 0.019920281774030206 0.047082326478036451 0.051047809740969709 -0.069739120347658265 -0.033985653110739943 -0.022261204975394768 0.07344116375569483 -0.40573854645580809 0.95283630725649859 -0.35405657755715453
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 5 4 -2 -3 -4 8 13 -10 -5 -9 -13 -1
right_child=1 2 6 10 -6 -7 -8 11 9 -11 -12 12 -14 -15
leaf_value=0.17449867112518952 0.1853484132735814 0.021750378403158684 0.061916216177931166 -0.069113090570577934 -0.0083212630748987406 -0.0051398162022873511 0.023651805378954536 -0.07446120325779558 0.46408502887711506 0.083951712125831857 -0.02081982809167655 -0.049608627089465319 0.010712398230898795 -0.038405283042991636
leaf_weight=10.438406824134288 41.674194548279047 5182.4770853240043 1375.4799585305154 577.39575012400746 4389.835001192987 2776.0002464260906 852.88596908003092 636.90829502884299 7.8196052778512266 16.944337911903858 404.44281772337854 996.44567543081939 162.45560911670327 106.37866073939949
leaf_count=349 240 30992 19687 9507 29145 18120 4213 13957 72 257 3685 18402 2099 2574
internal_value=0 0.00811905 0.0200052 -0.0142483 -0.00649998 0.0123708 0.0472709 -0.0476566 0.019688 0.203985 -0.0492199 -0.0529661 -0.0411528 -0.0193809
internal_weight=0 15600.2 10186.8 5413.35 4431.51 7958.48 2228.37 1937.39 141.581 24.7639 981.839 1795.81 1158.9 116.817
internal_count=153299 115589 73012 42577 29385 49112 23900 37710 3252 329 13192 34458 20501 2923
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=15
num_cat=0
split_feature=115 79 155 166 172 109 127 140 95 44 129 130 178 178
split_gain=1270.06 543.41 261.907 279.581 216.857 215.277 161.778 122.662 112.238 70.475 109.698 44.4748 35.2834 11.4575
threshold=0.018920262221810914 -0.016548629707140827 -0.049304802949937797 -0.066220542573487681 1.9012784721608342 -0.44317332091606371 -0.2593062099330336 -0.17227501968254974 -0.010199007709474114 0.13239745110755416 1.0156767482726949 -0.13905004444800403 1.0000000180025095e-35 0.36170033323714396
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 6 7 -2 12 -6 -7 -11 -4 -1 -9
right_child=1 2 11 -5 8 9 -8 13 -10 10 -12 -13 -14 -15
leaf_value=-0.059179934402887859 0.040093834390943904 -0.05980852613498832 -0.029236746791232417 0.0071646665637794954 0.057628883311907166 -0.080824426645967742 -0.011761051814113589 -0.084776310801017093 0.025228671002484677 0.086090904674382143 -0.065525592535074381 -0.080264136726387603 0.11185106198494002 0.098940803250556431
leaf_weight=13.527781633660195 896.08951397426426 767.92266726866364 235.48138032946736 3309.9546884382144 2129.8781408295035 2208.5407002596185 1831.0125131225213 62.863997826352715 2146.8293129047379 65.951533082872629 172.63219613954425 621.9197546588257 111.32559962105006 3.5883903857320538
leaf_count=252 4224 5542 2491 15244 12117 78806 7892 967 12621 343 2265 10168 357 10
internal_value=0 0.00940449 -0.0160105 -0.00544734 0.0273133 -0.0672601 0.00527778 0.0349021 0.0413646 -0.0752467 -0.0236144 -0.0662497 0.09332 -0.0748557
internal_weight=0 11939.1 4935.28 4077.88 7003.81 2638.43 2727.1 191.306 4276.71 2447.12 238.584 857.401 124.853 66.4524
internal_count=153299 70299 33445 20786 36854 83000 12116 1586 24738 81414 2608 12659 609 977
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=15
num_cat=0
split_feature=139 73 114 19 160 137 126 1 8 77 165 123 6 22
split_gain=910.323 397.3 249.879 226.036 95.0324 89.5551 68.5057 51.7887 49.5867 27.6443 23.2967 22.8479 16.1833 7.94054
threshold=-0.07634185907016032 0.36087259174003761 4.1345513753307923 0.070272469222310771 -0.26678391000366064 0.079866798314940202 0.93194843703655161 -0.037127930102964592 -0.22161953558321421 -0.069712439835034321 0.15006802172905115 1334.5000000000002 0.2558540943562338 1.1707288289590592
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -4 9 6 -3 -2 -7 -1 11 -6 -11 -12
right_child=1 5 3 -5 10 8 -8 -9 -10 12 13 -13 -14 -15
leaf_value=0.099071449628807415 0.06485518600633243 -0.038900541754437773 0.021266930962252708 -0.019203855053508235 -0.046316589339534149 0.013529620029736811 0.026100402188534762 0.0061186538834981548 -0.056224134551058763 0.047671469150931144 -0.078372141266922865 0.17021448727712457 -0.070693322250495058 0.038866763859567638
leaf_weight=37.436574459075928 1168.1043786173686 299.08592103701085 5016.4365850733593 1903.7880485923961 181.6827357057482 112.45959403179586 354.10462320223451 172.24878876656294 1086.7188997156918 21.348824225366116 1523.9250112255104 5.0074154138565055 25.169073417782784 5.7990352632477871
leaf_count=213 11067 1976 33681 24286 4249 586 1819 1900 15807 173 57186 46 146 164
internal_value=0 0.00840161 0.0177876 0.0101332 -0.0687765 -0.0334548 -0.00366253 0.057307 -0.0496826 0.0351064 -0.0738577 -0.0405088 -0.0163712 -0.0779277
internal_weight=0 10112.9 8260.58 6920.22 1800.37 1852.37 653.191 1340.35 1199.18 83.9545 1716.41 186.69 46.5179 1529.72
internal_count=153299 91122 70934 57967 62177 20188 3795 12967 16393 532 61645 4295 319 57350
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=15
num_cat=0
split_feature=97 63 57 108 169 103 67 87 151 23 167 106 121 148
split_gain=799.011 268.748 192.883 137.862 155.918 117.321 105.396 82.5631 83.8257 110.224 48.9651 37.031 33.8794 21.8076
threshold=0.016713263722944825 0.32919826525653906 15.160481725408486 1.592532964672168 0.26906858692444546 0.54368215074224369 -0.13923332362262139 0.11565372954283891 -0.45949412627622616 -0.017115122853950667 -0.25536450200320671 0.066660112777438912 -0.083725128919600836 -0.38472176307259043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 10 4 -2 -4 -5 8 9 -1 -3 12 -9 -10
right_child=1 2 5 6 -6 -7 -8 11 13 -11 -12 -13 -14 -15
leaf_value=-0.083146264823405841 -0.043761005791886479 0.00082923604799286425 -0.049063054164415872 -0.087309955550138943 0.009961618488813398 0.037336826345027004 0.013191787165883696 -0.093901897793418829 -0.034542178704123981 0.21047449282990136 0.06746683221908932 -0.094595099842160232 0.099458637618915255 -0.07557657616654842
leaf_weight=26.604789263568819 1204.2511792648584 120.15216690674424 302.87973203137517 106.82932975888252 979.76160117425025 326.66818000376225 4488.5839843517169 10.82962315622717 141.94315662840381 24.612889586016536 1340.3547133728862 17.787680554203689 55.500980256125331 1478.8474301588722
leaf_count=822 20722 358 1028 482 10455 1670 18056 127 6585 315 8926 152 160 83441
internal_value=0 0.0106896 0.0420399 0.00102456 -0.0196607 -0.00423074 0.0108554 -0.0631392 -0.0680026 0.0579545 0.0619847 0.0335302 0.0678892 -0.0719829
internal_weight=0 8869.48 2090.05 6779.43 2184.01 629.548 4595.41 1756.13 1672.01 51.2177 1460.51 84.1183 66.3306 1620.79
internal_count=153299 61697 11982 49715 31177 2698 18538 91602 91163 1137 9284 439 287 90026
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=15
num_cat=0
split_feature=12 152 119 131 169 77 107 70 157 128 104 102 33 158
split_gain=175.88 103.425 100.24 113.314 84.0464 64.4398 63.8923 45.7307 58.1889 482.53 51.8824 40.9472 22.8805 17.8754
threshold=4.1009694632159901 0.2953068622853065 -0.24095184574740211 0.45570688368839818 0.099607100738518042 1.5880672923385331 -0.22364176109827963 -0.033730799897121501 0.57437543279612469 0.50573855690568026 -0.11047006259508245 0.075327350132854035 17.647863890442459 -0.29008478554706313
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 11 -7 12 10 -10 -9 -3 -2 -14
right_child=7 5 3 -5 -6 6 -8 8 9 -11 -12 -13 13 -15
leaf_value=0.070841253940920793 0.70569916787322162 0.1632288409085936 0.0075701198192697564 0.039992491465225294 -0.077293375484543375 0.1285950642308725 -0.08384906954256198 0.16481094025413773 0.058879850808305073 2.996972205224484 -0.029443364021691256 -0.032991305038193579 0.53606271040852105 -0.071257299479169103
leaf_weight=488.30419906182215 0.38061753008514543 10.799093357287346 5393.4085058879573 1347.1903097187169 41.560463122092187 51.317530220374465 19.549637059681118 14.154070778982712 12.702280833385881 0.58470633276738304 480.71863114112057 699.84454406681471 0.48550775554031034 272.03894997690804
leaf_count=3970 24 290 70962 6983 951 341 329 772 1437 36 18846 15806 23 32529
internal_value=0 0.0136265 0.0173422 0.0140501 0.0592222 -0.0209416 0.0699896 -0.0360749 -0.0183426 0.188173 -0.0238874 -0.0300095 -0.0690932 -0.0701753
internal_weight=0 8051.97 7270.46 6740.6 529.865 781.511 70.8672 781.065 508.16 13.287 494.873 710.644 272.905 272.524
internal_count=153299 99632 82866 77945 4921 16766 670 53667 21091 1473 19618 16096 32576 32552
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=15
num_cat=0
split_feature=156 19 73 168 19 152 57 38 1 0 76 158 163 103
split_gain=454.23 328.022 178.458 157.281 131.773 127.401 121.222 90.9405 79.4686 68.0431 64.7375 47.3394 24.6322 18.7087
threshold=1.4576563756853791 -0.052392523099482488 0.071855635906116946 18.170364558543017 0.39674255470334702 0.046487018376633764 5.6932959517482375 0.035288643022322701 0.07402619562976033 0.6967952357494811 -0.068104521308208724 -0.32911263049440626 -0.20635761625028279 -0.16087176148298857
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 7 4 -3 8 -4 -2 12 -7 -5 -11 -1 -10
right_child=1 3 6 10 -6 9 -8 -9 13 11 -12 -13 -14 -15
leaf_value=-0.0723776090219799 -0.00828352415389743 0.019327788728254996 0.058618093648093374 0.01465804046671991 0.052732970059873943 -0.058104588334406494 -0.00095990755918233615 -0.043360882531562894 -0.060318485607870877 -0.058046271713178547 -0.036085302062309636 0.014870341896175518 -0.047254967368992783 0.041210268441989183
leaf_weight=637.05316678993404 1387.74646886345 6694.1853731106967 426.55948773864657 417.3429788518697 1433.7802640516311 207.48956399783492 1712.9535188311711 1581.2705282904208 21.803059432655573 101.47122077550739 632.38503337278962 726.58302612509578 1007.4955994468182 108.31082289852202
leaf_count=16780 12137 45093 2403 2799 19254 3598 12050 17631 153 1732 3276 4612 11254 527
internal_value=0 0.00921083 -0.0110993 0.0205159 0.0252205 -0.03477 0.0109183 -0.0269654 -0.0510346 -0.00689646 -0.0159111 0.00593501 -0.0569868 0.0241972
internal_weight=0 14286.2 5108.53 9177.69 8127.97 2810.21 2139.51 2969.02 1774.66 1035.54 1049.73 828.054 1644.55 130.114
internal_count=153299 114643 44221 70422 64347 38656 14453 29768 28714 9942 6075 6344 28034 680
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=15
num_cat=0
split_feature=68 112 173 118 114 118 22 44 75 28 52 45 141 77
split_gain=1124.16 523.18 278.201 366.089 184.505 155.516 119.884 105.392 89.4128 57.0978 31.0787 26.3714 24.5642 20.5535
threshold=0.0035140698903513927 -0.24066121226163309 0.09746843623063027 0.11764534050858701 20.842991265521945 -0.046390334378026109 0.022976493158769335 0.10306028386352577 0.00063797339220563875 -0.050146039928901105 0.17219211890604727 0.14685018860869045 259.25114481269901 -0.35001894746980361
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 9 10 -1 13 -11 -10
right_child=1 2 3 -5 -6 7 -8 -9 11 12 -12 -13 -14 -15
leaf_value=-0.014325815449215391 -0.12726644698387013 -0.051405412012038923 0.02200878997969263 -0.032198705934061628 0.03521180156143125 -0.014492826934873769 0.059357682602347722 0.033033739335922886 0.14794397072018634 -0.078954962738954568 0.097003627701309034 0.1466049618502086 -0.0012399686147837501 -0.077495966608582004
leaf_weight=47.532020817510784 35.020000770688057 1747.0895698722452 3742.3172595612705 1867.5969570018351 286.21116237901151 692.13095735106617 2013.0577515885234 1431.8404445983469 4.0524413585662833 109.88580361288041 53.073471462354064 5.2868918124586335 64.571396426297724 1971.2403382705525
leaf_count=658 165 19785 18771 11079 1219 2548 13497 7862 9 1684 169 47 379 75427
internal_value=0 0.00802348 -0.0075233 0.00396257 -0.039213 0.0365052 0.0561666 0.0175464 -0.0690168 -0.0155918 0.044405 -0.0764365 -0.0501905 -0.0770335
internal_weight=0 11815.3 7643.21 5609.91 2033.3 4172.05 2048.08 2123.97 2255.64 275.063 100.605 1980.58 174.457 1975.29
internal_count=153299 74926 50854 29850 21004 24072 13662 10410 78373 2890 827 75483 2063 75436
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=15
num_cat=0
split_feature=115 13 145 159 49 136 114 145 139 128 118 73 73 38
split_gain=814.2 340.6 215.888 209.337 167.983 192.254 146.262 142.795 85.4846 78.7521 76.2833 72.6833 61.4816 50.2567
threshold=0.018920262221810914 -0.20656406310783842 -0.21887633028899037 0.10419618690877515 -0.018338775046769028 0.069295696696603279 5.6036784477678472 -0.38557603426047765 0.56465912122509732 0.41972440884098033 0.16860562411968924 0.38209365234508169 0.53238377103845136 0.01968487784254629
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 9 5 -1 13 -5 12 -3 -8 -6 -2 -4
right_child=2 3 6 7 11 -7 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.04006752000871272 0.059381816322001041 0.039833988986187598 -0.059075925320097616 0.045946533044847387 0.070001806674382147 -0.019709250550433651 -0.071116634380969532 -0.028151726843130633 -0.071994726654955252 -0.047722468623521641 -0.036747931124016982 0.014747368504815259 -0.042707123343342847 0.031792050374104923
leaf_weight=1469.806695304811 316.33169615268707 991.05158491339535 79.602637100964785 289.763755813241 1333.0189590323716 848.71418713312596 1855.978455956094 2538.3164414698258 82.027073450386524 114.60679924488068 990.44218363706023 289.82895345427096 72.514129173010588 258.58257766906172
leaf_count=12366 2038 8839 930 2677 10527 5141 48536 41537 405 690 16235 1223 331 1824
internal_value=0 0.0146812 -0.042426 -0.00613567 0.0354577 0.0181857 -0.0517707 -0.0205597 0.0207741 0.0307583 -0.0591577 0.0601338 0.0403437 0.0104034
internal_weight=0 7875.11 3655.48 3933.74 3941.37 2318.52 3184.61 2828.08 470.873 1105.66 2846.42 1622.85 388.846 338.185
internal_count=153299 83000 70299 53743 29257 17507 67525 44214 2774 9529 64771 11750 2369 2754
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=15
num_cat=0
split_feature=64 63 72 61 135 57 74 20 159 157 26 86 25 62
split_gain=750.254 228.804 186.014 124.665 100.056 96.132 82.5796 64.9039 40.7642 95.545 82.0478 40.7454 32.3796 51.5657
threshold=0.011613054741593002 0.35836520617122219 0.97604482072419496 0.026511537876969513 0.048687647107158241 12.429847205195758 0.74822739837221819 -0.43394324211821816 0.060702377347017521 -0.024199608621715583 -0.011976551469563959 -0.18264105041186854 0.20563535766414412 -0.18429001422923988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 7 -5 -3 -4 -2 9 11 -11 -1 -10 -14
right_child=1 2 6 4 -6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=0.94525955806283768 0.087189097640099605 0.074188810778085201 -0.052845694962124802 0.039515369070432405 0.0011737897278201771 0.018970020765661892 0.045624320593620898 -0.045930645781562834 -0.07305027666827052 -0.081279212150792757 0.29008260112323997 -0.081092046386951486 0.47882462815235532 -0.021401781399758853
leaf_weight=0.38969881180673738 38.775390827096999 1020.6957490630448 261.02660412527621 778.29346418567002 5423.2843615533784 456.188531011343 126.40973883122206 660.63222791766748 1385.6890967660584 9.1388506917282957 17.046952085569501 51.998116471804678 2.1149344453588119 80.451378137338907
leaf_count=16 301 7434 954 8443 31414 2360 669 13225 81807 603 94 4351 26 1602
internal_value=0 0.0098695 0.040954 0.00147195 0.00598563 0.0571325 -0.0207177 -0.0385504 -0.0656699 0.0045048 0.160477 -0.0734573 -0.0694253 -0.00858849
internal_weight=0 8765.31 1864.32 6900.99 6201.58 1476.88 387.436 699.408 1546.83 78.5736 26.1858 52.3878 1468.26 82.5663
internal_count=153299 64800 11417 53383 39857 9794 1623 13526 88499 5064 697 4367 83435 1628
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=15
num_cat=0
split_feature=130 96 108 92 89 152 72 131 116 170 106 100 142 46
split_gain=185.398 96.6149 181.149 137.876 115.2 100.78 87.861 82.5038 77.7988 174.233 181.452 43.9182 40.5852 101.954
threshold=-0.23161927863812315 0.0045702548258686722 1.9874273794944688 0.13304079168712202 -0.0032511519977291002 0.3139658000212866 0.060738111076465089 0.29182190013769749 -0.12349503595807933 -0.10882604084310886 1.0000000180025095e-35 0.63523729149216668 1.1447547549220871 0.8997141632793183
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 5 -5 -3 -2 -4 9 11 -11 -1 -10 -14
right_child=1 3 7 4 -6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=-0.088221107204478427 0.10157305760081961 0.040023777880776205 0.13737431290857136 0.13910172723751546 0.0038452243699483492 -0.035711642960826212 -0.030214578964702522 -0.085435672360540837 -0.068473570572853054 0.59943846363755438 0.064542745872815846 0.15683583842636456 0.27853971761204821 -0.058033060886497435
leaf_weight=52.072842784924433 52.967837635427713 2568.8883800127078 105.41154278931208 63.964673806447536 4051.7432021065615 188.60077673476189 1125.8809277547989 19.72949849255383 467.35451133269817 9.6266779284924286 18.586761240148917 8.5081516392528993 12.14379480993375 34.765592478681356
leaf_count=1689 1435 24341 835 231 27619 4391 62448 591 26843 191 657 17 54 1957
internal_value=0 0.0128059 -0.0121494 0.0175404 0.00594733 0.0348438 -0.0242931 0.102247 -0.0446487 0.0417898 0.247054 -0.0538047 -0.0595734 0.0290981
internal_weight=0 8177.19 1303.99 6873.2 4115.71 2757.49 1178.85 125.141 603.058 88.7944 28.2134 60.581 514.264 46.9094
internal_count=153299 121891 65309 56582 27850 28732 63883 1426 31408 2554 848 1706 28854 2011
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=15
num_cat=0
split_feature=151 12 142 173 92 85 21 94 115 166 1 103 71 109
split_gain=413.796 391.614 253.893 234.676 134.257 130.606 117.865 117.65 108.775 100.977 92.1311 71.6899 69.0337 48.1568
threshold=-1.0000000180025095e-35 3.1078426764937981 0.050385540339480041 0.13459544320236697 -0.012761552157009885 0.98926155749312039 0.070592581493222353 0.0021009765025679435 0.25262141071377858 -0.26930649424187447 -0.026030158188995015 0.29599077358178388 0.094382856752317543 -0.039352689575131834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 6 5 7 9 -3 -5 -6 -2 13 -4 -12 -1
right_child=3 2 11 4 8 -7 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.013706168819373933 -0.021088068896495338 0.054752908731741351 -0.02627941233305189 0.13819642496080087 0.025761699638699509 -0.043559420403997733 0.00013466370961537065 -0.046891894820246749 -0.017713020820661812 0.032330907357149288 -0.028583098097203403 0.026580723006225548 0.03963743723432335 -0.057757109608504054
leaf_weight=282.30578074604273 376.69294976629317 1055.646097343415 1704.4939103880897 35.759830724447966 1259.8979113828391 257.69759118370712 631.43023146968335 866.64194346405566 1059.467300244607 5837.6717297583818 796.98555049300194 302.03045063465834 182.24995501711965 2052.3241456700489
leaf_count=5325 3963 8210 14463 186 5472 2526 4048 5900 10259 48383 5363 1983 831 36387
internal_value=0 -0.016674 0.00571795 0.0152223 -0.00683037 0.0262 0.0343107 -0.0395573 0.0059028 0.0290928 -0.0416318 -0.0183227 -0.0158863 -0.0524304
internal_weight=0 7007.47 3693.6 9693.83 3221.77 6472.06 1687.08 902.402 2319.37 6214.36 3313.87 2006.52 979.236 2334.63
internal_count=153299 76610 28704 76689 21817 54872 12258 6086 15731 52346 47906 16446 6194 41712
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=15
num_cat=0
split_feature=115 100 115 136 109 118 24 148 140 160 176 126 178 130
split_gain=995.534 423.19 197.387 206.228 186.647 178.433 162.763 153.387 102.952 83.6501 58.9139 76.9303 27.1273 12.9747
threshold=0.01679278147576738 -0.017310124611479401 0.24577049011447047 0.98259873492113015 -0.44317332091606371 -0.15134909114449366 -0.023836689622900985 0.60268290887629961 -0.17227501968254974 -0.038882322503535231 0.16398151267488417 0.89693000542489065 1.0000000180025095e-35 -0.67507961514629855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 9 -4 8 7 -7 -2 12 -3 13 -12 -1 -6
right_child=1 2 3 -5 10 6 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.054386065098014885 0.051276335619236016 -0.076456429192613182 0.01264962410339966 -0.066523065194838873 0.037299236703279698 0.030903317094662944 -0.0033726735296703797 -0.36974071547949422 -0.073774632163687043 -0.028825699451221772 0.07150620994891653 -0.064264439109434884 0.10598891850049581 -0.080321589227713444
leaf_weight=11.759943859651683 1790.0514150112867 563.62819120939821 2019.3569718189538 393.03483665175736 9.4265928212553245 2652.5377883631736 2900.1196926478297 8.6954980790615064 58.451177001930773 1066.2188712083735 60.718492168001831 133.47466277703643 102.26891914196312 1834.6102573000826
leaf_count=252 11801 6380 9636 3689 169 12790 15825 73 973 10706 358 2003 343 78301
internal_value=0 0.00757738 -0.0184129 -0.000249452 -0.0657506 0.0218684 0.0130012 0.0492411 0.0341349 -0.0452972 -0.0742032 -0.0218129 0.0894492 -0.0797203
internal_weight=0 11393.6 4042.24 2412.39 2210.71 7351.4 5552.66 1798.75 172.48 1629.85 2038.23 194.193 114.029 1844.04
internal_count=153299 70900 30411 13325 82399 40489 28615 11874 1568 17086 80831 2361 595 78470
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=15
num_cat=0
split_feature=14 151 73 127 110 72 108 4 6 10 32 122 93 151
split_gain=680.975 430.27 248.213 171.658 190.004 168.128 94.0451 56.1954 55.028 37.0431 36.8463 32.951 22.2746 20.9248
threshold=0.083818868853840864 -0.10357948728857523 1.0000000180025095e-35 -0.077903775076783963 0.29758095651717298 0.92448541841626286 2.0335514358621061 -0.051993523546901815 0.17309819555082476 -0.22249179074656503 -0.21372263250821719 1.2150715981063025 1.3391495304553758 -0.067746381617278098
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 -5 -4 -1 -3 11 10 -10 12 -2 -13
right_child=8 3 5 4 -6 -7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=0.059549768783933955 -0.029079867408080436 -0.014989196571476208 0.0032830091440719934 0.011010172479142065 -0.035910695724956497 0.1207765910404784 -0.045560593944612891 -0.066469579435278356 0.36568993468165772 -0.075168657661413452 -0.00631611219118301 0.18848613316231017 0.40007400817624972 -0.066933604444802494
leaf_weight=1902.8842325573787 136.89687291532755 302.84525781683624 2666.7041181251407 2571.0331782763824 1299.1259224470705 127.61823695152998 89.108819372951984 707.17454736772925 2.8427763264626256 1309.571921704337 41.990611777640879 12.50336864218116 1.220219938084482 4.3140490222722283
leaf_count=20939 3488 2745 16687 22548 11770 1025 366 11359 39 61795 410 67 18 43
internal_value=0 0.00657266 0.0278763 -0.0143212 -0.00474011 0.00864901 0.0548478 -0.0510337 -0.0656507 -0.0721087 0.0172719 -0.00919619 -0.0252884 0.122965
internal_weight=0 9666.49 4786.32 4880.18 3870.16 2794.32 1991.99 1010.02 1509.34 1354.41 44.8334 154.935 138.117 16.8174
internal_count=153299 87439 39017 48422 34318 17712 21305 14104 65860 62244 449 3616 3506 110
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=15
num_cat=0
split_feature=73 61 112 8 68 97 152 166 121 133 142 53 63 73
split_gain=647.756 219.631 112.589 167.052 92.4225 90.3132 113.304 87.0301 77.3839 75.3053 58.2284 17.8524 10.3371 5.39941
threshold=0.081566183156694602 0.042307506915281699 0.32978901862343746 -0.036744095356978264 -0.080881343881199955 -0.0068721858690496329 -0.40208654800760146 -0.02277181569952173 -0.072338810452680979 0.038740947289187928 14.971930265199957 -0.090862337440284768 1.3621522627267424 0.078274334691451133
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 -3 -4 12 9 8 -2 -7 -8 -9 13 -1
right_child=1 2 4 -5 -6 6 10 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.079366661786322498 -0.039954240861677537 -0.055648865181459575 -0.016664704277890876 0.012941955673854328 0.036218227444179595 0.24065581021567423 -0.044921186731818323 0.23546026393126587 0.023449303716700565 -0.0034155100956099653 0.1275048973791513 -0.072955117861985372 0.45576673168674386 0.057804618002799325
leaf_weight=806.28664103802294 424.77618621010333 400.83383021689951 370.18946541380137 3110.2592468704097 3080.9726656479761 23.808685461990535 1072.2255575321615 1.8870102991349984 352.02429664600641 26.951064214110374 19.949632897973061 347.90980942128226 0.36179542541503806 2.8798381546512237
leaf_count=59173 6076 2478 1409 16513 14118 164 37702 109 4195 550 68 10578 1 165
internal_value=0 0.0110907 0.0177191 0.00511148 0.0305457 -0.0530843 -0.0349839 -0.0298726 -0.0112215 0.111065 -0.0417717 -0.0712913 -0.0786395 -0.0788785
internal_weight=0 8088.85 6962.26 3511.09 3451.16 1952.46 1142.93 1126.6 776.8 50.7597 1092.18 349.797 809.528 809.166
internal_count=153299 55476 34518 18991 15527 97823 38484 20958 10271 714 37770 10687 59339 59338
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=15
num_cat=0
split_feature=139 76 107 13 124 110 73 74 65 49 50 4 131 50
split_gain=172.516 124.913 170.045 168.186 151.851 127.416 136.413 117.752 92.7466 64.3168 114.323 52.8347 39.418 19.2732
threshold=-0.11232217169879728 0.025105463334646243 -0.032629614066908126 -0.39268155742072275 0.15960864772360775 0.40707562491074778 0.57659800732807376 0.80556832729760852 0.39289744942188415 0.1136629002526189 0.3675139219121491 -0.12983222666284608 0.26833675674830776 0.21219642321677581
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 11 13 -11 -1 -13 -10
right_child=1 5 3 -5 -6 6 -8 -9 9 10 -12 12 -14 -15
leaf_value=0.17081967163420014 0.11105263925204836 -0.011440749381641501 0.13975911182740275 0.0029813519644652257 -0.0026010068143631718 0.042442648246397742 -0.0017484082513740005 0.071746059619201094 -0.087262693796466784 0.2000789381002458 -0.013129604602028675 -0.065454202235011902 0.0005190813646104947 0.15709669903901402
leaf_weight=10.565548226004465 431.57047338131815 3150.966457084287 98.093694894108921 1076.2595745965373 161.56806124025024 1507.5843404512852 1301.6468355278485 179.87463572714478 38.483531788224354 44.736658035777509 57.439519559498876 549.91415964951739 108.42013621376827 3.5232142033055416
leaf_count=283 9959 42046 958 27106 2480 6421 8076 1312 642 385 689 48763 4158 21
internal_value=0 0.0130244 0.03645 0.0144064 0.0800939 0.00628102 0.0219669 -0.00694843 -0.0353483 0.037397 0.0802213 -0.0510287 -0.0545892 -0.0667676
internal_weight=0 7907.56 1767.49 1174.35 593.139 6140.07 2809.23 3330.84 813.083 144.183 102.176 668.9 658.334 42.0067
internal_count=153299 98358 40503 28064 12439 57855 14497 43358 54941 1737 1074 53204 52921 663
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=15
num_cat=0
split_feature=156 154 160 140 63 101 61 134 85 110 106 64 166 140
split_gain=364.678 272.084 219.315 208.856 155.373 183.584 112.447 111.29 98.6498 93.3089 69.3718 57.5944 52.432 31.6031
threshold=2.4476995841373879 -0.12962254531691916 -0.14540572141825683 -0.34152899645706364 0.0093928570032138833 -0.25302980752269799 0.54912721619271099 0.7736951034131011 0.86474784186325826 -0.20510254023397567 0.13396369512078046 -0.015759716960331831 -0.38892944327702927 -0.027539106263631215
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 11 10 5 -2 7 -4 -5 -6 -3 12 -1 -8
right_child=1 3 6 8 9 -7 13 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.069157548540361047 0.30891028246145052 0.031163725355432405 0.0035774910679221856 0.034706931362319275 -0.031772462970902852 0.031466378370094451 0.0058397518064931923 0.30697806197509214 -0.058736593198197878 0.0016308835452187279 -0.046724371259966563 -0.051166785926220419 -0.00082134254647234022 -0.048291599523566202
leaf_weight=144.42276399489492 31.742559645324945 150.39367341808975 3439.7592250425369 5480.6008801534772 1404.171120101586 95.917919080704451 131.54076524823904 12.132529346272348 115.35706093162298 2067.6887419428676 477.15118771977723 1660.2630350412801 504.45061843656003 598.91775077488273
leaf_count=5607 166 820 22850 46857 15561 598 1111 131 483 12319 2203 28673 6872 9048
internal_value=0 0.0139889 -0.0165566 0.026646 -0.00789495 0.100452 -0.00289894 0.00464387 0.0327807 -0.0118789 -0.0280582 -0.0412936 -0.0160312 -0.0385436
internal_weight=0 9823.02 6491.49 6223.5 3599.52 127.66 4182.35 3451.89 5595.96 3471.86 627.545 2309.14 648.873 730.459
internal_count=153299 79007 74292 50363 28644 764 33140 22981 47340 27880 3023 41152 12479 10159
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=15
num_cat=0
split_feature=53 166 174 52 173 127 4 24 166 4 112 113 8 155
split_gain=878.232 315.01 259.707 250.937 223.115 190.761 119.513 113.282 91.3366 84.3357 57.7521 45.0196 46.4172 34.4227
threshold=0.027369701000588258 -0.10219611854494974 1.4203322041577484 0.40170381727646381 0.26103264034009405 -0.1183628072511498 -0.043370833794143672 -0.026408299993992041 -0.21751504638791677 0.29438859720050731 -0.28499388838108652 -0.2005957394096741 0.032926185257691969 -0.4247141091778695
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 -3 11 9 -7 8 -2 -6 -4 12 -1 -9
right_child=1 2 10 -5 5 6 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.094251496525857847 -0.090080950435931506 0.0058181873360592384 0.0075805923652064958 0.040847890511994167 0.0788976504785001 0.60708137481867053 -0.077171632608791257 0.044458740393706182 0.020065103831306358 -0.076739941252119942 -0.076522930412105533 -0.074136425566880895 0.049863020082110743 -0.082286861386243235
leaf_weight=35.638518163003027 99.768977756612003 6090.8233145028353 104.56011677533388 3078.6525529846549 245.48126068618149 2.5844431966543189 207.1101458882913 22.362369690090418 306.77229260094464 40.570336594246328 372.57896903157234 1991.1782040973194 59.935325712896883 512.75966131221503
leaf_count=1049 2186 29762 415 21508 1088 14 3996 100 1704 540 1961 83047 386 5543
internal_value=0 0.00844753 0.0138365 0.0175794 -0.056592 0.00371252 -0.0687384 -0.0467588 -0.00696575 0.0568238 -0.0580925 -0.0709185 -0.00387582 -0.0769903
internal_weight=0 10588.3 9646.61 9169.48 2582.5 495.746 209.695 941.663 406.541 286.052 477.139 2086.75 95.5738 535.122
internal_count=153299 63179 53646 51270 90120 5638 4010 9533 3890 1628 2376 84482 1435 5643
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=15
num_cat=0
split_feature=157 115 55 172 157 163 4 1 115 53 11 169 110 151
split_gain=689.53 360.047 212.201 225.418 184.798 121.876 105.281 93.4515 74.5374 61.8895 15.0603 24.9387 14.9259 12.3758
threshold=0.035731600495521543 0.021246880833077002 -0.010701570260611269 0.41192016292498329 -0.27784927337143267 -0.25450599355677223 1.1581853380442779 -0.30738539151824246 -0.18348316232526465 -0.047800522932472937 -0.24896640823990243 -0.033005769230078884 -0.59654628409464938 0.17750223053086539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 9 13 11 -10 -11 -2
right_child=8 5 4 -5 -6 6 -8 -9 10 12 -12 -13 -14 -15
leaf_value=0.047682076900017141 0.011638763581439025 -0.042694469801389578 0.070077325737412807 -0.0080476661672999519 0.017642679290063443 -0.044305297420033182 0.025840621182538933 0.061030750180694787 -0.071731062507873769 -0.081219118221501463 -0.073813505934104892 0.03083268279605187 0.089942447057027974 -0.09209187959774888
leaf_weight=938.03808913193643 15.593482402153311 132.19327447749674 1189.4409736134112 3207.7605859823525 1545.4812778793275 1782.6930328477174 243.15106070321053 253.28252792358398 64.319236199371517 5.5604467554949215 1338.8479124419391 37.546911912970245 60.84164758073166 43.831406841054559
leaf_count=8317 397 726 10990 23700 10037 23444 2698 1542 677 67 67852 309 1235 1308
internal_value=0 0.00717242 0.0188253 0.00456188 0.040447 -0.0260793 -0.0358861 0.0254597 -0.064547 0.00926355 -0.0709933 -0.033927 0.0756095 -0.0648723
internal_weight=0 9292.04 6880.72 4145.8 2734.92 2411.32 2025.84 385.476 1566.54 125.827 1440.71 101.866 66.4021 59.4249
internal_count=153299 81454 53044 32017 21027 28410 26142 2268 71845 3007 68838 986 1302 1705
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=15
num_cat=0
split_feature=64 118 124 8 68 151 23 23 93 113 71 25 152 95
split_gain=582.572 174.42 179.168 165.858 137.383 67.4133 68.849 53.5927 39.6286 42.7064 33.5648 32.4103 32.556 15.287
threshold=0.011613054741593002 0.8162731807895397 0.24538886730751719 0.89756225590651317 -0.073194279802458392 -0.45949412627622616 -0.017115122853950667 -0.012459899021504139 0.028158165998661524 -0.047247433336966217 2.5276628326833177 0.20563535766414412 -0.15635699437529368 0.46823915669591915
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 -1 -8 9 -3 -10 13 -13 -7
right_child=1 8 4 -5 -6 11 7 -9 10 -11 -12 12 -14 -15
leaf_value=-0.082638738333790429 -0.019510906700294303 0.017237684232236119 -0.026552943394924745 0.050292080440747247 0.026192798016258456 -0.071905895254035748 0.24127111640072441 -0.062502872920785491 0.048146701063413698 0.18169146064171945 -0.058914161730171583 0.083994898235206339 -0.052043032339468456 0.70256271706143647
leaf_weight=21.885530504863709 3324.0637356550433 24.520190340466797 580.08135242993012 379.23566337395459 3320.3085564402863 1190.6236992161721 20.119413684122268 8.1644725566729885 785.40841091936454 44.35543331457302 30.417609766125679 26.843957695178688 51.040700019337237 0.25492244586348434
leaf_count=837 37108 247 4009 2265 17059 85778 47 208 3418 571 123 386 1233 10
internal_value=0 0.00828035 0.00339077 -0.0123627 0.0183482 -0.0631571 0.0505355 0.153583 0.0503045 0.123145 0.044155 -0.0676527 -0.00515579 -0.0717401
internal_weight=0 8488.39 7603.69 3703.3 3900.39 1318.93 50.1694 28.2839 884.702 68.8756 815.826 1268.76 77.8847 1190.88
internal_count=153299 64800 60441 39373 21068 88499 1092 255 4359 818 3541 87407 1619 85788
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=15
num_cat=0
split_feature=12 172 72 110 158 5 62 158 128 34 60 56 174 167
split_gain=124.992 83.5116 73.7667 108.341 87.6979 39.7743 41.95 33.613 30.9757 30.1661 25.8174 22.8576 10.1275 7.91606
threshold=4.6758299365426588 0.23278587611101384 0.57173182717621995 -0.099847193747913135 0.5122107665935578 -0.090367240066284146 -0.12073455067819487 0.30484069326476565 -0.012047005948234185 0.48876062048830254 0.10359316018862293 -0.049299543315835491 1.0038921888936796 -0.20395467657400451
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 -4 6 7 -2 12 -10 13 -8 -7 -1
right_child=5 2 4 -5 -6 8 11 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.089860077410919087 0.0027594197974933547 -0.02835164512728874 -0.010337559629968128 0.020709052119071713 0.277281944496378 -0.080049651540978997 -0.074045869285372115 0.30726097477484743 -0.036927014255292642 0.069297741382285644 0.084791787515259842 0.18640621963691559 0.013336564116327377 -0.042055790460828385
leaf_weight=91.582217044662684 5.9935709859710178 485.81121045583859 1391.6011106781662 6126.3441904089414 10.682518327608703 212.69529252219945 18.826283478643745 9.1739967383909953 205.26324686431326 30.737560282461345 11.342567877843974 4.1041446311865029 12.283448303118346 55.712189186364412
leaf_count=2826 243 26542 14124 64827 189 28146 1306 143 11657 1722 41 47 755 731
internal_value=0 0.0112641 0.0126863 0.0171044 -0.00814649 -0.0402857 0.0579133 0.186935 -0.0484015 -0.0230919 -0.0605839 -0.0274295 -0.0749509 -0.0717787
internal_weight=0 8173.08 8014.44 6612.16 1402.28 499.078 38.098 15.1676 460.98 236.001 158.637 22.9304 224.979 147.294
internal_count=153299 109280 105682 91369 14313 44019 1739 386 42280 13379 3598 1353 28901 3557
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=15
num_cat=0
split_feature=151 13 86 114 100 160 67 143 151 69 119 44 20 173
split_gain=300.45 324.29 211.762 169.96 135.017 134.917 126.116 122.454 90.632 93.8307 60.4636 44.9453 39.3805 36.6854
threshold=-1.0000000180025095e-35 0.011856334217864717 -0.087381886158865482 15.149040506334318 0.92000533143498742 -0.35032284167118538 0.14569239079132781 0.069754374880710304 -0.2509667882344398 0.068012640612318112 -0.10347036811318942 0.10306028386352577 -0.39489737790950813 -0.19636706826131425
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 10 7 6 -5 -4 -3 12 -10 -2 -12 -1 -6
right_child=2 3 4 5 13 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.019870532047612681 -0.055724504822430014 0.037426190100425437 0.028855538627188506 0.69738463926159511 0.13774932280329244 -0.032870234367059097 -0.0004537924933073719 -0.006220522379149337 -0.0080402466695580939 -0.048017982557958416 0.023948663369670758 -0.027587231149234177 -0.074191067249919126 -0.052880769580732484
leaf_weight=47.500485925935209 440.30531297251582 1525.5583546971902 5895.5338613884524 2.5369718875735989 10.454239556565879 918.72976365592331 1954.9220104264095 1110.8353669429198 1151.0224347030744 1198.3108736304566 266.1974072419107 464.53673639148474 706.97418993711472 293.85211637616158
leaf_count=540 2952 10206 50381 28 66 10237 13876 6685 16542 17491 2273 3212 14881 3929
internal_value=0 -0.0144932 0.0133132 0.00611532 0.0190236 -0.0308593 0.0215569 0.0190358 -0.0381152 -0.0284315 -0.0264517 -0.00881334 -0.0682691 -0.0463318
internal_weight=0 6661.47 9325.8 3557.66 8154.76 921.267 7850.46 2636.39 3103.81 2349.33 1171.04 730.734 754.475 304.306
internal_count=153299 76610 76689 27156 68252 10265 64257 16891 49454 34033 8437 5485 15421 3995
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=15
num_cat=0
split_feature=51 130 115 92 174 24 44 174 125 124 66 124 39 24
split_gain=785.648 316.888 231.91 199.593 155.163 125.068 136.839 104.291 77.3237 41.4192 39.4069 16.4382 9.09156 15.7505
threshold=51.311066964876652 -0.1874901438163519 0.023756575526680142 -0.0059738763072590137 0.076213021638132164 -0.031641495139724161 0.1148442708778166 -0.0087264500744942165 0.047020587927482697 -0.57753566606445639 2.2119268580567981 -0.019804864931110281 0.029519321440385667 -0.0078100472490874951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 9 -4 12 7 -7 -2 10 -3 -6 -10 -1 -14
right_child=1 2 3 -5 8 6 -8 -9 11 -11 -12 -13 13 -15
leaf_value=-0.079973362043502791 -0.028018314224335046 0.11191473045001542 0.025666464457705318 -0.013096957327654497 -0.062385495469692256 -0.016486940357830489 0.033709717626964092 0.066842212192149322 0.037349123526546339 -0.069785760560286555 0.00066809548569572057 -0.066564992152187127 -0.021549601695602251 -0.077281453379591233
leaf_weight=1160.2197238043882 129.31025685649365 12.82978470623493 2053.9298968864605 3759.9421292264014 116.49117748159915 781.82677050027996 1778.3667878992856 1117.3992736246437 15.840467764064668 566.29800188867375 664.61433080211282 390.62470800289884 77.609078362118453 146.30123620759696
leaf_count=62212 1381 36 9525 18647 1061 5197 13180 7581 122 18628 3575 8100 1029 3025
internal_value=0 0.00818776 -0.00541379 0.000597419 -0.0536606 0.0310291 0.0183808 0.0570032 -0.0271425 -0.0657604 -0.00873548 -0.0625153 -0.076413 -0.0579644
internal_weight=0 10199.9 6393 5813.87 2571.7 3806.9 2560.19 1246.71 1187.57 579.128 781.106 406.465 1384.13 223.91
internal_count=153299 74175 46836 28172 79124 27339 18377 8962 12858 18664 4636 8222 66266 4054
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=15
num_cat=0
split_feature=139 73 157 16 107 16 166 164 129 165 166 62 154 4
split_gain=607.629 254.226 186.614 174.885 147.086 107.139 80.2405 67.9258 65.8242 45.4683 19.8494 20.781 10.9052 9.69397
threshold=-0.07634185907016032 1.0000000180025095e-35 -0.024199608621715583 0.33167618368313623 -0.22364176109827963 -0.22608168266632661 -0.31333146975803222 -0.2336421407164446 1.0204985776518327 0.16471135652006161 -0.11481229647422481 -0.057292722464881464 0.16281072818457704 0.23815982235707897
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 4 -3 -2 -4 9 -5 12 11 -9 -1 -11
right_child=1 3 6 8 -6 -7 -8 10 -10 13 -12 -13 -14 -15
leaf_value=0.066694550269426958 0.0013753237449420984 -0.047683963516516242 0.060779143648970274 0.027626865135088469 -0.0049990588743724085 0.046426526228516965 -0.033608676718945948 -0.081056053160369235 0.11287693678608002 -0.069966452387019151 -0.077073782049919659 -0.010054812764491097 0.27741983546262994 0.064710366092891158
leaf_weight=50.267950292676687 675.83421518467367 1025.1750904270448 105.42544642463326 453.74079365748912 3798.070927974768 2411.2305549727753 618.20971439313143 71.636191295459867 113.16084599355236 46.385837418027222 1082.5551309776492 97.094934735447168 2.5819903016090384 6.0406127814203492
leaf_count=396 4704 8633 1002 3398 34931 24961 12852 993 641 345 59643 738 16 46
internal_value=0 0.00608015 0.0258496 -0.00789635 -0.0140717 0.0365637 -0.0198574 -0.0656108 0.0446439 0.0115347 -0.0721014 -0.040199 0.0769896 -0.0544489
internal_weight=0 9200.85 3810.7 5390.15 4823.25 3087.06 723.635 1356.56 566.902 105.276 1251.29 168.731 52.8499 52.4265
internal_count=153299 91122 43519 47603 43564 29665 13854 62177 4039 803 61374 1731 412 391
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=15
num_cat=0
split_feature=64 108 118 129 68 93 80 90 152 64 136 87 176 168
split_gain=510.928 156.189 223.462 162.051 183.78 107.723 68.1626 62.6977 61.6893 54.8763 41.6723 26.9165 19.032 18.4243
threshold=0.011613054741593002 1.6053943007839158 0.12392335790769049 1.0192445628230937 -0.061792283318576766 0.23458600095805873 0.074119091914036525 0.0023649984872932774 -0.38786562414214049 -0.011361297676979904 -0.023312576885536573 0.1234122047909656 -0.041539901778887764 50.202425575953079
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 4 -3 -5 -4 -2 9 -1 -11 13 -13 -10
right_child=1 3 6 5 -6 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.074627549327384232 0.0074260181481767456 -0.026439926140224907 0.039558888860055569 0.025237453131391186 0.036727280172577897 -0.023461910038690813 -0.0060246915889787117 -0.057672133584175944 -0.072314924665733873 0.1842042697318319 -0.049209306151141025 -0.094229036592219317 0.043147862855888577 0.014421126783446744
leaf_weight=26.632449269294739 176.24976441729814 533.0671813711524 577.55363289266825 691.46251679584384 3387.6853737095371 1323.8147218739614 759.33090188121423 921.42131750844419 1077.8995883404277 25.512881665024906 10.923836213070897 14.008800649084149 36.000053235329688 25.059463502373546
leaf_count=1426 5749 2441 7413 4172 17976 4379 6257 16413 84709 245 335 174 175 1435
internal_value=0 0.00754534 -0.0137844 0.0162933 0.028139 -0.00675265 0.0136681 -0.0472195 -0.061823 0.0344782 0.114226 -0.0670908 0.00466497 -0.0703443
internal_weight=0 8370.59 2434.56 5936.03 3920.75 2015.28 1336.88 1097.67 1216.04 63.0692 36.4367 1152.97 50.0089 1102.96
internal_count=153299 64800 35832 28968 20417 8551 13670 22162 88499 2006 580 86493 349 86144
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=15
num_cat=0
split_feature=139 95 89 29 13 64 89 98 148 49 148 4 127 70
split_gain=134.563 100.664 150.903 130.276 228.501 111.24 94.021 92.3124 62.0026 72.7762 60.2687 40.4986 39.4652 18.4103
threshold=-0.11232217169879728 0.22928319035383396 0.0098151064650547817 0.07454261216959554 -0.20006815420344673 -0.024474822277604249 0.091378231013281644 0.45160959286115449 -0.22757288334625111 0.13960468865007583 -0.3946930643085535 -0.12983222666284608 0.76656803732431367 1.1705777599892673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 10 4 -2 -5 -4 11 13 -10 -3 -1 -13 -9
right_child=1 2 6 5 -6 -7 -8 8 9 -11 -12 12 -14 -15
leaf_value=0.13684483785384807 -0.032929397153808659 0.44210281968596671 -0.096078893836522877 0.18823063421799227 0.028804615575369563 0.035425795987927937 -0.0018063101201754362 -0.088695266408166343 -0.050286920528502976 0.13382737579737256 0.12194511507853104 -0.055679585586115049 0.16264515020122891 0.24682651672041611
leaf_weight=11.493246370693667 961.284264203161 6.6654627639800301 109.70394982723519 48.728231691755354 1593.3936517313123 2136.6036519843619 2967.0216972625349 34.058722963556647 30.324398702709004 73.519928337540478 49.88485649949871 595.98191372805741 8.3962168919388187 1.7178704142570485
leaf_count=283 19886 24 686 505 38838 14924 23302 421 499 502 193 52982 250 4
internal_value=0 0.0117151 -0.00219245 0.0209083 0.0055751 0.038833 -0.0051677 -0.0324668 0.0409482 0.0800627 0.159681 -0.0491103 -0.0526465 -0.0725847
internal_weight=0 7873.29 3133.28 4740.01 2554.68 2185.33 3076.73 755.492 139.621 103.844 56.5503 615.871 604.378 35.7766
internal_count=153299 98358 24205 74153 58724 15429 23988 54941 1426 1001 217 53515 53232 425
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=15
num_cat=0
split_feature=157 166 114 55 62 166 85 136 64 44 49 47 55 80
split_gain=299.825 166.22 199.783 116.653 73.3731 85.4982 47.842 83.1737 143.961 47.52 46.816 44.7711 31.7529 19.8901
threshold=-0.3247463668026877 -0.28700359167024309 15.690193315245118 -0.063368077460437724 -0.13187072455830703 -0.38892944327702927 -0.022448076813484825 0.12182591896419177 -0.0058534536514773935 0.4015425735405625 -0.31967830819317095 -0.10176810742989 -0.23217237845495062 -0.073122909754085585
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 5 -2 7 -1 -9 -4 11 -8 -6 -12
right_child=1 2 9 -5 12 -7 10 8 -10 -11 13 -13 -14 -15
leaf_value=-0.078123062340602151 -0.071640941119989657 0.034454756952383418 -0.010487736979392098 0.0083275234346445008 0.33654973798952581 0.11908709210686669 -0.085196102297443996 0.76255757089287879 0.044353686811620815 -0.042833286244774477 0.27112589377568103 0.34709029763471466 -0.054819444995833605 -0.059401300300632592
leaf_weight=16.491795208305124 40.179174214601517 2075.9116069711745 1587.8217195374891 9664.9532371954992 2.0798701271414748 56.629016098566353 4.2023497838526964 3.9685557791963229 9.4053608868271077 636.18219073396176 1.8242561072111119 5.573157722130416 632.4603143138811 916.86526332050562
leaf_count=679 1103 23687 11679 65623 10 790 107 46 136 10981 17 44 13876 24521
internal_value=0 0.00530762 0.00774141 0.0129471 -0.0411648 0.0399275 -0.0524214 0.0721572 0.257472 -0.0197403 -0.0564286 0.161257 -0.0535366 -0.058745
internal_weight=0 14696.2 13964.9 11740.9 731.348 96.8082 958.331 29.8657 13.3739 2224 928.465 9.77551 634.54 918.69
internal_count=153299 127749 111970 89310 15779 1893 25550 861 182 22660 24689 151 13886 24538
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=15
num_cat=0
split_feature=67 95 116 119 25 166 166 1 76 113 3 29 145 76
split_gain=709.081 311.272 244.38 238.72 123.926 111.89 109.275 104.78 78.0234 47.8748 43.1894 39.5126 30.2883 26.2918
threshold=0.0029330769176523449 -0.0096639947483924821 0.27385707741985627 0.0039325421481310385 0.026745834484086281 -0.02277181569952173 -0.11481229647422481 0.62258737547925114 -0.15686815906579465 -0.21485655029924525 151.10141524220691 -0.067495808976556812 0.043158835345656767 -0.3606051543065259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 5 -4 8 -3 -6 10 -2 11 13 -9 -12 -1
right_child=1 2 3 -5 6 -7 -8 9 -10 -11 12 -13 -14 -15
leaf_value=0.099756978308077643 -0.081513220110777648 -0.059576208806518538 0.037763826430356688 -0.012798378723854803 -0.035818282042710786 -0.016486460677889312 0.039016882434289434 -0.10987495290693383 0.025334849010788481 -0.076842132269268948 -0.046601531771987156 0.11189380610070672 0.069751164291831314 -0.077317958313588828
leaf_weight=8.4345184788107854 157.37712129857391 784.11804173979908 1736.8046132531017 2019.5363129787147 208.08588893571869 2603.4326191879809 3132.3116980437189 9.315054318867622 120.80206864746287 26.638909830246121 69.325822836253792 58.421922157518566 33.033428385853767 1430.3534708400257
leaf_count=24 817 8997 12557 11607 1507 18599 19942 190 746 1687 785 246 370 75225
internal_value=0 0.0051194 -0.00698423 0.0105799 0.0290147 -0.0264605 0.0343551 -0.0655513 -0.0351134 0.0367315 -0.0718148 0.0813966 -0.00905213 -0.0762799
internal_weight=0 10762.5 7143.89 3756.34 3618.58 3387.55 3340.4 1635.52 278.179 94.3759 1541.15 67.737 102.359 1438.79
internal_count=153299 74772 51760 24164 23012 27596 21449 78527 1563 2123 76404 436 1155 75249
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=15
num_cat=0
split_feature=13 73 157 67 3 43 126 11 83 16 157 13 166 165
split_gain=542.519 254.184 207.067 158.804 115.44 87.8463 68.5505 51.4041 59.0092 43.0159 22.7663 16.0289 14.7177 10.2325
threshold=0.063814021701085286 0.36087259174003761 -0.27092971782604064 -0.098656227224033652 8.1370649213390127 0.74617542851134033 0.94824766713383812 -0.13507135599067438 -0.15496031307996574 -0.023350184156524085 -0.10310626752919418 0.26453968610779494 -0.24103990615013252 0.091349212460466372
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 9 -7 8 11 -3 -10 -2 -9 -14
right_child=7 5 4 -5 -6 6 -8 12 10 -11 -12 -13 13 -15
leaf_value=0.080564306537162789 0.11108673663740383 -0.017286270169169778 0.043547543367106638 0.022412600696931569 -0.0052598245028817117 -0.055362104018844338 -0.006368138144809252 0.08961186330283949 0.20930417762847539 0.054453559975140578 -0.062473428227044429 -0.084622006349227563 -0.016155429159726856 -0.076422620951937414
leaf_weight=601.06116773374379 37.684713637456298 178.34725079033524 549.54556276742369 2147.2509252773598 4100.7083888971247 958.68950780387968 406.74006166122854 5.47595191001892 3.1923124408349386 157.29755344521254 89.388442152179778 4.7076642480678847 28.972362174186856 1019.8113022921607
leaf_count=7352 319 979 5131 16808 35280 15367 3416 35 29 678 2181 174 843 64707
internal_value=0 0.00535506 0.0133691 0.0351305 0.000508005 -0.0295006 -0.0407676 -0.066465 -0.00835972 0.0163341 -0.0531022 0.0893533 -0.073904 -0.0747578
internal_weight=0 9099.64 7398.57 2748.31 4650.25 1701.07 1365.43 1189.23 134.973 335.645 92.5808 42.3924 1054.26 1048.78
internal_count=153299 85011 64571 24160 40411 20440 18783 68288 2703 1657 2210 493 65585 65550
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=15
num_cat=0
split_feature=64 103 118 63 90 18 126 152 97 142 160 63 64 178
split_gain=444.927 150.864 149.9 141.963 131.378 85.8378 59.271 55.7356 48.107 42.5393 36.8104 28.2973 19.8202 12.8741
threshold=0.011613054741593002 0.40145586117623672 2.4892819278085798 0.35836520617122219 0.013851123930297396 0.25680219496496665 0.95159991370463748 -0.38786562414214049 -0.0068721858690496329 0.020310738280517961 -0.30712028109632766 0.23464188683850398 0.0023263728959679133 -0.043987932084012062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 5 -2 -3 -5 8 -1 -4 -10 12 -9 -13
right_child=1 3 9 6 -6 -7 -8 11 10 -11 -12 13 -14 -15
leaf_value=-0.081676289444890804 0.029772505749317835 0.050736464476602516 -0.097428186302138481 0.060286175946981005 -0.019714258995448621 0.0026345879808563353 -0.0017741864527005765 -0.073954891377816717 0.17474987375828149 0.13536010194789497 -0.028892361053834237 -0.10034256544707557 -0.034199893477491292 0.081693384512825928
leaf_weight=23.208082465920597 649.49949312582612 425.5936876880005 8.6136917211115342 931.81787985190749 3082.6407619086094 2891.1818969668821 184.33427985012531 889.66720480588265 24.417189323343337 88.537022513337433 13.946233371272681 4.9288658779114511 145.98635197710246 18.345975432544947
leaf_count=1490 13861 1488 102 8355 29226 10706 785 78156 144 277 372 44 8229 64
internal_value=0 0.00662889 -0.00790997 0.019188 -0.0111021 0.0088068 0.0500368 -0.0605224 0.0319695 0.11472 0.10072 -0.0659004 -0.068351 0.043144
internal_weight=0 8262.22 3829.29 4432.93 3732.14 3316.78 1116.15 1120.5 61.5715 97.1507 38.3634 1058.93 1035.65 23.2748
internal_count=153299 64800 43466 21334 43087 12194 9140 88499 2006 379 516 86493 86385 108
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=15
num_cat=0
split_feature=130 77 117 168 67 91 132 151 20 46 154 125 9 9
split_gain=131.306 82.9964 89.2257 140.924 74.5372 87.8524 62.8361 55.1422 74.3223 53.2553 52.7908 52.9005 36.4258 0.0669216
threshold=-0.23161927863812315 -0.32035480635683328 0.82509887965788631 8.2961807905620493 -0.13524686868355307 0.068614786590665375 0.072381693830951749 -0.3445706788749795 -0.43394324211821816 -0.064353702661957918 -0.33551155210504291 -0.40321879846267189 -0.31644357959006147 -0.13669468831799017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 3 -3 5 9 -4 8 -6 -1 13 -12 -9 -2
right_child=1 2 6 -5 7 -7 -8 12 -10 -11 11 -13 -14 -15
leaf_value=-0.098146774091515843 -0.13316545990242507 0.026281848849611572 -0.032571705305816538 -0.02848428432128099 1.4619264892623458 0.65178649261241595 0.0039214744681833683 0.073224977270929664 0.069392708989945734 0.20787214045146782 0.3330114230191738 0.10415580715080448 -0.062733009783857346 -0.085145405937793558
leaf_weight=10.959304297808561 0.29981017112731834 3820.7820722676115 557.19215003121644 535.7309956762474 0.38880838057957845 2.8259228616952887 3079.8190248777391 20.592246574815363 26.918160504894331 11.820373876369558 14.426331723108886 33.682827242882922 457.90370626735967 9.0688077611848694
leaf_count=313 1 47883 15570 12601 31 11 44946 434 784 196 134 448 29639 308
internal_value=0 0.0107547 0.00989376 0.0195471 -0.0405678 0.125887 -0.0016693 -0.0489943 0.0892202 0.0606464 0.13049 0.172782 -0.056882 -0.0866821
internal_weight=0 8051 7993.52 4356.51 531.409 25.6056 3637.01 505.803 27.307 22.7797 57.4778 48.1092 478.496 9.36862
internal_count=153299 121891 121000 60484 31408 520 60516 30888 815 509 891 582 30073 309
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=15
num_cat=0
split_feature=0 114 160 77 128 139 77 121 10 109 112 154 19 126
split_gain=242.556 196.8 160.211 138.238 118.01 108.046 101.244 88.3846 64.8824 48.6043 47.2966 46.7914 35.9918 33.5469
threshold=3.7404502989726778 18.041050442203986 -0.11605709668280102 -0.35001894746980361 -0.26395651025409023 0.10622254491707543 0.061104604262283792 -0.044667581159880274 -0.21403463439877282 -0.014799761906235021 -0.20682134154328666 -0.095855083702429594 -0.0019446489800087543 0.99397514241325891
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 -2 -5 6 -4 -7 10 12 -3 -10 -1 -11
right_child=1 8 5 4 -6 7 -8 -9 11 13 -12 -13 -14 -15
leaf_value=-0.038592586044208808 -0.067284861496114651 0.44655372703709278 0.00017161576515706628 -0.0061048928411323988 0.022569564429299905 0.020919773363489429 0.059129089047708944 -0.036025117709785046 -0.036526486145642072 -0.048988550349723395 0.060399228451885667 0.014518870503165507 0.017734890527843699 0.07418388279361364
leaf_weight=223.15841892873868 198.97523667383939 4.6628296170383683 929.65971276536584 1783.5649526547641 7349.3989842273295 370.53576638735831 424.15631593670696 1030.8407801017165 1103.960954903625 1517.772563922219 9.9191901469603163 214.46440373081714 230.72419122466817 22.438744536135346
leaf_count=4848 972 29 6209 15099 62085 2594 3433 12624 13238 27675 83 1393 2439 578
internal_value=0 0.0100392 -0.0171298 0.0151733 0.0169698 -0.00150447 0.0186432 -0.0209684 -0.0259029 -0.038719 0.183878 -0.0282231 -0.00995939 -0.0471941
internal_weight=0 10664.9 4749.29 9331.94 9132.96 2755.19 1353.82 1401.38 1333.01 1994.09 14.582 1318.43 453.883 1540.21
internal_count=153299 92899 60400 78156 77184 24860 9642 15218 14743 35540 112 14631 7287 28253
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=15
num_cat=0
split_feature=115 24 167 118 109 94 130 139 52 83 19 130 19 107
split_gain=628.639 285.909 274.402 205.809 147.04 124.602 110.819 76.1306 71.6728 46.5519 42.4141 38.3939 26.5261 19.1872
threshold=0.01679278147576738 -0.036223548744310934 -0.063212040523731194 -0.06361936547673383 -0.43206124618678671 0.0018440470296103133 -0.1874901438163519 -0.177585103222381 0.63875147656612541 -0.097910181556279327 -0.34635697164896467 -0.51030187339170985 0.41961888834707989 1.2206667345492201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 8 -4 7 9 -7 12 -3 -2 11 -6 -1 -12
right_child=1 2 3 -5 10 6 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=0.090765780531538123 0.098654804149173644 -0.070191277061801741 0.025302310813910829 -0.012084045859012554 0.55505112163309023 0.060212632806248702 0.019894875559314622 -0.073197783692257545 0.0092960513467399055 -0.13032012104549781 -0.075197584919124177 -0.0075446409306156913 -0.07334468351235722 0.41844764878629459
leaf_weight=101.47450998611748 10.323074412532149 749.34075957583264 2294.0358495251276 4111.312074098736 1.2329005300998677 1017.5898226052523 2065.6562249232084 50.284166776575148 133.67416894994676 63.469749509356916 1421.9124855287373 75.237115702591836 10.907934441231189 0.78781045041978259
leaf_count=401 52 7961 17101 26691 4 7075 11097 1032 619 304 79150 1518 278 16
internal_value=0 0.00499008 -0.00589864 0.00130565 -0.0612264 0.0301278 0.0332013 0.0290759 -0.0581582 -0.0982882 -0.0710246 0.0015259 0.0748371 -0.0749242
internal_weight=0 10445.4 7288.36 6405.35 1661.84 3157.04 3083.25 162.667 883.015 73.7928 1499.17 76.47 112.382 1422.7
internal_count=153299 70900 52372 43792 82399 18528 18172 1711 8580 356 80688 1522 679 79166
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=15
num_cat=0
split_feature=139 151 114 74 13 87 145 145 52 154 151 101 114 125
split_gain=490.019 277.273 174.076 172.503 138.084 113.135 72.2681 47.2335 34.4649 33.5209 24.7167 32.9164 17.0254 15.5677
threshold=-0.07634185907016032 -0.10357948728857523 3.7894693435790221 0.020304835773769014 -0.34795220973096791 1.3621965950426616 -0.24909888585866491 -0.27701258090612457 -0.16261580352051977 -0.18963659746822073 -0.26568141702936782 -0.045416939852035529 4.2045116701198113 0.19160427014440559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 8 7 -4 -5 9 -2 -3 -1 11 -8 -12 -11
right_child=1 2 4 5 -6 -7 10 -9 -10 13 12 -13 -14 -15
leaf_value=-0.066905612568461434 0.066156400425473869 -0.11285298941659686 0.021188662307896369 0.0050849650948227819 -0.025824887859256303 0.31679155792574654 -0.082720694515241749 0.033221969152093626 0.061545403138312839 0.084794695081264859 0.030988426059966781 0.01901889627839334 -0.077518393619472048 -0.10143483428213873
leaf_weight=26.614114442840219 764.42735305428505 11.721606737002729 761.0376891400665 2464.7419399204664 3488.294583868701 11.69935785140842 60.258985847234726 1011.8948558364064 340.58871059212834 52.492646013386548 14.684197715017943 67.335164151154459 949.16607059398666 4.9085197374224654
leaf_count=207 13590 67 7299 15491 42478 218 2705 8655 3324 442 905 1078 56806 34
internal_value=0 0.00520732 -0.0118046 0.0236148 -0.017405 0.00655755 -0.0635107 0.0473951 0.055743 0.0258592 -0.07039 -0.0290297 -0.0758653 0.0688697
internal_weight=0 8854.41 4601.64 4252.76 4249.33 2476.44 1175.46 1776.32 352.31 84.0153 1091.44 127.594 963.85 57.4012
internal_count=153299 91122 53168 37954 49777 15709 62177 22245 3391 683 61494 3783 57711 476
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=15
num_cat=0
split_feature=73 73 72 63 112 178 64 151 71 126 93 118 95 96
split_gain=395.369 135.235 151.606 175.909 91.7657 91.2187 79.9654 85.0523 69.3552 63.771 55.6917 50.4668 13.3364 128.324
threshold=0.071855635906116946 0.72321016234860835 0.97604482072419496 0.41832120440962112 0.19598480867699905 0.68567604709904229 -0.0058534536514773935 -0.33261562673788364 0.015678348211977267 0.93341720623493118 0.23458600095805873 0.37927076283005745 0.059417513327027681 -0.089899282551704721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -3 12 8 -8 -6 -4 -9 -1 -14
right_child=1 4 10 -5 9 -7 7 11 -10 -11 -12 -13 13 -15
leaf_value=-0.079431564117966258 -0.0031463011783817748 -0.042852732430909701 -0.015772912018023763 0.052269837362665918 0.060649283879114925 0.050450964204016194 0.13018379356969981 -0.053726074303994037 -0.055877324494281636 0.022128324780895197 -0.092179799856991346 0.0030867652850068831 2.2731168956982635 -0.038371019564597895
leaf_weight=558.54119207477197 4431.2438877937384 304.71996065787971 163.12445409130305 657.85691285133362 774.10687632858753 159.69495067745447 56.024344270583242 648.27905876934528 31.185907675651833 966.13455521501601 229.75633436813951 206.05196827370673 0.25488231703639019 4.1617879271507254
leaf_count=58516 40760 1070 676 5330 4579 661 1073 29962 1716 3338 871 4505 15 227
internal_value=0 0.00780821 -0.000603394 0.00401722 0.028724 -0.0107691 -0.0482477 -0.0304209 0.0636494 0.0392635 -0.0604556 -0.0400237 -0.0780629 0.095023
internal_weight=0 7686.64 5481.98 5089.1 2204.66 464.415 1504.5 941.541 87.2103 1740.24 392.881 854.331 562.958 4.41667
internal_count=153299 57285 47637 46090 9648 1731 96014 37256 2789 7917 1547 34467 58758 242
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=15
num_cat=0
split_feature=130 76 22 168 67 142 8 26 177 143 89 79 79 123
split_gain=115.774 80.7791 81.8613 102.682 71.5672 62.3702 54.7745 62.2521 51.433 42.4725 42.3923 40.872 26.7922 0.360001
threshold=-0.19129587855896921 -0.3606051543065259 0.055407114794724134 5.6917933445035045 -0.13524686868355307 -0.050139597467507166 -0.32474539351667553 0.042648930692485466 -0.13319514348486636 1.248118667211036 -0.012528882766890485 -0.16620793033949108 -0.033513117730077528 846.50000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 10 -4 5 13 7 -6 -7 -8 -3 -2 -13 -1
right_child=1 2 3 -5 6 8 9 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.090219720501436756 -0.081793386508644955 -0.07474683802652593 0.025591979457238984 0.0014802396305907311 -0.08007688894491849 0.10621500259031746 -0.054472456058929475 0.20872763290914156 0.440138416679561 0.041472509094816611 -0.010872626448478525 0.33349674528663487 0.13803648574828692 -0.13460555911513367
leaf_weight=10.464872065931557 6.1329541392624369 125.00087450351566 3462.0331048528897 3605.6664189404109 12.683764498913662 26.809311155229803 570.91690539952833 18.13454419746995 5.571165033150467 50.194997501093894 615.67309649626259 10.243254293221979 22.236420948989689 2.2139033526182166
leaf_count=329 392 11913 36821 53325 413 306 34318 63 41 1964 13280 59 66 9
internal_value=0 0.01069 0.00997649 0.0132911 -0.0318377 0.090048 -0.040262 0.0898655 0.163668 -0.0467187 -0.0216524 0.154972 0.19968 -0.0979702
internal_weight=0 7846.99 7808.37 7067.7 696.989 45.0593 651.93 30.8183 32.3805 621.112 740.674 38.6126 32.4797 12.6788
internal_count=153299 115856 115339 90146 37443 685 36758 476 347 36282 25193 517 125 338
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=15
num_cat=0
split_feature=157 19 74 8 80 151 73 103 38 41 49 13 31 14
split_gain=233.654 194.437 136.274 115.746 61.2765 56.6415 56.1093 54.0717 84.1119 74.3782 42.2462 35.3277 27.6259 17.7749
threshold=-0.3247463668026877 0.34054883793392987 -0.20031488757801938 0.46613691796842399 0.22355438902876507 -0.35066618355621731 0.7971875352703689 -0.091611952841822622 -0.023662170901945941 -0.019410381532714103 -0.31967830819317095 -0.20006815420344673 -0.039996307930662257 -0.15329405821983433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 12 -7 8 -1 -10 11 -9 -3 -12
right_child=1 5 3 -5 -6 6 -8 10 9 -11 13 -13 -14 -15
leaf_value=-0.082443991837588618 -0.036711514743717026 0.094907376766380336 0.0063907595773928273 -0.025381444870421439 -0.43020065292402859 0.039376473823155511 -0.049604751190590782 -0.084905714669050614 0.68648127554062754 0.13177642176646545 -0.062585076669291445 0.31030279258853843 -0.11860543718843969 -0.018782077721769635
leaf_weight=19.352874829433858 852.95571764372289 7.3427789062261573 10161.387036154047 1292.4298323020339 3.9760170802474013 1882.448785925284 73.638167098164558 3.7203904753550887 2.817942667752507 16.999758154153824 707.88812558725476 5.7694018147885782 34.686277478933334 106.58916205819696
leaf_count=937 8107 100 81832 11860 11 25385 323 97 46 303 22148 38 131 1981
internal_value=0 0.00462411 -7.21757e-05 0.00280564 -0.0385372 0.0335588 0.0360267 -0.0489513 0.0658429 0.210652 -0.0544085 0.155365 -0.0813032 -0.0568527
internal_weight=0 14308.9 12310.7 11453.8 856.932 1998.12 1956.09 863.138 39.1706 19.8177 823.967 9.48979 42.0291 814.477
internal_count=153299 127749 101810 93692 8118 25939 25708 25550 1286 349 24264 135 231 24129
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=15
num_cat=0
split_feature=67 128 23 154 35 133 1 41 168 56 53 166 127 77
split_gain=565.635 260.951 170.358 176.268 101.04 107.434 94.2434 91.7706 57.3609 47.1316 46.2568 38.4309 32.4756 31.6249
threshold=0.0029330769176523449 0.027321346651114284 -0.042742293234654567 -0.13274245557269762 0.044338645346766022 0.039563376976511321 0.62258737547925114 0.0096071289366125943 17.34477876373634 -0.22533207347207476 0.19762474511094849 0.19773119129737021 -0.3914608135157196 -0.35001894746980361
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 -4 9 -6 8 -2 13 -3 12 -10 -8 -1
right_child=1 4 3 -5 5 -7 10 -9 11 -11 -12 -13 -14 -15
leaf_value=0.13750135745332814 -0.021867969106374383 0.36325201311169425 0.019239109722072351 -0.018957659952170275 -0.065510036982730613 -0.0041839818468598581 0.091733682663384025 0.047299513152577688 -0.024820682639717664 -0.061137674033437311 0.11546408622296403 0.15157159397153092 -0.084194244202523416 -0.077562500664371564
leaf_weight=6.8764499723911277 215.33996683405712 2.6297089974395922 3293.5522786513902 1908.0724621405825 325.0064894836396 2359.6852152324282 15.273166533093898 1756.4365223599598 111.31086707534268 535.99818711774424 40.477973887696862 13.893181725870816 33.523171102162451 1205.4826710019261
leaf_count=15 1791 39 20481 14951 1797 12215 221 11389 2010 12109 131 99 1771 74280
internal_value=0 0.00409586 0.0147157 0.00522768 -0.0195384 -0.0116081 -0.0630481 0.0397457 -0.0696877 -0.0590657 0.0364311 -0.00524743 -0.0291291 -0.0763427
internal_weight=0 10396.7 7173.4 5201.62 3223.32 2684.69 1426.84 1971.78 1337.56 538.628 89.2743 125.204 48.7963 1212.36
internal_count=153299 74772 48612 35432 26160 14012 78527 13180 76404 12148 2123 2109 1992 74295
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=15
num_cat=0
split_feature=13 151 73 114 91 130 115 108 130 2 66 16 44 147
split_gain=437.914 225.618 170.457 164.606 122.784 118.723 74.9253 69.6371 58.2824 29.5321 16.7765 15.0243 12.1669 11.0519
threshold=0.063814021701085286 -0.1010839831845551 -0.01513071369493456 4.2767501628487148 0.92475867131616429 -0.030616348042233527 -0.20062196555294223 1.9874273794944688 0.56570983754707294 -0.1712699267459856 1.0771595563938627 -0.092695101671717683 7.1086296203217634 0.23799803083883145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 8 -4 -5 9 -1 -3 -2 13 -11 -12 -8
right_child=6 3 4 5 -6 -7 10 -9 -10 11 12 -13 -14 -15
leaf_value=0.052935717045275769 0.64468274371107892 0.040154672804036617 0.0041374172843230313 -0.047394314017893735 0.22763859283475016 -0.0082244508288254591 -0.026258716191937811 -0.039724896887394175 -0.10426503913222024 -0.070625935266244541 -0.074853836124580159 0.064089339267476106 0.013259024759859839 0.1304071322185606
leaf_weight=1434.252528609708 0.81757734995335241 651.11154839070514 2779.6755064860918 1085.6871779765934 24.799309436231852 2693.6414578147233 23.365762399975214 85.966781305149198 29.196775426156819 10.152948757633565 925.56986827496439 44.845499410293996 15.941055484116076 5.5777820753864935
leaf_count=19754 16 5547 18785 14877 351 25195 1125 385 117 747 64685 1285 255 175
internal_value=0 0.00445634 0.0207307 -0.0113256 0.00611379 -0.0194768 -0.0645767 0.0476959 0.0339566 0.048089 -0.0710567 0.0392203 -0.073362 0.00393275
internal_weight=0 8784.33 4324.69 4459.64 2804.47 3779.33 1026.27 1520.22 680.308 55.816 970.454 54.9984 941.511 28.9435
internal_count=153299 85011 39275 45736 19136 40072 68288 20139 5664 2048 66240 2032 64940 1300
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=15
num_cat=0
split_feature=64 73 158 76 53 158 160 53 151 61 61 63 130 143
split_gain=354.854 137.22 260.437 147.932 122.368 108.333 103.138 82.4973 49.6152 35.5241 32.3514 25.3903 14.6183 12.9369
threshold=0.0044336831416828615 0.57659800732807376 -0.31651167006131753 -0.015843434266984018 0.09594571212712473 -0.35899351711395749 0.16993067705197903 -0.05282190667490981 -0.45949412627622616 -0.026084185081833116 -0.018451984383957416 0.19907307978302755 0.16017134225942101 0.058787763351363577
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 7 -6 -2 -3 9 -1 -11 12 -10 -13
right_child=1 4 3 -5 5 -7 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.08216648046476098 -0.064958006001967869 0.0057197483094573341 -0.029347417112549557 0.016809516752208015 0.058117765078520824 -0.02237952545207008 0.030291888725562172 0.04729712802832689 -0.077406236932207884 0.16573392671466153 -0.087016753392492374 0.072746861508576149 -0.043996739329827138 -0.10578192667676745
leaf_weight=15.097561420872806 833.02396152634174 692.98993475176394 904.59869796596467 2987.7373780380003 207.33739227429032 863.30890294350684 131.64662647992373 1532.7667050319724 636.01000653044321 21.976075484883044 6.5806061909534028 18.726789874024693 164.92747176205739 5.1821796558797351
leaf_count=822 9888 3323 16422 28731 780 2931 794 7934 66356 54 175 89 14957 43
internal_value=0 0.00524195 -0.00544553 0.00608241 0.0209892 -0.00679072 -0.0519594 0.034352 -0.0619968 0.0418984 0.10749 -0.0674953 -0.0705266 0.0340514
internal_weight=0 8153.41 4857.01 3892.34 3296.4 1070.65 964.671 2225.76 868.501 43.6542 28.5567 824.846 800.937 23.909
internal_count=153299 70803 55835 45153 14968 3711 10682 11257 82496 1051 229 81445 81313 132
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=15
num_cat=0
split_feature=139 100 95 157 29 131 116 126 169 144 78 67 35 1
split_gain=100.738 117.023 69.5772 160.368 124.317 61.7837 61.4557 79.0635 55.5327 51.1477 48.4033 40.7971 34.8076 33.7598
threshold=-0.11232217169879728 -0.14082387222067064 0.11701988089245612 -0.3634463603707983 0.07454261216959554 0.18147441399762701 0.34070797152285787 0.91722616580425032 0.7230491332698632 0.13721550939645147 0.0033843619920927649 -0.091458464335757175 0.052069685990819702 -0.05546991367306358
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 13 11 10 -9 -7 -8 12 -1 -2
right_child=1 2 3 -5 -6 9 7 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.083861500491852731 0.22043447205512734 0.0057930919927150822 0.024637406104495826 -0.014944137008374894 0.045370153545028283 0.20894908443452223 0.28280258861515795 0.075617744589889166 -0.085459936632827527 0.57198245193006902 -0.065632775154166531 -0.061443915428333079 0.18606041363829409 -0.059525146209985148
leaf_weight=7.6859748632414293 6.7558845700696137 2246.7936230039923 1694.3590262890793 2585.6733682674821 1227.1797864562832 18.089830174809325 4.1224834755994371 140.53951202658936 25.248310700058937 4.9409054841380557 121.17932502087206 391.00610236707143 12.624818680109454 11.884514126693828
leaf_count=676 14 55427 9354 22190 10634 92 806 3928 685 48 14553 34019 274 599
internal_value=0 0.0101575 0.00925937 0.000725217 0.0197737 0.177287 -0.0293825 0.00577855 0.0510868 0.286833 -0.0541691 -0.054266 0.083917 0.0419413
internal_weight=0 7795.68 7754.01 4280.03 3473.97 41.6711 702.407 291.09 165.788 23.0307 125.302 411.317 20.3108 18.6404
internal_count=153299 98358 97605 31544 66061 753 54941 19972 4613 140 15359 34969 950 613
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=15
num_cat=0
split_feature=0 151 114 13 77 100 139 77 71 94 155 167 125 33
split_gain=190.735 232.469 156.582 141.732 112.958 146.226 65.9763 113.11 58.9872 45.9012 44.8264 45.5289 42.3723 38.3331
threshold=3.7404502989726778 0.0026347595261509145 18.041050442203986 0.063814021701085286 -0.35001894746980361 -0.29470169231648841 0.37460270445385196 0.48332378639468693 0.31666883872394552 0.0029630456890968799 0.011453727202237559 -0.32665499411107463 -0.15683468741959811 12.001083156553966
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 9 -6 7 -3 -5 -2 11 -4 -12 -8
right_child=2 6 10 8 5 -7 13 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.051559293489639529 0.28911152086667447 0.0064289454672680785 0.27516119447936149 0.0085054954743847885 0.12067209079633848 0.013642965705373631 -0.067715682786241321 0.096167189811696488 0.1511368332458449 -0.069947682778534345 0.15886409166751297 -0.031002253768063526 0.0059715078131070661 -0.0097902827477494587
leaf_weight=1736.1392721859738 3.6302679516375056 1797.8183218929917 4.8775936393067232 244.48697843402624 129.53079095855355 8790.4068495691754 152.18352122511715 152.36076873820275 32.896778676658869 184.84830796718597 22.379567347466946 1158.0752860605717 95.37634583376348 458.2673237239942
leaf_count=37536 23 11650 41 1525 993 76191 3934 886 179 949 141 13845 716 4690
internal_value=0 -0.0155317 0.00897495 -0.0409544 0.0135784 0.0151972 0.00445922 0.0134399 0.0254211 -0.0630319 -0.0237649 -0.0297182 0.0350288 -0.0242309
internal_weight=0 4574.15 10389.1 2013.52 9108.42 8919.94 2560.63 1950.18 277.384 188.479 1280.71 1162.95 117.756 610.451
internal_count=153299 60400 92899 39240 78156 77184 21160 12536 1704 972 14743 13886 857 8624
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=15
num_cat=0
split_feature=51 126 173 45 96 142 47 96 125 119 76 139 124 76
split_gain=496.951 258.181 153.886 136.845 112.606 125.181 106.531 97.4615 61.3124 38.21 17.9428 14.5354 11.2924 24.7418
threshold=51.311066964876652 0.91538933160073677 0.14885902303469281 0.060174544448370455 -0.078245960815701399 0.12089628719927924 3.457383319127223 -0.010044517851085632 0.047020587927482697 -0.27523978437243252 -0.090654070976661519 -0.18090923683075019 -0.15223751446487641 -0.057683564345343538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 12 10 -6 -4 -2 9 -5 -3 -10 13 -1
right_child=1 4 6 8 5 -7 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.076858294590351456 0.021480059800412999 0.083216463572791263 0.037977416004511731 0.13489216606465743 -0.036721861066264586 -0.00067370491537976072 -0.077581136633699394 -0.019572700881452718 0.0023481210727935679 -0.010997572182078218 -0.029514910615405905 -0.065368781976645016 -0.078086554894096286 0.016467034241563337
leaf_weight=87.255153039935976 1143.0505434484221 135.3955917917192 2979.6980782179162 18.397809764370322 1717.4068297352642 2193.9292813474312 81.970303431153297 1170.447376656346 35.337861379608512 741.89229946257547 15.762618008069692 307.74714909726754 892.84884980646893 42.120491760317236
leaf_count=1827 8396 585 22717 57 20440 10759 512 10503 256 4751 263 8089 63355 789
internal_value=0 0.00579628 0.0201754 -0.0477247 -0.0132289 -0.0165019 0.0348836 0.000710603 -0.0233025 -0.00746727 0.071461 -0.0583939 -0.0740857 -0.0464746
internal_weight=0 9437.66 5375.17 2125.6 4062.49 3911.34 3061.67 2313.5 1103.38 760.29 151.158 343.085 1022.22 129.376
internal_count=153299 74175 42128 79124 32047 31199 23229 18899 13153 4808 848 8345 65971 2616
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=15
num_cat=0
split_feature=140 151 110 13 116 145 129 74 159 145 155 170 10 79
split_gain=397.746 212.687 137.202 123.053 143.122 113.479 110.029 73.3222 42.7619 29.7198 21.3368 9.78191 10.3082 9.68488
threshold=-0.097484062358939527 -0.098504078378748458 0.38015681890256864 -0.20006815420344673 0.0096473036121269094 -0.28274187808632034 1.0218403122325126 0.020304835773769014 0.14656215539679376 -0.19665194344684891 0.60604853602742415 -0.20347109787159293 -0.17774939619970201 0.27484615524876632
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 4 -3 -2 -4 -5 9 13 -11 -10 -13 -1
right_child=1 3 6 7 -6 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=0.067584585748947809 0.058063008501586924 0.020908770107737937 -0.022976238093010932 -0.0097818768609737507 -0.034461215701833345 0.017557933462313435 0.059787694218654631 -0.047051124247880272 0.037187056172092801 -0.04487455477611025 0.3469505428132631 -0.027146127222258523 -0.076540147523087382 -0.078561787315451548
leaf_weight=39.440007477998734 1054.4364105742425 1633.2506394069642 954.30117742624134 1056.8906736988574 653.66326182987541 2010.399794629775 193.13945172028616 1054.6271816636436 8.0307917804457229 159.98502457328141 1.4019553358666588 44.791462383698672 744.78740881104022 5.123414631932973
leaf_count=324 15861 11521 6328 19807 7854 15682 1471 17650 341 5649 143 493 50152 23
internal_value=0 0.00439067 0.0204505 -0.0109895 0.0050825 0.0314934 -0.00904525 -0.0283965 -0.062132 -0.0215091 -0.0414708 -0.0726213 -0.0737381 0.0507823
internal_weight=0 8610.71 4212.28 4398.43 2286.91 3064.84 1147.44 2111.52 1003.56 205.95 161.387 797.61 789.579 44.5634
internal_count=153299 96174 39342 56832 19375 31543 7799 37457 57125 6139 5792 50986 50645 347
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=15
num_cat=0
split_feature=136 106 151 19 63 145 70 169 32 160 121 72 97 147
split_gain=328.351 128.455 147.29 169.103 109.364 110.93 106.565 93.9515 83.2482 65.1131 108.722 24.8128 19.0457 11.5085
threshold=0.031084057080217838 -0.069472820963626739 -0.12603266665247029 -0.15520336498113541 0.35836520617122219 -0.32329951615118585 1.1705777599892673 0.54527400049667485 3.5551441139824056 -0.036321148135018765 -0.11100397214680556 1.1321758082553928 0.34617738147533234 -1.5120779724137487
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 5 -2 9 -4 -6 10 -1 12 -8 -11
right_child=1 2 7 -5 8 -7 11 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.066809053036317373 0.071531637683081697 0.060448413950821928 -0.039066294968073817 -0.013632231109566323 0.052494166309793137 0.0052047332945970868 0.27741464684316947 0.005533375878708416 -0.57531859356168324 0.12039480262179313 0.00038301445019110698 -0.088238338747782988 0.092869543988396155 -0.077531393640761254
leaf_weight=473.45359801081941 276.56658313726075 569.89959683269262 1328.7500137123279 670.86083081155084 876.47134383581579 2856.8778294748627 6.4303396157920352 732.81434883037582 2.1172012053430072 2.9543688071425995 490.09244246128947 6.6950947642326346 42.910823261365294 521.61986475507729
leaf_count=31149 1648 3989 20148 5384 8842 14806 32 6597 19 176 16941 19 134 43415
internal_value=0 0.00777839 -0.00682859 0.0203941 0.0198015 0.0110589 -0.0429693 -0.0232127 0.0509813 -0.048067 -0.0326329 0.0924083 0.11692 -0.0764167
internal_weight=0 7314.36 3302.32 1240.76 4012.03 3133.44 1544.16 2061.56 878.589 1488.12 963.546 56.0363 49.3412 524.574
internal_count=153299 61433 36118 9373 25315 16454 91866 26745 8861 91681 48090 185 166 43591
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=15
num_cat=0
split_feature=19 19 81 151 120 74 126 119 122 126 89 49 84 119
split_gain=81.2524 107.098 140.616 88.03 82.9946 77.3233 72.2241 60.7315 50.1645 42.491 32.4633 30.0207 24.3393 22.3789
threshold=0.32051349946343682 0.098182488358382447 0.050450177676427267 -0.35066618355621731 0.63555614189078968 1.260385424743961 0.99342102043380531 0.18614891080504917 4.4204998939887394 0.94095945044882467 1.8642744390461812 0.054461211154725644 0.02189767087423403 -0.0019276151639153972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 9 12 -10 -11 -2 -12
right_child=8 2 3 -5 -6 7 -8 -9 10 11 13 -13 -14 -15
leaf_value=0.0028575681537616679 -0.0081839259618554042 0.2362128490150267 0.10231756035799265 0.019251752953929255 -0.084129232867138914 -0.0064598001755819482 -0.082590410338701126 0.11435261906270844 0.30411306678075778 -0.019066182049003275 0.22549976425506776 0.064187250158821652 -0.059038827175770685 -0.097529139852509772
leaf_weight=5781.8855899143964 127.09791416861117 49.217214885633439 139.42398261395283 1501.9807208159473 9.6779774952447024 67.037775928620249 100.64050836814567 109.69617316313088 7.2794726998545256 125.26949400955345 3.3972217440605172 66.203030478674918 362.61252849781886 5.8166812052950236
leaf_count=94792 14636 739 916 24534 831 344 1802 541 40 3436 4 704 9913 67
internal_value=0 0.00957709 0.0317549 0.0263075 0.183573 0.00335374 0.00139569 0.0685267 -0.0260505 -0.030223 0.146274 0.0097193 -0.0458401 0.0215736
internal_weight=0 7759.56 1700.3 1641.4 58.8952 6059.26 5882.53 176.734 697.676 681.183 16.4934 191.473 489.71 9.2139
internal_count=153299 124499 27020 25450 1570 97479 96594 885 28800 28689 111 4140 24549 71
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=15
num_cat=0
split_feature=156 139 96 8 19 58 131 155 9 157 24 74 174 41
split_gain=185.45 140.034 131.156 131.166 97.4071 91.6361 89.593 80.7842 68.54 62.0155 58.158 55.7919 64.3677 43.0808
threshold=2.4706022534993628 -0.030653414803535069 -0.025373314097785 0.43288591841512575 -0.058850516394784197 0.034170402403691305 -0.25430775411879442 0.050340192102270552 -0.32984886341766728 -0.3283799581522821 -0.011149584295523112 -0.22370394526182671 0.13884380262707816 -0.15949884543297982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 4 -4 6 -2 13 -7 -9 -5 -1 -13 -3
right_child=2 7 3 10 -6 8 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.048106910191689944 -0.044100832360303724 0.16720284917743578 0.0053753233930969192 -0.053830740550812495 0.031966584871420949 0.17191608797974711 0.033360182152431472 -0.055043908227096941 -0.037058668080962053 -0.0011687875472985857 -0.001646656055084583 0.044772918943551648 0.0011035255398660791 -0.035650026532509545
leaf_weight=133.60763119487092 205.03799941297621 10.518052131868897 2158.1825988544151 284.4380516409874 3808.5894300304353 15.946695192717014 549.43793529085815 241.78245068760589 993.68272738531232 1836.9631242561154 857.13852841034532 584.67260379623622 798.51140414085239 2262.6729525020346
leaf_count=1180 1667 546 16435 2670 35558 122 7180 8631 7395 18296 7376 4896 5499 35848
internal_value=0 -0.0125632 0.01035 0.0164068 0.0223485 -0.0140559 0.0123092 -0.0216826 -0.033758 -0.00743509 -0.014649 0.0136019 0.0195626 -0.0347114
internal_weight=0 5868.73 8872.45 7108.35 5966.77 1764.11 754.476 4351.94 1009.63 2078.75 1141.58 1516.79 1383.18 2273.19
internal_count=153299 74896 78403 62039 51993 16364 8847 63321 7517 26927 10046 11575 10395 36394
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=15
num_cat=0
split_feature=68 119 46 70 155 85 129 77 75 64 45 45 87 128
split_gain=473.32 231.436 170.993 140.016 152.007 139.829 103.903 97.7081 57.2048 45.3857 34.9135 22.756 19.0849 18.676
threshold=-0.0044206511130638103 0.012650855678978258 0.053056490620380488 -0.030667112100573331 -0.12599210329550445 -0.064989835505066734 1.0174181428352946 -0.054648018426909091 0.00063797339220563875 -0.029598212371143975 -0.10137422214681076 0.21288387684454588 0.034492536293101957 -0.98207726931421646
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 7 -5 -2 -4 -3 9 10 -1 13 -11 -10
right_child=1 3 6 4 -6 -7 -8 -9 11 12 -12 -13 -14 -15
leaf_value=-0.086806447320608882 0.016698985164992214 -0.0073901190007175065 0.04021251474826873 -0.011194434968748092 -0.060555254025238585 -0.042379662511266666 0.0023048434874542428 0.040271649393050599 0.13716558943472307 -0.076451831661312322 0.078373874644752164 0.24398582242222192 0.027544214754643012 -0.075182096495095191
leaf_weight=16.085724789183587 914.41140486998484 1299.5483734700829 2637.2527884882875 2053.4086897210218 896.14894825499505 713.0052862376906 996.17942573875189 642.90831937501207 4.1594009320251635 86.273050128016621 62.570473667234182 2.2516517704352728 22.183907533530146 978.39438828197308
leaf_count=228 4279 8148 21285 11241 15493 9333 5149 4269 54 1592 553 12 160 71503
internal_value=0 0.0031945 0.0177537 -0.0124624 -0.0261915 -0.00918461 0.0298194 0.00838483 -0.0639251 -0.0132388 0.0445934 -0.0735555 -0.0551804 -0.0742832
internal_weight=0 10152.9 5260.85 4892.01 2949.56 1627.42 3633.43 1942.46 1171.92 187.113 78.6562 984.805 108.457 982.554
internal_count=153299 79197 40046 39151 26734 13612 26434 12417 74102 2533 781 71569 1752 71557
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=15
num_cat=0
split_feature=157 114 68 82 121 131 39 10 82 167 149 85 136 167
split_gain=373.019 197.839 138.664 124.477 69.4581 50.7032 42.1824 40.4856 49.6031 30.095 25.0691 24.1935 21.5071 14.7485
threshold=0.044717089938836309 4.2767501628487148 -0.097437009348512654 0.49924988998248693 -0.36894262839286934 0.80393380798241287 -0.013548804864722026 -0.10850339716775691 -0.13712200505895841 0.18546903099259424 0.033332477631229276 2.0861297303843203 -0.052209410195241439 -0.21931659088508376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 8 12 -10 -7 13 -2 -9
right_child=7 2 3 -5 -6 10 -8 11 9 -11 -12 -13 -14 -15
leaf_value=0.02898536310363033 0.084569492518758796 -0.028933843683597516 -0.0017241374680056062 -0.042534870762369933 0.043387169943470145 -0.12854760392255418 0.066373241579416944 0.033521617699936695 -0.056976568505375413 0.2721248586887563 0.037833015997814162 0.42322572133519221 -0.021432295336610119 -0.073902035802207458
leaf_weight=737.29274473013356 45.963460296392441 156.95536887273192 5193.6409920235164 873.00960152130574 862.84570006746799 25.887651089578867 510.85033453814685 13.00845527788624 208.02457244321704 2.8162769507616749 13.928296867758034 0.98772233817726274 32.799312961287796 729.26747986441478
leaf_count=9349 601 1172 43948 15693 7610 74 4737 180 4620 150 69 31 467 64598
internal_value=0 0.00469094 -0.00186169 -0.00759693 0.0322564 0.040744 0.0442878 -0.059003 -0.0272856 -0.0525806 -0.0703448 -0.0713613 0.040427 -0.0720194
internal_weight=0 8374.41 7086.45 6066.65 1019.8 1287.96 1248.14 1032.87 289.604 210.841 39.8159 743.264 78.7628 742.276
internal_count=153299 82652 68423 59641 8782 14229 14086 70647 5838 4770 143 64809 1068 64778
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=15
num_cat=0
split_feature=61 118 112 118 77 130 103 173 14 29 2 92 161 124
split_gain=270.037 121.892 114.099 138.855 100.171 99.7358 77.7 63.3467 38.464 30.1346 28.427 10.17 2.08407 34.0145
threshold=0.029776753135071533 0.8162731807895397 0.19145561844047118 0.12392335790769049 0.14227408822726775 -0.010823477177703969 1.2142087985293541 -0.061427725177581861 -0.37553923240959192 0.02830290288177981 -0.42300578436979236 0.73573881559512655 -0.4287648074683848 0.16787673372389936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 12 7 -7 10 -10 -3 -8 13 -1
right_child=1 8 4 -5 -6 6 11 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.083224056227977447 -0.038704144857897714 0.054541748642537052 0.043272825560287193 0.0075429077553843277 0.0044015470532502736 -0.064002491881429355 0.19272679169099949 -0.0087381202079244488 0.10925346135223468 0.044754179885899657 -0.047553368995735715 0.081577605275598278 -0.080097413362701542 0.82357412237591054
leaf_weight=6.377342444844543 1221.6052279085852 43.430795055348426 849.62917580758221 1385.6035215347074 3017.3321811191272 324.33665668708272 11.595388889312742 575.3379818641115 82.407400046475232 598.64536654972471 73.302473658695817 28.38123381882906 456.83852461003698 0.4423519275151192
leaf_count=915 22543 315 5302 11975 17488 23980 20 22770 652 2750 398 81 44047 63
internal_value=0 0.0065863 0.00204151 -0.0141261 0.0129421 -0.0413264 -0.0225996 -0.0286612 0.043468 0.0525586 -0.00956872 0.113817 -0.0792783 -0.0244056
internal_weight=0 7271.96 6474.17 2607.21 3866.96 1403.31 939.651 899.675 797.786 681.053 116.733 39.9766 463.658 6.81969
internal_count=153299 61423 57308 34518 22790 91876 46851 46750 4115 3402 713 101 45025 978
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=15
num_cat=0
split_feature=130 129 117 108 67 67 142 151 56 9 80 130 12 123
split_gain=95.2116 71.046 81.1165 67.6804 58.1393 55.8345 47.4233 44.7432 49.2428 44.3621 38.4538 28.1779 23.4734 0.269775
threshold=-0.19129587855896921 1.0245242269258381 0.035632969682526834 1.9874273794944688 -0.13524686868355307 -0.10272064513683539 -0.050139597467507166 -0.3445706788749795 1.0336287443417409 -0.31644357959006147 2.1021079541864487 0.067890598637930857 3.4083120553363293 846.50000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 6 -2 13 8 -6 -9 11 -3 -8 -1
right_child=1 10 3 -5 7 -7 12 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.089618986630475725 -0.016070995175616901 0.13519115763716544 0.0048459911625920275 0.096533131685058254 -0.087057252429821361 0.042799246228597355 0.16849030553411626 0.065220123459255347 0.16566108971055862 -0.051856640013263212 0.2736240287354812 -0.088140909233124509 -0.084855744876166442 -0.12894405202707002
leaf_weight=9.3803581809625012 189.96728440525476 5.9550208412110797 6330.642972268397 81.546354465186596 12.085321156191638 1060.4058232030366 30.030260100029409 34.411930097965524 21.298194428905845 543.99029885162599 3.2205799072980872 110.09665285504889 4.1643382711336008 2.1430001659318796
leaf_count=329 2533 94 97434 647 760 12454 133 519 187 35292 9 2685 214 9
internal_value=0 0.00936335 0.0105554 0.00601201 -0.0302653 0.0338552 0.078513 -0.0383941 0.0741734 -0.0448912 -0.067222 -0.076681 0.137637 -0.0969323
internal_weight=0 7781.83 7662.56 6412.19 657.504 1250.37 45.718 611.786 33.3835 578.402 119.272 116.052 34.1946 11.5234
internal_count=153299 115856 113068 98081 37443 14987 685 36758 947 35811 2788 2779 347 338
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=15
num_cat=0
split_feature=157 19 74 156 139 2 68 103 112 114 34 127 58 13
split_gain=162.333 136.571 99.3258 92.108 57.3491 85.1301 72.402 42.5714 60.8259 59.0653 37.6065 36.6779 34.6528 26.6996
threshold=-0.34498287055612975 0.34054883793392987 -0.16111488803671653 1.4308577474317812 -0.012099175031866407 0.29749352296981307 0.63208810746363064 -0.093336164495687421 -0.043056837700970498 5.1944334834376322 -0.12709180286873231 0.55429001300741521 -0.33454168307909132 -0.20006815420344673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 10 -4 6 -6 -3 8 9 -1 -2 -10 13 -9
right_child=1 4 3 -5 5 -7 -8 12 11 -11 -12 -13 -14 -15
leaf_value=0.82659799032007908 0.17240304329423273 0.040279431869777171 -0.020854090501908118 0.006322086884831807 0.018392504369425668 -0.10471067715217881 0.19990862364730463 -0.084820759264848125 -0.083260922882644431 0.16530807686553547 -0.028688933777853323 0.34607405483363446 -0.056499106741049132 0.23784947497440523
leaf_weight=1.6438672691583649 9.3704524710774404 973.78889453783631 1439.7974714781158 9321.1750878388993 801.60909103043377 60.408486412838101 29.267575468868017 4.0087155224755406 16.325316988397393 7.5726977353915572 1233.3864419348538 2.2660051351413122 605.66714833723381 7.1175804324448091
leaf_count=48 249 16937 19368 72193 8270 674 159 140 850 76 12939 51 21283 62
internal_value=0 0.00350623 -0.000405327 0.00268597 0.0286813 0.00976568 0.0449372 -0.0478298 0.0732019 0.283256 -0.0271727 -0.0309314 -0.0532865 0.121594
internal_weight=0 13868.8 12003.7 10761 1865.07 862.018 1003.06 644.601 27.8079 9.21657 1242.76 18.5913 616.793 11.1263
internal_count=153299 130789 104749 91561 26040 8944 17096 22510 1025 124 13188 901 21485 202
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=15
num_cat=0
split_feature=166 154 122 129 157 140 128 108 41 122 127 157 104 127
split_gain=425.67 222.426 178.744 142.886 125.738 81.7078 61.3242 57.9175 63.7431 58.0191 51.3353 40.9494 48.742 28.7205
threshold=-0.10219611854494974 0.084137052788142999 1.0396468848796265 1.0160898873194502 0.47915389521133439 -0.13042599064050373 -0.48796977244536494 1.7532077492317431 0.094218813590003295 -0.045121395460835635 -0.52385885185913683 0.32496998859311327 -0.36956165413548969 -0.35588033182388162
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 13 7 -6 8 -1 -9 -4 -7 -13 -3
right_child=1 4 10 -5 6 11 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.086478913789775028 0.028586813808099038 -0.024236011663512882 0.031563335731205358 0.0016507153117641541 0.087582713622920638 -0.074239399365959552 -0.014287516758299541 0.42841905454594909 0.014467217183205797 0.053272746423591921 -0.065934256570729252 -0.53382795965943541 0.040793122381017476 -0.077852093450540005
leaf_weight=112.58396822493523 3265.7402233071625 123.92186771612614 62.744670683518052 4960.9405068024062 70.610133193433285 986.15635239169933 362.29686738876626 4.5297748623415819 140.76618009246886 45.861332800704986 387.68075861502439 1.5263973148539651 44.872359517030418 515.57483586994931
leaf_count=1018 25212 2436 536 32499 554 51519 7122 45 799 184 2232 32 500 28611
internal_value=0 0.00367517 0.00898516 0.0123435 -0.0392894 -0.0565083 0.00232822 -0.0109167 -0.0303913 0.0869955 -0.0523528 -0.0699198 0.0218896 -0.0674624
internal_weight=0 9749.51 8677.11 8226.68 1072.4 1336.3 432.907 303.741 253.35 50.3911 450.425 1032.56 46.3988 639.497
internal_count=153299 99202 60479 57711 38723 54097 7676 2046 1817 229 2768 52051 532 31047
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=15
num_cat=0
split_feature=157 115 5 31 154 31 115 34 50 10 10 115 10 155
split_gain=328.598 188.316 154.932 112.066 97.7141 134.432 92.1448 62.103 54.7298 51.1071 19.6788 23.3485 18.0403 16.9117
threshold=0.015075745245285321 0.046707861485666295 0.20353736442725298 -0.011842169545892652 -0.1766784018816395 0.17399636040118716 -0.18348316232526465 -0.055481536867913218 3.7067946857720231 -0.31197107215061298 1.6858103660064929 0.10487752595793308 -0.084111085820565409 0.1619142463837252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -6 7 -2 -4 -3 12 -12 -8 -9
right_child=6 4 8 -5 5 -7 10 13 -10 -11 11 -13 -14 -15
leaf_value=-0.0014857663859671169 -0.086736844893220866 0.063913629498453792 0.10121480589764742 0.026133883454865177 -0.033243886045171846 0.040943088387629778 -0.044287527482581163 0.088972474558074499 -0.15607953658873019 -0.057155108945627225 0.21756740823186949 -0.03007546688091314 -0.073330378097114832 -0.0064357323600915551
leaf_weight=3568.3597835851833 36.505455767037347 36.653939241543412 230.3585194023326 2497.0815288168378 614.11988832429051 405.56391151621938 309.73288981872611 75.760230431100354 8.5750386416912061 715.27237412147224 5.2572921505197909 13.80316733336076 691.09388710791245 24.615085487952456
leaf_count=31318 1274 242 1352 21371 10359 4118 6661 783 35 9664 54 328 64444 1296
internal_value=0 0.00490151 0.0129964 0.00988497 -0.0239045 -0.00373713 -0.0520856 0.0249545 0.0919808 -0.0512534 -0.0624253 0.0382299 -0.0643423 0.0655755
internal_weight=0 8075.98 6304.37 6065.44 1771.61 1019.68 1156.77 136.881 238.934 751.926 1019.89 19.0605 1000.83 100.375
internal_count=153299 78459 54076 52689 24383 14477 74840 3353 1387 9906 71487 382 71105 2079
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=15
num_cat=0
split_feature=73 72 87 77 117 151 148 154 73 157 69 157 157 119
split_gain=248.199 117.115 146.067 121.307 94.1828 77.1925 76.468 80.5871 63.8278 55.5698 54.3059 48.745 41.1149 37.0818
threshold=0.068933146594911579 1.0443612402901123 0.28275088399138343 0.11056893070712125 3.9277683342708785 -0.16089057551173802 -0.36686730976806708 -0.020171278790764264 0.85661303155985358 -0.11929041329081111 0.22755209221480102 -0.11929041329081111 -0.16896706923848445 7.0792509091744842
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 7 -1 11 -8 13 -3 -12 -7
right_child=1 8 4 -5 -6 10 9 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.016350904155542408 0.019946059902940405 -0.1040259487539653 0.062027369900656229 -0.0095579990227498361 -0.0058689009585612233 -0.068650913775318553 -0.064174865452881397 0.22589257305810181 0.0086959274300729278 0.022213975348849911 -0.12756395339243265 -0.031728083830288238 0.04631271225858672 0.19118397416230379
leaf_weight=27.348183983936906 2458.3042416076642 155.18449032865465 765.79539388604462 3217.4260853559244 278.64442214742303 787.20282975956798 156.56446806318127 27.584322659531608 202.13290855288506 141.98775842355099 16.630002784309909 233.69017646182328 74.62226272164844 5.5310441041365257
leaf_count=1486 27581 663 8004 17957 2003 68872 15985 779 808 7476 180 872 600 33
internal_value=0 0.00579199 0.00954533 0.00322096 0.0439134 -0.0426351 -0.00313865 0.105292 -0.0368862 -0.0230894 -0.0584287 -0.0605793 0.0146251 -0.066838
internal_weight=0 7311.18 6720.17 5675.73 1044.44 1237.47 353.485 54.9325 591.008 298.552 883.986 388.875 91.2523 792.734
internal_count=153299 57888 55545 45538 10007 95411 25726 2265 2343 23461 69685 1535 780 68905
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=15
num_cat=0
split_feature=130 120 168 76 135 67 16 179 9 14 25 130 157 30
split_gain=83.2902 65.4886 73.2774 116.57 96.9613 39.8421 44.533 33.4327 28.0607 25.0701 17.6574 15.7771 13.8307 7.91431
threshold=-0.25527089823792642 0.1247882782713781 4.4649166609637119 0.020951372712345793 0.38709849154730069 -0.13524686868355307 0.70411820707103201 -0.14700453805736852 -0.31644357959006147 -0.012395091817702241 0.24386166378008675 -0.28948788510296514 -0.51492882445255639 10.322091209806823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 3 -3 -4 7 8 11 -7 -8 12 -1 -2 -9
right_child=1 2 4 -5 -6 6 9 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.096174895656227444 0.11373246971080769 0.072209765838671655 -0.0057708224566545441 0.013741302301987782 0.022841345262219644 0.060331799416806102 0.17134106448214684 0.10427827602919895 -0.061553397117882706 -0.08124848876326278 0.29166666255566503 0.11601413975143267 -0.064035131461248618 0.31453560977208017
leaf_weight=7.9845149456523359 4.5062264306470743 415.66195113002323 3836.7563758064061 1898.127270350582 1713.2806617799215 20.014707624446601 14.02512274682522 2.6002712245099229 335.68010873405728 5.4587570506846523 1.4498813152313221 6.2447373033501226 152.1561301543843 5.7468142248690128
leaf_count=276 21 15153 71836 19516 14293 391 58 44 26716 794 2 79 4090 30
internal_value=0 0.00801328 0.00929446 0.0242449 0.00306167 -0.0388678 -0.0466315 0.0901518 -0.054695 0.100574 -0.055707 -0.00305231 -0.0589218 0.249037
internal_weight=0 8021.94 7863.83 2313.79 5550.04 397.755 375.179 22.5763 355.695 19.4839 158.112 14.2293 156.662 8.34709
internal_count=153299 124911 120798 34669 86129 28388 27959 429 27107 852 4113 355 4111 74
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=15
num_cat=0
split_feature=157 19 139 23 95 48 154 176 104 4 46 50 62 139
split_gain=144.5 124.618 121.264 148.081 104.176 102.447 94.7469 66.3721 31.9797 39.3341 44.0812 20.9302 82.7238 11.3989
threshold=-0.38690249539480331 -0.052392523099482488 0.047082326478036451 -0.053849186013872889 0.054441816169402961 5.6806295393000896 0.41906008630293862 0.42511779718715442 -0.077971982715509494 -0.036629071461716151 -0.021017752454990591 3.7067946857720231 0.79926156759772649 0.030679610136548258
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 7 -6 -4 -2 9 -1 -11 13 -13 -10
right_child=1 2 6 -5 5 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.081892238650488516 -0.013743131000224899 -0.004750464186935077 -0.012157313859840662 0.030555242025881536 0.078475906295084163 0.0014498207518548537 0.031288077857043378 -0.051653882213017581 -0.0080115089189775959 0.55922752482937266 0.083991343215404218 1.253630076166776 -0.08188514876200742 -0.068377397019645333
leaf_weight=9.2472262661904114 2670.8103859252296 1741.0760632902384 2864.4258263064548 3739.6136874137446 194.44003382697701 1542.4047411298379 608.62714693089947 558.35134983435273 34.113456889055669 2.58745894767344 7.9447945044375938 0.5979834883473808 2.0669500306248665 376.73805582756177
leaf_count=687 26395 16752 26334 33189 1344 14169 6859 11219 634 38 240 18 72 15349
internal_value=0 0.00302891 0.0100754 0.0193395 -0.00967603 0.0100729 -0.00454383 -0.0202982 -0.0556116 0.0686063 0.200743 -0.0615532 0.217791 -0.0633652
internal_weight=0 13919.7 8953.74 5480.69 4966.01 1736.84 3473.05 3229.16 433.296 19.7795 10.5323 413.516 2.66493 410.852
internal_count=153299 136261 83134 49941 53127 15513 33193 37614 17038 965 278 16073 90 15983
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=15
num_cat=0
split_feature=115 92 45 177 44 5 25 140 169 11 46 106 14 112
split_gain=383.077 188.968 206.834 174.624 148.646 109.907 95.5667 88.6851 87.725 68.7005 65.2286 34.9116 34.1961 13.6385
threshold=0.01679278147576738 -0.0077849452429448367 0.20082258622767921 1.322461275673869 0.11100985076718133 0.035653410784960343 0.028850976043097849 -0.51079685202511393 0.015162890119783468 -0.21146623549752377 -0.05727438063061744 0.5157879541774627 0.47106892264612021 -0.52388408658126984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 5 -4 11 -3 7 -2 10 -8 -6 13 -13 -1
right_child=1 2 3 -5 8 -7 9 -9 -10 -11 -12 12 -14 -15
leaf_value=0.073818942501330406 -0.20634977375918728 -0.066527094587666022 0.015245321167128395 -0.055851405913658086 0.40221855467328604 -0.017356498971231104 -0.10302742143145263 -0.011709496338163743 -0.076497502182317503 0.030343481196483304 0.04240697434064046 -0.098427569651651781 0.082883545708665074 -0.077828358813704798
leaf_weight=5.9681009575724593 25.042591169476509 596.19343880750239 3391.109531857539 384.65129309613258 5.1955573330633333 1913.8616012637503 39.135009882738814 358.88519167993218 74.743029856588691 2947.7021476547234 166.5094711787533 16.765174369793385 27.408209852408618 943.37634252780117
leaf_count=26 106 9828 23639 2595 58 13216 486 2029 1708 19001 1380 317 114 78796
internal_value=0 0.00345629 -0.00678762 0.00800242 -0.0555871 -0.0290356 0.0225592 -0.0244054 0.013931 0.028596 0.0532944 -0.0728314 0.0140703 -0.076875
internal_weight=0 9656.58 6285.82 3775.76 1239.97 2510.06 3370.76 383.928 246.448 2986.84 171.705 993.518 44.1734 949.344
internal_count=153299 70900 49278 26234 82399 23044 21622 2135 3146 19487 1438 79253 431 78822
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=15
num_cat=0
split_feature=139 66 74 72 165 129 11 125 115 169 170 22 115 122
split_gain=300.185 138.695 122.442 184.28 53.8405 43.2099 39.3676 33.5025 31.3166 22.7202 17.5117 12.149 34.9634 11.3043
threshold=-0.07634185907016032 0.87309365488163604 0.45431599545988482 0.85155169431377276 0.15006802172905115 1.0189872497688721 -0.12421159232298677 0.61500917423869961 -0.30540954402271975 0.81723809958035021 0.66093845065036716 1.1707288289590592 0.22112729483354873 0.0040795393210719426
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 -3 6 -4 13 9 -9 -2 -8 -6 -13 -1
right_child=1 2 5 -5 11 -7 10 8 -10 -11 -12 12 -14 -15
leaf_value=0.086207631449179895 0.050572356524230755 0.001532744723492816 -0.045601887875708874 0.11011368114356797 -0.070910534852246007 -0.0047044938113195017 -0.053278873916955051 -0.14912861960233365 0.0088218366105893408 -0.013338078470280765 0.075716423541384345 0.72469594024172246 -0.045879034168614719 -0.10037780706721333
leaf_weight=43.15611289255321 791.48670540330932 5933.547319782665 741.05932748434134 160.53311817860231 707.44730202271603 396.59791398793459 91.618508679559454 14.015459526330231 120.26136955339462 59.829443010501564 11.889764028135685 0.74244077922776286 2.8457874818705022 3.5112247830256811
leaf_count=482 10222 62145 13091 1348 57399 3391 3840 28 588 309 259 18 146 33
internal_value=0 0.00356712 -0.00122903 0.00439303 -0.0584887 -0.0313447 -0.00408284 0.0387586 -0.00766461 0.0460808 -0.0384615 -0.0699796 0.113561 0.072169
internal_weight=0 8217.33 7231.74 6094.08 861.211 1137.66 150.176 985.593 134.277 851.316 103.508 711.036 3.58823 46.6673
internal_count=153299 91122 79975 63493 62177 16482 4614 11147 616 10531 4099 57563 164 515
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=15
num_cat=0
split_feature=136 106 44 151 165 130 163 4 19 70 148 65 163 169
split_gain=227.733 97.2937 160.563 162.318 109.11 97.0609 90.3839 68.8837 61.5546 66.0646 54.9174 39.4257 3.60059 113.702
threshold=0.031084057080217838 -0.069472820963626739 0.0033382494613893141 -0.13872765208692669 0.095903587098272861 -0.010823477177703969 -0.33547549815739669 0.52493085012989738 -0.44691336625907041 1.1705777599892673 -0.24173996495313771 -0.08857909789746006 -0.39455012881395074 0.7889465966787732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 7 -4 11 12 -6 -3 10 -10 -7 -2 13 -1
right_child=1 2 3 -5 6 8 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.070362683323062197 0.49492779778370705 -0.071520134267905697 0.034312263436376118 -0.016127993030764138 0.076228559289748268 0.21061811481505632 0.016696560540066161 0.33828269490913909 -0.032729788318557045 0.081344241887534197 -0.037028958748184369 -0.047762796072842936 -0.080519052930090845 1.8749318718010455
leaf_weight=14.728401032625694 1.3454605452716339 384.30883012106642 979.08694269438274 1831.2791355261579 276.23669358505867 21.211000637384132 3321.8697499295231 4.1459721908904603 860.33990742731839 53.952315902337432 15.496700898278503 265.33817259711213 402.77268625097349 0.30672582937404591
leaf_count=1945 9 7471 6786 21794 1582 90 21691 67 46645 184 446 2033 42529 27
internal_value=0 0.00601535 -0.00688487 0.00144459 0.0166926 -0.0385507 0.021267 -0.0671463 -0.0209006 -0.0259983 0.10607 -0.0450248 -0.0787255 -0.0306775
internal_weight=0 7063.61 3198.82 2810.37 3864.79 1368.81 3598.11 388.455 951 914.292 36.7077 266.684 417.808 15.0351
internal_count=153299 61433 36118 28580 25315 91866 23273 7538 47365 46829 536 2042 44501 1972
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=15
num_cat=0
split_feature=33 95 157 163 173 122 13 13 137 161 86 140 169 131
split_gain=78.2479 97.5774 140.616 137.985 131.446 167.377 128.298 88.8172 86.5306 103.782 66.7314 58.0024 55.9004 54.8685
threshold=66.965013148113641 0.11701988089245612 -0.36836583371755866 -0.24637327617579557 -0.055003788054340141 -0.078422555231697222 -0.18123674067592019 -0.38640039566264839 0.52377365417578059 -0.17749660683934945 -0.1514113088167561 0.74380044680026958 0.68188226365469895 1.0317940795469853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 -1 -4 9 10 -2 12 -10 -11
right_child=8 2 7 -5 5 -7 -8 -9 11 13 -12 -13 -14 -15
leaf_value=-0.019124732757222478 0.24881578158505749 -0.01000294859631694 -0.091444810933227469 0.056181781028080316 0.11837783965490858 0.028544949008392002 0.038460727275006962 -0.011005684506461095 0.056883475347314062 -0.035404681946740582 0.0089294092672403992 -0.065815560628433953 -0.016756022839842313 0.11727725812300063
leaf_weight=803.36406767764129 11.777330372948198 582.58275288948789 149.79351369710639 685.84111571265385 294.9071191464318 699.04541774047539 746.31452592904679 1641.2875697452109 380.69299901695922 1425.9730654649902 754.36290891910903 61.388993593398482 141.36270901560783 23.93181244074367
leaf_count=15294 58 2478 911 4711 4633 13494 13917 14626 3135 67216 10203 441 2069 113
internal_value=0 0.0123408 0.000308186 0.0257834 0.0268138 0.0551985 0.00860803 -0.0177331 -0.00813254 -0.0171536 0.012617 0.0261312 0.0369433 -0.0328845
internal_weight=0 5603.14 3059.5 1268.42 2543.63 993.953 1549.68 1791.08 2799.49 2216.05 766.14 583.445 522.056 1449.9
internal_count=153299 70064 22726 7189 47338 18127 29211 15537 83235 77590 10261 5645 5204 67329
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=15
num_cat=0
split_feature=156 152 140 57 118 55 8 106 98 33 38 125 39 74
split_gain=130.88 130.041 163.576 102.252 90.7423 71.1572 69.7213 66.6917 52.5181 43.2204 43.3889 42.837 41.5628 22.1547
threshold=2.5700774962087762 0.043135608656621617 -0.069437519597878888 4.9975535701186198 -0.16482111614898209 -0.062039245604641698 0.29696339992295023 0.33835624847936713 0.035949310610660999 7.9213441383980703 -0.084524746509576185 -0.31084717220797253 0.1078970956849306 1.260385424743961
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 8 7 -4 -6 -5 12 -3 -11 -1 -2 -10
right_child=3 9 5 4 6 -7 -8 -9 13 10 -12 -13 -14 -15
leaf_value=-0.032464686702611371 0.028086717461189244 -0.057358973933902296 -0.0012737267187418414 -0.0078475009922016926 0.015712779389369512 -0.043534125961437048 -0.0094449925987809599 -0.065331961800796548 0.065285486556525149 0.077250597413301189 0.0077037155418136051 0.02300962015123598 -0.039848654018895618 -0.069388156488791528
leaf_weight=169.43851821497083 767.92014377936721 97.78706624545157 492.66670521604829 803.9176880735904 4361.0449129696935 2082.9772198835853 1473.895740557462 269.47448517568409 455.17510672938079 93.482526695355773 2220.8321799742989 779.95131882885471 102.02014036104083 12.552041739225386
leaf_count=1835 10486 2832 8766 6205 37832 40086 12193 5695 2938 955 17397 5441 592 46
internal_value=0 -0.0101297 -0.0223721 0.00934241 0.00444234 -0.0354506 0.00935797 -0.0222789 0.0346486 0.00776139 0.0105129 0.0131091 0.0201198 0.0616714
internal_weight=0 5937.14 3525.03 8246 6908.33 2575.64 5834.94 1073.39 1337.67 2412.1 2314.31 949.39 869.94 467.727
internal_count=153299 77312 56128 75987 61925 48852 50025 11900 14062 21184 18352 7276 11078 2984
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=15
num_cat=0
split_feature=166 118 126 129 35 143 100 51 135 160 168 106 13 143
split_gain=361.78 216.544 140.634 135.936 107.86 97.8332 59.9474 54.6929 61.2471 49.352 36.2812 20.8971 17.6624 51.9238
threshold=-0.11086232951498629 -0.15134909114449366 0.91304491508370511 1.0169607155860019 0.016362528241581433 0.036239541989173001 -0.29470169231648841 255.37025219030849 -0.027474235120641229 -0.22684958184035306 5.8128329320110295 0.89893585847741464 0.12408278699956685 0.072831520789712348
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 12 9 -9 -7 -10 -1 -14
right_child=1 2 4 -5 -6 10 -8 8 11 -11 -12 -13 13 -15
leaf_value=-0.073012931548705251 -0.12533238338282715 0.0079850048585151448 -0.06961213044948962 0.32371289935412029 -0.012289981749076489 -0.024896584769908959 0.014164258959665069 -0.089936483521451629 -0.05592084051264562 0.059225550132405547 0.060639372709767027 -0.22115294549333597 -0.090603329358302759 0.067747194503316441
leaf_weight=792.39209286519326 32.15673127071932 4016.3204437741078 363.26837957603857 13.683145116548983 3405.8961599564645 52.400794789660722 733.70460861595348 27.723957673413679 120.2411858884152 110.95048620738089 924.08639279007912 8.1745232902467233 50.094122553942725 35.299107298254967
leaf_count=49539 209 40602 19826 76 19819 312 9479 337 1117 641 10093 29 1026 194
internal_value=0 0.003191 -0.00392946 0.009057 -0.0178146 0.0350639 0.00830712 -0.0562998 -0.0166764 0.0294049 0.0560493 -0.066439 -0.0683563 -0.0251458
internal_weight=0 9541.52 7799.17 4030 3769.16 1742.35 765.861 1144.88 267.09 138.674 976.487 128.416 877.785 85.3932
internal_count=153299 100416 80323 40678 39645 20093 9688 52883 2124 978 10405 1146 50759 1220
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=15
num_cat=0
split_feature=157 114 76 119 126 143 166 83 52 55 61 159 82 89
split_gain=269.697 145.834 118.032 115.553 44.9198 41.163 40.8493 39.8055 34.7191 18.7417 15.4704 14.3008 17.6007 14.2418
threshold=0.044717089938836309 4.2767501628487148 -0.15280128853001795 -0.02737284941580018 0.95042465887121486 -0.082363088425935232 -0.19467877325299046 -0.14288979209012295 3.002203649318083 -0.029461907545152693 -0.096170742522946703 3.4030488925100761 1.8015884489382363 -0.034213261455137818
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -4 5 -1 7 13 -3 -6 -9 12 -8 -2
right_child=6 2 3 -5 9 -7 11 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.017695573997026478 0.048142238800948922 -0.086023855756001036 -0.017086734578206173 0.010060688098281957 -0.070403816460116911 0.048449318787486179 -0.065928522155525721 -0.083474347027653009 0.3154209819579184 0.0083318511386124682 -0.0031049100480763578 0.18902419591471289 0.82975425610497955 0.21078660178840392
leaf_weight=104.12246616277844 39.918648974969983 181.91050773463212 2506.2656331448816 4187.8428772571497 47.03562127891928 975.85184728633612 723.7794153757859 47.532183554023504 2.180171529762446 84.623516735620797 48.276990448124707 2.2115135788917533 0.21945847570896049 6.2230826318263999
leaf_count=1639 274 2710 26751 38911 282 11718 69549 420 51 590 256 110 7 31
internal_value=0 0.00335954 -0.00227564 -0.000103272 0.0353493 0.0420722 -0.0552912 -0.0062282 -0.0812696 -0.0197967 -0.0429772 -0.0648814 -0.065657 0.0700779
internal_weight=0 8089.83 6878.2 6694.11 1211.63 1079.97 868.161 141.951 184.091 131.659 95.8092 726.21 723.999 46.1417
internal_count=153299 82652 68423 65662 14229 13357 70647 981 2761 872 676 69666 69556 305
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=14
num_cat=0
split_feature=64 73 157 115 139 157 93 29 0 92 97 87 103
split_gain=220.068 93.8498 138.472 136.839 132.994 105.191 81.8752 31.9687 29.6908 19.3513 13.5177 6.18082 3.77675
threshold=-0.0052024553264384378 0.72321016234860835 -0.36836583371755866 0.46802994028246586 -0.11561028888053122 -0.4754210526714146 0.33662642151475547 0.18920035936502863 0.87394194104259115 0.40196373775242517 0.019815678466734859 0.67965952963926879 0.20175603477172716
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 11 10 -10 12 -1
right_child=1 5 4 -5 -6 6 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.084302850596247744 -0.053617055385339521 -0.074792733863381422 -0.02908842144870509 0.054262468240050502 0.011859554684010889 0.047744919802922135 -0.0033746394533695615 0.071951635314794385 -0.074494768994598157 0.90904340249150484 0.0073742138197221228 0.28552008160840009 0.094226621342191175
leaf_weight=1.3966377775650451 821.8068848294206 15.420202974230049 999.43232898204587 137.21068451041356 3843.357495756587 424.38743990845978 1197.0879990914837 398.50994573906064 449.24343340576161 0.20163478329777618 21.116090887458995 1.5086018815636624 7.8176362675148994
leaf_count=116 10708 49 21317 680 43614 1611 5742 2237 66275 6 911 4 29
internal_value=0 0.00301559 -0.00346597 -0.0381823 0.0034089 0.0214909 0.0100048 0.0664849 -0.0666501 -0.0703995 -0.0708194 0.0978865 0.0671663
internal_weight=0 7837.21 5801.81 959.018 4842.79 2035.41 1621.48 413.93 481.284 470.561 470.36 10.7229 9.21427
internal_count=153299 85958 76319 11388 64931 9639 7353 2286 67341 67192 67186 149 145
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=15
num_cat=0
split_feature=130 129 108 107 152 67 151 8 142 86 142 130 139 93
split_gain=70.9392 62.8258 67.3863 73.8662 73.7113 49.203 36.6439 41.7924 35.172 34.9196 33.2998 24.5493 12.2822 0.123841
threshold=-0.20329604857651548 1.0245242269258381 1.9874273794944688 -0.19043626316036019 0.23207974925202887 -0.13524686868355307 -0.3445706788749795 -0.32474539351667553 1.1447547549220871 2.1871536596209187 -0.050139597467507166 0.067890598637930857 -0.10573473029163201 0.11979287849568222
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 10 8 -8 -7 11 13 -3 -12 -1
right_child=1 9 3 -5 -6 6 7 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.085546909106280336 0.010910850770217794 0.11503372620599742 -0.029132227099110036 0.10800780429470394 -0.019051723226590527 -0.086327449564618672 0.070855762123986685 -0.052032561575185349 0.13733380772709047 0.25125035920080258 -0.024005697828295008 -0.087497107209208794 0.14995512496724303 -0.11102524663564672
leaf_weight=6.3214935548603517 6578.6489445975749 6.3499592083971939 55.668482964625582 133.36971467430703 938.14920398849063 10.35657157585956 29.464767232304439 455.40525094838813 21.89585069892928 3.3629692643880835 4.7701484920689863 104.10352816281375 27.206951924832538 2.732333954423666
leaf_count=288 86647 94 552 851 26827 763 442 33658 149 8 212 2686 109 13
internal_value=0 0.00756494 0.00865429 0.0676224 0.00717131 -0.029336 -0.0376993 -0.0445648 0.065514 -0.0661886 0.0760687 -0.0758536 0.124005 -0.093236
internal_weight=0 7819.65 7705.84 189.038 7516.8 558.153 517.122 484.87 32.2524 113.816 41.0309 110.453 31.9771 9.05383
internal_count=153299 117665 114877 1403 113474 35634 35012 34100 912 2788 622 2780 321 301
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=15
num_cat=0
split_feature=157 19 160 178 139 170 77 104 41 152 157 50 173 79
split_gain=119.826 103.208 98.0905 109.973 65.1726 56.3145 45.8506 28.5727 30.1081 30.6633 16.9723 14.7212 29.869 12.4129
threshold=-0.38690249539480331 0.48128577218787888 -0.3896049636881263 -0.25707599428895955 0.043770907596267186 0.64244895111597577 0.17408210371831809 -0.077971982715509494 -0.025847682939564767 0.11295107257562988 0.13418726249603072 3.7067946857720231 0.17448806094741828 0.41833016278243862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 10 -4 5 -3 -6 8 -1 -10 -2 13 -13 -9
right_child=1 4 3 -5 6 -7 -8 11 9 -11 -12 12 -14 -15
leaf_value=-0.081723892911126583 -0.071503925268730575 0.050936533897246818 0.086611202651614316 0.00064802354497986545 -0.032986976867967921 0.19710451206468327 0.040900273460698369 -0.040969176004618864 0.12228354450683517 0.75472179029204245 0.12761940247044046 0.52758391583574449 -0.082725665347820401 -0.077627897860463035
leaf_weight=8.3486750293523091 204.94796361261979 487.68170863296837 150.62457620445639 12420.420430349186 176.0202335556969 27.864203687757254 160.62697490211576 168.47173741296865 10.874310482759025 0.82477057725191194 4.3718329798430196 1.2878456450998776 2.1251817755401134 204.47259668726474
leaf_count=687 9162 12046 1324 110019 1949 218 1515 9166 266 12 28 20 70 6817
internal_value=0 0.00279435 0.000547547 0.00167802 0.0364897 0.0588366 0.00226739 -0.0529795 0.0633455 0.16687 -0.0673451 -0.0591759 0.147564 -0.0610679
internal_weight=0 13632.6 12780.4 12571 852.193 515.546 336.647 396.405 20.0478 11.6991 209.32 376.357 3.41303 372.944
internal_count=153299 136261 120533 111343 15728 12264 3464 17038 965 278 9190 16073 90 15983
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=15
num_cat=0
split_feature=36 23 167 44 52 145 52 139 81 4 127 107 76 179
split_gain=316.783 166.774 181.916 110.374 97.239 81.0466 66.7216 65.515 42.8614 39.609 34.6163 12.5136 7.4374 6.95857
threshold=4.2078888365686664 -0.042742293234654567 -0.063212040523731194 0.13239745110755416 0.038338121293072569 -0.28274187808632034 0.63875147656612541 -0.085042957398303073 0.12835117091604023 0.0058905140102506635 0.0045849001759040052 1.2206667345492201 -0.3606051543065259 0.10255777095853373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 6 -4 8 -6 -3 9 -2 11 -11 -1 -9 -14
right_child=1 2 3 -5 5 -7 -8 12 -10 10 -12 -13 13 -15
leaf_value=-0.082608628615771257 -0.084739309106165964 -0.059611568203257186 -0.017885751483976572 0.010933473838621425 -0.11390432869931225 0.032747893884018324 0.015153864807712875 0.15026478483453465 0.016265127725580187 0.0081649275806314967 -0.053438345407710974 0.55557551505949088 -0.08018455119169271 -0.055966157170136047
leaf_weight=104.87885120371357 110.29942025104538 738.0898085325025 2007.9912985018454 3929.6694981260225 38.308142444817349 2313.1570438190829 142.38831317843869 1.4790671616792668 67.861733853351325 278.37679328722879 135.67263314849697 0.30815079808235069 483.01209556893446 157.26842057448812
leaf_count=8822 4051 14719 22274 28159 649 15868 716 5 2839 1432 1026 1 49192 3546
internal_value=0 0.00303326 -0.00510263 0.00118742 0.024962 0.0303588 -0.0475207 -0.0523511 -0.0462666 -0.0259417 -0.0120208 -0.080739 -0.0737185 -0.0742359
internal_weight=0 9347.77 6818.14 5937.66 2529.63 2351.47 880.478 1161 178.161 519.236 414.049 105.187 641.76 640.281
internal_count=153299 89275 65868 50433 23407 16517 15435 64024 6890 11281 2458 8823 52743 52738
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=15
num_cat=0
split_feature=139 151 107 165 68 103 121 81 145 115 59 61 151 151
split_gain=244.583 150.395 116.71 111.918 105.544 69.0148 69.2511 56.6494 46.9935 35.3543 33.4353 30.8664 28.1695 16.5886
threshold=-1.0000000180025095e-35 -0.19193404971354541 -0.26166207574432288 0.15006802172905115 -0.095776107821040832 0.54368215074224369 -0.11100397214680556 0.2262432472961213 -0.26246046621602276 -0.23183695112696776 0.034521371250302267 -0.014799562444663617 -0.070319204690944839 0.0026347595261509145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 11 8 -4 6 -2 -7 13 -5 -10 -3 -11 -1
right_child=1 2 4 9 -6 7 -8 -9 10 12 -12 -13 -14 -15
leaf_value=0.086217825607021278 0.055969841608502803 0.0024098973847236798 0.037248600983074219 0.050671374027872799 -0.0049215192710968378 0.061891543475800781 0.015912727391112227 -0.034240327212942137 0.02202370922099588 -0.042246306040784679 -0.046035929445708924 -0.059447806057017466 -0.075194299372583581 -0.068089270540112407
leaf_weight=77.760763119906187 873.72684445697814 98.942369560478255 694.25511921406724 30.024106241064146 4089.8321835712995 79.214545837603509 852.86919758655131 271.05612129764631 144.204489530297 498.46281319810078 144.52190269692801 436.74123410414904 541.25863763294183 7.6524866782128802
leaf_count=1178 12988 823 7346 1250 41238 602 5271 2642 3115 18803 3107 5137 49763 36
internal_value=0 0.00515132 -0.00375825 -0.0398442 0.00119811 0.0279727 0.0361832 -0.0124999 0.00723267 -0.0563091 -0.0120435 -0.0480225 -0.0593984 0.0723929
internal_weight=0 7396.64 5319.77 1443.89 4784.09 2076.87 1726.6 350.271 374.14 1069.75 288.726 535.684 1039.72 85.4132
internal_count=153299 76047 54544 77252 48584 21503 18259 3244 7436 69816 6222 5960 68566 1214
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=15
num_cat=0
split_feature=23 76 154 89 136 4 133 109 157 29 36 86 139 49
split_gain=183.435 83.9554 104.727 147.676 99.5368 97.3615 60.6628 46.4757 45.3767 27.9166 18.0697 7.1299 160.938 7.27087
threshold=-0.018515898898909516 -0.015843434266984018 0.034762706471998688 0.054812912864961115 0.4920444736771295 5.8016095912661809 0.20645924430214743 0.051339350909066613 0.087766301500166385 -0.12245458347266532 3.4187783588305685 -0.16391059275596476 -0.015074856026264129 0.91635421880479939
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -4 7 11 -2 -7 -8 -11 12 -1 -13
right_child=1 2 4 -5 -6 8 9 -9 -10 10 -12 13 -14 -15
leaf_value=-0.040696298930567275 -0.045102490845830845 0.065846892320019057 -0.02087058679831065 0.0099868953608609201 0.023405042341241914 0.05219166532491476 0.46631566270493147 -0.0054693720048929161 0.2494322031952422 0.085780726120524425 -0.021322738500953703 -0.074145266941981175 2.710578819823648 0.0069910376029702279
leaf_weight=19.95143733476289 649.79313541995361 550.83289602689911 1794.4759138359223 3361.0466885578353 708.12094721663743 48.080701764672995 1.4501311103813339 543.22852223343216 15.399578667245803 26.742599610472098 38.329974919790402 445.80683851381764 0.21490290644578536 11.325340327690354
leaf_count=2339 24895 11395 28764 17639 5489 176 39 4397 69 128 695 56056 13 1205
internal_value=0 0.00300236 0.00763256 0.0178526 -0.0083426 -0.0206349 -0.0570993 -0.027056 0.10004 0.0323637 0.0226931 -0.0695681 -0.0113773 -0.0721351
internal_weight=0 7670.98 6414.48 3911.88 2502.6 1256.5 543.821 1193.02 63.4803 66.5227 65.0726 477.299 20.1663 457.132
internal_count=153299 92824 63287 29034 34253 29537 60475 29292 245 862 823 59613 2352 57261
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=15
num_cat=0
split_feature=77 76 164 68 135 64 95 19 155 98 1 28 28 32
split_gain=67.3054 77.7671 143.362 127.604 101.252 88.6993 122.763 74.7225 71.3182 65.0775 51.7775 42.3402 34.8504 9.36447
threshold=1.2735859616196046 0.15244688890533667 -0.047221606447466959 -0.095776107821040832 0.37366608329548634 0.054285823593295493 0.16948544518758171 0.29646223136529326 -0.25674047246547688 0.58721405990265685 -0.6094251528369915 0.15783879225711936 1.1197692949601918 -0.2005644613916161
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 11 -7 8 -2 -10 12 -3 -9 -12
right_child=7 5 4 -5 -6 6 -8 10 9 -11 13 -13 -14 -15
leaf_value=-0.044934260828084376 0.39803372204712989 -0.04621606052292225 -0.027037081150876885 0.034763024063235413 0.026656998215135643 0.03136492439917004 -0.01380635266701589 -0.096037437761683941 0.087920436449791708 0.017440978736374752 0.10784776221198325 0.1529237850707037 0.14730587524165498 -0.084563680722243351
leaf_weight=221.31525044306181 5.8585327249020329 611.57513819308951 1160.4802982572583 2177.6643653224455 503.60611921804957 833.09876083396375 2165.5919486228377 8.2670978866517562 226.92895220033824 309.95045388676226 2.6111899660900226 10.866403446765615 20.427537822630256 80.775983796222135
leaf_count=8802 37 9713 66885 36205 5287 4778 17862 59 479 2247 15 155 67 708
internal_value=0 0.00226887 0.011766 0.0274106 -0.0107875 -0.00838735 -0.00125683 0.035667 0.051018 0.0472313 -0.0386678 -0.0427395 0.0771972 -0.0785385
internal_weight=0 7684.2 4063.07 2398.98 1664.09 3621.13 2998.69 654.82 542.738 536.879 112.082 622.442 28.6946 83.3872
internal_count=153299 149687 117179 45007 72172 32508 22640 3612 2763 2726 849 9868 126 723
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=15
num_cat=0
split_feature=157 145 173 96 101 103 73 161 1 42 157 49 161 9
split_gain=104.59 92.7066 77.4336 69.8698 43.3185 27.1723 56.0637 90.2031 19.4317 14.0828 12.4798 11.601 7.77081 7.39898
threshold=-0.38690249539480331 -0.3803288347574032 0.50818851860490055 -0.027096464603276017 -0.33533031973250488 0.02998589954534878 -0.016937930631084595 -0.42039747095419494 -0.43058542089509183 -0.025504853080111942 0.14270684871863368 -0.31967830819317095 -0.094919594178668049 0.014796727039853059
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 -3 -4 6 9 -8 -2 -1 -10 12 -7 -13
right_child=1 2 4 -5 -6 11 7 -9 10 -11 -12 13 -14 -15
leaf_value=-0.08221598935103358 0.58152926788125081 -0.012096936107122563 0.21659190153480426 0.0089845075033091141 -0.022711459301268097 -0.08153905661673283 1.169822084521563 0.13468931092177505 -0.08136588825487201 0.026729350118571939 0.097202810382339466 -0.051251425839813985 0.20843204413423944 -0.082269834010890622
leaf_weight=23.524847033666447 0.44984591845422883 1853.7703310649376 7.6139820069074622 10347.870472577168 1161.9936835761182 1.4293481761123983 0.95954789128154505 6.8626125152222803 148.98372092656791 23.939142150338739 4.0193632282316676 179.99054441018961 2.6149238562211385 134.26678155688569
leaf_count=2044 12 18507 213 93004 16950 48 109 244 7549 1259 26 9181 21 4132
internal_value=0 0.00253863 0.00342557 0.00578165 -0.0211536 -0.0510986 0.0136125 0.26167 -0.0747454 -0.0272678 -0.0766749 -0.0623383 0.105949 -0.0645041
internal_weight=0 13524.7 13371.2 12201.6 1169.61 373.588 55.2861 7.82216 153.453 47.464 153.003 318.302 4.04427 314.257
internal_count=153299 136261 128674 111511 17163 17038 3656 353 7587 3303 7575 13382 69 13313
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=15
num_cat=0
split_feature=68 126 34 152 173 70 143 111 32 95 67 20 140 45
split_gain=299.392 151.889 121.873 124.233 88.4576 91.9875 84.9137 42.9737 29.2185 32.5439 19.5584 16.7282 10.671 7.23821
threshold=-0.010855627772819674 0.91304491508370511 0.027381013836911317 -0.076718278181562946 0.13459544320236697 -0.033730799897121501 3.6539675727419554 0.11817712273151423 -0.19068946342592333 -0.059478314204350784 -0.075854631556153254 -0.41995807464141061 -0.39703328092411377 0.3299917834829002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 11 -4 5 -2 -6 8 10 -10 -1 -3 -9 -14
right_child=1 2 3 -5 6 -7 -8 12 9 -11 -12 -13 13 -15
leaf_value=-0.087578116842201625 0.015138642386130087 0.016623711183500634 -0.027795089476668863 0.0078101428916447328 0.027182602072247927 -0.029210813169570821 -0.075325130712946622 0.083806990535182632 0.073077844657047392 -0.049321462447036966 0.17523549540055941 -0.067532158400512909 -0.077842901493299962 0.3030620958612068
leaf_weight=3.7685071721207342 1153.0853299023584 25.113200594205409 1609.9610919470433 2504.2667648973875 2994.5853640248533 786.8072410908062 83.051065614446998 4.1301284113433203 24.804932291386649 174.81288267299533 11.390034926822407 397.26673832605593 571.73387928376906 0.49931761994957824
leaf_count=204 7843 468 9119 13915 25365 9817 687 40 262 3864 112 16232 65367 4
internal_value=0 0.00188573 -0.0113744 -0.00612274 0.0138749 -0.0028492 0.0244164 -0.0621273 -0.0239479 -0.0341119 0.109898 -0.0625286 -0.0763546 -0.0775105
internal_weight=0 9554.14 4536.61 4114.23 5017.53 1939.89 3077.64 791.14 214.776 199.618 15.1585 422.38 576.363 572.233
internal_count=153299 83446 39734 23034 43712 17660 26052 69853 4442 4126 316 16700 65411 65371
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=15
num_cat=0
split_feature=140 67 68 137 155 157 41 166 160 67 140 1 157 77
split_gain=221.181 115.086 123.227 114.565 81.6956 78.0739 96.8099 73.0146 35.6418 19.9299 23.6541 18.1708 26.0712 11.8692
threshold=-0.097484062358939527 -0.10272064513683539 0.9380744906613252 0.033190858519796217 -0.23322032730881023 -0.27434008121788506 -0.10941132580188093 -0.5475597407884244 -0.11982245715777959 2.2973864055139663 -0.16959680699995566 -0.19048054185749877 -0.17362735490418182 0.15774913244375907
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 11 13 -11 -1 -13 -10
right_child=1 2 4 -5 -6 6 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.11029324558911471 -0.045286643769198692 0.0089032927247843386 -0.048018039400299056 -0.017606842757853007 0.091811718134388376 -0.075074133182101641 0.02630930780985018 0.070394466327310001 -0.07557170380501417 -0.058646012165592856 0.14898851431678439 0.061882419585653985 -0.029354661111801475 0.005028401129598719
leaf_weight=19.493356567807496 61.055943379178643 3130.216386037413 51.912551571149379 3401.6650062049739 214.13187637925148 117.11026680888608 481.15344109828584 512.92858132719994 486.39126887312159 14.028836277313532 9.0107091255485994 40.540876275859773 137.69902247842401 18.983603487489745
leaf_count=116 465 41844 831 37780 1964 1335 4992 6963 52827 582 149 312 2012 1127
internal_value=0 0.00280457 -0.00218541 -0.00490262 0.0645271 0.0317417 0.00646347 0.0580892 -0.0548449 -0.0683975 0.0225593 -0.0186278 -0.00860268 -0.0725441
internal_weight=0 7970.17 6797.93 6531.88 266.044 1172.25 598.264 573.985 726.148 528.414 23.0395 197.733 178.24 505.375
internal_count=153299 96174 82419 79624 2795 13755 6327 7428 57125 54685 731 2440 2324 53954
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=15
num_cat=0
split_feature=26 118 72 12 26 19 109 63 178 166 71 168 74 98
split_gain=164.622 111.568 93.1977 121 45.3643 131.461 45.3641 35.9552 35.9779 34.9153 34.4247 11.0128 70.9761 9.00301
threshold=-0.011441835189709823 0.8162731807895397 1.1321758082553928 1.5074974296429933 0.019825217833019954 0.53227443157326737 0.4546850389910464 0.074213089151096132 -0.1273538617280067 -0.31749628220100445 2.5276628326833177 50.202425575953079 0.11905019717498043 -0.17842897215756195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -3 -4 11 -9 -10 -6 13 -13 -1
right_child=1 4 6 -5 10 -7 -8 8 9 -11 -12 12 -14 -15
leaf_value=0.010668859500762261 0.023306138620752134 0.13456322885923033 -0.072881574320834294 -0.0071185422661558199 0.038218657426644237 1.4596678894683857 -0.0019188911844591598 -0.087122228899231144 0.37505545884706581 0.024472845636482651 -0.077992920275651814 -0.080430303735410713 0.76477909675670563 -0.073731225027546463
leaf_weight=13.059466864564454 1828.2241383469664 19.833386993501339 260.22844628989697 4586.4888304802589 751.13558128499426 0.77804809832014044 137.78163313213736 33.304160365369171 2.9719955998007199 64.335697765462101 26.385525267571211 6.4080937765538684 1.1758431512862442 392.2515292322496
leaf_count=1764 16206 555 935 66031 4158 32 542 776 52 1114 122 842 50 60120
internal_value=0 0.00278333 -0.00136077 0.00155264 0.0381566 0.184584 -0.048316 -0.0557157 -0.002111 0.0399529 0.034275 -0.0687778 0.0506143 -0.0710118
internal_weight=0 7610.86 6812.72 6414.71 798.133 20.6114 398.01 513.507 100.612 67.3077 777.521 412.895 7.58394 405.311
internal_count=153299 88581 83714 82237 4867 587 1477 64718 1942 1166 4280 62776 892 61884
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=15
num_cat=0
split_feature=33 76 108 148 46 55 158 24 161 115 163 167 35 155
split_gain=67.985 118.007 95.174 79.563 436.398 78.1089 73.5874 64.9153 90.2458 63.5147 58.9743 48.237 45.6863 43.4147
threshold=66.965013148113641 0.035139087820183275 1.5456233449410959 0.67595070541305879 -0.08911269013743274 -0.021476473963887893 -0.34149694078676823 0.44761459839828993 -0.19264952376997352 0.33312880285017554 -0.42769756859191771 -0.25998230471840583 0.19582726183135671 -0.17961775469716854
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 10 -5 -3 -4 8 9 -2 -1 -9 -10 -13
right_child=7 2 6 4 -6 -7 -8 11 12 -11 -12 13 -14 -15
leaf_value=-0.076014548635290766 0.020786117813311203 -0.0016888042055966488 0.028920620999214497 2.5075941149867051 0.14267730380340424 -0.063574479475371481 -0.00018089059717030356 -0.11713307299119358 -0.044272221918858316 -0.093132737338134264 0.042595018779186686 0.048005204417115144 -0.0050273105923077056 -0.0037015462150063955
leaf_weight=43.813439388293773 649.64852047967725 520.24407994293142 1418.4308351096697 0.81087775691412645 20.679629357764497 335.45462453248911 2242.8069015310612 25.171987280249596 938.38619236025261 52.929654618026689 970.11659639736172 348.92147126584314 433.74358813994331 303.74045997904614
leaf_count=2365 9218 9936 8581 19 374 5695 19156 146 37018 339 23938 2876 30491 3147
internal_value=0 0.011056 0.00407605 0.0415054 0.23191 -0.0259495 0.0110936 -0.00816465 -0.0169425 0.0122039 0.0374697 0.0187026 -0.0318665 0.0239415
internal_weight=0 5552.36 4516.94 1035.42 21.4905 855.699 3661.24 2752.54 2074.71 702.578 1013.93 677.834 1372.13 652.662
internal_count=153299 70064 43368 26696 393 15631 27737 83235 77066 9557 26303 6169 67509 6023
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=15
num_cat=0
split_feature=139 152 61 115 2 128 44 77 61 28 21 154 112 38
split_gain=112.465 147.701 124.823 103.039 89.9295 89.1381 87.6732 86.9254 85.5813 69.8745 69.1088 60.2324 55.2694 48.3306
threshold=0.018182359340597379 0.046487018376633764 -0.044347773487668184 0.11723164219651398 0.15925920578268071 -0.26395651025409023 0.36693008658593712 -0.35001894746980361 -0.29697388413629572 -0.02982379105192854 0.047648398101544941 0.051334556230031851 0.21457372841267638 -0.084524746509576185
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 5 13 -1 7 -4 -5 -2 -8 -11 -6 -3
right_child=1 4 6 8 12 -7 10 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.038420796942469734 0.014162869156441729 0.064577814051702195 -0.054617053365401083 0.1162427027556158 -0.0096066113181122112 0.019590551365742746 0.034590831934496948 0.024638605158689812 -0.038752041725566289 -0.04907648719016653 -0.021778291381935034 -0.016288809519745189 -0.1079476289108823 0.0080368723182591157
leaf_weight=340.68403648491949 349.81443088082597 162.04734928393736 142.68997212871909 36.86847706604749 128.22279409505427 1190.2972524329089 286.81903667654842 4585.8359145056456 1055.5450073801912 1208.4385597978253 899.8684474285692 1044.6124489346985 103.1041612457484 2254.4726697842125
leaf_count=2563 8321 1789 792 225 1355 14606 3111 37365 9893 25532 12366 14087 579 20715
internal_value=0 -0.0105024 0.0080961 -0.0100593 0.00612646 0.00668148 0.016148 0.022247 -0.033521 -0.0274186 -0.00815403 -0.0338747 -0.0534379 0.0118284
internal_weight=0 5250.71 8538.61 2623.39 2647.85 1530.98 5915.21 4728.53 1092.41 2602.87 1186.69 2253.05 231.327 2416.52
internal_count=153299 72378 80921 27287 24438 17169 53634 38157 10118 47940 15477 39619 1934 22504
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=15
num_cat=0
split_feature=166 118 154 139 126 143 85 103 121 62 151 131 105 140
split_gain=274.683 168.929 149.9 182.877 101.934 98.6024 73.6249 57.0897 24.8171 36.121 35.4786 20.8701 18.0466 11.8839
threshold=-0.16844114950789188 -0.15134909114449366 -0.12668697690274563 -0.351108500321543 0.91057311799079244 0.088346547140485038 -0.051121824034234466 0.91213702067114599 -0.098542380406649019 0.024038063797458254 -0.12089025610163016 0.8811242677691381 59.789455647782539 -0.17508840054126348
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 12 10 -10 -11 13 -1
right_child=1 2 3 -5 -6 7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.19660613286614406 0.029251654642314578 0.023113885498397109 0.03570243063277511 -0.032200515888665751 -0.0063786948643859854 0.064818814243515807 -0.027786414245003468 -0.1634369932191635 -0.06118346024613467 -0.085103644238526233 0.043599312028539762 0.17798341922898814 -0.64323946962535294 -0.083495668720196148
leaf_weight=9.580275993794201 704.38832133566029 2033.649904770311 466.38838981301524 2651.580478489399 2765.6094501246698 628.60007644002326 333.42987352795899 11.151960619259624 63.912353495368734 151.28143120650202 65.358475396409631 3.0765939042903474 0.58422566414810617 305.18776302877814
leaf_count=76 5008 15484 2354 56032 13284 8422 7451 272 2550 4548 1691 80 14 36033
internal_value=0 0.00113558 -0.00497226 -0.0220435 0.00611856 0.0299613 0.0109265 0.0608399 -0.0686649 -0.0472019 -0.00820598 -0.0798599 -0.0879689 -0.0869383
internal_weight=0 9594.8 7917.23 3117.97 4799.26 1677.57 1037.82 639.752 598.981 283.629 129.271 154.358 315.352 314.768
internal_count=153299 108307 87154 58386 28768 21153 12459 8694 44992 8869 4241 4628 36123 36109
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=15
num_cat=0
split_feature=13 159 172 76 130 14 50 8 80 158 81 165 166 7
split_gain=208.648 111.202 107.869 102.96 72.2771 72.7203 28.869 28.1774 25.8298 26.9424 21.0319 19.2638 14.9867 10.8391
threshold=0.063814021701085286 2.1392949113497877 0.293462518341773 -0.13856376510725518 -0.033066149950223493 -0.4347868045910252 0.22550244849160364 -0.11192794858641759 -0.054840032767463499 -0.16128453696627174 1.2360382361365969 0.089816591690092942 -0.20073228328210405 3.6842578136021005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 10 -6 -1 8 12 -10 -3 -9 -2 -13
right_child=7 4 3 -5 5 -7 -8 11 9 -11 -12 13 -14 -15
leaf_value=0.053425418961858089 0.10887890339079305 -0.041266851703894852 -0.073828768122976396 0.00063179073073001666 1.1347318406007834 0.25465971583581076 -0.014618978619230448 0.017359286633382043 0.20981648831853655 -0.061048702835771212 0.38982706574919335 -0.071635783357528959 -0.035578846320106099 0.048456838980419324
leaf_weight=479.35258802305907 23.088085193186998 12.143748329486696 190.63455696939491 7176.4346474376507 0.98418192006647842 20.406423863489181 71.674561867490411 26.631218186812475 3.9118087049573651 59.960695864399895 1.2480132002383459 508.05522749375086 10.424091784283517 7.6283610642421982
leaf_count=6266 231 370 2604 74860 24 308 547 799 51 3213 32 62494 971 529
internal_value=0 0.00268083 0.00189711 -0.00129499 0.181093 0.295152 0.0445746 -0.0566826 -0.00715546 -0.0444598 -0.00109208 -0.0655763 0.0639448 -0.0698593
internal_weight=0 7952.88 7918.1 7367.07 34.7824 21.3906 551.027 639.699 97.3847 63.8725 13.3918 542.315 33.5122 515.684
internal_count=153299 85011 84277 77464 734 332 6813 68288 4466 3264 402 63822 1202 63023
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=15
num_cat=0
split_feature=73 83 72 87 148 19 165 13 149 73 169 156 2 106
split_gain=152.815 100.939 85.6189 110.251 53.1173 79.2738 52.2701 106.086 51.7443 49.1009 48.5713 36.1087 25.3149 22.969
threshold=0.068933146594911579 -0.02786627349281693 1.0443612402901123 0.28275088399138343 0.60268290887629961 -0.096974617786426534 0.073554799145521543 -0.074268429636308655 0.25469679017188268 1.0422793770231225 4.6108081566267431 0.78647894458994183 0.46242359765248764 0.28894019438845292
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 12 -6 7 13 -9 -4 11 -8 -2 -1
right_child=1 2 9 -5 5 -7 10 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.081262873161107738 0.037690239665334371 -7.7622185882735755e-05 -0.049798957664594329 0.037647276720828564 0.51524230393703341 0.02637770087309484 0.02370884940420516 0.13035336972635297 0.49882705605331074 0.023051810903702251 0.1070718903675791 -0.051675652500936579 0.11478592145592213 0.22954194914552858
leaf_weight=38.257887537009083 181.0160635272041 5269.3259325723629 455.22402307996526 908.20931578241289 6.3855947959236801 6.9027442825026792 68.498030699207447 27.592897016555071 4.4218269764678544 116.11538196355104 21.131767678074539 877.86566120455973 55.695088347885758 2.5353246686281627
leaf_count=6422 2979 41456 1866 9928 50 81 1564 772 246 457 73 86214 1071 120
internal_value=0 0.00435461 0.00204324 0.00546862 0.0667512 0.261297 -0.0367221 0.0449892 0.181246 -0.0349932 -0.0428712 -0.0462193 0.0558299 -0.0619462
internal_weight=0 6998.87 6748.87 6177.54 249.999 13.2883 1040.3 72.8079 32.0147 571.339 967.495 946.364 236.711 40.7932
internal_count=153299 57888 53707 51384 4181 131 95411 7560 1018 2323 87851 87778 4050 6542
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=15
num_cat=0
split_feature=56 130 95 135 135 49 45 27 8 28 16 132 62 148
split_gain=64.9746 66.8645 54.5286 147.956 120.691 53.1048 109.271 190.057 41.8371 55.9605 36.9508 33.3278 24.2213 20.4824
threshold=-0.1947852263574826 -0.20329604857651548 0.11701988089245612 0.020988521776970203 0.37366608329548634 -0.025096505780225573 -0.052471315144274035 -0.054008772901051383 -0.32474539351667553 0.067896107730871763 0.70411820707103201 0.10681022411212311 -0.16008303464003201 0.57637500002478137
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 -3 -4 11 12 -8 9 -2 -10 13 -7 -1
right_child=1 2 4 -5 -6 6 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.080766098232025102 -0.095311694179751841 -0.0078113522012291303 -0.01898519604359411 0.033767017696752437 0.014887209324813112 0.27493416263275183 2.0932238564845504 0.30957470884413246 -0.046848783490062287 0.14951350994538049 0.081247934850941228 -0.036929499624649864 -0.11492975898055134 0.43017971215849893
leaf_weight=86.359696591622196 14.285306151257826 1571.842770865187 2114.1581367301987 1878.8622503337683 2093.6374795162119 3.0524384379386902 0.82705768989399109 2.1514080320484918 445.23711783892941 26.948295771377161 23.718537970795296 28.456391664221883 3.3342781513929367 1.7108878029976029
leaf_count=1658 541 63756 17316 19934 15014 4 11 53 33184 79 1055 616 66 12
internal_value=0 0.00317455 0.0055097 0.0148275 -0.00213159 0.075567 0.304666 0.804857 -0.0318787 0.0646943 -0.04037 0.0571545 0.0714 0.0875539
internal_weight=0 8168.69 7658.5 3450.71 4207.8 125.892 9.36518 2.97847 510.189 41.2336 468.956 116.527 6.38672 88.0706
internal_count=153299 150879 116020 83690 32330 2420 134 64 34859 620 34239 2286 70 1670
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=15
num_cat=0
split_feature=166 19 178 100 48 73 29 145 129 34 16 133 106 16
split_gain=96.9942 91.8658 78.6397 78.6097 77.4107 72.2138 64.9105 63.9971 69.2976 41.2061 25.3844 21.0149 19.0677 6.10941
threshold=-0.28700359167024309 -0.052392523099482488 -0.24836641829188918 0.92000533143498742 3.6233283203802249 0.075027672998577141 -0.039728804208586578 -0.3803288347574032 1.0216235386812573 0.75752430563192708 -0.47116107517957634 0.20645924430214743 -0.089497843985789957 -0.30536459418207113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 12 -4 11 -6 7 13 -9 10 -8 -2 -3 -1
right_child=1 2 3 -5 5 -7 9 8 -10 -11 -12 -13 -14 -15
leaf_value=0.096253752300683337 0.0920113569887651 0.032480606443115075 0.0097066898894756018 -0.048671794824744978 -0.02281370601820246 0.0025571023302175845 0.09730995020235475 0.030491637132233976 0.29013106978485531 0.44890701882262096 -0.054898390169916433 -0.062665999766397168 0.11144918776876839 -0.079299517135868039
leaf_weight=2.0538886566646388 93.106685918755829 46.326264744624496 7890.4906640814152 237.6048808125779 2282.5061471904628 2206.3592988969758 11.174062995705752 136.21858216403052 11.118674608180298 1.6473743622191239 563.88468878949061 9.6985939564183337 89.938407713547349 56.918644093675539
leaf_count=47 592 401 70787 3804 25201 21149 169 2879 306 39 23547 119 846 3413
internal_value=0 0.00296225 0.00926317 0.00800014 -0.00837853 -0.0103435 -0.0332893 0.0148489 0.0500851 -0.0505101 -0.0519408 0.0774192 0.084602 -0.0731854
internal_weight=0 12856 8264.36 8128.1 4591.67 4488.87 783.016 206.31 147.337 576.706 575.059 102.805 136.265 58.9725
internal_count=153299 122899 75838 74591 47061 46350 30400 6645 3185 23755 23716 711 1247 3460
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=15
num_cat=0
split_feature=166 40 61 154 133 46 112 154 139 122 61 105 44 2
split_gain=247.706 146.245 137.506 112.474 61.4767 36.8428 33.8698 42.289 29.1258 14.0932 26.6693 16.0771 10.3156 0.0589638
threshold=-0.16844114950789188 5.0792088362639491 -0.044347773487668184 -0.13923297745776483 0.026224535571099033 0.0051749081980781526 -0.39353481194600864 -0.21513872527829467 -0.085042957398303073 -0.071895956695997715 0.077443265400139225 59.789455647782539 0.31488238409232772 -0.35768526914247106
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 12 7 -1 -7 11 -11 -8 -2 -9
right_child=1 2 3 -5 -6 8 9 13 -10 10 -12 -13 -14 -15
leaf_value=0.26275189309064245 -0.081398464874893342 -0.040298299055711875 0.007668709870384826 -0.019315538318050756 0.031363215862946159 -0.011847967641135755 -0.083295276861839407 -0.11539312554154775 -0.060349101123352192 -0.024273347536523521 -0.092080007437571484 -0.429112828258993 0.16607939539939498 -0.089615321915939711
leaf_weight=6.8862304985523224 190.2634826884605 127.44422053964809 4159.9217742723413 2456.9685064854566 1973.2074714251794 364.03753556893207 312.11539504863322 1.0631445050239561 187.63245195057243 139.17810324742459 99.455033865058795 1.3501720951171581 1.6993451081216324 5.3663082437124086
leaf_count=18 23163 735 27020 33143 17811 2292 38640 2 4129 3357 2835 16 14 124
internal_value=0 0.0010942 0.0047254 -0.00235102 0.0270156 -0.0414741 -0.0670437 0.0905539 -0.028344 -0.0708447 -0.0525331 -0.0847848 -0.0792077 -0.0938778
internal_weight=0 9461.17 8717.54 6616.89 2100.65 743.633 565.414 13.3157 551.67 552.099 238.633 313.466 191.963 6.42945
internal_count=153299 108307 78709 60163 18546 29598 44992 144 6421 44848 6192 38656 23177 126
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=15
num_cat=0
split_feature=14 67 55 154 8 55 122 12 94 148 68 61 109 149
split_gain=160.13 96.115 133.695 156.567 93.4794 85.3877 67.0589 28.5035 24.8947 24.4269 23.3756 20.5367 13.9516 13.7281
threshold=0.12066765047300884 -0.10272064513683539 -0.010701570260611269 -0.19275878244875963 -0.29348280067901139 -0.19220435165007663 -0.35758673615683945 2.8783991334063934 0.0097769322870511904 -0.35833612438996615 -0.17453845890847963 -0.008389444750356443 0.74486227132922878 -0.14367492058596534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 9 -7 8 11 -1 13 -2 -10 -9
right_child=7 2 3 -5 -6 6 -8 10 12 -11 -12 -13 -14 -15
leaf_value=0.18397748768190972 -0.019947153013976406 -0.069217295024984402 -0.030376497216764581 0.019692307971808681 -0.012320341849674175 -0.020092748168795513 0.048830292168440259 0.32504790638076947 -0.057587413568297913 -0.070457555878017358 -0.071108821770858768 0.10116173647429015 0.25609711331783369 -0.015966199348317469
leaf_weight=3.9310860009863964 30.587400099844672 324.22410972043872 781.38959453511052 3111.533506394946 2639.9821606054902 168.95000169053674 858.37584878993221 2.3359773657284677 76.35236222029198 93.975200969958678 390.20462387125008 25.821662726695649 1.4446992189623404 2.3865570549387476
leaf_count=60 1314 2440 11077 32645 32894 1888 10343 135 3849 884 54634 879 32 225
internal_value=0 0.0019032 -0.00254188 0.00964247 -0.0185437 0.0289914 0.0374955 -0.0549024 -0.0150881 -0.0602416 -0.0684323 0.0354913 -0.0517623 0.152715
internal_weight=0 7982.36 6857.13 3892.92 2964.21 1125.23 1027.33 529.133 134.206 97.9063 394.927 56.4091 77.7971 4.72253
internal_count=153299 92231 79056 43722 35334 13175 12231 61068 6074 944 54994 2193 3881 360
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=15
num_cat=0
split_feature=64 118 12 153 117 71 118 77 154 124 20 0 65 29
split_gain=159.377 85.8075 74.5318 137.255 110.183 35.0227 32.2003 45.4399 27.8789 23.351 22.282 20.3059 8.05765 2.66734
threshold=-0.0052024553264384378 1.091361146532589 1.736379973724439 0.03673282140629839 3.3389344070218483 2.5276628326833177 0.54883522865111722 -0.35001894746980361 -0.048505807136880678 -0.26833450503783801 0.039375557266889516 0.78301531067105823 -0.17944164772820867 -0.028468628320994813
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 9 11 -8 -9 -3 -7 13 -13 -1
right_child=1 5 3 -5 -6 10 7 8 -10 -11 -12 12 -14 -15
leaf_value=0.24954641000635119 0.024038309354842375 -0.078519685760273294 0.00433985775989812 -0.033094116559049397 -0.02217790512970147 -0.13680279517476931 1.2640437375527889 0.1057004587470058 -0.08587233029603307 0.050755651326046071 0.10523585539064771 -0.0055976170781911021 -0.078979756198405068 0.07766464625801861
leaf_weight=1.1037458239588884 2052.7322875396349 14.387588664889334 2821.7708442579024 1500.2321299000178 688.99907554441597 16.919191397726539 0.29728415235877292 17.340514268726118 13.518454728880892 484.28629003895912 4.9065113812685004 15.676353788236154 328.97226985677844 4.960524480091407
leaf_count=9 17890 65 32373 28146 4487 65 9 779 2100 2896 36 2236 62136 72
internal_value=0 0.00241464 -0.000472712 -0.00865404 0.0124241 0.0415991 -0.0637951 0.0336311 0.0217778 0.0470258 -0.0823915 -0.0724502 -0.075642 0.108949
internal_weight=0 7584.23 7063.73 4322 2741.73 520.5 381.869 31.1563 30.859 498.674 21.8257 350.713 344.649 6.06427
internal_count=153299 85958 82896 60519 22377 3062 67341 2888 2879 2961 101 64453 64372 81
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=15
num_cat=0
split_feature=169 179 126 145 119 103 158 34 124 109 100 61 103 124
split_gain=59.2495 110.819 97.6747 121.271 95.8236 104.339 70.2793 69.9819 63.6494 56.634 55.9712 52.1764 42.5533 15.2856
threshold=-0.072219969286068789 0.2289210657287091 0.92276870247109832 -0.25750586070620646 -0.19893054479286446 -0.049150207561878233 -0.27719439538398116 -0.20231757263734382 1.1029256428045968 0.10739979755710639 0.065051318795385518 -0.010560132039616988 0.25284311008188143 0.74005226390771062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 10 11 -6 -5 13 -9 -3 -4 -1 -11 -2
right_child=2 9 3 6 5 -7 -8 8 -10 12 -12 -13 -14 -15
leaf_value=-0.00029038122868332757 0.15046102926940361 -0.052960445185570151 0.06200772511911351 0.037161354692870865 0.050209120176148092 -0.0066232302177358787 0.0047492633165812604 -0.022180425151078847 0.085546178228810679 0.26596309337515595 -0.0491813529861998 0.074669007447445673 0.086056432216628773 -0.08337630040226196
leaf_weight=127.87427037069574 29.41468663723208 11.85151673585642 50.65602949494496 1083.6534993348178 398.05273063696222 1714.18896804424 1748.2286419316079 2231.8348515570979 56.228253221139312 30.568564853863791 426.04067887330893 339.11213368619792 23.069349203258753 3.0890315044671288
leaf_count=3531 173 193 1479 5880 15047 23099 26264 71684 192 73 3262 2138 157 127
internal_value=0 0.0164116 -0.00173456 0.00929724 0.0131498 0.00408685 0.0171521 -0.0174633 -0.0195331 0.144874 -0.0373659 0.054143 0.188586 0.128238
internal_weight=0 2644.72 5629.15 3308.58 2579.23 2112.24 2831.88 2320.57 2288.06 65.4894 476.697 466.986 53.6379 32.5037
internal_count=153299 44238 109061 36885 43815 38146 32144 72176 71876 423 4741 5669 230 300
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=15
num_cat=0
split_feature=151 100 166 178 100 53 55 46 129 88 157 146 59 122
split_gain=90.7405 225.954 75.2513 73.9141 78.0031 72.4479 73.73 56.6322 38.9799 94.7128 32.8346 31.6103 18.4106 12.1547
threshold=-0.32686671571040238 -0.24527136302916749 -0.38892944327702927 -0.24836641829188918 0.74236687759998043 0.27341512362411846 0.24738265581920263 -0.16164534556697144 1.0238080364510311 0.00075112003106197751 0.023551364035321546 -0.036623663594140578 -0.25133070049387385 0.21687558504585835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 7 -5 13 -7 -4 -2 -10 12 -12 -3 -1
right_child=2 10 3 4 -6 6 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.0026862349470716056 -0.068478043423938748 0.059158729912077004 0.24362564261832076 0.0039726468955886204 -0.038004006137640274 0.87210675352431088 0.076892983579693666 0.046661930646241814 0.99311414366455752 0.027877676378453189 0.045361226509671629 -0.046926268351678756 -0.074524356082318166 0.19650085459557826
leaf_weight=3.6630765311420026 194.53241168730892 10.616999827325342 15.705320208799092 12083.303954249946 459.52138800173998 3.2123058196157208 1.8302496466785667 207.03197978739627 1.1109756869263936 11.964398498414083 54.784229593351483 115.07074557011947 347.05102700344287 18.716872239485383
leaf_count=31 11147 294 306 120875 8483 31 30 2144 32 582 478 895 7884 87
internal_value=0 -0.0388149 0.00247753 0.00344879 0.00243478 0.241052 0.583475 0.0605499 -0.0572442 0.109891 -0.0533634 -0.0171603 -0.0705561 0.163899
internal_weight=0 554.946 12973.2 12765.6 12542.8 27.4225 5.04256 222.737 207.608 13.0754 527.523 169.855 357.668 22.3799
internal_count=153299 9730 143569 131808 129358 179 61 2450 11761 614 9551 1373 8178 118
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=15
num_cat=0
split_feature=115 23 151 106 19 173 130 98 129 122 125 8 157 79
split_gain=224.246 127.068 122.263 132.932 119.322 106.844 84.4519 62.3712 61.6245 50.4815 50.2964 30.0003 26.4446 25.8394
threshold=0.01679278147576738 -0.040706214921598087 -0.12603266665247029 0.35464116123809453 -0.0019446489800087543 0.12177141619329326 -0.21080036528970933 0.25013797199277504 1.0164965469167482 -0.15412347792108025 -0.24273768994408615 -0.025305094581514406 0.53474361593156872 -0.1099776450823113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 10 9 -8 12 -2 11 -1 -7 -10
right_child=1 2 4 -5 -6 8 7 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.06943498325162327 -0.17424276617944617 -0.049362220075997477 0.016271803460331413 0.010466945923802028 -0.015011469119008232 0.026116654822358171 0.012085788418286385 -0.19718464194135435 0.039846030583729965 0.055794406378989116 -0.077325640483569949 0.042729096325227332 0.12534285632548828 -0.079777066688485873
leaf_weight=39.130977656925097 9.6809853939339501 1068.6454669262748 2857.2177229768131 569.15890945354477 2126.8544838302769 71.243892095517367 1663.9916110879276 14.36485712090507 24.903557049576193 653.79655851982534 634.76973912504036 61.049088610103354 43.111494009615853 65.683768649352714
leaf_count=1006 50 10008 22381 4420 17442 691 10470 82 132 6047 77915 481 150 2024
internal_value=0 0.00221348 -0.00486697 -0.0285708 0.00292228 -0.0491289 0.0222345 0.0102947 0.0147193 0.0524379 -0.0669331 -0.00108291 0.0635245 -0.0468912
internal_weight=0 8963.71 6621.88 1637.8 4984.07 939.893 2341.83 1678.36 204.943 663.478 734.95 100.18 114.355 90.5873
internal_count=153299 70900 54251 14428 39823 82399 16649 10552 2997 6097 79402 1487 841 2156
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=15
num_cat=0
split_feature=115 4 44 31 145 118 24 119 155 140 73 92 106 76
split_gain=181.172 148.659 112.957 125.451 89.7835 98.6721 76.2265 68.2078 58.4703 54.8706 47.6366 35.679 35.0415 22.4912
threshold=0.046707861485666295 0.011457607906696513 -0.12635562194855757 -0.013962060570080186 -0.25309232455484748 0.047510116301929368 0.44761459839828993 -0.29203950328075151 -0.17055547990427988 -0.081215634292573821 0.49043868763434578 1.3072237164240084 -0.31333386519306711 1.5387382941196577
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 10 -6 9 -1 -7 -3 12 -12 -2 -8
right_child=4 6 3 -5 5 8 13 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.058771081131788444 -0.099814169214503437 -0.047789461297112833 -0.021003670800709837 0.012925613288501682 -0.065389524368004714 -0.044161779509835186 0.10604713352320604 0.034644834348042809 0.0033343481075655233 0.043132483231836521 -0.077533289764124005 0.1414460134328101 0.073975829626039588 0.28093005658416198
leaf_weight=84.070663866819814 12.588971264660357 74.570462984032929 2555.0783929849276 1900.1760123177664 682.57081953820307 447.77785018202849 123.02548015210778 1111.9877662782092 615.41683063097298 603.91520260204561 49.957850359380245 8.7426960561424476 147.98731457302347 7.8214159775525323
leaf_count=642 55 2626 44275 21670 37927 10487 886 14028 13626 5437 321 54 1218 47
internal_value=0 0.00653295 0.000792492 -0.00653275 -0.0281426 -0.0357182 0.0466167 0.0280787 -0.0166692 0.0331395 0.0321701 -0.0449191 0.0603509 0.116501
internal_weight=0 6460.65 5651.31 4455.25 1965.04 1745.77 809.333 1196.06 1063.19 678.486 219.277 58.7005 160.576 130.847
internal_count=153299 89611 80615 65945 63688 62040 8996 14670 24113 8063 1648 375 1273 933
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=15
num_cat=0
split_feature=136 29 103 136 166 128 55 31 103 100 118 89 148 14
split_gain=133.729 84.5337 115.976 99.6976 76.9553 73.3482 71.434 99.3393 79.0589 70.5809 69.907 60.0735 22.4803 114.817
threshold=0.031084057080217838 0.077379455638812183 0.24494735179204555 0.17439012769661094 -0.044132548095984929 -0.86387580507746276 0.021952442475151775 -0.062552437770735159 0.97904345710263307 -0.027446857522032884 0.33589060143286747 0.077194642655458556 -0.63432642741804435 -0.1964701742195672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 10 -4 6 11 8 -8 -1 -7 -3 -2 13 -6
right_child=1 2 3 -5 12 9 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.059789262812979083 -0.082787205964369434 -0.044630760880475309 -0.022530447106428958 0.015253652268298799 2.0702159297192604 -0.033953266808601133 1.3448487306077048 0.012886537309795016 0.092731711312872306 0.035846564796220927 0.0043757229252278478 0.5638249794316138 -0.075749024638401358 0.016124033361729979
leaf_weight=355.66747711447533 2.1005118675529948 814.4353375537321 882.46214103233069 3346.9964644270949 0.27870348421856839 167.39669329486787 0.56071760831400652 401.00810698396526 37.575828521046788 1076.5348217835417 452.97469335794449 4.5471442155539989 340.82451721816324 11.525050338706929
leaf_count=30634 139 13072 3734 18085 10 10146 70 15377 155 12995 3239 23 44902 718
internal_value=0 0.00475753 -0.000581262 0.00737013 -0.0321701 0.028224 -0.0149204 0.0147464 -0.0452153 0.0264536 -0.0271158 0.35951 -0.0710502 0.0646241
internal_weight=0 6747.45 5496.87 4229.46 1147.44 1250.58 794.812 401.569 393.243 1243.93 1267.41 6.64766 352.628 11.8038
internal_count=153299 61433 38130 21819 91866 23303 46236 15447 30789 23141 16311 162 45630 728
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=15
num_cat=0
split_feature=127 28 97 23 91 149 52 72 150 8 160 75 1 77
split_gain=56.7141 53.3642 76.8208 65.3993 48.2256 28.3713 35.5943 24.2982 6.00476 4.38096 0.880042 0.187767 0.140177 0.0877451
threshold=-0.51139483525961527 -0.1389665012009548 -0.058499847897544241 -0.33459779839905451 0.0056627333641109849 -0.5519902278721216 -0.064287663226555034 0.049597456362108591 1.2844961931731167 -0.30272161475839937 -0.42095004551890258 0.045224952891496487 -0.10996540561621083 0.44924952105005594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 8 9 -1 12 -7 -9 -12
right_child=1 2 3 -5 -6 11 -8 10 -10 -11 13 -13 -14 -15
leaf_value=0.242472477207863 0.47309217080887733 -0.0826103360645256 0.12674530419938881 0.0031973516343772358 0.076735032567130462 -0.083522385146803185 -0.081890210557849785 -0.14817873574904375 0.36865246273946017 -0.081984968683294024 -0.082055084861948277 -0.13221532362299268 -0.11365448075257162 -0.09222194498502688
leaf_weight=0.83531210757791996 2.1101948297582567 20.877620118961204 43.082340374123305 7783.4475141716539 210.4280225323746 86.362507256329991 2.5547235979465759 1.8457143604755399 1.2838691116776315 0.82932439574506067 70.221357744827401 0.79926042258739372 3.2414552406407884 9.6561578663531673
leaf_count=3 23 1951 80 126325 6308 8677 202 6 10 39 9187 4 44 440
internal_value=0 0.00469217 0.00555601 0.00387744 0.0623525 -0.0711097 0.169158 -0.0760589 0.206155 0.0808273 -0.0858525 -0.0839689 -0.12618 -0.0832841
internal_weight=0 8149.66 8057.84 7826.53 231.306 91.8267 4.66492 87.9132 2.94851 1.66464 84.9647 87.1618 5.08717 79.8775
internal_count=153299 143570 134664 126405 8259 8906 225 9729 52 42 9677 8681 50 9627
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=15
num_cat=0
split_feature=156 96 45 100 96 163 39 85 53 28 130 30 14 97
split_gain=82.8759 79.1171 86 110.673 63.5923 60.4522 75.3181 57.9427 53.7745 47.3295 59.0572 36.5357 27.1558 23.4139
threshold=2.7531810642064847 0.11010073400060837 0.23340825255946204 -0.29470169231648841 -0.025373314097785 -0.132806055168493 -0.055851539941398055 0.90309529119482279 0.043523152191601792 -0.013151969212408189 -0.080930273422266816 10.69639001780253 0.22904269073411912 -0.083190321794307534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 9 12 11 -8 10 -1 -3 -7 -11
right_child=1 7 3 -5 -6 6 8 -9 -10 13 -12 -13 -14 -15
leaf_value=0.062309290895316199 -0.0098330146709756407 0.065923549990136679 0.097119712121797638 -0.024940529251400032 0.016743548778715946 0.061458235979438849 -0.015572404279112377 -0.062838166320521902 0.0074762886069669136 0.24142661411054328 -0.015700083330660732 0.025614765537013015 -0.080050416671839236 -0.037226022064422604
leaf_weight=114.73503275075927 1214.8664390468039 308.31446300726384 78.626619675196707 1344.8284931993112 3477.5936182327569 226.39125971868634 2122.2650568978861 61.875618798658252 1935.312072689645 3.0238829674199215 629.47649526083842 830.767129374668 14.42523078760132 1077.3560867004562
leaf_count=1738 11714 2505 888 18372 33388 2110 22997 247 13771 166 13526 4645 258 26974
internal_value=0 0.00793971 0.00333179 -0.0181984 0.00986294 -0.00782794 -0.00135422 0.0314057 -0.00457904 -0.0230788 -0.00367338 0.0365251 0.0529817 -0.0364461
internal_weight=0 7316.87 6115.92 1423.46 4692.46 6122.99 4298.39 1200.96 4057.58 1824.59 744.212 1139.08 240.816 1080.38
internal_count=153299 71759 64362 19260 45102 81540 39136 7397 36768 42404 15264 7150 2368 27140
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=15
num_cat=0
split_feature=68 179 159 158 76 44 85 124 106 179 96 111 9 67
split_gain=212.159 126.084 103.757 103.654 87.7629 55.5866 105.514 65.3925 37.0756 27.009 27.9045 24.6373 18.9157 10.0877
threshold=-0.012647143121177767 1.0027724477821058 0.16041498025166526 -0.35022883099593022 -0.41785117183306786 0.37791772791587347 -0.23628324612836185 -0.30753928193219598 0.43030436818490442 -0.02893744257588108 -0.0040857792470486163 0.073555008104781869 -0.31644357959006147 0.00090112131413631988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 11 10 -10 12 -1 -11
right_child=1 5 3 -5 -6 7 -8 -9 9 13 -12 -13 -14 -15
leaf_value=0.38256456146399426 0.070290556309006685 -0.89990840668807204 -0.070928275700066018 0.010936447204391155 -0.026583226991961029 0.036583193031202596 -0.13189767995178148 -0.05771049195408047 -0.068747226935969283 0.10523356169601678 0.10233336670259263 -0.075548938040595703 -0.0074013339048582365 -0.022695318610626975
leaf_weight=1.2834557604510326 100.34889896959066 1.9220891818404222 158.14703000802547 7025.6117882977705 1373.9731641896069 91.222567986696959 25.808507277164608 379.56224855151959 54.826445507700555 24.053869270021096 11.540827627759425 487.28570263390429 40.309845169831533 8.2876144433394057
leaf_count=100 378 11 3939 62357 13804 602 286 3283 540 75 120 66922 852 30
internal_value=0 0.00135921 0.00417495 0.00913423 -0.0199896 -0.0475438 -0.185131 -0.0394395 -0.0587427 -0.00248175 -0.0389974 -0.0692432 0.00463195 0.0724514
internal_weight=0 9156.6 8658.08 7183.76 1474.32 498.515 27.7306 470.785 627.588 98.7088 66.3673 528.879 41.5933 32.3415
internal_count=153299 84660 80478 66296 14182 4182 297 3885 68639 765 660 67874 952 105
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=15
num_cat=0
split_feature=157 73 117 103 72 179 178 115 76 52 13 10 110 37
split_gain=166.13 130.763 130.842 128.71 89.9042 82.7347 79.6773 67.1323 59.0975 52.1396 21.7703 26.4894 12.5602 9.93369
threshold=0.015075745245285321 1.0000000180025095e-35 2.8889006862602673 -0.018906111398003734 0.75382771080821576 -0.13432778876613097 -0.075568023543672563 -0.17614075832337678 -0.15280128853001795 -0.062078237220093632 0.18344184574863734 1.6858103660064929 -0.59654628409464938 1.1045049187232316
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -4 -1 -3 9 -5 -2 11 -9 -11 -12
right_child=7 2 4 8 -6 -7 -8 10 -10 12 13 -13 -14 -15
leaf_value=-0.028813696810159991 -0.063568310657901833 0.00084459469451019723 0.0090526271980343395 -0.10731546265297412 0.080993627898873169 0.018296413602243471 -0.029423826283553473 -0.045739599911471071 0.051532738174089425 -0.081447997470019184 0.91723101100380688 0.11534668399557413 0.081800332210744967 -0.078483383650730446
leaf_weight=540.26443855371326 44.000364129198715 1526.4190393851604 927.64684864867013 23.9645828937646 213.73468811763451 1202.55870143231 2021.2944684444228 440.77368113119155 1032.4472376848571 5.0248399388510725 0.10023175459355016 10.450386165641246 75.94440142007079 265.19175263715442
leaf_count=6439 1782 9921 8101 310 2377 11703 24271 23148 15337 79 21 136 1761 47913
internal_value=0 0.00328409 -0.0069259 0.0203872 0.0225243 0.00369257 -0.0164007 -0.0435784 0.0479293 0.0240537 -0.0553743 -0.0420088 0.0716694 -0.0781072
internal_weight=0 7488.33 4689.1 2799.23 1141.38 1742.82 3547.71 841.486 1056.41 124.97 716.516 451.224 80.9692 265.292
internal_count=153299 78459 44670 33789 10478 18142 34192 74840 15647 3622 71218 23284 1840 47934
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=15
num_cat=0
split_feature=97 90 176 106 118 151 2 58 69 118 151 145 118 82
split_gain=121.023 92.9336 134.973 93.3859 172.644 90.7465 85.3338 50.9371 36.5664 27.1774 16.9704 15.6975 4.71108 31.2704
threshold=-0.0079695016682487015 0.0010683905047607124 -0.11168689043384748 -0.060105263974468012 0.17655233509524082 -0.24740850991680355 -0.18730681756480325 1.322375623318685 0.11355108478924815 0.8162731807895397 -0.19476418005487225 -1.0000000180025095e-35 0.58468701284484403 0.058956095643576928
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 6 -5 -4 -3 -2 12 10 -10 -11 -1 -14
right_child=1 3 5 4 -6 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.079627335683822062 -0.086388006171758291 -0.0047954424854261962 0.12020744419115824 -0.044478663152682958 0.0056685306890110025 0.03104766379246925 0.024783808241012555 0.77020780854352755 0.076636062879548772 -0.08187336934688888 -0.066285739316558276 0.53873736878801082 -0.08589487377762417 0.30409856661474799
leaf_weight=245.85149289935362 88.888341435114853 2258.2169659136562 147.49161363800522 1202.8412195193814 1599.3782356311567 505.0426836903207 1716.8011808429146 0.69966087583452363 17.760051762103103 0.54950444528367404 15.610294552519916 1.5777785517275322 12.523735554656012 2.4597946201683945
leaf_count=58428 4041 16491 2846 22571 12014 18113 14606 15 524 71 1395 6 2048 130
internal_value=0 0.00180269 0.0353985 -0.00187612 -0.0158569 0.0512004 0.00797977 -0.0796982 -0.0633506 0.0318708 0.00977876 0.378426 -0.0763096 -0.021871
internal_weight=0 7519.36 742.122 6777.24 2802.22 652.534 3975.02 89.588 296.333 35.4976 33.3703 2.12728 260.835 14.9835
internal_count=153299 90697 25015 65682 34585 20959 31097 4056 62602 1996 1919 77 60606 2178
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=15
num_cat=0
split_feature=130 13 85 76 92 92 119 148 90 16 16 10 55 86
split_gain=56.8938 110.417 181.114 76.602 100.437 76.9275 85.3225 78.7867 64.03 63.7376 49.7664 40.1002 2.02037 0.00134388
threshold=0.78311061106927837 0.3186654485392923 -0.015895631610733232 1.2379185703006073 0.73573881559512655 0.20748157595627861 0.1577322289262291 0.045400160050977835 1.4359388062563345 0.3370335856445007 -0.16647237661723005 -0.28500247710456361 -0.14680189568885299 -0.027392238220196846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 13 5 10 7 -7 -1 -6 11 -5 -2 -11 -3
right_child=1 2 -4 4 8 6 -8 -9 -10 12 -12 -13 -14 -15
leaf_value=0.0171035145003955 -0.012216884398173714 -0.080751068143744165 1.1069555130812745 0.12405453568123551 -0.035918882564566802 -0.031720091125992896 0.0042598086684548049 -0.0095743326502539736 0.065996471508767612 -0.20139956748607851 0.034896828434778059 0.065424658033769123 -0.10452522912483508 -0.086036067606517275
leaf_weight=2834.5495307160309 88.697862277505919 1.9720601269509646 2.5176479294896117 139.01101393811405 190.40386766567826 1391.533298227936 1252.1685849032365 1816.3832964602625 91.160271504195407 2.3574704229831722 113.90630631591193 266.05355443467852 24.802960165310651 0.63640814158134151
leaf_count=71642 364 176 37 319 1662 14660 9996 51743 1115 8 353 980 234 10
internal_value=0 0.0408964 0.501925 0.0016198 0.0381624 -0.00105769 -0.0146785 0.0066847 -0.00292238 0.0347083 0.0839006 0.0460121 -0.112934 -0.0820405
internal_weight=0 387.038 5.12612 7829.12 534.481 7294.63 2643.7 4650.93 281.564 381.912 252.917 354.751 27.1604 2.60847
internal_count=153299 1809 223 151490 3449 148041 24656 123385 2777 1586 672 1344 242 186
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=15
num_cat=0
split_feature=139 95 45 19 55 21 90 46 156 166 139 64 139 110
split_gain=86.6835 104.689 121.612 92.5598 89.277 82.7939 82.3438 75.0029 69.5939 65.4419 62.2383 50.4313 49.0946 58.086
threshold=-0.033815576643304548 -0.0096639947483924821 0.20082258622767921 0.39674255470334702 -0.06465384474190615 0.019825818017891988 0.073741894065726218 -0.16164534556697144 3.4502206417784564 -0.36669292702839068 -0.39811712214195033 -0.022404996916623381 0.50379429473621107 0.47145409196662752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 5 12 -1 -4 9 -9 -6 -3 -5 13 -2
right_child=4 2 6 11 7 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.057955478467775427 0.012705605756077105 -0.041888397981111131 -0.01789552434352237 0.022204788859967198 -0.081295026309686838 -0.015998592763474883 0.022072877956772152 -0.021366773189951099 0.01140995862253096 0.49203236242336879 0.03950847246914823 0.11238545865601231 -0.033979169902931872 0.081566359607613839
leaf_weight=160.62352197570726 1189.579370199237 98.609035260044038 1067.7276243926026 282.1381610147655 3.1530376698356122 2631.1003451277502 996.57589110219851 3722.3519087417517 784.28790039429441 5.4016170450486225 1983.2149512544274 79.480874776374549 194.69426224450581 136.56001524580643
leaf_count=1134 15612 411 11892 6218 389 24606 6900 54912 6448 63 17401 2057 4117 1139
internal_value=0 0.00815476 0.0185988 -0.00557744 -0.00804288 -0.0117436 0.00139987 -0.0151011 -0.0156627 0.280718 0.035653 0.0420258 0.0129123 0.0197966
internal_weight=0 7299.47 4146.13 3153.34 6036.03 2791.72 2064.3 4515.19 4506.64 8.55465 2081.82 361.619 1520.83 1326.14
internal_count=153299 70619 36604 34015 82680 25740 18792 61812 61360 452 17812 8275 20868 16751
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=15
num_cat=0
split_feature=166 122 41 127 24 119 166 108 127 4 104 29 155 112
split_gain=201.345 106.276 110.038 129.302 68.9001 68.8498 67.4771 54.1632 42.1657 43.63 34.2583 31.0817 29.5276 27.2953
threshold=-0.09832749405265305 0.88504398772415305 0.050069194043632283 -0.27501403795618101 -0.041393302799441166 1.0000000180025095e-35 -0.21751504638791677 1.7570316605911425 -0.032860427859406509 5.8016095912661809 -0.36956165413548969 -0.052103798975631145 -0.4247141091778695 -0.30863037322031767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -4 -1 -8 9 -3 13 -10 -12 -6
right_child=1 8 5 -5 10 -7 7 -9 11 -11 12 -13 -14 -15
leaf_value=-0.084329275656778294 0.022907381034449031 0.0064786161574833037 0.02396619050128132 -0.028874745323439678 -1.0409487712530152 0.0022772884724312666 0.00070745504620622738 0.1418222559909619 -0.42376428807800981 -0.087828246143998548 0.050763211553698687 -0.065829722244734046 -0.066922828339639182 -0.25958488531478791
leaf_weight=85.573614440276287 690.32627052906901 227.99623186979443 2788.3124875763897 1599.6196183946449 0.53195836022496257 3080.7268884284422 208.73271481215488 31.274720624787733 2.4490091055631629 62.505842632148415 22.080394457560033 258.6741790259257 618.73568617319688 2.8018214206676921
leaf_count=12982 7767 1946 23994 42997 6 19275 3739 389 15 507 121 2094 37390 77
internal_value=0 0.00245528 0.00532736 -0.0132645 -0.0455806 0.0125814 -0.00808782 0.0190957 -0.0400252 -0.0138129 -0.0645311 -0.0691867 -0.0628678 -0.384264
internal_weight=0 8710.61 8158.99 2289.95 969.731 5869.04 325.581 240.007 551.625 290.502 644.15 261.123 640.816 3.33378
internal_count=153299 98595 94033 50764 54704 43269 17110 4128 4562 2453 37594 2109 37511 83
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=15
num_cat=0
split_feature=139 151 130 110 72 108 98 41 151 154 31 76 140 68
split_gain=144.73 116.278 84.2938 133.322 67.203 81.701 54.636 36.5536 18.2465 23.1856 35.4557 22.4345 16.0907 11.3573
threshold=-0.13739373242152478 -0.19193404971354541 -0.027955875902248285 0.22096372787149865 0.2159043135538273 1.7724309331228085 -0.037954733458013888 5.5896227341149798 -0.24078987225629991 -0.18669645145708155 0.61800617845676575 0.6204825177633756 -0.039931488779082348 -0.11381686417541721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 7 -6 -3 -2 9 12 -11 13 -1 -10
right_child=1 2 3 -5 5 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.072272713151818255 0.044736117221666608 -0.087029013500054375 0.018051064385836962 -0.017639284264578798 -0.0065326432202354734 0.05420626827051811 -0.020793980224876499 -0.085220030891728568 0.057773578266226006 0.0070224957133576326 0.32307575824730511 1.0563744690114851 0.48386486037922877 -0.076186128867197819
leaf_weight=41.046721371938474 895.02551072067581 137.97136200836394 2186.5944158264901 2007.6443923580227 1042.2608533424791 281.21040833485313 1279.1545046388637 22.180348671041429 6.4664527218556023 26.294646483962428 4.1034004455432287 0.17588688421528687 0.52692548744380374 297.49764416285325
leaf_count=3286 13581 3336 28956 20484 9345 2109 25275 96 512 1044 46 21 11 45197
internal_value=0 0.00153274 -0.00615702 0.000967266 0.0207903 0.00637313 -0.0272426 0.0415935 -0.0619684 -0.0166904 0.0496862 -0.072683 -0.0652239 -0.0733363
internal_weight=0 7852.04 5611.36 4194.24 2240.68 1323.47 1417.13 917.206 376.112 71.9717 30.398 304.14 41.5736 303.964
internal_count=153299 103182 78051 49440 25131 11454 28611 13677 50117 4387 1090 45730 3297 45709
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=14
num_cat=0
split_feature=64 151 79 109 112 77 19 119 103 148 83 102 93
split_gain=121.034 76.9945 114.169 121.7 96.9661 99.5476 87.6784 66.731 25.6298 30.4432 29.0903 12.8736 7.14631
threshold=-0.0052024553264384378 -0.16346259529274368 0.15871740913778726 0.42480840953323223 0.22472156858424025 0.11056893070712125 -0.13112645762693453 0.12425579051602334 0.079751036574281051 0.77259246898443246 -0.11845203544246574 1.7256595002765429 -0.14539549784311526
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 7 -6 -2 -3 11 10 -10 12 -1
right_child=1 4 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.021501761655987019 0.077873901005136428 -0.037351591427392819 -0.034306040210937493 0.024905897675271078 0.044615435802981378 -0.0018164735388078034 0.01098815272610586 -0.0031619490934698723 0.77901275292241456 0.34478799588404768 -0.01875727306022848 0.18845217787350388 -0.07591398962250355
leaf_weight=7.7454704677220425 437.56485820619855 1138.4849113100208 588.35707619215827 846.56042551947758 574.16614501492586 2358.1331549349707 354.98406759777572 1145.0205450549256 0.46311583882197638 2.6211165786953634 35.070200933027081 1.8930192291736592 271.31482799781952
leaf_count=1141 5500 27340 4969 3848 4019 17057 9269 13956 22 23 3826 5 62324
internal_value=0 0.00188951 0.0174529 0.000627315 -0.00475699 0.00727524 0.0479157 -0.0202078 -0.0610033 0.0159007 -0.00835971 -0.0714471 -0.0732102
internal_weight=0 7443.27 2227.47 1434.92 5215.8 2932.3 792.549 2283.51 319.108 38.1544 35.5333 280.953 279.06
internal_count=153299 85958 23586 8817 62372 21076 14769 41296 67341 3871 3848 63470 63465
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=15
num_cat=0
split_feature=152 145 163 5 72 129 72 113 163 42 90 57 31 169
split_gain=53.7166 123.867 95.535 101.687 90.0421 85.558 92.5234 83.1448 81.1342 80.5008 58.2859 52.9422 42.322 29.822
threshold=0.040017845585781503 -0.32826888887140976 -0.27700224694505859 -0.0047549352886769973 0.10871154319256003 1.0153917159429611 0.48329949784874132 0.72358645705701174 -0.1211549441722415 -0.03992110372625636 -0.026115648523715933 172.58041038268672 0.010023655609732989 -0.10500916567595427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 10 9 -4 -7 12 -9 -2 -1 -5 -3 -6
right_child=1 7 5 11 13 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.061688493117165427 -0.0882328592994997 -0.034582547916169763 -0.051179886045521185 -0.058869737272507522 -0.037679360553407149 0.029715261437264714 -0.0058769263670479972 -0.038472152666037152 0.071100185103632738 0.31618731328109834 0.0097269758852699742 0.16455897733566707 -0.0059729448132924065 0.082933995021072238
leaf_weight=126.40616763744038 6.1280534241814193 1100.548445881228 174.84485650487477 417.68487649480812 32.315925772301853 2783.1636334135546 990.2281116056256 101.08556169969961 203.86453493067529 25.00708969309926 1191.5211725078989 10.88162411842495 975.2626393128885 56.063615540741012
leaf_count=6505 116 39386 11036 4201 359 39233 10054 411 1940 75 13936 70 25651 326
internal_value=0 -0.00899139 0.00859183 -0.0108825 0.0903501 0.0172063 0.020375 -0.0139784 0.0347789 0.236589 0.00287731 -0.0531967 -0.0211411 0.0388318
internal_weight=0 2500.28 5694.73 1746.49 119.515 3948.24 3773.39 2380.76 304.95 31.1351 1317.93 428.567 2075.81 88.3795
internal_count=153299 68264 85035 24712 876 60323 49287 67388 2351 191 20441 4271 65037 685
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=15
num_cat=0
split_feature=151 101 139 95 139 14 151 154 1 154 154 1 152 28
split_gain=76.5704 178.241 67.3858 94.7471 108.619 90.0378 87.5752 78.5094 57.7673 35.1124 31.3418 30.4061 31.068 28.2713
threshold=-0.32686671571040238 -0.20896537405511809 0.10968279899896563 -0.0096639947483924821 -0.42802768625155357 0.1446694950009543 0.19526276348405661 0.16281072818457704 0.34291864256750709 -0.30771354186244132 -0.23203942521642293 0.90023395006137463 -0.41940536013297508 23.354075878943519
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 7 -5 6 -4 -2 -7 -1 -11 13 -13 -3
right_child=2 11 5 4 -6 8 -8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.08434006440189247 -0.012253702913283586 -0.05750261289651501 -0.018114891989612664 -0.06158736278114757 0.017258440294388677 -0.10166604996671605 0.015792043418642657 0.03028794056776328 0.11153552752524826 0.37009158611722975 0.15050112478583741 -0.028415249648818326 0.32780657194004093 0.1740326490336703
leaf_weight=3.975237348116937 3001.4258779392112 477.91609661455732 2128.8719926418271 180.41680538095534 5536.5781035744585 145.15075512602925 1186.1554774479009 507.09543344937265 13.928185999393461 10.450125526636841 17.194158408790827 5.8486065771430731 4.2112602172419411 5.332485985942184
leaf_count=56 27067 9355 39870 2658 48158 811 10791 14112 102 55 81 49 41 93
internal_value=0 -0.0366129 0.00236115 0.00683123 0.0147702 -0.00950917 -0.0059826 -0.00610505 -0.0829991 0.19355 0.233511 -0.0513656 0.120706 -0.0549477
internal_weight=0 524.928 12699.6 9225.52 5716.99 3474.11 3315.03 3508.52 159.079 31.6195 27.6443 493.308 10.0599 483.249
internal_count=153299 9730 143569 91995 50816 51574 50661 41179 913 192 136 9538 90 9448
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=13
num_cat=0
split_feature=166 66 76 24 133 58 76 53 11 136 13 32
split_gain=180.397 101.486 101.997 89.6736 105.49 65.9193 41.6299 35.637 13.0089 18.681 10.1496 7.17429
threshold=-0.16844114950789188 3.0108219184239267 -0.41785117183306786 -0.047197896753159843 0.041608381042700142 0.017399768070087002 -0.41785117183306786 0.023769679243083253 -0.18503940195050803 0.072208681904449776 0.35139164144013058 0.26331947789849225
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 11 5 -5 -3 -1 -4 10 -10 -8 -2
right_child=1 3 7 4 -6 -7 8 -9 9 -11 -12 -13
leaf_value=0.20526983874069302 0.10371024003223708 -0.012792289402728446 -0.072838282773140237 -0.045766464164607792 0.0024113346377968681 0.030830018702710946 -0.079452730002623706 -0.026508547222606618 -0.028221903061150619 -0.086484511153324117 -0.19239154310480688 -0.0035532367489035338
leaf_weight=5.7144563198089591 58.49943869933486 432.69958722393494 212.72791851614602 496.3464057338424 5388.6749054313404 1737.1787697206018 214.39054235839285 756.29285552026704 147.71894309332129 87.708573315525427 8.2639318115543556 6.9795173127204171
leaf_count=10 173 6481 23952 3308 54667 13325 36086 6378 5788 3038 70 23
internal_value=0 0.000968067 -0.0285169 0.00475486 -0.00165201 0.0221312 -0.0629698 -0.0366793 -0.066316 -0.0499277 -0.0836445 0.0922768
internal_weight=0 9089.4 1034.5 8054.9 5885.02 2169.88 463.796 969.021 458.082 235.428 222.654 65.479
internal_count=153299 108307 30526 77781 57975 19806 44992 30330 44982 8826 36156 196
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=15
num_cat=0
split_feature=157 159 116 47 31 166 116 52 37 127 160 157 8 76
split_gain=137.59 81.324 89.4834 85.6493 83.7401 48.8375 46.0319 43.7668 23.061 20.4219 18.5273 15.1872 20.5782 13.0031
threshold=0.015075745245285321 1.7644301293179727 0.024984836425762862 0.50447213294920401 -0.011842169545892652 0.28459592273448525 -0.17770480286280307 -0.062078237220093632 407.81821247784728 0.011200880031023449 -0.22684958184035306 0.14693498725624665 1.9866849850622028 0.52225535767894415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 8 7 -2 -3 -7 -9 12 -8 -13
right_child=6 5 3 -5 -6 9 11 10 -10 -11 -12 13 -14 -15
leaf_value=-0.0017459640330977234 -0.07197623593037171 0.14183316799935267 -0.027163732257571755 0.025366116765640597 0.023581770222142296 -0.021559236953084301 -0.040944915760167178 0.10089363782750545 0.38607365799894727 0.14230151410314168 0.0066680047565082778 -0.069246907991381085 0.11276328313743195 0.12993373330867633
leaf_weight=3192.7173984830733 39.501550899934955 6.9060739330016068 1531.8084673237754 389.27150093368255 2208.2815769580193 15.034104466438295 322.00885198754258 43.555836631916463 8.7814639336429519 15.393416764680294 40.060836229356937 321.79003337980248 8.9520218803081644 3.3113127796677864
leaf_count=30269 1779 86 20547 5779 20849 500 17259 516 83 346 1424 53460 133 269
internal_value=0 0.00285032 0.00201657 -0.0165195 0.00860967 0.135231 -0.0413376 0.01477 0.278552 0.0613386 0.05575 -0.0518668 -0.0367873 -0.0672182
internal_weight=0 7368.19 7322.08 1921.08 5401 46.1151 779.18 123.118 15.6875 30.4275 83.6167 656.062 330.961 325.101
internal_count=153299 78459 77444 26326 51118 1015 74840 3719 169 846 1940 71121 17392 53729
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=15
num_cat=0
split_feature=64 90 67 136 145 165 19 167 103 83 8 63 0 71
split_gain=109.058 76.9872 109.987 102.527 99.9438 68.7446 66.5654 35.2595 20.3544 15.1495 23.0142 13.1315 11.0152 7.00449
threshold=-0.0091970151936241838 0.0010683905047607124 -0.083642495736145642 0.1392760170582111 -0.30332301115026378 0.41018267224517019 -0.065343713127818517 0.21889877726691145 0.079751036574281051 0.021690923905087593 -0.017755788283326784 0.099777403823230873 0.6967952357494811 -0.21359154426456745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 5 -5 -3 -4 -2 12 10 -10 -11 -1 -14
right_child=1 3 6 4 -6 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=0.15309331275388058 -0.094536101205711737 -0.011695605569252355 0.071613085360722029 0.069789292548460627 0.0023998655511560957 -0.0582152819676943 0.0093646018555048564 0.77987356803113805 -0.080801074838959125 -0.069370458129478674 0.35903542634172841 0.08261838882486805 0.011730438848325864 -0.080402874090976281
leaf_weight=2.1015670191263771 68.705750908819027 1390.9192771618837 381.28665953106247 231.06121479952708 4628.9944830345921 411.68317240988836 312.65089991537388 0.46427110629156132 2.0556470291339792 17.003596837574154 2.8238247898407307 8.5392631214344856 8.5769257455831376 217.61160637479043
leaf_count=26 4101 21630 9516 941 32224 9631 14536 45 480 2765 124 71 1405 55804
internal_value=0 0.00149487 0.0315812 -0.00195107 0.00560376 -0.0223199 0.0435673 -0.088667 -0.0645525 0.012284 0.173739 -0.0185589 -0.0747919 -0.0769092
internal_weight=0 7425.77 763.108 6662.66 4860.06 1802.6 693.938 69.17 258.712 30.4223 4.87947 25.5429 228.29 226.189
internal_count=153299 92624 28198 64426 33165 31261 24052 4146 60675 3440 604 2836 57235 57209
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=15
num_cat=0
split_feature=33 97 135 85 157 121 148 2 137 121 56 139 129 152
split_gain=53.0152 64.5209 80.0959 66.1486 58.1091 71.8038 61.4996 52.058 51.9178 56.6334 46.3851 41.7641 41.811 32.6225
threshold=66.965013148113641 0.23049387765147769 0.33203815226334016 0.11015300820020449 -0.34498287055612975 -0.063694915598899476 0.18162476091903837 -0.24083652353517782 0.52377365417578059 0.0031461620623286809 0.10907285130266133 0.72100387949454459 1.0196689574145028 -0.019009334100332929
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -6 -4 9 10 -2 12 -10 -11
right_child=8 4 7 -5 6 -7 -8 -9 11 13 -12 -13 -14 -15
leaf_value=0.027009360913276444 -0.016390933016846878 -0.014638665882481966 0.10481486418522486 -0.0018266076138361927 -0.038850363291145953 0.037504236693272706 0.018827503305941094 0.018899452091757748 0.010120991762940302 -0.018838344906737806 0.025252571389486278 -0.087746193883986481 0.077034242732654426 -0.05669355239538279
leaf_weight=1569.2768901849631 717.27446334226988 546.86303549213335 162.55031079915352 1613.4165673812386 696.78520255140029 510.74358339421451 251.62302223150618 124.57395190862007 441.8948276990559 572.44887894240674 426.53072721784702 35.39243494020775 118.40421339403838 377.95207669405499
leaf_count=39985 20621 2413 621 11533 7695 4432 2565 820 4723 21305 5834 338 584 29830
internal_value=0 0.00870131 0.0169548 0.0123914 -0.00557485 0.0105424 -0.0235478 0.0675389 -0.0084424 -0.0158519 -0.00086186 0.0176065 0.0242613 -0.0338925
internal_weight=0 5475.83 3469.82 3182.69 2006.01 1057.61 948.408 287.124 2689.9 2094.21 1143.81 595.691 560.299 950.401
internal_count=153299 70064 52959 51518 17105 6845 10260 1441 83235 77590 26455 5645 5307 51135
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=15
num_cat=0
split_feature=0 152 140 75 118 148 85 143 90 130 85 1 33 115
split_gain=61.5971 88.8424 82.0244 70.583 57.8305 95.7421 65.7999 44.9096 42.3755 40.0857 37.3618 41.4624 32.1981 21.694
threshold=5.2731292818623547 0.0138068776467718 -0.066741932527110137 0.003132990060116882 -0.16946259942767786 0.55363436542442657 0.50686425237260635 -0.075768114972748518 0.070473034827843437 -0.13286667549591016 0.86474784186325826 -0.059093040037111515 7.9213441383980703 0.0052699212664919929
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 -2 -6 -3 -1 -4 11 -5 -9 -12
right_child=3 7 9 10 6 -7 -8 12 -10 -11 13 -13 -14 -15
leaf_value=-0.012250019864607629 -0.02388363139748622 0.051645383048500575 0.0084390951428552682 0.069426185500574222 0.0090480218735415809 0.3014129454582159 -0.059578709643586851 -0.058138600937056785 0.034991273224120233 -0.034760991882695873 0.031695222817845932 0.022577324834178878 0.0034609570590030956 -0.12332769327006361
leaf_weight=435.1331145898439 874.97192536084913 191.30335218436085 242.91749470506329 271.7853008301463 5046.8780607245862 9.1423583142459375 143.6914950767532 87.35083192307502 336.87791965110227 1855.2049290905707 14.609990859404204 619.52963624289259 2969.1530280318111 23.623193357139826
leaf_count=3703 10955 2211 5146 2235 46732 107 787 2989 2487 40406 97 10140 25202 102
internal_value=0 -0.00668587 -0.0195048 0.00704823 0.00312139 -0.0205198 0.00714822 0.00464239 0.00836439 -0.0297594 0.0327105 0.0368628 0.00170052 -0.064089
internal_weight=0 6117.94 2870.13 7004.23 6074.68 884.114 5190.57 3247.81 772.011 2098.12 929.548 891.315 3056.5 38.2332
internal_count=153299 82144 51742 71155 58581 11062 47519 30402 6190 45552 12574 12375 28191 199
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=15
num_cat=0
split_feature=68 118 128 131 114 21 151 149 111 122 67 113 45 35
split_gain=166.933 119.019 92.5336 76.2998 64.3402 62.0406 57.5305 45.0061 35.7925 36.0316 20.569 15.9134 6.19211 4.72271
threshold=-0.012647143121177767 -0.16946259942767786 0.038234270001980472 0.080534411225009803 8.5515156478523711 0.01667496494690077 0.22311626544341065 0.49975255368878185 0.13844521696996182 0.061703912776908135 0.1311022417090891 -0.21485655029924525 0.3299917834829002 1.6583035146144343
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 6 -4 -2 -6 9 10 -1 -11 13 -10
right_child=1 2 5 -5 7 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.028247935245729203 -0.059176741939627235 0.003100298098201964 -0.16572057535795989 0.14331547446394607 0.044547666526480699 -0.017793980862947974 0.0444184350887879 -0.12023863498773124 -0.077295873941378171 0.21550086672606028 -0.13903994917329546 0.038839023478709149 0.25930322981027415 0.20462706407834808
leaf_weight=175.55876803473802 134.12333832564764 5296.2650396681856 28.697672993177548 39.095567361218855 961.20055751362815 2353.5342379255453 89.297230882802978 16.864888677606359 328.91337068646681 7.0389109668321934 18.525187260704115 18.500304113491438 0.54909979179501434 0.59527301788329978
leaf_count=6529 1472 44367 170 158 11321 26172 802 198 61524 30 196 355 4 1
internal_value=0 0.0013689 -0.00318902 0.00412774 0.0306461 -0.019576 -0.0177716 0.0417062 -0.055412 -0.0241299 -0.038823 0.0875291 -0.0762274 -0.0767866
internal_weight=0 8919.08 7717.59 5335.36 1201.49 2382.23 223.421 978.065 549.681 219.623 194.084 25.5392 330.058 329.509
internal_count=153299 84660 70867 44525 13793 26342 2274 11519 68639 7110 6725 385 61529 61525
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=15
num_cat=0
split_feature=115 169 44 8 11 151 2 45 2 36 19 38 79 118
split_gain=128.227 121.282 85.0454 85.9917 77.3355 76.0904 66.5546 65.979 53.4265 54.9896 44.0929 41.8125 30.8079 29.1365
threshold=0.036306241928953563 0.041040124006564878 -0.12635562194855757 -0.29348280067901139 0.14000397654089108 -0.12347238144425399 -0.14065224519306244 -0.22733170113209225 -0.29077293562932233 1.6229475283956409 -0.17848858121408837 5.6069639203130208 1.0432520363953524 0.11764534050858701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 6 8 -3 -1 9 -2 -10 13 -6 -7
right_child=5 4 3 -5 12 11 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.049928149564511068 0.12978204173222788 0.052606128930899609 -0.050379567222753489 -0.0017208232553823895 0.11205773525115442 -0.061662698057548232 -0.0087098570275758545 0.033001926288248155 -0.031041386645763381 -0.056221430161605052 0.028909809946609372 0.07193928667752171 0.44011500582794155 -0.028056386990295397
leaf_weight=106.27145502984058 17.148087380453944 469.02086543687619 401.77579531550873 3781.8048657269683 101.41032807319425 525.59009427798446 284.34374351985753 986.42822853091639 166.13103593757842 217.36896732356399 469.05298946273979 31.417050651507452 2.9457650533877304 506.69820878398605
leaf_count=1090 92 3973 3875 60692 1200 34215 3409 12940 6956 2107 8535 529 28 13658
internal_value=0 0.00576395 9.45716e-05 -0.00639383 0.0406392 -0.0237701 0.0294635 0.0249365 -0.0018305 -0.0426207 0.0132297 -0.0417083 0.121318 -0.0451671
internal_weight=0 6134 5276.28 4183.58 857.721 1933.41 753.365 1092.7 869.701 234.517 635.184 1063.71 104.356 1032.29
internal_count=153299 87207 78597 64567 8610 66092 7382 14030 17690 2199 15491 48402 1228 47873
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=15
num_cat=0
split_feature=64 118 90 103 151 112 70 103 4 118 76 98 102 93
split_gain=98.8173 71.117 77.1208 92.2977 74.4916 32.499 37.8645 19.2088 16.9788 15.9715 17.7956 14.7954 10.5285 7.93263
threshold=-0.0091970151936241838 0.7062383813982277 1.4359388062563345 1.8183663498983231 -0.10357948728857523 -0.18831647466482751 -0.04972242652587635 0.079751036574281051 3.2932214740485439 0.56707694429931366 0.0018055798318784763 -0.17842897215756195 1.7256595002765429 -0.14539549784311526
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 8 -7 12 -3 11 -11 -9 13 -1
right_child=1 5 3 -5 -6 6 -8 9 -10 10 -12 -13 -14 -15
leaf_value=0.024102155339859765 0.014355824427790129 -0.063728765116946015 -0.060182264400004286 0.072193703517479987 -0.0084415896570756311 0.20603846082834215 0.029736453191758907 0.25615247146945586 0.039845120230645854 0.46492122538867364 0.061549561148727096 -0.048105296479271697 0.15241928676813229 -0.080275068323652554
leaf_weight=7.5547015320044002 2385.1195514115971 56.769996221875772 389.19331808388233 60.914988098666072 3591.6172964120051 12.353712504263965 876.33796994568547 1.7252006479539037 21.945736590772867 1.4275524212280277 4.6768292785272934 21.717776311037596 2.0286901220679274 201.16109703067923
leaf_count=1140 30858 433 2294 295 52844 80 5736 81 84 11 202 3146 5 56090
internal_value=0 0.00145486 -0.00235006 -0.0422673 0.00065611 0.0267323 0.0321872 -0.0637067 -0.0348526 0.0118024 0.155881 -0.0257146 -0.0742934 -0.076497
internal_weight=0 7394.25 6426.85 450.108 5976.74 967.407 888.692 240.292 78.7157 29.5474 6.10438 23.443 210.744 208.716
internal_count=153299 92624 86291 2589 83702 6333 5816 60675 517 3440 213 3227 57235 57230
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=14
num_cat=0
split_feature=120 168 8 11 96 135 161 177 118 177 154 66 126
split_gain=49.0437 54.8026 79.6 98.9628 88.6164 72.7738 84.7321 53.6332 19.9967 15.5647 23.7432 6.52857 3.83322
threshold=0.1247882782713781 5.5691116791339441 -0.13029912443863953 -0.34836190251388338 0.42627190495168582 0.38709849154730069 -0.19746425219500863 0.86912865876580081 -0.26118911356024471 -0.034626457053168913 0.29998853394211217 2.2385494085246744 0.93341720623493118
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 12 11 -11 -10 -1
right_child=1 5 4 -5 -6 7 -8 -9 9 10 -12 -13 -14
leaf_value=0.28211482763177936 0.026711930711386514 0.0084268377819043516 0.03991391924180155 -0.020299513344917596 -0.0069116087131991383 0.0057184185734378097 -0.027325437049261738 0.058261884911814776 -0.091018823482018105 -0.045903583261161451 0.14659581847631917 0.14962792940751005 0.084970767879560108
leaf_weight=1.6029089100193221 726.40068430872634 1085.128209993476 1404.3291453479324 1167.421389019466 567.46955661918037 1117.6221525015426 1703.581986655714 235.13745047128759 85.031086251139641 46.23847472621128 7.4380875490605822 1.1424946510232974 2.5637384545989335
leaf_count=21 11037 10445 27894 15676 2345 12975 65599 3100 3467 607 87 14 32
internal_value=0 0.00381153 0.0123746 -0.00226765 0.0264379 -0.00418121 -0.0134137 0.0148516 -0.0550669 -0.0614987 -0.0192285 -0.0878283 0.160812
internal_weight=0 8007.09 3865.62 1893.82 1971.8 4141.47 2788.71 1352.76 144.017 139.85 53.6766 86.1736 4.16665
internal_count=153299 149071 56952 26713 30239 92119 76044 16075 4228 4175 694 3481 53
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=15
num_cat=0
split_feature=74 139 151 67 136 151 134 140 4 107 140 149 156 52
split_gain=64.7594 75.5302 150.662 83.4292 71.6958 53.4727 51.9015 44.5822 43.7278 39.7547 30.9305 26.678 18.1099 0.00459819
threshold=-0.22370394526182671 -0.017917658984553244 -0.051856542007341008 0.027732003839248179 0.021511684307571822 0.2863399220764084 -0.0013075160916066356 -0.51079685202511393 -0.19414863732186025 0.4414659015909756 0.68849517659229542 0.14763375600855957 2.5188017701950352 0.14936802570029925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 8 6 -5 -4 -2 9 -3 -1 11 -9 -12 -11
right_child=1 2 5 4 -6 -7 -8 10 -10 13 12 -13 -14 -15
leaf_value=0.40902482473315055 0.021212111541560819 0.10983030419374469 -0.0039537181603534807 -0.0058694820007461831 0.016548166455216413 0.021310527922392186 0.069730588430319693 -0.042151891920347989 -0.034380937049462261 -0.091241405030776754 -0.2201983893165359 0.0028134373772428865 -0.80784888150094769 -0.081804741563412789
leaf_weight=4.3263392001390448 852.59113166877069 21.311258754925802 2624.884001897648 3158.0584309224505 2602.1433525364846 1230.4793629813939 297.38019801490009 502.52720322168898 1571.4420318113407 0.70672845840454135 2.4335982931079339 178.92604208912235 0.66846452653408039 1.9168987954035399
leaf_count=24 19109 1113 22930 23455 20706 14006 5062 7090 37254 3 168 2311 2 66
internal_value=0 0.0022255 -0.00657895 0.00916711 0.00425758 0.00410963 0.0337589 -0.0292213 -0.0324514 0.222776 -0.0317797 -0.0303456 -0.346831 -0.0843467
internal_weight=0 12358.3 5448.12 6910.17 5760.2 3855.36 1149.97 691.505 1592.75 6.94997 684.555 681.453 3.10206 2.62363
internal_count=153299 143635 75303 68332 44161 36936 24171 9664 38367 93 9571 9401 170 69
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=15
num_cat=0
split_feature=166 118 26 116 41 177 173 143 133 34 103 177 135 116
split_gain=160.039 96.4003 86.8865 82.8163 79.5818 93.3886 89.7297 68.3358 49.8382 49.3892 44.5841 24.2545 27.9404 19.3745
threshold=-0.080249209685161957 -0.15134909114449366 -0.023502012707376802 0.0096473036121269094 0.032810480270692083 0.86912865876580081 0.19110028635138601 0.088346547140485038 0.039996367547678567 0.027381013836911317 0.91213702067114599 0.11148020859693285 0.0013222750921396125 0.9862582068822755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 -1 6 -6 -3 8 -2 -5 -9 13 -13 -4
right_child=1 4 11 9 5 -7 -8 10 -10 -11 -12 12 -14 -15
leaf_value=-0.082955793983199716 -0.049147362127661028 -0.041842247883595585 -0.081570681397660369 0.21775029957153011 0.0071789605337105704 -0.033829014651522542 0.025034922217354733 0.060389078596913781 0.019624389992955075 0.013130883802669663 -0.17102744397804084 0.026394216627714514 -0.055036531448299411 0.096723449177087834
leaf_weight=100.57007053575944 121.59126505756285 862.53919318050612 360.79530134168454 12.254224478267131 5182.3275819761911 621.99013332882896 261.4303592746146 491.15463621611707 790.17635852354579 315.52924011962023 8.4686794062145037 52.608674869639799 211.67155743401963 6.1994700657669446
leaf_count=17459 1140 34905 33950 550 34288 5165 1908 7984 9922 2185 248 333 3218 44
internal_value=0 0.00292092 -0.0383371 -0.00357492 -0.00193169 0.00278455 -0.0262869 0.0267416 0.0104531 0.0207806 0.0564665 -0.0619251 -0.0388266 -0.0785588
internal_weight=0 8339.68 1059.63 428.354 6928.29 5804.32 1123.97 1411.39 911.768 327.783 499.623 631.275 264.28 366.995
internal_count=153299 95560 57739 20194 76266 39453 36813 19294 11062 2735 8232 37545 3551 33994
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=15
num_cat=0
split_feature=139 16 106 66 97 165 111 166 145 167 152 116 151 20
split_gain=119.345 94.9702 100.119 97.0071 89.4494 78.7082 39.8984 39.1222 26.7958 30.5929 26.6107 25.8997 24.2504 23.5087
threshold=-1.0000000180025095e-35 0.33167618368313623 -0.2224434770443415 0.91056780308605567 0.027159561537501351 0.15006802172905115 0.4768027356258428 -0.36228892575610244 -0.26246046621602276 -0.36219745787646385 -0.15115670689762714 -0.18900667639382376 -0.070319204690944839 0.014186298333195594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 8 7 -3 -1 -10 -8 13 -13 -7
right_child=1 6 3 -5 -6 11 10 -9 9 -11 -12 12 -14 -15
leaf_value=0.067515751196682822 0.037418326645788036 0.081503796407623938 0.041438396483767535 0.00050127374465740193 -0.04454353892034385 0.089413990611851124 0.11104168318772618 0.012521833379408874 -0.12637488648829401 0.0056094108933255928 -0.028078611902902631 -0.035705382016628505 -0.071804985087621967 -0.052461115496198675
leaf_weight=65.427317894995213 161.45965206623077 108.01843111729249 659.27987960423343 4745.0503527747933 759.52553663193248 25.210900796111673 107.31464897328988 344.17286354163662 18.979315623641014 235.19160577480216 15.769512895727528 391.37660110346042 354.76329620828619 21.759792526368983
leaf_count=1214 2169 2611 9029 50556 8054 312 755 2727 50 6172 146 18646 49135 1723
internal_value=0 0.00383951 0.000301592 0.00549524 -0.0301746 -0.0314523 0.0427399 0.0290001 0.0104448 -0.00424605 0.0932176 -0.0483355 -0.0528695 0.0236885
internal_weight=0 6900.59 6325.32 5404.33 920.985 1112.71 575.275 452.191 319.598 254.171 123.084 793.111 746.14 46.9707
internal_count=153299 76047 69808 59585 10223 77252 6239 5338 7436 6222 901 69816 67781 2035
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=15
num_cat=0
split_feature=26 72 87 118 168 110 93 8 148 96 96 28 0 21
split_gain=89.2682 69.3569 87.7839 91.1686 80.8519 36.7899 42.2979 26.1223 20.6098 10.9666 6.1177 50.411 5.96212 0.00186883
threshold=-0.041009621030747671 0.97604482072419496 0.30747618891174838 0.044800987398946827 24.506960416954573 0.36237457367297987 0.23458600095805873 0.33172934058531817 0.77259246898443246 0.039649732989201984 -0.10277783242062286 -0.044243707698714267 0.6967952357494811 0.3333930478429537
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 10 13 11 -1 -12 -10
right_child=1 5 4 -5 -6 7 -8 -9 9 -11 12 -13 -14 -15
leaf_value=-0.058628782504628919 -0.016157882722339933 -0.0029245620244837019 0.056086997550822984 0.009476006129155598 -0.012848789116678165 -0.016199252722320735 -0.068975585546307547 0.061717772740568437 -0.080795206444864029 0.2397635203517956 0.12932554516077124 0.87452128779532501 -0.081706376556890448 -0.092628911463799674
leaf_weight=8.7756977643002738 2216.5174123275792 145.76516813668422 559.0688578337431 3709.3287850218476 244.56448911689222 187.19754374865443 289.52210057154298 55.869145270437002 1.430136173730715 3.231150368694216 1.3496717371745024 0.61981317447498341 165.66725766580203 0.1471881866455077
leaf_count=1510 55341 644 8065 44299 1534 787 1044 445 279 18 9 6 39317 1
internal_value=0 0.00102175 0.00409386 -0.000112154 0.0351082 -0.0294545 -0.046857 0.00171006 -0.0700165 0.134248 -0.0755842 0.00293027 -0.080001 -0.0818995
internal_weight=0 7407.83 6729.48 5925.85 803.633 678.354 435.287 243.067 181.221 4.80847 176.412 9.39551 167.017 1.57732
internal_count=153299 112159 109239 99640 9599 2920 1688 1232 41140 298 40842 1516 39326 280
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=15
num_cat=0
split_feature=10 137 176 1 161 119 34 8 76 34 130 41 89 80
split_gain=49.3634 78.8418 75.2368 81.1188 99.3343 80.2817 78.8429 98.315 75.1875 69.6266 51.5855 50.5514 47.6595 65.5289
threshold=-0.016431489743410396 0.44028544157689625 -0.038691579643643358 -0.12200493762161367 -0.23866238322339153 -0.29203950328075151 -0.019932503958874758 -0.044396424000814075 0.031417893407012648 -0.20231757263734382 0.78311061106927837 -0.096991271485299041 0.38331277611721665 0.92649108595874752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 5 -5 -1 7 -4 -8 11 -11 -2 -3 -14
right_child=1 12 6 4 -6 -7 8 -9 -10 10 -12 -13 13 -15
leaf_value=0.054161823706182388 -0.12271578970448078 0.039779668379697215 0.077934635071080047 0.056691282714233487 -0.0069967397856572676 -0.014244224623778907 0.030060464047135985 0.011251299290267872 -0.021979547431987493 -0.034176138400231447 0.066387182697794644 0.17339085839393659 -0.026776122883772898 0.035684051497903699
leaf_weight=183.94405053555965 7.2589528346434227 365.52135661477223 455.29747825895902 475.46531778469216 505.0135404689936 2549.2306400893722 590.04848387325183 429.82837353390642 524.35520956257824 1214.0664460951812 53.246339949662797 28.02315719705075 469.76810869644396 261.45126673323102
leaf_count=1206 48 4453 3606 6210 13060 28646 10606 3943 4453 66969 494 50 6313 3242
internal_value=0 -0.00945998 0.00763214 -0.000788382 0.0238876 -0.00964046 0.0232713 0.0455524 0.00557432 -0.0260933 -0.029951 0.11247 0.0102954 -0.00444316
internal_weight=0 2399.34 5713.18 3713.65 980.479 2733.17 1999.53 885.126 1114.4 1302.59 1267.31 35.2821 1096.74 731.219
internal_count=153299 81569 71730 49122 19270 29852 22608 7549 15059 67561 67463 98 14008 9555
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=15
num_cat=0
split_feature=151 140 74 19 57 130 103 163 157 154 134 58 154 170
split_gain=61.4541 113.622 60.4747 60.512 67.0368 52.0699 34.0419 67.5808 33.3812 31.5917 29.6919 29.3746 27.2444 14.496
threshold=-0.32686671571040238 -0.51079685202511393 -0.22370394526182671 -0.012870500384398676 3.405169510829587 0.74478122193596852 -0.30729057763747142 0.068177889981155829 0.023551364035321546 -0.31347711382388671 0.026841858756735688 -0.33454168307909132 -0.30771354186244132 0.11100466925533936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 6 4 -4 -5 7 -2 11 -10 -8 -3 -1 -14
right_child=2 8 3 5 -6 -7 10 -9 9 -11 -12 -13 13 -15
leaf_value=-0.083098913579126993 -0.039343083216834461 0.13265259297910298 0.037812387491821413 0.011162704551450004 -0.0077058063118801978 -0.049721191846196562 -0.025046898809566565 0.094911441650552625 -0.065586374645089901 0.024825852964326132 -0.079421901021902219 -0.06986509547067532 0.13538289698900322 0.29301253609996258
leaf_weight=3.8682579183951047 97.57486934075132 7.3385632714489466 347.24472640547901 6565.7156237933086 4741.9214973555645 143.54029572568834 338.15941587206908 60.89337166165933 61.911817655898631 102.84825586387888 142.84602912375703 298.02711959381122 13.593955732882025 10.220246493816374
leaf_count=92 962 130 4392 70933 58388 1075 4908 647 737 652 2264 8020 57 42
internal_value=0 -0.0338321 0.0019995 0.00362285 -0.0046 0.00986013 -0.0279517 0.0122459 -0.0454251 -0.00914831 -0.0411949 -0.0649982 0.163049 0.203032
internal_weight=0 497.808 12437.9 11798.4 5089.17 6709.26 639.474 158.468 470.126 164.76 481.005 305.366 27.6825 23.8142
internal_count=153299 9730 143569 134788 62780 72008 8781 1609 9539 1389 7172 8150 191 99
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=15
num_cat=0
split_feature=115 44 95 5 25 1 25 130 38 16 131 67 125 52
split_gain=139.349 111.495 88.7566 107.588 84.2686 75.3971 64.1765 60.8034 55.3723 50.5876 40.0075 39.5644 31.6598 21.7544
threshold=0.018920262221810914 0.1148442708778166 -0.0096639947483924821 0.033513770488993823 0.082087880908891145 0.14380735053251317 0.028850976043097849 0.016785148035223258 0.0039094789111380731 -0.69303027922502569 -0.0060971663381613524 -0.021243500720361148 -0.24273768994408615 0.20075601120731809
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 6 4 -4 -5 7 -2 11 -8 -10 -3 13 -1
right_child=2 8 3 5 -6 -7 9 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.059075213780902351 -0.0075179556880927579 0.51674550706117528 -0.080328398148201752 0.010316736236328667 -0.0057002751419153452 -0.014130256772660391 -0.36167383980148954 -0.13251270705242688 0.02159458352975073 0.022931323010063537 -0.1011463186829063 0.062916485131016789 -0.075712308592979255 0.039969282261294307
leaf_weight=45.349898812302854 288.29262075107545 1.9576468332670618 318.20700919686351 2901.5500399421435 288.4799459137721 2231.9742454066873 3.4247126420959821 44.990934958681464 62.529721721424721 2436.2941520853783 46.159773570368998 102.52221391047351 474.86983445478836 43.397745131282136
leaf_count=1303 1806 21 4151 24226 6188 14987 28 245 618 18668 1598 927 78350 183
internal_value=0 -0.0421668 0.00207798 -0.00501886 -0.0448427 -0.000312425 0.0167687 -0.0243914 0.0194369 0.0223914 -0.0305327 0.0714199 -0.0654663 -0.0106423
internal_weight=0 776.787 8513.21 5740.21 606.687 5133.52 2773 333.284 213.169 2439.72 108.689 104.48 563.617 88.7476
internal_count=153299 83000 70299 49552 10339 39213 20747 2051 3164 18696 2216 948 79836 1486
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=15
num_cat=0
split_feature=115 1 31 67 128 28 55 124 142 23 19 77 94 166
split_gain=104.894 125.14 100.966 145.288 75.6854 64.4879 61.7589 86.8157 50.2421 49.4666 44.6452 42.316 31.1308 43.1005
threshold=0.018920262221810914 -0.22249574348534548 -0.0098826021273449392 -0.096818391435230397 0.28888911805300738 -0.057295946024838625 0.092365272019529002 -0.20905987849999152 -0.021342421417049631 -0.077082799735418414 0.13059102621328023 0.39041597694439373 1.8914387756536135 0.042333137620421818
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 12 11 -6 -9 -4 -8 -2 -14
right_child=6 4 10 -5 8 -7 7 9 -10 -11 -12 -13 13 -15
leaf_value=0.050008071595357001 -0.045030202266373442 -0.034025744580523667 0.062362014550807782 -0.02007258020267419 -0.065073124230388871 0.0076200728481044091 -0.0608421845023496 -0.11078633083771508 -0.011323364003028762 0.0094733032599038716 -0.0098991070719678213 0.82015441713843273 0.6300639005180777 0.042469237232818202
leaf_weight=491.83755447342992 760.89108064904576 432.39676718122791 699.17027813522145 742.2825958088506 305.08167417207733 2654.1596885906765 259.80543880321784 35.385332654346712 404.4627531869337 1024.2076831938466 97.412131485529244 0.54634691309183736 1.5185981970280389 7.0139576615765691
leaf_count=6108 26733 13136 8520 6651 3402 40144 23548 1993 4461 17691 578 7 16 311
internal_value=0 0.00573444 0.0257712 0.00785687 -0.00498412 0.0017859 -0.0203818 -0.00725532 -0.0344341 0.00545721 0.0535254 -0.0589934 -0.0429001 0.147048
internal_weight=0 5826.8 2030.7 1234.12 3796.1 3086.56 2089.37 1319.94 709.544 1059.59 796.582 260.352 769.424 8.53256
internal_count=153299 83000 21857 12759 61143 53280 70299 43239 7863 19684 9098 23555 27060 327
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=15
num_cat=0
split_feature=64 8 53 2 93 172 112 51 103 118 105 102 123 93
split_gain=83.0929 66.517 93.8981 113.435 77.7708 49.9257 57.6472 29.151 18.1102 11.4637 13.574 8.80655 8.5559 7.71835
threshold=-0.0091970151936241838 0.57357700090991159 0.13049283049226038 -0.18730681756480325 0.33662642151475547 0.79507930479682021 -0.29283119806640417 1044.6657795856779 0.079751036574281051 0.56707694429931366 2.5753960464711949 1.7256595002765429 359.50000000000006 -0.14539549784311526
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 11 10 -10 13 -11 -1
right_child=1 5 4 -5 -6 6 -8 -9 9 12 -12 -13 -14 -15
leaf_value=0.023192757960738983 -0.011187606309018515 -0.025287357880251982 -0.0053548257586327188 0.020144981314562067 -0.050622297314223311 -0.037376554460867441 0.042880152362135777 0.20575820816705848 0.1158952708822685 0.27094528050045369 -0.066800777018271015 0.13275576525503882 0.035445076286630121 -0.080126060653801762
leaf_weight=7.5413897541584438 2341.0189217840671 212.64513737615198 918.46160198550206 2281.5681963761454 646.80051535973325 100.72252646484412 803.14474923734087 5.6047515198588362 5.3820748746511589 2.5709652102086684 16.64064997510286 2.0460537746548644 3.8572396542294882 175.36484131438192
leaf_count=1140 24396 1052 17494 38164 2727 1937 6838 16 128 11 3099 5 202 56090
internal_value=0 0.00117118 -0.00289098 0.0042772 -0.0240603 0.0235718 0.0339367 -0.019354 -0.0621326 0.0121423 -0.0221522 -0.0735582 0.129634 -0.0758661
internal_weight=0 7309.97 6187.85 4622.59 1565.26 1122.12 903.867 218.25 213.403 28.4509 22.0227 184.952 6.4282 182.906
internal_count=153299 92624 82781 62560 20221 9843 8775 1068 60675 3440 3227 57235 213 57230
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=15
num_cat=0
split_feature=106 142 110 168 20 142 50 23 14 23 126 174 56 173
split_gain=52.0394 57.3746 57.5947 55.1126 50.9216 52.2002 76.2538 65.6938 51.4627 44.1879 36.6216 35.2309 23.1984 21.4369
threshold=-0.40608381759933992 0.081181501496384631 0.6367998498356382 5.3825922832594424 0.37181366864929383 0.18097127503189911 0.20561758112317013 -0.041699268671966896 -0.52684280883086021 0.76003868263763275 0.96397497136075627 0.16349808599242135 -0.057562304573302588 -0.23152100836824158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 10 5 6 -2 -7 12 -3 -1 -10 -6 -5
right_child=4 2 -4 13 8 7 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=0.0899052519522342 0.0025213147932316234 0.1162430308793464 -0.0065526545084599354 0.16094664581001256 -0.10240072071822033 0.087444389017611313 0.035292682123549197 -0.020067141498768773 -0.052189661095573159 0.36713874664054957 -0.078676826832038249 0.036597609619677937 0.16080055116620035 -0.073433226489696898
leaf_weight=93.463555468712002 5323.7895338899689 14.358783369883897 14.490934411063789 4.2220275811851016 4.0794588075950768 59.558874782640487 819.29034084978048 1242.6263043463405 350.42817260022275 13.733814021572469 14.946578323841093 51.223998859291896 18.695700033567846 51.53123246668838
leaf_count=225 87990 23 166 11 52 6323 11081 23543 21953 65 73 1050 91 653
internal_value=0 0.0519413 0.155374 0.0251112 0.00111625 0.00303683 0.00689197 -0.0151498 -0.0325745 0.2389 0.0666627 -0.0408663 0.113656 -0.0556843
internal_weight=0 206.747 42.5835 164.163 7869.69 7445.27 6143.08 1302.19 424.427 28.0926 108.41 401.652 22.7752 55.7533
internal_count=153299 1216 254 962 152083 128937 99071 29866 23146 88 298 23003 143 664
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=15
num_cat=0
split_feature=8 166 134 154 139 99 77 71 154 176 166 93 93 19
split_gain=65.9507 63.2626 59.2696 49.2073 55.5407 51.3678 43.7888 53.8813 35.397 34.796 31.4879 25.6371 48.2774 22.3203
threshold=0.46613691796842399 -0.28700359167024309 -0.065919036640393822 0.10582190470830537 0.050537900620419983 0.017251626973820631 -0.026519871057109765 -0.019409897712624941 0.30633006779839284 -0.0067217779574334563 -0.38892944327702927 2.284644423745616 3.1106692782226091 0.71048197101921684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 -5 -3 11 -8 -9 -4 -1 13 -13 -2
right_child=6 3 9 4 -6 -7 7 8 -10 -11 -12 12 -14 -15
leaf_value=-0.035402943401174163 -0.0066966452773336979 0.01768862871332462 -0.049698258186327865 0.035437549697111208 0.0061679575619837043 -0.0030407819738336398 -0.089195491452084483 -0.031460338327295626 0.051525725948150337 0.051626534772585234 0.060722354536510093 0.50649021187043086 0.0069171500171412818 0.17277717039475235
leaf_weight=51.446535260416567 767.90891225310043 1473.1148580992594 485.29235847468954 983.76835603849031 1901.181306864135 6341.2236698898487 156.8164328080602 480.2226766073145 57.559897075872868 36.436743252910674 100.93644692818634 2.8323283283971232 6.1016527977772057 6.9925443846732369
leaf_count=3717 8695 13048 22803 25098 18123 50368 942 5711 717 1514 2347 28 112 76
internal_value=0 0.00311556 -0.026597 0.00498761 0.0161489 0.000867009 -0.019336 -0.0376181 -0.0225782 -0.0426219 0.0282692 -0.00313524 0.165296 -0.00507711
internal_weight=0 11373.4 674.112 10699.3 2884.95 7814.34 1478.43 694.599 537.783 521.729 152.383 783.835 8.93398 774.901
internal_count=153299 137018 30381 106637 43221 63416 16281 7370 6428 24317 6064 8911 140 8771
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=15
num_cat=0
split_feature=166 76 118 134 8 143 166 85 140 155 70 88 164 19
split_gain=141.656 84.1562 78.5157 74.1646 68.1922 62.7798 58.8926 49.0418 40.3857 27.2019 26.9109 9.77337 19.7262 7.27838
threshold=-0.080249209685161957 0.48293402280721959 -0.15134909114449366 -0.023481759942907261 0.84306417950612567 0.10296139187543786 -0.21204605697818113 0.053037559177615372 -0.13042599064050373 -0.46166846196362626 0.7065461922681664 0.0025861318186871291 0.21628582161711304 -0.31626015731998719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 -4 -2 13 -8 10 -10 -5 12 -3 -1
right_child=1 11 4 8 -6 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0046479863255355271 0.01141580058025719 -0.10614677619045253 0.002403107254257721 -0.021291012907925667 -0.037136563958025802 0.057792305877523403 0.0043879325229259384 0.1841356380040069 0.10103623227499332 -0.078054995553163239 0.20863867930221669 -0.081367926875257068 0.068252964152876336 -0.095059033971804097
leaf_weight=8.2016806491883454 924.18940466735512 12.303414153517226 6232.6457645349437 130.07938517804723 469.00562509242445 426.64228597073816 325.42887409526156 15.921512677217832 8.6476287418045086 440.30005779431667 5.2975423759780815 129.71757399756461 13.715670964214949 68.198766824032646
leaf_count=901 9995 557 66343 729 3543 7645 5524 767 50 35544 53 7257 220 14171
internal_value=0 0.00266109 0.00406924 -0.0371661 -0.000364021 0.0260632 -0.00499128 0.0127719 -0.0601689 -0.0746053 -0.0122935 -0.0701484 -0.0142139 -0.0843554
internal_weight=0 8208.22 8052.48 1002.08 6701.65 1350.83 417.751 341.35 584.325 448.948 135.377 155.737 26.0191 76.4004
internal_count=153299 95560 87526 57739 69886 17640 21363 6291 36376 35594 782 8034 777 15072
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=13
num_cat=0
split_feature=13 73 71 72 172 126 95 95 36 169 1 103
split_gain=105.153 96.1174 132.562 79.2804 54.8979 51.6371 37.6396 32.379 11.4474 9.23453 42.8771 2.17511
threshold=0.21186741704559489 0.38209365234508169 0.77029657103552274 0.57173182717621995 0.61081524455016234 0.95732149003786227 1.1256659593199594 1.6063952996137612 0.7227678895895534 -0.17324472532286542 -0.16327264328259275 1.2142087985293541
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -4 -3 -2 10 -10 -11
right_child=8 4 6 -5 5 -7 -8 -9 9 11 -12 -13
leaf_value=0.00081027923528106342 1.083764886809029 -0.0066259630832388693 0.067678699068641712 0.054583697434502434 -0.054190285056467252 0.0079416727441491679 0.20125342588855957 0.080805708703379608 1.539749939340092 -0.075928034322125165 -0.001999628386429008 0.14799860133635581
leaf_weight=5793.3375104477163 0.085850539151578142 505.63006980274804 199.89325149299111 287.79699281672947 608.00954869325506 171.48926605773158 23.584826809819788 46.229765341617167 0.18450685776770015 201.32839090307243 8.0720181828364712 0.43471594899892707
leaf_count=77917 9 3282 1463 2985 15981 2096 141 316 3 47764 1324 18
internal_value=0 0.000979225 0.00613492 0.00335517 -0.0234354 -0.0405213 0.0817755 0.000698262 -0.0707318 -0.0712037 0.0324535 -0.0754456
internal_weight=0 7635.97 6304.61 6081.13 1331.36 779.499 223.478 551.86 210.105 210.02 8.25653 201.763
internal_count=153299 104181 82506 80902 21675 18077 1604 3598 49118 49109 1327 47782
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=15
num_cat=0
split_feature=136 130 29 73 157 72 101 74 93 101 82 169 112 62
split_gain=79.0075 78.0726 68.7178 94.8346 80.1338 58.3212 57.9967 49.7735 113.98 44.4428 40.0147 3.61265 39.6391 3.11561
threshold=0.031084057080217838 -0.010823477177703969 0.077379455638812183 0.40452255592061698 -0.48460558049032953 0.85155169431377276 -0.33533031973250488 -0.24107362255685974 -0.011476016395718632 0.2473919898528302 1.4899802056242135 0.7889465966787732 0.085213947297579334 0.21486181092998119
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 7 5 -5 -4 -3 8 -2 -9 -8 13 -13 -1
right_child=2 6 3 4 -6 -7 10 9 -10 -11 -12 12 -14 -15
leaf_value=-0.079752930583713286 0.053485213056183117 0.78194341528906275 -0.014611050002120008 0.046878028442510176 0.0022863638673529408 -0.080871336718198461 -0.016379311814965738 0.027963218544264319 0.6266183419477398 -0.040348757439242898 0.10788063481349736 -0.082904080647270423 0.65541071749414492 0.080315355802204946
leaf_weight=229.54474881014903 15.607596365502106 0.92139629233861242 1689.4555096578551 466.47870710864663 2961.6379452645779 144.17309592664242 722.01568912906805 1115.9352756923763 4.4618862818460903 104.12364616885316 26.880195572972298 7.5812288214219716 0.80432647082488973 1.2224720122758288
leaf_count=43509 705 18 20028 2701 14795 606 47268 21819 113 666 79 895 14 83
internal_value=0 -0.0268116 0.00352658 -0.00146438 0.00835415 -0.0198209 -0.0109437 0.0247027 0.180905 0.0221333 -0.0119192 -0.0765621 -0.0120863 -0.078905
internal_weight=0 988.97 6501.87 5261.75 3428.12 1833.63 749.817 1240.13 20.0695 1220.06 748.896 239.153 8.38556 230.767
internal_count=153299 91866 61433 38130 17496 20634 47365 23303 818 22485 47347 44501 909 43592
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=15
num_cat=0
split_feature=152 151 6 140 65 93 112 119 92 123 122 2 115 93
split_gain=46.6846 55.8389 92.3091 73.9436 70.7315 64.3451 54.3634 47.0765 46.7631 62.8324 43.3514 42.6938 38.9954 35.0069
threshold=-0.31953280180697946 -0.1973964729060009 0.21786879903178147 0.21670291950459689 1.2964458868188726 0.49249609679225065 0.16911851539117573 -0.031112935199504508 0.33847346875156042 607.50000000000011 -0.35758673615683945 -0.47999779557449457 0.92789757614688761 0.015039917532233433
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 5 -4 10 -3 8 13 9 -1 -2 -9 -6 -8
right_child=1 2 3 -5 12 -7 7 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.020398967106365004 0.044959820669640042 0.025891998369941056 -0.022165333296871439 0.0079998319578576827 0.075895742633111649 -0.012534826319874707 -0.090546853255276949 0.050797020071895939 0.12948722284981382 0.091063515476236853 -0.028793865220781107 -0.050530116893436477 -0.10007314368482088 0.063476075958240563
leaf_weight=98.713120431639254 85.10749707731884 2142.1980310606305 1613.0886660901306 1637.5872446662979 107.95796014741063 547.03508059005253 16.584681690204889 55.040859706699848 74.250732531421818 103.70541095733643 1253.3404749354813 170.06415424507577 14.256362849380819 133.86561189731583
leaf_count=3915 1194 27605 75476 17134 431 2096 558 196 524 1299 20673 1611 178 409
internal_value=0 6.20688e-05 0.00436952 -0.00696908 -0.0174546 0.0180753 0.0279701 0.00319027 0.0616066 0.0367068 -0.0241041 -0.0257544 0.0553689 0.0464976
internal_weight=0 7400.57 5939.91 3250.68 1460.66 2689.23 652.225 375.555 276.669 202.419 1338.45 225.105 122.214 150.45
internal_count=153299 144787 122311 92610 22476 29701 8512 2774 5738 5214 21867 1807 609 967
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=15
num_cat=0
split_feature=8 166 99 93 31 13 28 55 52 34 89 85 131 154
split_gain=57.4778 55.6756 94.3501 64.4711 83.4809 70.7742 56.0961 45.0439 39.7359 66.1693 54.4101 39.9762 37.4939 34.9945
threshold=0.46613691796842399 -0.14828214893170902 0.05560845704913546 -0.022231522681604343 0.014228294610066904 -0.28486201066445621 -0.0052848998714214819 -0.067116809189758195 0.14936802570029925 0.0411893252764347 -0.13823833140151282 -0.23628324612836185 -0.60240711151881332 -0.16997111815842228
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -5 -1 -4 11 12 -11 -2 -10 -13
right_child=8 3 7 5 -6 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=0.028425633626304209 0.16597663317282096 0.017082147490549607 0.0029641075402236901 -0.029883288790202758 -0.029170011020293915 0.013135973382659745 -0.017548303500656372 -0.039518853010365021 0.59960800275306314 0.28826502620907063 -0.0065523105666296351 -0.084312548856045111 0.14545345531460593 -0.026436754922402186
leaf_weight=694.41171648004092 9.9793038815259916 637.88785130949691 335.50804841762874 405.0936365716625 1005.1240342399105 6834.8337557900231 429.59861289570108 974.45909496524837 2.4384515061974525 6.3214171119034281 644.16244210978039 123.6705350659322 7.1423213554080558 673.03222532407381
leaf_count=9368 62 11164 6023 6051 7976 64522 8004 23910 17 162 9611 1059 50 5320
internal_value=0 0.00299896 -0.0104005 0.0066705 -0.0112129 0.0107289 0.0108543 -0.0286381 -0.0180406 0.00015526 -0.00368727 -0.0329292 0.261043 -0.0354207
internal_weight=0 11316.9 2433.98 8882.94 1643.01 7239.93 1124.01 1309.97 1466.75 660.065 650.484 806.682 9.58077 796.703
internal_count=153299 137018 47305 89713 19140 70573 17372 29933 16281 9840 9773 6441 67 6379
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=15
num_cat=0
split_feature=68 152 173 65 125 61 114 157 148 83 154 122 168 8
split_gain=118.338 90.2287 76.6764 109.827 80.9859 71.0757 74.0347 37.1407 28.1226 25.3173 23.2589 17.7803 12.6127 9.47668
threshold=-0.012647143121177767 -0.12399743132810283 0.12177141619329326 -0.013174200293671183 0.3872290756680849 0.26881093045117438 11.941530568207854 0.38959834065823362 0.55363436542442657 -0.0083612797950214073 -0.39717807471417393 0.064963541224482627 17.739045412417255 0.10047855686114877
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 10 -7 11 -1 -9 -12 -11
right_child=1 2 4 -5 -6 8 -8 9 -10 13 12 -13 -14 -15
leaf_value=0.13264399108596545 -0.027024178876519894 0.015176386420976374 0.0176814768141327 -0.027507804350043588 -0.067942060663510079 -0.040110973895868721 0.015133994391624401 -0.038775373610836793 -0.10766316197403487 0.067965456670693133 -0.076616766284404045 0.08947919890837662 -0.020571607188370263 0.23632724411825229
leaf_weight=5.7975171767175189 867.10115757514723 1152.20185334282 3982.3863370465115 1264.2062944421778 113.61611168435775 418.97055705857929 801.68140201701317 75.627447973878589 72.256258031819016 13.078010391327554 307.12789985170821 12.611731573590076 46.193719788803719 4.4914412808138868
leaf_count=12 9173 9938 30358 19154 3218 5113 7007 5131 699 994 60289 521 1546 146
internal_value=0 0.00109787 0.00697221 -0.00715495 0.0153064 -0.0166132 -0.00677144 -0.0506877 -0.0500475 0.00138276 -0.0660294 -0.0204444 -0.0692894 0.111005
internal_weight=0 8672.42 6512.41 2416.41 4096 2160.01 1668.78 464.928 491.227 105.809 359.119 88.2392 353.322 17.5695
internal_count=153299 84660 62668 29092 33576 21992 16180 68639 5812 6792 61847 5652 61835 1140
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=15
num_cat=0
split_feature=157 74 104 117 94 157 20 79 115 155 16 76 118 1
split_gain=93.365 94.2236 93.5762 88.3531 80.6731 73.5769 53.348 50.2416 22.1237 31.4487 22.0385 11.1661 46.7547 8.93049
threshold=0.14693498725624665 -0.019575720229693786 -0.012507993169612571 2.8889006862602673 0.021099042241719327 -0.27784927337143267 0.12663439299331405 -0.015817046878560902 -0.22589460262259334 0.053114661070467417 -0.053167353547508976 0.52225535767894415 -0.050015987225585236 -0.30738539151824246
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -5 -1 -4 9 -2 -11 13 -13 -10
right_child=8 3 7 5 -6 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=0.013131531170615156 0.29657752959507316 -0.0024566281201414113 -0.042687398589197213 0.046144824942771806 -0.032365619013221804 -0.0041184543604201439 -0.03086994682153282 0.055794657020510723 0.84101732994118095 -0.095564804122526492 0.11466681802922629 0.91564780256478384 -0.048971787984385909 -0.066727237405217424
leaf_weight=1486.2593762660399 3.8672257543075856 2274.4734736621031 56.311013842350803 499.93927625706419 1494.3373680576333 697.62314781243913 338.24757462582784 646.97560302121565 0.10842319019138713 12.815415871446024 8.1622588840546051 0.60123229550663415 3.0590038612717754 270.03427783009829
leaf_count=20085 25 23370 1834 4507 21605 8498 5480 11649 6 885 517 46 227 54565
internal_value=0 0.00120267 0.0169196 -0.00679695 -0.0143156 0.0168647 0.00497404 0.0479094 -0.0558135 0.0345411 -0.0137652 -0.0640123 0.109477 -0.0663629
internal_weight=0 7494.17 2527.79 4966.37 3768.81 1197.56 1824.51 703.287 298.648 24.8449 20.9777 273.803 3.66024 270.143
internal_count=153299 97028 39048 57980 44975 13005 25565 13483 56271 1427 1402 54844 273 54571
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=15
num_cat=0
split_feature=26 118 90 136 103 140 114 157 118 55 152 90 28 133
split_gain=72.4231 59.8997 64.8003 68.2642 61.2962 33.9605 30.5537 20.0737 6.27377 16.1841 11.8242 4.36745 25.4259 3.21672
threshold=-0.041009621030747671 1.091361146532589 1.4359388062563345 0.59440210976899277 1.8183663498983231 1.1127549148559923 6.220026370101861 -0.4669794111145012 0.54883522865111722 0.16918413005097233 -0.26723177998866171 -0.14428146621182211 -0.044243707698714267 1.2462712971474497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 11 -10 -11 12 -1 -13
right_child=1 5 4 -5 -6 7 -8 -9 9 10 -12 13 -14 -15
leaf_value=-0.080752514526995667 -0.0037798668210906289 -0.0029384303578726678 -0.049302505188695632 0.023227063311849209 0.05661016825638307 0.058336011543576441 0.054585251502515968 -0.16025674515022081 -0.085204682083628774 0.20694361714171766 -0.083118127667147546 -0.081222210437612449 0.44585636807126161 0.1470745154242688
leaf_weight=5.9016090480727144 5143.746019160375 124.90555933670839 440.5987594416365 1144.1027945918031 62.379727015271783 6.0340247619897154 354.10824176168535 13.829380793496965 11.196501923608595 4.372737318626605 2.0709679701831183 127.98272909066873 1.0854917191318225 0.62017273902892966
leaf_count=1316 97025 1049 2546 9021 319 66 2055 78 1482 57 265 37990 29 1
internal_value=0 0.00082829 -0.00162864 0.00113417 -0.0361671 0.0342726 0.0395856 -0.0938535 -0.0686395 -0.0125406 0.11372 -0.0759379 0.00105961 -0.0801213
internal_weight=0 7289.7 6790.83 6287.85 502.978 498.877 479.014 19.8634 153.23 17.6402 6.44371 135.59 6.9871 128.603
internal_count=153299 112159 108911 106046 2865 3248 3104 144 41140 1804 322 39336 1345 37991
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=15
num_cat=0
split_feature=56 162 126 174 121 19 106 118 77 16 2 139 121 104
split_gain=46.9265 45.0782 53.2785 76.0863 61.5251 36.2505 29.6669 31.2274 29.6236 26.4877 25.5011 18.3992 17.5149 1.70709
threshold=-0.1947852263574826 0.052851971977098587 0.92400735847274185 -0.10301600683243937 -0.13345961764857189 0.41166672368706897 -0.27734132056256233 -0.29734296481113026 -0.052410538960872451 0.073823910341952001 -0.52426056767804752 -0.082235646083513594 -0.30338901887724162 1.4897001499075577
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 8 9 -8 11 -2 -10 -1 -7 -14
right_child=1 2 4 -5 -6 12 7 -9 10 -11 -12 -13 13 -15
leaf_value=0.10480449991298837 0.14721081740654032 0.016824880455084547 -0.0089813302744622386 -0.015611000875930965 0.018031411037362742 0.12720831409937139 0.10077872474094003 -0.06782601072315364 0.4873483621374069 -0.10250171941415039 0.050719512332484284 0.28320704587762208 -0.10203036146161026 -0.28988132515244791
leaf_weight=12.686095932382161 13.887886061333122 1003.9764008335187 1189.888910572161 2585.884963302291 2893.6303682071157 3.9595249295234707 11.718108114087952 175.56339621497318 1.3605969194322813 6.1195256056962526 79.225075424881652 10.620632816106079 15.322548090480264 0.4995320141315468
leaf_count=232 50 14331 13104 82673 34844 5 97 5699 9 81 1057 55 1061 1
internal_value=0 0.00110439 0.00234746 -0.00653966 0.0101602 0.0631843 -0.0449114 -0.0572765 0.0868085 0.070833 0.0580915 0.186101 -0.0608892 -0.107961
internal_weight=0 7880.67 7673.38 3589.86 4083.52 123.674 207.289 187.282 103.892 20.0074 80.5857 23.3067 19.7816 15.8221
internal_count=153299 150879 144952 97004 47948 2420 5927 5796 1353 131 1066 287 1067 1062
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=13
num_cat=0
split_feature=28 95 112 19 71 96 110 168 110 140 127 96
split_gain=53.8336 55.036 51.3686 55.395 49.1315 43.3169 36.2689 39.4242 26.7405 30.9277 23.0477 17.7853
threshold=-0.21903298869037954 -0.10873840570059536 0.47630249063040347 -0.054558165808435241 -0.15482198378559472 0.31428833062990297 -0.22461781671994241 5.9365961179903399 -0.5620486077010558 -0.17508840054126348 0.029407530412436593 0.015631102993020233
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 -3 -4 6 10 -8 9 -2 -1 -10
right_child=1 2 4 -5 -6 -7 7 -9 11 -11 -12 -13
leaf_value=-0.039804615766031441 -0.080337772535176946 -0.0070113166394400453 -0.72803887263246347 0.0075443431884947929 -0.021764840042138588 0.49565552478021901 0.15685919083392361 0.041645649409273622 -0.06924282234811395 0.097616291956450191 0.0895962944982725 -0.40020906302917236
leaf_weight=60.971595803741366 17.418417352251709 4075.2411054667318 0.98603275371715327 7294.8936083144508 895.01446021976881 2.1463218324352047 40.955044823698699 108.07184888143092 149.28926291246898 22.23109206976369 17.777527308557183 1.641508207656442
leaf_count=541 225 53816 36 79588 14966 28 861 829 1922 315 161 11
internal_value=0 -0.0003178 0.000510728 0.00232736 -0.0225421 0.0485146 0.0443012 0.0733082 -0.0536435 0.0194393 -0.0105925 -0.0728424
internal_weight=0 12456.7 12266.1 11370.1 896 229.922 227.776 149.027 190.58 39.6495 78.7491 150.931
internal_count=153299 150879 148406 133404 15002 2420 2392 1690 2473 540 702 1933
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=15
num_cat=0
split_feature=163 40 92 91 85 35 143 70 160 115 64 1 89 15
split_gain=118.815 76.4108 67.1831 77.3727 39.4563 19.5971 21.0502 19.0724 22.1425 18.4927 16.3975 13.0554 10.1307 8.21062
threshold=-0.19780802911446732 4.1118723519251139 -0.037033542928685 0.016274526011186154 -0.093097924369854035 0.02198583078112851 0.51860641827828668 -0.042578752537938545 -0.13664719934974565 0.064705483694736568 -0.039537292455038141 0.48962740058210297 -0.040500385357288303 1.8168306119907009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 -2 -7 9 12 10 -1 -10 -9 -11
right_child=1 2 3 -5 -6 6 -8 8 11 13 -12 -13 -14 -15
leaf_value=-0.11386202117107574 -0.076700876879081933 0.009645479717909097 -0.011810415355354625 0.0088092979745307762 0.048273988029383312 -0.01529621125396697 -0.090288079260080034 -0.11917999319226438 -0.081108786306537381 -0.11602564963094278 0.039231247392402066 -0.46991742303404749 -0.064866338715335869 0.07846501752520485
leaf_weight=20.917642502987295 118.43594017851865 630.24484115606174 3409.5901195710176 3902.8652867400087 455.5544975156663 223.34695341915358 44.966560848290101 43.158207909174962 1.3855792424874374 2.4415504876524237 10.512251107837072 2.292492002248764 168.11112263775431 19.558853882132098
leaf_count=1432 22585 5873 34120 42592 5599 4155 679 5965 82 27 419 13 29633 125
internal_value=0 0.000640048 0.00264141 -0.000805088 0.0258523 -0.0428196 -0.0278641 -0.0669054 -0.0801964 -0.0134364 -0.0626574 -0.323448 -0.0759616 0.0568809
internal_weight=0 8785 8398.25 7312.46 1085.8 386.749 268.314 268.378 214.947 53.4303 31.4299 3.67807 211.269 22.0004
internal_count=153299 115603 88184 76712 11472 27419 4834 37696 35693 2003 1851 95 35598 152
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=15
num_cat=0
split_feature=157 122 173 142 121 115 115 53 109 103 16 145 164 160
split_gain=84.246 68.1681 78.3874 88.2116 87.3788 59.6052 53.7486 36.8569 34.8277 23.2951 21.1725 15.2215 28.5538 17.071
threshold=0.0034514825222353206 1.0396468848796265 -0.061427725177581861 -0.0104250163873139 -0.16507766328030646 0.50017828512948992 -0.17614075832337678 -0.056924242598087801 0.53018284629814494 0.3381983062661319 -0.047446067001357194 -0.042078200628218203 0.13946975621404822 0.84028574267221579
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 8 7 10 -3 -7 -2 12 -8 -13
right_child=6 5 3 -5 -6 9 11 -9 -10 -11 -12 13 -14 -15
leaf_value=0.0015563844541009878 -0.099813284794958365 0.083997880944655268 -0.034047579420038734 0.00065876786590844216 0.037912589850447681 0.038649927267357165 -0.031763699200819756 0.060061381399699847 0.25854759853955417 -0.08066243216773826 0.056359820522768271 -0.065322022728492316 0.20955848236922023 0.017571818490080722
leaf_weight=2239.918394629145 29.200225865817629 113.25962975015864 1026.6354437370319 2554.6321399926674 937.86737876711413 35.914860952179879 265.07459280762123 92.133213662658818 12.714284369954838 30.061263256706297 12.35325824934989 321.84853903762996 4.9954868417698881 26.92168002174003
leaf_count=24048 1099 852 8966 31455 9677 414 10826 2128 156 1094 702 60312 150 1420
internal_value=0 0.00252276 0.000853909 -0.00929044 0.0122863 0.0612873 -0.0327009 0.0247991 0.101615 -0.0157134 -0.0533852 -0.0451225 -0.0273 -0.0589234
internal_weight=0 6951 6759.05 3581.27 3177.79 191.95 752.527 133.687 125.974 65.9761 41.5535 618.84 270.07 348.77
internal_count=153299 76662 74146 40421 33725 2516 76637 3929 1008 1508 1801 72708 10976 61732
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=15
num_cat=0
split_feature=73 90 76 158 129 8 106 58 16 76 73 73 25 117
split_gain=69.1698 78.7245 94.0063 98.5169 85.5133 79.4527 72.182 49.5692 52.4616 106.942 46.6682 43.7983 39.462 27.8939
threshold=0.16028646125682669 0.084699332386114504 0.22911443079010227 0.048764529767068319 1.0203736432313948 0.33928627436970299 -0.14473137292928609 -0.04236786278207811 0.097113176925078912 -0.014347274491902087 1.0422793770231225 -0.018502942135093528 0.46977927130153385 3.3389344070218483
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 -4 5 -3 -2 12 11 -10 -6 -9 -1 -14
right_child=1 4 3 -5 10 -7 -8 8 9 -11 -12 -13 13 -15
leaf_value=-0.072554738442801817 0.10494159610685949 -0.0043834924650404386 -0.053907739463541895 0.068934266472203312 -0.041779320646633401 0.027495496813932454 0.030124001056919522 -0.07053577353260497 -0.031570478128561175 0.065866256217505068 0.019583506270770185 -0.012304084113265217 0.069711832853753583 -0.0874298022892539
leaf_weight=254.35296147232293 154.90108028898248 2838.2017205997836 235.27279701211955 90.359217802411877 689.62072590121534 1079.0369729625527 769.69753132783808 183.11321899518953 233.98272481630556 217.21091092715506 151.09456259012222 438.39532968209824 37.19644240476191 16.22265695175156
leaf_count=36249 1271 17178 2147 837 2890 7539 10519 24083 23833 9590 432 16280 366 85
internal_value=0 0.00405484 0.0263853 -0.0198205 -0.00181286 0.00439785 0.0426584 -0.0207682 -0.0106182 0.0153369 -0.0307511 -0.0294607 -0.0561449 0.02199
internal_weight=0 6008.18 1250.23 325.632 4757.95 3917.24 924.599 1380.47 1072.7 451.194 840.715 621.509 307.772 53.4191
internal_count=153299 42813 14774 2984 28039 24717 11790 110486 73786 33423 3322 40363 36700 451
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=15
num_cat=0
split_feature=87 76 114 13 83 128 95 151 151 62 19 19 117 65
split_gain=41.3305 44.6947 106.779 77.8158 68.1298 67.8362 64.1633 49.9059 25.8645 28.477 16.0192 22.3116 9.9474 5.13715
threshold=0.0080760251288863379 0.037079343682645254 5.4256170365734357 -0.39924247571789023 0.086141000229507991 0.10776553819354545 0.099215201583035428 0.04650795992422093 0.94171971081514083 0.097300640137347919 -0.13372138223971791 -0.15238981669927185 23.340699436524748 0.052116914729409207
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 -4 7 -2 -6 -3 10 13 11 -1 -12 -10
right_child=1 4 3 -5 6 -7 -8 -9 9 -11 12 -13 -14 -15
leaf_value=-0.02921536519451369 0.018325189372890474 -0.047434815546239711 0.085130841768061516 -0.0023793269488290563 0.023330361945236407 0.088168667528037092 -0.0041245620086044037 0.0071789377367980581 -0.080604324930683674 0.85110074516882905 -0.070489911023418103 0.17000232196058523 0.29107174481049802 0.2612543797590785
leaf_weight=34.513260524719954 282.21324318723055 516.15449303388596 107.94047329109162 1733.5211874111556 1121.6779872255283 274.15312406618614 3530.4313884747098 247.57570867519826 0.98065059969667279 0.63879746524617065 128.53901271661744 6.7156875066575585 0.76546147034969081 0.79667758941650391
leaf_count=2251 10537 13786 829 70132 8351 5165 25522 6897 266 3 9232 312 15 1
internal_value=0 0.00298312 0.0143496 0.00275023 -0.0020493 0.052741 0.00249514 -0.0297309 -0.0464399 0.278451 -0.051043 0.00323474 -0.0683495 0.072632
internal_weight=0 7813.67 2397.83 1841.46 5415.84 556.366 4652.11 763.73 172.95 2.41613 170.533 41.2289 129.304 1.77733
internal_count=153299 141219 86663 70961 54556 15702 33873 20683 12080 270 11810 2563 9247 267
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=15
num_cat=0
split_feature=139 152 24 45 45 17 127 2 98 158 98 85 112 134
split_gain=50.1173 89.6527 74.0228 97.0084 85.1094 106.894 82.6672 71.1749 52.7463 52.2125 53.8019 43.7495 40.9047 35.7748
threshold=-0.033815576643304548 -0.047578135148270875 -0.031641495139724161 0.037477150706734637 1.1105215223274896 0.62379482338381198 -0.31845809973656475 0.25568321600559824 0.35980382413472239 -0.10308484258581414 -0.17842897215756195 -0.075786802049252935 0.4107705857748109 -0.0065428740267913657
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 4 11 6 -6 -1 12 -5 10 -2 -4 -3 -9
right_child=1 7 3 8 5 -7 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.046335439783241096 0.54042540876663392 0.011036523544228193 -0.00058119638018244778 0.0043335775681853043 0.13676685589425117 1.515390541936007 0.00057333933349124489 0.026204095285585729 0.042488201303415685 -0.048110836992045318 -0.013518602668401653 0.068174075255715991 -0.016644581853701115 -0.075410711994007118
leaf_weight=447.38192882365547 1.7556705598253746 2880.324867639225 117.44729179795831 3200.5973796332255 1.8269836027175181 0.81255647260695685 2344.2741903455462 43.828970922157168 408.57718237861991 611.94591852510348 1320.6724513345398 436.51103404606692 655.28386964160018 165.37855105753988
leaf_count=5880 92 28738 1381 26219 65 18 24623 878 2615 5718 37093 9818 9054 1107
internal_value=0 -0.00647751 0.00618272 0.0146333 -0.00640747 0.561163 -0.00694411 0.0025526 0.00865288 -0.0239592 -0.0127832 0.0535969 0.00590615 -0.0541224
internal_weight=0 5679.19 6957.43 4163.13 2794.3 2.63954 2791.66 3744.82 3609.17 1934.37 1322.43 553.958 3535.61 209.208
internal_count=153299 82680 70619 40033 30586 83 30503 39777 28834 42903 37185 11199 37792 1985
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=15
num_cat=0
split_feature=167 154 126 151 136 102 44 116 85 130 96 32 125 124
split_gain=106.111 89.7747 90.2915 91.486 66.1148 65.7509 62.2911 58.2818 57.1101 38.626 28.906 20.9612 36.1799 18.2806
threshold=-0.078802897296006702 -0.33019165956646418 0.90472045743610008 -0.12603266665247029 0.056236519661398005 0.30776670363180442 1.6050211292890924 0.0076306717564455289 0.43419258652121501 0.090854595668978758 0.27259221706040454 1.3417906731064859 -0.28283102136274701 -0.13167282072803185
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 5 -4 7 -3 9 -1 -9 -2 -8 13 -13 -6
right_child=1 2 3 -5 11 -7 10 8 -10 -11 -12 12 -14 -15
leaf_value=-0.068676716655456008 0.042651977521651945 0.0052583801502726632 -0.041730624171095847 -0.0039017696774326909 -0.11146593161927013 0.047785654829302707 0.012226051988496356 -0.0083348331693773037 0.11218872078715986 -0.00051386586368493137 -0.10598643107056925 0.14928113559284825 -0.076257114240800783 -0.058875783330014246
leaf_weight=153.92465544841252 923.17885243101045 2385.0828044749214 808.02057812584098 3061.8015061845654 98.789255800656974 428.93309483584017 35.940968519076705 522.43495586665813 42.515503989474382 267.32848840579391 48.732672187034041 11.644028067588808 18.276473873411305 199.72975151735591
leaf_count=39100 10771 26192 7787 42191 435 5145 194 5407 272 1133 343 24 184 14121
internal_value=0 0.00274975 -0.0018892 -0.0118005 -0.0311101 0.0117407 0.0270647 -0.0141272 0.0007352 0.0329591 -0.0558094 -0.0682816 0.0115146 -0.0762795
internal_weight=0 7959.02 6683.84 3869.82 1047.31 2814.02 1275.18 718.875 564.95 1190.51 84.6736 328.44 29.9205 298.519
internal_count=153299 93756 81315 49978 59543 31337 12441 44779 5679 11904 537 14764 208 14556
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=14
num_cat=0
split_feature=13 151 13 166 8 91 72 96 116 27 12 168 26
split_gain=83.7182 77.335 69.7304 83.7404 70.9178 50.8127 66.343 42.2832 11.3833 12.0934 8.39587 2.96889 2.19879
threshold=0.21186741704559489 -0.20311562845690903 -0.34795220973096791 -0.40611354078151535 1.9866849850622028 0.030995433089998636 0.65564767440927141 1.3367744666102832 -0.17415110528247188 -0.0073456436121248489 3.0367030421467192 2.434063765538244 2.1182135970077938
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 -7 -1 9 10 -2 -10 -13
right_child=8 2 4 -5 -6 6 -8 -9 11 -11 -12 12 -14
leaf_value=0.025585808046062631 0.082294400544190793 -0.041482679796415234 -0.01240141329319366 0.031396293882455087 0.095024673673044402 -0.023121327817410164 0.051944298783822965 0.12587809042571921 0.22774760119017834 0.39574968351137629 -0.08371635124070409 -0.077916634592115799 0.036811580926730911
leaf_weight=1276.9184611231321 5.876861422439104 193.69878128031269 4401.1131397575955 847.47511886851862 62.322160525247455 495.1903259169776 154.46201194589958 43.468138188123703 0.3208689265884449 0.80785113968886335 6.3253968526842073 161.85486638592556 1.6879045220557589
leaf_count=18259 253 1955 67285 9954 683 4002 1851 192 22 36 1495 47220 92
internal_value=0 0.000619587 -0.0054655 0.017838 -0.0109014 0.0176223 -0.00527365 0.0288875 -0.068988 0.0210452 -0.00376212 -0.0761363 -0.0767325
internal_weight=0 7474.65 5504.61 1041.17 4463.44 1970.04 649.652 1320.39 176.874 13.0101 12.2023 163.864 163.543
internal_count=153299 104181 79877 11909 67968 24304 5853 18451 49118 1784 1748 47334 47312
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=15
num_cat=0
split_feature=134 72 12 153 117 71 73 60 169 71 95 168 0 155
split_gain=64.3762 55.1415 65.1869 93.9314 55.2111 26.5796 23.7913 6.21367 14.9299 6.09745 32.8548 5.98621 4.47075 1.09226
threshold=-0.040067555837800826 1.2714317996344251 1.736379973724439 0.03673282140629839 3.4918583690364247 -0.00075079079125883578 1.0422793770231225 0.25644664699736541 0.44125522304992643 -0.21359154426456745 -0.008193192168653874 22.799455532045524 0.7385427469460476 0.80753484075390736
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 -3 -7 9 12 10 -1 -10 -9 -11
right_child=1 5 3 -5 -6 6 -8 8 11 13 -12 -13 -14 -15
leaf_value=-0.081414251898774451 0.023911055589751692 0.16470832669543978 0.0060032535443404833 -0.024764951930597967 -0.010431503238590932 -0.061112107596149712 0.0069552744977649412 0.10926208261665937 0.34098343805176667 -0.078602719778584546 0.60254363873256933 0.074945253534554918 -0.094683929726784466 -0.010337865150868314
leaf_weight=4.0942687047063373 1908.0891708049458 6.1368545566219828 2856.9973072852881 1520.15604800859 620.30892681697151 225.0922076208517 66.52651010453701 1.2382587380707253 1.3136015466880047 124.13318877184065 0.84774957050103594 2.3749784195097163 8.145151562872341 2.3889666421455322
leaf_count=950 21479 28 43017 40928 4970 884 248 4 22 38517 14 63 483 1692
internal_value=0 0.000885149 0.00270194 -0.00468234 0.0154856 -0.0412498 -0.045584 -0.0665193 -0.000765798 -0.0730574 0.0359113 0.169689 -0.0677707 -0.0773138
internal_weight=0 7203.31 6905.55 4377.15 2528.4 297.756 291.619 144.536 13.072 131.464 4.94202 3.68858 9.38341 126.522
internal_count=153299 111554 110394 83945 26449 1160 1132 41745 572 41173 964 85 487 40209
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=14
num_cat=0
split_feature=129 118 129 167 9 29 131 107 67 74 167 90 85
split_gain=46.619 49.5781 47.0673 91.4496 61.8814 30.6474 21.7537 26.6058 20.7853 12.433 3.49431 0.306236 0.0796385
threshold=1.0245242269258381 -0.38658028054326954 1.0173703377421013 -0.10044455793462002 -0.16048370365459561 0.023943995853517291 0.041916870648183509 -0.1363713634109549 -0.05019189763904499 1.260385424743961 0.33794439925516884 0.15685882068893503 0.50686425237260635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 11 7 -2 -7 10 -8 -1 -9
right_child=6 2 4 -5 -6 8 9 12 -10 -11 -12 -13 -14
leaf_value=-0.089273182485255384 0.21638876500242521 0.005091254269332963 -0.012822862011739228 -0.028474654293263558 0.015767329949149183 0.048450712410659694 -0.092200077493654234 -0.08833035283587809 0.14089727267377519 0.079555370897512606 0.03109328095919961 -0.16088095693961063 -0.11387596499309971
leaf_weight=9.868575536180284 5.7466935775009915 2318.9060967889382 992.78558329708176 1248.7921850175771 3188.3092780102743 60.083885827567428 85.562511277908925 2.4407376118469966 40.859687819611281 4.6118109524250022 2.3621582799823946 0.63569355988875109 2.4407292157411575
leaf_count=544 14 30356 13856 68995 36331 229 2505 48 196 14 197 4 10
internal_value=0 0.00273183 0.00177937 -0.00665773 0.00897869 0.0689547 -0.0649306 0.0705661 0.085871 -0.0804929 -0.0888877 -0.0936067 -0.101103
internal_weight=0 7860.24 7748.79 3567.7 4181.09 111.448 103.165 10.6282 100.944 92.5365 87.9247 10.5043 4.88147
internal_count=153299 150511 149538 99351 50187 973 2788 72 425 2716 2702 548 58
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=15
num_cat=0
split_feature=151 101 74 148 139 12 67 151 28 128 1 14 1 132
split_gain=49.1927 108.173 48.2172 62.6183 62.8096 61.9001 55.4327 41.6496 41.2887 27.1312 26.9 13.0719 10.4849 6.15093
threshold=-0.32686671571040238 -0.20896537405511809 -0.0049301022388556891 -0.67204408730088405 -0.28019497141983518 2.678099734623554 0.10898713227121566 0.0082280416507119949 0.28160681359985246 0.89010937820158897 0.90023395006137463 0.58273202559454218 -0.066216136281097834 0.055943660893501425
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -2 7 -7 -4 -5 10 -3 -1 -11 -13
right_child=2 9 5 8 -6 6 -8 -9 -10 12 -12 13 -14 -15
leaf_value=-0.033721297392532851 0.2556829125399504 -0.050813418657495335 -0.020296081574904073 -0.0052828808825802868 0.038085049683106248 0.026405018150809419 0.0038214669161157062 0.0048597476529100752 -0.044952667902824615 0.064499718869818104 0.11658772956756905 0.14774134109885437 0.39729850552293455 0.2805733919422706
leaf_weight=3.6833683298900715 15.790069852489976 420.8668267877074 1066.0698359110393 4574.2954217392253 82.961564709199592 2029.172323255334 2340.5301993447356 1720.1160466708243 278.33278204698581 2.0077379313297574 9.823264043312518 25.037910096347336 1.7912945058196772 4.0499400570988646
leaf_count=47 179 9387 18435 65623 1053 21137 18258 15508 3376 52 90 126 9 19
internal_value=0 -0.0314343 0.00163261 -0.00595398 0.0728783 0.00688201 0.0143087 -0.00476555 -0.00755823 -0.0446484 -0.0469953 0.143761 0.221419 0.166236
internal_weight=0 467.26 12107.3 4951.38 98.7516 7155.89 4369.7 2786.19 4852.63 434.489 430.69 32.7712 3.79903 29.0879
internal_count=153299 9730 143569 70231 1232 73338 39395 33943 68999 9538 9477 192 61 145
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=15
num_cat=0
split_feature=166 163 116 62 110 130 19 63 64 130 64 4 151 119
split_gain=102.216 64.4422 62.9308 85.0412 65.3722 58.8965 78.1645 73.3739 36.9717 12.9677 10.1016 7.20132 5.21997 19.339
threshold=-0.057817702650015769 2.5282767802670771 0.0076306717564455289 -0.050891448509996474 0.4626796486190044 -0.03817814871075758 -0.17553194902028366 0.0093928570032138833 -0.017566700066973247 -0.44653352772752691 1.8884486749825842 0.4363306717674193 0.11396816427955118 0.7064048267169315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 12 4 -4 6 -2 -7 -5 10 -3 -11 -1 -14
right_child=1 9 3 8 -6 7 -8 -9 -10 11 -12 -13 13 -15
leaf_value=-0.086877865514964972 0.034703671464023617 0.088527977063972293 0.010797686082328407 0.013531862410803392 0.17427355547961032 -0.091416393686609698 0.0040899782645801366 -0.0037498869625792438 -0.048464977051541638 0.091925423982281623 -0.084641556561453266 -0.10351810550178114 -0.065148591721607627 0.207941707966283
leaf_weight=160.49025002628332 1093.4698215459939 7.2446004478260857 302.91954002162674 115.95888819766697 26.610535059473477 98.699114094022661 3515.0961658718297 2919.5758857475594 564.23013349063694 1.9357964334776614 6.2961449827998877 72.203537791618146 41.581675912893843 2.765585070475935
leaf_count=40875 13994 41 2537 932 333 1039 38118 36357 9928 19 112 1024 7535 455
internal_value=0 0.00326207 -0.0279484 -0.0176959 0.0239988 0.00424203 0.0113537 -0.00661663 -0.0378957 -0.0819797 0.008008 -0.098415 -0.0784864 -0.0481181
internal_weight=0 7714.52 1214.56 1009.72 329.53 7626.84 4608.57 3018.27 680.189 87.6801 13.5407 74.1393 204.838 44.3473
internal_count=153299 90704 62595 13730 2870 89508 52112 37396 10860 1196 153 1043 48865 7990
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=15
num_cat=0
split_feature=76 157 103 136 107 23 20 38 178 103 127 1 40 144
split_gain=78.3711 66.9019 111.657 95.3993 96.5586 60.5947 52.8509 33.6381 29.8628 25.0946 23.682 13.8825 10.2814 0.000869251
threshold=-0.14241138344807422 -0.27092971782604064 0.3062944743044313 0.10642016936408587 -0.087732845735211548 -0.077082799735418414 0.072597140132675722 3.3874598620119145 -0.32058942354192616 -0.045941237322319459 0.8710065002573979 -0.19048054185749877 86.160785783814958 0.10471433034801905
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 5 6 -5 -3 -2 10 -4 12 11 -1 -9 -11
right_child=1 2 8 4 -6 -7 -8 9 -10 13 -12 -13 -14 -15
leaf_value=-0.10421197936136078 0.040434420306723437 -0.032731096993928184 0.13858727225937628 -0.030472587490548521 0.026863242646740323 0.0036354388524944231 -0.0010662036210080975 0.15136178013379986 -0.053256296306639576 -0.084535449259884099 0.25199333826978954 -0.050857806804424394 0.45613590420448519 -0.080841302226358755
leaf_weight=78.695571984630078 1147.2766259666532 526.29593970900169 8.24435823317617 745.31485898070969 484.76710530184209 3539.7573009691841 418.90686608874239 2.2710357531905174 513.21115488780197 0.97584960609674398 2.2930755838751784 128.23441390134394 2.159263274865225 1.834215728100389
leaf_count=357 17914 17131 37 9567 4050 70641 3419 23 12393 9 12 17584 35 127
internal_value=0 0.000772875 -0.0066587 0.012965 -0.00787692 -0.00107172 0.0293343 -0.0602735 -0.0502232 0.151635 -0.0676068 -0.0711484 0.299904 -0.0821242
internal_weight=0 7383.77 4587.51 2796.27 1230.08 4066.05 1566.18 216.463 521.456 7.24036 209.223 206.93 4.4303 2.81007
internal_count=153299 135152 100202 34950 13617 87772 21333 18147 12430 194 17953 17941 58 136
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=15
num_cat=0
split_feature=76 76 112 152 157 112 73 89 1 32 173 87 147 45
split_gain=59.053 63.5733 93.5151 91.0083 79.652 62.824 62.641 59.9077 59.5303 70.0574 66.3849 54.3742 41.4947 39.4589
threshold=-0.017870654932123611 0.085668515616347737 0.38202749968475092 -0.067004150847387825 -0.13268891784473005 0.21457372841267638 0.57659800732807376 0.038143168797915371 0.28778011293696343 1.0836854079793747 0.15375856608769267 0.040819478527097476 -2.07111732675112 0.026850120662086165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 4 11 -3 -5 -4 12 10 -10 -9 -2 13 -1
right_child=1 2 6 5 -6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=0.6430191481668599 0.0034248385323581141 -0.035183196217477473 -0.010584731017927496 -0.021742728326112473 0.0070379119885352164 0.045863576213515236 0.021745700432286911 0.033051890256656752 0.021808180256655992 0.22023957684785622 -0.035388048296244444 0.057970970210589529 -0.06498049787366339 -0.048029545185065858
leaf_weight=1.6237264042720192 258.02868503722129 1199.3461878297676 952.45646586408839 566.3032856740756 712.13718117939425 181.50700974906795 1616.2177516864613 187.11136281077052 107.52786646987079 21.320122464327142 584.30195436289068 626.44049951661145 282.14409254625207 1.6824383896891957
leaf_count=35 16617 18101 8855 22717 9806 2343 9000 2477 2367 178 6415 3621 50705 62
internal_value=0 0.00345035 -0.00270539 0.0203462 -0.0194534 -0.00533346 0.00975768 -0.0209351 -0.00827804 0.0546421 -0.0187875 0.0420581 -0.0608533 0.291359
internal_weight=0 6112.44 4480.16 1632.28 1911.48 747.81 2568.67 1185.71 900.261 128.848 771.413 884.469 285.45 3.30616
internal_count=153299 91060 45762 45298 27907 25060 17855 62239 11437 2545 8892 20238 50802 97
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=13
num_cat=0
split_feature=127 126 117 108 126 131 16 73 145 77 91 146
split_gain=44.4386 41.3761 42.9325 50.5679 47.4541 22.6058 26.9847 11.9961 1.10757 0.0265735 0.0251061 0.0120138
threshold=-0.55080637842865354 0.99342102043380531 0.17490411250231055 1.9874273794944688 0.92400735847274185 0.041916870648183509 -0.047446067001357194 0.83633996029451518 -0.41755934809375655 0.44924952105005594 0.033997757142812009 -0.4075936170434768
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 -1 11 -11 -10
right_child=1 5 3 -5 -6 7 -8 -9 9 10 -12 -13
leaf_value=-0.13265133560981232 0.0014780332383979447 0.20055555129347444 -0.0021896480652410181 0.082600798217697918 0.031971852138858038 -0.087608139000111898 -0.10224320977780438 0.044005634673837307 -0.099338883221700439 -0.09732820913150049 -0.084163922371975231 -0.081729730121576694
leaf_weight=4.8732768702320746 1091.373168468097 6.7815687535330653 5641.8111574023205 71.224473999696784 958.54975087830098 84.775140888756141 5.199779511895029 7.5413420042023054 0.39087113738059898 2.2359517533332101 4.1147520089289173 44.142727420694428
leaf_count=26 21104 26 110801 565 9909 2894 59 36 2 12 350 7515
internal_value=0 0.0024815 0.0033221 -0.00113256 0.015737 -0.0600846 0.0691441 -0.0768566 -0.0871089 -0.0827473 -0.0887988 -0.0818843
internal_weight=0 7867.26 7762.96 5713.04 2049.92 104.298 11.9813 92.3165 55.7576 50.8843 6.3507 44.5336
internal_count=153299 145394 142379 111366 31013 3015 85 2930 7905 7879 362 7517
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=15
num_cat=0
split_feature=16 139 73 109 151 19 159 0 53 14 125 25 5 126
split_gain=46.7357 49.7304 51.999 73.1555 55.3938 39.0094 34.6334 31.7172 29.3133 21.18 39.3382 23.1318 18.5778 2.30477
threshold=-0.59460613015853614 0.59307953808651792 0.054651740473845641 -0.031176074905280304 -0.33855295472928842 -0.3737247617456057 0.15521008925484328 1.7363702222634088 -0.17838134716661752 0.025404557351355519 -0.17675991840249658 0.038193917865602535 -0.096481647891145036 0.97174669212035025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 6 -3 12 -7 10 -9 -11 -1 -14
right_child=1 5 4 -5 -6 8 -8 9 -10 11 -12 -13 13 -15
leaf_value=0.58490653944009441 0.0012204224625496055 1.2156856159101208 -0.043951111608924065 -0.023032278083472163 0.0095864061493239408 0.10403528091261027 0.066032176534716547 0.47956642734994565 -0.048711487071930674 0.23834736479165769 0.11336043587116112 -0.035821512418437902 -0.08021237409894072 0.12805245441041876
leaf_weight=0.44172247499227602 4579.1946301970165 0.46188851143233367 200.1370388494106 1707.4962450437015 5625.4053744049743 13.132148563396184 0.6056056534871459 3.1225659493356934 290.29041869548382 3.7787966225296286 48.40697940858081 16.577365418663248 14.929395448649297 0.5509778708219536
leaf_count=3 56636 23 2744 33370 50480 377 33 23 7818 97 591 309 793 2
internal_value=0 -6.28645e-05 0.000940553 -0.00536673 0.00774712 -0.0399776 0.56347 0.0731501 -0.0421006 0.101435 0.135552 0.0150736 -0.0545532 -0.0727998
internal_weight=0 12416.7 12112.2 6286.69 5825.54 304.49 1.06749 87.8078 303.423 71.8857 51.5295 20.3562 15.9221 15.4804
internal_count=153299 151481 143230 90006 53224 8251 56 1818 8195 1020 614 406 798 795
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=15
num_cat=0
split_feature=115 176 76 152 81 136 136 46 173 125 93 31 116 92
split_gain=95.2769 71.6804 67.8989 65.294 64.0562 61.3475 48.426 33.638 36.0187 24.9592 19.2587 6.55868 5.05197 3.28747
threshold=0.018920262221810914 0.083333881165136389 0.48293402280721959 -0.11455952894285244 0.18609596068712683 0.2229039501961744 -0.013926907194591167 0.10630585499062406 0.26103264034009405 -0.23903305623869606 -0.03213252976751698 0.68343273887380096 0.1530079866905589 -0.20569358008693714
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -5 -2 -4 8 -3 10 -1 -8 -11 -9
right_child=2 7 6 4 -6 -7 11 13 -10 12 -12 -13 -14 -15
leaf_value=-0.053893992777554148 -0.0017894615057406479 -0.010283317330265196 0.75910519273515908 0.0018133917004442208 0.024530953237250696 -0.040604963332506933 -0.060772948687646038 -0.19153258782233964 0.07806587375292956 -0.075622996728663738 0.040601695818641557 -0.12380233067149785 0.024044304406221254 -0.083614519595230433
leaf_weight=51.786379697034135 1569.6348684579134 125.53229552094126 0.70988471060991187 4160.1451541679562 1768.9642019360326 549.8056433997117 129.63328925496899 3.1979212611913708 72.966898710059468 334.05167300763424 36.960891952621751 18.918733273865655 5.1643833915004498 24.06121729593724
leaf_count=1037 12304 3258 16 31475 13142 4994 8064 12 596 76190 503 304 265 1139
internal_value=0 -0.0377028 0.00196677 0.00320613 0.00859123 -0.0118586 -0.0648625 0.0078888 0.0221932 -0.0617532 -0.014539 -0.0688 -0.0741056 -0.096275
internal_weight=0 653.722 8197.81 8048.55 5929.11 2119.44 149.262 225.758 198.499 427.963 88.7473 148.552 339.216 27.2591
internal_count=153299 83000 70299 61915 44617 17298 8384 5005 3854 77995 1540 8368 76455 1151
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=15
num_cat=0
split_feature=140 6 73 103 119 118 165 88 154 76 73 53 78 145
split_gain=72.3511 65.9492 70.0716 111.115 75.4922 29.5536 24.2954 19.9179 17.5185 80.6028 17.0024 11.7488 12.4986 7.93005
threshold=-0.12465566725188451 2.494679894408939 -0.01513071369493456 -0.018906111398003734 -0.084629576151910593 1.091361146532589 0.1483744396397555 0.010131470311566412 0.29998853394211217 0.22911443079010227 0.030053384782747342 -0.020105070504657315 0.12003869040953537 -0.20073767725855865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 7 8 -3 10 -10 -1 12 -8 -13
right_child=1 5 4 -5 -6 -7 11 -9 9 -11 -12 13 -14 -15
leaf_value=0.04049897035652994 -0.00024149851093848589 0.0036380913891269906 -0.030623733865763805 0.044963655443817224 -0.00011895332219118231 -0.023220707922664455 0.010709428093217521 0.18257314154511123 0.15298036634683126 3.248572209536043 -0.051209782145539041 -0.01608876519900802 0.72830871781667184 -0.071739223105604225
leaf_weight=41.803407085302752 1800.5145418311586 7.5816365554928771 1057.9413422788493 778.997927087883 3479.4627654003561 12.756102667073717 16.434166188177191 34.660957360290922 1.2686354632023711 0.090085730073042103 39.146549328463152 28.926399372634478 0.24635292292805289 223.05728718085447
leaf_count=1648 32567 179 12820 14898 40390 220 2568 563 284 10 1620 522 23 44987
internal_value=0 0.00109306 0.000250075 0.0134102 -0.00723145 0.110176 -0.0454078 0.150458 0.00212657 0.358224 -0.00385042 -0.0599705 0.0213076 -0.0653508
internal_weight=0 7171.92 7116.92 2579.51 4537.4 54.9987 350.973 42.2426 82.3087 1.35872 80.95 268.664 16.6805 251.984
internal_count=153299 101637 100675 47465 53210 962 51662 742 3562 294 3268 48100 2591 45509
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=13
num_cat=0
split_feature=115 112 10 152 16 90 129 103 28 142 27 28
split_gain=60.6511 57.3628 69.3491 80.1744 57.5331 73.3384 44.1772 21.7717 18.9392 18.0991 5.59441 5.47225
threshold=-0.19631000767281157 0.19145561844047118 -0.24694301658850548 -0.11455952894285244 -0.25686267968557042 1.4359388062563345 1.0172906287744041 1.2142087985293541 1.0422706551246383 0.90846973769914674 1.0492579761983925 0.55058892676546012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 9 -4 6 -6 -3 8 10 -2 -1 -9
right_child=1 4 3 -5 5 -7 -8 11 -10 -11 -12 -13
leaf_value=-0.089923016537347855 -0.084886228734504354 0.054244868670836804 0.013191983402369475 -0.020137775312708772 0.0069016223041498603 -0.043882609634187476 0.011921010999685386 -0.02477356665316981 -0.50027422308731218 0.11770955424429085 0.20084328234737492 0.10251606940477109
leaf_weight=90.895640399568947 135.66087854490615 412.53975591331255 1231.7980078266701 1742.9238142479153 2671.9430351759656 318.23158407746814 613.18908451468451 6.3588661551475507 1.1269236281514157 4.5577067874837658 0.66655979678034682 7.203223392367363
leaf_count=11456 13441 5468 22305 70529 23381 1578 4934 17 7 149 9 25
internal_value=0 0.000608049 -0.00957579 -0.00633631 0.00850715 0.00149687 0.0289433 -0.0755059 -0.0928211 -0.078301 -0.0878063 0.0428337
internal_weight=0 7130.84 3114.94 2974.72 4015.9 2990.17 1025.73 106.251 92.6891 140.219 91.5622 13.5621
internal_count=153299 141785 106424 92834 35361 24959 10402 11514 11472 13590 11465 42
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=13
num_cat=0
split_feature=127 28 134 173 89 149 52 146 93 77 91 146
split_gain=40.703 40.6717 81.9269 87.3841 50.6239 23.4387 17.8661 0.893506 0.0753281 0.0203935 0.0182246 0.00930878
threshold=-0.55080637842865354 -0.1389665012009548 -0.076111295467545012 0.41875248627587286 -0.062080373933676304 -0.5519902278721216 -0.064287663226555034 -0.42476402323638179 0.010862405957269441 0.44924952105005594 0.033997757142812009 -0.4075936170434768
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 -1 -7 11 -11 -9
right_child=1 2 4 -5 -6 8 -8 9 -10 10 -12 -13
leaf_value=-0.12812000232245049 0.29734198601702572 0.041342357680343784 -0.081077509621658078 0.33857420170847202 0.0016047575388457907 -0.082161365916900153 -0.081767290321742736 -0.097574333058162516 -0.090101432752217672 -0.095548951103731988 -0.08390365724885146 -0.081601252066793861
leaf_weight=4.7319614083971819 2.9557143915444613 346.72224619105691 74.806026099424344 10.181482990097718 7336.1717674432148 58.26688041590387 2.1453586533316402 0.36814607679843803 15.030594058101995 2.0865870397537938 3.7754361731931567 40.760313228092855
leaf_count=26 23 12359 3735 1259 119091 8167 202 2 558 12 350 7515
internal_value=0 0.00230059 0.00302389 0.0498216 0.000770167 -0.0693651 0.1379 -0.0867016 -0.0837896 -0.0825307 -0.0880488 -0.0817442
internal_weight=0 7846.28 7767.88 356.904 7410.98 78.3985 5.10107 51.7224 73.2975 46.9905 5.86202 41.1285
internal_count=153299 145394 136444 13618 122826 8950 225 7905 8725 7879 362 7517
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=13
num_cat=0
split_feature=76 157 76 63 140 152 103 104 116 178 104 61
split_gain=45.6209 45.5029 43.9102 87.1467 54.1009 35.0763 21.4958 61.4615 18.8443 60.309 5.97181 3.55158
threshold=-0.41785117183306786 -0.43925881871819855 -0.15686815906579465 0.01450252678614489 -0.37006026304591 0.77630907981998376 0.016503321243914005 0.21161485661095253 0.61011397808171863 0.11120675174642165 -0.08067938941884116 -0.069188890915275261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 8 7 -2 11 -10 -8 -1
right_child=1 2 4 -5 -6 -7 10 -9 9 -11 -12 -13
leaf_value=-0.036369642520706895 0.04161841290829614 0.057841870376211524 -0.036415477496563112 0.0041114586970612439 0.00083182032863727293 0.25176431461042198 0.24844749963902688 1.7215494750068741 0.45434452573136802 -0.051265087141765357 -0.066415203305165274 -0.09361127714923706
leaf_weight=12.361414214596151 12.476737540331666 395.76256846357137 405.5901547591202 1272.2848461915273 10116.201921915985 3.5035676080733529 0.60502817470114578 0.22165009705349881 2.7582311742007759 16.304109117481858 137.11640609049937 88.021375289186835
leaf_count=130 1138 2942 4698 11425 122679 33 46 14 23 414 9147 610
internal_value=0 0.00111118 0.00178572 0.0168596 -0.000603975 -0.0601059 -0.0535531 0.0709416 -0.0692537 0.0218943 -0.065032 -0.0865624
internal_weight=0 12340.3 12189.8 1668.05 10521.8 122.949 150.42 12.6984 119.445 19.0623 137.721 100.383
internal_count=153299 152089 141744 14367 127377 1210 10345 1152 1177 437 9193 740
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=15
num_cat=0
split_feature=115 44 24 167 157 94 127 157 129 83 125 85 96 9
split_gain=84.0381 81.1216 61.6428 74.7316 62.1011 56.9623 59.0519 51.4541 37.9633 32.9487 28.105 24.0143 20.1592 17.3521
threshold=0.018920262221810914 0.11100985076718133 -0.047197896753159843 -0.066163870476669856 -0.35407516735582922 0.0018440470296103133 -0.28533959991172808 -0.52533817911569314 1.0164965469167482 -0.097910181556279327 -0.24273768994408615 -0.11251617001711732 0.17569084483248287 -0.018403451865762657
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 7 -5 9 -7 -4 12 -2 13 -10 -3 -1
right_child=2 8 3 4 -6 6 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.071739338077932632 0.10490125661582649 0.063200775655863309 0.057569083325639231 -0.06193992760996439 0.0022354307575772839 0.05620170250405529 0.011636012157206506 -0.045536464565452371 0.045422150361025919 -0.10260858807011904 -0.073494509694154622 -0.071060794212067943 -0.10560588370683932 0.025000354096154406
leaf_weight=28.29964039940387 8.8344635539688152 110.90346940944437 53.026518893078901 155.18795830756426 5316.5407073919196 361.80048798117787 1668.4413475376787 554.8818320465507 25.448906740639359 57.155792854726315 343.41813039951376 58.117921414668672 7.5564902429468921 53.771509353071451
leaf_count=994 51 774 714 3913 41555 4266 11616 7890 113 294 78272 2228 133 486
internal_value=0 -0.0361553 0.00181848 -0.00328017 0.000415303 0.0166059 0.0195779 -0.0365428 0.0160237 -0.0748282 -0.0609304 -0.0355878 0.0524327 -0.00835727
internal_weight=0 627.516 8175.87 6079.64 5471.73 2096.23 2030.24 607.908 202.027 65.9903 425.489 83.5668 118.46 82.0711
internal_count=153299 83000 70299 54072 45468 16227 15882 8604 3248 345 79752 2341 907 1480
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=15
num_cat=0
split_feature=13 19 151 114 5 158 108 62 169 59 127 89 103 155
split_gain=70.483 66.1768 67.3188 71.9759 47.4449 37.7886 31.3947 23.1673 6.28814 10.0091 20.8214 3.83871 2.15672 0.889692
threshold=0.24475220026099639 -0.34635697164896467 -0.21185942149105721 3.6000251860720129 -0.032266164642470473 -0.066591635250556683 1.4055343682288115 -0.20759682229258783 -0.13464437043492469 -0.010826454447377577 -0.21264810988464231 -0.18529785409180102 1.2142087985293541 0.60604853602742415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 6 -3 -1 -6 9 11 -11 -2 13 -10
right_child=8 2 3 -5 7 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=-0.13852496732962369 0.34089654830307975 0.02494863835997187 0.049300312617710312 -0.0061615129304508943 -0.4515267986966941 -0.018084184002609402 0.071097510379710224 -0.070005040171550972 -0.081338433785753533 1.3418290944091 0.095407590018470462 -0.072984837061316005 0.1393570113227322 -0.035745814510438657
leaf_weight=8.607861759606747 0.23098803107859556 1493.1846163260052 245.21359480696265 5112.5640536725987 1.6047671990236256 236.36308792547788 42.031081289984286 194.0955758667551 120.00823017966468 0.14031442307168651 2.9891197379329224 7.5099911254364997 0.45102581148967047 4.438361363427247
leaf_count=57 38 19543 3989 77549 77 2306 734 4119 40014 33 173 2177 17 2473
internal_value=0 0.00014319 0.00191419 -0.00362315 -0.0508094 0.0190677 0.0354648 -0.0731336 -0.0725722 0.000376272 0.151293 -0.0606348 -0.0789213 -0.0797124
internal_weight=0 7333.66 7087.33 5357.78 246.339 1729.55 50.6389 195.7 135.768 10.8704 3.12943 7.74098 124.898 124.447
internal_count=153299 108374 103387 81538 4987 21849 791 4196 44925 2421 206 2215 42504 42487
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=15
num_cat=0
split_feature=118 111 34 76 55 112 126 10 17 169 1 110 56 119
split_gain=57.5359 92.1977 82.4506 91.2429 66.3475 64.2547 56.5263 50.8728 49.146 44.8647 43.6705 36.8209 33.3343 30.3161
threshold=0.31372063093787622 0.35747002715380188 0.032946639881937988 1.2379185703006073 0.57151707266910778 -0.28885010150483853 0.9543361652658866 -0.20078515812417921 0.011634041304481627 0.47738317575961897 0.10382036902896732 0.18299307410037721 2.3083122285637976 0.47669984164236706
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 8 -6 7 9 -1 -2 11 -8 -4 -9
right_child=6 2 12 -5 5 -7 10 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.043104274858481915 -0.036960608653985899 0.026441783489198574 -0.026302399008434025 -0.029243769739934845 -0.060317703366609902 0.034087217932493953 -0.072311949934157724 0.042551748837352375 -0.011745998922543341 0.087597651349439018 0.052060125493306568 -0.010039284476238463 -0.15436950407462691 0.014738420217344639
leaf_weight=1044.9266979953973 222.19524813391035 1576.5193275548809 398.29782240529312 361.77089107036591 90.723297995980829 351.15733577258652 132.10182144545252 716.84954549351824 957.99063006843789 33.243928787560435 80.745257730188314 337.62865745654562 21.417169511085376 864.50946987661882
leaf_count=46087 5551 17037 2480 2199 6834 6052 793 7828 47258 530 795 1694 68 8093
internal_value=0 -0.00676095 0.00734693 0.0160484 -0.020368 0.0147048 0.012234 0.0206579 -0.0281057 -0.0207501 -0.0158744 -0.0275522 -0.0328374 0.0273465
internal_weight=0 4802.8 2358.01 1938.29 2444.8 441.881 2387.27 1836.8 2002.92 255.439 550.476 469.73 419.715 1581.36
internal_count=153299 128015 21784 19236 106231 12886 25284 22002 93345 6081 3282 2487 2548 15921
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=15
num_cat=0
split_feature=45 68 68 16 77 107 154 39 169 100 64 7 41 65
split_gain=39.5041 56.7714 95.2412 123.313 76.8657 78.055 50.4566 41.5569 75.8106 39.5797 43.3015 10.177 9.02306 5.10362
threshold=-0.22733170113209225 -0.095776107821040832 -0.070942566208455696 -0.01447789973267736 3.0500455883037358 -0.27563819545091767 0.58427926949983366 -0.022308635393553957 -0.16174253743511166 0.61343868919494493 0.50960856145017541 0.72569264073511408 -0.025847682939564767 0.28919240512970196
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 -2 -4 9 -9 11 -11 -1 -6 -10
right_child=1 2 6 -5 12 -7 -8 8 13 10 -12 -13 -14 -15
leaf_value=-0.087821581167764118 0.016260977781985778 0.06220107497467299 0.00047071796024937763 -0.024501617055432204 0.083146690950941807 -0.053392314089556192 -0.075757700863177568 0.56364015077754659 -0.0078806806161794193 0.10151136827816686 -0.10257684917752474 0.2666048266058344 0.1937576023643714 0.11704270585277449
leaf_weight=26.123828923213299 232.80176819616463 550.71483581571374 6094.6103746731533 233.62578557082452 30.667584881186485 520.80868490226567 88.087972723209532 4.0664457171224084 3.9066658437950563 58.738734704442322 12.631675901822744 0.8360803141258647 9.7099767047911865 20.077394008636475
leaf_count=881 1391 5779 118548 5115 60 14450 6722 12 105 110 72 8 18 28
internal_value=0 0.000661773 0.00354905 0.0363756 -0.0246733 -0.0318753 -0.000615346 0.057024 0.164387 0.0263967 0.0653903 -0.0768301 0.109746 0.0966944
internal_weight=0 7761.03 6967.04 784.341 793.988 753.61 6182.7 126.381 28.0505 98.3303 71.3704 26.9599 40.3776 23.9841
internal_count=153299 152083 136164 10894 15919 15841 125270 1216 145 1071 182 889 78 133
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=13
num_cat=0
split_feature=119 57 170 160 8 28 20 116 13 82 113 53
split_gain=46.7696 44.7062 57.0242 43.338 59.648 58.7989 35.3117 22.6877 15.6076 11.6167 13.9831 2.80753
threshold=1.7544349884497434 3.405169510829587 -0.061410988967035555 -0.11605709668280102 0.3104304120250006 -0.010793724697194829 -0.37360304081516632 -0.25901202009706542 0.033079623599655751 -0.031820992030118365 0.4782699230168424 -0.10903006945059503
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 -5 -3 -4 -2 -1 11 -11 -9
right_child=7 3 6 4 -6 -7 -8 9 -10 10 -12 -13
leaf_value=-0.0020845099469163557 -0.3214178018607427 0.0039763556787305613 0.13293202185590014 0.0075624480130575752 -0.010887665927237404 -0.027159773410513701 0.036709277878171485 -0.25160465007436456 -0.067555836193211954 -0.01373386542881936 -0.10131195967106273 -0.1066946321387111
leaf_weight=212.82796121778665 3.272176945465616 1163.5760603030212 41.693809296935797 6752.4355086651631 2366.3177858092822 1266.8643556694151 447.2471097583184 1.4176575910532871 43.926045465981588 66.078399431600701 25.177618014160544 23.496380443684757
leaf_count=4589 22 17764 293 70427 25080 26331 5890 33 1128 1039 498 205
internal_value=0 0.00114436 0.0248754 -0.000387879 0.00277464 -0.0122533 0.0449145 -0.0617342 -0.0132855 -0.0544196 -0.0378967 -0.11494
internal_weight=0 12294.9 745.695 11549.2 9118.75 2430.44 488.941 119.442 256.754 116.17 91.256 24.914
internal_count=153299 151502 11900 139602 95507 44095 6183 1797 5717 1775 1537 238
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=15
num_cat=0
split_feature=163 51 59 87 53 136 145 80 2 41 14 140 123 24
split_gain=86.7883 62.6496 65.1696 53.4388 38.377 18.2846 16.6106 15.8903 19.0965 17.545 14.6727 14.0002 6.78672 4.92885
threshold=-0.19780802911446732 35.478171175960902 -0.19094484554120264 0.024506815694253562 0.029167550164480489 0.038665706447435298 0.38676395854137147 -0.036190358340078464 0.4474305534361846 0.054724046205382647 0.19609132061947884 -0.094675705902070126 424.50000000000006 -0.038221527699355121
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 6 -4 12 -6 -3 9 10 -1 -9 -11 -2 -10
right_child=1 2 3 -5 5 -7 -8 8 13 11 -12 -13 -14 -15
leaf_value=-0.11133916104681506 -0.014186432830106441 0.034067409642651994 -0.0059349142135770661 0.010514874865212891 -0.05269822353542112 0.0041190907319959965 0.12552855893581447 -0.075221326084780535 -0.15763404781433807 0.041621392281085745 0.070281335402444176 -0.1298342727848838 -0.07106091422914694 -0.29725713577307539
leaf_weight=14.205456141207831 23.528242082102224 32.159582587424666 4080.0373229658871 3827.4601789041772 75.194683411158621 229.54087186971446 51.907072053349111 145.78654671834374 9.4960002879961376 34.562707979115658 7.2764928864780805 5.5235331709263837 193.79113047217834 3.4457480181008568
leaf_count=1768 1652 1263 43679 35613 1508 2567 398 35409 73 196 117 117 28923 16
internal_value=0 0.000765846 0.00295837 0.00202727 -0.0327971 -0.0099008 0.0905402 -0.0628074 -0.0781666 -0.0158444 -0.0683042 0.0179963 -0.0649034 -0.194809
internal_weight=0 8513.62 7991.56 7907.5 522.055 304.736 84.0667 220.296 166.005 54.2917 153.063 40.0862 217.319 12.9417
internal_count=153299 115603 80953 79292 34650 4075 1661 37696 35615 2081 35526 313 30575 89
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=15
num_cat=0
split_feature=154 68 121 13 157 166 70 74 128 128 157 16 55 112
split_gain=67.2433 97.1973 90.5743 65.5924 94.821 84.3835 42.8109 32.5532 34.6016 30.1986 28.0601 23.3547 35.0365 16.3104
threshold=-0.20335378994107009 0.56177067098314537 -0.067982083728562154 -0.34795220973096791 -0.43029790523900441 -0.40611354078151535 0.6821868662866365 0.35566781152856175 -0.37441352308530368 0.449462989061231 -0.23986864293789398 0.50029574693075729 0.2551006553541022 0.66683521987452687
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 5 -5 -2 9 8 -3 -1 -9 13 -13 -4
right_child=1 7 11 4 -6 -7 -8 10 -10 -11 -12 12 -14 -15
leaf_value=0.029116527213857435 -0.023130492661812416 -0.066191205241138598 -0.066263555775745372 0.064541496961368003 -0.0082928317561204567 0.035222637286768957 -0.07653728264545763 0.058635803634503741 0.091708279861646674 0.15048763850986779 -0.046368761278123033 0.092114000564145815 -0.056046059121876192 0.048612693605642
leaf_weight=143.16350579424761 337.66293663764372 14.979314552270806 408.9328147371707 185.39855382405221 4980.1309872286511 931.3404641195666 34.044238972011954 56.165615962585434 188.80695826903684 23.926208564545959 46.534283562388737 25.815643478417769 41.811812581669074 12.744754342129452
leaf_count=1990 4412 1491 23713 2261 98695 11531 194 801 2681 123 1040 1350 2701 316
internal_value=0 0.00194625 -0.0308207 -0.000674413 -0.0056787 0.0196957 0.0256713 0.0569658 0.0801019 0.0464961 0.0110573 -0.0540423 0.000511551 -0.0627915
internal_weight=0 6741.02 690.439 6434.53 5165.53 1269 201.134 306.486 203.786 167.09 102.7 489.305 67.6275 421.678
internal_count=153299 122912 30387 116899 100956 15943 2307 6013 4172 2113 1841 28080 4051 24029
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=15
num_cat=0
split_feature=134 29 112 44 163 176 100 50 104 73 89 169 60 18
split_gain=52.5315 57.314 68.3525 72.2247 65.6861 48.0943 54.4275 21.0964 6.33983 21.8498 13.8687 6.68532 14.3161 4.56925
threshold=-0.040067555837800826 0.02830290288177981 0.33829886075494475 -0.065707177444593132 -0.33547549815739669 -0.087296952702945782 -0.011911301892871089 -0.021348922095191274 -0.29597877308776482 0.30587349497230298 0.062297868875634994 0.44125522304992643 0.21995827172230206 1.5255462703540845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 9 10 -1 13 -13 -10
right_child=1 2 4 -5 -6 6 -8 -9 11 -11 -12 12 -14 -15
leaf_value=-0.081628132943505696 0.0037774208388437511 -0.074222296968691981 0.050990489328817779 -0.0095216611920549785 0.0026832245764919268 -0.015289691730444258 0.040922555113938476 -0.080272171477765469 -0.079661259479729379 1.2132126730908557 0.29278937399944882 -0.080601157974710014 0.14263104324208326 0.1514915459375413
leaf_weight=4.2428867040580363 59.22324585923343 183.06490279053105 318.82390587066766 2998.525946014066 2403.180462154327 221.00169889777317 780.82304006878985 60.238354682864156 105.88718831868027 0.15401658881455649 1.2900932054035363 8.0017093474161793 4.4820190432365044 0.86212152813095499
leaf_count=1349 6300 7700 1973 33331 15585 25950 16513 4202 36927 2 6 2581 77 803
internal_value=0 0.000644749 -0.00329175 -0.0132445 0.00834138 0.0213705 0.0285222 -0.0386045 -0.0647769 0.0383755 0.00567265 -0.0696969 -0.00045435 -0.0777944
internal_weight=0 7024.88 5903.6 3181.59 2722 1121.29 1001.82 119.462 124.92 5.687 5.53298 119.233 12.4837 106.749
internal_count=153299 111554 58589 41031 17558 52965 42463 10502 41745 1357 1355 40388 2658 37730
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=15
num_cat=0
split_feature=106 76 65 106 34 89 161 76 59 109 50 119 151 43
split_gain=39.8807 48.8913 80.0449 76.557 79.8614 74.0958 72.1503 65.8042 33.8531 39.2351 34.8799 42.6935 22.9836 11.5157
threshold=-0.40608381759933992 0.14781392226393894 0.075799210703821035 -0.012565063368381481 -0.080246473852013889 0.59741761255651638 0.44067835298930647 -0.025787330578571469 -0.076689610083235854 0.62616813302162377 0.56408104689668426 0.12800732545769505 -0.096001850660376545 1.0123197301545652
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 4 -2 -4 -3 -5 9 12 11 -10 -1 -11
right_child=1 2 5 7 -6 -7 -8 -9 10 13 -12 -13 -14 -15
leaf_value=0.1115727057410956 -0.041059084877800092 -0.03918257016576257 0.0089097397225815032 0.012400166564474947 0.028024732749706568 -0.02541398445538158 0.80370045365598008 -0.025553606788954443 0.024423525724715858 -0.0044078522997951716 -0.098419844161478143 0.16569859162822659 -0.0092225009379153303 -0.11066345002833133
leaf_weight=34.190288948826492 184.17822536680615 710.41890721692471 2226.1138201881549 914.34321702015586 1829.6786413940426 876.59393479872961 1.0170084878918704 912.93141745272442 36.568907742621377 16.979588686488569 9.1155564293730986 51.538300080224872 29.20699111931026 25.544283652212471
leaf_count=87 5450 12411 13646 51663 32484 9370 125 26934 391 63 53 197 209 216
internal_value=0 0.00029536 -0.00772449 0.00825886 0.0217066 -0.000787586 -0.0379777 -0.00656206 0.0451871 0.00607697 0.0877965 0.107062 0.0559226 -0.0682361
internal_weight=0 7655.28 3814.14 3841.13 2013.86 3102.71 711.436 1827.27 203.144 105.921 97.2228 88.1072 63.3973 42.5239
internal_count=153299 152083 35552 116531 37934 23016 12536 78597 1216 575 641 588 296 279
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=15
num_cat=0
split_feature=145 122 135 107 157 96 154 65 16 58 49 148 49 67
split_gain=43.0706 48.172 49.5843 59.9437 42.2695 42.0339 32.4379 16.4585 11.9658 11.0642 13.4663 7.98077 20.2315 6.84804
threshold=-0.3803288347574032 -0.30071262667498333 -0.033739665877027855 -0.18615231157507517 -0.43925881871819855 0.10544835086401104 0.41052110766095934 -0.032383345757683764 -0.28660880496425273 -0.034053345338705542 -0.021553502107355696 -0.85482912150575985 -0.081675992910203263 -0.030874224172064799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 7 -6 -4 -3 9 -1 -11 12 -10 -13
right_child=1 4 6 -5 5 -7 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.06322722899122081 0.26447810583190834 0.36987116790015251 -0.051393280624251594 0.062975975526096836 -0.0028021242124168814 0.010414909897777566 0.094674953665705622 -0.06278725737040336 1.3597503572447707 0.30452514168100536 -0.081980737108970664 -0.076161585754056349 -0.080459389962360059 -0.00057802358274887367
leaf_weight=3.6719590038992465 18.645348428632133 0.88593386439606447 49.693510555429384 70.908233314286917 8639.7856456736918 3335.010671852855 21.90516742086038 116.14701577293454 0.13863923191092908 2.716060945764184 1.3492363255936641 103.72672139073256 0.32901513361139123 13.55329165747389
leaf_count=153 405 100 1292 1008 101495 29629 233 6977 5 31 67 10094 57 1753
internal_value=0 0.0010182 0.0553313 0.104929 0.000294349 0.000878853 -0.00670462 -0.0595121 -0.0578671 0.0625971 0.176247 -0.0657829 0.3465 -0.0674269
internal_weight=0 12253 161.152 89.5536 12091.8 11974.8 71.5987 117.033 125.485 7.73726 4.0653 117.748 0.467654 117.28
internal_count=153299 141139 2938 1413 138201 131124 1525 7077 12160 251 98 11909 62 11847
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=15
num_cat=0
split_feature=166 143 174 137 64 55 34 112 150 115 121 176 129 34
split_gain=77.6622 60.7323 87.0082 81.0107 77.6364 68.7832 51.2362 23.9773 18.2847 16.9433 15.5792 21.8275 3.64236 0.011627
threshold=-0.18341395873882624 0.030817004920759113 0.44305314019347569 -0.0064657601011080335 -0.21788064682219949 0.051136716105058579 0.090033307197456683 -0.39353481194600864 0.31107628966836781 0.10122592070677652 -0.093380635796476125 -0.042957556421167969 1.0143437306701995 0.35985249281125303
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 6 -5 -2 -3 9 -4 13 12 -12 -9 -1
right_child=1 3 8 4 -6 -7 -8 10 -10 -11 11 -13 -14 -15
leaf_value=-0.086748420838110962 -0.0071067777836631473 0.083065469628385402 -0.08584710456690256 -0.5123719792093816 -0.0019619949855556864 -0.047830730104955303 0.017733958053242946 -0.16535201008305167 0.07499314619859837 0.20827937181339595 0.13786652560435247 -0.048537748724015846 -0.085984339092902054 -0.10229397026090625
leaf_weight=2.2560237732832307 1479.8945070696645 127.63527676742524 7.4995699943974605 2.9822276963386676 4129.3439626674517 576.24021861515939 2017.6612748678308 6.1295076975366092 122.82698291703127 5.6623323857784271 6.6355051170976358 117.8919221717515 102.055882820845 0.61154145002365101
leaf_count=109 52364 1029 81 61 34502 4462 16256 418 1376 10 1014 6236 35378 3
internal_value=0 0.000855561 -0.0134976 0.00585468 -0.00233035 -0.0185198 0.0216209 -0.0566858 0.0657377 0.107983 -0.0627216 -0.0386051 -0.0904811 -0.0900637
internal_weight=0 8464.08 2186.46 6277.62 4132.33 2056.13 2145.3 241.243 130.327 8.5299 232.713 124.527 108.185 2.86757
internal_count=153299 110131 58283 51848 34563 56826 17285 43168 1457 122 43046 7250 35796 112
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=15
num_cat=0
split_feature=115 4 173 164 142 154 151 121 101 128 19 16 16 7
split_gain=68.1582 98.3887 139.807 137.471 60.83 72.3253 63.2573 59.6542 57.5664 60.6426 51.4002 45.9948 33.4217 35.6954
threshold=0.0052699212664919929 -0.014650254076300939 -0.055003788054340141 -0.14806433997891855 0.020310738280517961 -0.18963659746822073 0.016820313525832235 -0.065896085021616591 0.11198981044514404 0.11044858706672338 0.12638044171686208 -0.20778740151268529 -0.11333288236340711 0.26806458437624398
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 12 7 -7 -6 9 -3 -10 -1 -2 -14
right_child=4 8 3 -5 5 6 -8 -9 10 -11 -12 -13 13 -15
leaf_value=-0.011493789935662945 -0.070533443064834153 0.033194249704633069 -0.080686020222676291 -0.0057970389555028461 0.03243341950946417 0.026116463358895278 -0.028366291729534723 -0.050744829613842385 0.065540086533221534 -0.025075662016123247 -0.00072038566429109461 0.016465464601330724 0.021647274382567271 -0.050595761394346919
leaf_weight=830.88653835671721 264.09009423985844 426.62810724094743 398.33913330594078 637.24881175230257 106.34058604412712 708.12124907464022 304.8457884832751 455.76098897249904 491.301734858891 307.21567261382006 153.69748762459494 2015.934687049943 115.66251611954067 167.35692249162821
leaf_count=9893 8376 10839 2919 15276 1145 11906 14207 28115 4373 4200 1834 29459 2562 8195
internal_value=0 0.00500944 -0.00314014 -0.0346031 -0.0162207 -0.00624242 0.00972024 -0.0350088 0.0279562 0.00880019 0.0497508 0.00830515 -0.044947 -0.021072
internal_weight=0 5261.25 3882.41 1035.59 2122.18 1575.07 1012.97 562.102 1378.84 733.844 644.999 2846.82 547.11 283.019
internal_count=153299 78793 57547 18195 74506 55373 26113 29260 21246 15039 6207 39352 19133 10757
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=15
num_cat=0
split_feature=64 90 176 53 8 165 13 58 103 13 8 93 106 21
split_gain=50.9264 61.5163 73.7207 58.6475 67.7502 61.5938 53.2802 29.8136 15.5036 9.03545 14.0284 7.94132 20.9848 6.39399
threshold=-0.0091970151936241838 0.0010683905047607124 -0.11168689043384748 0.099846488029459626 0.30362152941197323 0.095903587098272861 0.32406894783163848 0.62296522873153215 0.079751036574281051 0.041468542375334878 -0.10143151074312599 -0.14539549784311526 0.069613843776691081 0.55575599748753401
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 5 -5 -3 -4 -2 11 10 -10 12 -1 -13
right_child=1 3 6 4 -6 -7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=0.32681860488100839 -0.081326855012193652 -0.038600912743577097 0.048604876754147597 -0.033903303393576494 0.0023835770015328589 0.0079335612494667845 -0.0412530748493583 0.2433285738202372 -0.081405015522635904 -0.080717661641286964 0.11966257609010744 -0.080000722319107639 -0.081188888478897214 0.10554259456893506
leaf_weight=1.7965943315648463 68.917490641615586 306.99736436753301 592.52327787163085 1049.1489077984006 1009.7286764809396 3870.6808109456906 74.255572418507654 2.9496438717469564 5.0109186160843864 6.6192364748567334 11.283552022883669 119.37064715057204 4.2251165707129985 1.88665211200714
leaf_count=140 5177 4382 17246 11214 10151 38679 5716 59 1834 1394 212 56085 1000 10
internal_value=0 0.000938209 0.0282262 -0.00229372 -0.0161072 0.00451397 0.0385979 -0.068002 -0.0579154 0.0178066 0.0578297 -0.0715474 0.0405413 -0.0771138
internal_weight=0 6975.2 738.646 6236.56 2058.88 4177.68 666.779 71.8671 150.193 22.9137 16.2945 127.279 6.02171 121.257
internal_count=153299 92624 28198 64426 21365 43061 22962 5236 60675 3440 2046 57235 1140 56095
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=14
num_cat=0
split_feature=144 127 59 20 77 118 156 2 139 31 48 160 2
split_gain=38.1247 37.2416 38.8399 43.5274 37.7819 23.2041 22.5886 15.831 14.9836 2.81096 3.32742 0.594478 0.0141209
threshold=0.049652987177077952 -0.55080637842865354 3.8455316940963988 -0.33900103316571317 -0.30332645629218197 -0.29734296481113026 0.36075950053085293 -0.13060027512073072 -0.24069503248653429 0.34433753421704233 46.862586291042085 -0.42095004551890258 -0.16851768920473892
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 4 -4 -3 9 7 -7 -8 10 -1 -2 -13
right_child=1 2 3 -5 -6 6 8 -9 -10 -11 -12 12 -14
leaf_value=-0.1225566588723349 -0.12060912628821992 0.069617663979283192 0.50343714149618468 0.070618168476221946 0.0016415786113680301 -0.031126475685759422 0.14282469553318286 0.30413882792922309 -0.068768328022012923 0.12347341570993527 0.097869842650360694 -0.084973904044097701 -0.081061141411153864
leaf_weight=1.1565354018239296 4.4664718727581194 82.667961623694282 2.4489104740787289 45.385663360008039 7491.6863660257077 2.7574241089168936 3.4261698040645561 2.8788739209994665 144.2380259258789 8.19787849485874 1.6790479421615601 13.393495667260138 29.624630178586813
leaf_count=64 26 2017 34 358 137553 59 72 7 5219 12 3 474 7401
internal_value=0 0.00240076 0.00295076 0.0927765 0.00238348 -0.0462784 -0.0563594 0.140118 -0.0638589 0.0937881 0.00796557 -0.0858847 -0.0822794
internal_weight=0 7669.67 7622.19 47.8346 7574.35 164.334 153.3 5.6363 147.664 11.0335 2.83558 47.4846 43.0181
internal_count=153299 147863 139962 392 139570 5436 5357 66 5291 79 67 7901 7875
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=15
num_cat=0
split_feature=74 139 19 154 106 136 111 35 148 100 86 31 26 154
split_gain=39.5174 44.9197 69.1954 60.1201 61.8005 58.9428 50.4641 47.8204 44.8918 29.4283 24.0684 37.5392 22.9473 10.7434
threshold=-0.22370394526182671 -0.020949757489479071 0.49098461060074133 0.024212589374822308 -0.049800561556931029 -0.006210207882429865 0.03378347285208768 0.060218777713691461 0.57637500002478137 -0.23392148605205104 -0.29931739753907982 0.063613931870798737 0.029294461059841834 0.16281072818457704
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 7 -5 -2 -4 -3 10 -10 11 -1 -12 -11
right_child=1 3 6 4 -6 -7 -8 -9 9 13 12 -13 -14 -15
leaf_value=0.27148657617876021 -0.0049048561854241083 -0.031237918832202047 0.21809631131571636 -0.0068278044657228872 0.022632106465248134 0.014465797601454595 0.046219278392115766 -0.00025383619884907801 0.20678492029303186 -0.041876223908228413 -0.021381380792155198 -0.083834223356624132 -0.06712706611833788 0.14724466951701451
leaf_weight=6.5562629997730237 3005.045553553151 1209.2204428403056 18.447362103499472 2021.7205257333699 1099.2540587689728 3291.491725348169 230.8556718127802 847.05590095289517 13.304187076166274 11.990037535550071 441.87738143646857 5.4408003650605679 145.84969741589157 4.007743554422631
leaf_count=33 29655 27350 117 28443 12994 29099 8912 7065 51 266 6557 131 2580 46
internal_value=0 0.00176182 0.00726691 -0.00519852 0.00354842 0.00522108 0.0589374 -0.0184744 -0.0239664 0.096892 -0.0298714 0.110345 -0.0327336 0.0055021
internal_weight=0 11723.1 6545.84 5177.25 3120.97 6296.54 249.303 2056.28 629.026 29.302 599.724 11.9971 587.727 15.9978
internal_count=153299 143635 67783 75852 41437 58754 9029 34415 9664 363 9301 164 9137 312
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=15
num_cat=0
split_feature=163 76 118 142 59 71 136 171 116 13 88 88 92 98
split_gain=69.9241 59.6409 54.163 79.5009 52.3958 20.4705 19.2305 27.3384 15.3353 14.9915 11.7377 9.89058 6.40616 4.80657
threshold=-0.19780802911446732 0.48293402280721959 -0.08804030671441733 0.1255347158801747 -0.19094484554120264 -0.040977601417541164 -0.013926907194591167 2.221410108203234 0.037321790671864079 0.35139164144013058 0.10754044390599493 0.0025861318186871291 -0.057859212971919372 -0.029064242972530217
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 8 7 -3 13 10 -7 -8 -10 -1
right_child=1 6 4 -5 -6 9 11 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.086622667084363392 0.0022865057081419169 0.065586921295835168 0.086610655193198993 0.041407927810364023 -0.0046152785400852608 -0.071825102398909255 -0.011856238525227315 1.0646142380904551 -0.092496893451236156 -0.18116615381279727 0.10480507313461336 -0.079646192728977439 0.06638413807005121 0.084358268023381186
leaf_weight=16.566522038832776 1730.3327158158936 1.2929907959769469 63.651854405994527 742.2836326934048 5785.9498612428433 139.97366927469557 26.406338493456133 0.34754300792701531 2.8440187687519964 12.520101267844437 3.8662297459086394 116.36745636007981 23.568076998693869 1.8252952819166228
leaf_count=1472 22878 226 1969 11285 68962 35736 1130 4 26 81 121 9149 152 108
internal_value=0 0.000516793 0.0016224 0.0140308 -0.00362261 -0.0591369 -0.0631967 0.277228 0.000455898 -0.0762128 -0.0670775 -0.0671083 0.049276 -0.0696537
internal_weight=0 8466.63 8322.22 2472.62 5849.6 201.164 144.414 1.64053 44.8039 156.36 143.84 142.774 26.4121 18.3918
internal_count=153299 115603 105094 34163 70931 37696 10509 230 1758 35938 35857 10279 178 1580
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=15
num_cat=0
split_feature=73 96 44 8 172 178 95 128 126 65 27 93 16 2
split_gain=60.4577 160.773 65.3794 64.2049 50.7215 44.6542 32.1693 32.8087 31.0671 31.4721 27.9148 25.8741 25.7135 25.246
threshold=0.47834146043493897 0.50814110055896877 -0.12635562194855757 -0.29348280067901139 0.51031044123386748 -0.16862164634021834 0.84640364579467275 0.044567162817720614 0.93194843703655161 0.089415617037571518 0.29588621110483804 0.8496060697090192 -0.15651828475153598 -0.20223316108045533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 10 -1 12 -8 -6 -10 13 -12 -3 -2
right_child=4 6 3 -5 8 -7 7 -9 9 -11 11 -13 -14 -15
leaf_value=0.010043520828457844 0.064713257548054251 0.006259530021790422 -0.044769864635749473 -0.0027475924977852749 -0.065526159272562293 0.062181719669330317 0.032124684401642782 0.15238701491994933 0.040492610078952634 -0.03526149465744239 -0.080941797438293259 0.011207995047279359 0.065545942826513007 -0.014615202734226646
leaf_weight=598.09195167932194 109.06190945906565 108.24227435473586 393.82785268919542 4735.0993434967531 279.7066305463668 226.46633873699466 34.635743569233455 65.742027468862943 67.400226513738744 294.34055761364289 51.438577753957361 74.748263359768316 225.69123084418243 63.461213672009762
leaf_count=10190 491 1767 4279 110704 10786 3778 684 508 779 5774 400 620 2093 446
internal_value=0 0.00251242 -0.00177253 -0.0059743 -0.0246483 0.0243634 0.06125 0.11089 -0.0404987 -0.0211468 0.00938871 -0.0263558 0.0463287 0.0355329
internal_weight=0 6387.8 5953.49 5128.93 940.157 824.558 434.311 100.378 641.447 361.741 298.71 126.187 333.934 172.523
internal_count=153299 134003 128951 114983 19296 13968 5052 1192 17339 6553 1957 1020 3860 937
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=13
num_cat=0
split_feature=115 139 157 73 8 167 135 112 157 139 93 22
split_gain=52.2896 50.6698 112.309 96.27 95.4385 100.678 84.8915 60.1036 15.217 15.0401 6.09658 0.23926
threshold=-0.19631000767281157 -0.07634185907016032 -0.13268891784473005 0.50404981180026198 0.79846804063417076 -0.039216823132098053 0.47158363943598325 -0.31258328438136934 -0.5679095946298951 1.2222277741337693 1.1565437429525398 0.24236529542502425
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 -2 -4 -6 11 10 -10 -1
right_child=1 2 6 -5 7 -7 -8 -9 9 -11 -12 -13
leaf_value=0.070410687572453834 0.033546639116147983 -0.0217685767150653 0.037306009093370791 0.009916687037181824 -0.062075826549628468 -0.043096843834689785 -0.016140670076438931 0.06446327654898272 -0.086079425427012857 -0.46521188603660746 0.030487238168646409 0.11300719871587717
leaf_weight=2.8382038945564991 210.83674753727973 1769.7705196287861 1386.3735254836502 2092.8827534045558 46.385197698837146 916.04575695440872 378.26753252593335 196.76024979987415 82.829589068802306 1.0241659656167019 4.7437773915007702 2.4628741862252355
leaf_count=30 6761 36064 30278 11715 755 51494 2972 1746 11443 6 25 10
internal_value=0 0.000749179 0.00494796 -0.0046007 -0.016497 -0.0287571 0.0258492 0.0403232 -0.0743737 -0.0842208 -0.0797651 0.090201
internal_weight=0 6997.32 5627.29 3862.65 1370.03 1126.88 1764.64 243.145 93.8986 88.5975 87.5734 5.30108
internal_count=153299 141785 81029 47779 60756 58255 33250 2501 11514 11474 11468 40
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=14
num_cat=0
split_feature=29 26 8 94 113 112 70 14 18 18 102 73 43
split_gain=36.9903 52.361 108.062 243.911 54.361 47.4605 86.9417 79.6257 1.94176 12.5122 0.102876 0.0101384 0.00806677
threshold=-0.14303893559379813 -0.078901624672784748 0.4778562892382906 0.0026132170594677577 0.37509978739808242 -0.012213432572801943 0.064056034923582791 -0.42757547145966673 0.78820891509087698 0.79614555342963789 0.66248498654006693 -0.38335318815666597 0.34182904520615803
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 10 -10 11 -1 -11
right_child=1 5 3 -5 -6 6 -8 -9 9 12 -12 -13 -14
leaf_value=-0.085789794123688812 0.057167153686410344 0.092760964714925759 5.1880681897350671 0.46493486458987188 -0.039566374524958745 0.028996190674003608 -0.0019167965431648622 -0.024059301311246627 0.41401970734084748 -0.100081542597745 -0.110278593707969 -0.081653256750289782 -0.08096709844264019
leaf_weight=6.7915306920767753 256.38804190352676 61.483759574242868 0.11389002128271331 2.7354913978488185 75.114223634882364 1106.7368155048462 5112.8672456290806 1143.5797571056755 0.59146252006757905 0.23627381550613824 1.3357838494703163 46.444774457020685 3.3687784184585325
leaf_count=351 13395 491 34 561 1054 30533 41722 58249 28 5 13 6000 863
internal_value=0 0.00180797 0.0405192 0.653719 0.0352486 6.47017e-05 0.00358396 -0.018099 -0.0778281 -0.0122792 -0.0828687 -0.082181 -0.0822199
internal_weight=0 7759.02 334.352 2.84938 331.502 7424.67 6219.6 1205.06 58.7686 4.19651 54.5721 53.2363 3.60505
internal_count=153299 146039 15044 595 14449 130995 72255 58740 7260 896 6364 6351 868
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=12
num_cat=0
split_feature=119 76 151 168 59 91 47 137 107 82 146
split_gain=40.9835 40.0651 58.9421 40.0247 52.2834 48.0637 19.0094 18.4319 11.7823 10.2561 9.58301
threshold=1.7544349884497434 -0.41785117183306786 0.94171971081514083 17.34477876373634 0.8412450540096621 0.010323927183163904 -0.1090234530263683 -0.18498286277497125 0.64024672170937902 -0.031820992030118365 -0.24109673371521409
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -3 -5 10 -8 -1 -9 -2
right_child=6 3 -4 5 -6 -7 7 9 -10 -11 -12
leaf_value=-0.087683119044469029 -0.39634497871959479 0.0027447497526484899 0.33443326720005789 0.024832672839905694 0.044523716218758731 -0.020442019186124337 0.58953188616449415 -0.11156358118996008 -0.010430196196586632 -0.037225798690461755 -0.10543867556922998
leaf_weight=87.17462455201894 2.3978452858282253 10113.1207308257 3.7190259024500838 282.57742851937655 308.67818635061849 1377.5977791432524 0.44841187488054757 23.51217256707605 25.522524892818183 88.105262514785863 2.14570221339818
leaf_count=561 27 128495 26 3036 3004 15765 35 216 615 1501 18
internal_value=0 0.00112241 -0.0572616 0.00168497 0.00398218 -0.0127358 -0.0584443 -0.0503145 -0.0701876 -0.052885 -0.258964
internal_weight=0 12198.4 116.416 12082 10421.8 1660.18 116.609 112.066 112.697 111.617 4.54355
internal_count=153299 151502 1202 150300 131499 18801 1797 1752 1176 1717 45
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=15
num_cat=0
split_feature=116 130 45 91 27 130 85 173 112 96 9 45 139 118
split_gain=67.6025 68.6188 53.4947 46.2548 71.6076 60.9211 39.1496 36.8844 43.7723 42.9468 29.6199 26.9213 21.8011 19.4036
threshold=0.016068834984355823 -0.48248197003084503 0.94840204383917059 0.01442953610904661 -0.028101765779594969 0.65115254426184366 -0.11000573875844349 0.75654637902817223 -0.28499388838108652 0.16026202282185262 0.61067488532431535 0.18342196479435355 -0.1988199181166225 -0.33612702686557744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -2 -5 11 9 -9 -4 -8 -3 -1 -14
right_child=2 6 7 5 -6 -7 10 8 -10 -11 -12 -13 13 -15
leaf_value=0.090148002022833226 0.0098558390397580804 -0.02236443551108263 -0.15523123798435959 0.014415301584102775 -0.018511499815798922 -0.057059880237512885 -0.057642384681723058 0.037420296879501234 -0.031447828455788591 -0.03744660433552429 0.11404605495170522 0.079695026149430331 0.22338024713693994 -0.090165243257108563
leaf_weight=56.735189965926111 1844.4965165266767 82.635441197722685 41.16906867607031 3635.8631967238907 1719.342779765313 123.29343910200987 483.44054401350149 129.97499170759693 318.32709766074549 124.79461246042047 10.261798473191446 37.608594554942101 2.3192512065870678 13.246810784388797
leaf_count=401 14130 2683 312 36201 14417 1184 77095 1324 3343 710 342 139 22 996
internal_value=0 -0.03076 0.00195503 0.00433271 -0.00382973 0.012071 -0.0416115 -0.0263906 -0.0114811 -0.0666643 -0.0540738 0.00955659 0.0613853 -0.0434488
internal_weight=0 686.248 7937.26 7323 3563.84 3759.16 613.946 614.266 448.302 165.964 493.702 120.244 72.3013 15.5661
internal_count=153299 81678 71621 65932 28547 37385 80259 5689 4667 1022 77437 2822 1419 1018
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=15
num_cat=0
split_feature=72 74 104 155 56 55 19 100 74 13 93 69 13 143
split_gain=61.3708 62.7709 73.2739 56.4207 75.6519 58.499 49.1994 48.5903 28.499 26.9051 17.2976 13.11 7.34526 10.5104
threshold=0.97604482072419496 -0.019575720229693786 -0.012507993169612571 0.0090850702795065956 -0.021809505335544096 -0.0015666290392099937 0.15189237403386627 -0.0084014175704898615 0.87292581301901984 -0.24588022776215421 1.8974411453943714 1.3770254164029601 -0.45351608487303424 -0.040409026969520659
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -3 -1 -4 9 10 -2 -11 13 -10
right_child=8 3 7 4 -6 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=0.0079954431085448464 0.10075349268764176 -0.046138884961078583 -0.052315202808227726 -0.011677438847184007 0.027942991053713975 -0.010894819709697131 -0.033280215992332655 0.048096610381300975 0.38773723149848704 0.0055064094905763073 0.35664330662223842 0.082252077090602754 -0.047182582272052243 0.018373165186244076
leaf_weight=1512.1069933017134 80.754543429240584 634.4650967392372 52.618160526151769 1365.5621747692639 744.76594891789136 1827.3855744192842 356.95479055441683 572.98030892614042 0.89763581193983544 64.559764184232336 2.7310213102027765 33.970569393946789 31.876655955798924 5.4347108434885731
leaf_count=33720 553 6246 3805 23277 11518 39231 20615 11872 7 1149 56 469 684 97
internal_value=0 -0.00273131 0.0100279 -0.00969293 0.0023052 -0.0199779 0.000112587 0.0396511 0.0508745 0.0673565 0.109124 0.0319662 -0.0276407 0.070732
internal_weight=0 7066.84 2494.66 4572.18 2110.33 2461.85 1869.06 625.598 220.225 182.016 83.4856 98.5303 38.209 6.33235
internal_count=153299 150284 70012 80272 34795 45477 54335 15677 3015 2227 609 1618 788 104
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=15
num_cat=0
split_feature=72 70 151 77 16 106 49 53 82 65 19 123 141 16
split_gain=50.3058 50.9367 87.9338 73.2395 82.7853 77.6965 53.6546 39.6875 27.7043 44.7046 23.7814 17.8008 12.0159 16.2939
threshold=0.97604482072419496 0.043321883916985847 -0.14106988258197706 0.11056893070712125 -0.25686267968557042 -0.13013944673420397 1.7094778689722945 0.28369374533778718 0.95970466938678078 0.28919240512970196 -0.24972853676047715 348.50000000000006 27.369020102018997 -0.39848162247553859
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 -3 -4 -1 9 11 -11 -2 13 -10
right_child=8 3 6 4 -6 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.04001286811319818 0.19491333938894059 0.066077751026767939 -0.05295830810139876 0.022406132368209746 -0.012822238562861505 0.012410962214096169 0.087168457042147041 -0.039483276759295728 0.10865963304730153 0.0078420930604294978 -0.083658096109670108 -0.013996117566112959 0.034510494539940782 -0.047040177628831288
leaf_weight=250.11607116417144 4.1399963190779081 316.74426620127633 504.82128746614035 914.62356736595393 2464.5237889123528 1818.9400811074593 28.889005987090059 83.854898146746564 7.8366414140909901 33.203224083408713 196.55545201711357 275.57517951785121 89.359861800447106 47.221376622095704
leaf_count=18378 17 3341 72058 10098 22898 17406 796 5309 56 152 892 1218 474 206
internal_value=0 0.00233102 -0.0201909 0.00587452 -0.00328708 0.0203703 -0.0453734 0.0200526 -0.026792 -0.0377509 -0.0704351 -0.0109041 0.0118689 -0.0248788
internal_weight=0 6382.51 867.681 5514.83 3379.15 2135.68 533.71 333.971 653.892 509.474 229.759 279.715 144.418 55.058
internal_count=153299 150284 96541 53743 32996 20747 72854 23687 3015 2279 1044 1235 736 262
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=12
num_cat=0
split_feature=94 129 119 76 8 76 105 127 128 109 76
split_gain=38.1865 35.7479 35.5067 43.2624 36.1898 19.7129 18.6458 15.5539 10.992 27.1262 7.81775
threshold=0.0025575977247475684 1.0245242269258381 -0.30225239492193717 0.037079343682645254 -0.27183788003857517 1.0562776667289682 1.5541314435593854 0.038075203735716941 0.54590551558972455 0.0099495095386426379 -0.3606051543065259
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 7 -1 -3 10 -10 -8
right_child=1 5 3 -5 -6 -7 8 -9 9 -11 -12
leaf_value=0.2690751179752261 0.09175613328282145 0.083895108406071173 0.012358325692018593 -0.0040198006501058611 0.0085384014726108994 0.1424240278717008 0.12848626544426825 -0.084449236922818915 0.37901353071186494 -0.092673550159757589 -0.0835082777770524
leaf_weight=1.6521779815666366 87.853418001323007 5.9045415453147134 2367.834465990687 5057.8932710982044 128.97946221940219 4.4929568357765666 1.7775070550851513 77.867426335753407 1.8482517255470146 3.5823378576315008 81.42352591076633
leaf_count=34 638 87 87576 53804 2047 13 5 2490 6 65 6534
internal_value=0 0.00163663 0.00236742 0.00120268 0.0422554 -0.0616392 -0.0637774 -0.0725837 -0.0699821 0.0678609 -0.0789792
internal_weight=0 7730.83 7642.56 7425.73 216.833 88.2649 90.2838 83.772 88.6316 5.43059 83.201
internal_count=153299 146655 144065 141380 2685 2590 6644 2577 6610 71 6539
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=15
num_cat=0
split_feature=16 8 160 99 110 140 89 129 87 14 66 64 157 7
split_gain=38.4717 38.8213 43.6109 53.9892 46.9001 38.8927 58.302 36.401 27.1895 17.0112 22.9321 17.3927 2.22915 0.0693094
threshold=-0.59460613015853614 0.45482690048024138 -0.10880288450984778 0.05560845704913546 0.57908131735680546 -0.25033217166241944 -0.13823833140151282 1.014408768275298 0.17027657492041978 0.025404557351355519 10.537068500459974 -0.026693008381726741 0.4254143923492173 0.14539807452987635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 9 10 -1 -11 13 -10
right_child=1 5 4 -5 -6 7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=0.10131362980605217 0.0054337575235635857 0.20768321542381171 0.0042955291706840357 -0.022344970190964562 0.041969659019730619 -0.076688108405198172 0.0026829828974556649 -0.019008474856650873 -0.11641130624305435 0.099223788021473136 0.34628054488189797 -0.087668285016129346 0.10327287876565927 -0.081617787370619935
leaf_weight=48.35252312081866 1386.6582598114037 14.330419935286043 7593.7381078684703 1412.1850522489985 345.46907215705141 124.90423740912229 434.75985422451049 882.1682983544888 0.60542446887120327 10.709727482637392 4.1493910662829867 9.306561316130681 0.67783103510737497 10.536062537226824
leaf_count=599 20469 96 79506 31434 3389 1733 6194 8660 4 261 26 145 4 779
internal_value=0 7.32456e-05 0.00215103 -0.00858228 0.00593489 -0.0152488 0.00922452 -0.0261623 0.0678463 0.0907688 0.120674 0.0123284 -0.0727967 -0.0835085
internal_weight=0 12194.2 10738.1 2798.84 7939.21 1456.16 449.09 1007.07 84.3375 72.5182 52.5019 20.0163 11.8193 11.1415
internal_count=153299 151481 134798 51903 82895 16683 6290 10393 1818 1031 625 406 787 783
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=15
num_cat=0
split_feature=106 115 44 143 52 34 112 125 123 13 143 151 1 34
split_gain=62.3713 53.6751 59.4078 50.4817 45.3801 36.2117 33.8961 23.8654 18.2904 18.4572 9.04788 24.7635 8.39203 4.39313
threshold=-0.173548250261887 0.018920262221810914 0.11100985076718133 3.6539675727419554 0.6563864261836968 -0.0085567763437001485 -0.30863037322031767 -0.24273768994408615 532.50000000000011 -0.029668298588112482 0.42169800136048546 0.3757076576827531 -0.022313948753348949 0.21507392543298126
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 4 -3 -4 -5 -2 9 -1 13 -12 -11 -10
right_child=1 3 5 6 -6 -7 -8 -9 10 12 11 -13 -14 -15
leaf_value=-0.082349883575607907 -0.0073468877895909576 0.00098869270408851275 0.10190459369204763 0.018303820260272052 0.023786905105071421 -0.0074412774673183208 -0.078106269388460561 -0.070285039141575828 -0.076129381663035414 0.18027519189083882 -0.043362149898831928 0.32732239793958229 -0.082276397698633208 -0.16657331581785967
leaf_weight=6.650250146893085 78.721027271385537 6708.2616748272849 38.082179171295138 51.413604194298387 1003.7390681615216 147.94180988217704 125.44479561666958 256.73765135956637 129.20393200752733 7.4927776847034693 23.139174924202965 1.9544176443014283 1.4535893268184716 5.6034119858522891
leaf_count=914 1480 47037 730 296 13851 2292 1081 68292 16114 57 757 106 216 76
internal_value=0 0.000690578 -0.0303813 0.00274454 0.00395595 0.0149436 -0.0500794 -0.0555155 -0.0595434 0.0438248 -0.0696258 -0.0144913 0.137616 -0.0798888
internal_weight=0 8410.34 521.483 7888.86 7712 186.024 176.858 335.459 175.498 15.5966 159.901 25.0936 8.94637 134.807
internal_count=153299 135059 72794 62265 60888 3022 1377 69772 18240 1187 17053 863 273 16190
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=15
num_cat=0
split_feature=13 74 96 163 159 86 163 155 142 69 113 103 114 85
split_gain=60.697 57.1351 90.6912 62.3432 52.6929 49.0022 32.4669 15.7275 3.76579 9.52739 25.1677 2.1506 1.52083 0.00070812
threshold=0.24475220026099639 0.66411058555521951 0.53264526833669767 -0.438142447488515 0.065832134063205414 2.8221017399815591 -0.30040262053043604 -0.26938053020051883 -0.028038618472802989 0.049037982160212858 -0.19686163258617184 1.2142087985293541 3.9497173891920503 1.4175842723840066
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -4 -6 -3 9 13 -11 12 -10 -2
right_child=8 4 5 -5 6 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=0.050154263475028951 -0.080487258881694085 0.21938709027065781 0.041208736057299786 -0.0021127685373234588 -0.00079306694179165609 0.2385570207020376 -0.054286900032833929 0.046339502878359584 0.0016343834257095951 1.4602829237637596 0.049895854683337536 0.1392235276524762 -0.081369110262596758 -0.088385930002727195
leaf_weight=237.43737719510682 10.396803620737042 5.9014027155935755 424.33054499188438 5871.899266010063 160.96325662918389 12.966451492393388 384.42532761022449 47.730977157130837 2.2569658985594279 0.12979170802282158 5.0223358221119261 0.45131671917624672 100.57901421168935 0.11475352570414621
leaf_count=5800 5280 36 6652 84368 852 121 10331 214 283 41 570 17 38732 2
internal_value=0 0.000362668 0.00306751 -8.14274e-05 -0.0291983 0.0470604 -0.038499 0.0653807 -0.0716625 -0.0259726 0.0854261 -0.0785915 -0.0795474 -0.0805735
internal_weight=0 7145.65 6546.63 6109.34 599.021 437.297 545.389 53.6324 118.951 15.6637 5.15213 103.287 102.836 10.5116
internal_count=153299 108374 96941 90168 11433 6773 11183 250 44925 5893 611 39032 39015 5282
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=15
num_cat=0
split_feature=67 151 73 2 92 157 73 102 136 28 148 66 128 63
split_gain=45.5967 48.4613 84.405 60.5476 58.0988 80.3842 76.0258 23.4988 17.7663 17.735 13.847 10.0724 0.194836 0.110183
threshold=-0.13923332362262139 -0.16346259529274368 0.0070707385856214004 0.27097726035730541 0.29722317292879313 -0.42057942921099672 0.60753660120807906 0.55710524155845886 -0.35621422940782338 0.31703619557401203 -1.3551388133792306 20.413073215119468 0.78169805096730782 0.41832120440962112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 9 13 -10 -12 -11 -1
right_child=1 2 3 -5 6 -7 -8 -9 10 12 11 -13 -14 -15
leaf_value=-0.086860282964550395 -0.056693172407877648 -0.064549288904031027 -0.005081832988440017 0.035089260886552183 -0.033410339472273509 0.041985476431333602 0.019721789300743593 0.031488047398392491 0.27334866173534073 0.080559834013684217 -0.092125544270782261 -0.56296923485860129 0.10601002748467847 -0.12437288457718393
leaf_weight=8.6859134356491268 91.704786671354668 277.61228335557098 4160.2231962202932 412.39992730767699 452.80789431091398 827.04900301915768 664.53910646960139 28.052552222594386 1.0347065925598133 7.0683398768305761 76.189622592166415 0.45706277311546628 5.23658736795187 0.86057257652282793
leaf_count=255 4484 55423 43817 12418 2361 24794 3336 626 2 37 5725 4 16 1
internal_value=0 0.000548905 -0.00485972 -0.00145885 0.0135074 0.0321359 -0.00181015 -0.0557354 -0.0676202 0.0120387 -0.0900278 -0.0949333 0.0913906 -0.0902419
internal_weight=0 6914.39 4878.29 4572.62 2036.1 918.754 1117.35 305.665 99.5328 21.8514 77.6814 76.6467 12.3049 9.54649
internal_count=153299 147259 112284 56235 34975 29278 5697 56049 6040 309 5731 5729 53 256
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=15
num_cat=0
split_feature=149 1 23 118 139 139 177 115 139 42 42 35 12 130
split_gain=36.8303 79.8767 70.1204 59.1971 51.2672 49.2599 44.7556 64.0091 46.1498 41.6611 56.4839 38.7721 32.9245 23.0894
threshold=-0.40976055529847621 -0.18474197160419789 -0.018515898898909516 1.091361146532589 -0.41156085479731958 0.030679610136548258 0.98191127663118927 0.45750311452351761 -0.15452786962807971 0.94058043744017039 0.78679226877965414 -0.17715969937844786 0.99234750546038353 0.039618756386600763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 -1 7 8 -2 10 -8 -9 -11 -4
right_child=6 2 13 -5 -6 -7 9 11 -10 12 -12 -13 -14 -15
leaf_value=-0.095051328731997883 -0.042277148272419837 0.46319714287151803 0.0016359865029461395 -0.054556665962774253 0.057495330510362409 0.07712720356011632 0.052921687121635565 0.2462931058796885 0.00094816955834734959 0.2121580097739007 0.24606762073112665 -0.049226383928523944 0.0025226798589631583 -0.058498572331120879
leaf_weight=17.529393327655271 257.25502490904182 3.2670119085232718 102.63215125715942 44.508511238847859 66.839828641765052 319.01468664139975 76.004616095509846 4.499222914222627 6194.946282128687 7.7996209920383981 18.907549908850342 335.19141990991193 189.87244714965345 168.97475173906423
leaf_count=167 29835 294 3088 555 2843 2481 1286 82 90931 132 330 17167 2042 2066
internal_value=0 0.0223442 -0.0127611 0.0538253 0.0764012 0.068159 -0.00135306 -0.00300274 -0.000775262 0.0369417 0.0913985 -0.0453122 0.0107943 -0.0357755
internal_weight=0 722.766 341.714 381.053 70.1068 336.544 7084.48 6791.89 6452.2 292.584 94.9122 339.691 197.672 271.607
internal_count=153299 11494 8291 3203 3137 2648 141805 138015 120766 3790 1616 17249 2174 5154
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=15
num_cat=0
split_feature=71 109 101 151 87 74 137 149 169 31 46 101 143 169
split_gain=36.4424 44.3024 37.7107 58.4446 48.1423 38.9535 33.9572 32.5551 28.4174 24.5774 23.9897 21.555 20.1787 18.3484
threshold=-0.21359154426456745 -0.53958210525637706 -0.27020075680784206 -0.35850188167721248 0.010688532376859305 -0.22370394526182671 -0.19755210097756851 -0.39870152195017766 4.6108081566267431 1.0000000180025095e-35 0.30089641190601418 -0.19526264340297039 -0.002436506939565113 0.64066207326400315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 8 10 -5 -1 -6 -4 11 -2 -3 -11 -8
right_child=2 9 3 5 7 -7 13 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.079990164813234399 0.1499471879009108 0.079875935856519586 -0.048256578363097914 -0.026244225313400923 0.29173674007774214 0.0029540432205984271 0.13822386282770813 -0.030773369544864294 0.24945646882655037 -0.28941898380534065 -0.07565026161071596 -0.091774950523507259 -0.079029309360205913 -0.087874280491431089
leaf_weight=14.418032862711696 47.86643941886723 18.728196402080361 273.1890770921018 476.38629233610118 3.3556306594982734 11177.016431559809 25.804143045563254 46.53173971362412 3.244263721862807 4.7401027358137062 5.2285152096301308 12.005223912186919 119.15076107252389 4.1691622817888847
leaf_count=166 223 423 6385 8009 55 135894 260 811 71 34 39 250 548 131
internal_value=0 -0.0419416 0.00120255 0.000682418 0.0614564 0.00176043 0.0461145 -0.00908001 -0.0447626 -0.0672218 0.127732 0.0128249 -0.0870789 0.106775
internal_weight=0 199.016 12032.8 11929.8 102.982 11653.4 44.3913 49.8874 276.433 154.624 53.095 30.7334 123.891 29.9733
internal_count=153299 1812 151487 150359 1128 143903 557 866 6456 1255 262 673 582 391
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=15
num_cat=0
split_feature=124 160 109 82 91 4 24 11 139 122 44 87 20 20
split_gain=60.0713 55.6487 70.2458 61.9173 56.709 77.2874 54.1172 48.4848 29.6753 42.7603 15.606 24.0792 14.2263 1.32071
threshold=0.3860658054259189 0.050377504600538039 0.47285549487456885 0.20547585918122338 0.049012463192946894 1.1581853380442779 -0.050776128352605164 0.12200947533684921 -0.3018207404936421 0.12899551241981758 0.27295068934616645 0.058612255628334706 -0.41995807464141061 -0.033643584553246987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 7 -6 -1 -3 9 13 12 -12 -10 -2
right_child=8 4 3 -5 5 -7 -8 -9 10 -11 11 -13 -14 -15
leaf_value=0.0064225819106962026 0.11121100887531191 -0.018122759313660797 0.11825446737556106 -0.016687678650502788 0.045482019800370706 -0.034929718386231046 -0.022446419566927969 0.0081515052514609127 0.089451213298898144 -0.10517078906254961 0.02823253602225427 -0.076237901541597486 -0.093303746566809523 0.060186288920788492
leaf_weight=972.64306328110979 21.999455660581592 878.11468218587106 78.775006238007336 59.827162794477772 683.51341047149617 144.86026256997138 1953.5007981113886 3508.5525353690609 4.4188951150281346 15.888520377688108 38.317466859647539 52.007489925250411 118.05642509453173 6.5930275288410476
leaf_count=24304 68 14138 602 735 6869 1313 53243 34035 144 121 419 2589 14687 32
internal_value=0 0.00113876 -0.00955547 0.0600071 0.00742348 0.0314202 -0.0128504 0.00289197 -0.0479265 0.0263569 -0.0634537 -0.0319197 -0.08671 0.0994454
internal_weight=0 8279.79 3064.75 138.602 5215.04 828.374 2926.14 4386.67 257.281 44.481 212.8 90.325 122.475 28.5925
internal_count=153299 135239 78884 1337 56355 8182 77547 48173 18060 221 17839 3008 14831 100
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=15
num_cat=0
split_feature=115 38 114 157 13 118 145 154 58 151 118 10 104 35
split_gain=57.2609 75.9457 58.8638 53.765 52.1359 45.797 51.597 42.8058 40.5087 40.233 28.1576 22.5403 21.8115 21.5262
threshold=0.046707861485666295 0.022701988816807694 3.6000251860720129 -0.27092971782604064 -0.20656406310783842 0.047510116301929368 -0.25309232455484748 -0.19275878244875963 -0.061442021975764753 0.03757320244523904 0.77596565754457958 -0.081182101310592975 0.62892120249812211 -0.03530402799984806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -4 6 12 11 -5 -9 -3 -7 -2 -8
right_child=5 3 4 8 -6 7 13 9 -10 -11 -12 -13 -14 -15
leaf_value=0.046901512647683719 0.060200871064432442 0.091732499516478883 0.0073644666969981086 0.12411937896150249 -0.013546960287991072 0.0011125564260099923 -0.096957952726491436 0.024164952305623058 0.0071831613054467369 -0.03219782606120436 -0.0018821860490785066 -0.053023137875522354 -0.071056637217803031 -0.043356719764131843
leaf_weight=248.99560654564993 62.273018427425995 184.12189555424266 2411.8009131548461 31.867372634354979 2357.8352530000557 117.86559234070592 94.330006892792881 487.233188648941 420.90866365993861 171.13032526834286 38.921804976183921 221.35161263827467 15.890666997991501 364.18637214109185
leaf_count=5952 585 2135 24020 396 51427 985 3291 7816 5422 7397 259 8801 177 34636
internal_value=0 0.00373941 -0.000498463 0.0352099 -0.00297295 -0.0180269 -0.041582 -0.00535464 0.0154134 0.00951441 0.0753965 -0.034213 0.0335162 -0.054384
internal_weight=0 5694.45 5018.63 675.82 4769.64 1534.26 536.68 997.581 452.776 658.364 223.044 339.217 78.1637 458.516
internal_count=153299 89611 81399 8212 75447 63688 38689 24999 5818 15213 2394 9786 762 37927
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=15
num_cat=0
split_feature=118 115 11 145 2 80 155 119 45 154 1 139 80 114
split_gain=46.3874 44.5057 51.2627 75.8671 67.5222 30.6868 27.5706 26.7917 20.8598 12.876 11.6894 6.1875 6.14025 0.585477
threshold=2.4892819278085798 -0.19631000767281157 0.076510706228370987 0.40882072876847103 -0.18730681756480325 1.2123911546907984 -0.15134340718620617 0.086079529265008142 -0.072994558587362146 0.1537587301290689 -0.6094251528369915 1.2222277741337693 2.1021079541864487 6.6993098390052799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 -3 7 12 9 -9 -2 -1 -12 -7 -8
right_child=5 2 3 -5 -6 6 13 8 -10 -11 11 -13 -14 -15
leaf_value=0.099251586863298311 0.011350440191087828 -0.0063052027985743457 -0.022204990526994539 0.012996323209822065 0.020083639031777858 -0.092933916725312538 0.0017729603253402748 -0.11317285982031014 0.089272034602508321 -0.16508121103378387 -0.079550509414826748 -0.29173249367341786 -0.22865501952413325 0.089730487321298624
leaf_weight=3.6704465821385375 12.814940900949297 1989.8938574282802 1945.7362787264865 893.37682474861504 1891.1374076421052 8.8286077193915862 0.83652540668844988 5.2958521672990164 130.78656613675412 6.1080305094365022 76.667309573938837 1.3994402885437001 5.3555175997316828 7.9375287778675556
leaf_count=18 92 26246 44929 13296 56148 39 8 99 784 42 11452 6 19 121
internal_value=0 -0.00180878 -0.000916677 -0.0111283 0.00655347 0.0499094 -0.057989 0.0658904 0.0813936 -0.0455989 -0.0751541 -0.0833541 -0.144178 0.0813445
internal_weight=0 6801.88 6720.14 2839.11 3881.03 177.964 22.9582 155.005 136.082 18.923 81.7372 78.0667 14.1841 8.77405
internal_count=153299 152095 140619 58225 82394 1204 187 1017 883 134 11476 11458 58 129
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=14
num_cat=0
split_feature=28 23 64 136 89 149 84 168 29 61 80 40 80
split_gain=34.6998 39.4347 37.8651 45.4457 42.9276 18.7186 11.6637 1.63388 0.236472 0.0708956 0.051917 0.0509343 0.00021044
threshold=-0.1389665012009548 -0.33459779839905451 -0.11123094859025695 -0.072585875981340961 -0.087458770135692795 -0.5519902278721216 0.03043144017082473 6.6113582147136958 -0.008480628878866912 0.066490769675673259 0.1913047077115417 4.8776056486363233 0.053049416929067596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 -3 -4 6 12 8 -2 10 -7 -11 -1
right_child=1 2 4 -5 -6 9 -8 -9 -10 11 -12 -13 -14
leaf_value=-0.080807556195542918 0.081251392423972613 0.13407683857897995 -0.084771079590859583 -0.070720735867489115 0.00094631736570199984 -0.082483743850785232 0.2173270950514411 0.14277041184531966 0.10192395218215988 -0.12925322889223467 -0.09042684020209206 -0.080211458809339886 -0.082908153307097665
leaf_weight=1.3321531118126579 8.5668782162247226 42.60706436826149 58.879815283988137 14.530603594554121 7563.5742570920847 54.516326775803464 3.521335854777135 9.9342987542040628 15.626805700361729 0.58963310718536277 9.6915058974409458 0.33047113480279222 0.74286452773958433
leaf_count=180 38 989 2842 1293 139015 8460 20 20 27 1 277 110 27
internal_value=0 0.00136878 0.000892136 0.081995 0.000284191 -0.0689969 0.106506 0.108625 0.0946039 -0.0840776 -0.0836827 -0.111639 -0.0815596
internal_weight=0 7713.72 7679.59 57.1377 7622.45 70.7243 5.59635 34.128 24.1937 65.1279 64.2078 0.920104 2.07502
internal_count=153299 144224 144139 2282 141857 9075 227 85 65 8848 8737 111 207
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=15
num_cat=0
split_feature=73 109 34 112 157 143 166 46 22 41 166 170 50 32
split_gain=37.8491 62.3887 57.5157 53.4544 48.9858 45.8167 45.7832 43.7016 43.0313 39.2464 75.0918 41.7703 38.17 32.5619
threshold=0.054651740473845641 -0.031176074905280304 -0.12117586951347255 0.47630249063040347 0.22926873043375287 -0.045390144345605003 0.15173329070612004 -0.16164534556697144 0.048497280123418814 -0.055397370615343562 -0.16844114950789188 -0.068635603568248063 0.26931810674966034 -0.072589404264884486
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -3 -4 13 -9 10 -5 -11 -6 -2
right_child=3 4 6 9 12 -7 -8 8 -10 11 -12 -13 -14 -15
leaf_value=0.14857062891407982 0.072655963141169622 0.0095799414699069742 0.0086138289895360803 -0.052926962635315745 0.040790441592197628 -0.036803059353559785 -0.012003529703286111 0.032751383094191351 0.0056814513037068718 -0.089971844609494256 0.1022676406966075 -0.018127027750626166 -0.055447699958568498 0.37079733627416106
leaf_weight=26.29850080923643 10.954208931536416 259.75054814381292 2654.9534113840782 56.899460471351631 191.07236829632893 1182.3391559604788 1812.2539305279497 673.5686906427145 4581.4433340047835 95.49118967668619 68.966914919903502 530.47108254162595 52.545945626683533 5.5037702429108313
leaf_count=881 209 8215 34089 1207 3179 23084 22446 6284 41665 1378 772 9328 502 60
internal_value=0 -0.00503654 0.00111785 0.00610304 -0.021442 -0.0284485 0.000249792 0.00966073 0.00915118 -0.0188418 0.03211 -0.029087 0.0200329 0.172358
internal_weight=0 6179.21 4493.51 6023.3 1685.71 1442.09 4467.21 5271.47 5255.01 751.829 125.866 625.962 243.618 16.458
internal_count=153299 92396 57416 60903 34980 31299 56535 48218 47949 12685 1979 10706 3681 269
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=15
num_cat=0
split_feature=154 151 1 85 13 157 73 143 76 46 127 1 173 127
split_gain=67.5649 66.4523 79.8817 82.3882 63.3982 62.7292 60.7397 60.0568 51.9107 42.8375 30.826 36.3107 30.1243 30.1131
threshold=0.13032415466091077 0.06539443474219285 -0.026030158188995015 -0.066066723478862693 -0.11664047918860694 0.60842344691083039 0.65830528798903043 0.061417414833181493 -0.22541432272807824 0.19441549021406002 -0.30721951235473066 0.18811442384735774 0.29102299053641129 -0.47704025973281777
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 8 10 -3 -6 -1 12 11 -2 -7 -11
right_child=5 2 3 -5 7 9 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=0.036396194186297658 -0.10042579347803587 0.030468738282783205 0.027999505031762878 -0.008095306655467472 -0.018928240756883367 0.0043783770795573149 0.112081673689004 0.0068815490271217326 -0.048582959996000263 -0.41022631028652906 -0.079231082337934577 0.015608529064577166 0.1058511082534806 -0.069275186221214105
leaf_weight=83.918926038313657 38.292464695259696 405.94127302622655 1040.4059422187274 1612.4492093058652 1316.3145802412328 139.50327237846795 117.61228449252667 2861.2739669821167 501.24514771811664 3.5537300985306493 240.28006984799867 91.198888413258828 37.01998754683882 9.5564040727913362
leaf_count=247 2582 5193 8445 12706 17200 4031 2031 24060 34291 29 41006 1319 114 45
internal_value=0 0.00190261 0.0131055 0.00606048 -0.00556887 -0.0340544 0.0488025 -0.00125085 -0.036396 0.0127064 -0.0580351 -0.0187045 0.025659 -0.161696
internal_weight=0 7939.16 3176.41 2652.86 4762.75 559.405 523.554 4177.59 585.164 189.633 369.771 129.491 176.523 13.1101
internal_count=153299 104173 28375 21151 75798 49126 7224 41260 34538 4219 44907 3901 4145 74
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=15
num_cat=0
split_feature=13 74 96 144 145 154 166 151 116 175 165 88 28 40
split_gain=53.7908 51.4355 94.4025 52.5691 52.46 38.1768 34.3913 32.4174 5.85778 7.62723 6.93795 2.55848 15.65 0.558056
threshold=0.24475220026099639 0.4418490149106214 0.3581502400621393 0.069816657411211722 -0.45911646584779447 -0.24935682093844502 -0.36228892575610244 -0.11599085316946169 -0.14628118848597635 3.0684117862567279 0.12682783537353334 0.00022831116605070417 0.51096895968720657 1.477221288919347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 -4 -5 -3 9 10 -2 12 -10 -13
right_child=8 3 5 6 -6 -7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.066241182712707833 0.096301538075675056 0.085664592453437938 -0.080984553659960823 0.0099977408870809692 -0.0010813832296684379 0.053093416030485487 -0.036467915132914371 -0.0074464630871640888 -0.080162119327605086 0.82460770215811063 -0.067160391073063028 -0.021563808166381818 1.745915749023113 -0.080895633451006255
leaf_weight=118.31627429951914 3.9259787318878772 70.381372100673616 22.279301245580427 198.69957537017763 5328.4894907577836 453.7543279901729 803.08720111165894 79.773160952492617 0.33227881591301311 0.11005883984034959 7.6680353518459015 1.6123641782323819 0.054652050137519836 94.328865587158361
leaf_count=3966 74 356 396 995 78927 5102 18189 443 183 14 2117 238 1 42298
internal_value=0 0.000352965 0.00411329 -0.0189812 0.000381007 0.0468183 -0.0272517 0.0361971 -0.0707468 -0.00394351 -0.0118087 -0.0788635 0.177762 -0.0798985
internal_weight=0 7074.78 5922.84 1151.94 5446.81 476.034 1001.79 150.155 108.032 11.7041 11.594 96.3282 0.386931 95.9412
internal_count=153299 108374 88391 19983 82893 5498 19184 799 44925 2205 2191 42720 184 42536
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=15
num_cat=0
split_feature=118 112 151 42 77 19 142 123 129 119 112 1 136 73
split_gain=44.5967 72.0401 86.9006 68.0441 76.1153 61.0681 54.1753 50.346 54.8067 40.4565 41.2449 33.3071 32.68 28.4505
threshold=0.31372063093787622 0.16489429377712719 -0.10612539167603707 1.0294374244964994 0.1474436425661573 -0.14148362122641445 0.63361265414918944 941.50000000000011 1.017837114214095 0.47669984164236706 0.45424420304868479 0.21627888950523641 0.33566716601930219 1.1119571451418151
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 -4 9 12 11 -11 -2 -9 -5
right_child=7 3 6 13 -6 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=0.033154768674404381 0.032255772683408443 0.033927498117345509 -0.05354455917497656 -0.11178725396366407 -0.0035292917412736696 -0.024195579723728461 0.0061539318864640719 -0.012791746142594049 -0.023980236022022205 -0.0029024026055053682 0.060820070329833269 0.10545708612992177 0.066067835247381412 0.04909402978489507
leaf_weight=358.65142995418864 629.7981872826349 732.60238404484699 783.02088835943141 69.020439343352336 2090.8553954693198 384.96032489584468 188.63025485732942 87.991234715649625 616.9553720211261 683.26450278505217 119.31150942560635 68.964897106925491 130.46770725399256 13.074226334691046
leaf_count=10835 7766 11246 59271 324 21139 19043 6100 581 3508 9113 671 2349 1296 57
internal_value=0 -0.00601336 -0.0222642 0.00358018 0.00618962 0.00346507 -0.0419551 0.0109384 -0.00873887 0.0218877 0.00657062 0.0394804 0.0343046 -0.0861656
internal_weight=0 4620.82 1715.26 2905.55 2823.46 743.612 971.651 2336.75 835.414 1501.34 802.576 698.763 218.459 82.0947
internal_count=153299 128015 95249 32766 32385 29878 65371 25284 5385 19899 9784 10115 1877 381
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=15
num_cat=0
split_feature=56 109 110 128 100 109 139 80 168 52 31 58 88 85
split_gain=36.8076 40.1737 84.1336 62.4424 62.046 59.2792 47.6008 29.4031 29.1641 24.2324 23.0906 19.8807 11.9195 10.4058
threshold=-0.1947852263574826 -0.11601168342916043 -0.071192758699988576 0.24184832336710385 0.026922710983149991 0.44440386578182373 0.057438816991477369 -0.21218243171420267 4.5532477011298216 -0.071436143623430301 0.069371737816557533 -0.22428693889087914 0.063129667054759309 0.0446044175983163
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 9 11 12 -1 -10 -11
right_child=1 4 3 -5 6 -7 -8 -9 10 13 -12 -13 -14 -15
leaf_value=0.07896245957732935 0.045596688609800054 0.028147810548096126 0.02455678308472669 0.26368423739472702 -0.025388390551106824 -0.076012657076410431 0.0010112496514230497 -0.057187675603866096 -0.062659470738112649 0.14575644182574288 0.25037120230529436 -0.083483390676305794 0.18547638795999927 0.32252418872554184
leaf_weight=55.751607496989891 30.340328386751935 1091.8172834696306 55.543200799264014 13.592223526502492 784.59469264734071 57.516519128112122 5274.4063666003058 336.60210294352146 29.558267065731346 16.457825918914754 2.8585358557756981 8.7109462501248327 2.071549122221767 4.1749978300649664
leaf_count=510 2155 38152 1852 240 10620 2435 48857 46568 1258 239 34 309 48 22
internal_value=0 -0.000149603 -0.0296233 0.0715699 0.00163345 0.0229353 -0.0024073 -0.048689 0.0557622 0.0872014 -0.0218099 0.0570108 -0.0464082 0.181525
internal_weight=0 7644.41 436.078 69.1354 7208.33 1149.33 6059 366.942 119.584 85.0954 34.4884 64.4626 31.6298 20.6328
internal_count=153299 150879 50815 2092 100064 40587 59477 48723 2420 1080 1340 819 1306 261
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=13
num_cat=0
split_feature=70 77 140 76 151 176 77 122 109 126 58 22
split_gain=35.4259 47.7565 79.8879 54.5291 57.4477 53.7699 51.1747 46.6667 28.5264 21.3579 17.0573 16.2569
threshold=0.95454456445427327 0.17949502320207208 0.16421195630526628 -0.053454504547576144 -0.16089057551173802 -0.13851777949438779 0.56534717773655452 -0.026567872224502877 -0.15697194113938176 0.9543361652658866 1.322375623318685 0.040114028229863367
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -5 -1 -3 -4 -2 11 -11 -10
right_child=8 2 7 4 -6 -7 -8 -9 9 10 -12 -13
leaf_value=-0.071138105192000686 0.48908141769063901 0.034796342974541754 0.018139149208856481 -0.029457975855271309 -0.0031468350279318792 0.0089595203865326448 0.11766647383525895 -0.021776828758859064 0.038839697760326253 -0.0052818470353453509 0.25055497699349666 -0.064205478094302423
leaf_weight=85.559200931049418 1.0395558094605792 447.83421633637045 739.59575808083173 998.7145411039819 4907.549137523747 4101.2522935676971 89.392046258552 484.945327252266 16.770164673915133 98.672234422003385 2.6767516515683374 175.87203739292454
leaf_count=1220 16 5282 13800 22221 56290 40352 785 6727 109 881 37 5579
internal_value=0 0.00124438 0.0164361 -0.00140736 -0.00759589 0.00732269 0.0485856 0.00233154 -0.033836 -0.0356851 0.00147512 -0.055235
internal_weight=0 11854.8 1761.77 10093.1 5906.26 4186.81 537.226 1224.54 295.031 293.991 101.349 192.642
internal_count=153299 146677 26594 120083 78511 41572 6067 20527 6622 6606 918 5688
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=15
num_cat=0
split_feature=154 109 151 106 77 157 13 157 10 29 93 59 95 59
split_gain=61.342 68.3415 62.2066 69.6476 86.1201 51.2131 74.5536 50.099 46.4496 44.0079 37.1349 26.2787 23.1742 13.6731
threshold=0.084137052788142999 -0.3203205730753465 -0.11091734605744863 0.33835624847936713 -0.24522039244047814 -0.35407516735582922 -0.46793957699003891 0.5852349054019842 -0.022938277874148452 -0.13424448511857623 0.0035355779458919813 -0.21975872029046717 -0.016517110559614429 -0.17555856223157909
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 -4 -7 11 -5 13 -9 -3 -11 -2
right_child=1 7 5 8 -6 6 -8 10 -10 12 -12 -13 -14 -15
leaf_value=-0.10964470545501709 0.09258363130677727 0.04866639156950664 -0.079506992191381909 -0.05178194638630438 -0.018295195717095421 0.37305146121213184 0.008556896171411997 -0.030254172187298846 0.021087656962356271 0.058342639758556636 0.082078212890642849 -0.07065184840400468 -0.021196492074203356 -0.11759544414112973
leaf_weight=112.52213712502271 3.5046399818966192 19.405331946079968 66.271197072317591 100.45858135231538 1246.1031984020374 5.6173436500830567 5488.487924801404 92.226765363302547 676.88651088881306 138.83200704808405 43.219917681999505 378.20709724730114 49.759329317312222 26.493966197827831
leaf_count=436 44 2729 3313 1304 33869 278 49814 2848 6759 2139 545 48032 635 554
internal_value=0 -0.0276265 0.00230341 -0.012202 -0.0258608 0.00787554 0.00892957 -0.0469356 0.0116705 0.0194611 0.00559016 -0.0648286 0.0373564 -0.0930409
internal_weight=0 751.649 7696.35 2135.97 1358.63 5560.38 5494.11 533.059 777.345 218.59 135.447 397.612 188.591 29.9986
internal_count=153299 57526 95773 42368 34305 53405 50092 54154 8063 3372 3393 50761 2774 598
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=15
num_cat=0
split_feature=19 72 74 89 92 8 168 161 115 35 31 31 25 92
split_gain=52.0727 57.0068 50.1807 68.6537 46.017 41.4429 33.5061 25.3517 21.0271 15.8684 15.8989 15.4997 6.4322 6.2355
threshold=-0.3737247617456057 0.85155169431377276 -0.019575720229693786 -0.022420412043086969 1.6083619758441832 -0.29770903337028642 17.739045412417255 -0.19746425219500863 0.25262141071377858 -0.074430849827443274 -0.078918669437269204 -0.0016735507976188152 0.10628622713977282 -0.14186753531272947
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 12 7 -3 -8 10 -7 -11 13 -1
right_child=1 6 4 -5 -6 9 8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.23835510816272398 -0.013205117791369198 0.052885150526605133 -0.009339317853204113 0.022593849218192387 0.057960905033112534 0.18454828091213918 0.11486808135679608 -0.021515459642562101 0.0025275334700316661 -0.14895123205429103 -0.04943829020856301 -0.066873944509006272 -0.064452640101231862 0.083539728559614626
leaf_weight=0.61713310424239054 812.83056648875936 101.23913700971752 4187.169667766575 1571.2317571482272 104.12456567387562 4.4781335070729247 78.767402677854989 83.632915999682155 21.130848484695889 28.952508717949968 8.2607633203733695 112.05715381563641 3.7825142331421366 24.201861211564392
leaf_count=21 28471 528 71863 38639 2007 50 668 2490 742 333 153 6799 30 505
internal_value=0 0.000625335 -0.0012439 0.0103884 -0.00770634 -0.0535084 0.0444425 0.0192276 0.0911054 -0.0740702 0.0328155 -0.0837263 0.0570224 0.0755357
internal_weight=0 6960.13 6675.36 2384.06 4291.29 182.35 284.77 184.872 99.8983 153.749 12.7389 141.01 28.6015 24.819
internal_count=153299 145408 140980 67110 73870 7891 4428 3018 1410 7335 203 7132 556 526
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=15
num_cat=0
split_feature=72 63 165 118 166 77 109 157 103 160 96 165 103 155
split_gain=41.6157 68.1396 56.4874 55.4411 155.162 65.1562 34.7324 39.5599 59.1172 30.3294 25.2851 20.1026 31.9431 23.8542
threshold=0.85155169431377276 0.49186704541670423 1.7400127727842862 0.037376563977344991 -0.26030178184782199 0.11491620649708335 0.5001010738427506 -0.13268891784473005 0.38812171864757417 0.17741026180532996 0.1854423320797004 0.1252099078524983 1.8183663498983231 0.38543112522752143
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 7 8 -2 -4 -9 12 -8 -13
right_child=6 2 9 5 -6 -7 11 10 -10 -11 -12 13 -14 -15
leaf_value=0.037646206558445958 -0.12176561315976774 0.059448941504933295 -0.15807630425064531 0.020498334112638801 -0.029041488266290716 -0.0065275830790070422 -0.090488056876987036 0.023732907746501615 -0.020638075250176805 -0.0028490812551737578 -0.030193432422235392 0.027668609163807173 0.12057880215516104 -0.12473333871513514
leaf_weight=453.11150833602005 103.95127982785925 347.30551566090435 14.72800652682781 1812.3622408533556 1516.89011603572 1756.7515878873965 38.077174373436719 123.78948714549188 130.22063385974616 86.593377195298672 292.15590292215347 229.08190849237144 8.8337729647755605 10.752355275675653
leaf_count=18302 503 6225 57 44239 62637 16319 93 663 839 696 1245 1402 20 59
internal_value=0 0.00279911 0.0402831 -0.000236816 -0.0137029 0.00719592 -0.0198659 -0.0326533 -0.0655296 -0.0254128 -0.0141444 0.009126 -0.0507422 0.0208361
internal_weight=0 5987.74 448.627 5539.12 1970 3569.11 936.863 650.117 234.172 101.321 415.945 286.745 46.9109 239.834
internal_count=153299 148475 6978 141497 80939 60558 4824 3250 1342 753 1908 1574 113 1461
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=15
num_cat=0
split_feature=107 124 34 89 110 118 148 39 98 143 46 139 129 139
split_gain=34.1779 65.612 90.188 81.4014 56.621 79.9852 77.6214 54.619 77.12 95.0596 54.4019 84.8757 42.4842 42.2837
threshold=-0.032629614066908126 0.13250568073761529 -0.081862258154763098 0.062297868875634994 0.39792963516552976 -0.25179874902111893 -0.31433994437225837 0.011958961402726263 -0.04351491574985486 -0.040409026969520659 -0.0057016751462494056 -0.25544011792984889 1.0176887515512345 1.0604910985957965
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 -6 8 9 -2 11 -9 -12 -10
right_child=7 4 3 -5 6 -7 -8 10 13 -11 12 -13 -14 -15
leaf_value=-0.070946354760339864 0.14965214699357221 0.047568006395303807 0.050659450837937485 -0.0091116094428141097 0.055338791428688909 -0.023448580652476292 0.0018190505910641438 0.93641670586221071 -0.051061768555369626 -0.037911949735964651 -0.019755846175790206 0.07025979388532072 0.011905255805517389 0.29409519135627488
leaf_weight=89.529559347196482 47.389455258264206 178.30789562605787 788.74030951943132 320.41021774773253 309.16731955308933 1434.5393693336518 2194.5485503007076 1.1491086450987484 552.50942641030997 62.865631208143895 839.68014037027024 73.130275903153233 855.72652933152858 3.5722194723784915
leaf_count=3914 2053 1619 17887 3758 2198 19712 14281 48 28242 4830 42491 1599 10660 7
internal_value=0 0.00501025 0.0255997 0.0333929 -0.000985099 -0.0155974 0.00842785 -0.00929373 -0.0336961 0.0427062 -0.000105547 0.0836593 -0.00377546 -0.0488445
internal_weight=0 5315.24 1198.68 1109.15 4116.56 1612.85 2503.72 2436.02 666.337 110.255 1769.69 74.2794 1695.41 556.082
internal_count=153299 63369 25559 21645 37810 21331 16479 89930 35132 6883 54798 1647 53151 28249
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=13
num_cat=0
split_feature=76 151 77 94 151 5 53 19 1 107 89 44
split_gain=34.2715 45.1943 39.9182 64.0158 53.1962 52.7133 51.3049 47.8879 44.5109 11.6462 42.9329 3.86138
threshold=-0.41785117183306786 0.94171971081514083 -0.23613469614737978 0.0048194610500967476 -0.32106268196029542 0.033513770488993823 1.0937209915211816 -0.033921638315065339 0.95687856957942274 0.64024672170937902 -0.067357731122685685 -0.0046010233368264323
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 8 -2 -5 -6 -4 11 -11 -1
right_child=2 -3 4 6 7 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0030607840776454144 0.0044306969688646955 0.25583477021179368 -0.03887203045638938 -0.0052720881852197149 -0.0073309745686146264 0.12390967307235219 0.14536837496357533 0.0061717575778447173 0.47319302257528845 0.65659671136743913 -0.033695806951264333 -0.091483992951918086
leaf_weight=5.2762614488601676 57.876557255163789 4.4949934780597678 387.83099414769094 339.80367888952605 4273.8809728969936 102.01242532581091 24.220198284834623 6814.2808984855074 1.7049868637695897 0.93685648962855594 23.540314472746104 77.186490962281823
leaf_count=17 239 26 9698 3187 57668 770 645 79856 26 14 603 550
internal_value=0 -0.0547905 0.000923336 0.0279171 -0.000308826 0.0806607 0.00475072 0.000967192 -0.0366307 -0.067847 -0.00727506 -0.0858264
internal_weight=0 111.435 12001.6 523.913 11477.7 159.889 364.024 11088.2 389.536 106.94 24.4772 82.4628
internal_count=153299 1210 152089 4841 147248 1009 3832 137524 9724 1184 617 567
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=15
num_cat=0
split_feature=166 118 130 2 94 24 110 64 107 75 107 118 130 26
split_gain=52.6865 48.3264 56.6887 67.062 50.6478 41.2355 41.5359 65.3127 50.46 39.4211 40.2861 24.1402 7.48439 10.3286
threshold=-0.057817702650015769 0.19830466202305849 -0.035560747330618134 -0.29907889772780277 0.035419357479166635 0.17879289466151471 0.4626796486190044 -0.041436254932568112 0.086679294342117033 3.0725671845377801e-05 0.18374778790282864 0.37927076283005745 -0.0134171777936386 0.097770357748642511
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 8 -8 -1 11 -11 -3 -7 -14
right_child=1 9 3 -5 -6 12 7 -9 -10 10 -12 -13 13 -15
leaf_value=-0.076105846026340226 0.011543505728786659 -0.013468050375415925 0.1030025767187973 -0.0090906659290009052 0.057550244941396281 -0.10565163487124066 0.40439254205961328 0.035614044753489268 -0.0082312836100627337 -0.032375982241722161 0.0013341452739911868 -0.13853002702011533 0.023139964539351306 -0.067992747076617205
leaf_weight=128.91705599280249 3313.2619169528771 25.696974531747401 54.854684938327409 1975.2471923357807 257.91303950329893 41.891269287385512 5.335773537401109 48.051100280848914 728.33333035676333 507.54341289334116 1175.8092281588179 38.647117514163256 14.353228369058341 93.118540921845124
leaf_count=38864 39985 178 1644 24693 4203 2694 559 3560 9652 12954 6819 228 811 6455
internal_value=0 0.00275142 0.0072811 -0.00606183 0.0148661 -0.0210967 -0.0131089 0.0724718 -0.0184386 -0.011766 -0.00882971 -0.0885843 -0.0697973 -0.0558217
internal_weight=0 7348.97 5601.28 2030.1 3571.17 1060 910.637 53.3869 857.25 1747.7 1683.35 64.3441 149.363 107.472
internal_count=153299 90704 70525 26337 44188 62595 52635 4119 48516 20179 19773 406 9960 7266
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=15
num_cat=0
split_feature=13 16 73 127 103 19 152 77 169 55 131 88 70 155
split_gain=48.634 54.6534 66.1329 80.6154 80.3383 35.4731 34.2567 24.8014 5.85221 5.09799 3.94188 1.68501 2.48099 1.09475
threshold=0.24475220026099639 0.39396225837395332 -0.01513071369493456 0.022610892351886701 -0.018906111398003734 -0.20146498056156859 -0.40208654800760146 -0.0014251677376273728 -0.13464437043492469 -0.048358574050056828 -0.50700452639092297 0.00022831116605070417 1.2549149011147473 0.60604853602742415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 9 -2 -11 12 -10 -13
right_child=8 5 3 -5 -6 6 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.00042873297025897091 -0.081393535412423279 0.050649477473148241 -0.035596588571122502 -0.0022496661890762672 0.040402986425910649 -0.010717790457201538 0.055398191924166854 -0.092942258049599269 -0.080151665824906931 0.56923326670775343 0.051555232020929223 -0.081300126856533581 0.36104998135281874 -0.024687871357187245
leaf_weight=1700.2402755614312 4.0770340589224361 18.086613065795973 936.9692011414445 3203.6962625489396 672.44532169634476 100.45708057237789 356.379560763482 35.912693196441978 0.31173941583256137 0.15115217096172262 5.4733389152970613 85.892928648478119 0.21560007333755493 3.5572718828334464
leaf_count=31157 1978 577 20221 35734 13788 1068 5411 418 184 2 441 39854 1 2465
internal_value=0 0.000302394 -0.0021679 -0.00979556 0.0111434 0.0317996 0.0408595 -0.0448474 -0.0700417 0.0037495 0.0654673 -0.077998 0.100231 -0.0790488
internal_weight=0 7024.19 6513.35 4140.67 2372.69 510.836 456.837 53.9993 99.6791 9.70153 5.62449 89.9775 0.527339 89.4502
internal_count=153299 108374 100900 55955 44945 7474 6479 995 44925 2421 443 42504 185 42319
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=15
num_cat=0
split_feature=136 127 96 16 19 151 18 158 124 165 16 104 96 158
split_gain=42.6322 50.6358 44.4953 57.4639 52.4075 51.3018 60.7845 54.4706 30.7209 36.2622 34.7369 20.0904 10.5696 6.15183
threshold=0.031084057080217838 -0.0046182395995713306 1.0785406198422816 -0.35240491194050555 -0.43209207356242824 -0.10357948728857523 0.51103351966240396 -0.27719439538398116 0.0053849877048388001 0.20223807269463664 -0.47116107517957634 0.42795067742831366 1.0785406198422816 0.71795589464160225
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 5 11 -5 6 -2 -7 9 -3 -10 -4 13 -1
right_child=2 8 3 4 -6 7 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.073718533531302755 0.029926290915432814 0.073128374394068801 -0.084073352241262445 0.079834858948657828 -0.032918723271301784 -0.025957978256279764 -0.0075638358290653716 0.0053444449961665766 0.14539071398639075 -0.020251877864280506 -0.02582359051364885 0.070552628881104473 0.22847186103861283 0.038420758958750474
leaf_weight=173.46922234244994 1419.458143610158 86.86723709301441 9.3137854796368611 43.604456713423133 754.57662473805249 722.25948543398408 621.97283773275558 2413.6966640736209 12.160034829110371 79.777179036856978 464.47500802701688 85.906878550071269 1.1899273267481465 5.0339881630061418
leaf_count=42305 12076 6988 86 232 4047 5168 4859 33487 1029 8770 29434 1478 19 3321
internal_value=0 -0.0216438 0.00261012 -0.0179993 -0.026759 0.00616645 0.018504 -0.00186499 -0.00853382 0.0284247 -0.0214555 0.0554283 -0.0685759 -0.0705561
internal_weight=0 822.973 6070.79 893.402 798.181 5177.39 2041.43 3135.96 643.279 166.644 476.635 95.2207 179.693 178.503
internal_count=153299 91866 61433 5843 4279 55590 16935 38655 46221 15758 30463 1564 45645 45626
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=13
num_cat=0
split_feature=33 33 176 126 68 32 4 113 85 151 17 17
split_gain=34.0363 35.5141 43.7964 63.5103 61.8912 40.9324 54.2361 38.1619 31.2314 30.1361 43.2557 23.0822
threshold=6796.0250119330931 66.965013148113641 -0.062341604860006339 0.89730423697935224 -0.053532029578548107 0.1630539293694073 0.04373370644283664 -0.054168607073200502 -0.31502514287369804 -0.18653500595244446 -0.12862302014304625 -0.092939324647347873
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 -2 10 -10 -11
right_child=8 5 3 -5 -6 6 -8 -9 9 11 -12 -13
leaf_value=0.0059547050412905832 1.290480197158119 -0.058727294354478654 -0.046448617850307537 0.017094646616948768 -0.027997620425349284 0.048473661951328323 -0.0066504861139684629 -0.014125899787091651 1.1573935816438943 0.11335342986225999 0.18824987459805609 -0.084348279955096861
leaf_weight=1642.7049388063606 0.21856402244884421 233.56584525044309 167.44075400978909 2594.9890470122627 797.57128251201357 219.26709769078298 959.67038140373188 1073.7601601135684 0.48271767050027925 14.002865985181414 10.023959032027047 10.212403850688135
leaf_count=24133 19 25954 5141 30796 9994 2706 28862 23904 3 408 239 1140
internal_value=0 -7.84708e-05 0.00461966 0.0132431 -0.00514215 -0.0099097 0.00360189 -0.0220944 0.0988431 0.0913422 0.232776 0.0299759
internal_weight=0 7688.97 5202.71 2762.43 2440.28 2486.26 1178.94 1307.33 34.9405 34.7219 10.5067 24.2153
internal_count=153299 151490 70064 35937 34127 81426 31568 49858 1809 1790 242 1548
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=15
num_cat=0
split_feature=57 0 74 77 85 17 134 82 143 143 19 58 129 19
split_gain=34.8644 56.569 51.3589 43.3318 52.5162 61.1831 61.0607 49.1326 46.9633 39.9838 39.4101 28.8587 24.8078 20.1472
threshold=4.8439510588554011 3.8114905624406865 -0.0081353722630271349 -0.055819924255666363 -0.075786802049252935 0.4840452278313479 -0.099241884923571791 -0.12106557474326415 -0.0048190233049802099 0.085230564929517139 -0.10146774683347699 0.029971165968445429 1.0186294332956838 0.20774571736785999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 11 4 5 -2 -6 8 -5 -4 -9 -3 -1 -14
right_child=3 2 9 7 6 -7 -8 10 -10 -11 -12 -13 13 -15
leaf_value=-0.021178868127532453 -0.013467078681338902 0.014341371137936786 0.056900992079756164 0.0085016567357650372 -0.037373882054797726 0.037187881370984534 0.024850384989621142 -0.018126397978497071 -0.061678024947260594 0.0031190099558169007 0.00030395253633440692 -0.039286340305448725 0.044930103242772412 -0.043778187998794911
leaf_weight=527.80483221932082 1487.7492972905748 487.64663581649074 525.70543010381516 140.39761719142552 174.50054780219216 283.9543904364109 1638.3903366125887 1565.0811036864761 297.20490214996971 187.54770872404333 4485.1005301915866 126.34384857758414 114.91402973857475 32.942147200927138
leaf_count=13792 15399 9150 6408 3177 1918 2564 15162 22542 2340 1108 56373 1025 2095 246
internal_value=0 0.0125172 0.024508 -0.00192869 0.00689531 -0.00534851 0.018861 -0.00680408 -0.039162 0.0427592 -0.00446367 0.00330613 -0.0110371 0.025166
internal_weight=0 2002.9 1327.24 10072.4 3584.59 1771.7 1812.89 6487.78 437.603 713.253 6050.18 613.99 675.661 147.856
internal_count=153299 33824 17691 119475 35043 17963 17080 84432 5517 7516 78915 10175 16133 2341
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=15
num_cat=0
split_feature=145 70 82 118 148 20 71 2 138 94 114 116 21 116
split_gain=50.2771 45.6156 66.1067 46.6104 40.8105 25.3449 33.6956 31.0018 14.6572 14.6372 13.909 19.5656 12.9889 12.9058
threshold=-0.18444097453167904 1.2549149011147473 1.1423046682081701 -0.33612702686557744 -0.26712350132797141 -0.24774263486257617 -0.046674214224820328 0.38305711926124125 0.13722486673542092 0.27071744767128808 6.9007266388571837 0.68444370608000027 0.1817510423399534 0.053521570081474394
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 8 13 -8 12 -10 11 -3 -1 -7
right_child=1 10 4 -5 -6 6 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.044672998283267977 0.067137386546928385 -0.082783913754069183 0.22054215946118713 9.9945558924650302e-05 0.049461755180581386 -0.049189988371104207 -0.072088557554168459 -0.20344796819310396 -0.051117885610881653 0.72056821194117715 -0.079655204805985272 0.22527516070547793 0.28723802357326644 0.068268748297186571
leaf_weight=20.030524136411263 105.09352034100448 4.5897767783026193 20.061180018441519 7915.3662164426351 45.723471468198113 18.539067339181202 83.993060432127095 22.855476472032024 22.329506042529832 0.24853317067026992 86.894460882816929 3.7430640771053731 2.4810042393510221 18.881538748275489
leaf_count=283 1932 337 174 110453 597 1357 32370 156 2738 15 2691 27 17 152
internal_value=0 0.00098691 0.00179721 0.000978349 0.101633 -0.0511339 -0.0715867 -0.100187 0.0143073 -0.0426234 -0.0678202 0.0555944 0.0714062 0.0100769
internal_weight=0 8181.47 8086.24 8020.46 65.7847 189.359 144.269 106.849 45.0896 22.578 95.2273 8.33284 22.5115 37.4206
internal_count=153299 116211 113156 112385 771 37088 34035 32526 3053 2753 3055 364 300 1509
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=15
num_cat=0
split_feature=151 155 56 163 55 35 23 1 92 127 34 165 154 1
split_gain=48.4216 55.8653 76.7802 76.576 66.415 61.7057 55.0432 53.7952 26.1397 18.9056 26.5416 15.5496 10.6575 8.8755
threshold=0.33417041545327514 -0.011533194907790466 -0.0080515541366974076 -0.25450599355677223 -1.0000000180025095e-35 -0.016075131303736948 0.025320096892813029 -0.20404596483112949 -0.095572310223668439 0.065376711549417307 -0.021324790321002915 0.18037587914312617 0.214066444197265 -0.25165411363376317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -5 -3 -4 11 12 -11 -2 -10 -13
right_child=8 2 7 5 -6 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=-0.026571966362306312 0.18317463219644897 0.017499390973849584 0.070177383066509127 -0.053025202477457872 0.029233064796303238 -0.010685207592933264 -0.010122040281879494 0.016210828813213222 -0.02756177547211261 0.014081865959660701 -0.063370974424291585 0.11802879472766643 -0.073225221220462572 -0.091422263413305074
leaf_weight=299.83485503855627 8.5841202493174951 1308.7004877767758 307.65544123854488 449.20308649999788 738.64156972663477 1472.6759630216402 1607.8071457029146 462.22285852796631 77.921634366299259 119.04326801293064 70.413834233419038 3.3631375972181559 148.5511958518764 5.0777507014281564
leaf_count=3675 121 27261 3431 5738 10390 49321 17947 8014 6536 3215 3838 23 12434 1355
internal_value=0 0.00147159 0.00968717 -0.00875887 0.0131207 -0.0205814 0.0022723 0.0377767 -0.0330429 -0.0380141 -0.0147043 0.0884065 -0.057514 -0.00796982
internal_weight=0 6646.74 3686.39 2960.36 1038.48 1921.88 2916.51 769.878 432.955 415.93 189.457 17.025 226.473 8.44089
internal_count=153299 125777 56653 69124 14065 55059 45208 11445 27522 26023 7053 1499 18970 1378
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=15
num_cat=0
split_feature=28 118 29 106 140 80 34 145 132 15 161 25 126 104
split_gain=40.4828 36.6592 38.6354 61.5523 33.8075 26.7729 21.3582 20.2548 5.64697 13.7057 5.66869 1.59984 2.39071 0.901904
threshold=-0.04530256839077041 2.4892819278085798 0.02830290288177981 -0.064765717491168426 0.16421195630526628 1.4201941713767681 -0.053535383201461499 0.39732080458874997 0.29696629967121474 0.72982965753070628 -0.12816569945483708 0.18433411624494375 0.98747124310801559 -0.32299646141127419
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 11 -10 -11 13 -13 -1
right_child=1 5 3 -5 -6 7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.030432557452860273 0.024301873304194952 -0.012370928247223391 0.0045973596611409802 -0.016940388896913069 -0.022941408879045611 -0.14444379028082552 0.079031179795783876 0.088081688617448403 0.7647992633594175 0.087723646156989507 -0.090994237912764731 -0.083394177900583497 0.11783605928664864 -0.081750698777788011
leaf_weight=3.5960072403249788 915.01835077759461 32.440432177332696 3297.2237626401184 2220.540318236599 181.52134592170478 11.912474025972189 120.63074367004447 5.4646503226831546 0.23581239872146298 3.2450589938089252 3.9171609515033197 1.3668374884000507 1.0393120399676261 71.876064956159098
leaf_count=1009 44793 222 29399 28743 11731 40 755 106 7 45 352 195 7 35895
internal_value=0 0.000516885 -0.000663107 -0.00407018 0.0164812 0.0463069 0.0596603 -0.0713206 -0.0688151 0.0146767 -0.0100207 -0.0767464 0.0035252 -0.0793056
internal_weight=0 6784.75 6614.3 5517.76 1096.54 170.448 153.071 17.3771 85.2763 7.39803 7.16222 77.8782 2.40615 75.4721
internal_count=153299 115789 114666 58142 56524 1123 977 146 37510 404 397 37106 202 36904
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=13
num_cat=0
split_feature=63 102 11 154 10 9 14 11 102 15 164 76
split_gain=31.66 35.3161 68.0648 76.996 62.1178 54.2006 75.8604 52.6848 16.8299 14.8705 19.5819 15.5844
threshold=0.012549664429508472 0.18240206694218153 -0.32149128102784214 0.17615843399093231 -0.27634862547316758 -0.12877033761127507 -0.22419601224754768 -0.34836190251388338 0.4613675838788876 0.50302935311228503 0.44590771660479694 -0.3606051543065259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 9 10 -1 -11
right_child=1 5 4 -5 -6 6 -8 -9 -10 11 -12 -13
leaf_value=-0.084725538678565165 0.022053600817496428 0.0067972696401189447 -0.059320415104305385 0.12942772778642075 0.013444931296907429 0.02087816810093469 -0.0066628966726535958 -0.026732900747364549 0.55790026528762238 0.066705250719915482 0.57326899331194969 -0.05267238550076906
leaf_weight=0.90768735000165068 198.71929448080482 720.00217338633956 134.74815732473508 100.58790909766685 906.98961678020714 1717.4208948875312 2394.5888391515909 1342.1468967942055 0.4686278929002573 11.688355538179165 0.90146182337775826 169.80967157092527
leaf_count=75 5028 9279 2730 1016 35212 12413 57558 16171 14 133 21 13649
internal_value=0 0.00139966 0.0161087 0.0581387 0.00403278 -0.00179518 0.0048399 -0.0150258 -0.0406108 -0.0421409 0.24314 -0.0449845
internal_weight=0 7515.2 1341.04 299.307 1041.74 6174.16 4112.01 2062.15 183.776 183.307 1.80915 181.498
internal_count=153299 139407 43986 6044 37942 95421 69971 25450 13892 13878 96 13782
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=15
num_cat=0
split_feature=145 9 160 157 26 19 67 61 157 70 73 166 157 151
split_gain=32.1469 40.6859 50.5081 49.2357 38.5248 57.7348 32.689 26.4113 11.5694 32.7587 265.988 15.3823 6.2023 5.17589
threshold=-0.3803288347574032 -0.19025335853415601 -0.14088064267580283 -0.41558376456527651 -0.01813481856890781 -0.39386017295568582 -0.063916590906988965 0.025073804651768058 -0.38233297824897611 0.0094713363597004659 -0.016937930631084595 -0.34532085607294433 0.14270684871863368 0.54208455800415301
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 7 -6 -3 -2 9 10 -1 -11 13 -10
right_child=1 2 3 -5 5 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=0.089479646756370726 0.037103325933008607 -0.045479151503753028 -0.070079027864075133 0.0024648310425035573 0.25876268049336176 -0.003184610858771743 -0.0098771837580787242 0.19373820298199837 -0.078821998167993221 -0.045273090721958759 4.277459317929547 0.76681934861124668 0.094853685762071857 0.22222732029563233
leaf_weight=2.7171445243875501 467.96717462252127 342.67304680700181 94.491790285916068 9463.4527079123072 8.5577718361746502 501.34084251796594 1042.515432612272 11.018414620310066 79.543389603728428 21.03345370141324 0.16061854152940469 0.2358600702136745 2.165380470454692 0.57522681355476279
leaf_count=597 7932 5427 4467 98015 157 10244 14818 79 7407 4097 23 8 26 2
internal_value=0 0.000916694 -0.00083867 0.00174765 0.0203418 0.00121172 -0.0186845 0.0407065 -0.0542864 0.00657558 0.323226 -0.0362676 -0.072147 -0.0766606
internal_weight=0 11932 10943.1 9557.94 988.884 509.899 1385.19 478.986 106.431 24.1471 2.87776 21.2693 82.284 80.1186
internal_count=153299 141139 122727 102482 18412 10401 20245 8011 12160 4725 620 4105 7435 7409
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=13
num_cat=0
split_feature=106 159 119 47 39 77 86 149 99 132 155 41
split_gain=47.174 46.8548 42.8104 40.8256 40.0782 70.0251 36.8192 20.371 7.37052 3.78024 12.3011 3.14549
threshold=-0.23378130616967349 0.16041498025166526 -0.28257055366584477 3.457383319127223 0.039561166513765712 -0.35001894746980361 0.23077671175544831 0.49975255368878185 0.0062257917339979575 0.046106989823022922 -0.41444124628408069 -0.085096256338458007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 -1 10 -10 -11
right_child=1 2 3 -5 6 -7 -8 -9 9 11 -12 -13
leaf_value=-0.23664451424690683 0.085168500923994625 0.070529316631479141 0.0038965988428199235 -0.051793727658487304 -0.016209253441356347 -0.066189332723426045 0.02908701151617283 -0.12867380586324298 0.74589091850759637 0.013763111204103493 -0.081813837452419449 -0.079786373646976327
leaf_weight=2.8346036935108705 34.579746935516596 119.18695000023581 6560.3034825164068 134.3308177490253 931.39893006706552 263.36544393171789 222.2791398440022 5.3646308910101643 0.23937702178955078 3.7913925383327287 0.71846287106745776 69.114747967032599
leaf_count=20 82 2404 93457 1241 7770 35460 1912 29 1 1801 284 8838
internal_value=0 0.00038721 0.00385988 0.00277915 -0.0159261 -0.0486226 -0.00748202 0.0619493 -0.0784012 -0.0723284 0.125041 -0.0749214
internal_weight=0 8270.81 6819.19 6694.63 1451.62 297.945 1153.68 124.552 76.6986 73.864 0.95784 72.9061
internal_count=153299 142355 97131 94698 45224 35542 9682 2433 10944 10924 285 10639
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=15
num_cat=0
split_feature=76 110 163 97 61 136 108 162 142 112 82 3 80 139
split_gain=46.1712 43.4491 63.8397 66.4634 42.0825 37.4067 35.3163 31.9354 25.1401 19.3383 15.8389 11.9267 6.02583 5.47553
threshold=-0.14241138344807422 0.42515193791652117 -0.438142447488515 -0.016409659097064579 0.14326838707286241 0.017291107532436588 1.7153880775607713 0.042303051695894746 2.5147173881413205 0.26876184018988475 -0.057351604007973532 11.710793783855932 0.88647577510127429 -0.070555759185201586
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 9 11 13 -1 -11 -10
right_child=1 5 3 -5 -6 7 -8 -9 10 12 -12 -13 -14 -15
leaf_value=0.057271933632734896 0.082801257341467732 -0.019205165091721085 -0.019666799976355225 0.0083356193877842499 -0.12566252450756041 0.10233422348105976 0.033206826811818906 -0.031963245184951604 0.0030279988042331415 0.11451628698599732 -0.082129549517847622 -0.070940862322984979 0.48232324916238689 0.24297215696204977
leaf_weight=7.6088964478694825 141.6934748912463 272.47563206485938 1053.7489354012068 4332.6166142797738 10.394020264036952 18.113085806369781 243.4112998569035 789.14101787761319 1.1664303250727242 3.1968033692683089 2.9454378449590859 156.1423377666797 0.5175391137599944 5.1507346769794822
leaf_count=246 5274 1916 35115 77799 41 100 2721 12186 85 202 221 17368 3 22
internal_value=0 0.00077205 0.00466149 0.00285743 0.0685543 -0.0155085 0.00552442 -0.0289499 -0.0509951 -0.0598654 0.109376 -0.0649833 0.165765 0.198668
internal_weight=0 6861.59 5538.45 5386.37 152.087 1323.14 515.887 807.254 176.728 167.466 9.2626 163.751 3.71434 6.31717
internal_count=153299 135152 118229 112914 5315 16923 4637 12286 18147 17819 328 17614 205 107
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=15
num_cat=0
split_feature=53 115 158 73 98 115 65 157 77 113 136 3 112 53
split_gain=38.0802 71.9626 58.5267 130.727 46.5222 43.4124 61.7367 72.0067 37.0377 35.3438 35.0351 33.0114 28.0547 18.7565
threshold=0.099846488029459626 0.32481407878782625 -0.29373062446034143 0.67404384975383225 1.0615809662176676 0.97000222030576055 0.55661648317976364 -0.43483520199580433 3.0500455883037358 -0.42442504265008302 0.31456167239389438 26.102781514415746 -0.15759542243918037 -0.19840593286537297
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 10 -8 9 -7 -2 12 -3 -13
right_child=5 11 4 -5 -6 8 7 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.04173971498985285 -0.015137984684247804 0.20706269622235976 0.012707988409553991 0.018411351320276714 -0.049217541396208563 -0.064593183579930033 0.03641956826873724 -0.061716814280386001 -0.25826140582687795 0.046987577957391932 0.018622007071342855 -0.18438925787579674 -0.027565156921309897 0.059147590094392216
leaf_weight=816.74712689945591 1056.8908074687206 5.4458002650644621 2539.6499513600866 647.94035646598786 127.4026615236653 32.547391407366376 90.064394070999697 440.21214047027752 4.450546469539403 222.13598476795596 433.47174389706925 3.1912207594141355 79.386798388673924 350.75759581872262
leaf_count=19081 38509 34 77272 3537 919 802 449 1864 24 2231 3648 49 645 4235
internal_value=0 0.00501899 0.000929889 -0.0151304 0.00974986 -0.0108035 -0.0157452 -0.0450489 0.0277304 0.0327281 -0.0053189 0.0435236 -0.0125033 0.0569518
internal_weight=0 4570.52 4131.74 1464.69 2667.05 2279.77 2020.64 530.277 259.134 254.683 1490.36 438.781 84.8326 353.949
internal_count=153299 105772 100809 22618 78191 47527 44470 2313 3057 3033 42157 4963 679 4284
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=15
num_cat=0
split_feature=171 74 85 158 95 135 89 154 120 54 159 101 106 154
split_gain=31.97 32.3071 49.4181 41.4644 39.8102 82.1487 73.3344 22.0368 10.6919 6.52506 5.24008 13.7832 5.45323 3.07078
threshold=0.1456321006873432 1.260385424743961 1.7966972422159393 0.062041373710144218 0.23916055169062347 0.37366608329548634 0.0098151064650547817 0.11588968066037668 0.13557952739364462 35.796556833131397 0.068874258098841859 -0.023541357049243754 -0.34721395897392404 -0.15062704509563993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 -2 -6 -4 10 13 12 -12 -1 -10
right_child=1 2 7 -5 6 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.11799543458624361 0.0013296539281091929 0.049109112539855435 -0.077663665518616587 0.24232245570918895 0.11342407518919811 0.04933398409833558 -0.01230831720715108 0.071822156204077045 0.10227210218405591 0.11937030027343894 0.47872262805766996 -0.038919914234411074 -0.09136081267222447 -0.081321641946104306
leaf_weight=1.2710538124665607 4313.2622940639558 177.58815929642878 44.751113761216402 11.848130779806523 47.235245478455909 388.60104205115931 2588.7372054976295 12.649048546096308 1.1668933928012846 4.8410579536575824 0.53437131817918349 13.754527428769503 58.8356796822045 4.1548810758395103
leaf_count=7 120257 774 267 46 213 3400 25215 107 2 26 48 248 2581 108
internal_value=0 0.000979108 0.0365635 0.0611935 -0.000217912 0.00529713 -0.0100553 -0.0447221 -0.060851 0.035358 -0.0739937 -0.0195613 -0.0869336 -0.0410655
internal_weight=0 7584.67 246.836 189.436 7337.84 4701.86 2635.97 57.4002 84.5585 10.1628 74.3956 14.2889 60.1067 5.32177
internal_count=153299 150279 1194 820 149085 123657 25428 374 3020 136 2884 296 2588 110
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=13
num_cat=0
split_feature=160 122 126 59 4 136 121 157 157 157 158 148
split_gain=32.4411 47.2534 50.263 55.2154 31.8159 31.0094 63.1979 46.951 10.5058 9.55683 21.2421 3.00519
threshold=-0.40397164160824811 -0.30071262667498333 0.98084272172257436 -0.10638248186479635 -0.016156021400602346 -0.006210207882429865 0.24790971335854992 0.32496998859311327 0.13418726249603072 -0.33244363413800954 -0.27140003302477805 -0.9794613675510121
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 9 10 -1 -11
right_child=1 5 3 -5 -6 7 -8 -9 -10 11 -12 -13
leaf_value=-0.025103577975181913 0.009977235855802076 -0.0020326415503921307 0.64776439648271367 0.080882536644824601 0.11053713898397032 0.00093296029509695006 -0.038947876717716011 0.023939563789640867 0.12406036707503208 0.22765174953380171 0.74170243639361688 -0.080637715767839555
leaf_weight=38.865187317831442 92.869595913332887 3875.2764808954089 2.9480179504025728 4.118753725429996 47.582882385177072 6320.0603803747799 526.80114153225441 1031.8567827534862 3.2729479763656846 0.31759059737669204 0.36465566221158852 71.949052242911421
leaf_count=6395 2023 51945 29 56 752 66750 7404 11572 21 18 49 6285
internal_value=0 0.000893394 0.0571384 0.317366 0.0440452 0.000187488 -0.00645033 0.00416198 -0.0525284 -0.0577121 -0.0179758 -0.0792829
internal_weight=0 11901.5 147.519 7.06677 140.452 11754 4402.08 7351.92 114.769 111.496 39.2298 72.2666
internal_count=153299 140531 2860 85 2775 137671 59349 78322 12768 12747 6444 6303
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=15
num_cat=0
split_feature=124 118 116 114 77 161 151 77 124 83 155 105 96 62
split_gain=47.5116 43.6142 45.9556 45.2 43.084 35.6749 33.9332 33.8487 30.0787 15.4332 11.5957 9.07981 4.46103 2.44605
threshold=0.3860658054259189 -0.17429431745803106 0.013920797346194952 8.5515156478523711 -0.054648018426909091 0.059748183445194517 0.22311626544341065 -0.17165120529399344 -0.49037375978210646 -0.017474334528121308 -0.49612578754298098 4.0263500978153637 -0.0059700050687622212 -0.01178802113292062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 -4 -3 -1 9 -5 12 -9 -12 -2 -11
right_child=7 2 4 8 -6 -7 -8 10 -10 13 11 -13 -14 -15
leaf_value=-0.057029198816083641 -0.143361982867969 -0.058509365427616838 -0.0071043876907365862 -0.067833307470812634 0.0089689721010139545 -0.0036766260124414304 0.028090739647529058 0.085574904213949227 0.036518123484412635 0.10812360684519162 -0.078694208584618217 -0.030594109055797854 0.0062776404431290934 0.031372840455174973
leaf_weight=113.16508121211518 4.0592179303057492 242.46317031476065 3515.8852859543113 28.730562719050795 3172.3288164241094 232.36741005710792 79.902099077065941 5.2702624574303618 716.16102393550682 18.441900756792172 135.75475221087981 55.20377606015245 3.9124456495046642 5.3590504736639515
leaf_count=7163 21 49617 23854 602 27068 14400 2283 26 10252 62 14965 2937 21 28
internal_value=0 0.00104041 -0.00161473 0.0213173 0.000519468 -0.0316759 -0.0218018 -0.0452465 0.0324933 0.0505075 -0.0607506 -0.0647891 -0.0699197 0.0908423
internal_weight=0 8101 7163.04 937.959 6688.21 474.831 193.067 228.001 744.892 31.7726 196.229 190.959 7.97166 23.801
internal_count=153299 135239 114939 20300 50922 64017 9446 18060 10854 132 17928 17902 42 90
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=15
num_cat=0
split_feature=73 96 163 11 124 158 65 72 39 154 99 55 22 163
split_gain=43.4184 91.0939 51.8738 65.4347 38.0873 37.5031 47.8101 49.4302 34.4197 29.1111 28.5071 22.8099 16.8661 1.92026
threshold=0.33257212538200381 0.46605439610548477 -0.438142447488515 -0.38522178563765547 0.32860037912684825 -0.18961141996006334 0.052116914729409207 0.88391079990363297 -0.1828829490089838 -0.28051833928813336 0.074394364643664765 -0.018959814826589285 0.040114028229863367 -0.23817272419904428
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 10 -8 -7 13 -2 -11 -10 -3
right_child=5 9 3 -5 -6 8 7 -9 12 11 -12 -13 -14 -15
leaf_value=0.083796109098470906 -0.019655275006681756 -0.25560365748097791 -0.037812821047894532 0.0017322295680076317 -0.021162089927802177 0.68367008327984624 -0.02369068439437232 0.052332893448835183 0.037982233215571919 0.021322244702942441 0.081047292861307185 0.074789594512755797 -0.049396066203240843 -0.095430317645051499
leaf_weight=122.61345544049982 40.675809902139008 0.80634462833404441 459.84333327936474 4646.2773680478713 48.151189554017037 0.65096826932858576 738.91087743622484 96.720544813899323 23.518880881892983 121.05274972191546 91.000320507911965 234.07544824801153 363.77068175768363 10.429568404331802
leaf_count=5099 256 1 6127 110641 523 36 11692 1636 689 1753 433 1847 12393 173
internal_value=0 0.00333179 -1.59192e-05 -0.00182909 0.0542006 -0.0166009 -0.00606612 -0.0148913 -0.0428687 0.0515501 0.0499395 0.0565641 -0.0440899 -0.106925
internal_weight=0 5643.25 5276.89 5106.12 170.765 1355.25 967.308 835.631 387.941 366.364 131.676 355.128 387.29 11.2359
internal_count=153299 126164 122390 116768 5622 27135 14017 13328 13118 3774 689 3600 13082 174
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=14
num_cat=0
split_feature=115 139 1 19 152 118 156 91 65 19 9 119 79
split_gain=36.967 39.2083 90.4046 64.9721 60.7704 49.4805 44.4108 40.8723 12.0879 10.1693 3.6034 62.6543 0.745046
threshold=-0.19631000767281157 -0.07634185907016032 0.0031470109792750413 -0.24972853676047715 -0.032242569280575992 0.12392335790769049 1.1196981455011459 0.089754132824299379 0.79059784999486571 0.3025706833312673 0.0084869885947409882 -0.12328967838440492 1.7349751573820653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 4 -2 -5 -3 -4 10 -10 12 -12 -1
right_child=1 2 7 5 -6 -7 -8 -9 9 -11 11 -13 -14
leaf_value=-0.08894852650036579 0.036379289604667464 0.010740739565993663 0.05604051267468823 -0.059357668235520106 -0.039472928101414936 -0.0090283577833709105 -0.0086875405100155009 0.0012503830799847585 -0.079788717271060725 0.097677015576029133 3.2159123134580896 -0.086070113942361526 -0.17197753527235157
leaf_weight=61.42290854685416 344.51583014817152 2047.7680458163959 449.60404061162262 374.57344818483398 152.32103158613609 408.23575934350083 2765.5785898509057 195.29196520405822 5.8352622967213374 7.2293822378851473 0.06066893515526306 1.0880418075976184 1.1001023408025492
leaf_count=11240 6800 20683 17014 36532 6861 10563 42505 827 30 34 27 176 7
internal_value=0 0.000595124 0.00428869 -0.0151595 0.0131244 -0.0331109 -0.000422062 0.0394486 -0.0692065 0.0184128 -0.0871849 0.0883234 -0.0904094
internal_weight=0 6737.89 5458.24 1279.65 496.837 782.809 4813.35 644.896 76.7364 13.0646 63.6717 1.14871 62.523
internal_count=153299 141785 81029 60756 13661 47095 63188 17841 11514 64 11450 203 11247
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=15
num_cat=0
split_feature=152 16 98 124 76 168 76 21 107 0 158 61 109 178
split_gain=32.9986 59.9162 80.6 55.2109 49.672 63.6639 60.9383 40.0812 43.451 39.3629 35.2444 31.4013 26.0075 20.5106
threshold=-0.31953280180697946 0.26825529764268213 0.37612732518707126 0.51822228816981342 0.015779621661804837 4.2657616277979615 1.0562776667289682 0.087591839844461936 0.92994568508814257 2.5990682915655587 -0.055382228267404493 0.94083970393711291 0.20943807504710937 -0.0087779995648026663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 13 -4 5 -2 -6 10 11 -10 -1 -9 -12 -3
right_child=1 2 3 -5 6 -7 -8 8 9 -11 12 -13 -14 -15
leaf_value=-0.033941158798919527 0.053352842722482613 -0.033404656151513355 0.044977679855982951 -0.077208657467720224 -0.0079303017434858812 0.0056561774909420527 0.026015634716061227 0.051375453118663664 1.021620730611752 0.19580473526610506 0.078672647899759252 -0.038764815740774311 -0.10344500901699019 -0.077553460068554209
leaf_weight=167.06309144201805 365.24153339769691 202.65502569935052 170.9667457654723 47.188097922131419 4241.2705809222534 1196.895491244155 604.15824450016953 318.98812793302932 0.81397516326978747 1.9841823740862308 55.586939821543638 43.974013835424557 9.1292289068223891 218.89215945232718
leaf_count=3843 11296 8408 1180 261 51013 51284 4307 2632 10 65 1463 403 96 17038
internal_value=0 -0.00161191 -0.0307942 0.0185481 0.00130151 0.0168081 -0.00369771 0.0228639 0.0434809 0.436032 -0.00967091 0.0404547 0.0529821 -0.0563293
internal_weight=0 7047.27 639.702 218.155 6407.57 1562.14 4845.43 597.54 365.76 2.79816 231.779 362.962 64.7162 421.547
internal_count=153299 144787 26887 1441 117900 62580 55320 8512 3110 75 5402 3035 1559 25446
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=15
num_cat=0
split_feature=76 77 91 112 19 76 73 28 115 178 10 136 128 69
split_gain=31.0709 30.8108 48.7032 52.8006 37.0496 53.9753 50.607 35.826 20.0871 39.8896 25.2571 5.98973 14.825 3.84174
threshold=-0.41785117183306786 -0.23613469614737978 0.0062023229426468622 -0.41219097234952146 -0.033921638315065339 -0.10493066092506222 0.062952382732550285 -0.14660517309294832 0.53518732216192 0.088557634591389531 0.082904632179285176 -0.046126423153021276 -0.30618988299528099 0.011029050616607881
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -6 -3 -4 11 -10 -11 12 -1 -13
right_child=1 4 7 -5 5 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=0.22014047364826986 -0.018102630213255901 -0.018539505032275517 0.099999411580215594 0.11091976565064197 0.023486770001028376 0.0002820338474059662 0.0029485768010284828 -0.0046732597925538072 0.24030403882419038 0.59233825930632544 -0.070814381173081462 0.057365114309282018 -0.063563592188599402 -0.091436229400696387
leaf_weight=2.2449294030666342 45.224734330549836 2114.7499046350713 36.143090950325131 106.20374978566542 1214.050429593306 5749.9361163910362 2275.1563657913939 343.12456257478334 6.4364732541143921 0.5936375148594405 17.653131784405559 1.7797610824927677 10.259170657023786 69.078601289540529
leaf_count=44 398 37623 480 492 8829 75120 25676 3471 36 20 481 10 114 505
internal_value=0 0.000892756 0.0244437 0.0723867 -0.000208047 0.00432738 -0.00740288 0.00530174 -0.0529762 0.0262627 -0.0492395 -0.0764385 -0.0126287 -0.0876988
internal_weight=0 11884.6 530.696 151.428 11353.9 6963.99 4389.91 379.268 108.046 24.6832 18.2468 83.3625 12.5041 70.8584
internal_count=153299 152089 4841 890 147248 83949 63299 3951 1210 537 501 673 158 515
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=15
num_cat=0
split_feature=163 163 106 56 110 10 96 21 116 126 94 38 139 67
split_gain=45.5443 43.407 39.6273 53.6227 32.3222 12.616 18.1597 15.4672 15.0625 8.00215 7.29694 5.04357 2.15266 0.674494
threshold=-0.19780802911446732 2.5282767802670771 0.5635318111923181 1.3626205343296525 0.17452182397259444 -0.22644314246045139 -0.0007614039000197972 0.15351831784458228 0.027532443927965437 0.90357923116083538 0.047489964176749951 0.26480920056292911 -0.13135558052337937 0.14569239079132781
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 12 8 -8 -7 10 -3 -11 13 -1
right_child=1 9 4 -5 -6 6 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.10790558068994505 -0.00035072473344874365 0.076421562146613886 0.022518484711525552 -0.075976509615812302 -0.057072920509123715 -0.077825813722919718 -0.097647806030556894 0.037494235549297948 0.043055849678371137 0.067382436952302976 -0.065372395819970966 -0.10361535268056916 -0.082210282821612551 -0.15302888844808174
leaf_weight=7.0670939067495038 6833.5809447453503 5.4944576839916435 1081.9969780738465 95.06243729457492 53.548536084592342 14.316868001289548 46.370521922275657 10.361369980484595 36.813801870914176 1.7861730894655909 10.691498388419857 50.258183014637325 37.347990009096975 6.2355089238844812
leaf_count=76 98567 62 14906 711 223 3594 3393 1081 387 39 265 830 29131 34
internal_value=0 0.000777548 0.00144956 -0.00138833 0.0187652 -0.0533447 -0.0340124 -0.0729658 0.00920832 -0.0786483 -0.0172393 -0.0977467 -0.0945138 -0.129057
internal_weight=0 8132.42 8064.19 6928.64 1135.55 158.513 107.863 56.7319 51.1307 68.2303 16.186 52.0444 50.6506 13.3026
internal_count=153299 115603 114407 99278 15129 37696 8455 4474 3981 1196 327 869 29241 110
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=15
num_cat=0
split_feature=115 5 139 173 166 9 55 154 131 121 21 10 21 94
split_gain=43.1066 62.106 59.9719 53.6861 88.0407 54.9081 45.7462 72.5119 37.3543 34.2762 32.7901 27.3394 26.62 27.8781
threshold=-0.0043174051493318688 -0.010074386876974317 0.19120221808070731 -0.061427725177581861 -0.16844114950789188 -0.2780480451632697 0.085319072420887751 -0.19275878244875963 0.27968921972810373 -0.030389423002048832 0.042331678361459305 -0.31627974359979399 0.10636357454398233 1.8914387756536135
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 5 -5 -1 12 11 -3 -4 -9 -8 -2 -14
right_child=6 2 9 4 -6 -7 7 10 -10 -11 -12 -13 13 -15
leaf_value=-0.014720729444987261 -0.013176004106754128 0.016174930417922746 0.032869190070754117 -0.044211004851756594 0.0092152033246864409 0.017122646896654842 0.061405895690305239 -0.024701076070276967 -0.045980161737364605 0.087484060322250479 0.029711334874862716 -0.035180367114068432 -0.052663525793922528 0.096261601292763913
leaf_weight=793.43307380910846 458.05039271552232 398.00821810759953 423.62580399913713 640.22702022199519 595.18668926751707 1705.385412956588 31.230753808282316 135.37417626826209 127.71922856933088 157.68845704570413 608.87970314439735 475.54462545427668 406.0572864790156 12.971295598894356
leaf_count=11390 19116 8588 3977 5127 17417 25792 285 4305 1502 1339 12424 28336 13358 343
internal_value=0 0.00474775 0.0255498 -0.00141917 -0.0184718 0.00701163 -0.0123285 -5.22299e-05 0.00107509 0.0476841 0.0198141 -0.0292281 -0.0298389 -0.0480535
internal_weight=0 4841.27 1107.04 3734.23 1235.41 2498.82 2128.11 1251.03 525.727 581.314 744.254 506.775 877.079 419.029
internal_count=153299 75132 15406 59726 22544 37182 78167 45350 10090 5316 16729 28621 32817 13701
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=15
num_cat=0
split_feature=148 145 109 95 169 118 20 12 19 167 131 118 19 139
split_gain=34.9586 35.062 98.9307 121.418 36.7805 35.487 51.116 44.2111 25.5764 19.1754 20.2624 15.6059 10.1964 3.23345
threshold=0.85341046641946672 -0.34777410760456512 0.47285549487456885 0.16262319731327673 0.64066207326400315 0.31372063093787622 0.38613441000122239 1.5074974296429933 0.41961888834707989 -0.31969123677342581 0.11496204185330132 0.25524489501209241 -0.13626034252165695 0.69349835742042931
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 9 12 -11 -10 -2 -13
right_child=8 5 3 -5 -6 6 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.050378990906931986 0.058066093784843599 0.007230468485684852 0.29062026429135557 0.047105590889736419 0.20487986171149372 0.0026356262077198885 0.057230770188799775 -0.015112463998048165 0.1044103334242055 0.020434208399023282 0.091816626269535115 -0.11867779888789298 -0.13847391144981341 0.011184799391903458
leaf_weight=114.71854826551134 4.0454147946147714 1267.4675930103695 23.62753491778858 153.47934738453478 5.9370451023278283 1887.7572754387802 188.63013285656052 2939.7260732396098 4.5876504043117192 67.276494149642531 97.2452810172108 15.479304259817583 7.5962136110756528 2.1883990364149204
leaf_count=14033 52 13859 775 610 217 18276 2900 100823 20 778 567 167 202 20
internal_value=0 -0.00151305 0.0320166 0.0795925 -0.0378186 -0.00310193 0.00759534 -0.00838139 0.0410895 0.0538506 0.0626268 -0.0599215 -0.0701771 -0.102592
internal_weight=0 6581.34 297.762 177.107 120.656 6283.58 2076.39 4207.19 198.419 176.163 164.522 22.2554 11.6416 17.6677
internal_count=153299 151493 15635 1385 14250 135858 21176 114682 1806 1599 1345 207 254 187
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=15
num_cat=0
split_feature=152 158 107 34 176 140 25 102 67 72 158 16 119 14
split_gain=32.8637 58.1214 55.7671 51.5465 97.6445 50.5182 54.4436 74.4365 45.6108 44.2124 75.1999 54.406 39.8755 15.01
threshold=0.034012279411957037 -0.31651167006131753 -0.060410479335158883 -0.051675048547500206 -0.12435995143203182 1.5366423424134006 0.28235518360963902 0.84407678811845854 -0.10482336261636691 0.52039944644549119 0.44605366440008803 -0.070397399911771866 0.90144637525920424 -0.54934995663667652
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 8 12 -5 9 -7 -8 -2 11 -11 -1 -3 -4
right_child=1 3 13 4 -6 6 7 -9 -10 10 -12 -13 -14 -15
leaf_value=0.02341353930413732 -0.092193271325898205 -0.056740643635972726 0.06357110460753633 0.052935750519475779 -0.019879552332917532 0.066257572227175196 0.13420795539234173 0.88017149275654794 0.039259549473552868 -0.016952266618225572 0.28373796842641746 -0.00014543228191276725 0.071823767235196123 -0.09201193300110376
leaf_weight=1556.8084872370237 28.085339049925096 390.60701416534721 7.0679183760657898 217.16251026143436 1211.9378657686757 18.858337521553043 3.4931060718372455 2.1678475975058973 438.669569168007 1024.57576514635 8.3852940940996614 2646.8033069990488 25.712932702619582 50.549799706670456
leaf_count=16098 342 7814 70 3689 53175 39 26 34 3578 10109 104 57427 353 441
internal_value=0 -0.00948724 0.019892 -0.0178353 -0.00881472 0.00469526 0.147899 0.419873 0.0313498 0.00402473 -0.0145113 0.00857964 -0.0488002 -0.0729267
internal_weight=0 2369.79 524.373 1845.42 1429.1 5261.09 24.5193 5.66095 466.755 5236.57 1032.96 4203.61 416.32 57.6177
internal_count=153299 69462 4431 65031 56864 83837 99 60 3920 83738 10213 73525 8167 511
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=15
num_cat=0
split_feature=166 178 134 10 129 139 70 93 73 129 31 31 21 158
split_gain=30.0001 45.4488 35.9673 45.1773 32.5375 36.8137 31.3279 43.4508 21.6131 18.4309 17.5956 13.6397 11.425 9.41634
threshold=-0.38892944327702927 -0.25707599428895955 -0.040067555837800826 -0.31627974359979399 1.0238080364510311 0.36822536104765885 0.95454456445427327 1.8974411453943714 0.044047075978433235 1.0195642794790036 1.291970606391788 -0.022003853681526523 0.021028651260873815 -0.45939238241053154
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 -4 10 -6 7 -3 -2 -8 12 -7 -1 -12
right_child=1 6 3 -5 5 11 9 -9 -10 -11 13 -13 -14 -15
leaf_value=0.53428682871638167 0.054458630776090949 0.00052017886327880526 -0.069644917839039464 0.0724979731003038 -0.084137186039979189 0.33531080399341073 -0.05283349575097817 0.070149971607886719 0.15557239989456717 0.00044792544846014115 0.81802712382364384 -0.02505244741919779 -0.062660427906677793 0.12231130823966702
leaf_weight=0.32138358254451205 49.736553231719881 11276.75607650145 41.392698373063467 48.628560463199392 5.3400896342354809 5.5091308671981096 173.84706232615281 90.338449613889679 36.766448340145871 103.61818566196598 0.33011644426733255 1.2977402872638775 134.13968646689318 0.47371226188260962
leaf_count=29 894 128699 622 431 564 51 5295 926 345 887 6 115 14396 39
internal_value=0 0.00102662 0.0513873 0.00713921 -0.0443661 0.112412 0.000263182 0.00107355 0.0974351 -0.0329358 -0.058445 0.266607 -0.0612336 0.408028
internal_weight=0 11821.1 176.524 90.0213 147.412 12.147 11644.6 11367.1 86.503 277.465 135.265 6.80687 134.461 0.803829
internal_count=153299 138099 2292 1053 15200 730 135807 129625 1239 6182 14470 166 14425 45
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=15
num_cat=0
split_feature=76 160 148 1 152 95 23 100 128 99 139 14 132 125
split_gain=44.0844 42.7955 61.1795 57.1602 78.8967 50.0091 44.8178 41.0565 8.09091 21.6685 9.72724 6.54011 8.41249 4.29347
threshold=0.54516859201796974 0.050377504600538039 0.024663332518404888 0.086495002111067615 -0.11455952894285244 -0.0088072240137833675 -0.036772896730925035 -0.056956501848058942 0.449462989061231 0.068318333817554464 0.11336750007351147 0.21986105729613353 0.076978781967158919 -0.17675991840249658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 -5 -4 -1 11 10 -10 13 -13 -2
right_child=8 3 6 5 -6 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.0023925171646623556 -0.17420033457113174 -0.021291452135605984 0.029977184720777435 0.012816484178811883 0.036006049626945723 -0.010563369909865755 -0.0069822895928460058 -0.035195982210787818 0.21041728346846988 -0.083975354453761808 -0.082043874491059099 -0.1405839773196306 0.035458321584254049 -0.083226285775337736
leaf_weight=629.02493405383575 5.6339040785096577 308.23604389134562 509.41619640356657 1626.6293949521205 1090.6634077946946 2090.8753293027694 921.77032407452498 969.76314091414679 4.9433534882264238 12.152964729189987 1.4770439292478839 3.7828693374758577 9.6115291277819761 65.49877051000658
leaf_count=7671 27 3277 14096 21169 12873 20091 23743 37737 51 1489 177 106 227 10565
internal_value=0 0.000572861 -0.00884559 0.00615054 0.023381 -0.000333293 0.00617306 -0.0222898 -0.0652297 -0.00546831 0.143135 -0.0783613 -0.0142599 -0.0904317
internal_weight=0 8146.38 3029.97 5116.4 1398.9 3717.5 1431.19 1598.79 103.1 18.5734 6.4204 84.5271 13.3944 71.1327
internal_count=153299 140657 83247 57410 16150 41260 37839 45408 12642 1717 228 10925 333 10592
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=15
num_cat=0
split_feature=13 73 89 119 135 135 76 20 116 69 76 20 73 22
split_gain=42.5676 43.4238 64.5193 60.3231 105.248 63.2245 52.9324 44.8343 5.4606 5.02655 7.49494 3.78764 1.13304 1.97883
threshold=0.24475220026099639 -0.028702046061476711 -0.021008790857122196 -0.084629576151910593 -0.0052608895036424354 -0.033739665877027855 0.15752525413272062 0.14695002986024078 -0.14628118848597635 0.049037982160212858 -0.078113562161034905 -0.087784855573996914 1.0422793770231225 0.034548188359201419
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -5 -1 -4 9 11 -11 -2 -10 -14
right_child=8 3 7 5 -6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=-0.017295982195022829 0.32646213750785524 0.030294964458080526 0.032549707458051684 -0.034894006598467385 -0.04423763893395731 0.0059626195843015687 0.068315636590409221 -0.016675493002694469 -0.079587030903555289 0.93388055902964562 0.050842260839270619 -0.087086021256950585 0.26447096552203414 -0.081544481092885757
leaf_weight=804.32040307461284 0.23125150799751271 248.88448640803108 1186.6121952471149 431.7554497118108 793.5210575251549 3085.5632437767927 79.344017475261353 219.20812798233237 77.584302706571179 0.097937484737485536 5.176611421367852 5.2362552621343621 0.26373758912086387 0.44272946059936658
leaf_count=17941 1 5047 19988 7121 11315 39608 2003 5351 42676 2 349 1853 1 43
internal_value=0 0.000327952 0.0115648 -0.00531418 -0.0264423 0.000947416 -0.00960894 0.0248741 -0.0692656 -0.0024071 0.0672385 -0.0695948 -0.0784391 0.0476297
internal_weight=0 6849.21 2289.48 4559.72 1042.41 3517.32 883.664 1405.82 89.0328 10.7421 5.27455 5.46751 78.2908 0.706467
internal_count=153299 108374 45283 63091 16362 46729 19944 25339 44925 2205 351 1854 42720 44
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=15
num_cat=0
split_feature=64 72 63 57 130 109 1 14 98 28 113 102 103 156
split_gain=36.1219 39.9826 48.8064 55.6497 40.054 25.8801 28.4414 16.1291 13.7274 18.9303 11.9433 10.7841 4.62663 2.56362
threshold=-0.0091970151936241838 0.85155169431377276 0.49186704541670423 12.568686174537545 -0.0134171777936386 0.5001010738427506 -1.0000000180025095e-35 -0.50967288771712582 -0.17842897215756195 -0.092249888657239668 -0.38883086440950526 0.87129159610598517 0.08903344677765955 0.89745658091058633
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 9 -1 -11 12 -10 -13
right_child=1 5 3 -5 -6 7 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.081207274979165453 -0.014217384031735648 -0.045073571497553422 0.066413569379880674 -0.0091479773855628489 0.0061035497314221171 -0.12385734859498916 -0.0001145541702295204 0.011200950702493356 -0.079947131440297595 0.67236680875727717 0.16022981204747108 0.094733756960766455 -0.01440280273567701 -0.047448753924423964
leaf_weight=3.9498477763554547 1276.1160013793269 419.1043069192674 250.64627049956471 159.48698471859097 4043.1588010609994 9.145212250761686 211.82445375563111 266.9876188179478 91.163744777957618 0.52705188334221054 3.3474950446397989 5.0030753412283948 12.212135869347547 1.6986884959624147
leaf_count=1652 36499 2259 5470 1507 44420 86 897 1486 55797 60 64 27 2997 78
internal_value=0 0.000702925 0.0037913 0.0370302 0.00122847 -0.0188047 -0.0299793 0.00672797 -0.0551375 0.0728471 0.229895 -0.0642347 -0.0722042 0.0586949
internal_weight=0 6636.47 5729.41 410.133 5319.27 907.062 630.929 276.133 117.902 7.82439 3.87455 110.078 103.376 6.70176
internal_count=153299 92624 87896 6977 80919 4728 3156 1572 60675 1776 124 58899 58794 105
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=12
num_cat=0
split_feature=129 129 167 127 117 73 131 174 77 18 127
split_gain=29.5839 34.6876 60.3486 56.9996 55.935 45.0769 42.798 35.4541 18.6189 10.041 5.47
threshold=1.0245242269258381 1.0173703377421013 -0.10044455793462002 -0.0093006989376080099 0.87820360853775725 0.28920862758194193 0.54896678891395023 0.63099684682997204 0.68554306454047353 1.8904274837357964 0.0023153429885998298
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -4 -6 9 10 -2
right_child=8 4 6 -5 7 -7 -8 -9 -10 -11 -12
leaf_value=0.023260635489581044 0.070766711174165345 0.034436595896677309 -0.028692148650433041 -0.0094330060635841838 -0.0095281539731308235 0.0046812124812684987 0.072390851263617856 0.030699974756725742 0.070023373591009616 0.26778016444518365 -0.086207624107135117
leaf_weight=860.89409356977558 2.2937023667618623 969.04816147574456 1129.3466737544804 1401.2536735465692 1790.9813472309615 1072.7073911236366 43.499108863179572 249.6164326883154 9.7642640648409706 0.83433160622371261 68.976694083103212
leaf_count=12758 15 18295 68953 17871 24323 5206 477 2628 35 43 2695
internal_value=0 0.000870417 -0.00653496 0.00300905 0.00710148 0.0188036 -0.0249431 -0.00460724 -0.059569 -0.0771181 -0.0811557
internal_weight=0 7517.35 3434.99 2262.15 4082.35 2041.76 1172.85 2040.6 81.869 72.1047 71.2704
internal_count=153299 150511 100059 30629 50452 23501 69430 26951 2788 2753 2710
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=15
num_cat=0
split_feature=57 0 107 98 176 160 11 110 154 95 20 129 157 157
split_gain=31.6185 43.5246 38.8526 52.723 42.4627 36.6795 51.9616 36.0156 27.505 24.8426 24.6599 19.9743 24.3715 23.8888
threshold=4.8439510588554011 3.8114905624406865 -0.036960950036679104 1.0615809662176676 0.56055343744601605 -0.08387243891264605 0.35842866611032698 0.17838901288595996 0.41052110766095934 1.8561038281930158 -0.39489737790950813 1.0186294332956838 -0.19863839271222702 0.14270684871863368
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 4 -4 8 -7 10 -2 -5 -3 13 -13 -1
right_child=2 7 3 9 -6 6 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.022735588272975019 -0.03254828342426052 0.090968306888149081 0.0027910764553233042 0.083200929229329978 -0.025559229750983181 0.0059501202491122002 -0.044493525742676308 0.050999320032141464 0.019840591144210128 -0.0057540435422229058 0.0096832693134065242 0.090431623118925608 -0.0011386364251494204 0.087628094522145136
leaf_weight=490.20138038089499 931.47353130127885 38.864790318591986 6716.8620526189043 115.0002697018208 573.41573857062031 1230.9787096619839 244.81927310000174 332.51320531894453 112.29683140729321 43.183851774898358 940.50162955524866 39.689452508580871 108.57938230689615 20.430291804950684
leaf_count=13446 19794 334 64441 836 11936 17278 3343 3483 1313 534 13874 1392 949 346
internal_value=0 0.0120314 -0.00183059 0.00180049 0.000561187 -0.0125649 -0.00241795 0.0225635 -0.0269119 0.0589165 0.012909 -0.00893792 0.0233734 -0.01832
internal_weight=0 1970.78 9968.03 7448.46 7290.28 2519.57 1475.8 1311.88 1043.77 158.184 979.366 658.901 148.269 510.632
internal_count=153299 33824 119475 77747 76377 41728 20621 17691 21107 1370 14208 16133 2341 13792
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=15
num_cat=0
split_feature=115 24 160 78 127 108 126 130 155 85 104 119 92 148
split_gain=41.7053 44.6992 55.0064 53.924 49.7018 83.7904 56.9783 31.3751 26.9988 23.3102 28.7561 22.6839 14.6307 23.1582
threshold=0.023756575526680142 -0.033449129520748563 -0.07166823323785991 0.0092100111152345829 0.077691079965439405 1.9575731943565977 0.97841340008056799 -0.48248197003084503 -0.4247141091778695 -0.10781247464117959 -0.065451934353384214 0.53630215235696566 -0.10611884777216582 -0.24173996495313771
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 8 -4 5 -2 -6 12 -3 10 -9 -11 13 -1
right_child=1 2 3 -5 6 -7 -8 9 -10 11 -12 -13 -14 -15
leaf_value=-0.54712243184093479 0.023368773999948481 0.062552064606789012 -0.024811330275925827 0.0039242371103418092 -0.027973918963108569 -0.32409833807482458 0.044946743211257502 -0.025731982260358829 -0.045689371352819752 -0.056453884035976711 0.090507060665287159 0.024930590121738965 0.059570346925719789 -0.01950883725292989
leaf_weight=0.98402958450606082 1700.8748581179243 24.548271327745169 773.13249375403393 4204.3300954109873 469.58894108497771 6.9685551507864139 138.83408017107286 82.031393420154927 376.05747637273453 327.32121962912788 28.738809546863195 38.250185654418601 51.853216279589105 5.3810997767577637
leaf_count=25 14390 135 6817 36912 2852 227 1191 2667 6573 72468 358 7288 1275 121
internal_value=0 0.00159375 -0.00340828 -0.000539162 0.0132078 0.021951 -0.0113344 -0.0272919 -0.0390566 -0.0357616 0.00442569 -0.0479385 0.0420065 -0.101076
internal_weight=0 7694.33 5378.07 4977.46 2316.27 1707.84 608.423 534.56 400.606 476.342 110.77 365.571 58.2183 6.36513
internal_count=153299 69097 50437 43729 18660 14617 4043 84202 6708 82781 3025 79756 1421 146
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=15
num_cat=0
split_feature=44 64 136 119 14 106 172 45 73 70 1 121 104 167
split_gain=43.9229 46.0803 71.3452 88.4569 59.9503 45.1632 51.2483 43.4579 50.9651 39.3793 33.7211 57.6979 35.524 14.0974
threshold=-0.12635562194855757 -0.021435274536711662 0.021511684307571822 -0.02737284941580018 0.0082642795232276169 -0.15804124078654455 0.30155216360643161 -0.22733170113209225 0.071855635906116946 0.10624412927768624 -0.33157196911385328 -0.20621833044253346 0.71630823440156843 -0.18361276241514055
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 13 -7 8 -1 -10 12 -12 -9 -2
right_child=1 2 3 -5 -6 6 -8 10 9 -11 11 -13 -14 -15
leaf_value=0.091505286627349233 0.064907749498589906 0.022616230454524655 -0.033140642205144469 0.0021157753414839608 -0.036239226494668965 0.062255812435550451 -0.040231764551530415 0.083281442213569853 -0.38607267237157289 -0.06816220750385471 -0.0065032162583408539 0.059575079113185228 0.0008012732860991959 -0.074049383744568709
leaf_weight=20.740169331198558 65.014573393389583 1579.7676861284999 1023.2011742488394 2337.0121501230751 194.3612583164504 52.49542318622116 691.36592574817769 169.55940145766363 4.1408010330051175 66.002447937848046 425.24636592459865 191.7171716640587 75.45607992913574 8.2244817033351847
leaf_count=812 876 19303 22394 35618 23723 1281 34277 3859 26 329 6219 3429 426 727
internal_value=0 -0.00356483 -5.4547e-05 -0.00861997 0.0161684 -0.0256221 -0.0329991 0.01956 -0.0462096 -0.0869296 0.0264945 0.0140302 0.0578805 0.0493034
internal_weight=0 5951.44 5134.34 3360.21 1774.13 817.1 743.861 952.862 90.8834 70.1432 861.979 616.964 245.015 73.2391
internal_count=153299 138199 101038 58012 43026 37161 35558 15100 1167 355 13933 9648 4285 1603
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=15
num_cat=0
split_feature=90 95 136 163 92 80 77 2 165 130 74 155 0 29
split_gain=35.727 47.7579 43.6412 70.4258 71.2021 52.1672 58.3379 40.4631 39.8403 29.7964 31.5552 25.3237 32.5682 13.7538
threshold=1.4359388062563345 1.303574756178951 0.15418773434510011 -0.33547549815739669 0.19201944167035651 0.18422623196442411 -0.018310006122846809 0.48670891865668958 0.41018267224517019 0.60467828739215357 0.69678120482308659 0.22281106044474538 0.7385427469460476 1.5149170959506639
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 5 4 -4 6 -1 -5 -7 10 -2 12 -3 -11
right_child=1 11 3 7 -6 8 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.026685503769527771 -0.022605297757477043 -0.10956831842736336 0.24322224885646274 0.0032041250547937949 0.046676123472416356 -0.018572993683587929 0.019042852021866993 0.056642986648920715 -0.076986473095452257 -0.0093618926330668924 -0.10651689863296508 0.058873600003417272 -0.0018942101162885052 0.1619136323632393
leaf_weight=414.81528640945908 72.453433999093249 31.613242107443511 20.932451269298326 3615.0871529622818 154.27736364561133 836.19621023449872 851.99160921006114 147.47195978806121 135.71033350683865 12.843838588451037 117.48370325053111 57.526064972393215 252.14373397594318 7.3839088855311266
leaf_count=48770 539 419 340 31133 661 10241 55038 1804 1694 92 554 675 1312 27
internal_value=0 -0.0247189 0.00184652 0.00818452 0.0701576 -0.00930165 0.00406912 0.00529864 -0.0267294 -0.0622203 -0.074508 -0.00162521 -0.0138901 0.0531603
internal_weight=0 551.448 6176.48 3937.77 175.21 2238.71 1266.81 3762.56 971.907 210.165 189.937 341.283 283.757 20.2277
internal_count=153299 3618 149681 33938 1001 115743 103808 32937 11935 1212 1093 2406 1731 119
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=15
num_cat=0
split_feature=90 87 21 130 90 133 19 106 64 131 59 108 116 83
split_gain=31.4301 29.3307 58.081 54.5228 54.4715 50.2229 46.2124 27.4881 26.1847 19.8674 9.60201 7.92469 10.9371 0.371263
threshold=-0.064032359564478877 0.020116776932004508 0.067834646596379139 0.78311061106927837 1.6149160525581021 0.048396214399327959 0.084082608415671181 0.92986778996795805 -0.19318639607475396 0.17762870159642752 -0.027898986900327372 2.0335514358621061 -0.21075663805538966 0.15478349104609243
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 9 -1 -11 13 -13 -10
right_child=1 2 4 -5 -6 6 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.083480977148504942 -0.01435652806409859 -0.033741288661218768 -0.00071989870741331593 0.05930029134715889 0.046518148149137434 0.011502517333422248 0.054940808114522968 0.17874990378575531 -0.083815993122692847 -0.087396537253121076 0.11086419642867856 0.088511916408904129 -0.089910366680570841 -0.10345510646029066
leaf_weight=10.420457944856027 573.8572915035038 794.27393537425087 4538.8669541951385 68.407567558344454 257.98468944826163 855.11970082725747 343.21253532951232 7.4673535400943356 71.70601722158608 2.8116917665174723 18.619213241618127 6.5889901497866958 7.1787562590325233 11.118345036345998
leaf_count=1515 28947 15274 61061 248 2493 20930 14608 678 6678 156 220 26 202 263
internal_value=0 0.00104565 -0.00247543 -0.0263634 0.00182066 0.0122431 0.0239436 -0.011876 -0.0488467 0.0297809 0.0848528 -0.0747742 -0.00452074 -0.0864523
internal_weight=0 7439.19 5659.53 862.682 4796.85 1779.66 1198.33 581.325 128.443 31.8514 21.4309 96.5921 13.7677 82.8244
internal_count=153299 144239 79076 15522 63554 65163 35538 29625 9060 1891 376 7169 228 6941
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=15
num_cat=0
split_feature=92 70 151 59 91 127 8 49 64 59 131 13 38 170
split_gain=30.5702 29.8133 50.2731 45.7122 51.4704 36.1576 34.4066 28.1092 23.2492 45.1386 18.4597 8.08523 6.73419 6.71991
threshold=-0.1182668210934769 -0.1179013479792143 -0.35850188167721248 0.056855533167853627 0.0054635877334600494 -0.30136077637620168 0.3104304120250006 -0.26207578078437888 -0.21788064682219949 1.0720044107136892 0.31066532068632802 0.75085543170593372 -0.014678812668905332 0.042466272515529563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 5 -5 -2 -4 -3 9 10 -1 12 -10 -13
right_child=1 2 6 4 -6 -7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.013086932781845412 -0.0039504412105215289 0.16886796395507761 0.0033930314985206635 0.056207797311051459 -0.022948902292712171 0.056249844869015464 -0.011181235507554713 -0.053608602669735161 -0.016763318296560525 0.57164783339351444 -0.10836469717131042 0.073043344866388846 -0.08030553697240847 -0.10034516287712543
leaf_weight=78.350442585302517 139.01046782778576 5.8338927431032053 8485.5534009859839 106.99186236015521 353.72335794870742 353.44661148986779 2001.9897381922929 214.03195618125028 19.908424426161218 1.3711743718013156 14.89346931572072 7.4344013906083983 102.8071838398464 3.1962057333439589
leaf_count=1211 1114 126 109664 856 4226 5287 22527 5851 978 26 172 107 1128 26
internal_value=0 0.00112744 -0.000381209 0.0180748 -0.00456635 0.0392565 0.000610918 -0.0477054 -0.0358488 0.00206383 -0.00631204 -0.0627495 -0.0699969 0.0209122
internal_weight=0 11660.6 10707.4 953.172 460.715 492.457 10487.5 219.866 227.961 94.6151 93.2439 133.346 122.716 10.6306
internal_count=153299 149651 138168 11483 5082 6401 132191 5977 3648 1409 1383 2239 2106 133
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=15
num_cat=0
split_feature=154 151 172 150 143 122 58 76 100 52 76 106 115 108
split_gain=48.2977 81.8966 50.7023 43.0412 38.7088 70.2609 45.4448 43.6854 38.5584 36.8009 35.0022 20.3874 17.5753 16.2971
threshold=-0.33019165956646418 -0.29550829977865845 0.67010740363176613 0.32506816034137204 0.032696638956475461 0.11673927957318274 0.20145789808643552 -0.046974116632913239 -0.17464226598578916 1.1768513502678002 -0.052098376853430724 0.40954526886325721 0.28123608909151454 1.3711060553233305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 9 -4 5 -1 13 -8 11 -3 -10 -2 -7 -6
right_child=1 2 3 -5 6 12 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.1539845981544298 -0.15665064507517026 -0.040727802978744454 -0.033747140520739669 0.0032063649532316062 -0.0041867194852440604 0.059278388807577978 0.028893077511312648 -0.015718710050163617 -0.0044368419904584205 0.098833536473954209 -0.075947198076531053 0.080442753368451789 -0.12441021790037299 0.08610406840412349
leaf_weight=35.641224950522883 42.907784478564281 410.06676514965511 333.1123662541213 5858.4404604470546 23.515891026705503 38.491833266802132 691.11730811273446 321.66194968484342 143.82857188664639 19.806777454854455 130.59934297875589 3.961662200279533 6.0240045581012955 133.34294713125564
leaf_count=199 386 35662 4523 87805 427 241 8722 2816 1189 150 10170 38 45 926
internal_value=0 -0.00347997 -0.00108751 0.00121823 0.0178744 -0.049352 0.0224816 0.0147242 -0.0527849 -0.0342974 -0.0384684 -0.13661 0.0344211 0.0725679
internal_weight=0 6942.72 6621.43 6191.55 1249.8 80.1571 1169.64 1012.78 321.297 429.874 274.428 46.8694 44.5158 156.859
internal_count=153299 139923 128140 92328 13376 485 12891 11538 11783 35812 11359 424 286 1353
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=15
num_cat=0
split_feature=13 172 115 4 165 155 118 115 179 13 154 132 79 114
split_gain=37.4913 39.8098 38.7395 61.9332 50.1042 19.2937 17.8837 9.62903 5.64324 4.25438 2.16741 1.20006 1.33185 0.777571
threshold=0.24475220026099639 10.660490899211412 0.046707861485666295 0.011457607906696513 0.20223807269463664 -0.25674047246547688 1.091361146532589 -0.20513725994839987 -0.12253650589861567 0.40968885744502931 -0.22729563484917875 0.024455150076277573 1.0988855352953615 3.8291564511545833
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 10 -7 8 -2 -10 -3 12 -9 -13
right_child=7 5 4 -5 -6 6 -8 11 9 -11 -12 13 -14 -15
leaf_value=-0.00074175790141817698 -0.08041473153491796 -0.077478578626434758 0.0043171528780519492 0.031827372438452926 -0.035083794642552978 0.093480937497725236 -0.023683700389105097 -0.080142318339749663 0.22355265482980388 0.027518450800953106 0.032180536984059149 -0.00087523773610715587 0.21516660747867347 -0.081253230828367037
leaf_weight=4718.1705661089509 2.368711197108496 10.103775075054726 626.14973903397913 666.31840067834128 666.06811746694439 82.463322293828242 15.471866263425907 0.32023770982050237 1.9107026490964916 2.6321143468958326 2.1937393755652002 1.2241018856875587 0.29195752739906311 71.702948008954991
leaf_count=65202 923 1028 7204 6832 26317 1451 302 178 79 174 38 262 1 43308
internal_value=0 0.000541113 -0.000442971 0.0032886 -0.0159919 0.0601463 0.0749712 -0.0681276 0.0447217 0.10997 -0.0579166 -0.0787336 0.0606913 -0.0799041
internal_weight=0 6786.94 6676.71 5384.49 1292.22 110.233 97.9352 80.4508 6.91153 4.54282 12.2975 73.5392 0.612195 72.927
internal_count=153299 108374 105555 72034 33521 2819 1753 44925 1176 253 1066 43749 179 43570
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=14
num_cat=0
split_feature=115 145 118 8 118 105 33 14 65 151 119 179 97
split_gain=33.889 35.1746 65.2997 43.8728 41.3757 42.7523 30.7684 23.6944 10.1519 9.72098 1.26155 6.98241 0.53605
threshold=-0.19631000767281157 -0.34777410760456512 0.074756266050303957 -0.19129142887435555 0.31372063093787622 2.909150444414196 48.593113460329128 -0.13553554356903671 0.79059784999486571 -0.27753553850440044 -0.28257055366584477 -0.062800077400643861 1.1968966453611973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -6 -4 10 -10 11 -1 -12
right_child=1 4 7 -5 6 -7 -8 -9 9 -11 12 -13 -14
leaf_value=-0.083082247510708918 0.036633187265377412 0.0060378870611441475 -0.046833739158439636 0.14457192009522268 -0.0052332683444561035 -0.01493933758709292 0.019037388120394409 0.07122591164747398 0.087342777748926279 -0.094741898555846984 -0.088677916118008376 0.3394858494362224 -0.16126660381962318
leaf_weight=2.9709897899592765 104.50706801463093 1552.2773514093715 88.710646702718805 58.868430547663593 841.73964597254235 2596.9166412447812 1376.4636827073409 21.029723452651524 7.2697130292654037 4.9138194792903942 54.306988786942384 0.45029830932617088 1.0367641635239113
leaf_count=308 5054 13975 2861 1361 7786 95849 13710 1189 39 25 11136 1 5
internal_value=0 0.000309892 0.0354515 0.0755263 -0.00119743 -0.00709143 0.00982742 -0.0242098 -0.069171 0.013905 -0.0863948 -0.0274653 -0.0900377
internal_weight=0 6640.51 273.116 163.375 6367.4 4149.19 2218.2 109.74 70.9486 12.1835 58.765 3.42129 55.3438
internal_count=153299 141785 10465 6415 131320 109824 21496 4050 11514 64 11450 309 11141
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=15
num_cat=0
split_feature=149 14 166 21 23 139 62 43 90 169 67 61 92 23
split_gain=29.4652 46.5852 54.0195 58.2638 50.8891 48.3982 39.5577 37.8704 36.1666 38.2015 68.1138 48.7615 8.26973 9.66199
threshold=-0.27420545994062434 -0.19925491362978656 -0.046904210849641463 0.48359527240937433 -0.050344449379594806 -0.40476134659911972 1.1680155344942567 26.534719561357974 -0.064032359564478877 -0.019239573178530277 0.033837023245646643 -0.10016372920964552 -0.10104854949222279 -0.14370609240833879
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -6 -4 12 10 -10 -11 13 -2
right_child=8 4 7 -5 6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.046298215040856155 -0.083849875414108502 0.31605305460123329 -0.024411281940152726 0.36093659180039533 -0.026859613712026414 0.044124689169624226 0.06236057520879007 0.19836709974890221 0.0032182194317564926 0.062139989945612012 0.081735672650621038 -0.011890811853707217 -0.087798485503102833 0.018884317418843694
leaf_weight=470.69872446625959 16.589276449783938 7.2056646564160465 169.57144978560973 5.9599083564244202 463.22117213874299 71.403749198507285 55.665922075510025 7.9900563252158454 3065.2397693422536 91.752834126556991 114.61613397087785 2935.2475223783986 57.300230016408022 20.426727887213929
leaf_count=4044 1935 513 1557 138 11738 3594 517 265 54225 6040 2275 60491 4938 1029
internal_value=0 0.0142577 0.0326941 0.0502323 -0.00592898 0.0690508 -0.0172881 -0.0143865 -0.00253988 -0.00160598 0.00604834 -0.00964683 -0.0639989 -0.0271575
internal_weight=0 1251.72 654.22 476.659 597.497 78.6094 518.887 177.562 6301.17 6206.86 3179.86 3027 94.3162 37.016
internal_count=153299 22366 6004 4182 16362 4107 12255 1822 130933 123031 56500 66531 7902 2964
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=15
num_cat=0
split_feature=28 136 139 1 122 108 108 179 109 114 152 71 34 23
split_gain=28.557 34.3471 49.1813 66.3328 42.4103 96.7488 50.0291 37.089 25.574 41.0772 20.2492 19.9133 17.5777 14.3651
threshold=-0.21903298869037954 -0.006210207882429865 -0.030653414803535069 0.0031470109792750413 0.23955979135148861 1.9575731943565977 1.4306511805818978 0.026804742204366384 -0.27024893021902824 8.1380044342617932 0.13175386648486995 -0.080276420257457473 0.16747617397525758 -0.23014448518104921
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 6 -6 -2 -3 11 13 -11 12 -1 -10
right_child=1 2 3 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.040492653392612259 0.01089772390025396 0.052439128627366417 0.003329310267072773 -0.027536875318884636 -0.036606066464254426 0.5566901830940334 -0.012823422795959627 0.0099655129832479823 0.15371014383295867 0.062477182175244519 -0.030080715710661728 0.10215589861621382 -0.082408503970976543 0.0091358642034874912
leaf_weight=17.338611791026779 1453.8705990774324 219.85890380782075 3063.3028301603626 901.03828978864476 537.77944884361932 2.762662870809435 2288.7854081511032 3168.3429823452607 43.971393535321113 52.402931311633438 43.057649284834042 11.71151975286193 35.390493261395022 8.1459106651600433
leaf_count=247 19451 4708 41302 7419 8077 36 41945 27941 790 401 326 73 311 272
internal_value=0 -0.000271916 0.00387489 -0.00368613 -0.00739032 -0.0335738 -0.00360872 0.0127216 0.0367612 0.0597112 0.0207288 -0.0157973 -0.0419956 0.131113
internal_weight=0 11635.7 7352.54 3964.34 4283.2 540.542 3742.66 3388.2 212.019 147.578 95.4606 64.4406 52.7291 52.1173
internal_count=153299 150879 81370 48721 69509 8113 61396 32649 2420 1789 727 631 558 1062
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=15
num_cat=0
split_feature=154 158 151 1 79 148 134 142 157 59 127 122 50 38
split_gain=46.7524 50.2771 42.0805 61.7115 53.2043 49.347 81.2031 48.6572 39.6035 30.3907 27.9747 30.8942 23.3483 15.1278
threshold=0.13032415466091077 0.414529059437661 0.081764789849351593 -0.022313948753348949 -0.077937002212918896 0.066356838985981784 0.12346449593977168 0.050385540339480041 -0.35407516735582922 -0.21975872029046717 -0.53679332452948492 0.30642363531737443 -0.18120670257164426 0.20297011118228669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 5 8 -5 7 -7 -1 -4 12 13 -12 -2 -3
right_child=1 10 3 4 -6 6 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.034222839482662769 0.031177407473277748 0.089165325277660856 -0.08408036095704402 0.02528408949933621 -0.0061751094603374919 0.021152093721476958 -0.023721438866914548 -0.0045735340298927582 0.049829905355597982 -0.075464733761796049 -0.047226691489822156 0.023898610420904895 0.45195455371819526 -0.18497676377735106
leaf_weight=759.08814685069956 13.406446458509889 38.509555112977978 23.17981014054385 816.90919757669326 1572.2609030128224 1386.0915942114152 568.73194161198626 2043.6799695662921 467.78375312848948 206.1230504211926 133.6480108435062 112.45682011032477 1.4625785767202604 2.1239312021061769
leaf_count=27117 2079 372 1366 6701 12929 22146 8688 19913 5313 37600 8346 573 140 16
internal_value=0 -0.0296602 0.00167709 0.011217 0.00458147 -0.00409816 0.00809669 -0.0126036 0.0435076 -0.0655047 -0.00203444 -0.0147262 0.0725668 0.0748358
internal_weight=0 507.73 7637.73 2880.13 2389.17 4757.59 1954.82 2802.77 490.964 220.992 286.738 246.105 14.869 40.6335
internal_count=153299 49126 104173 26309 19630 77864 30834 47030 6679 39819 9307 8919 2219 388
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=15
num_cat=0
split_feature=73 76 100 151 158 166 158 1 22 92 154 149 72 31
split_gain=37.8527 73.6311 63.2726 48.8469 66.059 42.0857 38.0466 43.6006 38.0196 39.786 34.5897 19.7156 18.0362 16.4155
threshold=0.15130596467497423 0.075789701057936226 0.28969381266091698 -0.20311562845690903 -0.36895782295265955 -0.32113762206500657 0.28575190990917104 -0.18210630095790772 0.035869070195587431 1.6083619758441832 -0.20335378994107009 0.15429811407639363 0.58211945055298708 0.33355812468381324
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 5 -5 -1 10 -8 11 -10 -4 -3 -2 -14
right_child=1 8 6 4 -6 -7 7 -9 9 -11 -12 -13 13 -15
leaf_value=0.05715390230377191 -0.049977285281215644 0.12009884557332268 -0.063849346722389053 -0.059013658697876351 -0.00050880863075359803 0.0085322967075452168 1.1456194108670905 0.17070498064756987 -0.0066820082617748966 0.057543583854156692 0.049010853707237442 -0.00024657501275124116 -0.034189266301212627 0.047375679199628908
leaf_weight=248.16831049276516 466.96544702538813 38.724175652110716 29.289001451106742 207.19879724690691 2815.5264298449911 629.82755815504061 0.64896363951265845 1.5649380654795084 1800.2687455753039 101.91275382379536 372.88492536603007 20.992553403310012 67.439400561968796 38.911176780151436
leaf_count=9781 13763 546 252 2039 82351 10207 9 102 24645 2372 4539 273 1412 1008
internal_value=0 -0.00998707 0.0054153 0.00151191 -0.00451914 0.0222753 0.0430674 0.456483 -0.000774471 -0.00324101 0.0407916 0.0777932 -0.0415128 -0.00434657
internal_weight=0 2535.21 4305.11 3900.72 3022.73 877.996 404.388 2.2139 1961.9 1902.18 402.174 59.7167 573.316 106.351
internal_count=153299 44019 109280 104378 84390 19988 4902 111 27836 27017 4791 819 16183 2420
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=15
num_cat=0
split_feature=28 108 35 163 112 119 118 34 21 151 125 112 75 128
split_gain=32.3181 31.4381 39.6599 88.505 79.6125 35.9055 35.6149 34.9163 2.35562 3.22643 0.838094 4.81525 0.0810596 0.00591355
threshold=-0.05110053461908793 1.8402719501429157 -0.052162183489560206 -0.34489151550388308 0.53853366487685594 -0.10875389124893961 0.62570947084352924 -0.074018980910200274 0.17333931486943599 -0.1973964729060009 -0.44155171236802698 -1.0000000180025095e-35 0.0161080256053063 0.4625923604078796
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 10 -10 11 -1 -12 -11
right_child=1 5 4 -5 -6 6 -8 -9 9 13 12 -13 -14 -15
leaf_value=-0.081097478424619715 0.056059170226063194 0.10951664362485598 0.0026005141279846749 -0.022580917893700259 0.043175463337261563 -0.033615456421170913 0.02232026753937702 0.00086594203144749562 0.071959051712699673 -0.084275685580070134 -0.080917090608146156 0.23817621210916357 -0.098403663148630596 -0.097659800288150272
leaf_weight=3.0888349985907557 164.48943767533638 38.962774408282712 3817.7550900131246 1101.2523939842795 553.71280274642049 695.21426053115283 136.11566088203108 122.7929759391991 2.5505650049890392 2.2170050939603239 49.58582741599821 0.55766630172729392 2.8006358302009167 0.38787297718226899
leaf_count=1806 5416 351 86961 15798 4276 4465 666 1486 35 273 31514 1 249 2
internal_value=0 0.000336392 0.00322656 -0.0123612 0.00773995 -0.0160695 -0.024457 0.0270371 -0.0726737 -0.00798825 -0.0786253 -0.0322704 -0.0818519 -0.0862686
internal_weight=0 6630.3 5637.21 1265.74 4371.47 993.086 831.33 161.756 61.1884 5.15544 56.033 3.6465 52.3865 2.60488
internal_count=153299 119419 112451 21214 91237 6968 5131 1837 33880 310 33570 1807 31763 275
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=15
num_cat=0
split_feature=152 156 31 169 16 157 79 32 130 167 108 179 31 34
split_gain=28.5205 46.2856 43.6289 60.0332 37.7562 56.3161 66.0668 46.2137 41.0452 38.1582 34.4395 31.2764 31.2018 22.8175
threshold=0.040017845585781503 1.3529986346466194 -0.056266064215918746 0.116852487364111 0.32564824391307062 0.34038335950736914 -0.041165014927591899 3.5551441139824056 0.63069874778194257 -0.36219745787646385 1.9874273794944688 1.0027724477821058 0.010023655609732989 -0.098360090635001604
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 -4 5 7 -7 -1 9 -6 12 -12 -3 -2
right_child=1 10 3 -5 8 6 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.0055731648565616326 0.02250120731146283 -0.037507655666868991 0.040652323501070287 -0.026319594608006314 -0.088315267219216342 -0.064295252724642524 0.21338754606351143 0.11470262701549148 -0.10023124570565962 -0.0027310628844855415 0.029602935845408403 0.25963062498659717 -0.0071110111952345199 -0.05286997060908416
leaf_weight=4488.9984207434172 55.739836077904329 725.15608391039132 470.05107852618676 187.13164522184525 57.150883575493935 12.498115307404076 27.24819645244861 39.143321017036214 55.078757373499684 588.95051021510153 43.788390856818296 6.8333570063114157 632.02550654984952 143.75606270664139
leaf_count=59252 739 35121 3927 2819 3184 2938 1352 323 597 17389 894 9 22951 1804
internal_value=0 -0.00917895 0.00914844 0.0215822 0.00424027 0.0075568 0.126071 0.00651653 -0.0173655 -0.0103014 -0.0203316 0.060654 -0.0233523 -0.031811
internal_weight=0 2264.48 856.679 657.183 5269.07 4567.89 39.7463 4528.14 701.18 646.101 1407.8 50.6217 1357.18 199.496
internal_count=153299 68264 9289 6746 85035 63865 4290 59575 21170 20573 58975 903 58072 2543
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=15
num_cat=0
split_feature=119 48 156 72 87 127 77 169 112 177 49 111 103 88
split_gain=27.8328 28.0326 40.8077 45.9633 27.1888 35.2004 25.7684 17.6475 18.8004 13.7157 10.8532 6.65757 4.20444 1.53097
threshold=1.7544349884497434 5.3930795401332929 1.1196981455011459 0.21681759501489875 0.0057519499804089443 0.0045849001759040052 -0.054648018426909091 -0.021767574364120367 0.47630249063040347 0.2893494445425957 -0.26207578078437888 1.1542616866890782 0.14763478614735673 0.00066138993082393146
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 5 -3 -6 10 9 -9 -2 -1 -12 -10
right_child=7 4 3 -5 6 -7 -8 8 13 -11 12 -13 -14 -15
leaf_value=-0.055578223644364703 -0.42810526136104904 -0.0057397103194062535 0.00074755065817576978 0.040754769786070254 0.0053313873682886859 0.092319446223708232 -0.0051413821133782199 0.044139868828087424 -0.19110886713914946 -0.047782014438174085 -0.092686524791019062 0.31509140686819037 -0.20954814644114719 -0.10540216583432638
leaf_weight=80.907898393692449 1.1589634995034455 75.360433509864379 599.56400786768063 551.14072391908849 3610.864910199045 71.18891442817403 6725.3310037256015 31.03620550618507 2.3723917505703893 34.030809493386187 17.11585297135753 0.48747321404516597 3.7539023484569034 17.155968612642027
leaf_count=3681 13 674 12416 7732 35934 931 90124 495 8 515 266 10 71 429
internal_value=0 0.000800668 0.0150691 0.0199094 -0.000876393 0.0418942 -0.00148281 -0.0505231 -0.0297627 -0.00393635 -0.130248 -0.0533583 -0.113707 -0.115814
internal_weight=0 11714.8 1232.1 1150.7 10482.7 146.549 10336.2 106.624 84.5954 65.067 22.0287 81.3954 20.8698 19.5284
internal_count=153299 151502 23839 20148 127663 1605 126058 1797 1447 1010 350 3691 337 437
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=12
num_cat=0
split_feature=26 160 62 31 158 26 167 164 113 113 145
split_gain=36.6322 37.6219 50.8138 53.4731 39.0387 54.8818 47.9383 36.9232 2.57729 3.59835 0.980609
threshold=3.1643204104504652 0.050377504600538039 -0.057292722464881464 0.017239143208642251 0.42721356855270187 -0.044942019587818037 -0.00990615410952622 0.13270813030540698 -0.39884554966256797 -0.37905344041601607 0.46980414666558795
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -3 -4 -2 -10 -11
right_child=8 4 7 -5 5 -7 -8 -9 9 10 -12
leaf_value=-0.048269685566718443 -0.0037192423117900632 -0.041203098254446541 -0.012891401306430909 0.021143576012185677 0.012552801432955611 -0.026554506513402711 0.013604013008652169 -0.058654481568636098 -0.26078783005889172 -0.14524297455436427 -0.090582149030522599
leaf_weight=129.50555625233392 2.8635017280466846 167.30760254169581 1902.100567435431 775.89304527311469 670.65554811185575 771.84216335919336 3460.2038871664554 194.31835670478176 1.3772478960454453 3.6505432648118576 32.512788860418368
leaf_count=16490 32 3250 60541 10587 8302 8979 41166 2780 6 101 1065
internal_value=0 0.00028957 -0.00858294 0.0112149 0.00554275 -0.00837248 0.0110762 -0.0171332 -0.0951665 -0.102142 -0.0960999
internal_weight=0 8071.83 3001.82 905.399 5070.01 1442.5 3627.51 2096.42 40.4041 37.5406 36.1633
internal_count=153299 152095 90398 27077 61697 17281 44416 63321 1204 1172 1166
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=15
num_cat=0
split_feature=151 155 32 145 107 56 23 14 25 129 1 130 38 44
split_gain=38.4964 43.2469 61.4715 58.2159 56.7903 49.4333 49.0224 36.1317 19.193 17.6074 16.6574 14.4115 18.5205 8.38585
threshold=0.33417041545327514 -0.011533194907790466 -0.00077413915123994458 -0.21887633028899037 -0.064642934967517648 0.020104267449491526 0.025320096892813029 -0.25143901472997721 0.032234401828023347 1.0188820977548845 -0.029773066270952917 -0.040654406816970731 0.0080670751719048254 -0.092684980989934759
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -5 -1 -3 -4 9 10 -2 13 -13 -10
right_child=8 2 7 4 -6 -7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=-0.019535246298917178 0.10046588799974157 0.016967976860665045 0.066682897226929883 -0.04890576528387041 -0.0080190746792641945 0.025659058731343078 -0.0091350102385656384 0.018557994533256378 -0.016924302242727226 -0.12241942035268694 -0.052662566087974587 -0.0061692841145528001 -0.071204568581713687 -0.077078377966869727
leaf_weight=363.21264762838837 26.858521801652387 1315.836469094007 247.03180276008788 463.08385936717968 1275.120327166107 725.33365315868286 1587.4640538914537 423.40030255541205 29.88387742600753 6.1906031050602897 9.6584952005941869 175.83589356113225 58.308124592906097 103.22744939340919
leaf_count=4943 243 29637 2550 8055 46180 9946 18110 6356 1282 110 1994 8029 3020 12844
internal_value=0 0.00168722 0.00899783 -0.00755526 -0.0189119 0.0105792 0.00269541 0.0362904 -0.0299224 0.0335274 0.0599645 -0.0373009 -0.0223648 -0.0635736
internal_weight=0 6400.48 3573.73 2826.75 1738.2 1088.55 2903.3 670.432 409.963 42.7076 36.517 367.255 234.144 133.111
internal_count=153299 125777 56653 69124 54235 14889 47747 8906 27522 2347 2237 25175 11049 14126
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=15
num_cat=0
split_feature=67 51 149 145 19 61 28 148 18 130 6 65 149 132
split_gain=34.3361 32.4972 30.6769 30.7998 26.7042 11.9714 12.0055 11.6811 9.18466 11.6261 9.08705 4.36274 0.19669 0.0384734
threshold=-0.13923332362262139 5.5833244909226201 0.86548737815991494 -0.34777410760456512 0.41166672368706897 -0.29697388413629572 0.31703619557401203 -1.3551388133792306 1.1891602967462918 0.12317834260903913 0.16167867758209806 1.8738476333029275 0.19678419885101522 0.25599161462358794
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 -3 -4 6 13 -7 10 -10 -2 -9 -8 -1
right_child=1 2 4 -5 -6 7 12 11 9 -11 -12 -13 -14 -15
leaf_value=-0.083298786998040553 -0.015582519276352173 0.032262989924985018 0.057627791904585883 -0.0030176760209608879 -0.082361332912733676 0.23610100968864289 0.095666649179139127 -0.096584708360332006 0.050751122599924342 -0.18207245538085826 0.073472829620308988 0.012532628726536543 0.064993556557448748 -0.099698120667517584
leaf_weight=4.9392156230824211 13.125230928213567 257.94733265230025 137.63920515782956 6076.1896185366058 15.124022626754593 1.1183803677558888 6.2268790453672391 59.8454315318304 5.2844833908602578 3.6098807454109192 90.193093953741482 3.9031106745824209 3.1472118124365807 2.0138440593145788
leaf_count=359 61 12423 1504 131335 202 2 28 5604 57 22 1655 17 25 5
internal_value=0 0.000409985 -0.000512974 -0.00158093 0.0437684 -0.0650188 0.0115174 -0.0842831 0.0537653 -0.043743 0.0621595 -0.0899038 0.0853686 -0.0880486
internal_weight=0 6599.11 6486.9 6334.14 152.763 81.1941 16.3272 64.8669 112.213 8.89436 103.318 63.7485 9.37409 6.95306
internal_count=153299 147259 145464 143758 1706 6040 417 5623 1795 79 1716 5621 53 364
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=15
num_cat=0
split_feature=15 63 106 139 77 136 83 169 168 148 26 142 154 170
split_gain=27.6876 44.7399 39.3244 58.7171 35.996 35.4706 33.4399 34.8279 32.809 31.496 57.7651 35.4329 24.6509 21.9498
threshold=1.2726055530999474 0.029840325826119802 -0.31333386519306711 0.78849408916677033 1.5880672923385331 0.5504319379400433 -0.073862305715010693 -0.014222111391518282 5.8941651726898803 -0.33608983844432033 0.38234605861401932 0.21872437752922519 0.42791006944129262 -0.012426043553636438
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 8 12 -6 -1 -8 -2 10 -4 -11 -3 -5
right_child=2 4 9 13 5 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.023766270573630854 0.055266200869704185 -6.2618759512822077e-05 0.03077602316112657 -0.11712459874448954 0.1003997954122387 -0.012228479568336276 0.067609270814369876 0.011663705810075392 -0.0047178519933734654 -0.0054709443546830938 -0.033997402641443734 -0.030722728171493324 -0.054034956978942665 -0.0094433750908326178
leaf_weight=82.944110806012759 303.86053941363934 1181.5721338170697 517.0605876967893 34.320712176617235 68.366635071579367 47.313971944735385 277.5380235829216 185.7473166497366 130.27960006019566 3706.1780723311094 187.64572416717419 653.68508255660709 91.151683799864259 42.213047783821821
leaf_count=5472 1127 16836 10493 180 199 889 6776 5423 1274 80413 1936 18313 3665 303
internal_value=0 0.0104647 -0.00341968 0.0230287 0.000926281 0.0543342 0.0347095 0.0451787 0.0372658 -0.00608654 0.0135285 -0.00925701 -0.00392808 -0.0577318
internal_weight=0 1934.63 5575.24 510.674 1388.4 115.681 546.229 463.285 434.14 5064.57 704.706 4359.86 1272.72 76.5338
internal_count=153299 39260 114039 2884 21589 1088 17671 12199 2401 111155 12429 98726 20501 483
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=15
num_cat=0
split_feature=16 139 148 92 145 175 149 74 133 98 14 128 26 173
split_gain=30.9825 30.9549 36.5306 33.6514 29.7828 25.933 21.8599 17.5679 15.9761 15.3637 19.5505 11.4977 4.39454 3.75679
threshold=-0.59460613015853614 0.59307953808651792 -0.53133101088416235 0.28538730351025271 0.39732080458874997 0.99482865662809283 1.0173370958442458 -0.16943832039869391 0.042005595720815393 0.34215596525906611 0.021145857349429035 -0.29497020418393088 0.38234605861401932 0.24049324944629685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 11 10 -10 -1 -11 -13
right_child=1 5 3 -5 -6 7 -8 -9 9 12 -12 13 -14 -15
leaf_value=0.5993293622998016 0.035786812548672935 -0.01781652588593071 -0.0029055090913507609 0.012843970814717082 -0.02819163597631523 -0.23837135345909122 0.23294065097722105 -0.06695193411871514 0.10427286407257133 0.051284603044662029 -0.031768335800364637 0.080770435084301706 -0.088504491178525588 0.21194516112764605
leaf_weight=0.62502538959961285 465.0270196851634 182.44542274510604 9303.7356963837228 1588.2562974196335 86.257155390805565 6.4913937333039931 3.5440174664254291 75.684117105149198 40.739592184545472 2.965181589126586 14.261797289014792 3.8251222238177416 9.3094712602905911 5.0867521017789841
leaf_count=8 4921 5201 121525 15726 1058 31 68 2951 517 27 315 162 769 20
internal_value=0 -0.000124837 0.000662182 -0.00060894 0.0257764 -0.0337089 -0.0130384 -0.0804931 0.063593 0.0464222 0.0689975 0.184721 -0.0547357 0.155643
internal_weight=0 11711.4 11443.3 10892 551.284 268.165 185.989 82.1755 76.8129 67.276 55.0014 9.5369 12.2747 8.91187
internal_count=153299 151481 143230 137251 5979 8251 5269 2982 1818 1628 832 190 796 182
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=15
num_cat=0
split_feature=154 139 121 135 109 152 108 11 76 94 118 120 14 19
split_gain=40.8675 105.78 83.865 61.3826 43.0032 41.8615 40.8043 40.0216 37.3579 34.8299 47.7951 45.6505 34.5449 32.4792
threshold=-0.048505807136880678 -0.3018207404936421 0.37687159228329142 0.0086250948044868225 -0.17224057190930545 0.085677589267817586 1.2864945327613857 -0.19786039200768044 -0.16529471188408945 0.0071387616214481668 0.037376563977344991 3.6608902444404898 0.5643873184215854 0.67109082029896217
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 13 -4 7 -5 12 -9 11 -11 -7 -1 -2
right_child=1 2 4 6 -6 9 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.086047928089450887 0.04368604958304137 -0.043350382149704381 0.044648509262521043 -0.22100114496000139 -0.026466986287452185 -0.00060642979477289888 -0.023020019609430981 -0.017536249710818432 0.0045854830631624575 0.042287089179193195 0.0043072224945750011 -0.36339438821686743 -1.0899270482651493 -0.13260305807804285
leaf_weight=46.931761104839097 442.94835384481121 978.02489789531319 196.68371809984092 11.681359902606344 149.78490703149873 701.88977043494378 95.663989866559859 1011.8498854659265 3108.8162480760002 730.71796899463516 606.24004837880784 3.4857124420814207 0.34530615527182718 10.703466419130562
leaf_count=10129 2809 80658 859 83 3398 5375 673 7781 30146 6563 4326 52 7 440
internal_value=0 -0.0129584 -0.0283735 0.0234361 0.0139039 0.00385095 -0.0445644 -0.00189623 -0.000846617 0.0155796 0.0250652 -0.0023992 -0.0933801 0.0395267
internal_weight=0 1885.49 1324.49 560.997 346.469 6210.28 107.345 4167.94 4120.67 2042.33 1336.96 705.375 47.2771 453.652
internal_count=153299 88920 84915 4005 4257 64379 756 48063 37927 16316 10889 5427 10136 3249
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=15
num_cat=0
split_feature=139 136 106 26 13 170 106 142 73 149 173 156 58 158
split_gain=36.6551 53.7033 64.2234 49.1739 48.002 47.3544 40.4063 40.3945 37.5298 36.0016 35.2855 29.7774 27.6853 20.2302
threshold=0.095183147582359587 0.018672251693675274 0.016123011127250873 -0.0065773119687186511 -0.0082516849565828446 0.59223518275020837 -0.23378130616967349 -0.041592098379536251 0.088062157022050822 0.004236317177372567 -0.093213635424047855 2.1426069122166336 0.36866360637999135 -0.18961141996006334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 8 -5 6 10 -3 -1 -8 -2 -4 13 -7
right_child=5 2 11 4 -6 12 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0009003084196222721 0.00063271221613994037 0.016414455541594382 0.023316444830477168 0.055629940331741672 -0.042306419072032281 0.082414264493256964 -0.0033039136450030205 -0.072639359517056287 -0.057950651761680419 0.016157428885759342 -0.04503932780335048 -0.030705768691550808 0.0042079258440850522 0.010809210880294413
leaf_weight=680.58393979682296 362.65298954444006 59.723767959367251 206.6389546294231 250.21815942414105 62.558571357629262 151.15601353568491 2033.7460497287684 346.13174224735121 138.82940364316164 1784.7063122674008 317.0437978382688 201.55712085533014 126.49760976049583 53.39322981715668
leaf_count=41691 3196 1531 3750 3048 8213 1854 23602 9370 7735 22162 5460 19470 1557 660
internal_value=0 -0.0117757 -0.0313657 0.00230968 0.0360417 0.00447979 0.0017934 -0.0595346 -0.0105661 0.00579212 -0.020671 -0.00335839 0.0409816 0.0637233
internal_weight=0 1946.24 814.052 1132.19 312.777 4829.2 4498.15 405.856 819.413 3818.45 679.697 408.196 331.047 204.549
internal_count=153299 94808 34121 60687 11261 58491 54420 10901 49426 45764 8656 23220 4071 2514
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=15
num_cat=0
split_feature=129 97 73 73 58 68 170 116 107 1 13 104 116 105
split_gain=31.797 60.7311 58.9801 49.159 71.5595 58.7389 81.3634 52.2733 42.2139 48.4314 38.7245 35.6595 34.1896 33.9301
threshold=1.0196689574145028 0.26337390167027502 1.0422793770231225 0.25950633688394786 -0.037229074598977806 -0.062843505164162691 -0.059150238180396809 -0.093664314297481885 -0.031205842233016045 -0.014904036221825658 -0.28883539849388984 0.076146970159282026 0.034959377450065179 1.6382662285386982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 12 4 13 11 -7 -6 9 -2 -4 -5 -3 -1
right_child=1 2 10 5 7 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.047086461696047355 0.014318139817977742 -0.083851929428082339 0.073322657463175428 0.067139962193218439 0.055653614709859217 0.066766283969015613 0.0094283097658778309 -0.008783062424454589 -0.020078994818172671 0.10637035403538503 -0.017271874744156614 -0.032855753377774792 -0.031749828846150435 -0.06531789089461329
leaf_weight=29.673129813862033 322.1968647002941 169.96031622495502 75.364324439316988 39.026465883071069 144.23293442877912 270.07663778334972 2958.2532638215052 990.29771310921933 282.28875085436448 69.48110343371809 126.17694910243154 413.73556148675561 486.33673352235928 282.72449919443898
leaf_count=712 4392 765 272 448 10240 1929 22713 62667 5814 2372 339 2499 1819 36318
internal_value=0 -0.0130631 -0.0307121 0.00335596 -0.0122608 0.00949446 0.0142251 -0.000591225 0.00940093 0.0306476 0.016605 -0.0242365 -0.0452426 -0.0546411
internal_weight=0 1531.81 857.838 5128.02 1446.93 3681.09 3228.33 1134.53 673.967 391.678 201.541 452.762 656.297 312.398
internal_count=153299 15773 3195 137526 109937 27589 24642 72907 12578 6764 611 2947 2584 37030
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=15
num_cat=0
split_feature=152 90 165 74 73 11 124 44 41 55 151 64 158 9
split_gain=26.9948 36.4334 36.2661 29.9392 47.193 45.2018 28.4002 42.1662 34.1192 10.5348 12.5732 6.99877 9.90226 2.95121
threshold=-0.31953280180697946 -0.068353505837447967 0.09441952740484981 0.93105430404069478 0.67404384975383225 -0.17705267873884487 0.21655018339893298 -0.077456471242669064 -0.041140531865628237 -0.0093851340447394117 -0.20311562845690903 -0.19318639607475396 0.053265646981311608 3.1336614626059256
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 9 4 -3 -5 8 -8 -4 10 -1 12 -2 -11
right_child=1 3 6 5 -6 -7 7 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.030495313762830645 0.071661137424427215 0.00017031316600737024 -0.066933411708658797 -0.030500672575749978 -0.027790256004373293 0.034725585105302839 0.050150381166913262 -0.034553883233203082 0.061133764321542362 -0.090228242128511466 0.17639246984236825 -0.085731082765237318 -0.086387294626112832 0.053830615253121467
leaf_weight=18.492790081712887 7.5641880726034278 5532.8741471597314 22.61648274154868 136.55797676276416 677.57588637125446 478.63734661333729 107.65040374553064 129.4291065686848 259.4180447535764 36.49477393500274 3.4921984423417589 60.533887334240717 8.3293856092641345 1.479724422097205
leaf_count=774 272 126498 623 548 7065 3335 652 966 3977 1474 42 5676 1393 4
internal_value=0 -0.0015646 0.0209139 -0.000795798 -0.00288026 0.020247 0.029419 0.00390768 0.050864 -0.0527214 0.00236771 -0.0702252 -0.0111677 -0.0846148
internal_weight=0 6902.07 579.074 6825.65 6210.45 615.195 519.114 237.08 282.035 59.9595 21.985 76.4275 15.8936 37.9745
internal_count=153299 144787 8512 137446 133563 3883 6218 1618 4600 2294 816 7341 1665 1478
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=15
num_cat=0
split_feature=151 2 74 57 107 99 128 100 109 93 139 118 109 154
split_gain=28.4804 49.481 26.059 27.8814 34.3645 26.2642 26.0384 25.8441 26.5357 23.8114 21.1553 19.3474 18.7815 14.5845
threshold=-0.32686671571040238 0.47054295107699762 -0.22370394526182671 4.8439510588554011 -0.036960950036679104 0.32918022093545063 0.78169805096730782 -0.18123427136206943 -0.16277019751394553 0.16324724416943501 0.39458993803862846 0.14936731538534975 0.56784944580243202 -0.31347711382388671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 9 5 -5 -4 12 13 -9 10 -2 -11 -1 -3
right_child=2 7 3 4 -6 -7 -8 8 -10 11 -12 -13 -14 -15
leaf_value=-0.058073651792247771 -0.020517941945134847 -0.082370962372992157 0.016049294243435729 -0.01030665648612499 0.0037055161097374572 -0.04964315117543492 0.17761148916416103 -0.032261103099052293 0.10059210578914653 0.15782097602042544 -0.13886237869184398 -0.084641130557850192 0.046462431485030403 0.14098616558299659
leaf_weight=267.18511783145368 507.14133488177322 3.3138858990278122 1716.6906577263435 2373.1744456537126 6667.9449673765921 63.097213729401119 5.0548929957440114 57.045297001255676 20.414766275789589 12.79429572512163 15.568820304819381 4.4307648485410018 18.368460483732633 24.811621742788702
leaf_count=8010 7390 113 26248 37398 68660 2482 109 570 142 165 1139 87 635 151
internal_value=0 -0.0260651 0.00120984 0.00227966 2.75059e-05 0.0137204 -0.0473667 0.0325646 0.00275265 -0.0202306 -0.0240428 0.095453 -0.0513493 0.114669
internal_weight=0 396.194 11360.8 10820.9 9041.12 1779.79 290.608 105.586 77.4601 539.935 522.71 17.2251 285.554 28.1255
internal_count=153299 9730 143569 134788 106058 28730 8754 976 712 8781 8529 252 8645 264
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=15
num_cat=0
split_feature=154 151 19 159 70 31 58 142 62 100 65 169 38 75
split_gain=37.9342 69.3492 50.0774 41.0793 39.4169 37.1269 29.1626 62.7692 35.8923 27.9779 21.799 19.3717 26.3763 13.8793
threshold=-0.33019165956646418 -0.29550829977865845 -0.59842237471020676 0.11358063280696247 1.2549149011147473 1.6817575546989183 0.20145789808643552 0.03373970077160842 -0.28624737873073619 -0.17464226598578916 0.72109117714795723 0.023011284931624337 0.027648919631450015 0.0015040074515212255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 10 5 -5 -3 11 -8 -9 -4 -2 12 -1 -13
right_child=1 3 9 4 -6 -7 7 8 -10 -11 -12 13 -14 -15
leaf_value=-0.15502520318989951 0.085227873859850242 -0.035765555823955887 -0.12540843983786787 0.0020592815643158762 -0.088650046820391348 0.1043957180829547 -0.16901076965337233 -0.10768904722074638 0.015658018623457337 -0.040266793772305624 0.68377037452841538 0.04367883357177646 0.068575604901293316 0.10469654961187558
leaf_weight=10.247263333134471 1.1501988213567522 438.21898562295246 45.22434145558509 6023.1520653285625 48.288845485018101 19.750499014204252 19.386968228543992 24.177234175615013 972.7361419723311 263.28700555712567 1.2919531217776237 129.27226263424382 10.873496945016084 52.384113384352531
leaf_count=67 33 23653 423 101605 2749 133 97 144 11425 11304 23 1293 66 284
internal_value=0 -0.00303793 -0.0491772 -0.000840615 0.00133783 -0.0297209 0.0161096 0.00920091 0.0126666 -0.0527476 0.40187 0.0507354 -0.0399099 0.0612745
internal_weight=0 6840.36 310.953 6529.41 6071.44 457.969 1219.08 1016.3 996.913 308.511 2.44215 202.777 21.1208 181.656
internal_count=153299 139923 11783 128140 104354 23786 13376 11666 11569 11727 56 1710 133 1577
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=15
num_cat=0
split_feature=127 73 158 108 44 122 151 58 98 145 158 139 120 58
split_gain=34.7839 50.8444 70.8793 87.1029 42.3875 55.5987 41.1221 41.8046 42.5418 30.6946 29.3442 25.7969 48.3511 26.3259
threshold=-0.077903775076783963 0.065926099234706576 -0.13739955190349515 1.7532077492317431 -0.16468759341884065 -0.24549284812216468 -0.148419368032742 -0.16566828569363423 -0.033617781779857137 -0.15303250068684468 0.37247782148493208 0.098868405856230121 0.2544508927664198 -0.031310281407908279
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 -2 -6 11 9 -9 -8 -4 12 -1 -13
right_child=1 2 10 -5 5 -7 7 8 -10 -11 -12 13 -14 -15
leaf_value=-0.1906681754474909 0.06788741541036053 -0.0081946447271550194 -0.037879567263679657 0.037342888639471619 -0.030799669605874026 0.016075093351814385 0.072041329926989278 -0.097948684546111831 -0.027192532089945844 -0.040915788354449312 0.096447390728441218 0.080866599258363869 -0.0005288046813524106 0.0063184521176110316
leaf_weight=14.467203613719901 135.96682121191407 1778.5664078564732 646.34853634081082 549.91643255198142 287.173139335413 2128.782301871106 66.023860780638643 98.720608059724327 610.25069427484414 37.846464100992307 16.682570106830099 79.958253684337251 176.99151542900654 116.23117147665471
leaf_count=308 4197 14762 18760 6356 4802 41655 817 7908 37115 2080 3182 1881 7769 1707
internal_value=0 0.00319158 -0.00565388 0.00255993 0.0135607 0.0105033 -0.0155833 -0.0283645 -0.037045 0.030884 -0.0344998 0.0112172 -0.0148963 0.036701
internal_weight=0 5543.44 2991.51 2328.48 2551.92 2415.96 1200.49 812.842 708.971 103.87 663.031 387.648 191.459 196.189
internal_count=153299 93714 43060 21118 50654 46457 59585 47920 45023 2897 21942 11665 8077 3588
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=15
num_cat=0
split_feature=111 126 12 153 133 48 81 88 25 112 4 118 58 88
split_gain=31.3325 39.0505 32.186 64.5644 56.347 42.1258 46.3267 34.1227 24.3053 23.5754 23.4986 19.1956 17.8571 12.3289
threshold=0.90291018574395776 0.93086920090416481 1.736379973724439 0.030023293245672902 0.038740947289187928 13.437791356264592 0.17600550467399209 0.010742801077921841 1.947668445050863 0.84976195687788292 -0.0044882035082178017 -0.43064906721491653 0.20145789808643552 0.00064418864172568959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 5 7 -5 6 -1 -4 -7 12 -11 -2 -3 -13
right_child=1 9 3 4 -6 8 -8 -9 -10 10 -12 13 -14 -15
leaf_value=-0.029386895119622711 -0.10057744022303589 -0.079328344268362383 0.014309879833756515 0.053005950228909783 -0.023954313564831478 -0.0012261063715207129 0.02989163954874598 -0.011622079275871834 -0.07644278974481232 -0.062473106839067261 0.06119467457283706 0.34699487594916151 -0.0077880131196561625 0.073606086344753588
leaf_weight=149.60676429769228 6.4494948834180823 153.29190112474316 1652.0269681669088 101.27200014312257 1569.7635614876417 962.32684661228268 1109.9430946603607 732.38024954372668 44.968254022300243 27.202872550551547 35.307276009116322 1.7349334540485859 45.17218340843101 33.514477523305686
leaf_count=10179 26 1218 47912 8499 60859 8305 10148 4648 337 264 141 44 192 527
internal_value=0 -0.0318192 0.00111638 -0.00421805 -0.0192902 0.0106598 0.0228507 0.00634477 -0.00458397 -0.0461771 0.00737751 0.0580401 -0.0630451 0.087062
internal_weight=0 302.673 6322.29 4055.44 1671.04 2266.84 1259.55 2384.41 1007.3 260.974 62.5101 41.6989 198.464 35.2494
internal_count=153299 2412 150887 121918 69358 28969 20327 52560 8642 1815 405 597 1410 571
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=14
num_cat=0
split_feature=28 134 166 158 73 89 126 77 34 34 110 105 83
split_gain=27.3894 41.9089 55.4504 60.7668 57.8252 39.7646 35.0071 11.2248 8.34754 12.7554 0.0841058 0.0304523 0.00379686
threshold=-0.1389665012009548 -0.076111295467545012 -0.31333146975803222 -0.33309229757413905 0.23880137765013379 -0.062080373933676304 0.92276870247109832 0.40323548139687554 -0.051675048547500206 -0.052611133802854253 0.733293774819894 1.7096167192651273 0.27451144216486528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 9 12 11 -10 -1
right_child=1 5 3 -5 -6 6 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.081465508680900273 -0.088227012297523777 -0.089746386839815187 0.25800303738966074 0.049123684179270606 0.056320667164358587 -0.0084151981948859863 0.0059050940083923385 0.11037653842313902 -0.095109529408671678 0.15875075536337968 -0.13219527157928954 -0.083167405123179258 -0.088242112367521122
leaf_weight=4.0409917863144074 61.525251594663132 59.514380137785338 14.870065941126084 219.738227408292 50.302891097031534 2966.1342859237629 4021.5786860942608 2.9412565750535569 2.2373052015900603 3.8344338907627371 0.36042869265656818 46.830412231385708 1.0394807416014371
leaf_count=578 3037 3992 174 10588 216 79635 46480 102 66 15 23 8372 21
internal_value=0 0.000785011 0.0347417 0.062363 -0.0232061 -0.000883576 -0.000173563 -0.0803219 -0.0680014 0.0210649 -0.0840655 -0.0837119 -0.082852
internal_weight=0 7396.61 346.436 234.608 111.828 7050.17 6987.71 62.4556 58.3431 8.91491 49.4281 49.0677 5.08047
internal_count=153299 144224 14015 10762 3253 130209 126115 4094 9075 614 8461 8438 599
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=15
num_cat=0
split_feature=151 140 128 85 155 139 101 91 112 73 118 102 70 139
split_gain=26.1678 56.8115 40.0212 35.2225 40.0661 31.939 62.8881 54.9757 32.2568 49.8584 31.7611 26.1674 25.726 24.0074
threshold=-0.2509667882344398 -0.1470247215164934 0.78169805096730782 -0.12712516308902938 -0.3232818418316285 -0.39811712214195033 -0.14067832881595546 0.0037362884802842589 0.43089964710029011 0.054651740473845641 0.7062383813982277 0.08713698453675521 -0.035286127721687467 0.17391509341956324
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 -1 6 7 -2 9 -7 -10 -3 -5 -4
right_child=5 2 13 12 -6 8 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.071884118206091183 0.095151250043089552 0.11887942970231749 0.23909155088496498 -0.031842849045856075 0.098104999632634873 -0.0022650124562963322 -0.052497954765763827 -0.0097433133643175379 -0.0088751114242280136 0.012359091126391289 -0.070332838762921818 -0.048305094624572657 0.028951477840534146 -0.083673562113918964
leaf_weight=17.060908438172191 62.251593015855178 9.5634711873135512 8.0077976689208281 159.02470842644107 74.029665164416656 4998.4320136015012 309.33567749219947 253.14999122265726 795.00947907287627 4369.0794017157168 94.03597819240531 444.35217185325746 123.78923974907957 3.2356136620510361
leaf_count=525 368 185 80 1396 493 72463 4284 3253 13648 37883 1334 15805 1466 116
internal_value=0 -0.0168371 -0.0401663 0.0121859 0.0662667 0.001491 -0.0204609 0.01096 0.00282812 0.00455578 -0.0153756 -0.0447827 -0.00523283 0.146207
internal_weight=0 839.064 465.159 373.905 91.0906 10881.3 624.737 315.402 10256.6 9367.51 889.045 453.916 282.814 11.2434
internal_count=153299 20066 16186 3880 1018 133233 7905 3621 125328 110346 14982 15990 2862 196
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=15
num_cat=0
split_feature=154 166 82 9 154 154 31 110 173 29 139 70 102 139
split_gain=37.1638 44.5105 68.2592 46.9869 53.1043 44.61 40.5676 45.4887 43.2941 42.3047 39.319 36.3172 34.9866 21.473
threshold=0.13032415466091077 0.15173329070612004 -0.023605732434924618 0.042859347344218611 -0.33019165956646418 -0.054623537550956495 -0.13951352130550013 -0.27752937709593134 0.25415379327917381 -0.13424448511857623 -0.48755837978571764 -0.027322016264652547 0.1766133174776828 -0.40476134659911972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 5 -5 -1 8 9 13 -8 -9 -3 -4 -2
right_child=6 2 12 4 -6 -7 7 10 -10 -11 -12 -13 -14 -15
leaf_value=0.012491162096229261 0.074762892717486526 0.031679723347945506 -0.027533124019432864 0.019105772925636651 -0.02066792195790132 -0.035636605880507898 -0.13150057471103543 0.13423465424292119 0.1305784149904769 0.0252013627455554 -0.072254044527387748 -0.035516089560676957 0.0054522226777517085 -0.07207579475878384
leaf_weight=1669.3166981101022 14.983479955000801 1290.4393906020559 413.6637001305935 402.20718218805268 2029.7826098137739 217.71087881805943 19.848713816609234 9.5753432307392341 31.267932565649971 130.4933544099913 249.66588571553439 85.778217447106726 1444.1811526091769 29.698028378294111
leaf_count=23594 73 12107 2996 4071 20223 27854 414 61 149 2435 38120 944 12384 7874
internal_value=0 0.00174037 0.0106117 -0.00490243 -0.0140901 0.00693855 -0.0268013 -0.0392485 0.0403244 0.004513 -0.0646272 0.0274915 -0.00189222 -0.022835
internal_weight=0 7553.08 3234.06 4319.02 2431.99 1887.03 485.533 409.583 75.9494 150.342 259.241 1376.22 1857.84 44.6815
internal_count=153299 104173 28431 75742 24294 51448 49126 41030 8096 2849 38181 13051 15380 7947
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=15
num_cat=0
split_feature=19 19 55 173 115 11 5 92 98 138 8 45 169 161
split_gain=36.7645 43.6529 49.4231 41.7006 37.6411 39.9928 33.9623 27.6262 18.5482 17.268 15.3204 10.9655 8.17284 7.93384
threshold=-0.3737247617456057 0.067081979694194868 -0.19220435165007663 -0.055003788054340141 -0.0088540423309920162 -0.36618673497466164 -0.032266164642470473 0.09489854934314286 -0.064738545958319862 0.31302996672805633 -0.28891578974899218 1.0000000180025095e-35 -0.21028004416222013 -0.18267953162921027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 12 -4 5 -3 11 -6 9 -8 -10 13 -2 -1
right_child=1 4 3 -5 7 -7 8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.081152702967933324 -0.017296064892652639 -0.044120906509434364 0.019307977454638258 -0.00036632369008735103 -0.070348400467251673 0.0030879336337509573 -0.21274937876926489 -0.019409294046024064 0.055632022160243093 -1.0395729731769812 -0.072532057771001593 -0.14603380911432934 -0.10907213160012091 -0.084261824002710373
leaf_weight=26.13021203095559 12.600032067275604 208.12515912519302 1805.853155639139 2670.3965457177255 153.74139781549457 1302.2618694167904 4.9140803159680209 346.25306321526296 10.148371575400231 0.26627786364406336 115.22621340164915 2.7496596632990977 42.204630641965196 3.261507764458659
leaf_count=549 212 1682 25935 57706 16789 33395 495 9363 99 5 6693 25 326 25
internal_value=0 0.000973869 0.00641525 0.00757088 -0.0112901 -0.00341725 -0.04715 -0.0350724 -0.0698197 -0.255249 -0.0621579 0.0449319 -0.0879721 0.0627972
internal_weight=0 6541.44 4531.05 4476.25 2010.38 1510.39 162.696 499.994 130.555 5.18036 125.375 32.1414 54.8047 29.3917
internal_count=153299 145408 84179 83641 61229 35077 7891 26152 7292 500 6792 599 538 574
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=15
num_cat=0
split_feature=64 90 121 135 73 169 112 169 151 130 128 160 65 145
split_gain=29.0609 47.318 54.0917 50.5655 37.2243 48.8022 43.8181 27.7601 25.0214 21.6701 28.0324 16.9679 4.7516 3.69634
threshold=0.0023263728959679133 0.0074264933074226595 -0.090867278621231048 -0.076320529721017841 0.7971875352703689 -0.12615601854467781 0.094557814674978799 0.44125522304992643 -0.45949412627622616 0.16017134225942101 0.19834601690633033 -0.30712028109632766 -0.20461830716209359 -0.26746808203644129
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 11 12 -11 13 -10 -1
right_child=1 4 3 -5 6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.081460369582395553 -0.051788384979583338 0.03854037697378232 -0.032969400255545483 0.048395068896355357 -0.037566035146143345 -0.0090460461195449038 0.020110639696253509 0.11008068018313871 0.059359637205836702 0.073323421639193836 -0.059808413013365307 -0.067157738701723479 -0.072653717544504934 0.12074779714405524
leaf_weight=0.9543969260994406 110.27348807192175 227.24416973063489 89.289948477235157 528.31519468137412 149.99939316138625 4174.7039491599135 1080.9203507222701 11.720925486006307 2.7830742257428929 28.950871607477893 34.860256675106939 7.7038903360371469 134.10021952632087 17.124130422133021
leaf_count=472 6434 3661 1300 10217 756 44309 6268 262 1226 3375 11226 501 63249 43
internal_value=0 0.000831704 0.0246125 0.0366318 -0.00229073 -0.00658947 0.0130822 -0.0362364 -0.0356207 -0.0475341 0.000593005 0.0571157 -0.0699697 0.110073
internal_weight=0 6372.47 739.6 617.605 5632.87 4401.95 1230.92 121.994 226.477 200.694 63.8111 25.7824 136.883 18.0785
internal_count=153299 73207 18213 11517 54994 47970 7024 6696 80092 79076 14601 1016 64475 515
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=14
num_cat=0
split_feature=171 127 129 131 77 120 129 113 138 101 8 145 77
split_gain=27.1147 26.5469 26.5743 27.2154 16.5494 8.99275 5.25572 4.68549 9.48715 4.68038 2.26552 0.159702 0.0134777
threshold=0.1456321006873432 -0.55080637842865354 1.0245242269258381 0.43743283791497684 0.68554306454047353 0.13557952739364462 1.018450205994736 0.80448184429188296 0.52457639185033178 -0.023541357049243754 -0.33090965906884612 -0.41755934809375655 0.44924952105005594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 3 -3 -4 7 10 9 -9 -1 -7 -2 -13
right_child=1 2 4 -5 -6 6 -8 8 -10 -11 -12 12 -14
leaf_value=0.069293144160807257 -0.10507468800644332 -0.0011963654791123696 -0.075957739315324707 0.013815709253044324 0.063333488060926257 0.1057212002392886 0.09244600806656432 -0.099645218358280094 0.1030077724899289 -0.087621665879451471 -0.094174831194391725 -0.081370470574598605 -0.08723923461683103
leaf_weight=1.9677266612416122 3.3556695540901265 5710.3470707598608 65.37138111164677 1531.5139385047369 9.8097265968099219 0.69038015604019198 5.738617864320986 4.9880713783204538 4.3028438407927752 55.950734357713372 3.1716892814147268 28.471335111098597 4.5366176983807227
leaf_count=191 26 128773 2750 10820 34 1 25 44 12 2637 110 7514 362
internal_value=0 0.000940791 0.00136436 0.0019784 -0.0577828 -0.0587833 0.0317484 -0.0717156 -0.0057918 -0.0822906 -0.0584416 -0.0842901 -0.0821771
internal_weight=0 7353.41 7317.04 7241.86 75.1811 76.8101 9.60069 67.2094 9.29092 57.9185 3.86207 36.3636 33.008
internal_count=153299 150279 142377 139593 2784 3020 136 2884 56 2828 111 7902 7876
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=15
num_cat=0
split_feature=99 55 169 109 112 52 23 124 52 49 163 31 127 38
split_gain=26.1804 38.4771 48.8206 48.1642 39.1825 34.7875 34.0054 67.2342 51.1999 45.6449 35.4447 33.0247 32.4275 30.5218
threshold=0.016983917647664375 -0.063368077460437724 -0.11224046211475237 0.5001010738427506 0.65125085289248108 -0.077291974288626941 -0.033841697255472071 -0.19297823171282485 0.038338121293072569 0.12577889167524622 -0.13694334990548576 -0.075968287626274569 -0.34950373090813353 -0.15400187114698496
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 13 11 -4 -5 8 9 -1 -8 -9 -2 -10 -3
right_child=1 2 4 5 -6 -7 7 10 12 -11 -12 -13 -14 -15
leaf_value=0.065825557025556453 -0.003746894519945314 0.16788851509327513 -0.0016742657819102448 0.029023211433597158 -0.046688258061590521 0.13901386719762412 0.094394869648257385 0.08776249870769405 -0.051899571185270166 0.016398582256693082 0.00040395803045048219 0.028008311559548849 -0.0015965547296717215 -0.040736745268063076
leaf_weight=94.682105652638711 929.7349944448215 7.1298315292224279 7581.3086579421361 71.020993244019337 198.43498448753962 48.317727035377175 181.75986157893203 49.906274636741728 161.79438894195482 127.78010403248481 669.69775121146813 505.59340170567157 616.31486504711211 426.3290331162716
leaf_count=2693 20032 295 83905 1349 4506 668 1163 468 2371 3210 6417 7439 6026 12757
internal_value=0 -0.00191164 -0.00464228 0.0125141 -0.00282242 0.0735561 0.0109123 0.0232261 -0.00360743 0.0621975 0.00646248 0.00743885 -0.0120562 -0.0373051
internal_weight=0 9767.87 8213.2 1554.67 7779.74 119.339 1901.94 1029.14 872.791 309.54 719.604 1435.33 778.109 433.459
internal_count=153299 130951 101463 29488 88411 2017 22348 11258 11090 4373 6885 27471 8397 13052
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=15
num_cat=0
split_feature=18 19 139 65 151 130 13 135 134 107 91 148 116 107
split_gain=36.4226 34.9561 45.4698 40.7053 36.3403 38.1932 36.6717 10.5242 11.6316 17.0683 10.7309 10.1087 8.6722 6.615
threshold=0.13976803611574376 -0.55290637105477891 -0.15726435410273151 0.41055399887107724 -0.26952606384354316 0.86311597225519654 0.10517285663978175 0.0060325501764475669 0.62214946041050834 0.31184496121054234 0.43519762236746867 -0.38472176307259043 0.3490744644739428 0.39859131402119191
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 6 -6 -3 11 10 -10 -9 -1 -13 -4
right_child=1 4 13 -5 5 -7 -8 8 9 -11 -12 12 -14 -15
leaf_value=-0.2100826299928405 0.059931093077968317 -0.058550833298846174 -0.11978216311449802 0.25494092116734468 0.002714804186489405 -0.07531449910300464 -0.0046912911283950387 -0.11512346190815539 -0.088501255304254373 0.082451511906678029 -0.00062448440659439825 -0.041854560043205563 0.078841288959294528 0.051682169628742038
leaf_weight=2.1257133494073086 36.986769945593551 202.08155650843764 11.346407882425408 15.062962673371656 7212.2969853659051 63.279783895493892 337.63016723691544 51.53928490979888 13.502512253588067 10.29207065887749 9.730609080696011 12.103549276434935 11.715247708605601 2.8065376020967951
leaf_count=28 743 13616 279 72 133393 999 2973 429 280 44 83 123 221 16
internal_value=0 0.000791842 0.0731507 0.116366 0.000178896 0.00203614 -0.0248576 -0.0568906 -0.0738951 -0.0145576 -0.0969392 -0.00113777 0.0175096 -0.0857807
internal_weight=0 7881.49 66.2027 52.0497 7815.29 7275.58 539.712 111.009 85.0645 23.7946 61.2699 25.9445 23.8188 14.1529
internal_count=153299 152091 1110 815 150981 134392 16589 1208 836 324 512 372 344 295
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=15
num_cat=0
split_feature=19 5 19 55 13 115 71 136 121 179 139 94 161 109
split_gain=32.0521 36.7443 35.9138 43.1415 42.7199 33.8536 32.9528 25.3415 14.487 11.1773 10.9723 6.48762 4.69055 3.4188
threshold=-0.39386017295568582 -0.034033768977013094 0.073533510061261478 -0.19220435165007663 -0.3426356409257218 -0.0088540423309920162 -0.0047924050409687792 0.099088145608053277 -0.22123955703321987 -0.11872781624844954 0.37460270445385196 0.0031520820406469997 -0.18267953162921027 -0.20308248982961227
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 10 -5 6 -4 -7 13 -10 -2 -1 -13 -3
right_child=2 8 5 4 -6 7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.17208842665753499 -0.11905986607222524 -0.11220572944948388 -0.02979052795934083 0.025454795401565485 0.0015743067241396356 -0.069156436360393966 0.0053578124626608749 -0.018791533529187263 -0.20808160687688787 -0.075359265456587485 -0.026381064349327667 0.095866665466989756 -0.067079206551159162 0.10627776198383213
leaf_weight=1.0704970110673482 33.210560800449457 0.83224167674779881 352.6283611086692 944.936368126655 3614.660289399224 143.08352209223085 1095.0816960032389 331.03490961156785 6.825346700847148 90.208702565942076 20.759189878008328 18.626202072133314 1.951701606158166 5.1367436279542735
leaf_count=26 266 5 20700 14054 71982 15033 13728 10566 23 6102 293 414 25 82
internal_value=0 -0.0505029 0.0006868 0.00547127 0.00652333 -0.0107989 -0.0032035 -0.0339911 -0.0753934 -0.0846949 -0.0834114 0.0679262 0.0804121 0.0758151
internal_weight=0 124.651 6535.39 4613.57 4559.6 1921.83 1447.71 474.118 103.003 97.034 53.9698 21.6484 20.5779 5.96899
internal_count=153299 6677 146622 86595 86036 60027 34428 25599 6212 6125 559 465 439 87
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=15
num_cat=0
split_feature=18 143 8 155 178 39 157 157 8 36 129 18 20 5
split_gain=28.7716 34.4055 64.3154 48.423 57.2469 38.4689 36.098 32.3944 26.9673 31.0005 26.0231 18.3826 18.1175 23.5134
threshold=0.27687411996307032 0.036239541989173001 0.29696339992295023 -0.22138627702713509 0.13726294748103565 0.31938123397042772 -0.4754210526714146 -0.032984858614222019 -0.040571861337401781 860.46413916464155 1.0195642794790036 0.13976803611574376 -0.50700040731108065 0.020740419459490417
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 4 -2 -4 -3 -5 12 10 -10 -11 -1 -14
right_child=1 2 5 7 -6 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=0.075468572773195658 0.11479871789740258 0.016716854044648857 0.031649903338817918 -0.0031893877476470269 -0.067380488848706746 -0.0074470760711832984 -0.030417035466682923 0.025324761477686881 0.037961083638239176 0.026766041815001869 -0.00044242397976584707 -0.071370777638611022 0.00050408815072705679 -0.081696461794832975
leaf_weight=16.479234434162208 75.694993606186472 184.64476966526126 400.78528973851644 2289.5873416246905 22.339027685811743 676.39333947595151 1353.9673669466283 482.36787588777952 598.63787281398254 29.34683982731076 250.19260103770648 54.597533149906667 79.846874542607111 61.680733397966833
leaf_count=182 1289 1030 6729 46341 660 9288 27387 41851 11500 181 1697 463 3558 1143
internal_value=0 -0.00334526 -0.0116406 0.00421533 0.0732855 0.00709972 -0.0247606 0.00177256 0.0144373 0.0209087 0.0266417 -0.0370623 -0.023766 -0.0353207
internal_weight=0 5485.78 2615.79 2869.99 98.034 1077.18 1538.61 2771.96 1090.78 932.775 848.83 83.9444 158.007 141.528
internal_count=153299 134575 44434 90141 1949 16017 28417 88192 18724 13841 13197 644 4883 4701
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=15
num_cat=0
split_feature=94 85 11 143 173 92 45 124 151 109 109 113 64 103
split_gain=26.2076 26.7397 62.2621 67.65 58.4387 57.9083 37.4902 28.4162 23.1581 17.2518 15.6805 5.18812 4.06037 2.13786
threshold=0.0025575977247475684 0.12224328453730514 -0.080052011662139613 0.024032694282709977 -0.053752419797959992 0.032864363120129435 0.88307066985037219 0.11833128116376553 0.94171971081514083 0.7026373949478536 0.71996892834840664 -0.42442504265008302 0.021357068142527445 -0.0060072859707594886
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 9 11 -11 -1 13 -10
right_child=1 5 3 -5 -6 6 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.077452845713370536 0.0051544925437629306 0.0097811408958585009 -0.03801258904996227 0.010112621209008918 0.043634120350536293 -0.0037756099659770805 0.03534143255210901 -0.074539861599341478 -0.080471056611837954 0.50657945174509711 -0.08374661067288014 -0.082110081920873296 0.49063501000374254 0.21677766983761773
leaf_weight=2.1009932958404525 940.02785435547412 52.679490665905178 476.68501580247539 754.2995301822084 680.30162210133858 4009.3303789713245 260.9581785792252 165.60963722952874 0.28146550369274392 0.97901710760197491 0.83265518909320235 67.672058380048838 0.51175272464752186 1.7237868905067435
leaf_count=137 26318 1107 31629 39152 11728 31501 2329 2891 151 9 38 6306 1 2
internal_value=0 0.000857418 0.00843037 -0.00852333 0.0213103 -0.00395321 -0.00138516 -0.0541908 -0.0589123 -0.0693949 0.235262 -0.0773054 0.239218 0.175055
internal_weight=0 7339.89 2851.31 1230.98 1620.33 4488.58 4270.29 218.289 74.1017 71.5847 1.81167 69.7731 2.51701 2.00525
internal_count=153299 146655 108827 70781 38046 37828 33830 3998 6644 6490 47 6443 154 153
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=15
num_cat=0
split_feature=71 148 96 96 105 109 114 72 106 118 96 118 92 106
split_gain=27.1183 32.0574 88.3608 126.357 43.3923 31.5935 29.6884 38.8038 30.1188 28.3502 32.459 27.6589 11.3888 6.85553
threshold=-0.21359154426456745 -0.53133101088416235 -0.082049543697290742 -0.089899282551704721 35.563190171867554 -0.53958210525637706 24.935399344217849 0.68510978018776625 0.76138090605892705 0.086740943638159554 -0.01598630494528273 0.0021216255895373849 0.018357259502399789 0.33835624847936713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 11 8 -8 -3 10 -7 13 -11 -1
right_child=1 6 4 -5 -6 9 7 -9 -10 12 -12 -13 -14 -15
leaf_value=0.033246837523964561 0.063825989750214321 0.001624168015524439 0.012043745413291798 1.1383489970086003 0.11302724369474121 -0.056944841862756015 -0.031655993522614161 0.046349171422552765 -0.03831602808247439 -0.082547359703666057 0.097032038455579173 0.10091672810773929 -0.17866404455832516 -0.11266515130226339
leaf_weight=4.6136096506379536 3.0088960740249604 10129.184527051068 506.20743843284436 1.7199464351870108 46.456225961854216 68.242781977867708 521.2498703080928 72.661228225333616 192.39307092316449 31.86253524152562 17.126540283672512 26.033808605745435 20.1070695403032 10.660222638864068
leaf_count=101 19 132404 5906 35 607 735 8109 851 3556 214 231 263 75 193
internal_value=0 0.000823181 0.0242152 0.454645 0.0205323 -0.0384403 -0.00037132 -0.0221126 0.000879687 -0.0615035 -0.0260545 0.0382399 -0.119735 -0.068591
internal_weight=0 11472.9 557.393 4.72884 552.664 178.647 10915.5 593.911 10321.6 137.339 85.3693 41.3076 51.9696 15.2738
internal_count=153299 151487 6567 54 6513 1812 144920 8960 135960 1255 966 557 289 294
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=12
num_cat=0
split_feature=118 154 121 61 151 53 140 55 160 148 106
split_gain=34.2749 39.395 89.8102 87.9827 55.0636 67.889 47.7275 27.4782 27.0941 27.1171 10.7285
threshold=-0.33612702686557744 -0.048505807136880678 0.071381232288460508 -1.0000000180025095e-35 0.12128719940345757 -0.068115956928352914 -0.25420568195219023 0.23177180520417204 0.84028574267221579 0.63648461525419453 -0.11669002099932843
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 6 -6 -2 -3 9 10 -1
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.063731479132573834 -0.016434207418506885 -0.043760546945927653 0.028882648438916837 -0.022447630750825839 0.67182728457610918 0.018271319297651242 0.0051344679454679819 -0.11512615268553175 -0.58936746973335652 -0.16083741453793615 0.085053405586287781
leaf_weight=5.1398424894432528 1597.5206695852103 343.73163492637468 563.04072076415468 820.60876938831643 1.5909601236926381 1624.4179995053273 2867.4210657665535 63.997316130349645 0.63920218637213011 5.083313279785215 84.89335900313381
leaf_count=895 14767 67931 4516 13627 125 12452 35709 1147 25 23 2082
internal_value=0 -0.000678792 -0.0137147 -0.00156009 0.00315514 0.0189108 -0.00258263 -0.0549621 0.0595117 0.0638723 0.0765595
internal_weight=0 7882.33 1791.38 1383.65 6090.95 1626.01 4464.94 407.729 95.7557 95.1165 90.0332
internal_count=153299 150274 87221 18143 63053 12577 50476 69078 3025 3000 2977
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=15
num_cat=0
split_feature=67 38 151 139 106 20 116 157 8 178 58 4 136 38
split_gain=32.3694 53.9191 67.7289 61.4573 76.3111 50.34 43.6228 39.5153 50.1231 45.1299 43.8045 33.488 30.7137 28.9499
threshold=-0.098656227224033652 -0.029102105646099469 -0.30023774901064043 0.1333365382280835 -0.015679487504373039 -0.15626478065076618 -0.015429734253862072 -0.25050001724218468 -0.20207247845167875 -0.29151251832005359 -0.21604010462430334 -0.033210963303625669 0.017291107532436588 -0.042137957307764463
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 13 4 -3 -4 -5 9 11 -1 -11 -9 -10 -2
right_child=1 3 5 6 -6 -7 -8 8 12 10 -12 -13 -14 -15
leaf_value=-0.011459074352128789 0.093261878256344161 -0.039531690657798921 0.027569849692398032 0.027171976723293814 0.0043735907977764978 -0.030614223921715589 7.7076110600745121e-05 -0.022105388228562645 0.057773734197213072 -0.025800614467306599 0.077817652784748781 -0.18007548532097431 -0.027664018425213002 -0.011174141826352187
leaf_weight=122.08130757685285 73.322463164367946 618.67439544471563 167.19499087397708 1167.8531716708094 1099.2481117603093 1344.074476944108 1209.7155938225915 262.37241928034928 154.10212921438506 48.832471777277533 247.99092464242131 14.142969502136109 57.878896972251823 41.603079573746072
leaf_count=2077 1053 15938 1950 14025 65293 22117 16754 3459 2892 935 5565 80 696 465
internal_value=0 -0.0031439 -0.0185494 0.00297316 -0.011438 -0.0241772 0.013386 0.0171859 -0.00213871 0.0397208 0.0607707 -0.0301851 0.034446 0.055456
internal_weight=0 5721.69 1626.2 4095.49 1717.92 1511.27 2377.57 907.401 488.496 418.905 296.823 276.515 211.981 114.926
internal_count=153299 137595 25585 112010 81231 24067 30779 15704 7127 8577 6500 3539 3588 1518
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=15
num_cat=0
split_feature=67 157 90 73 64 73 75 136 28 148 8 45 104 25
split_gain=28.2888 28.741 29.7264 46.4164 44.4499 20.7182 19.41 10.9234 10.2078 10.1395 10.0158 5.17182 0.158916 0.0235467
threshold=-0.13923332362262139 -0.6061947922659342 1.4359388062563345 0.69067512890949134 1.8884486749825842 0.35119423432473923 0.0061646943642142847 -0.35621422940782338 0.31703619557401203 -1.3551388133792306 -0.3128532804084046 0.39231131807570291 1.4897001499075577 0.44192584585073064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 8 13 -9 -7 -11 -10 -1
right_child=1 2 4 -5 -6 10 -8 9 12 11 -12 -13 -14 -15
leaf_value=-0.084504199750405976 0.3268450981513461 -0.003329885932114294 -0.04872851534465595 0.017290337138402598 0.0099732949080770517 -0.1096209082560341 -0.16656162102357031 0.20896530050132545 0.095434120484683513 -0.092004839038633435 0.10090730390638528 0.10208538743103526 0.068102107482193475 -0.10440433309106772
leaf_weight=5.1816278127953401 0.92812650057021429 4462.3745293006796 295.75644680962432 1445.2006729179993 228.77208843361586 2.3677977323532096 5.6556457872793544 1.1791085600852955 5.0476228445768339 56.217972470029054 49.53695379011333 1.4072567652910937 3.67685317248106 0.67166268825530995
leaf_count=255 43 135038 1852 8291 1594 4 70 2 23 5723 367 6 30 1
internal_value=0 0.000323402 -0.000311151 0.00171455 -0.0231258 0.0701064 -0.0970052 -0.0621153 0.0153743 -0.0813252 0.0913034 -0.087265 0.0839153 -0.0867877
internal_weight=0 6490.59 6432.1 5907.58 524.529 58.4885 6.58377 73.3821 14.5778 58.8043 51.9048 57.6252 8.72448 5.85329
internal_count=153299 147259 146775 143329 3446 484 113 6040 309 5731 371 5729 53 256
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=15
num_cat=0
split_feature=112 100 81 76 73 139 51 19 2 73 112 170 174 169
split_gain=25.6191 75.1169 82.3094 72.1671 63.1295 54.5909 51.5249 56.8168 48.9709 40.7099 40.1128 39.4224 35.9915 112.139
threshold=-0.012213432572801943 0.026922710983149991 0.19856731489250273 -0.034316305465852633 0.19107210499529212 -0.012099175031866407 37.448336587973444 -0.025676105868583193 0.083708533913074618 1.4520080327829301 0.25690283683955129 1.5910035230177735 0.74567711589724828 0.0014306478775833074
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 6 -4 9 11 -8 -7 -3 -2 -1 -5 -14
right_child=1 5 4 12 -6 8 7 -9 -10 -11 -12 -13 13 -15
leaf_value=0.056088662878283402 0.02432424110999579 -0.056330427359676784 0.12879564072464048 -0.050094541860514277 -0.0034526501337841333 -0.00070142457465735867 0.018540344616031681 -0.046144189261058649 0.063239236445614772 0.14995074279410411 -0.049814910373188463 0.35697500538402943 0.86235969292057746 0.0082874647293037541
leaf_weight=117.38366902615235 543.96563916353625 231.61767578017316 127.68702881627542 472.28946925642958 50.320332739545847 4969.0183376383793 388.10846041710465 208.87401391695312 122.73845850018552 9.9793088310398144 84.284657899057493 4.5222613617079324 1.5747026288881887 64.788030097319279
leaf_count=4676 18540 4589 2302 24228 1248 47714 24481 18347 2370 49 2791 36 9 1919
internal_value=0 0.00293675 0.0313854 -0.0127301 0.0914108 -0.00136391 0.00800621 -0.00409167 0.000839886 -0.0478099 0.0143779 0.0672504 -0.040405 0.0285535
internal_weight=0 6139.61 806.258 1257.54 178.007 5333.35 718.888 596.982 5091.76 241.597 628.25 121.906 538.652 66.3627
internal_count=153299 79603 24881 73696 3550 54722 47540 42828 50084 4638 21331 4712 26156 1928
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=15
num_cat=0
split_feature=151 2 77 140 9 112 173 20 118 45 175 46 128 20
split_gain=24.5445 33.7393 24.1335 62.3621 47.833 35.083 35.0797 31.6258 28.5955 23.3524 25.4096 20.499 22.3484 12.9074
threshold=-0.32686671571040238 0.47054295107699762 0.17949502320207208 0.17232476329466734 0.0019826976692572927 0.43089964710029011 0.25415379327917381 0.14268254103590769 -0.23870493556729283 0.11517503734322682 1.8964578932369915 0.21627376192154488 0.71563862504268771 -0.58620756034150467
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 6 -5 8 -4 -7 -2 -3 -11 13 -13 -1
right_child=2 9 3 4 -6 7 -8 -9 -10 10 -12 12 -14 -15
leaf_value=0.10231538779388512 -0.025638274081670187 -0.030934598450798045 0.055036605577033472 0.015118574138397149 -0.024415047557008504 -0.010279744989237493 -0.0024402272207013085 -0.076802787607199302 0.0012841135364778883 0.12657878116877769 -0.0062550524570298112 -0.0035780677466758191 0.27691797754182662 -0.060576684699592709
leaf_weight=4.9773296043276778 413.26642821036512 43.962561755208299 400.94167789141648 771.01392560329987 507.5027942621964 199.62040168180829 144.44079719902948 111.31838993687415 8697.8637734400399 31.420039283577353 26.58531228126958 50.220619400031865 3.0107711207238017 214.57752973982133
leaf_count=50 7886 271 4708 14262 9492 2489 1437 1117 102178 270 435 1263 38 7403
internal_value=0 -0.0250411 0.000973853 0.0115028 -0.00057416 -0.00106431 0.0398143 -0.0340955 6.29567e-05 0.0240355 0.0656977 -0.043386 0.0122868 -0.0568839
internal_weight=0 374.754 11246 1823.9 1278.52 9422.07 545.382 310.939 9111.13 101.968 58.0054 272.786 53.2314 219.555
internal_count=153299 9730 143569 29899 23754 113670 6145 3606 110064 976 705 8754 1301 7453
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=15
num_cat=0
split_feature=76 59 154 158 166 30 170 158 128 99 53 158 16 30
split_gain=32.2546 30.5356 47.22 34.9101 34.5264 21.0366 13.8124 13.2673 8.22663 18.7124 8.46408 4.39721 3.83859 2.82537
threshold=0.54516859201796974 -0.19094484554120264 0.13032415466091077 0.414529059437661 0.15173329070612004 12.063199106535832 -0.0073647370052948606 -0.044835989690504015 0.449462989061231 0.068318333817554464 0.15128384463129294 0.60992307698042636 0.2826072510436563 66.1128408457826
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 11 10 -10 12 -2 -13
right_child=8 2 3 -5 -6 7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.071480912633537633 -0.08722551172360149 -0.0040508644367914523 -0.06900459822638301 -0.0087699854378518859 0.0097865343697484293 -0.11768375700460297 0.067782223746133269 0.10148673485766962 -0.081586285156687172 -0.083874709096351752 0.19744507000665548 -0.047193362229282637 -0.00025865140437533214 0.16530858163628584
leaf_weight=16.636304397776261 62.510426363685838 4241.4831950370572 163.50766441383166 233.80436606619332 3136.7134706192592 2.897545127401826 12.45290341722284 59.031212561676512 1.3893030125036627 9.6558156852261146 4.9978982722386718 1.3049612005124793 5.5238132185404529 1.201975022209808
leaf_count=3415 10133 68769 30740 8301 27011 1381 197 843 203 1489 25 44 745 3
internal_value=0 0.000697568 2.3489e-05 -0.0335586 0.00183187 0.058283 -0.0118633 0.0912321 -0.060672 0.00396332 0.136752 -0.0753719 -0.0801645 0.0546928
internal_weight=0 7866.53 7775.51 397.312 7378.2 91.018 29.0892 61.9288 86.5842 16.043 6.3872 70.5412 68.0342 2.50694
internal_count=153299 140657 134821 39041 95780 5836 3612 2224 12642 1717 228 10925 10878 47
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=15
num_cat=0
split_feature=16 114 157 117 84 102 5 131 10 106 42 129 131 8
split_gain=32.3735 39.4334 35.7411 33.4376 51.6406 44.2778 32.554 32.3907 31.0241 27.8543 22.1917 22.1077 34.9649 3.8291
threshold=0.39396225837395332 4.2767501628487148 -0.17362735490418182 1.5693384025937036 0.064645055674049476 0.26582839635725403 -0.10570676989254361 0.76705570265875178 -0.2509612775577002 -0.081876012277443247 3.4853352831506212 1.0220619268021862 0.13691098949934574 -0.14576566737827631
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 11 4 -3 -5 9 -8 13 -1 -10 12 -2 -4
right_child=2 3 8 5 -6 -7 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.0043465551132724637 0.068249986572092844 -0.0049615284412162057 0.064318159727668925 -0.010302581598951316 -0.035130189682604486 0.019339470632959172 0.030551250646126973 -0.073801701004500217 -0.04643725141660851 -0.090576298913966791 0.13386515383268469 0.11271948039651408 -5.6957328294360247e-05 0.15528563348673541
leaf_weight=95.390763909614179 145.5046981665073 2505.5303477606285 11.648587092291566 1001.5859658077388 733.48760191886686 1014.2116597801942 694.05658182833577 31.076644994900562 115.96067518685595 45.735253934282809 7.2533338515786445 39.42801987240091 154.51839698094409 7.676767034456133
leaf_count=2289 2923 63820 387 24247 13131 17523 12011 127 13607 919 113 401 1770 31
internal_value=0 -0.00224153 0.024676 -0.00550037 -0.0117933 0.00461127 0.0175269 0.0260791 -0.0173469 -0.0264155 -0.0358233 0.0423218 0.0330704 0.100454
internal_weight=0 6121.07 481.99 5254.82 3239.02 2015.8 866.259 725.133 142.539 141.126 123.214 339.451 300.023 19.3254
internal_count=153299 134067 19232 118721 76951 41770 15346 12138 14138 3208 13720 5094 4693 418
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=15
num_cat=0
split_feature=111 126 64 29 12 111 49 118 121 14 72 103 71 127
split_gain=27.1995 33.4789 28.6224 27.7789 46.7097 36.4021 19.5196 16.2011 14.239 13.3925 12.0765 11.07 6.7645 5.29756
threshold=0.90291018574395776 0.93086920090416481 -0.0091970151936241838 0.02830290288177981 1.7948285065190877 0.058753974779601245 0.071630717958247159 -0.43064906721491653 -0.10118920024851298 0.0040030455552892289 0.53955984487920927 0.079751036574281051 -0.21359154426456745 0.15165003023782567
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 11 5 -5 -4 10 -2 -8 -9 -3 12 -1 -13
right_child=1 6 3 4 -6 -7 8 9 -10 -11 -12 13 -14 -15
leaf_value=0.042056304158351654 -0.095887367484671596 -0.012007447576447778 0.081313901151424339 0.010159531032249714 -0.0092191765337424555 0.011401406303832981 0.058105261937808683 0.106234061986509 -0.030338157102521197 -0.065107029476963202 -0.078540981708360935 -0.04847441559558776 -0.076599623774942102 0.06862079941206646
leaf_weight=5.1400158839533097 6.1590990484692147 34.700055740133394 80.719524631189415 2141.6374635121028 2966.9819878609633 962.88575747532741 24.732044170319568 29.732641372975195 68.956599971046671 5.3885918161831787 127.59747000361676 6.4131792314001386 73.625394719361793 9.7187435374871693
leaf_count=1402 26 741 2835 19962 35017 33020 132 411 303 160 639 1986 55253 1412
internal_value=0 -0.0298589 0.00110119 0.00194186 -0.00109523 0.0168089 -0.0433353 0.0537109 -0.00699075 0.0799455 -0.0643158 -0.0533995 -0.0688565 0.0220701
internal_weight=0 297.267 6247.12 6152.22 5108.62 1043.61 255.986 41.2803 93.6886 35.1212 162.298 94.8973 78.7654 16.1319
internal_count=153299 2412 150887 90834 54979 35855 1815 597 435 571 1380 60053 56655 3398
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=15
num_cat=0
split_feature=34 176 9 10 167 178 163 152 72 41 170 129 38 56
split_gain=25.3937 64.7748 88.137 64.7269 60.5679 52.3196 64.5939 46.4066 80.3025 50.5363 38.5498 38.1365 32.6381 29.2414
threshold=-0.019254593485315028 -0.035968588151835387 -0.061864023286493382 -0.18515368269197022 -0.15772609649929883 -0.1393554961932886 -0.25450599355677223 -0.037583167396713565 0.078085312412061361 0.025671376624928386 1.5910035230177735 1.0153917159429611 17.903822701160944 -0.1458681653730563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -4 10 12 9 -9 -1 13 -8 -7 -2
right_child=5 2 4 -5 -6 6 11 8 -10 -11 -12 -13 -14 -15
leaf_value=0.011283675263706137 0.14086640932238634 0.099856855322649749 -0.05309687830969817 0.02010832364768295 0.016565494432396306 -0.060321864687493898 -0.055529285430707211 0.074152515374722561 -0.028120935947190395 -0.089207519269791646 0.27391681381136967 -0.0031013767334460447 0.16182150999330747 0.016982116875628315
leaf_weight=1366.4288615435653 19.988841381738894 213.19159837835468 144.37759856274351 194.74142974385177 920.84781896836648 288.32364633196266 146.71593742175901 83.334053700731602 974.9702003475104 51.94586305716075 6.2010828987695268 2553.6200600198499 6.7691866159439078 407.01772365751094
leaf_count=19906 372 1332 1281 2451 13700 5793 20645 1034 15605 380 40 63868 8 6884
internal_value=0 0.00565583 0.0222602 0.061786 0.00712366 -0.00610658 -0.0108043 -0.00422068 -0.0200676 0.00760333 0.0263762 -0.00594991 -0.0552261 0.0227813
internal_weight=0 3949.84 1473.16 407.933 1065.23 3428.64 2995.43 2476.68 1058.3 1418.37 433.208 2700.34 295.093 427.007
internal_count=153299 55689 18764 3783 14981 97610 90314 36925 16639 20286 7296 84513 5801 7256
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=15
num_cat=0
split_feature=16 59 115 131 77 77 1 155 21 139 87 67 89 106
split_gain=25.1848 24.3945 46.6379 44.5115 35.8178 32.8618 28.6014 22.0116 16.3724 17.437 17.4599 11.3276 7.90034 5.23615
threshold=-0.59460613015853614 0.8412450540096621 0.59978446118075845 -0.60240711151881332 -0.35001894746980361 -0.25638086410877653 0.061253787125551774 -0.43485772499923581 0.039544299841839055 -0.058414707133075387 0.17027657492041978 0.13586837269853894 -0.043476586017264673 0.34658042279009188
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 7 -6 -4 -2 11 12 -11 -1 -10 -13
right_child=1 2 6 -5 5 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=0.061382002036106331 0.25073288627305185 0.36575491778222424 -0.053956535589270598 0.040282819332777053 0.032786659038411013 -0.0014936304030812436 0.015777910813081018 -0.054375446453140491 0.1222304289447179 0.089944921044553164 -0.071505042045675801 0.27927162463804578 -0.11372646988820662 0.12851189053789858
leaf_weight=9.5167917605722341 2.4026149767450979 4.2570932102389625 101.06217587110586 324.05515579404891 287.28438934707083 10512.016143345172 140.69822712801397 149.13889936124906 1.6607048087753344 35.449251180281863 8.2588711351854709 5.4824157264083606 9.7493710254784656 3.973491920158267
leaf_count=319 68 77 1768 2535 2520 139818 3393 1302 21 511 785 26 133 23
internal_value=0 -0.000209288 0.0199586 0.0445031 -0.00125918 -0.000581702 -0.0133729 -0.0495381 0.0582803 0.0307005 0.0594381 0.138403 -0.0793836 0.21592
internal_weight=0 11520.9 570.073 328.312 10950.8 10799.3 241.76 151.542 74.0909 55.1182 43.7081 18.9727 11.4101 9.45591
internal_count=153299 151481 7773 2612 143708 142338 5161 1370 1818 1450 1296 368 154 49
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=15
num_cat=0
split_feature=163 176 148 9 67 14 177 157 121 151 131 96 84 123
split_gain=31.3248 32.0275 93.1126 178.303 38.9763 43.0538 33.0534 31.1077 12.0555 25.8367 228.283 18.4371 1.17305 1.09633
threshold=-0.19780802911446732 -0.10156196426868322 0.26960586163341166 -0.24847534314734523 0.0018882506366392656 0.46410526816043307 0.86912865876580081 1.0489165080811091 -0.10359374133833711 0.11396816427955118 -0.071894280637908412 -0.0007614039000197972 0.009893121606713514 124.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 12 11 -11 -10 13 -1
right_child=1 4 3 -5 6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.33632579823374037 0.0078100038043687359 -0.058489644064502078 1.6589311722452351 0.15264359688747808 0.0032675821981874259 0.028913013993289244 -0.021814319522230133 -0.42718322361159455 0.019309220332333506 6.3753455776827135 -0.019915560959998753 -0.073111347376014824 -0.082931012280794303 -0.11904365208406423
leaf_weight=0.23968370724469323 107.72030782288493 217.42876028839964 0.80364234588341688 35.508483476849506 6788.6989636723883 76.079071358079091 569.48119961057091 1.6694824205187604 39.49122105006245 0.061957579979207367 0.56306655265507188 47.605240218610561 37.345810640115815 7.453690846250538
leaf_count=3 8089 32079 205 1016 63975 3800 6352 87 2323 10 149 3453 30297 1461
internal_value=0 0.000785337 0.0472297 0.18598 -9.90459e-05 -0.0358343 0.00132639 0.00117123 -0.048201 -0.0266087 0.614036 -0.0312061 -0.0902559 -0.125813
internal_weight=0 7797.39 145.702 36.3121 7651.69 293.508 7358.18 109.39 132.761 87.7215 0.625024 87.0965 45.0392 7.69337
internal_count=153299 115603 9397 1221 106206 35879 70327 8176 37696 5935 159 5776 31761 1464
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=15
num_cat=0
split_feature=74 72 158 77 73 125 159 163 24 129 168 155 5 62
split_gain=31.1978 56.2153 52.736 43.1674 42.7494 38.2114 32.2637 23.3423 27.2663 21.5385 17.7339 14.9365 13.5765 9.81032
threshold=0.68045172609272531 0.64229279700883146 -0.17162096916694566 1.0042258330278211 -0.028702046061476711 0.61500917423869961 0.065832134063205414 -0.30040262053043604 -0.024721245099005768 1.0160041339892745 70.443031392076847 -0.26938053020051883 0.37307309963828755 0.67963453029108845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 -5 11 8 -8 -3 -4 -2 -9 -13
right_child=6 2 10 5 -6 -7 7 12 -10 -11 -12 13 -14 -15
leaf_value=0.0087762022949625026 0.20216828983315374 -0.096003065753828595 -0.01383247055073885 0.08667091460311048 -0.0091907918721505829 -0.010797012897057881 -0.0762853419313025 -0.059597945648252985 0.025662686313755484 0.080169892489269423 0.098209506574293851 0.067661897934473775 -0.0096317179653727849 -0.033628839063291213
leaf_weight=2181.8552474975513 5.9277610704302779 7.1953620371641582 144.53195518464781 104.2518219849444 3369.2331719056237 65.490025244071148 34.663963274098933 236.30127392930444 107.87885936489329 195.27332938089967 15.657079439202787 27.678505356539972 70.634395265486091 14.608631104230879
leaf_count=66804 33 354 4009 972 66873 782 143 7498 672 1821 246 149 2890 53
internal_value=0 0.00181042 0.0399901 -0.000609879 -0.00212886 0.0490657 -0.0242305 -0.0325695 0.000870679 0.073909 -0.00288135 0.0535087 -0.0480993 0.0326697
internal_weight=0 6083.49 362.658 5720.83 5551.09 169.742 497.693 449.478 142.543 202.469 160.189 48.2149 306.936 42.2871
internal_count=153299 141861 6430 135431 133677 1754 11438 11203 815 2175 4255 235 10388 202
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=15
num_cat=0
split_feature=118 94 79 76 140 13 86 118 109 168 154 148 158 131
split_gain=27.0292 33.7995 30.6917 38.218 25.8508 24.9726 27.0926 26.0033 23.4632 15.9202 14.9775 14.2501 14.1264 12.4983
threshold=1.091361146532589 1.8914387756536135 2.0318978748213996 1.2379185703006073 1.1127549148559923 -0.14929131120461772 0.071903331554763139 11.6658839257371 0.26335207450628151 28.792665213145124 0.1537587301290689 -0.63432642741804435 -0.44462104762107058 0.13691098949934574
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 -7 -4 13 12 -11 -6 -3
right_child=4 9 8 -5 10 7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.00030726973110200797 0.11442293492557286 0.075754785638794966 -0.053620085362707209 -0.033154155649560334 0.014394996872965048 -0.016789795832289213 0.032366691637482611 0.08209364935590896 0.056322146902238336 -0.31595516873881685 0.091612421720708825 -0.085638183957471581 -0.20112710493504907 -0.11329165068561281
leaf_weight=5475.037539350782 51.20284059379992 10.97953843791038 22.47726197168231 378.7285202529747 4.309393886011093 149.66258213781111 187.88242200453533 32.340482832747512 142.31793257314712 2.8381118876859537 3.5359691074118009 50.243689673021436 10.334303027018906 5.1316855708137146
leaf_count=145914 621 146 112 2382 30 1160 1491 196 843 14 74 225 40 51
internal_value=0 -0.00203317 -0.00123423 -0.00243241 0.0236519 0.0286924 0.04994 0.000780998 0.0413266 -0.0715263 -0.0931005 -0.0979525 -0.137703 0.0155404
internal_weight=0 6087.75 6018.56 5853.77 439.268 421.088 239.085 182.003 164.795 69.193 18.1797 53.0818 14.6437 16.1112
internal_count=153299 149687 149251 148296 3612 3468 2112 1356 955 436 144 239 70 197
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=15
num_cat=0
split_feature=75 142 59 100 158 157 74 59 68 170 118 157 71 126
split_gain=26.648 27.7406 59.6698 53.124 44.3248 39.8918 51.7884 21.2991 20.2749 64.0531 28.0155 27.0362 14.059 11.0861
threshold=2.0741857923541718e-05 0.21872437752922519 0.20839520968188682 0.021058404354245153 -0.18619870530515087 -0.48460558049032953 0.71328260067350369 0.014482645618375209 0.33503660365799309 0.57598687083565936 0.047510116301929368 -0.22547823389662172 -0.24758119654030106 0.91519225920123437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 9 11 -11 -1 -10 -14
right_child=1 5 3 -5 -6 6 -8 -9 12 10 -12 -13 13 -15
leaf_value=0.5422208161923382 0.005254906721332761 0.055723543737735297 0.077485542816930861 0.014678786630826496 -0.013743440064404283 -0.022231068911243091 0.028385381703238784 -0.081345377637152799 0.57594597935749092 1.8488547063828602 0.60491245079945655 0.052965220750176227 -0.086770910707910487 0.12495892305664119
leaf_weight=1.407051747664809 3419.4121418660507 12.594365026801823 166.15738930288353 710.70782633736962 1916.2499724995432 717.43875270696299 281.43222071684431 113.51883787650149 0.45059044065419662 0.31081894203089167 0.43364491366082802 5.7252309032774091 5.7052207821689045 4.3649472423130646
leaf_count=6 38557 118 8288 5137 72513 24623 2075 780 6 14 27 225 842 88
internal_value=0 -0.0002117 0.00240481 0.0265801 -0.00156816 -0.0146609 -0.00796987 -0.0676569 0.120291 0.241616 1.12427 0.149485 0.0294568 0.00500408
internal_weight=0 7337.51 6212.53 876.865 5335.66 1124.98 998.871 126.113 18.3975 7.87675 0.744464 7.13228 10.5208 10.0702
internal_count=153299 152091 124495 13425 111070 27596 26698 898 1208 272 41 231 936 930
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=15
num_cat=0
split_feature=63 70 77 72 139 82 130 82 96 131 2 106 150 49
split_gain=24.1836 22.5626 33.9075 53.7178 33.2611 19.5262 17.0441 22.8105 16.1995 26.129 16.1452 15.3517 6.3501 3.76124
threshold=0.0077024414652374432 0.95454456445427327 0.17949502320207208 0.18621156487690624 -0.020949757489479071 -0.080420817245519235 0.2087088266052016 0.71399966457916186 -0.017610477550935377 -0.015439600356491752 0.12432999449888722 0.50385891104659042 0.56665886509123176 -0.10335413663663855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 12 10 -8 11 -10 -3 -7 13 -1
right_child=1 6 3 -5 -6 8 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.044996189140144111 0.0024964192506346816 -0.03914131982903276 -0.031320740118934098 0.020866568256287882 -0.0099509527643006912 0.11212050658188695 0.077620354027008204 -0.024105245112054332 -0.051339593976223154 0.11211659178985654 -0.13328492912885578 0.33445951995770845 -0.085460806611409396 0.117078213708091
leaf_weight=2.5863871867768466 6317.0655384199927 99.232049516227562 228.55077593630995 1439.5764498666831 3251.8294940174819 12.383347563212739 26.760036763327662 125.05797567192349 15.63339466950856 26.11774018604774 22.312384500633925 4.1449110694229594 10.600677611422723 3.2077068641083342
leaf_count=26 69992 3810 5146 21427 49509 123 216 2473 105 165 122 28 113 44
internal_value=0 -0.000130623 0.000559924 0.0137164 -0.00173361 0.0569619 -0.0285167 -0.00617469 0.0840838 0.0509117 -0.0564236 0.167878 -0.0394496 0.0447309
internal_weight=0 11510.4 11237 1668.13 9568.9 74.6742 273.362 151.818 58.2794 41.7511 121.544 16.5283 16.3948 5.79409
internal_count=153299 152695 146074 26573 119501 604 6621 2689 421 270 3932 151 183 70
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=15
num_cat=0
split_feature=160 130 163 148 130 138 10 16 103 112 80 34 4 116
split_gain=33.6393 31.2774 31.1856 32.2837 9.91127 7.48818 13.8364 7.3985 5.03875 4.22445 3.97211 3.30721 2.40286 2.26073
threshold=-0.22684958184035306 1.0031033445763398 2.5282767802670771 0.60268290887629961 -0.44653352772752691 0.13385134780890867 -0.2182608308614031 0.17375013981948884 -0.037312613029091758 -0.3495863867610402 0.077250376448435951 0.65295103998990045 0.097859533531754486 0.73301639711251221
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 13 -8 12 -7 -10 -11 -3 -1
right_child=1 8 4 -5 -6 9 7 -9 10 11 -12 -13 -14 -15
leaf_value=-0.13428930008933537 0.0026886542097459953 -0.12431204914445125 0.02602848884832747 -0.031627263866338046 -0.089748493105575811 0.031316590566854673 0.15381490593203961 -0.0044848180039623277 0.077235328228575095 -0.081515603023546754 -0.097436680008596843 -0.18369245381120283 -0.25649848489534127 0.10247640888755197
leaf_weight=6.9663559940927398 7467.8174945213977 2.6362823117524412 8.7055947587941755 284.6008569787009 49.080979414226022 3.1596945279306956 4.5353195939096613 8.4595411041955213 1.3952522733015964 55.008637282400741 19.456001315411413 3.3613607594888881 2.8746829330921173 0.428064465522766
leaf_count=540 111684 47 153 3593 1039 177 70 170 31 35330 263 192 9 1
internal_value=0 0.000516277 0.000883316 0.00142887 -0.0723066 -0.0638991 -0.0113776 0.0507632 -0.108225 -0.0813033 -0.0857486 -0.0873997 -0.193264 -0.120583
internal_weight=0 7836.57 7810.2 7752.42 57.7866 81.919 20.3893 12.9949 26.3622 61.5297 20.8513 58.37 5.51097 7.39442
internal_count=153299 116819 116469 115277 1192 36480 781 240 350 35699 294 35522 56 541
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=15
num_cat=0
split_feature=77 68 164 122 151 115 174 5 11 13 11 149 13 42
split_gain=30.7883 32.4154 43.7278 36.3841 28.6993 28.0181 24.8515 16.584 8.391 8.18032 5.25243 1.57061 0.928245 0.381302
threshold=-0.19474822120652216 0.9380744906613252 0.88448404353769583 0.084047333255441656 0.29151324806347451 0.46802994028246586 0.046839661272485365 0.0038691341286978881 -0.24516303086079991 -0.21625778030228529 -0.10386544178827198 0.12365446310283359 -0.2130019895004093 6.3311870030978836
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -3 -4 10 -9 -10 11 -1 -12 -6
right_child=1 4 6 -5 13 -7 -8 8 9 -11 12 -13 -14 -15
leaf_value=0.10209957616290727 0.0015785405427520948 0.069752196427983512 0.29258811526194434 -0.022466131163555784 -0.082696965565069558 -0.0058105323166593873 0.071870333795742466 0.15379114465914245 -0.10252453656765222 -0.042675371562368704 0.11607983577312542 0.21900468973185508 -0.088179298741312445 -0.11474232566075071
leaf_weight=2.426584641856607 5476.2467519402562 154.13196262068232 6.217185896501177 711.03445404567901 8.2126476512494246 71.990171108947834 28.420759716973407 1.7138588363304723 41.414908224949613 50.913461878946691 0.26776325702667225 2.1831208174698986 1.3156972295691947 6.7772622324409886
leaf_count=29 93387 1526 181 43582 403 3642 1390 7 236 8462 1 14 324 115
internal_value=0 0.000836745 -0.000557389 -0.00118464 0.0368125 0.0456954 0.111487 -0.0550134 -0.0654516 -0.0695214 0.10349 0.157465 -0.0536391 -0.0971854
internal_weight=0 6463.03 6221.92 6187.28 241.112 226.122 34.6379 100.235 94.0422 92.3284 6.19317 4.60971 1.58346 14.9899
internal_count=153299 144226 138540 136969 5686 5168 1571 9073 8705 8698 368 43 325 518
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=15
num_cat=0
split_feature=136 10 127 139 77 106 96 127 55 29 100 89 161 38
split_gain=27.6617 44.3295 59.9386 53.2329 51.5359 59.0149 49.1895 40.2259 28.6865 61.3892 30.7243 18.2109 10.4163 15.3729
threshold=0.031084057080217838 -0.34365442541868901 -0.0093006989376080099 0.56465912122509732 0.20383926536452465 -0.13013944673420397 0.40845709672054953 -0.046701096810113508 0.021952442475151775 0.02830290288177981 1.2196256517679294 0.3519047371256932 -0.4287648074683848 0.19594833321481472
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 11 -4 5 -3 -6 12 10 -10 -9 -2 13 -1
right_child=1 4 3 -5 6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.082586865675084123 -0.087050138925942433 0.039570723714366984 0.10735583218318144 0.011781816456751679 -0.02936489729352515 0.0024282827926479528 -3.1281808904023165e-05 -0.045602948639234017 0.041783257229015248 -0.04282671166863513 0.070837447504865092 0.073686454064214021 -0.078822096175745621 0.37907071676466392
leaf_weight=1.7178050540460383 40.967956869368209 515.28496463425108 122.16334245400503 111.43893104355084 899.566105365986 2519.0578871794278 1568.3038114741503 232.03837156638838 224.2075155350467 138.86482482979773 25.113308482337743 8.5132951696868968 109.02883417126213 1.2433914840221403
leaf_count=731 668 4016 1114 692 6357 35573 12950 35383 13481 3516 138 63 38614 3
internal_value=0 0.00199323 0.040585 0.0617627 7.71657e-06 0.00873572 -0.0107237 -0.0186368 -0.00867699 0.00942235 -0.0342314 -0.0593953 -0.073796 0.111261
internal_weight=0 5785.3 283.084 233.602 5502.21 3034.34 2467.87 732.214 620.224 363.072 257.152 49.4813 111.99 2.9612
internal_count=153299 61433 2537 1806 58896 39589 19307 91866 52518 16997 35521 731 39348 734
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=15
num_cat=0
split_feature=15 71 66 73 99 110 148 16 126 117 145 25 10 152
split_gain=25.8499 34.173 40.2347 37.9799 36.0719 35.8168 35.2841 28.6722 26.3667 37.5651 38.6406 36.7734 35.4781 47.1189
threshold=1.2726055530999474 2.0296040880678241 15.797282758489095 0.22005352583424395 0.62908966031056979 0.06236441525242279 -0.29529576821092135 -0.24868696419732653 0.92303208387788949 0.82509887965788631 -0.27701258090612457 0.12751196164578191 -0.37086494639307144 -0.1072617387001223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 -4 -1 -5 -3 12 10 -10 -11 -2 -14
right_child=8 2 4 6 -6 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.0037339933059020122 0.02164389276669831 -0.027447743025424472 0.49262997182428336 0.040154002203200902 -0.081323783637419975 0.036943679746887829 -0.015017833954414021 0.11787333154063478 -0.01649277143656145 -0.020895558519169188 0.021563570278282831 0.01090915838692816 -0.00026302048708704142 -0.030685643057543045
leaf_weight=343.70916537979065 283.26087808219017 23.140304223517887 4.0954494944307944 136.15438614110462 1.494618357857689 584.66401662884164 779.84004712177557 32.852362295845523 339.92267202337098 939.99088477209443 1240.3220293414197 592.80405385093763 976.50931861122081 1063.6037445549882
leaf_count=19467 5115 291 49 1589 75 7963 9678 148 5529 15166 13958 6214 22355 45702
internal_value=0 0.0100764 0.0833555 0.00762964 0.339172 0.0218837 -0.00681703 0.0578159 -0.00345788 0.00255855 0.0133774 -0.00859518 -0.0115192 -0.0161237
internal_weight=0 1905.95 61.5827 1844.37 5.59007 928.373 915.994 55.9927 5436.41 3113.04 1580.24 1532.79 2323.37 2040.11
internal_count=153299 39260 563 38697 124 27430 11267 439 114039 40867 19487 21380 73172 68057
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=15
num_cat=0
split_feature=119 63 154 22 53 109 169 167 179 14 97 125 92 54
split_gain=22.4066 22.5907 21.796 55.6451 50.3989 19.3895 16.3768 12.5766 13.7663 10.127 9.90964 6.96118 6.48199 5.21681
threshold=1.7544349884497434 0.0077024414652374432 0.02163570430631008 0.069313770489386264 0.0038664814187352099 -0.2827466812133706 -0.021767574364120367 0.1935665876764166 1.6175250691389758 0.31412547222143794 -0.022844001583268752 0.42126567095479062 -0.034188402860806759 9.0538731086958339
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 12 11 8 -8 -9 -7 13 -1 -2
right_child=6 2 3 -5 -6 10 7 9 -10 -11 -12 -13 -14 -15
leaf_value=0.034833699516609896 0.098727438638762863 -0.026681193921317198 -0.01231046373050502 0.01307205219893416 -0.00010190730924556051 0.12860367729157537 0.0092468775369389817 -0.08175057416149617 0.37723940614772444 0.040760249416555178 0.04454131806855112 -0.28444326050813151 -0.09251051190647408 -0.11751908476738038
leaf_weight=6.8610216404777047 1.1900325773167484 804.13031278796552 1201.7064421134128 3070.562179103581 6322.9053035294637 26.487861631554551 32.510070279240608 37.657772139820736 1.0493908876087505 8.2201778423041088 29.800929791410454 2.4084235586342393 9.5760073730489221 17.834889518067939
leaf_count=55 35 22176 23908 45729 59092 253 635 711 10 91 243 38 46 277
internal_value=0 0.000639155 0.000284708 0.00593244 -0.0031008 0.0561963 -0.0466985 -0.0257687 0.0207539 -0.0597997 0.0840986 -0.124269 -0.0393554 -0.103993
internal_weight=0 11472 11399.3 4272.27 7127.04 72.7258 100.871 79.4374 33.5595 45.8779 56.2888 21.4333 16.437 19.0249
internal_count=153299 151502 150905 69637 81268 597 1797 1447 645 802 496 350 101 312
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=15
num_cat=0
split_feature=160 24 58 160 158 157 110 58 138 10 119 157 119 148
split_gain=30.0983 29.8193 44.5369 36.282 45.908 40.2361 34.0941 31.6079 7.10226 12.1936 8.38778 4.1967 3.22265 2.01152
threshold=-0.22684958184035306 -0.047197896753159843 0.017399768070087002 0.04323632441563028 0.36695103905475485 -0.51492882445255639 0.4626796486190044 -0.049421504735732619 0.13385134780890867 -0.2182608308614031 0.042578487580072759 0.62105033022453959 0.7064048267169315 -0.71934604159821836
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 5 -5 -3 -4 -2 9 13 -11 12 -10 -1
right_child=1 3 6 4 -6 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=0.098640757611652377 0.022136969523095913 0.074561997249381964 0.015404192844807083 0.0085348472562301828 -0.016077188936225378 -0.017379292778355992 0.086962910352444148 -0.036597497371938549 -0.091583100527593525 0.11918042349211166 -0.040691004017790529 0.05332859447466113 0.0040092519470761381 -0.13056475147520477
leaf_weight=0.40641609313024751 134.21003644552547 48.929952170001343 1557.5105349478545 2961.6222946140333 1018.4955819248571 1749.4522728347874 69.554866940481588 288.75497562755481 51.816301141065196 7.1478845456731488 6.0674470005760668 2.2806530942907548 3.7842471359617766 6.6146131132700265
leaf_count=8 7125 761 14833 37669 12384 36675 439 6933 33163 81 159 17 2519 533
internal_value=0 0.000586406 0.0109482 -0.00308964 0.00223673 -0.0148778 0.0184632 -0.0179606 -0.0617947 -0.0107998 0.04578 -0.0796235 -0.085077 -0.117297
internal_weight=0 7828.53 2050.03 5778.5 3980.12 1798.38 1627.07 422.965 78.1176 20.2364 13.2153 57.8812 55.6005 7.02103
internal_count=153299 116819 29330 87489 50053 37436 15272 14058 36480 781 240 35699 35682 541
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=14
num_cat=0
split_feature=92 73 86 172 154 122 8 166 169 73 137 79 19
split_gain=29.6005 40.068 55.803 40.0266 29.6562 28.8429 28.4094 41.7295 23.5049 20.0941 4.71018 3.42103 1.54515
threshold=1.6083619758441832 0.38209365234508169 0.64474592658881769 10.660490899211412 0.074672448210673967 25.847379911194921 -0.39684561720157063 -0.37600665194342359 -0.17036579616038597 0.72321016234860835 9.7631762897414855 1.3841092154026116 -0.17553194902028366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 8 11 -8 -2 -10 -7 -3 -12
right_child=5 6 4 -5 -6 10 7 -9 9 -11 12 -13 -14
leaf_value=-0.0012867277471285533 0.46474843463442295 -0.093746547925569329 0.076263366374087843 0.074389616979149212 0.013231235633291061 0.15058071983529106 0.037087235453297472 -0.024054430155360747 0.090526013548046236 0.012353396927940092 -0.023416672996138758 -0.0016258979991267998 -0.096039376022166237
leaf_weight=5044.3558541242601 1.4176571518182743 54.742545383604011 146.88412915793015 70.874077276472235 151.7690435978584 0.91630645678378897 129.93412889167666 792.26642195117893 73.169702446437441 59.719878247007728 3.6508090930292427 4.3517400259152046 14.833056183764707
leaf_count=123559 8 193 940 2545 1692 16 734 20576 810 1707 155 70 294
internal_value=0 -0.00115494 0.00221496 -0.000238194 0.0442318 0.0432529 -0.019747 -0.0154398 0.0597165 0.0553957 -0.0707246 -0.0869627 -0.0816954
internal_weight=0 6395.18 5413.88 5115.23 298.653 153.707 981.295 922.201 134.307 132.89 19.4002 59.0943 18.4839
internal_count=153299 150309 128736 126104 2632 2990 21573 21310 2525 2517 465 263 449
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=15
num_cat=0
split_feature=16 139 69 58 77 86 163 139 121 159 38 179 14 164
split_gain=27.4815 59.1081 51.8904 62.7255 48.1509 62.3644 54.8388 49.8989 47.4127 43.9103 40.9687 37.4528 33.6145 33.5813
threshold=-0.25686267968557042 0.15391560812936553 0.005644677343648606 0.076982181595804014 0.11056893070712125 -0.022135817628534813 -0.33547549815739669 -0.11232217169879728 -0.11100397214680556 0.10963254808593313 17.903822701160944 -0.05970340497508464 -0.28147761924134213 -0.26463032340756087
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 11 -7 10 -9 13 -2 -6 -11 -3
right_child=4 9 -4 -5 5 6 -8 8 -10 12 -12 -13 -14 -15
leaf_value=-0.081073095603271306 -0.017529695873733389 0.09026332845485599 -0.038055423778421034 1.4405705255382406 1.0440215982343664 0.026747474119779596 -0.019482362976573887 -0.038059115844587696 0.019934584763274189 0.0125078172032255 0.12869354820603746 0.18384414680498279 0.051741295010186275 -0.049105506431678068
leaf_weight=0.55976831763109547 831.35145411964913 20.223297013391857 213.31577933134395 0.52497089651296847 0.53231807583506352 289.26851564776007 2271.4868340651883 153.77324786565805 1693.4069463787746 449.79437836619763 19.613089146092534 10.310468746465629 424.45890929661255 119.14880940008152
leaf_count=237 48332 923 12550 68 125 6151 22468 22006 26628 5867 66 253 5944 1681
internal_value=0 0.0131558 -0.0345472 0.655342 -0.00345554 -0.0132468 -0.0142601 0.00587649 0.0151068 0.0232458 -0.0141595 0.226074 0.0315561 -0.0288827
internal_weight=0 1228.03 214.401 1.08474 5269.74 2571.6 2560.76 2698.14 1847.18 1013.63 850.965 10.8428 874.253 139.372
internal_count=153299 27270 12855 305 126029 28997 28619 97032 48634 14415 48398 378 11811 2604
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=15
num_cat=0
split_feature=144 130 142 153 14 65 82 149 49 106 22 22 172 71
split_gain=25.3519 24.4603 27.3561 49.7455 36.1143 25.331 35.5326 18.2088 18.0465 12.7007 11.058 9.07279 6.93869 0.679474
threshold=0.049652987177077952 0.78311061106927837 0.28775010764251796 0.0018179657934854516 0.53090955071638668 -0.0038064280761213125 0.21870318250188445 0.26484172278506424 0.10214459237918579 -0.25483739006787748 0.055407114794724134 0.15953185352309171 0.24454916874701421 0.55214547030903527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 13 -7 9 -9 12 -10 -11 -1 -3
right_child=1 5 4 -5 -6 6 -8 8 10 11 -12 -13 -14 -15
leaf_value=-0.09799095376716653 0.080891103443441165 -0.08739004701907048 -0.021422337981040186 0.00080553856724288142 0.086890939834071257 0.09235226466256434 0.014878651128979518 -0.086937453632166539 0.01961657744887077 -0.081693936860163296 0.16718816124136981 0.13439279186072067 0.077966519013460592 -0.1952905471804959
leaf_weight=3.0028123751981175 78.592621838382911 16.821427654533185 815.85090068448335 5911.0582778157695 31.990406037803041 76.646184473764151 260.07824318413623 10.270478267862925 13.836694690806327 87.435086528072134 8.0213778419420105 1.9872150234878052 8.8348837859230098 0.60459041595458884
leaf_count=70 1065 600 20399 121084 3564 310 840 669 137 4441 28 10 81 1
internal_value=0 0.000803883 -0.000523398 0.00185637 -0.0173355 0.0264293 0.0325134 -0.0431945 0.0223981 -0.0640062 0.0737717 -0.0768919 0.0333322 -0.0911336
internal_weight=0 7191.64 6837.49 5989.65 847.841 354.15 336.724 133.389 32.1286 101.26 21.8581 89.4223 11.8377 17.426
internal_count=153299 147863 146112 122149 23963 1751 1150 5436 834 4602 165 4451 151 601
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=15
num_cat=0
split_feature=99 115 166 23 154 112 104 130 104 130 148 79 64 98
split_gain=22.3108 30.4759 36.7972 36.7304 29.3866 53.0097 27.5546 30.9657 29.4533 29.2725 25.108 37.3491 18.8175 15.6138
threshold=0.016727249745589614 0.31658961555150839 0.65123092562751095 -0.033841697255472071 -0.1800709357213082 -0.32178228255021213 -0.14915482590261991 -0.5245703608097716 0.83553347685335244 -0.21494492454956102 -0.57814091221464436 -0.12315944566844013 0.65038565673876869 -0.057332689775276287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 -6 10 8 -8 -9 11 -2 -12 -3
right_child=6 4 -4 -5 5 -7 7 9 -10 -11 12 -13 -14 -15
leaf_value=0.0047863483205672396 -0.0941752038101977 0.046975784999153482 -0.046295809363120638 0.037163928421929983 0.16761922015340294 -0.0071392537191961999 -0.049043449926320024 0.015173503555342284 0.12824828266894842 -0.0015732672544009809 -0.025993203011697275 0.12482936232888253 0.070887884529644549 -0.046727910427975236
leaf_weight=725.51054591941647 11.031686507281846 19.511343925725669 87.839912216295488 677.6342294375645 20.919682426610962 101.92424170253798 181.61940582643729 1212.2817696193815 9.8801238535670546 7508.0053296645783 744.27154389693169 26.47595066431677 20.603581182193011 200.69622223218903
leaf_count=6706 96 553 542 5926 454 1304 3416 16616 230 101749 9058 269 121 6259
internal_value=0 0.0103088 0.0164921 0.0204228 -0.0165651 0.0226212 -0.00171678 -0.000118682 -0.0398964 0.000754845 -0.0194663 0.0604161 -0.0233835 -0.0384254
internal_weight=0 1834.04 1490.98 1403.14 343.051 122.844 9714.17 8911.79 191.5 8720.29 802.383 37.5076 764.875 220.208
internal_count=153299 21744 13174 12632 8570 1758 131555 122011 3646 118365 9544 365 9179 6812
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=15
num_cat=0
split_feature=68 118 24 128 45 148 157 9 123 170 128 68 128 143
split_gain=31.7003 30.943 29.5673 43.2248 38.7348 23.1363 23.6015 16.4396 17.0655 16.8731 17.0141 9.68967 8.12506 3.03845
threshold=-0.012647143121177767 -0.33612702686557744 -0.015862000766743749 0.033964247262120453 0.14685018860869045 0.63648461525419453 0.93398493029820262 0.05614873479359421 359.50000000000006 0.071298145393621934 -0.12394560591222674 -0.23066230585580241 0.073757259700667446 -0.17649688506751304
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 9 12 11 -11 -1 -9 -10
right_child=1 2 4 -5 -6 -7 -8 8 13 10 -12 -13 -14 -15
leaf_value=0.20907073791119185 0.081544959760816396 0.015531637274689928 -0.018625173169445522 -0.011478974736819567 0.001478443949187596 -0.15027671392996478 -0.33365343126721125 0.065082335150996526 0.14023657637419246 -0.079630389480343011 0.026967144343987077 -0.068845064275752141 -0.11435830527753417 -0.084386738037498271
leaf_weight=1.2658499903991458 78.227468697892618 2181.5494327583801 1374.0851259564297 813.35888253129451 3168.215407676209 4.8688311502337447 1.3934642220847298 34.723844200692838 0.62895150270196509 21.759465178940445 48.010323550141038 140.34080996358171 2.7211390506854505 14.159231633064335
leaf_count=589 1469 20945 24077 7582 30552 23 12 593 12 393 3190 58694 67 5101
internal_value=0 0.00115728 0.000482667 0.00819608 -0.00460307 0.0613382 0.0742785 -0.0341151 0.0161215 -0.046529 -0.00627798 -0.0663607 0.0520423 -0.0748334
internal_weight=0 7621.7 7537.21 2994.91 4542.3 84.4898 79.6209 263.61 52.2332 211.376 69.7698 141.607 37.445 14.7882
internal_count=153299 84660 83156 28527 54629 1504 1481 68639 5773 62866 3583 59283 660 5113
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=15
num_cat=0
split_feature=64 137 118 115 148 159 157 155 13 52 149 157 76 35
split_gain=29.8954 53.7071 71.8832 45.5752 44.521 42.2549 41.8237 35.5155 33.1686 32.9042 35.0654 33.2398 32.4558 26.407
threshold=-0.015759716960331831 0.033190858519796217 0.11764534050858701 -0.068258236097528777 -0.30761572444379243 0.08545093096188508 -0.40573854645580809 -0.16090650802685261 -0.0082516849565828446 -0.060947696759247133 0.72250402606334885 -0.14204057818581389 0.022206574758017079 -0.11761093053106056
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 6 12 -2 -4 -6 11 -11 -7 13 -1
right_child=1 2 7 -5 8 9 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.33798103679784353 0.073220877502231177 0.0010207769814565574 -0.022119547992542406 -0.033469704344738747 0.025232909479387784 0.041732370427463493 -0.033612853246449019 0.017504343401520413 -0.019342153998036002 -0.032081854441544072 -0.24680958858675284 -0.030348120503639876 0.071490375066190992 -0.00058364028461398013
leaf_weight=2.3626072371844193 42.225283282110468 627.45077411393868 276.59550139433122 983.84010819722607 1705.4771048786351 134.161693461705 277.24175627270597 1241.6717160459375 185.04565069619275 707.6819675073275 7.687673777982126 122.29516909457743 89.624799635756062 127.78564538236242
leaf_count=108 655 5271 6219 27565 20920 2364 4945 15854 20891 37845 388 3675 3296 3303
internal_value=0 0.00310063 -0.00532723 -0.0200388 0.0150353 -0.0144172 -0.0194922 0.0102857 0.0208699 -0.0233722 -0.0343894 0.00735974 0.0251815 -0.00670848
internal_weight=0 5339.55 3129.56 1611.29 2209.99 1191.6 319.467 1518.27 1890.52 971.827 715.37 256.457 219.773 130.148
internal_count=153299 102320 54909 32836 47411 50979 5600 22073 41811 44272 38233 6039 6707 3411
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=15
num_cat=0
split_feature=28 158 139 92 101 131 128 70 21 151 104 103 75 2
split_gain=25.9752 26.0316 67.1174 37.7876 37.485 33.6932 24.0623 8.45612 1.96912 2.63367 0.80233 3.09503 0.0687256 0.00404536
threshold=-0.05110053461908793 0.30999351029433897 -0.29326177561327543 0.027034634194051697 -0.33533031973250488 -0.57762009188748553 -0.58622963908669545 1.0447133840459839 0.17333931486943599 -0.1973964729060009 -0.32299646141127419 -0.0035649262077168298 0.0161080256053063 0.88300408389717744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 6 -6 -2 -3 10 -10 11 -1 -12 -11
right_child=1 2 3 -5 5 -7 -8 -9 9 13 12 -13 -14 -15
leaf_value=-0.081666741666359621 -0.064710246648280956 -0.077361253854445769 -0.053239176642770093 0.056659522185964387 0.052238562044044201 -0.0025533030283109749 0.34610946016088528 0.17015532733531957 0.067464535268587991 -0.083863583081552923 -0.080920329713618191 0.17000892681466603 -0.098628965471120711 -0.095671068725768749
leaf_weight=2.2677559841613406 1.9895340448711065 58.070690242398996 35.232760101862368 279.36983464397781 114.39421876062988 5932.8403719177913 5.030972780310548 1.413871333003043 2.2490529995120596 1.9011439484747819 40.114754446422012 0.6228337287902822 2.3181802191902525 0.34242647886276234
leaf_count=1023 230 5000 11823 3202 2587 96510 63 4 35 274 32305 1 241 1
internal_value=0 0.000333107 0.0259334 0.0443518 -0.00124871 -0.00151682 0.229688 -0.0714781 -0.0721557 -0.00900715 -0.0784152 -0.0274383 -0.0818878 -0.0856657
internal_weight=0 6428.34 374.087 314.603 6054.26 6047.23 7.02051 59.4846 49.8161 4.49262 45.3235 2.89059 42.4329 2.24357
internal_count=153299 119419 20029 15025 99390 99097 293 5004 33880 310 33570 1024 32546 275
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=14
num_cat=0
split_feature=28 97 70 157 84 104 109 19 34 169 131 61 93
split_gain=24.3841 25.2059 36.0083 77.4898 45.1333 32.5921 53.9357 27.7689 7.89472 11.3666 0.0485354 0.0250794 0.00315489
threshold=-0.1389665012009548 -0.058499847897544241 -0.027322016264652547 0.26971624518507559 0.067052122301818159 0.085255792541389111 0.077132597682537843 0.09463432329768566 -0.051675048547500206 -0.0253757504180901 0.80393380798241287 0.066490769675673259 0.019390601759234637
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 9 12 11 -10 -1
right_child=1 2 3 -5 -6 6 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.081195389546357521 -0.015868937406087288 -0.041480033016997514 -0.00043137535974642217 0.083552467267179076 0.14305477758703686 0.38253883877108036 0.033026972115029932 0.060220626343817446 -0.083280543300627508 0.15143310235591023 -0.10878312118896707 -0.10192215307237316 -0.08699379937543586
leaf_weight=3.3377474876469932 96.214787072050967 304.58497703549801 6614.8417088259594 111.71886736557644 13.856757740431929 6.8980678864463725 12.266768123459768 95.639967012029956 43.464806436080835 3.7394829992845171 0.7781745056854551 0.73387509703752485 1.3053215168183667
leaf_count=553 4324 41615 84537 8965 277 152 390 3964 8314 29 31 116 32
internal_value=0 0.000427999 -0.000592053 0.00096348 -0.0334501 0.034483 0.158828 0.0220619 -0.0674203 0.021678 -0.084026 -0.0835901 -0.0828255
internal_weight=0 7256.02 7045 6726.56 318.442 211.02 19.1648 191.855 53.3594 8.38255 44.9769 44.1987 4.64307
internal_count=153299 144224 135394 93502 41892 8830 542 8288 9075 614 8461 8430 585
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=15
num_cat=0
split_feature=151 100 145 122 126 160 46 118 157 160 31 151 74 67
split_gain=22.0606 23.1068 20.4786 26.4856 29.7664 22.2192 17.7744 31.7397 11.5716 29.9924 10.0484 6.68246 1.56187 1.41518
threshold=-0.37549091009116259 -0.24527136302916749 -0.37503718275092784 -0.30071262667498333 0.99113767677233344 0.62828426915818592 0.17019236191083356 0.07192496964686973 -0.39139574681314648 -0.36945042569482434 -0.10863699556114016 0.33417041545327514 -0.093648786231294287 0.59582987399303711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 8 4 -4 -5 10 -8 9 -2 -3 -10 13 -1
right_child=2 6 3 5 -6 -7 7 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.059645286253927732 0.020231736253258161 0.045270540412154496 0.032258486598648911 0.0016504452025194868 0.22654222716123062 -0.01905980958678926 0.15061004652982718 -0.042773591770692607 -0.068325722897043584 1.6282087676867747 -0.060533381617244947 0.18065291482237578 0.10959660010884201 0.10036565989885526
leaf_weight=1.1421419521793716 14.54866948352719 9.5320640226127562 139.41983064601664 10524.504685454245 8.3587175612919946 544.85046286921715 12.694653569167711 25.607358927838504 70.09385374042904 0.11693077313247968 153.91810563681065 1.0948205040767778 11.38976838160306 1.0710574239492414
leaf_count=34 3239 378 2621 127945 145 6347 346 597 7511 11 4033 6 80 6
internal_value=0 -0.0314893 0.000820115 0.0011925 0.0432477 0.000631055 -0.0399948 0.0213206 -0.0478334 0.0330524 -0.0543631 -0.0644966 0.0946598 0.0177905
internal_weight=0 215.355 11303 11217.1 147.779 11069.4 201.752 38.302 85.8543 14.6656 163.45 71.1887 13.603 2.2132
internal_count=153299 5474 147825 137058 2766 134292 5354 943 10767 3250 4411 7517 120 40
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=13
num_cat=0
split_feature=106 115 95 115 59 10 81 119 78 142 18 144
split_gain=30.4625 28.8378 34.5845 54.9639 41.9068 20.6188 23.897 9.51232 3.78651 3.12009 22.4647 3.4423
threshold=-0.23378130616967349 -1.0000000180025095e-35 -0.0096639947483924821 0.093897664621082635 0.30172556207304774 0.029578244892115229 0.44650030203893992 0.53630215235696566 0.0036887513876484057 -0.08708338789749144 0.19359326881915626 0.068637333314568352
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 -1 10 -10 -11
right_child=1 2 3 -5 -6 6 -8 -9 9 11 -12 -13
leaf_value=-0.18217779063172956 -0.079195955729122025 0.018344267201819763 -0.032264659548634778 0.0006875331800032258 -0.013063818002828957 -0.023457830520760659 0.094690373935115466 0.0061871743702390323 1.1929304717113389 0.10546898400126314 -0.031948429726954122 -0.078825168655271921
leaf_weight=3.0882337669027029 88.238527756071562 1923.9480228364337 570.49117020298218 4490.6014392979268 545.19929313540342 148.19808497519989 19.355308452359168 15.312178615633455 0.15681007545208503 1.0360152842513333 3.3171979039470898 46.645183440785331
leaf_count=27 52259 13808 13620 34336 8534 13250 1127 5421 27 461 1586 8843
internal_value=0 0.000553075 0.00170669 -0.00302687 0.0114092 -0.0314899 -0.00980967 -0.0665702 -0.0746463 -0.0681546 0.0233403 -0.0748208
internal_weight=0 7801.34 7530.24 5061.09 2469.15 271.104 167.553 103.551 54.2434 51.1552 3.47401 47.6812
internal_count=153299 142355 70298 47956 22342 72057 14377 57680 10944 10917 1613 9304
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=15
num_cat=0
split_feature=20 16 73 95 137 90 8 137 115 73 169 155 174 167
split_gain=29.6672 39.6712 36.7043 41.3562 41.5975 40.5079 32.855 32.2671 30.8213 29.1723 24.77 22.7692 31.9822 29.8679
threshold=0.086196516429849296 -0.32492323206029006 -0.028702046061476711 0.84640364579467275 0.062983293367487397 0.020710271182496295 -0.2677983570310265 -0.081410417415485548 0.052758030485496453 0.54706434946758187 -0.16752771782486331 -1.0000000180025095e-35 -0.26804431292727016 -0.3300532205308333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 -4 7 -2 -1 -7 -5 -8 13 -13 -3
right_child=1 11 3 9 -6 8 10 -9 -10 -11 -12 12 -14 -15
leaf_value=0.042825945947985451 -0.11468659449982284 0.02707957038975255 0.0056519422914957868 0.073731006592897372 -0.018306192693134965 0.067460654370334355 0.099901900503973518 0.0010637821369017576 -0.00059599119727675161 0.0049069441701291711 -0.04169249171572003 -0.094060727769034957 0.004426872213886727 -0.038629971257338538
leaf_weight=223.40113445959287 62.14714764947712 86.281087269424461 1526.0509506249364 114.9186584178824 1380.0995183656923 230.06618404021719 14.031835913599933 1076.5745266879821 93.623767278084415 132.70760324236471 103.3700614261179 34.018110571370926 1072.2184340395033 348.90652482896985
leaf_count=9385 695 951 27987 1207 21227 3188 714 24980 2895 4822 7514 308 35337 12089
internal_value=0 -0.0114066 0.00390633 -0.00238284 -0.00572552 0.0161223 -0.0558922 0.00824062 0.047776 0.0368469 -0.0247692 -0.00622476 0.00139826 -0.0256023
internal_weight=0 1720.97 4777.44 3153.78 2906.15 1623.67 179.549 1299.98 323.69 247.626 117.402 1541.42 1106.24 435.188
internal_count=153299 57608 95691 55243 49214 40448 8923 34365 6083 6029 8228 48685 35645 13040
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=14
num_cat=0
split_feature=115 53 31 115 98 139 77 137 104 67 9 9 64
split_gain=25.3541 27.5829 52.4514 51.5647 42.8583 38.2308 34.8629 30.1211 7.82283 7.47751 2.04366 4.36894 1.59871
threshold=-0.19631000767281157 0.099846488029459626 0.49309978793380599 0.32481407878782625 0.70434023703504089 -0.040339610150481674 0.26141381844046691 0.20903257756980309 1.155617636358951 -0.17181022164389764 0.0084869885947409882 0.010493324499856486 1.5959902130645554
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 4 5 -3 -2 -4 -5 10 -10 12 -12 -1
right_child=1 2 6 7 -6 -7 -8 -9 9 -11 11 -13 -14
leaf_value=-0.087315715496669194 -0.03192789151283134 -0.012782622597216426 0.0155950061278161 -0.015503314222865664 -0.058652822210483506 0.0044768261164703903 -0.045894610636185385 0.052738211121789648 0.08666553850145059 -0.079455539018964363 0.25935852438847989 -0.085459867108501758 -0.26209863144032713
leaf_weight=43.201620675532467 314.16342553422146 961.39104465650598 843.01428843996837 80.883945534500526 258.45020189866773 3526.9290369009832 103.52996033275849 322.87226197076961 5.8062788262031972 5.0805527158081514 0.53354185141506505 1.1803442644013555 0.52974176406860252
leaf_count=11250 28106 28613 16848 842 1177 61553 525 4121 37 20 3 202 2
internal_value=0 0.000386824 -0.00879464 0.00507264 -0.0225012 0.00149928 0.00886947 0.0390675 -0.0669954 0.00914189 -0.0852348 0.0218839 -0.089433
internal_weight=0 6411.23 2166.39 4244.85 1219.84 3841.09 946.544 403.756 56.3321 10.8868 45.4452 1.71389 43.7314
internal_count=153299 141785 47163 94622 29790 89659 17373 4963 11514 57 11457 205 11252
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=15
num_cat=0
split_feature=20 19 81 1 112 71 100 99 14 68 53 127 55 17
split_gain=24.5158 48.3552 52.8516 52.7161 42.7655 41.4256 64.8274 50.797 34.5528 29.2082 26.6515 20.3428 17.3779 21.3504
threshold=0.33587347973120546 0.098182488358382447 0.052431904231289739 -0.12200493762161367 -0.17367305022073873 0.0084210087874202911 0.022453272666583372 0.10540913827345068 -0.50967288771712582 0.34452900334834463 0.14082149354047727 0.027310633405875969 -0.063368077460437724 -0.50104591447147151
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 -7 -1 12 11 -11 -10 -2 -14
right_child=8 2 4 -5 -6 6 -8 -9 9 10 -12 -13 13 -15
leaf_value=-0.036214147181206524 -0.10294689213195532 -0.027867532849637701 -0.071782188733517036 0.14606254359310664 0.015947682638516196 0.034462011832355643 -0.0039459161308377805 0.065730461802248938 -0.070181041348814713 0.10020571917066766 -0.089739929963305293 -0.021763520521333558 0.40365449211157839 0.088318744465607918
leaf_weight=565.58075150793593 4.0772731979377594 24.800042286748067 57.808236999742803 58.604490911500761 1431.6783852378867 491.80676913479692 4128.5908762829931 53.501152667362476 125.0260632034624 29.891301955212839 9.8116275769716577 283.65436115766352 2.3949757500086042 20.748689844505858
leaf_count=45850 109 246 4830 1685 22930 9818 40717 823 16151 243 410 9330 53 104
internal_value=0 0.00150364 0.0168805 0.0943451 0.0125428 -0.00311248 0.000142321 -0.0274041 -0.0219794 -0.0286206 0.0532652 -0.0365757 0.0874143 0.120951
internal_weight=0 6812.37 1572.89 83.4045 1489.49 5239.48 4620.4 619.082 475.604 448.383 39.7029 408.68 27.2209 23.1437
internal_count=153299 126899 29691 1931 27760 97208 50535 46673 26400 26134 653 25481 266 157
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=15
num_cat=0
split_feature=9 139 76 129 109 31 8 167 87 29 107 146 65 55
split_gain=21.2554 56.2341 73.217 49.5425 51.8655 46.8043 44.1419 33.7875 30.1026 27.9018 41.4796 25.834 35.0209 21.9911
threshold=-0.15764593251680309 0.14977941161919289 0.46506220009248977 1.0178582969391374 -0.039352689575131834 0.06630537205063361 -0.044396424000814075 -0.3447120196252012 0.086465036112713181 -0.034624817154714597 -0.24222751402666629 -0.27706118774449512 0.53509408371425704 0.40133937556790705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 8 -5 -4 -2 9 -3 10 -1 12 -9 -13
right_child=1 3 5 4 -6 -7 -8 11 -10 -11 -12 13 -14 -15
leaf_value=0.20949421437383917 -0.017284749415289805 -0.022495398087341328 0.11298173526734237 0.11711171254913109 -0.0045621025823394069 -0.021458100664080597 0.003928332127026762 0.055755880199580679 -0.063206731371069774 -0.040874048349014008 0.0023017226744809849 0.010836584988615375 0.61012799540676799 0.083999289654245024
leaf_weight=10.683116639527723 1139.8648363260436 755.53252948832233 95.168337084236555 36.653278280398808 792.78557153596194 35.576365527580492 7035.7652423827385 139.785602870601 239.1025336253806 189.79979820753215 101.13245169528818 872.20043021615129 1.148891567630925 43.114309493394103
leaf_count=488 16498 8735 905 399 9493 342 72944 3066 8719 13235 4945 13040 80 410
internal_value=0 -0.00133338 0.00215803 -0.0172324 0.000814718 0.0763999 0.000970756 0.0119902 -0.0322821 -0.0175291 0.0220974 0.0204195 0.0602751 0.0142828
internal_weight=0 10130.4 8306.37 1824.07 829.439 130.745 8175.63 1357.86 994.635 301.615 111.816 1056.25 140.934 915.315
internal_count=153299 118035 90689 27346 9892 1247 89442 35264 17454 18668 5433 16596 3146 13450
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=15
num_cat=0
split_feature=150 130 94 92 46 136 83 167 142 55 155 176 91 131
split_gain=29.4587 29.5355 33.241 51.819 37.3893 27.8242 31.0355 26.9024 19.2358 16.2524 15.8547 26.4625 10.8078 8.86303
threshold=0.32506816034137204 0.86311597225519654 0.012203406019985109 -0.0077849452429448367 1.1826503438755285 0.022965281169524687 0.27451144216486528 0.56004760260063591 0.33886856193146447 0.16371268167082381 -0.26500325527719382 0.42511779718715442 0.0084820078240164815 0.23068352264678813
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 7 -1 9 -3 11 -7 -12 -8
right_child=1 8 4 -5 -6 10 13 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.0077995735940625914 0.0068100551905104561 -0.086139120968410435 0.012821721760210356 -0.016070508036778872 -0.02889819340367656 0.042738009213009909 0.10946483256092579 -0.44622274250492966 -0.12068174781512285 0.069902106255460172 -0.0060471795787841757 -0.050483605087905531 -0.070641622243994881 -0.081972518663376542
leaf_weight=215.41537262651946 2128.0232989943124 12.994105192468853 2993.798229221049 1850.5990757412455 231.41802083307994 49.586024426476797 29.961182843595452 1.4087532113771875 32.294478588795755 13.725166717122191 30.986834210070811 78.908203592844075 157.87579914623348 2.6307539313202133
leaf_count=5532 48179 736 53998 37187 2573 317 264 17 178 180 572 667 2675 224
internal_value=0 0.00170632 0.0022835 -0.00383251 0.0098282 -0.0219648 0.0030282 -0.0106481 -0.0687507 -0.0059838 -0.0416073 -0.0145093 -0.0600436 0.0940124
internal_weight=0 7262.85 7203.84 3978.62 3225.22 566.773 249.416 216.824 59.0138 26.7193 317.357 128.494 188.863 32.5919
internal_count=153299 143031 141937 85366 56571 10268 6037 5549 1094 916 4231 984 3247 488
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=15
num_cat=0
split_feature=13 16 127 73 143 105 23 115 73 179 151 88 73 40
split_gain=28.613 34.8235 32.8576 45.0682 42.294 24.4364 24.2839 8.61011 6.54016 4.47763 4.32918 1.33533 0.768365 0.755428
threshold=0.24475220026099639 0.39396225837395332 -0.077903775076783963 0.030053384782747342 -0.063679394164442113 2.4241827161903999 -0.012459899021504139 -0.20513725994839987 0.64101830454705444 -0.12253650589861567 -0.17100562491984103 0.00022831116605070417 1.0422793770231225 1.477221288919347
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 8 -7 9 -3 -2 -11 12 -9 -13
right_child=7 5 3 -5 -6 6 -8 11 -10 10 -12 13 -14 -15
leaf_value=0.030487951274679511 -0.080391046193928228 0.11402530241268918 0.013694537891781594 -0.0058490225460316736 -0.026076701073605185 -0.026853459342208497 0.032740086228059372 -0.080098916572818951 0.032816545469210985 -0.14337369963905947 0.13696772566493357 -0.0030507204023312653 0.18250267640680162 -0.081336354475847236
leaf_weight=155.43278056551935 2.0539197326579597 37.708554248325527 1963.7599754024995 2956.2416922218399 883.86683302381425 88.583404142205836 299.79168684885371 0.17465880860981897 13.455818476446437 0.64116143563296635 3.9105801888217675 1.2599507820559654 0.30774906277656555 56.822889238508651
leaf_count=3285 923 409 33593 37906 26116 2807 4142 189 116 10 243 275 1 43284
internal_value=0 0.000542269 -0.00146122 0.00195156 -0.0176172 0.0277057 0.0191476 -0.0660548 0.0926681 0.042173 0.0974786 -0.078262 0.0874261 -0.0796382
internal_weight=0 6398.84 5959.3 4920 1039.3 439.539 388.375 65.1709 51.1644 6.60566 4.55174 58.5652 0.482408 58.0828
internal_count=153299 108374 100900 71499 29401 7474 6949 44925 525 1176 253 43749 190 43559
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=15
num_cat=0
split_feature=67 51 118 151 20 110 67 16 118 165 3 16 76 23
split_gain=23.7651 25.5392 27.1321 52.8902 30.3263 7.97573 9.03887 6.66152 12.7962 11.4617 6.34885 4.37478 4.92677 1.84178
threshold=-0.13923332362262139 5.5833244909226201 0.31372063093787622 -0.077929048373890794 0.51433082648245299 0.733293774819894 -0.17181022164389764 -0.11333288236340711 -0.20898026799720812 0.12202831992186002 12.287236041893902 -0.42204896137593256 1.0562776667289682 -0.11425597119901694
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 -3 -4 11 10 9 -9 -2 -7 12 -1 -8
right_child=1 2 4 -5 -6 6 13 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.089243648135636067 -0.068690247130113 0.0073498515197489775 0.0056960040100922579 -0.015536600516141967 0.057440242983101332 -0.092829007438825689 -0.013255917955299783 -0.21203323017717773 0.029767434247225666 0.076918756290048282 0.082685803983736109 -0.09228515070330913 0.18768758269874605 -0.11969514061078959
leaf_weight=1.3556832790709441 5.8655299786478272 1832.2796040160174 2081.1787895569942 2249.3860214165506 119.78377549925062 2.6194755006581572 2.2404831796884537 2.4516658366483197 20.396926047003944 68.994336392031983 9.6658218399388698 41.639484385206742 1.2210308313369751 5.9243092864780902
leaf_count=181 19 44541 22229 76893 1801 21 13 15 145 1616 71 5688 2 64
internal_value=0 0.00035192 -0.000437081 -0.00526276 0.0085121 -0.0605767 -0.00893628 0.0510845 0.0038221 0.0655098 0.0452625 -0.0844604 0.0419861 -0.0904874
internal_weight=0 6380.34 6282.63 4081.67 2200.96 64.6663 20.4501 97.7085 22.8486 74.8599 12.2853 44.2162 2.57671 8.16479
internal_count=153299 147259 145464 121434 24030 6040 169 1795 160 1635 92 5871 183 77
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=15
num_cat=0
split_feature=63 158 130 106 47 107 76 76 139 178 44 70 24 142
split_gain=23.5275 28.6861 96.0465 60.4883 37.722 29.5846 55.3971 52.7723 13.1209 16.9292 24.9056 15.2707 0.267941 0.137688
threshold=0.012549664429508472 0.29032605236830994 0.32308197238464992 -0.33459986145903725 -0.086603512657853113 -0.032629614066908126 0.025105463334646243 -0.050722075066853355 0.34424868040423479 0.0060773266903391332 -0.01707078762627131 0.47665366216149313 0.34376843104671445 0.087305387541681309
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 9 10 -1 -11 -10 -14
right_child=1 2 3 -5 -6 7 -8 -9 12 11 -12 -13 13 -15
leaf_value=-0.035512228577519157 0.031214589394683873 0.1009569586180958 0.72081598319819995 0.1358744681942653 -0.023494219914486546 0.01662077000679801 -0.00031088544269692616 -0.020358430803866841 -0.088036142711110627 -0.087976097760024533 0.083809437502675166 0.069215177663098551 -0.11333188622420043 -0.087081292042459998
leaf_weight=49.618688707749243 641.29575410007965 29.838410112046404 1.8342015511007037 48.872607020894065 132.54330007783574 523.50579123944044 4260.5077751319186 1468.3213899842231 21.355196140779299 46.044853417508421 27.017674095215625 7.1382830514921798 8.5174900393467379 2.6104979440569869
leaf_count=4876 11465 976 63 2064 28074 20495 43818 32452 1069 6244 1516 97 49 41
internal_value=0 0.00075459 0.036891 0.157033 -0.000625725 -0.000362421 0.00381355 -0.0106393 -0.0377514 -0.0235288 0.00655388 -0.0668778 -0.0945923 -0.107174
internal_weight=0 7106.72 213.089 50.7068 162.382 6893.63 4901.8 1991.83 162.303 129.819 76.6364 53.1831 32.4832 11.128
internal_count=153299 139407 31177 2127 29050 108230 55283 52947 13892 12733 6392 6341 1159 90
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=13
num_cat=0
split_feature=16 8 65 140 8 86 111 110 66 124 22 109
split_gain=21.5096 21.0997 44.7102 37.812 30.0073 40.5949 37.0078 14.7435 13.3593 8.31187 8.46066 3.38069
threshold=-0.6301495229605284 0.3104304120250006 -0.24114105916786632 -0.25033217166241944 0.065400247649412366 -0.078141503761110745 0.073555008104781869 -0.15433306376570644 11.367724326216033 -0.13498158150147826 0.33356196605508581 -0.41242868819533879
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 -3 -4 5 -2 -6 8 11 -9 -11 -1
right_child=1 2 3 -5 6 -7 -8 9 -10 10 -12 -13
leaf_value=-0.074333541849084944 -0.025296082922811176 0.51071928454972371 0.0093256987899800799 -0.017701975211236405 -0.0167568478808665 0.00096080577655274801 0.01443241454408627 -0.068291302629110623 0.4521551496023774 0.087455076707848661 -0.068517628904159397 0.15070560796284732
leaf_weight=0.73706045094877382 663.17645693480154 1.657799623790196 772.37732111103833 1569.3473919392563 442.1662285522325 5251.9301443063741 2725.0739201125689 5.8203762248158446 1.5351121061248703 22.691823132801805 4.1073191323084748 7.0793885395396492
leaf_count=10 6707 22 10165 16759 5569 86674 26191 16 17 474 540 155
internal_value=0 4.02147e-05 -0.00841985 -0.00878737 0.00222304 -0.001983 0.0100782 0.0717598 0.182453 0.0400254 0.0635502 0.129485
internal_weight=0 11425.7 2343.38 2341.72 9082.35 5915.11 3167.24 41.9711 9.35156 32.6195 26.7991 7.81645
internal_count=153299 152087 26946 26924 125141 93381 31760 1212 182 1030 1014 165
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=15
num_cat=0
split_feature=70 103 76 119 145 8 20 168 157 27 126 157 106 48
split_gain=28.9804 42.3751 33.773 29.4626 26.7164 28.6844 24.4847 13.3922 12.0835 15.2132 5.27497 5.2459 0.0595339 0.00150107
threshold=1.3594322627975568 1.1349490791541434 0.34302443184043668 -0.14242601733718022 -0.18444097453167904 -0.33786602435681096 -0.24774263486257617 7.6659873304506414 -0.25050001724218468 1.4871875050451269 0.9924544930726108 0.16037692662564923 0.088649720589981565 57.898871648496225
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 -1 8 13 -10 11 -9 -4 -2
right_child=7 2 12 -5 5 -7 -8 10 9 -11 -12 -13 -14 -15
leaf_value=0.026784240856376332 -0.081543181645329227 -0.14652696443882271 -0.084818037718210823 0.16108850604484962 0.43128150692930334 0.00073946940316747247 -0.068515844109346483 -0.098032399706983256 -0.043570008806085414 0.28792223222910768 0.19084718316698934 0.031733374454158934 -0.10836007433683924 -0.087150385147178405
leaf_weight=36.596888853471683 4.0083313253271626 3.4129276402527458 7.000565807837118 35.492986416145868 1.5477583376850805 7569.1860182910314 102.372421696733 50.24325225697612 2.5370830454339721 3.0472712717019022 0.67729677283204992 3.3212277200072995 1.268877021881053 0.54198220372200001
leaf_count=3019 893 36 839 269 420 112286 33412 1955 109 28 10 12 8 3
internal_value=0 0.000608098 0.0950953 0.134104 2.99347e-05 0.000827489 -0.043419 -0.0667645 0.0387532 0.137319 -0.0864797 -0.0899864 -0.0884304 -0.082211
internal_weight=0 7756.88 47.1754 38.9059 7709.7 7570.73 138.969 64.3764 10.1347 5.58435 54.2418 53.5645 8.26944 4.55031
internal_count=153299 150289 1152 305 149137 112706 36431 3010 1033 137 1977 1967 847 896
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=15
num_cat=0
split_feature=13 162 166 67 38 5 6 21 115 59 159 59 82 114
split_gain=26.1887 25.7001 28.7653 25.1762 43.6162 42.3197 23.4179 14.0288 7.90138 3.99189 2.87107 1.49478 1.01482 0.871829
threshold=0.24475220026099639 0.76917269723189052 0.058986376362367428 -0.10060994178170081 -0.029102105646099469 -0.10305791571882707 3.1973166425241781 0.23047821470270982 -0.20513725994839987 -0.010826454447377577 0.080137906912432499 -0.006415990346652827 1.4899802056242135 3.8291564511545833
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 -5 -1 -4 -3 9 10 -2 -11 13 -10
right_child=8 2 6 4 -6 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.01256655470915647 0.17043888531882501 0.037095845508436358 -0.042741920001268578 -0.017039958434508212 0.0027197964981104036 0.033907373504758309 0.054192521437183928 0.11477610039927913 0.008739237033908439 0.24499331404510577 -0.065841125373006279 0.082856661479415061 0.05631317933223149 -0.0812610157034587
leaf_weight=322.48358337391983 0.61458370462060008 45.877662133134436 57.25156808081374 1586.3228340988571 3776.4157299114449 499.33421251981054 44.135439489211421 47.134143026662059 1.0988603822479479 0.81895910692401264 3.1506591491342988 1.8600742231355969 0.55658649071119626 52.484978104977927
leaf_count=6401 9 1546 6152 19861 65611 7516 818 469 270 7 1085 75 32 43447
internal_value=0 0.000497781 0.0362992 -0.000627561 -0.00312523 0.0156709 -0.000544756 0.0764607 -0.0655606 0.0391146 -0.0272742 0.132421 -0.07802 -0.0794154
internal_weight=0 6378.96 194.399 6184.56 5362.74 821.818 101.387 93.0118 60.5847 6.44428 3.76524 2.67903 54.1404 53.5838
internal_count=153299 108374 8985 99389 85472 13917 6970 2015 44925 1176 1094 82 43749 43717
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=15
num_cat=0
split_feature=149 13 157 139 73 148 126 170 95 131 86 73 157 58
split_gain=23.0372 27.9346 24.8493 75.3469 60.6558 65.4979 64.5497 55.7909 47.8441 22.2079 19.7736 18.0671 14.8093 4.43167
threshold=0.86548737815991494 0.041468542375334878 -0.13268891784473005 -0.079389359301450441 0.27349905592772622 -0.36686730976806708 0.93584978352498738 1.0856822887514812 0.027813658439301701 -0.89049362532173693 1.0719594849141219 0.084688138196412605 -0.3181242293532035 0.014170246452237079
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 8 5 -1 -6 -5 -4 -3 11 -2 -12 -11
right_child=1 9 3 7 6 -7 -8 -9 -10 13 12 -13 -14 -15
leaf_value=0.037104419656862848 -0.043377359422512932 0.51169501307419596 -0.077461961457891845 0.023528454589010886 0.012815665690725698 -0.043630529426846719 -0.017083078749766539 -0.054632307256093887 -0.0082312722101310683 0.014477303038198587 0.049846238500676737 0.088583353528025655 -0.12130385148419201 -0.097501413174074555
leaf_weight=118.55065562083837 11.647375983866366 0.65950298868119972 114.6306571214518 1557.184878293323 1692.3940746826411 659.43345158940974 1259.4480008302198 97.013793972786516 772.76573017971532 4.3395227454602745 10.362511990824716 94.994338540011086 9.872131292766424 19.045492345205275
leaf_count=3360 486 3 47426 35946 12251 34711 5318 735 11746 164 98 646 45 364
internal_value=0 0.0382453 -0.00129174 0.0063337 -0.00648791 -0.031328 5.89148e-05 0.0189446 -0.0171742 -0.0605824 0.0569743 0.0741706 -0.0336549 -0.0767217
internal_weight=0 150.921 6271.42 2541.6 3729.83 777.984 2951.84 1654.2 887.396 24.0445 126.876 106.642 20.2346 23.385
internal_count=153299 1806 151493 95853 55640 38071 17569 36681 59172 531 1275 1132 143 528
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=15
num_cat=0
split_feature=152 163 151 78 113 158 97 19 142 112 131 52 136 13
split_gain=22.3944 61.6785 47.6008 47.2305 46.6066 53.2443 46.991 42.3099 38.6698 31.9408 51.9642 42.3212 30.2571 29.8939
threshold=0.034012279411957037 -0.36975852858742042 0.33417041545327514 0.018148431410515423 0.45590699644818417 0.19003551511862696 0.49028592681786937 -0.18838798878198026 -0.023307584770704114 0.19598480867699905 -0.0017505327837516098 -1.0000000180025095e-35 0.089484910902641032 -0.10642225117700206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 9 13 5 -3 -6 -5 -2 10 -1 -11 -10 -4
right_child=1 4 3 7 6 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.01067491781972248 -0.038454337247464443 -0.03021340983883199 0.065356850253789636 0.5093486286093446 0.02969750734534848 0.020804841563755533 -0.026305230838879493 0.035683161744991816 0.083614870551198178 0.001853200562979325 0.021824996042385282 -0.028377436280781806 0.2774641024320661 0.45029683586903319
leaf_weight=725.46267152075598 23.546154210867826 1233.6718957876146 3.175849974155426 1.9700192990130734 430.36390973618836 245.22199592356628 229.85022208781447 44.119717906229198 58.562886657309718 2123.9856912402611 1528.5691528833413 592.20426428539213 9.3354687578976137 5.530802454959483
leaf_count=32524 346 26236 26 23 3226 35519 3825 392 290 17767 27852 5120 20 133
internal_value=0 -0.00845334 0.00358676 0.0962805 -0.0118915 -0.0217538 0.0102004 0.0559291 0.071973 0.00256481 0.0113649 -0.00473791 0.110268 0.309886
internal_weight=0 2230.55 5025.02 54.7964 2139.11 1478.89 660.214 46.0897 91.4445 4970.22 2254.03 2716.19 67.8984 8.70665
internal_count=153299 69462 83837 574 68806 61755 7051 415 656 83263 60376 22887 310 159
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=13
num_cat=0
split_feature=28 92 19 128 130 35 85 121 57 14 37 128
split_gain=21.294 28.0219 25.2939 39.0544 27.2365 20.0583 18.8365 24.0047 19.1905 15.0849 15.6012 8.20801
threshold=-0.21903298869037954 -0.1182668210934769 -0.054558165808435241 0.78169805096730782 0.74478122193596852 2.1018492351248468 -0.11547849415520291 0.064963293966968955 17.004551625951823 0.079080283323638756 6.7297285078652278 0.39771459315478225
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 3 -3 -4 6 7 -1 -8 11 -11 -2
right_child=1 2 4 -5 -6 -7 8 -9 -10 10 -12 -13
leaf_value=0.095698324355109984 -0.081707607432278007 -0.0072480288761346788 0.0048420091931097968 0.079125957981777309 -0.037145550227812615 0.35180212275443223 0.089895716075302057 -0.028571853251967674 -0.0025114567299323715 0.059608749573293832 -0.03934312978292645 -0.29663397596692087
leaf_weight=19.6578465414932 43.988549187692115 3852.7831378535629 7039.8083769003861 53.069553639972582 157.96016220754245 1.953020536340772 68.370681949018035 74.276239849277772 33.478139321319759 19.262824515346438 92.186388950445689 1.8516792698064808
leaf_count=261 1045 58506 87641 498 1396 16 1296 583 264 537 1240 16
internal_value=0 -0.000189038 0.000404678 -0.00607445 0.00392056 0.0329138 0.0297328 -0.00256549 0.0595211 -0.0421016 -0.0222403 -0.0903894
internal_weight=0 11260.9 11103.6 3905.85 7197.77 197.736 195.783 93.9341 101.849 157.289 111.449 45.8402
internal_count=153299 150879 148041 59004 89037 2420 2404 844 1560 2838 1777 1061
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=13
num_cat=0
split_feature=26 166 154 8 163 118 136 140 139 90 50 139
split_gain=27.0232 27.4419 50.9949 52.5234 40.1943 44.3282 20.849 16.5366 4.542 1.6006 1.20511 0.165633
threshold=3.1643204104504652 0.15173329070612004 0.02163570430631008 -0.007978561882386442 0.15804322990184849 0.020460775133207623 -0.083017226096347457 -0.35834856597726866 -0.29326177561327543 0.11623306427037135 0.7223170002364675 -0.20829206471165745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -3 -4 -2 10 -10 -11
right_child=8 4 7 -5 5 -7 -8 -9 9 11 -12 -13
leaf_value=0.016847539859152192 0.051438476263290747 -0.016185520611211552 0.031540061240840335 -0.0092156683213083547 0.014593122557026892 -0.010172757279750026 0.037689316556829805 -0.063223366785988444 -0.11362397812863978 -0.10499613458116469 -0.2091347599598008 -0.084970680277394572
leaf_weight=1038.107906026371 2.1150341373868278 83.232652294012951 20.462203742470592 3030.118970578078 1423.1577490719937 1468.4476774623763 524.38723045145161 184.03594591072761 3.7201701322919716 5.2122343666851547 2.0484883189201355 19.897867312640301
leaf_count=30711 30 1119 198 27066 19709 15701 5495 52096 139 20 5 1010
internal_value=0 0.000363073 -0.00501436 -0.002565 0.00692919 0.00201623 0.0303095 -0.0537413 -0.0903296 -0.10004 -0.14754 -0.0891275
internal_weight=0 7771.95 4272.73 4068.23 3499.23 2891.61 607.62 204.498 32.9938 30.8788 5.76866 25.1101
internal_count=153299 152095 110071 57777 42024 35410 6614 52294 1204 1174 144 1030
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=15
num_cat=0
split_feature=19 19 55 76 76 11 121 64 35 139 145 118 95 1
split_gain=27.1505 29.7845 35.8168 30.7189 27.7569 36.1235 25.1054 22.2851 14.5354 9.41361 9.32751 8.69928 7.08192 3.19054
threshold=-0.39386017295568582 0.067081979694194868 -0.19220435165007663 0.13832224728723749 0.022206574758017079 -0.36618673497466164 -0.19211015584200888 0.015266833297458345 -0.074430849827443274 0.37460270445385196 -0.24505847688334412 1.2107533894486917 -0.12379729439751064 0.17050960144037799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 9 -4 7 -6 12 -3 10 -2 -8 -10 -1 -14
right_child=1 4 3 -5 5 -7 8 -9 11 -11 -12 -13 13 -15
leaf_value=-0.30007440270249253 -0.11339426654181504 -0.018681527466506555 -0.00014356848325076233 0.017383218291403633 -0.046316277112119671 0.0033915131033723728 -0.065087150747901001 -0.069275509391786325 -0.088352065796268614 -0.025154712737480239 0.12497403168905288 0.043995276539125203 0.091038198046651031 -0.12026278124021356
leaf_weight=0.50462550413794716 30.549012875155313 405.74172556150734 2769.3280773599326 1565.1921451524249 165.64441990666091 1245.2950645933743 4.5089252470061183 110.84290111943847 82.988919955030724 20.008769588312134 6.042505205026826 5.2826728202926452 14.561065659043376 0.75147531554102975
leaf_count=14 256 31239 62931 21921 1393 23369 70 5228 5939 285 114 127 409 4
internal_value=0 0.000655184 0.00520928 0.00618534 -0.00970529 -0.00244419 -0.0484501 -0.0295374 -0.0671721 -0.0784725 0.0437555 -0.0804317 0.0685213 0.0806684
internal_weight=0 6312.6 4385.08 4334.52 1927.52 1410.94 114.64 516.585 98.823 50.5578 10.5514 88.2716 15.8172 15.3125
internal_count=153299 146622 85393 84852 61229 24762 6677 36467 6250 541 184 6066 427 413
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=15
num_cat=0
split_feature=28 158 92 92 159 149 107 13 21 151 71 100 91 127
split_gain=22.2918 23.9656 31.9533 57.0509 45.3464 25.9845 24.6785 19.5967 1.8844 2.32299 0.764958 2.58995 0.0469628 0.0024199
threshold=-0.05110053461908793 0.30999351029433897 0.027034634194051697 0.16280308225847689 0.065832134063205414 0.86548737815991494 -0.0065813069901851989 0.041468542375334878 0.17333931486943599 -0.1973964729060009 -0.21359154426456745 -0.066282363974154962 0.064793158436907985 0.50702712893311797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 10 -10 11 -1 -12 -11
right_child=1 2 3 -5 -6 7 -8 -9 9 13 12 -13 -14 -15
leaf_value=-0.081527240132989537 0.0024030365557790572 0.71110633430986159 0.099326152189328942 0.0082333817080269649 -0.071543565910714244 0.055626090311056579 -0.011228802766953969 -0.059481042465717705 0.063921656136066499 -0.083540953307862209 -0.080834667813162384 0.15208344410074143 -0.0952691056738071 -0.093219550544892352
leaf_weight=1.9888677637281946 3800.6898437915079 0.75387723458697919 97.836791045076097 231.28764865081757 41.105077823762258 121.03484456236038 2041.3104009719827 16.849301825568546 2.1803799452027306 1.7115165430077461 34.650600148695958 0.6233065128326406 2.410822785110212 0.30425143241882313
leaf_count=994 58196 67 2625 1602 15735 1213 39693 288 35 274 32450 1 125 1
internal_value=0 0.000182577 0.0248456 0.035312 -0.0574481 -0.00134748 -0.0023602 0.0415601 -0.0713469 -0.00761899 -0.0780872 -0.025784 -0.0817736 -0.0850018
internal_weight=0 6350.87 370.983 329.124 41.859 5979.88 5842 137.884 43.8697 4.19615 39.6736 2.61217 37.0614 2.01577
internal_count=153299 119419 20029 4227 15802 99390 97889 1501 33880 310 33570 995 32575 275
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=15
num_cat=0
split_feature=87 87 21 151 50 56 127 169 118 28 73 118 62 108
split_gain=22.4401 27.0812 49.0612 44.998 43.3826 37.8429 31.8979 30.664 16.6576 23.4459 46.452 11.4907 8.3914 8.41879
threshold=0.0080760251288863379 0.020116776932004508 0.067834646596379139 -0.20311562845690903 3.7067946857720231 0.82771170511777648 0.6640016232236915 0.81723809958035021 0.29253775346853894 0.0026402232975220362 0.38209365234508169 0.32821731016028605 2.0089910930507497 2.1013120807456618
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 7 -4 -5 -3 -2 12 10 -10 -11 13 -1
right_child=1 2 4 5 -6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.07330921425072924 -0.03609163481079327 -0.031128446421672586 0.00051208818243792778 0.022143369267064499 0.11458400983434824 -0.073015224767830553 0.0382521320776621 0.088941158608934354 0.042836076617977184 0.093064414279201479 0.57709692886324448 -0.089369300034465415 0.093530260364795892 0.22029707282924577
leaf_weight=88.18543301687896 241.74208389062551 757.58968902783818 4595.8478648830205 1339.2941791626436 33.583036506024655 43.137601077600266 72.617141706636176 21.346695305284811 17.889973538898634 4.2081758699496303 1.7902683689026151 19.2271209868195 3.2499630847014478 0.98754156217910249
leaf_count=10455 11302 16057 65300 45552 378 2003 292 335 859 68 6 636 18 38
internal_value=0 0.000714586 -0.00267477 0.0119601 0.00133959 0.019174 -0.0250598 -0.0259466 -0.040361 0.0109662 0.0914366 -0.0566105 -0.0643053 -0.0700577
internal_weight=0 7105.16 5459.64 1645.52 4629.43 1382.43 830.207 263.089 135.538 43.1155 19.6802 23.4353 92.4229 89.173
internal_count=153299 141219 82027 59192 65678 47555 16349 11637 12080 1569 865 704 10511 10493
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=15
num_cat=0
split_feature=157 148 105 96 96 70 64 14 102 142 129 107 72 55
split_gain=20.0721 19.6857 31.5025 64.12 25.39 33.383 21.8869 21.6601 7.0073 10.1293 2.79145 25.1441 2.22408 2.27875e-05
threshold=-0.49400514686817881 -0.53133101088416235 35.563190171867554 -0.078245960815701399 -0.078245960815701399 -0.1179013479792143 -0.21788064682219949 -0.29690870747648829 0.10697559959638996 -0.015907712526976717 1.0151924087392448 -0.34005843144925529 0.97604482072419496 -0.024403180885286025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 6 -6 -3 -2 9 -1 11 -10 -12 -11
right_child=1 4 3 -5 5 -7 -8 -9 10 13 12 -13 -14 -15
leaf_value=0.52911705780912732 -0.067164622185722819 0.0071155621991583762 0.86379432484102525 0.075735216244407266 0.01928630016786597 -0.0012991713040933725 -0.059200627442615485 0.016457877217430025 1.3312738671708853 -0.08208785246553435 -0.081653841969827001 -0.081200226878460471 0.036996136742742512 -0.080719005458086635
leaf_weight=0.47802662046160549 33.101783439633437 79.287938244931865 1.0527273733168829 53.646104029961862 857.02865742280846 9749.4871782743139 133.668888356362 482.1507402244024 0.14126897481037293 0.16444820037577301 40.853920945053687 1.1683549816079892 1.6433986299671222 0.46691087691578903
leaf_count=8 872 1231 16 611 11316 126796 2217 4759 8 3 5097 140 162 63
internal_value=0 0.000631964 0.0187457 0.0909021 -0.000322238 0.000364178 -0.0345098 0.0110856 -0.0663487 0.181852 -0.0726342 0.0711632 -0.0770656 -0.0810755
internal_weight=0 11389.4 569.951 54.6988 10819.5 10606.5 212.957 515.253 44.9163 1.10939 43.8069 1.30962 42.4973 0.631359
internal_count=153299 147818 6258 627 141560 138112 3448 5631 5481 74 5407 148 5259 66
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=15
num_cat=0
split_feature=18 143 50 154 154 154 92 110 154 119 10 151 154 14
split_gain=26.7955 27.2849 58.558 61.2418 51.9591 33.6724 32.4254 27.2604 11.7656 12.766 9.28906 8.3918 13.0599 10.0481
threshold=0.13976803611574376 0.030817004920759113 0.041444411768246724 -0.18669645145708155 -0.22315386046600008 0.13424257444846399 -0.035583280798311044 -0.27752937709593134 -0.16997111815842228 -0.2364564610711633 -0.056163587878633167 -0.10612539167603707 -0.37850183070622251 0.63357762747156365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 11 -10 -11 13 -13 -1
right_child=1 5 3 -5 -6 7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.071927775008876829 0.04486998325412403 0.027391681920468883 -0.082260205846594978 -0.0065979641202637334 -0.0079089839504193904 0.02231047386661749 0.0026144425579327922 -0.080579434986490048 -0.42286134138921017 0.030407791824116029 -0.11305311672337273 -0.10292275194311205 0.042192594141175571 0.14050715405401654
leaf_weight=37.34300060122041 217.41380645378922 590.49843186980434 202.05032950739405 227.34746590497343 1312.9284365952408 37.48754115664633 5004.5343323697089 82.246793155478372 1.1809429102140701 5.4721593402064199 25.760709259484429 8.1030852813273651 26.430609586648643 2.3677339558489612
leaf_count=431 1222 6826 1965 7535 84167 249 46487 3640 17 148 334 79 187 12
internal_value=0 0.000614824 -0.00956724 -0.0422003 -0.000410742 0.00410652 0.00522943 -0.0483657 -0.0498549 -0.100121 -0.087918 -0.0279096 0.00814231 -0.0592614
internal_weight=0 7674.51 1959.74 429.398 1530.34 5714.77 5595.03 119.734 106.658 32.4138 31.2329 74.2444 34.5337 39.7107
internal_count=153299 152091 94889 9500 85389 57202 53313 3889 1208 499 482 709 266 443
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=15
num_cat=0
split_feature=169 23 160 11 169 145 7 130 49 79 151 73 26 72
split_gain=27.3775 30.8492 54.152 49.2074 66.281 58.5666 41.7315 35.6846 26.2247 23.9798 16.3863 13.5059 9.41183 0.130795
threshold=-0.22813030816609023 -0.073971329942251682 -0.33969542606212771 -0.34836190251388338 -0.066897647873554372 -0.24505847688334412 0.14728304674882112 0.4192479782792633 -0.26207578078437888 1.3841092154026116 0.41310388432588946 0.13906966840650817 -0.041009621030747671 0.24579241982119229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 4 -3 -5 -4 -2 11 10 -10 12 -1 -13
right_child=1 3 6 5 -6 -7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.084822311775177239 0.053454192855694783 -0.044353999502604442 0.016695650206792513 0.028025921492793249 0.015050060425657203 -0.00057809988535550505 -0.062575378090026446 -0.043303421961351007 0.047219714775906974 0.36607165743420395 -0.099999717086202755 -0.10921040805623224 0.086894341195436237 -0.093159199938136303
leaf_weight=4.9083848183217915 118.38838426209986 501.93482413992751 85.481307185676997 875.21240966208279 300.1404759536963 3930.1278427705329 297.6675441292391 56.21539545035921 205.47867598402081 2.3051701113581649 7.8493081029446321 9.4309566209558415 9.1274196784361248 10.995464091451138
leaf_count=231 4263 5390 2413 10869 3644 101385 19292 589 4339 11 533 32 189 119
internal_value=0 -0.00142648 -0.0238555 0.00080446 -0.0221247 0.00463164 -0.0448898 0.0223021 0.0323239 0.0452694 0.0418028 -0.0486767 0.0268442 -0.10057
internal_weight=0 6165.17 557.753 5607.42 802.075 4805.34 383.149 174.604 250.095 215.633 213.328 34.4622 14.0358 20.4264
internal_count=153299 147845 26557 121288 9034 112254 21705 4852 5454 4883 4872 571 420 151
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=13
num_cat=0
split_feature=72 18 139 1 31 103 168 53 13 103 98 156
split_gain=23.3966 23.1353 37.5318 62.3185 39.4805 27.2974 29.4873 17.7368 15.5575 14.5474 14.2043 10.0235
threshold=1.4927411972907236 0.27687411996307032 -0.11561028888053122 0.026262064991860755 1.0016206258288887 0.28696661316615518 8.1645492541455997 0.35130315200957446 -0.47537651061892716 0.46167709134654167 0.17245593264619366 1.2858348039168941
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 7 -7 -1 -2 10 -10 -11
right_child=8 2 3 -5 -6 6 -8 -9 9 11 -12 -13
leaf_value=0.0088438656545594772 -0.22312373502372443 -0.035047503249575167 -0.0033397639749394997 0.032873575863840952 0.047441485928031657 -0.017283859092878436 0.037680695013879842 -0.036301591101598016 -0.0055744569411986288 0.018455553030184011 -0.10134689303438804 -0.066658531739405599
leaf_weight=254.59974168047847 4.4990768870338789 524.4048938976448 4090.0109912893477 537.67397028151754 65.240072839755157 120.71907303232001 509.75331170592108 132.22087525726238 23.92861257167533 54.351553130894899 43.891619343310595 18.561392441391945
leaf_count=7408 26 42579 67067 22503 1980 637 4106 6416 142 205 162 68
internal_value=0 0.00053007 -0.0021598 0.000867733 -0.0259207 0.0143255 0.0271564 -0.0065875 -0.0400717 -0.0342198 -0.0675561 -0.00321187
internal_weight=0 6234.62 5217.33 4627.68 589.645 1017.29 630.472 386.821 145.232 140.733 67.8202 72.9129
internal_count=153299 152696 134129 89570 44559 18567 4743 13824 603 577 304 273
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=15
num_cat=0
split_feature=135 93 52 173 8 85 80 135 34 74 82 76 148 20
split_gain=22.4156 65.5461 59.5031 51.7128 49.2225 50.103 76.2657 61.8235 46.7486 41.3177 59.238 40.0086 31.9614 25.6791
threshold=0.37366608329548634 0.38461556526012297 -0.018694582082857344 0.14885902303469281 0.065400247649412366 0.12224328453730514 -0.032188185160554959 0.020988521776970203 -0.20231757263734382 0.71328260067350369 0.69151047106670593 0.014568618770140021 -0.38472176307259043 -0.13258320549272282
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -7 -1 -6 11 -11 -3 -10 -4
right_child=1 9 13 -5 8 6 -8 -9 12 10 -12 -13 -14 -15
leaf_value=-0.0042171341807765092 0.08879578126990724 0.027290231785847243 0.046848308643815943 -0.11253864711627326 0.10948140303344214 0.20371413574243402 -0.011406193384613945 0.030278345138568436 0.018646841790082976 0.05471575145770563 -0.0022987146635043659 -0.026381905377809257 -0.039427706304671829 -0.034959413313989239
leaf_weight=1128.2056343374788 222.13239432062255 174.57759266451467 64.410123989277054 13.534717830072621 24.446842570323497 16.602623025974026 2237.7411904851469 963.04699707569671 110.85627622640459 267.15286317304708 573.30773747770581 679.30821482435567 652.91388218499196 94.908078588428907
leaf_count=56530 995 1239 986 227 57 711 17734 13212 4146 1312 5767 7828 41040 1515
internal_value=0 0.00863589 0.0453202 0.0772328 -0.00365022 0.00052001 -0.00982189 0.0116684 -0.0266415 8.40541e-05 0.0158242 -0.0154086 -0.0309986 -0.00188569
internal_weight=0 2089.33 394.985 235.667 5133.81 4345.6 2254.34 2091.25 788.217 1694.35 840.461 853.886 763.77 159.318
internal_count=153299 19869 3723 1222 133430 88187 18445 69742 45243 16146 7079 9067 45186 2501
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=12
num_cat=0
split_feature=118 59 115 124 77 100 58 127 91 94 97
split_gain=19.0307 19.4363 39.4277 35.6887 30.0861 28.9601 25.3689 19.6472 2.63028 0.911999 0.302704
threshold=11.6658839257371 0.8412450540096621 0.59978446118075845 -0.27221700359371531 -0.35001894746980361 -0.29470169231648841 3.3170899227872468 0.16160751185574682 0.0038814022419440667 0.0049835266490818597 -0.098474306514346285
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 -4 -1 -2 -10 -11
right_child=8 2 6 -5 5 -7 -8 -9 9 10 -12
leaf_value=-0.052472021814726225 0.095253169812503091 0.11112135443834233 0.0012737824146193911 0.0255202901484296 0.052492885712150744 -0.00032168075392064198 -0.089893731141927904 0.15870274847352212 -0.16371934936428992 -0.016991242277224806 -0.08969907149644113
leaf_weight=139.54277121741325 0.76446068286896007 59.342341943003703 202.11407206137665 271.70714582095388 104.85231776803266 10574.01019113708 35.95192971592769 4.5493464833125463 1.7023676633834863 0.58816775213927641 21.642331184528299
leaf_count=1347 5 442 4660 2160 1000 142559 506 23 3 13 581
internal_value=0 0.000531623 0.0185443 0.0408647 -0.000415557 0.000196888 -0.012494 -0.0458047 -0.0873448 -0.0931774 -0.0877754
internal_weight=0 11392.1 569.115 331.049 10823 10678.9 238.066 144.092 24.6973 23.9329 22.2305
internal_count=153299 152697 7768 2602 144929 143559 5166 1370 602 597 594
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=15
num_cat=0
split_feature=160 70 103 169 118 73 35 138 10 119 103 112 118 1
split_gain=24.7827 24.9065 35.6587 28.846 26.0153 13.1977 12.5173 6.27619 10.3343 6.83384 6.23497 3.8958 3.75998 2.02262
threshold=-0.22684958184035306 1.3594322627975568 1.1349490791541434 0.29111804438023714 -0.2346548433264127 0.75830823938815961 0.34314919178705267 0.13385134780890867 -0.2182608308614031 0.042578487580072759 0.69927904000103192 -0.3495863867610402 0.60398261415832533 0.80036599049060142
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 6 -3 8 -1 -10 -7 13 -13 -9
right_child=1 5 3 -5 -6 10 -8 11 9 -11 -12 12 -14 -15
leaf_value=-0.11345757862702957 0.025726646174710679 -0.082750573696397892 -0.085342268925853781 0.12263859549042631 -0.00083362135972203904 0.078519434512153902 0.13473149257476111 -0.084890790596756333 0.10736609417665699 -0.039853695076033167 -0.09311216335724154 -0.092968328882903212 0.016542890167829134 0.091584569448492137
leaf_weight=6.5134598613258303 388.69832450829199 4.8018038272202812 8.0256587782641855 39.440462499507703 7195.5808235905315 2.2161007263930506 5.8959078134503216 0.96805954670708105 7.0338759209698747 5.7148371856601443 47.14339070294227 43.752748322775005 3.3772217449313748 1.9732841625809667
leaf_count=541 8464 638 419 510 104899 37 36 166 81 159 1816 32867 2655 11
internal_value=0 0.000563575 0.00106837 0.0874728 0.000527606 -0.0635828 0.0371119 -0.0594917 -0.0109831 0.0413722 -0.0854064 -0.0781527 -0.085121 0.0335027
internal_weight=0 7691.8 7631.75 47.4661 7584.28 60.0572 10.6977 69.3335 19.2622 12.7487 49.3595 50.0713 47.13 2.94134
internal_count=153299 116819 114292 929 113363 2527 674 36480 781 240 1853 35699 35522 177
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=15
num_cat=0
split_feature=73 96 157 145 169 130 42 128 115 169 55 169 74 133
split_gain=26.9779 55.4053 34.1016 32.2285 30.866 28.2118 26.6276 21.7484 21.7459 24.9259 18.9129 15.9898 20.79 16.5215
threshold=0.33257212538200381 0.3581502400621393 -0.21453114283591543 -0.45911646584779447 -0.22813030816609023 0.051198191712396202 0.50355808118838841 0.67319725274591791 0.33312880285017554 0.37412337049825084 -0.17643770022990862 -0.18529691908419568 0.50407404507981635 0.02977551713462236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 -5 10 -7 -1 9 -3 -2 12 -4 -13
right_child=2 8 11 4 -6 6 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.082623832157290522 0.16299258672104716 0.033357371212665708 0.25571477908976797 0.0374760633126748 -0.0031099676568657093 -0.0014993088990171981 0.066909851086311492 -0.084674689563071504 -0.022641476586904918 0.10272079127606917 -0.050263932031080476 0.072842823835467252 -0.087435007268421308 -0.049560695600294601
leaf_weight=68.632225895387819 4.2847618083469561 357.7547478046763 4.0441300427337401 195.68854757657391 4414.3263491595717 702.06080247851787 61.916838245175313 8.7624652818776649 56.601638895139331 60.579724821029231 141.29931642685551 11.447962911333887 3.1336658665677533 299.97327793781733
leaf_count=3863 72 3984 58 4395 112610 8010 941 74 760 478 4749 280 65 12960
internal_value=0 0.00298487 -0.0135051 -0.000312769 -0.00138715 -0.00364311 0.00404494 0.0636826 0.0355311 0.043402 -0.0439875 -0.04166 0.105903 -0.0450611
internal_weight=0 5162.35 1228.16 4687.41 4610.01 909.562 763.978 77.3947 474.936 418.334 145.584 318.599 7.1778 311.421
internal_count=153299 126164 27135 120942 117005 13772 8951 3937 5222 4462 4821 13363 123 13240
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=15
num_cat=0
split_feature=90 118 110 103 136 27 26 85 160 118 97 0 107 17
split_gain=23.4237 28.8892 29.5888 27.1139 72.9471 70.0998 48.073 38.7959 38.771 36.4637 27.1121 23.4501 22.8856 19.2744
threshold=1.4359388062563345 -0.13708904426271248 0.93550407359479804 0.40145586117623672 0.72241656804831711 0.47202244049355307 0.73817740935942189 0.59363223656231645 0.15525219402625023 11.6658839257371 1.4337125502603982 1.0798533505780437 -0.35496861051893908 -0.34606567259188464
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 6 9 -5 -6 -7 -1 12 -12 -3 -2
right_child=1 10 -4 4 7 8 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.00029239586193983654 0.036531997192239235 -0.12871130714310483 -0.39663660694851388 0.0061625820488722637 0.0078832594558420743 -0.075937409351643004 -0.043312162523747873 0.067760429499864328 -0.016863088122633364 0.13160707051722093 -0.054917986396781818 0.0201110458728344 -0.0282714883690665 -0.11074002450362086
leaf_weight=2655.8974411034196 11.902164319064466 26.326124853920192 3.0141776613891116 2026.3904103095083 174.16462808474898 187.35949161177268 217.47414145746734 285.74041611654684 272.95026813755976 21.315984638727969 50.765580031555146 232.16714824317023 164.05070354189957 35.076354525052011
leaf_count=126623 298 111 9 13099 1151 1585 1193 3314 2618 98 716 1239 996 249
internal_value=0 -0.0206197 -0.0929152 0.00146456 0.00880378 -0.00486003 0.00136752 0.0450851 -0.0409081 0.00133792 -0.0129836 0.00664886 -0.0421607 -0.0734282
internal_weight=0 523.302 49.9927 5841.29 2703.77 3137.52 2243.86 459.905 460.31 2677.21 473.31 282.933 190.377 46.9785
internal_count=153299 3618 556 149681 18757 130924 14292 4465 4203 126721 3062 1955 1107 547
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=14
num_cat=0
split_feature=144 152 156 163 44 67 113 103 106 66 60 30 7
split_gain=21.5035 23.323 48.4626 40.2571 67.6477 44.7261 35.6452 31.5736 14.2464 15.4231 10.5472 7.84635 5.84347
threshold=0.049652987177077952 -0.042671267998723221 1.3529986346466194 -0.27700224694505859 -0.014520607349805361 -0.022072581236121065 0.58123132423797352 0.97904345710263307 -0.33459986145903725 6.2408796334804562 0.056737256692164596 26.645373519042714 0.12050369340839538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 5 -5 -2 -4 -3 11 10 -10 12 -1
right_child=1 2 6 4 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.093613841225010194 -0.00019613302385018219 0.015522407153582982 -0.021854306043405627 0.031092261457006415 -0.00059475655753858778 -0.049078114208200727 0.016309825692905417 -0.035619872466473405 -0.075719106580690296 0.10494469462757137 0.0036918016422033879 0.18729462488317408 -0.1022256825319061
leaf_weight=3.3229043881874514 967.44454477546969 1068.2152370072436 1585.7164854244693 1132.808426470976 1662.5159485708136 232.08596997099812 289.39589275015169 136.09560199821135 86.349569557474751 5.9599128459813064 20.743381145992316 3.7583214864134789 2.8137277300702408
leaf_count=17 16607 10436 70478 11653 30981 3627 2068 2013 4982 31 367 6 33
internal_value=0 0.000629254 -0.00591058 0.00567047 0.0122464 -0.00965385 -0.0159642 0.00974297 -0.0415536 -0.0516243 -0.0603376 0.073507 0.00381881
internal_weight=0 7074.28 3079.42 3994.85 2795.32 1199.53 1875.11 1204.31 122.948 113.053 107.093 9.89495 6.13663
internal_count=153299 147863 84995 62868 42634 20234 72546 12449 5436 5380 5349 56 50
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=15
num_cat=0
split_feature=168 72 91 63 92 77 110 149 71 5 14 77 95 155
split_gain=19.6939 33.8754 38.0801 28.9778 30.2328 25.8935 25.2825 24.069 21.1384 16.3018 13.434 20.0788 14.1606 13.2502
threshold=22.799455532045524 0.68510978018776625 0.0062023229426468622 0.49186704541670423 0.22456155741863135 -0.036338121684236925 0.26120513854169752 0.23042833776882113 -0.048408271257193443 0.012296376758218036 -0.037212457414038967 0.2240497062384684 0.045024895795544202 0.36954819390128635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 5 -1 -6 -4 -2 -3 12 -12 -5 -11
right_child=1 9 7 10 6 -7 -8 -9 -10 13 11 -13 -14 -15
leaf_value=0.0059924136696502149 0.011773486591113555 -0.045784711367656127 -0.014377458353106968 0.66110109212466739 0.0026665080693452949 -0.005248918776652442 0.026032460360901434 -0.050803403796710202 0.13591108135678748 0.033549661018110612 -0.050589804956350785 0.086305341602936958 -0.065046581594832689 0.15464118671054314
leaf_weight=3691.8936014976643 36.546993420924991 25.008123729829094 625.1343419997429 0.26927943155169387 965.47189413545129 4604.8070866565031 889.91151344613172 255.55689529693336 21.959067849733401 135.15332194470102 27.546615413855761 17.534163709264249 99.77729371067835 9.6838577079470252
leaf_count=38565 351 208 8219 9 7296 76506 9879 3335 201 1480 195 107 6873 75
internal_value=0 -0.0123254 -0.0197575 0.00169965 0.00233392 -0.000246713 0.0138737 -0.0249475 0.058366 0.0287725 -0.042669 0.00265555 -0.0630921 0.0416459
internal_weight=0 1109.04 939.197 10297.2 10152.1 8296.7 1855.38 880.691 58.5061 169.845 145.127 45.0808 100.047 144.837
internal_count=153299 13869 12106 139430 132246 115071 17175 11554 552 1763 7184 302 6882 1555
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=15
num_cat=0
split_feature=150 91 88 166 98 19 179 14 18 81 73 137 155 22
split_gain=25.029 27.1172 62.6115 33.4209 28.0765 29.4164 27.7881 26.1718 22.4393 27.5881 26.8541 24.9888 21.8856 17.928
threshold=0.45943211982749349 0.049012463192946894 0.021927063067122693 -0.0087471654990998512 0.39403005838892663 -0.21226794875977489 0.16817736900003544 -0.12649251221283928 0.41043036968527274 0.21404188095149537 0.16515165132770337 0.0017341740971391322 -0.28802966218871862 0.34675564047029167
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 -2 -6 -4 11 10 -10 13 -13 -1
right_child=1 2 7 -5 6 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.0015900231921065211 0.018374579085257144 -0.010928105430502884 -0.068399299513510245 0.050343779476886466 -0.11632277331412451 -0.0014897215478240136 -0.018419976238095322 9.7941522323128464e-05 -0.00052632738871341643 0.027228978776309695 -0.047185617711136857 -0.0087702932339490513 -0.053154906659863124 -0.25245695323287437
leaf_weight=306.56827313810209 923.83274380690273 110.27633620700726 78.783412459830288 461.87216016279126 32.282303485077136 3861.7580303683335 284.39043725276133 191.05208855816454 591.02913137117685 266.19842300084929 155.88127738292314 173.84459336430882 307.77986597384188 2.8032212673570021
leaf_count=6631 14391 4319 8710 4667 2006 79140 1814 2616 14955 5212 2038 1588 5192 20
internal_value=0 0.00318051 0.0198071 0.0385342 0.000436759 0.00234498 -0.0284004 -0.0199011 -0.0102672 -0.000412708 -0.0102642 -0.0228888 -0.0371341 -0.000711902
internal_weight=0 5944.25 841.984 572.148 5102.26 4785.59 316.673 269.836 1804.1 1013.11 746.91 790.996 481.624 309.371
internal_count=153299 117663 20312 8986 97351 93531 3820 11326 35636 22205 16993 13431 6780 6651
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=15
num_cat=0
split_feature=73 97 158 108 74 178 55 130 73 149 140 9 9 158
split_gain=26.1079 43.0092 36.8976 54.9508 36.8708 34.9926 32.175 30.7938 54.0984 30.9389 25.9323 22.8353 32.6602 30.776
threshold=0.1016440478265685 -0.015991611633825412 -0.13299571995151696 1.7532077492317431 -0.18189898399574592 -0.2681686073437855 -0.18426401308601897 -0.075152210198218133 -0.057059126580503959 0.72250402606334885 -0.10661103460218342 -0.075435041139026202 -0.13928147031697477 0.5122107665935578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 10 -2 -6 8 -1 -9 -3 12 -4 -13
right_child=2 4 11 -5 6 -7 -8 9 -10 -11 -12 13 -14 -15
leaf_value=-0.021081330453214947 -0.055160319117711347 -0.087311714833372994 -0.034272817317675036 0.027013934672879922 -0.067675809349599533 -0.0055582138291339423 0.011319725126157958 0.0016131075229143567 -0.14288720813846312 -0.15770552815727124 0.070021788074239852 -0.051883232646768099 0.037103709792930213 0.19118306948212743
leaf_weight=247.52247500143494 156.84105070238002 11.264201352692906 177.93322888074181 519.90635741504957 52.750851503471495 1526.1694889788632 2284.1723333697373 772.12776619102806 42.761937141680392 12.384595224270013 149.72921128149028 311.59127593156882 100.2129880644934 5.29766912326886
leaf_count=15211 991 1605 1911 6645 760 16264 49503 24576 6011 312 3463 22387 1799 1861
internal_value=0 0.00552835 -0.00737075 -0.00140244 0.0127254 -0.0101807 0.00953658 -0.0111982 -0.0390246 -0.000901954 0.0590137 -0.0294664 -0.00855665 -0.0478197
internal_weight=0 3572.71 2797.95 2202.92 2497.92 1683.01 2336.92 1074.8 290.284 784.512 160.993 595.035 278.146 316.889
internal_count=153299 101441 51858 23900 55331 17255 50263 46110 21222 24888 5068 27958 3710 24248
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=15
num_cat=0
split_feature=157 90 16 33 178 101 128 23 4 101 23 91 91 130
split_gain=22.6436 22.1758 30.7611 41.64 29.8018 36.9817 26.802 25.1605 12.4773 17.2502 16.3018 7.26272 3.76974 0.452397
threshold=-0.6061947922659342 1.1055369661215984 -0.1866138184494259 25.04117623985368 -0.22958179710116527 1.0322133419624959 0.78169805096730782 0.4280839289791763 -0.0098339708539111597 2.037356731346152 0.86657826361579082 0.13404191413021382 0.028587867880876725 0.032208057233760377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 11 12 -11 13 -10 -1
right_child=1 2 3 -5 6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.024457708113487468 -0.078929417744477259 -0.072864696048997521 -0.082477984760380652 -0.014991505553391616 0.0034608587218451208 0.033016951130589972 -0.042332379537268761 0.033073361862747667 0.22330791019040519 -0.31244672242569432 0.029313534540595928 0.072650573384594672 0.10165692017528327 -0.10784346630026709
leaf_weight=0.72955496875510828 96.187820424995152 26.108528319513425 115.36981045687571 440.55840105528478 5270.5973703092859 42.570104207668919 130.98638596081219 158.64227419160306 2.7352727673132895 1.8563255090266455 5.624660468660295 3.8975833849981427 37.067040159832686 6.014399678359041
leaf_count=122 7966 243 669 2289 138323 226 957 2017 29 5 92 57 243 61
internal_value=0 -0.000997664 -0.0172486 -0.0289967 0.00117489 -0.0445849 0.00235039 0.0181025 0.061813 0.083831 -0.0554906 -0.0360188 0.110017 -0.0988229
internal_weight=0 6281.02 740.679 555.928 5540.34 138.758 5401.58 184.751 57.9248 47.2833 7.48099 10.6415 39.8023 6.74395
internal_count=153299 152690 5218 2958 147472 8192 139280 2260 609 369 97 240 272 183
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=15
num_cat=0
split_feature=149 2 134 139 2 58 59 157 105 148 119 23 68 85
split_gain=21.9199 59.3948 40.0438 39.6572 38.3629 33.6177 40.3421 55.8644 34.747 28.3208 35.7189 32.0623 28.2284 27.5154
threshold=-0.27420545994062434 -0.18446173867368082 -0.076111295467545012 0.018182359340597379 -0.36487863603606135 0.62296522873153215 0.22750497793137761 -0.16028705083366404 19.215735198857129 -0.015867134186868286 0.96155976489904804 -0.042742293234654567 0.25971110801258535 -0.073016186642384642
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 -1 -5 6 8 -8 -2 10 -7 -11 -3 -4
right_child=5 2 13 4 -6 9 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.08290501198386116 -0.0054115453609263542 0.041671071949967997 0.075528974976572419 0.0010420404555608789 0.056311506115554966 -0.015129320823939583 -0.0040297314669870783 0.046715892160161643 0.069978606352737657 0.061990563628562381 0.15881547368275695 -0.071459043285593771 0.24306952177049979 -0.023419532960640484
leaf_weight=27.794873993902002 4676.0239739236131 37.165804880292853 29.721032151312102 181.31148719345219 408.61177521930949 130.84335291551542 479.31290471815737 396.31173593182757 61.944682403467596 20.050102915789466 12.976020159898324 176.38943013493554 8.5628771437332016 516.31959593147621
leaf_count=304 101108 1826 2396 1721 3559 3477 3905 13844 1934 1309 62 5294 517 12043
internal_value=0 0.012135 -0.0105059 0.0338247 0.0393246 -0.00263151 -0.000781524 0.018938 -0.00442589 -0.0331526 0.000564748 -0.0578382 0.0793837 -0.0180338
internal_weight=0 1209.49 591.769 617.718 589.923 5953.85 5613.59 875.625 4737.97 340.259 143.819 196.44 45.7287 546.041
internal_count=153299 22366 16782 5584 5280 130933 120791 17749 103042 10142 3539 6603 2343 14439
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=15
num_cat=0
split_feature=112 13 1 148 108 77 72 113 77 176 154 34 112 174
split_gain=20.0742 29.3819 39.4628 48.28 29.6852 29.0136 39.8124 35.3965 32.9851 36.9462 33.493 20.3171 19.7127 7.55729
threshold=0.47630249063040347 -0.29705981210777233 -0.087256295886076099 0.19663659559596516 1.8591412747583316 0.11491620649708335 0.18621156487690624 0.07671621974372235 -0.054648018426909091 -0.12435995143203182 0.49527837436115946 2.9598148171530645 0.076436270381020466 -0.23901130442958485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 3 -3 -4 8 12 -8 9 -1 -10 13 -7 -2
right_child=1 2 4 -5 -6 6 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.055562516464805256 0.022823405849533879 0.036939790823340403 -0.06298986995609844 -0.056876134188064954 0.0027729106689509658 0.019575355733589692 0.056096570138023355 0.013092587437447593 -0.0075540577793656001 0.0077703518713436587 0.04098407467684341 0.40337149385389071 -0.039218808656862683 -0.062266178545024489
leaf_weight=94.477462603768799 11.2324668723013 267.45442221453413 151.84387348743621 69.008309976197779 125.26628965267446 80.942329973433516 225.84884587157285 1254.8578499599971 4939.8128523515188 3677.3431842222053 146.37613018706907 0.96762103028595348 193.00449138514523 147.55591902576271
leaf_count=1427 406 4556 932 1500 1141 1481 3141 17776 64161 37534 7490 7 5239 6508
internal_value=0 -0.0152633 -0.0053172 0.0176982 -0.0332621 0.00142491 0.0131728 0.0196519 -0.0009022 0.00618398 -0.00615717 -0.0534632 -0.0218471 -0.0562471
internal_weight=0 773.329 613.573 336.463 277.11 10612.7 1754.65 1480.71 8858.01 3771.82 5086.19 159.756 273.947 158.788
internal_count=153299 15050 8129 6056 2073 138249 27637 20917 110612 38961 71651 6921 6720 6914
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=15
num_cat=0
split_feature=116 176 67 77 71 115 78 85 85 109 169 139 115 61
split_gain=25.1866 30.3967 28.7439 26.5482 71.8697 52.6896 43.2076 42.1252 29.2538 24.454 18.4585 15.9727 17.3116 8.96038
threshold=0.016068834984355823 0.073717366292463241 0.35434073422525236 -0.051349774261527779 -0.031947602012630354 0.093897664621082635 0.07498583184458156 -0.068130362882066961 -0.093097924369854035 0.022243248794989994 0.045888273902200759 -0.36778384940761483 0.01679278147576738 -0.27054159211478429
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 9 6 8 -6 7 -2 -5 -3 -8 12 -1 -13
right_child=3 2 -4 4 5 -7 10 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.027299279721141573 0.0035740430959099456 0.026699024056569418 -0.096602092835285605 -0.11023242885499421 -0.03264518589516293 0.0068151974066288845 -0.10705186613089748 -0.017694255489602625 0.040195493951985739 -0.062171353433601965 0.040555024377145255 0.096077065936205297 0.13104063488418882 -0.061336615465487944
leaf_weight=26.473652224376565 1939.2705355096841 199.57119523821166 26.673170872076298 13.184579617343841 401.28385236457325 2158.548834971727 8.7683012508423399 1791.6560012221962 663.87398428510642 36.648368618814857 250.66003976046341 3.6833099489685983 9.3412829325534386 198.19898919369007
leaf_count=496 18113 3024 1298 239 11567 22132 101 13298 5207 2124 964 1068 41 73627
internal_value=0 -0.0216313 0.00179995 0.00156328 0.00829262 0.000629319 -0.00389542 -0.00663936 0.0372662 0.0129112 0.0355661 -0.0475462 0.0139991 -0.0584646
internal_weight=0 500.59 262.893 7227.25 3236.89 2559.83 3990.35 3730.93 677.059 236.22 259.428 237.697 35.8149 201.882
internal_count=153299 81678 6446 71621 39145 33699 32476 31411 5446 5148 1065 75232 537 74695
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=15
num_cat=0
split_feature=77 73 71 72 120 135 119 129 1 22 125 134 127 90
split_gain=24.2551 25.4215 55.0997 45.6421 34.8271 22.991 14.9142 14.8041 12.7153 13.7723 13.8106 9.0242 4.35018 4.1746
threshold=-0.19474822120652216 0.47834146043493897 0.77029657103552274 0.57173182717621995 0.33787596566961647 0.29535157528121631 -0.21230585434344421 1.0191028323711933 -0.24780294240628517 0.055407114794724134 -0.31662946639076411 -0.035785031075559956 -0.2393631445312305 -0.17712475704023728
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -4 -6 11 10 -10 -1 -13 -11
right_child=1 4 6 -5 7 -7 -8 -9 9 13 -12 12 -14 -15
leaf_value=-0.3361638022282592 -0.0014825927363162881 0.023887229305682642 -0.059983963216131378 0.038424111950842263 -0.0533370043024637 -0.02721270964146378 0.055890323873344007 -0.012784575000935036 -0.065596467314127119 0.3478478190494218 0.070128580026410578 0.027802386873141377 -0.10542766916062192 -0.077588806421323209
leaf_weight=1.6058321073651338 4949.9135580963848 237.74295161734335 11.684984299994538 304.21225077802956 236.10108811603277 139.83539695295622 224.85624421690591 145.49886323596002 11.915915980185671 0.23243823368102567 20.216817054722924 2.7184414478251737 24.889900946989655 29.906225040736899
leaf_count=9 118469 1616 195 4488 13042 1577 2155 2684 1656 218 721 28 167 6274
internal_value=0 0.000582 0.00295351 0.000827993 -0.0165697 0.00496247 0.0501662 -0.0378749 -0.0512838 -0.0257486 0.0197971 -0.105713 -0.0923092 -0.0743077
internal_weight=0 6249.85 5490.67 5254.13 759.178 377.578 236.541 381.6 91.4856 62.2714 32.1327 29.2142 27.6083 30.1387
internal_count=153299 144226 125307 122957 18919 3193 2350 15726 9073 8869 2377 204 195 6492
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=15
num_cat=0
split_feature=72 87 57 127 158 26 32 61 73 156 158 107 139 128
split_gain=21.7193 27.6313 48.4156 35.1354 47.6647 42.8106 27.4348 26.5974 23.724 29.0059 19.8312 18.3911 13.6185 12.2265
threshold=0.85155169431377276 0.38749166176510541 11.54847399229566 0.0023153429885998298 -0.26245158659429474 1.1865510392094316 3.5551441139824056 0.45099451086659498 1.0422793770231225 1.2858348039168941 0.34035273706857322 -0.032629614066908126 0.3323023874004129 -0.040297718603476314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -5 -1 -3 -4 10 -10 11 -2 -11 -12
right_child=8 2 7 4 -6 -7 -8 -9 9 12 13 -13 -14 -15
leaf_value=-0.019803347524810146 -0.013210992044277683 0.067478668895673208 -0.063718502911551247 -0.0090100487504748902 0.014161947739007219 0.037139534430850073 -0.41355531341902224 0.019893225126448491 0.053174179372348841 -0.072637829049636199 0.084609625249275497 -0.047104273958062486 0.03089487391045867 -0.009407715975779371
leaf_weight=1209.2824423544971 377.95779928684351 183.79314137389883 59.307421050034463 1448.1203393932356 2293.8610189861229 148.21190242888406 1.1933301705867041 106.124309330713 98.588303704746068 36.761489112628624 26.037187944239122 277.74327769734373 19.414870352484286 29.507686831289902
leaf_count=72916 2528 5368 348 19779 47757 802 10 1495 634 123 121 1185 83 150
internal_value=0 0.00206158 0.0292245 0.000195037 0.00519455 -0.0135863 0.0643756 -0.0100817 -0.0149869 0.020495 -0.0227076 -0.0275676 -0.0368563 0.0346638
internal_weight=0 5449.89 350.418 5099.48 3741.98 1357.49 184.986 165.432 866.011 154.765 711.246 655.701 56.1764 55.5449
internal_count=153299 148475 7221 141254 67536 73718 5378 1843 4824 840 3984 3713 206 271
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=15
num_cat=0
split_feature=90 20 19 104 56 90 89 70 64 94 108 169 128 58
split_gain=21.451 21.2128 31.5894 51.7976 37.5498 27.5287 22.7377 16.6319 15.0569 12.7207 6.60508 7.99748 5.95915 3.28324
threshold=-0.064032359564478877 0.37181366864929383 0.10977209312006946 -0.0058047915053680756 -0.050462384076615373 1.6149160525581021 1.8642744390461812 0.014042967026850537 -0.19318639607475396 0.01060672190717713 2.0335514358621061 -0.17036579616038597 0.15908589998029396 0.43350623168573638
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 9 13 -10 -12 -11 -1
right_child=1 5 3 -5 -6 6 -8 -9 10 12 11 -13 -14 -15
leaf_value=-0.086413945024564717 -0.020437266174682507 -0.082063116145709755 0.052726042764475949 0.005445421625335959 0.0019907696686544021 0.10277259232701366 -0.043051006755615601 -0.022658554069395383 -0.085085079356086807 -0.090012012459023349 0.082777125049260172 -0.090094428704244875 0.10461459868925159 0.064256189742651515
leaf_weight=9.2340222503844434 902.73709820186195 57.327563312377606 288.06335019443941 1184.4221732585866 4312.9969214855955 29.218030859017745 16.864662372856401 264.96905884737498 58.17616809343599 1.7982077223277873 5.6099777594208717 5.1171553211752308 12.571776910859624 1.7148509504913807
leaf_count=1332 13463 15961 14049 14908 80366 164 233 5095 6941 308 35 193 71 180
internal_value=0 0.000473784 0.00176053 0.014695 -0.00189107 -0.0228882 0.0494062 -0.033225 -0.0475578 0.0183884 -0.0717901 0.000312352 0.0802597 -0.0628155
internal_weight=0 7056.6 6688.22 1472.49 5215.73 368.379 46.0827 322.297 94.2222 25.3189 68.9033 10.7271 14.37 10.9489
internal_count=153299 144239 122786 28957 93829 21453 397 21056 9060 1891 7169 228 379 1512
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=15
num_cat=0
split_feature=151 100 73 73 93 118 10 109 93 35 4 16 154 120
split_gain=19.486 26.8169 26.6817 24.062 25.2471 30.9454 24.9306 19.6074 15.5261 15.356 12.7948 12.0838 8.64152 0.0166988
threshold=-0.33855295472928842 -0.18123427136206943 1.2339935391693029 1.0422793770231225 1.8974411453943714 0.51618062287576072 0.76444345154057702 -0.13071148840168342 -0.11204995557372481 0.12794130564763803 3.2932214740485439 -0.20074332894122887 -0.31347711382388671 0.46836919780012481
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 9 4 6 -6 -2 -5 13 -3 -4 -9 -10 -1
right_child=3 2 10 7 5 -7 -8 11 12 -11 -12 -13 -14 -15
leaf_value=-0.083764279803360667 0.0019033087235525836 -0.056854037644683275 -0.081151034167312272 0.26298010459549792 0.077938621200668967 -0.054373586652982614 -0.026368830184276739 0.0022724801641283115 -0.081760613142799851 -0.0084212181942472011 0.33247708484415667 -0.062381212017424081 0.11752136676680446 -0.097565417819229658
leaf_weight=4.473951869178566 10481.837841747823 167.13210582578176 1.0087051801965565 2.1109400615096083 83.853644163405988 22.398011375509668 321.46605918579735 40.354085486062104 2.4086296572349992 107.61497057440283 2.8918391936458647 101.91597215598449 22.527511331951246 1.090375632047653
leaf_count=125 137778 6295 118 10 933 502 3369 920 117 1658 25 1273 174 2
internal_value=0 -0.0244523 -0.0341965 0.00100238 0.00153912 0.050047 0.00106204 -0.0395537 0.0645693 -0.0378835 0.22551 -0.0440426 0.0982723 -0.0864687
internal_weight=0 309.148 278.648 11053.9 10909.6 106.252 10803.3 144.381 30.5005 274.747 3.90054 142.27 24.9361 5.56433
internal_count=153299 8514 8096 144785 142582 1435 141147 2203 418 7953 143 2193 291 127
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=15
num_cat=0
split_feature=106 59 154 158 118 73 52 157 46 56 6 13 76 44
split_gain=24.739 27.6582 33.8629 30.413 24.989 21.0617 13.4216 10.9492 5.20199 8.97378 4.56636 5.74106 1.96577 1.91676e-05
threshold=-0.23378130616967349 -0.19094484554120264 0.13032415466091077 0.414529059437661 -0.33612702686557744 -0.038894643832090521 0.19315037604653817 0.019346283641429592 -0.08508433879236664 0.28362146015621387 0.14218483791004075 -0.092067413742957835 -0.056358737611081622 0.055841005886471069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 9 13 11 -10 -12 -1
right_child=1 2 3 -5 -6 7 -8 -9 10 -11 12 -13 -14 -15
leaf_value=-0.080090401487072513 -0.039479604229390126 0.061953019693833669 -0.064546428273768344 -0.0063151698800522548 0.00088995505938171981 -0.088723477843412335 0.11290811667682531 0.10845757055380284 -0.080439261411971094 0.32327557641657201 -0.17368601438800632 0.21505294148922346 -0.082459800652260495 -0.0809305618652085
leaf_weight=1.0866451271995168 25.5841729921558 67.653682229914921 148.41226068228389 226.68252150565968 7132.9939712660835 2.9883376926391056 7.4663823343798859 48.866272242390551 1.5286786687320275 0.88912751993120753 2.512549719773232 1.1537526530228195 39.440548542708711 0.36200980973080721
leaf_count=2030 3651 1812 33456 8188 93965 559 43 681 891 31 33 42 7885 32
internal_value=0 0.000573857 -6.22548e-05 -0.0293553 0.00146367 0.0573315 -0.00505401 0.0970942 -0.0722197 0.0731915 -0.0798356 0.0466562 -0.0879233 -0.0803004
internal_weight=0 7660.65 7575.74 375.095 7200.65 84.9052 33.0506 51.8546 46.9733 2.33778 44.6355 2.68243 41.9531 1.44865
internal_count=153299 142355 137421 41644 95777 4934 3694 1240 10944 2093 8851 933 7918 2062
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=15
num_cat=0
split_feature=44 8 151 46 19 55 63 72 46 34 19 19 73 34
split_gain=23.5954 48.6013 47.8691 57.2696 40.0603 42.1843 33.6146 28.912 27.8563 32.3657 26.1877 22.1142 16.8724 14.9438
threshold=-0.12635562194855757 -0.29770903337028642 0.03757320244523904 -0.041191278582354093 -0.39386017295568582 -0.095667714177364416 0.11872654861114891 0.79592074850484706 -0.16164534556697144 -0.025438945198800949 -0.043799087458058668 -0.13112645762693453 -0.12942853898655038 -0.088102277972957818
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 10 -4 13 -6 8 11 12 -10 -2 -8 -1 -3
right_child=1 4 3 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.059569553776620224 0.037333543141211338 0.07020021023517789 0.017475889434083246 -0.10914394897949838 -0.027762992178549994 0.0039398425318380179 0.13029110464128826 0.052724184363320895 0.043176528307088 -0.0069091543732550491 -0.037732131473728059 -0.076859475343527564 -0.062616005578081349 -0.079422890300417257
leaf_weight=14.261621108336838 87.960623262508307 7.2772079458227372 49.116441299869621 130.97359469007642 462.19800621605827 4566.3857348046804 5.5039336415939024 28.337966380408034 478.49387736801873 176.65270321824937 98.536766466335393 80.934019254054874 54.450510661350563 80.690087555387436
leaf_count=546 1841 138 487 623 14357 113521 74 162 9342 3581 1185 606 789 6047
internal_value=0 -0.00266447 -0.0378375 -0.0746106 -0.000144421 0.0010259 0.0153463 -0.0349319 0.0233185 0.0296715 -0.00232776 -0.0636692 -0.0372556 -0.0670451
internal_weight=0 5483.14 366.587 180.09 5116.55 5028.58 838.635 114.776 723.859 655.147 186.497 86.438 68.7121 87.9673
internal_count=153299 138199 4136 1110 134063 127878 15100 842 14258 12923 3026 680 1335 6185
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=14
num_cat=0
split_feature=115 52 31 53 79 76 148 157 103 22 117 177 97
split_gain=21.3256 25.2703 72.4408 35.5476 29.2236 61.2076 20.2004 20.154 7.43778 2.91387 2.74169 5.71872 0.635979
threshold=-0.19631000767281157 -0.099332084454701305 -0.099886931815452662 -0.058964089070368438 0.11194436084355332 0.293061215804091 0.67595070541305879 -0.358694126311915 1.2142087985293541 0.16764708215355476 0.042401024161639274 -0.076913291435389233 1.1968966453611973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 6 -4 7 -6 -3 -2 10 -10 11 -1 -12
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 12 -13 -14
leaf_value=-0.081436089882000295 0.30543592576954398 -0.081274125680182441 -0.02418211353402637 0.0029009220047744276 0.12054762323644792 0.013559299154130344 0.081194238875068284 -0.082728358068763427 -0.041773406986848942 0.091733524395911148 -0.086843298804959002 0.15108035355741023 -0.13906435114183252
leaf_weight=3.5308318580609921 1.3978776609365002 133.73264730114533 534.66041922981458 5179.7379086028595 65.463553105524625 291.93265842998517 8.1173454047093383 31.025997622426075 2.9267024407163253 3.7034753486514091 35.177144866605886 1.5101979528189975 2.497712865471839
leaf_count=2106 266 9860 8524 117724 563 2501 85 2262 14 28 9186 170 10
internal_value=0 0.000255678 -0.00138538 0.000366932 0.0249092 0.0331561 -0.0719769 -0.0659936 -0.0657427 0.0328007 -0.0810382 -0.0117785 -0.0903054
internal_weight=0 6246.07 5856.25 5714.4 389.82 357.396 141.85 32.4239 49.3461 6.63018 42.7159 5.04103 37.6749
internal_count=153299 141785 136193 126248 5592 3064 9945 2528 11514 42 11472 2276 9196
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=15
num_cat=0
split_feature=28 134 10 61 151 79 158 84 149 84 96 61 61 101
split_gain=21.2809 25.2982 61.1131 47.9625 43.8774 32.3019 65.2129 48.7887 9.9716 4.19631 0.043837 0.0322343 0.0105263 0.000128628
threshold=-0.1389665012009548 -0.076111295467545012 -0.26741203221714988 -0.27054159211478429 0.32759578796844951 -0.019943290481754829 0.19003551511862696 0.067052122301818159 -0.5519902278721216 0.03043144017082473 0.037824924831347979 -0.10210632974286062 0.066490769675673259 0.093635599975612507
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 9 13 12 -12 -10 -1
right_child=1 5 4 -5 -6 6 -8 -9 10 -11 11 -13 -14 -15
leaf_value=-0.080619423950066146 0.073690407349977116 -0.036946366369518972 0.073569417681476373 -0.074775824357204729 -0.07553381464213442 -0.0012096539904932419 0.055602260274341855 0.12463436592623384 -0.081918389301171443 0.11969798879209 -0.086362830407585606 -0.099667174633060907 -0.095493335345992983 -0.08257926377588691
leaf_weight=0.91118386527523287 30.102128438767977 373.82283652285696 193.52288533667161 78.511742767441319 21.977729377118521 6158.1473329047949 208.90206597816723 19.670304933446459 31.670375905254332 3.7173056975007057 6.6626722618821077 2.5060615977563412 0.58170498374965873 0.5294820973649621
leaf_count=177 329 43899 8042 3139 2505 74459 11608 243 8347 20 302 89 110 30
internal_value=0 0.000244354 0.0275358 -0.0336287 0.0583632 -0.00106406 0.000654338 -0.0288691 -0.0675703 0.0635464 -0.0838978 -0.0899993 -0.0821632 -0.0813397
internal_weight=0 7084.66 324.114 108.614 215.501 6760.54 6367.05 393.493 46.5788 5.15797 41.4208 9.16873 32.2521 1.44067
internal_count=153299 144224 14015 3468 10547 130209 86067 44142 9075 227 8848 391 8457 207
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=15
num_cat=0
split_feature=71 109 118 100 109 139 21 61 19 71 65 20 28 160
split_gain=19.2298 25.5985 24.5238 23.862 39.6663 25.9515 24.7945 22.9294 21.6726 20.8158 16.9601 10.7619 9.92933 5.93386
threshold=-0.21359154426456745 -0.53958210525637706 0.086740943638159554 -0.2775460321687076 0.080253966489329906 -0.48755837978571764 0.029364277845756483 -0.18883451845735788 -0.012870500384398676 -0.11903091759201513 0.045834860094176651 -0.07225392152381277 -0.10374399399952262 0.16993067705197903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 10 4 6 9 -2 13 -7 -5 -3 -9 -4 -1
right_child=3 2 12 5 -6 8 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.11030015707804808 0.069770395335423077 -0.039325253774014218 -0.020643537940894855 0.047635780284584775 0.45097048201257195 -0.0044834357401949965 -0.015169914198300927 -0.0088659933921829987 0.004507418498322562 -0.086233378543816464 0.096778004795215589 0.12907830275054683 -0.13467924084069341 0.090692952460583232
leaf_weight=9.8249082406982762 82.834098804742098 68.204378911759704 9.5431674062274379 14.529386329581028 2.3248315155506125 4681.0940733869138 58.732713092816994 8.0507382173091191 6275.095748704116 57.913522201473825 10.575350594706832 19.010695685865358 38.197072401642799 1.7270353855565179
leaf_count=120 659 810 111 271 13 69725 1039 212 78202 1578 156 207 178 18
internal_value=0 -0.0335766 -0.0553276 0.000799458 0.041259 0.000271578 0.0345307 0.0376924 0.000666025 -0.0593841 -0.0210548 0.0880401 -0.111884 -0.0802513
internal_weight=0 165.133 126.52 11172.5 143.892 11028.6 141.567 38.6134 10956.2 72.4429 78.7797 27.0614 47.7402 11.5519
internal_count=153299 1812 1255 151487 1711 149776 1698 557 147927 1849 966 419 289 138
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=15
num_cat=0
split_feature=19 139 101 18 82 82 10 8 106 10 16 96 34 124
split_gain=24.2164 35.7748 29.5726 25.6617 40.4231 45.1377 44.7563 35.2194 36.4369 21.9567 12.606 7.75693 7.22287 6.71833
threshold=-0.55290637105477891 -0.15726435410273151 0.071357102661047833 0.27155976520160025 0.3810853711457145 -0.013321369668495349 0.54444465698135314 -0.044396424000814075 0.61752990466075997 -0.14455785633792956 0.2826072510436563 0.40845709672054953 0.52097367195886823 -0.33741162522127222
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 7 5 -5 -6 9 -9 -2 -4 -1 13 -3
right_child=3 12 10 4 6 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.065117132310247169 -0.029366758387798193 -0.44653393635092187 0.13193476466349313 0.0071286786658549123 0.03101545127099388 -0.010826278447996034 -0.03712392195619723 -0.02798787817904343 0.025936197216282347 0.070207149913258091 0.3231586366105732 -0.099832184691418288 0.080459209705173562 -0.10106677385891215
leaf_weight=37.67654211143963 31.55286920841354 0.59451016038656135 7.3340506218373758 3093.3733067337116 750.36862328620919 2557.9076033285619 110.60457385535119 859.75026493422774 146.68638247600757 74.272263210878009 6.5052688755095005 3.0843322426080695 2.1562480591237536 10.594468848939867
leaf_count=779 3152 4 29 63034 16674 53604 2026 9369 3133 1093 45 30 15 312
internal_value=0 0.0596449 0.0955184 -0.00032058 0.00207701 -0.000998173 0.022262 -0.0143584 -0.0201285 0.0405181 0.221821 0.0526356 -0.0871269 -0.119423
internal_weight=0 67.9454 54.6002 7624.52 6512.25 5651.28 860.973 1112.26 1006.44 105.825 13.8393 40.7609 13.3452 11.189
internal_count=153299 1214 883 152085 135338 116638 18700 16747 12502 4245 74 809 331 316
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=15
num_cat=0
split_feature=148 170 136 13 139 155 32 134 67 97 32 179 36 41
split_gain=22.8628 38.0749 41.3763 64.3224 48.9162 27.3788 26.4501 20.934 35.2134 35.0245 28.0477 21.3553 19.9911 17.5465
threshold=-0.30761572444379243 1.0054163595019743 0.020059204294115108 -0.16572546421142664 0.12927641699130954 -0.22916387352820092 0.1366044941256192 -0.0082082481784312589 -0.0070494866570791825 0.0094003671291251496 0.04234248436113295 -0.18580837594145702 4.3862054415720371 -0.011315140210050312
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 -3 -7 9 11 12 -11 -9 -1 -10
right_child=1 5 4 -5 -6 6 -8 8 13 10 -12 -13 -14 -15
leaf_value=-0.049610845518143931 0.026253421495085767 -0.0505090272022823 -0.031216623139059086 -0.0062699646460964353 -0.00026394629886101567 0.0042886324679374142 0.088278012830083963 -0.046104622710050724 -0.12513986568202437 -0.16677535178647782 0.0087508845318095742 0.029322803879006227 0.019347696175527077 -0.022343010931096405
leaf_weight=102.40603637894674 1222.5100291085546 25.706333776557585 674.66014526979779 1209.9326597033214 2099.2368436811375 56.248362106154673 112.46521308511728 43.751847271923907 17.428409091968206 33.667401882077684 12.477483898721401 264.2044649538293 71.316548069706187 351.32125064561842
leaf_count=2566 20162 1213 28757 57501 24249 749 1340 356 209 266 381 2961 4291 8298
internal_value=0 0.00217843 0.000555887 0.0100758 -0.00779218 0.0456282 0.0602763 -0.015065 -0.00635506 -0.0418722 -0.119313 0.0186067 -0.021302 -0.0272016
internal_weight=0 5400.76 5206.34 2432.44 2773.9 194.42 168.714 896.573 676.706 219.867 46.1449 307.956 173.723 368.75
internal_count=153299 133971 130669 77663 53006 3302 2089 19328 11824 7504 647 3317 6857 8507
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=15
num_cat=0
split_feature=28 131 127 13 134 70 16 69 133 161 104 82 87 64
split_gain=20.0318 20.1173 28.7861 32.9437 31.1379 28.1775 29.4061 20.4118 1.69793 1.61181 0.647352 2.1676 0.65906 0.00144311
threshold=-0.05110053461908793 -0.52298913120431545 -0.095526953977862886 -0.55587375140225481 0.81367307819385071 0.026719815456983372 1.0213363746084212 0.10843190500414698 0.24198911820765753 -0.13217178919717718 -0.32299646141127419 0.084127878015313864 0.21993698335983092 0.056711145437042934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 10 -10 11 -1 -12 -11
right_child=1 2 3 -5 -6 7 -8 -9 9 13 12 -13 -14 -15
leaf_value=-0.081532339148601085 -0.036452410690379036 -0.029644104138675742 -0.064581264010186046 0.0028042324372938945 0.017570093861120465 0.11342480026788965 0.3937975851590223 0.026579706741764533 0.062391739489855672 -0.083554836874197361 -0.081843946672120776 0.13661647426562817 0.065889745660077992 -0.091706172223351312
leaf_weight=1.8275624438974767 53.730304509030248 601.18733246795819 73.573103357251966 5219.0909753005508 181.96066305710701 47.224541493458673 1.6369261862710107 63.395120307104662 1.7713254228583539 0.98804394295439013 33.981426263986577 0.60668981075286854 0.30467902484815468 0.27838620543479919
leaf_count=1020 4492 34433 1221 76129 1879 418 11 836 31 109 32714 1 4 1
internal_value=0 0.000158125 -0.000780224 0.00186751 -0.0186741 0.0345056 -0.0237321 0.0636547 -0.0710494 0.000800094 -0.0769933 -0.027163 -0.0805311 -0.0853467
internal_weight=0 6241.8 6075.81 5292.66 783.148 165.987 55.3672 110.62 39.7581 3.03776 36.7204 2.43425 34.2861 1.26643
internal_count=153299 119419 113662 77350 36312 5757 4503 1254 33880 141 33739 1021 32718 110
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=15
num_cat=0
split_feature=85 76 136 154 11 177 72 2 44 21 59 118 128 65
split_gain=20.8804 37.475 54.1916 45.1453 43.6573 36.0688 31.3924 50.1612 49.2566 23.5873 20.5571 19.1263 15.6715 10.222
threshold=2.0861297303843203 1.2379185703006073 0.51035740706325938 0.054212414797255602 -0.12774026286391763 1.1267179251567934 0.35734318439495433 0.044462129006183161 -0.13772499151116618 0.16608463838016516 0.50060178939472411 1.091361146532589 -0.034823631233717227 0.127062310769579
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 11 8 -8 -1 -7 -11 12 -2 -13
right_child=5 2 4 -5 -6 9 7 -9 -10 10 -12 13 -14 -15
leaf_value=-0.036956372455147539 0.016408799331330409 -0.038138557407030697 -0.099950838592007943 0.076973709718273123 0.02282650407521767 -0.052123438819687923 -0.014461982252423664 0.030448188059597255 0.0074234060525451276 0.33292633037805291 -0.085290305326240198 0.26575303408611323 -0.084671530898994846 0.022676498575750638
leaf_weight=268.02661666500353 18.420168032986112 40.690704427426681 45.935756285849493 209.38511046516942 78.375134076573886 4.3594439923763257 2323.4216264597198 278.51424746074917 3736.8301667749693 5.5286803256021813 1.4926486632321028 2.2171723162755352 91.674865040346049 7.8735575563041493
leaf_count=10745 252 169 374 662 1429 11 21862 6898 109956 63 46 4 732 96
internal_value=0 0.000641248 0.0314193 0.0582434 -0.0225426 -0.0395703 -0.00110285 -0.00965475 0.00445327 0.13058 0.244019 -0.0556824 -0.0677596 0.0760862
internal_weight=0 6981.18 374.387 250.076 124.311 131.567 6606.79 2601.94 4004.86 11.3808 7.02133 120.186 110.095 10.0907
internal_count=153299 152095 2634 831 1803 1204 149461 28760 120701 120 109 1084 984 100
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=15
num_cat=0
split_feature=99 52 123 91 166 77 121 20 55 170 111 133 52 20
split_gain=18.3014 27.4814 44.6791 52.4275 34.15 41.0337 32.1628 29.4413 24.3186 44.6243 38.4184 29.594 28.8484 21.4403
threshold=0.016983917647664375 0.40170381727646381 906.50000000000011 0.021442216857191634 0.11081856087976101 -0.1405824237898434 0.041160033420208887 0.42665155480394562 -0.060750386078520062 -0.1579743026404456 1.1542616866890782 0.032452661909449912 -0.12785051115477417 0.43482718346729182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 6 -6 -1 -3 10 13 11 -2 -11 -10
right_child=8 2 3 -5 5 -7 -8 -9 9 12 -12 -13 -14 -15
leaf_value=0.00646982131860252 -0.050375916259742894 -0.027999999754756547 0.01745157735448143 0.51609229825770553 0.05185140866468655 -0.0074706058354349044 0.051890729844519173 0.10608680393664234 -0.047873160479619627 0.13910167278943494 0.17058392490190605 0.011633585114925332 -0.0029203832825344497 -0.2188926704561395
leaf_weight=268.83092036185553 81.22120318657835 328.80456469790079 5.6241404982283694 3.3731981636956334 139.42407439660747 712.36824198527029 371.11088945117081 17.233411453664303 151.44487291809492 14.328960130413178 14.741642465698531 1468.3367037382122 7728.8694936613756 7.7034914126852518
leaf_count=3921 2460 8299 71 30 946 6696 2272 113 6425 610 271 27878 93123 184
internal_value=0 0.00940277 -0.015602 0.204397 0.015354 0.00223941 0.03281 -0.0213222 -0.00147986 -0.0037349 0.00991186 0.00838331 -0.00265757 -0.0561513
internal_weight=0 1846.77 355.035 8.99734 1491.73 851.792 639.942 346.038 9466.65 7902.35 1564.3 1549.56 7743.2 159.148
internal_count=153299 22348 8513 101 13835 7642 6193 8412 130951 100342 30609 30338 93733 6609
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=15
num_cat=0
split_feature=157 112 1 108 53 167 1 157 23 22 92 136 10 14
split_gain=24.3158 62.0728 34.9875 76.2816 66.7389 31.4916 29.4309 22.0497 22.8988 19.4849 16.5888 15.964 7.43002 2.50356
threshold=-0.35407516735582922 -0.30863037322031767 -0.32095338795759537 1.6346965533758173 -0.058964089070368438 -0.135735113394956 0.090483059985183231 -0.51492882445255639 0.10883499064809538 0.17691910612288794 0.47682425904092479 0.061277347551208408 0.13808992694204894 0.12066765047300884
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 11 -5 9 -7 8 -3 -4 12 -2 -1 -9
right_child=2 7 5 4 -6 6 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=0.069049515244520882 0.07062824780675514 0.073952352552376047 -0.041253973298733509 0.70734003854573846 0.14395918140095568 0.011704566501602193 -0.0023912693482107624 -0.088401984122517097 -0.073464344934070155 0.040803739785685883 -0.074068747615956637 -0.088542806727091666 0.16897386815787521 0.028714505376973232
leaf_weight=27.353016212582588 9.1251837320196518 20.470591311966928 255.47794129340764 2.2648860002937026 29.361481378589815 2100.2551875733698 5025.5517232886195 112.62823737863891 21.7142843046895 32.633710597910977 6.7467067260295144 20.359781187642511 10.222169950604437 1.8553161507006724
leaf_count=67 1320 1486 29112 245 686 34779 61371 16902 2712 3938 58 554 19 50
internal_value=0 -0.0341727 0.00107396 0.0764291 0.184305 0.000452827 0.00176333 -0.0637312 -0.00192906 -0.0319595 0.07031 -0.0392816 0.0962335 -0.086504
internal_weight=0 200.99 7475.03 61.1113 31.6264 7413.92 7125.81 156.668 42.1849 288.112 44.3219 29.485 37.5752 114.484
internal_count=153299 21294 132005 2805 931 129200 96150 21150 4198 33050 144 1874 86 16952
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=15
num_cat=0
split_feature=74 72 0 77 158 169 132 166 157 90 106 126 166 12
split_gain=23.6249 38.9188 35.1607 55.7126 35.146 31.3004 27.501 18.6914 32.4431 16.6052 15.7837 15.4431 5.49964 5.723
threshold=0.68045172609272531 0.64229279700883146 1.8422353202358581 0.27006886196566265 -0.17162096916694566 0.013255976863114851 0.034154290896347271 -0.37600665194342359 -0.35407516735582922 0.98887008653328035 -0.051332934699425403 0.90271056836461383 -0.063370820384873447 2.7351971298131494
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 11 -1 12 8 -8 -9 -6 -3 -2 -14
right_child=6 4 3 -5 10 -7 7 9 -10 -11 -12 -13 13 -15
leaf_value=-0.029275135038456621 0.19294479139264584 -0.093016920602697908 -0.0022716804446140239 0.026436455015375084 -0.032270595611937333 0.014847212239556632 -0.015550842095587334 -0.04995952337349225 0.13770867708905096 -0.0047360892610052892 0.032314630489533529 0.066749715978900656 0.15860446245976076 -0.1021216054316102
leaf_weight=678.51724769329303 6.7551042793784291 6.2481881467392659 3741.7793741353998 825.04915116458142 81.534143263852457 210.70994792615238 63.6874128151685 249.78688014867657 17.637504462152719 120.29366006606142 70.607400179345859 190.81229086173698 1.8010339434258624 1.580857179011218
leaf_count=8667 42 363 113489 8906 2453 4369 430 6894 74 3952 1802 1812 10 36
internal_value=0 0.00144386 -0.000627556 0.00291477 0.0338084 -0.01882 -0.0220628 -0.0257208 0.0176876 -0.0352598 -0.00229722 0.061684 0.140828 0.0367287
internal_weight=0 5805.26 5456.06 4566.83 349.202 889.227 461.542 451.405 81.3249 370.081 152.142 197.06 10.137 3.38189
internal_count=153299 141861 135431 122395 6430 13036 11438 11350 504 10846 4255 2175 88 46
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=15
num_cat=0
split_feature=73 158 23 169 173 8 164 52 163 4 90 44 32 142
split_gain=19.7914 53.6845 62.4256 61.5877 41.9152 45.632 32.9584 57.9713 62.0434 48.7231 37.5771 32.9269 32.6873 29.4749
threshold=0.72321016234860835 -0.31651167006131753 0.86657826361579082 -0.15116073899218627 0.17984521159681385 0.28298688517572718 -0.13613599638796128 -0.05591467137802441 0.12125775593195785 0.014103642810309527 0.15685882068893503 -0.13772499151116618 -0.1495605745874021 -0.052077816025340798
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 -6 10 8 -8 -9 13 -12 -3 -2
right_child=6 4 -4 -5 5 -7 7 9 -10 -11 11 -13 -14 -15
leaf_value=0.0781965986097925 0.17570546845287874 -0.060963565263662922 0.033356670735108833 -0.043562146912842215 -0.036899525977099369 0.00061440021955741627 -0.088283496738125924 0.074276659953743815 0.027513957566982657 0.0027957898326158651 -0.027137012496559188 0.05907718094758288 0.01238987205435612 -0.049565999435035528
leaf_weight=44.046368875659027 6.3347167520551002 62.480198276245574 152.48016193020158 730.81125028436691 473.36509499346357 1029.3654109963463 132.64438069111202 107.57477453304455 71.056018470786512 839.64744540571701 51.846526961657219 304.3018974061124 2192.2586670990258 69.8762439370621
leaf_count=4945 29 5552 1206 12957 14542 20049 801 790 932 5290 235 1351 84400 220
internal_value=0 -0.00358327 -0.0251313 -0.0366408 0.00173475 -0.0112026 0.00934918 0.000506112 -0.0478903 0.0109138 0.0328891 0.0465265 0.0103572 -0.0308413
internal_weight=0 4684.81 927.338 774.858 3757.47 1502.73 1583.28 1150.92 203.7 947.222 432.359 356.148 2254.74 76.211
internal_count=153299 143651 19108 17902 124543 34591 9648 7813 1733 6080 1835 1586 89952 249
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=15
num_cat=0
split_feature=96 100 121 157 29 177 103 96 73 70 20 167 157 161
split_gain=21.6101 50.7884 67.973 49.6686 49.6069 46.3285 58.9301 47.4157 43.9361 40.7695 80.6276 34.7498 29.1509 45.9241
threshold=0.0041214228160997794 0.026922710983149991 0.093585619125540101 0.1990757414338061 -0.033801589141498369 -0.066386238344686418 -0.049150207561878233 -0.041314271014855707 0.13906966840650817 0.08575944709696226 0.97303232108131821 -0.41681116271105073 -0.3634463603707983 -0.25450854136169482
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 7 -1 -8 11 -11 -7 13 -3
right_child=1 12 4 -5 -6 9 8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.054287652250514795 0.038743423563037171 -0.010326251966394723 0.11556387123529388 0.13549875789530871 -0.02207250951171065 0.17920805461011166 -0.048141953087216971 0.050995011475623103 0.050405910349364008 0.03166822892791888 1.4908942321409251 -0.052475742794782343 -0.0061414869455500912 0.023930499029074161
leaf_weight=50.857140668435022 356.9211594833323 661.09509992477251 28.940501283534104 62.319344345785794 275.17170566198183 6.5822301619919008 225.86276274087868 269.23401356009708 56.571786174521549 57.228147151385201 0.38117241283180092 393.0838573669389 3686.65902816772 959.03603612945881
leaf_count=3770 6066 5676 1569 2813 14082 333 16793 9287 1577 2990 13 48998 32479 6853
internal_value=0 0.00216003 0.0270176 0.0531259 -0.0089745 -0.0133237 0.00489067 0.0342674 -0.0284028 -0.0373236 0.0413232 -0.0486601 -0.00122824 0.00995202
internal_weight=0 6030.14 723.353 419.241 304.112 1059.8 602.526 320.091 282.435 457.275 57.6093 399.666 5306.79 1620.13
internal_count=153299 69538 24530 8879 15651 83761 31427 13057 18370 52334 3003 49331 45008 12529
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=15
num_cat=0
split_feature=157 92 26 68 64 29 99 11 8 10 87 156 50 20
split_gain=17.5589 18.2685 27.3048 31.8093 25.4644 24.74 22.5606 12.3839 5.27967 15.3476 6.6376 0.006122 0.00390473 0.00134273
threshold=-0.49400514686817881 0.28538730351025271 0.35323915663912597 0.7289426872682826 0.37877677366227108 0.83035220975099389 0.016727249745589614 -0.28335754701199406 -0.2844883743222324 -0.32504974603208386 0.012385372473222097 2.1426069122166336 -0.076352348487799912 0.60270408489775507
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 6 -4 -2 -6 9 10 -1 13 -13 -10
right_child=1 2 5 -5 7 -7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=0.19859853046067072 0.0097617293883599035 0.017005564147884799 -0.013415620260302781 0.085994486453516983 0.37448888945253667 0.019324801719082296 -0.003048948953456409 -0.066511008034976046 -0.081042775581381621 0.4468778236232992 -0.080638203126606078 -0.091523643455778264 -0.083716972234373757 -0.083633337444447647
leaf_weight=1.0108290173375278 1673.6183012864785 760.21090879943222 632.12606406435953 73.275684716878459 0.64287371616228384 363.5248383426806 7696.5945125997023 67.03482802817598 28.200911904554236 0.73172625590814178 5.3927918970366591 0.86435072519816492 2.4762370582902795 2.1535761424165676
leaf_count=255 20755 5683 8449 519 65 6251 105238 858 3519 29 1475 5 62 136
internal_value=0 0.000570415 0.00971704 0.0230707 -0.00120227 -0.00146167 -0.000760827 -0.0623219 -0.0651261 0.0130164 -0.0365599 -0.0816737 -0.0857369 -0.0812266
internal_weight=0 11267 1829.14 833.487 9437.89 995.651 9370.21 67.6777 40.8304 7.13535 6.40362 33.6951 3.34059 30.3545
internal_count=153299 147818 20902 6202 126916 14700 125993 923 5481 1759 1730 3722 67 3655
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=15
num_cat=0
split_feature=111 155 91 41 95 99 59 41 174 152 4 52 155 124
split_gain=23.8746 58.8141 41.3414 44.2757 41.926 43.9673 42.4925 34.6048 48.848 31.8761 30.5125 22.3098 10.1166 15.2317
threshold=0.27972449403380023 -0.12054568619828261 0.042530716032177937 1.0217333437288743 -0.007250843718211171 0.066261506576271792 -0.19701757113788482 -0.01085518847576355 0.17378515910157641 -1.0000000180025095e-35 0.012725316993547753 0.93701433618509622 -0.11010673758970679 -0.090597798892536871
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 10 5 -1 -6 8 -2 -9 -4 -5 13 -3
right_child=1 12 3 11 6 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.010367445284596268 0.1754433245225204 -0.31583396114034079 -0.057633704640683736 -0.072419383780562896 0.1076575869628581 -0.074850290628210012 -0.0095094498402737513 -0.019470011344328131 1.3595275141469205 0.027541342787562897 0.038041194173194744 0.0079774062113071014 -0.052748130008365701 -0.079951813242754799
leaf_weight=2644.5737390968789 2.1539297604340386 3.6412062608142142 35.101380953445187 63.249328045872971 31.250370244702935 61.962390297571801 3252.0376419984932 362.93239661539701 0.41563196119386692 239.35009838456608 661.86712447099853 75.977782274712808 221.42384653108547 11.03029247701488
leaf_count=47090 775 25 1772 903 1171 5261 48427 4235 15 1758 5215 647 35465 540
internal_value=0 -0.0157476 0.00210952 0.0229382 -0.000798217 0.0084165 -0.00839425 0.000774869 0.366971 -0.000787462 0.0332227 -0.028546 -0.0580765 -0.138494
internal_weight=0 840.947 6826.02 836.196 5989.82 2706.54 3283.29 604.852 2.56956 602.282 696.969 139.227 236.095 14.6715
internal_count=153299 42813 110486 8537 101949 52351 49598 6783 790 5993 6987 1550 36030 565
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=15
num_cat=0
split_feature=73 100 86 169 53 118 61 26 163 0 118 71 19 148
split_gain=24.9442 46.0685 43.2308 34.7676 41.7874 32.9503 94.9632 69.3549 26.1558 24.2689 18.9697 16.192 12.0609 10.3709
threshold=-0.028702046061476711 0.17719384672902028 -0.012991188430085425 -0.076643829017780343 -0.068115956928352914 -0.0085693238941627354 0.02211962784588235 -0.016139018155164775 -0.13694334990548576 5.2731292818623547 1.091361146532589 0.19901669806057357 0.21273014514113889 0.040589047879130764
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 6 -4 -7 11 -5 -10 -2 -3 -14
right_child=2 12 5 9 -6 7 -8 -9 10 -11 -12 -13 13 -15
leaf_value=0.024767681881441555 -0.072065846768945147 0.074498368892379471 0.01802810238966061 0.029710545311429526 -0.018992886199109191 -0.035485649935994311 -0.037535499649516697 0.010988530475602644 -0.0094799140353348278 -0.0092484265700042128 -0.16480060131424357 -0.24486419713337537 -0.099542941563177043 0.076936434683774688
leaf_weight=300.08655451255618 104.25986998346343 123.49398998706602 513.63528818307532 634.39316620921454 799.79848178522661 374.7990818761391 766.77811426878907 2241.6354820796259 150.40584698228122 213.77598742641931 8.297004583058877 5.7202849606983355 7.8439303113555052 5.7862202872493071
leaf_count=7124 1310 3721 9771 13033 18176 6777 13421 31383 23373 24766 232 22 88 102
internal_value=0 0.00862157 -0.00477651 0.00467802 -0.00705349 -0.0021015 -0.0152463 0.0043312 -0.0435735 0.0198912 -0.0176001 -0.0810534 0.0646455 -0.0246246
internal_weight=0 2085.18 4165.53 1948.05 1099.89 3896.85 1280.41 2616.43 268.683 848.169 158.703 109.98 137.124 13.6302
internal_count=153299 67010 86289 63099 25300 61352 23192 38160 24937 37799 23605 1332 3911 190
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=15
num_cat=0
split_feature=139 2 151 76 55 125 118 29 90 145 9 71 77 92
split_gain=19.2541 39.5004 38.2427 35.5993 44.1127 27.292 27.1198 24.9483 24.7215 22.9298 52.0774 21.0631 13.7996 13.7454
threshold=-0.29326177561327543 0.51200160181337118 -0.29083030087324541 -0.11313598527001174 0.111799165016906 -0.30571047355060071 1.091361146532589 0.26199814215386746 1.1055369661215984 0.033399922074908571 0.43328111673522346 2.5276628326833177 -0.16316498055753556 0.59322125767255385
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 -3 -1 8 -5 -2 10 -4 -8 -7 -11
right_child=1 3 9 7 -6 12 11 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.081528354378157183 2.5956888112959476e-05 0.40760699066334782 -0.02107840733549406 0.054213717215898231 0.080030294611786346 0.21064007979057939 0.030489003620649692 -0.04876196962368514 -0.021068880248356132 -0.084502420887922758 0.3602574074183485 -0.076033728421024335 0.061912267594807939 -0.015571727881180435
leaf_weight=9.7600762888250738 4849.4650707474484 5.7796738526085418 28.241015209154284 108.92100757015578 14.23787925174838 9.4984212417184626 365.21223395371635 30.009347764542326 627.42685471271398 106.45839045552202 4.1013332360234918 19.556512359529734 18.177520301440381 39.723432880826294
leaf_count=927 115344 660 5961 7271 259 111 3311 159 4454 13674 258 97 575 238
internal_value=0 0.000746053 -0.0296437 0.0499346 0.174612 0.0622512 -0.000587769 0.0319707 -0.00239064 -0.0489138 0.0272788 0.0250748 0.112956 -0.0657712
internal_weight=0 6020.61 215.96 158.948 20.0176 37.436 5861.66 138.93 5476.89 178.524 32.3423 384.769 27.6759 146.182
internal_count=153299 131555 21744 8349 919 1613 123206 7430 119798 20131 6219 3408 686 13912
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=15
num_cat=0
split_feature=34 155 73 139 176 89 177 176 9 102 90 119 39 11
split_gain=20.9988 48.2571 50.1527 45.7246 47.6686 43.1575 35.1175 45.1943 42.4161 38.0259 31.5143 29.9885 39.3242 24.2045
threshold=-0.019254593485315028 -0.02074870020054 0.67404384975383225 0.043770907596267186 -0.035968588151835387 0.67994197591932504 0.6982725414864519 -0.11678284878221407 -0.16894149272643363 0.16882084704782216 1.6149160525581021 -0.074385226703006929 0.91023359100257994 -0.32501157272899184
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 13 -5 -1 7 9 -9 -2 -4 -8 -13 -3
right_child=6 3 10 4 -6 -7 11 8 -10 -11 -12 12 -14 -15
leaf_value=0.039512326804209852 0.076462548731657254 0.091023925330659644 -0.028762898862052917 -0.0093756327611274962 0.020433925216227264 -0.046268736348349992 -0.089718062745200458 -0.055305959877335831 -0.011087220891815635 0.0040305153637121005 0.055634182525418963 0.06105390962680407 -0.00059579789606261789 -0.072416736608499774
leaf_weight=825.66940311228245 92.909588595619425 9.7884505505789985 248.45603093272075 1668.6408763571526 790.60785694245715 63.135537994327024 23.593315902333416 240.89300883565738 2180.631314938284 329.62529213479138 53.829643940902315 182.68116852898675 238.60767561140528 121.92097911753808
leaf_count=9391 1935 460 2275 23316 9201 587 3504 5862 73833 5466 444 3592 3418 10015
internal_value=0 0.00479208 0.0214521 -0.00286669 0.000207648 0.0334189 -0.00613353 -0.0102204 -0.0154861 0.0199573 -0.0137339 0.0199929 0.026137 -0.0602701
internal_weight=0 3782.05 1191.09 2590.96 2459.25 888.805 3288.94 2844.06 2421.52 422.535 302.286 444.882 421.289 131.709
internal_count=153299 55689 12697 42992 32517 9978 97610 87096 79695 7401 2719 10514 7010 10475
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=13
num_cat=0
split_feature=16 139 76 151 76 139 106 1 0 95 155 151
split_gain=18.36 18.0794 17.2615 31.5227 17.25 11.2479 10.6769 8.45436 9.07894 6.05911 3.21689 2.48463
threshold=-0.6301495229605284 0.83610612986734834 -0.41785117183306786 0.94171971081514083 -0.14938190511384672 -0.22468009923013368 0.32999109081390826 0.18811442384735774 1.6619136542769357 1.8561038281930158 0.41027731449507826 0.59541428621932102
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 11 9 8 -7 -3 -9 -1
right_child=1 6 4 -5 -6 7 -8 10 -10 -11 -12 -13
leaf_value=0.277121344770004 -0.058502769076594456 -0.078000912454689708 0.010090237383769464 0.19205841519843736 -0.00088759189833783876 -0.042742736676360971 0.24640112769359629 -0.11970689159406121 0.094952208208322203 0.0017885665771771757 0.085027965106401926 0.13846077584734429
leaf_weight=2.5121099203824988 83.59215554385446 45.435294276918285 1687.6781590104802 5.3419388346374026 9425.7126702909009 5.9930975515453637 1.1503451736643899 3.7087548361159852 23.823602117714472 12.039249784837009 0.96770262508653093 2.6613131315680221
leaf_count=10 1184 2427 15682 26 132080 575 31 18 477 657 99 33
internal_value=0 0.000138484 0.000428347 -0.0434525 0.0007795 0.0682919 -0.0552498 0.0476692 0.0672758 -0.0612873 -0.077341 0.205792
internal_weight=0 11260.9 11202.3 88.9341 11113.4 39.6666 58.6249 34.4932 29.8167 57.4745 4.67646 5.17342
internal_count=153299 152087 148972 1210 147762 1212 3115 1169 1052 3084 117 43
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=13
num_cat=0
split_feature=130 163 45 44 73 10 86 113 72 140 42 139
split_gain=24.7742 22.3819 23.5377 49.1492 28.1366 10.3154 13.2277 4.54054 2.14113 1.20432 1.01384 0.532151
threshold=1.0031033445763398 -0.19780802911446732 0.94840204383917059 0.82379081685433586 0.59200434356253673 -0.2182608308614031 -0.014720901625687588 -0.23904338298193986 0.18443924406799181 -0.15566353697438567 0.78679226877965414 -0.14609770664147406
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 9 -7 -2 10 -1 -9 -10
right_child=7 2 3 -5 -6 6 -8 8 11 -11 -12 -13
leaf_value=-0.12398121828380544 0.092479826607329313 0.00072485466615281567 -0.065083949950643497 0.0011868096466409288 0.023509547291924129 0.0091466315070821338 -0.072841431153492175 -0.15649017273864441 -0.12682282571573364 -0.080930909730753148 -0.28727265169456645 -0.088865882780047672
leaf_weight=9.7809689412242751 1.1292360723018671 6401.3177667038326 162.08471874125826 361.52376004950202 592.11623450025218 45.992108310287222 34.393684208322156 2.8382599414835599 5.1071663669427005 19.360749998305437 0.74921660125255574 13.34510722713275
leaf_count=108 5 98805 1147 4551 10772 1327 6309 121 24 29677 3 450
internal_value=0 0.000468914 0.00112283 -0.0193275 0.00265398 -0.0444103 -0.0259326 -0.103094 -0.113115 -0.0953801 -0.183803 -0.0993715
internal_weight=0 7626.57 7517.04 523.608 6993.43 109.528 80.3858 23.169 22.0398 29.1417 3.58748 18.4523
internal_count=153299 152696 115275 5698 109577 37421 7636 603 598 29785 124 474
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=15
num_cat=0
split_feature=151 144 166 115 108 4 95 6 44 167 167 65 160 129
split_gain=22.8747 26.125 26.9068 26.1233 49.8592 37.9567 18.1174 15.866 13.2759 26.5269 12.6785 10.826 6.4759 4.99605
threshold=0.33417041545327514 0.65976492031815426 0.058986376362367428 -0.18731648432711831 1.9874273794944688 -0.10911021859721563 -0.082538424825222209 3.1973166425241781 -0.094155279723847005 0.3523888879121963 -0.4398839869539124 -0.001027144018953963 0.027463855955922208 1.0181862484190034
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 -1 -5 12 -4 9 -8 -10 -3 13 -2
right_child=6 2 7 5 -6 -7 8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.02905114511679335 0.052752021767532215 0.0050413926032079233 -0.037254231772586091 -0.04491073058814149 -0.095008791132821901 -0.00055345443845525126 -0.00039953352097832172 0.045184526580842557 0.43800628144431886 0.52701415830855514 -0.040844881076623235 0.090245933849084914 -0.084441334881792243 0.17992950815456588
leaf_weight=497.93016700239968 6.6155954331625235 18.368407686881255 52.550029598249239 200.76159867612296 34.649648508639075 4933.8456842952473 83.111671095153724 42.007490748270357 0.55406526476144691 0.96470680664060537 269.05933978798566 79.254745613550767 1.9375486426724808 5.7944087246141862
leaf_count=10814 273 638 7085 2016 151 103022 2768 954 3 137 23129 1097 1122 90
internal_value=0 0.00112842 0.0373888 -0.000101212 0.0209798 -0.00228781 -0.0245732 -0.000630541 -0.0290418 0.0056521 -0.0398608 0.0742142 0.0855869 0.112133
internal_weight=0 5859.37 192.181 5667.19 532.58 5134.61 368.037 94.5575 353.69 84.0764 269.613 97.6232 14.3476 12.41
internal_count=153299 125777 9774 116003 10965 105038 27522 8039 26037 2905 23132 1735 1485 363
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=12
num_cat=0
split_feature=19 60 157 115 90 73 156 53 67 108 151
split_gain=20.5081 27.973 19.9611 19.836 19.9078 14.9697 14.5841 8.14712 6.86249 6.21586 5.22603
threshold=1.1648481169594425 0.032380680792084844 -0.6061947922659342 -0.19631000767281157 1.4359388062563345 0.35119423432473923 0.43934877000087635 0.45473809380297875 -0.060585710823472964 1.3902018072224418 -0.24412127490600505
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 10 -5 6 -1 9 -7 -3 -4
right_child=1 7 3 4 -6 8 -8 -9 -10 -11 -12
leaf_value=-0.66816033922119744 0.93554372389240781 0.25835199242793905 -0.014157346799936167 0.0011549092263777919 -0.019802795551974967 -0.027785774047627734 -0.042786499594869631 -0.12436955427668756 0.094356726170150895 0.080162741311127439 -0.089527026678210664
leaf_weight=0.39685800566803564 0.39086540410062554 2.209677855633351 12.991053944080702 5619.8195424114419 493.01041310990695 5.1787353027611962 6.1787009386025602 1.7575630545616139 41.154447559732944 17.164926145120262 31.523882268431407
leaf_count=6 14 225 3116 137249 3403 30 206 8 362 353 8327
internal_value=0 0.0972886 -0.000494181 -0.00101972 -0.000535366 0.0606662 -0.08053 0.0817841 0.0807047 0.100485 -0.0675315
internal_weight=0 21.523 6210.25 6157.34 6112.83 52.9087 6.57556 21.1322 46.3332 19.3746 44.5149
internal_count=153299 600 152699 152095 140652 604 212 586 392 578 11443
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=15
num_cat=0
split_feature=94 152 163 16 163 161 126 68 131 77 109 94 147 28
split_gain=20.1621 19.0572 48.1571 32.7295 79.8014 45.2039 28.8667 24.7443 14.4795 9.22242 6.90071 9.71687 3.38464 2.64387
threshold=0.0025575977247475684 0.043135608656621617 -0.36975852858742042 -0.075665069414880715 -0.35504806425986457 -0.41233959480229748 0.94935843072071302 -0.086403904718326568 0.62533239491571613 0.037336505582081313 0.7026373949478536 0.0022855549241289986 0.93194259175102789 -0.0023222514854255904
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 5 -5 -2 -4 -3 10 13 12 -12 -1 -10
right_child=1 2 6 4 -6 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.085503844460865119 0.070136148619167005 -0.027521658309775307 -0.017854384582544729 -0.043027382235288243 0.0036254359761062603 0.0096718239754294815 0.010605187386206052 0.099594299637331352 0.035950966079363461 -0.091165764377434053 -0.082618874822798727 0.4874493027671119 0.03649661173797232 0.19747887618384125
leaf_weight=51.163719534633856 133.24429130191857 20.482259752199752 1498.3919049305914 425.10848185636132 2666.4038979411707 1716.340581270284 467.63100598914025 60.682929040631279 1.4144563603040294 2.2783899351197761 0.7020636643283058 0.52080691349692643 2.3797630440094499 3.573026687372475
leaf_count=6353 1483 313 56842 11697 51063 17813 7180 264 110 36 31 13 90 11
internal_value=0 0.000144152 -0.00796878 0.00350549 -0.00278971 0.0140277 -0.0110851 0.0675162 -0.0571194 0.0755225 -0.074717 0.160167 -0.0800815 0.151669
internal_weight=0 6988.29 2047.19 4941.1 3091.51 1849.58 1966.02 81.1652 62.0322 7.26587 54.7664 1.22287 53.5435 4.98748
internal_count=153299 146655 64599 82056 62760 19296 64022 577 6644 157 6487 44 6443 121
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=15
num_cat=0
split_feature=19 23 123 139 4 155 33 76 109 76 129 155 139 107
split_gain=17.5531 36.9048 30.4587 44.7095 22.5933 35.3561 20.9366 23.8206 40.8416 25.9189 17.5244 13.9504 13.1494 9.73644
threshold=0.49098461060074133 0.018554849887018377 631.50000000000011 0.14551507669616934 0.27427650219846006 -0.13407403193531095 7.9213441383980703 0.092941344288325151 -0.041847493433732508 -0.053454504547576144 1.0246407341990713 -0.10533242490870963 0.11722501912328399 -0.13868896695063085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 10 -6 12 9 -9 -8 -2 -4 13 -1
right_child=1 2 11 -5 5 -7 7 8 -10 -11 -12 -13 -14 -15
leaf_value=0.23086647203476476 0.039350230346994704 0.0068746691056571461 -0.10120079922058978 -0.099419146494905353 0.0022760589465403826 0.21998813080373569 0.0034017958555675972 0.061203392394316269 0.0053577028500317982 -0.0078312331050719181 -0.085824821880659249 0.037097369382049654 -0.066220970847775881 -0.01515586382864016
leaf_weight=2.6170353833003901 237.58640123700025 98.243075346108526 7.7570044358144505 66.261197893938515 13.246023395098748 17.074711206136271 3756.1753057340393 139.20744953776011 2209.1475214202655 4533.0748617548525 11.736774803488514 122.14529653469799 68.64925160115672 4.1746219866909078
leaf_count=24 11243 1585 157 502 91 111 38829 2356 34121 57866 262 1649 4411 92
internal_value=0 0.0173542 -0.00735714 -0.0359398 0.04337 0.124878 -0.000594696 -0.000222409 0.00866816 -0.00274112 0.0334577 0.028839 -0.0530893 0.0796441
internal_weight=0 574.05 294.407 164.504 279.644 30.3207 10713 10637.6 2348.35 8289.25 249.323 129.902 75.4409 6.79166
internal_count=153299 15600 3893 2087 11707 202 137699 133172 36477 96695 11505 1806 4527 116
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=15
num_cat=0
split_feature=140 18 19 139 2 154 23 112 154 177 107 95 23 17
split_gain=22.7167 20.9366 24.5739 26.6379 23.0299 16.6231 23.3938 11.8546 9.0226 11.0737 7.89583 2.98623 7.86909 0.579195
threshold=0.51162662667272807 0.13976803611574376 -0.52356492072573635 -0.15726435410273151 -0.3956100525763217 -0.26691077174720729 0.64279098504560717 0.088383125819239711 -0.1766784018816395 0.31926041770391572 0.75556184090005685 2.2971935167474009 1.0643835103235306 0.30708070815083538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -4 6 7 -2 10 -10 -1 13 -13 -7
right_child=5 2 4 -5 -6 11 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.039384554535415117 0.13237069427660081 0.074071421381458655 0.061671900376413548 -0.070741314011112569 0.00025681255490659434 -0.08941212023712633 -0.08602764283774901 -0.084035055725163718 0.012815939536116969 -0.1226040906796569 0.049979156220675371 0.20503204480624146 -0.082723331906419909 -0.026365515950399605
leaf_weight=57.832075358659495 13.261020346784795 81.594327137747314 61.573077076442132 15.044523550961456 7298.6628925515824 52.527306937351568 13.690884462732354 3.1285311602550783 8.0875421242235479 23.833133910644392 11.926205774769185 1.2973816704252374 3.5527098901220597 1.4987153080710403
leaf_count=538 47 1284 3246 390 134042 11554 317 73 156 316 149 62 699 426
internal_value=0 0.000813811 0.00142838 0.0515273 0.000770589 -0.0500167 0.0104609 0.0910619 -0.0442571 -0.0882936 -0.0241065 -0.0809153 -0.00574983 -0.0876632
internal_weight=0 7558.55 7456.87 96.6389 7360.24 88.9565 30.0804 16.3896 101.679 31.9207 69.7583 58.8761 4.85009 54.026
internal_count=153299 140121 138962 1674 137288 13178 437 120 1159 472 687 12741 761 11980
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=15
num_cat=0
split_feature=104 72 157 72 145 11 131 8 82 157 119 77 112 131
split_gain=21.8981 37.3232 42.9711 33.9338 32.7188 36.5596 27.6455 19.7539 17.9093 17.2556 19.5112 14.861 12.053 11.1291
threshold=0.49004360261941543 0.52039944644549119 -0.28131424897304708 0.22833988473762365 -0.45911646584779447 -0.38981436385863105 0.032516654237337794 -0.16546027513698933 0.33449227808082588 -0.29755465348729332 -0.20855191413055782 1.5880672923385331 0.034072848894098139 0.76705570265875178
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 9 13 -6 -5 -8 -4 10 -2 -11 -3 -1
right_child=3 2 8 6 5 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=0.081568395650742115 -0.081004435906016969 -0.0061763772153854085 0.02282096800089535 -0.066483900993375963 -0.030622837327914171 0.00088609221248109023 0.0092489331236352747 -0.032427352017012211 -0.028836076266530258 -0.035379122908444152 0.072542035944684891 0.11162014931676634 0.081434981486338431 -0.046699362912005701
leaf_weight=61.707982214342337 9.2830078937113267 17.707910303026438 229.0542374196084 135.81115428289195 400.94907684082864 4514.2647780326915 193.43890757771442 276.00282429925574 94.930247927470191 49.508620063541457 76.265445299330167 7.9867643621982998 138.67320593283512 7.5970916775986543
leaf_count=3846 31 109 4195 6219 6197 117222 1267 8893 2619 701 904 75 949 72
internal_value=0 0.00184337 0.0284644 -0.016397 -0.000722136 -0.00168419 -0.0267495 -0.0152542 0.00768501 0.027407 0.0558804 -0.0149592 0.0715143 0.0675079
internal_weight=0 5464.88 480.366 748.297 4984.52 4915.21 605.253 469.442 323.984 143.044 85.5485 57.4954 156.381 69.3051
internal_count=153299 135209 7872 18090 127337 123419 16379 10160 6814 1711 935 776 1058 3918
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=15
num_cat=0
split_feature=51 154 31 152 170 124 68 8 156 152 81 106 34 59
split_gain=18.4801 20.696 62.9224 34.9768 57.6525 33.3364 31.9689 16.1183 6.20805 7.66298 8.36548 7.15231 4.66833 3.13824
threshold=5.5833244909226201 0.034762706471998688 -0.04489787243000052 0.17663502114990656 -0.071291260645123547 0.53193951589637323 0.064075027331928311 0.035538539944780213 0.64188991528361383 -0.12633154515690501 1.0725726680139289 -0.14229405002157461 -0.002678559435428864 -0.13257315111516832
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 7 -5 -4 -2 -3 12 11 -11 -10 13 -1
right_child=1 3 5 4 -6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.02516076564603666 0.080258211716728006 -0.00997794449963617 -0.0029713102437947071 0.062041393484279742 -0.0067387637133866337 0.023681552306195838 -0.032683938758093591 -0.033215085494618948 -0.17625107603065535 0.063633814625072796 -0.10357957025237699 0.026332416930221994 -0.050993959196732497 0.084316724351434905
leaf_weight=11.348634599649811 148.80779031384736 736.82517349534646 3471.9243538358369 156.50261582271196 550.69511344860803 542.62084093772864 30.137750575471728 501.79601196203294 3.7798492007641471 18.76850014990487 3.5593064120039335 3.2337226709132691 3.2779464246705166 42.748254777863622
leaf_count=192 4430 25833 75546 11753 18650 4803 685 9787 17 285 32 34 33 1219
internal_value=0 -0.000737639 0.00321736 -0.00926117 0.00848226 0.00063119 0.0612367 -0.0193919 0.0457512 0.00833598 0.0369781 -0.0828466 0.0648852 0.0719068
internal_weight=0 6139.31 4193.49 1945.82 707.198 4014.55 178.946 1238.62 86.7162 29.3414 22.3278 7.01357 57.3748 54.0969
internal_count=153299 151487 85464 66023 30403 80349 5115 35620 1812 368 317 51 1444 1411
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=13
num_cat=0
split_feature=129 126 167 127 128 51 8 139 83 130 112 93
split_gain=19.8027 21.9121 38.6067 40.8168 38.6139 29.4957 43.0292 32.3103 14.7934 12.7882 5.5195 0.160762
threshold=1.0245242269258381 0.92556383893255767 -0.10044455793462002 -0.0093006989376080099 0.52031720545629701 32.941519706850528 -0.12516320887279325 0.72100387949454459 0.88531949668267118 0.067890598637930857 0.49988509749727611 0.065965286990559799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -7 9 10 -2 -11
right_child=8 5 4 -5 -6 7 -8 -9 -10 11 -12 -13
leaf_value=0.019895137477818892 -0.08652471454042629 -0.003798121084148304 -0.024810636517538259 -0.0083664845579036057 0.063985733845103449 -0.00056868914308354538 0.028059967408339787 -0.071629584027568402 0.06285994587149768 -0.083751598770964122 0.13784876414747485 -0.094939076564819438
leaf_weight=810.25571017923357 1.5392614836455312 720.42649235925637 1069.2505656226385 1383.772692078579 51.323222844279371 1827.4070077233991 1030.2326243320713 66.306878854520619 9.1960980985313636 26.552378489519469 3.8104066848754883 24.880339296127204
leaf_count=13065 89 8752 70873 19439 476 27369 10099 438 34 2274 5 386
internal_value=0 0.000241597 -0.00564231 0.00207055 -0.0207437 0.00559308 0.0149498 -0.00305683 -0.0548024 -0.0738582 0.0732897 -0.0891635
internal_weight=0 6958.98 3314.6 2194.03 1120.57 3644.37 1750.66 1893.71 65.9785 56.7824 5.34967 51.4327
internal_count=153299 150511 103853 32504 71349 46658 18851 27807 2788 2754 94 2660
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=15
num_cat=0
split_feature=151 1 19 155 73 96 140 148 109 173 109 170 58 167
split_gain=17.0169 22.933 23.2728 29.6039 20.1362 21.6201 36.4248 33.1306 18.6377 14.9568 14.5788 14.0696 11.7886 7.63053
threshold=-0.33855295472928842 0.086495002111067615 0.11789748631179087 -0.13981701734401128 1.0422793770231225 0.10544835086401104 0.16026394520738221 0.60268290887629961 0.5411655469872555 0.093703955714040513 -0.13071148840168342 1.5910035230177735 1.7501998908511256 -0.46822149972000349
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 9 -4 5 7 -7 -2 13 -3 -6 -10 -12 -1
right_child=4 2 3 -5 10 6 -8 -9 11 -11 12 -13 -14 -15
leaf_value=0.06097034909350766 -0.0025118530876800226 -0.024899242859452671 -0.082829001199295496 0.061889218509790837 0.20845912976936354 0.017580562371670546 -0.0048104235770480503 0.036350541215019315 0.0062475566537187957 0.059510345644708473 -0.044078312780257117 0.2772306357049476 0.22883940183864449 -0.075294157063923894
leaf_weight=4.2722480417287434 7587.6071021573589 30.654478096403182 50.828986736945808 19.580401812447235 2.3847093880176535 1805.9687124158081 1215.5174309601134 225.89730696182232 16.683734485908648 66.597643032786436 136.67975757000386 2.1646044529916244 1.6012374158017326 107.87806076878769
leaf_count=902 107687 246 221 235 10 12825 19388 2682 632 944 2127 45 66 5289
internal_value=0 -0.023291 0.00120288 -0.0425838 0.000901473 0.00138951 0.00857286 -0.0013883 -0.0546401 0.0329039 -0.0366903 0.0373681 -0.040918 -0.0701033
internal_weight=0 298.66 167.662 70.4094 10975.7 10835 3021.49 7813.5 130.999 97.2521 140.666 18.8483 138.281 112.15
internal_count=153299 8514 1646 456 144785 142582 32213 110369 6868 1190 2203 677 2193 6191
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=15
num_cat=0
split_feature=70 77 68 104 1 104 13 68 96 44 156 5 157 61
split_gain=21.912 72.7386 61.0842 60.3471 58.7618 49.8807 48.6785 42.3607 31.6073 30.9787 27.5573 23.414 23.3539 18.9817
threshold=-0.033730799897121501 -0.03538570077048251 0.13632958687342725 0.24718749693525152 0.18366995866409366 -0.030672839151414756 0.16105837850816637 0.63208810746363064 0.40845709672054953 0.61921962554987386 2.8627718407467544 -0.0023827727079631395 -0.082320987009159879 -0.12394730873114945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 9 7 10 -6 -4 -7 -1 -2 -3 -13 -5
right_child=2 11 4 13 6 8 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.00118974440476316 -0.013957387794160997 -0.026390543569703911 0.023731875055324741 -0.32180948629474693 -0.082139641301075136 -0.0072045455337682975 -0.0093328149641878997 -0.0075919810845177715 -0.07689385483537578 0.03923941157390709 -0.0800234955417021 0.23655902189634867 0.044746750064178602 -0.10211976386349789
leaf_weight=2781.1416800093684 92.237078868565732 47.369059101036328 1285.3139865499306 4.5142947770655146 104.04254183307057 916.80366905112169 782.46379615546903 650.09296764487954 70.054171715184566 203.38891205377877 200.11488770449068 6.4357014417473684 463.43844224984787 30.538705758168362
leaf_count=29041 13061 12057 11978 44 554 48094 5951 6551 10165 5211 6161 97 4072 262
internal_value=0 0.00596873 -0.00477293 3.33374e-05 0.00344405 -0.0228994 -0.0178776 0.0132104 -0.0121516 0.00156541 -0.0591796 0.0406186 0.0473739 -0.130412
internal_weight=0 3536.83 4101.12 3019.58 2821.91 1279.21 886.506 1935.41 986.858 2984.53 292.352 517.243 469.874 35.053
internal_count=153299 50784 102515 34558 25034 77481 6505 18529 58259 34252 19222 16226 4169 306
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=15
num_cat=0
split_feature=13 16 82 85 64 19 23 77 115 178 34 88 114 79
split_gain=21.5212 26.1975 28.4255 38.8285 36.4726 21.4042 25.3856 17.2198 6.83229 2.79405 2.54403 0.980429 0.921859 0.442343
threshold=0.24475220026099639 0.39396225837395332 0.090668472485496074 0.29847624122149302 -0.015759716960331831 -0.20146498056156859 -0.012459899021504139 -0.0014251677376273728 -0.20513725994839987 -0.14147627841975452 0.15103285731547561 0.00022831116605070417 3.8291564511545833 1.0988855352953615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 9 -2 -11 13 -13 -10
right_child=8 5 3 -5 -6 6 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.011316599245686929 -0.080376592188346543 0.046077764139287138 -0.022078790020663642 0.0027648864220357929 0.011813116606318721 -0.016131385137229847 0.046206178041758611 -0.090072457864835767 -0.080087558317951252 0.1098410335686284 -0.085651119222787203 0.014272413458580697 -0.081223894239184691 0.13785087423896603
leaf_weight=983.3194491631657 1.5582824698794864 14.083921764860859 1240.4013978233415 1276.5150505127967 2222.9833824209054 84.452992253238335 288.44526710468926 27.288498176727444 0.13417722393933118 3.7197989768756079 0.81076754227979098 1.0344151765748382 44.392045067190338 0.30443239212036133
leaf_count=24066 827 577 17302 21443 38089 2748 3731 418 189 319 30 261 43298 1
internal_value=0 0.000233322 -0.00152442 -0.00947872 0.00471962 0.0245169 0.0320881 -0.0437245 -0.0643997 0.0351288 0.0748567 -0.0776127 -0.0790493 0.0711803
internal_weight=0 6137.49 5723.22 2516.92 3206.3 414.271 372.898 41.3724 51.9539 6.08885 4.53057 45.8651 45.4265 0.43861
internal_count=153299 108374 100900 38745 62155 7474 6479 995 44925 1176 349 43749 43559 190
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=15
num_cat=0
split_feature=136 130 163 8 35 52 107 19 111 163 77 148 163 148
split_gain=19.2827 41.6141 27.6318 40.6566 33.1688 54.3221 45.587 30.0602 28.0285 25.1576 38.987 19.8833 7.26513 14.7063
threshold=0.032893202413556942 -0.010823477177703969 -0.37957308604700951 -0.19129142887435555 -0.048507134712971363 -0.096713427939141547 -0.19500579193910064 0.12213121491573838 0.45801157536793774 -0.024571698223841008 0.0011094216427509666 -0.77800906391518099 -0.39455012881395074 -0.38472176307259043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 7 5 -4 -6 -2 -5 10 -3 -11 13 -1
right_child=2 9 4 8 6 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.22817402216309396 -0.033719482640251014 0.046050859565672335 0.018451881790281666 0.14879792973480291 0.036790832214918724 -0.026850042073679567 0.0015694288126188163 0.091352853356127611 -0.025493858844455094 0.18129056795483567 -0.014991460671330344 -0.062324987450373431 -0.077136228165921389 -0.084751432970266771
leaf_weight=2.4009460436973313 64.221460118889809 152.28743923508409 376.20466976059834 43.857970853801817 408.16357501255698 892.99428105779225 3686.2746684050362 27.421283760719234 11.684951128525425 3.4828793014312387 334.3434180638269 87.98861545635009 107.81342701525682 4.0104533909652664
leaf_count=158 785 10869 3964 462 2759 8101 44536 154 69 93 23709 12996 42821 1823
internal_value=0 -0.0158309 0.00187528 0.044621 0.00070228 -0.013422 0.00508056 0.00370458 0.112131 -0.00493304 0.00411127 -0.0530491 -0.0709861 0.0324331
internal_weight=0 692.327 5510.82 147.186 5363.64 1269.2 4094.44 91.6427 55.5429 578.102 486.631 91.4715 114.225 6.4114
internal_count=153299 92469 60830 1470 59360 12065 47295 939 531 47667 34578 13089 44802 1981
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=15
num_cat=0
split_feature=106 68 68 87 17 131 88 44 142 160 157 146 126 110
split_gain=20.7626 28.3621 55.9649 49.8569 46.8303 35.1041 34.0923 32.7932 23.4934 36.1822 31.5347 20.7954 15.7035 15.062
threshold=-0.40608381759933992 -0.097437009348512654 -0.070942566208455696 0.064955038381275254 -0.014579768792518084 0.030147978993569146 0.018841399576059393 -0.047468886549320626 0.081181501496384631 -0.25811849117495184 -0.48460558049032953 -0.24109673371521409 0.96765770921968053 0.69267791013875135
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 4 6 -3 -5 -2 -4 9 12 -10 -11 -1 -12
right_child=1 2 7 5 -6 -7 -8 -9 10 11 13 -13 -14 -15
leaf_value=0.081503202798568139 -0.045919279829537037 0.043732225023162978 -0.015861364987939545 0.063531576713898738 -0.012076973025977798 -0.020771882882047697 0.19396266202234452 0.0018977705756787881 -0.10312228632301845 0.15794749424732324 0.16338662002657922 -0.054535814351954308 -0.055181706897819108 -0.016931116563569899
leaf_weight=61.850010228808969 393.60064418026741 504.05333783559036 1391.7407502983115 93.585284178028814 214.26848126434197 104.59959407313727 6.0151752032106733 4111.5190330214682 6.5494589173467821 4.9697730913758269 30.111036898568273 62.912495657452382 9.7272644317708892 5.4746511594858012
leaf_count=177 14930 6106 21940 484 5321 648 54 102600 114 10 84 693 82 56
internal_value=0 -0.00116591 0.000833144 -0.0219709 0.0270849 0.0190372 -0.0423085 -0.00259341 0.0330948 0.0133242 0.0985318 -0.0389796 0.0629279 0.135646
internal_weight=0 6819.38 6221.58 597.801 718.322 198.185 399.616 5503.26 181.595 139.46 42.1351 67.8823 71.5773 35.5857
internal_count=153299 152083 135967 16116 11427 1132 14984 124540 1216 962 254 703 259 140
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=15
num_cat=0
split_feature=9 108 177 39 172 76 65 68 36 163 11 68 118 90
split_gain=18.2219 38.0474 34.5954 34.5365 52.4798 29.2497 26.0059 26.6186 25.3448 25.1836 24.594 22.5152 17.6732 16.13
threshold=-0.15764593251680309 1.4521251348870503 -0.066386238344686418 -0.012045228053410855 1.9522723941713704 -0.23093223397597851 0.089415617037571518 -0.0064690980613519022 1.7985657927121108 0.31464736377444641 -0.29119721810109195 -0.14441335284601237 -0.042569992857516677 -0.032961238967437211
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 6 4 -4 -3 9 -8 -5 -2 -7 13 -13 -1
right_child=2 5 3 8 -6 10 7 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.10268342237916944 -0.032369651267049479 0.56504067217503151 0.034609584648159906 -0.030433218747507113 -0.015744448467216409 -0.018742586808678265 -0.003811996203174984 0.097181213635799651 -0.00043700322214326975 0.072782111652766587 0.014380463314397776 0.010404366717742364 0.057827766994188706 0.021947303760028593
leaf_weight=18.645932004699716 680.94943804286595 0.91416455432772536 650.75722498240066 292.25485642428248 303.51152316079242 416.06157820317458 156.68234909135208 31.313285706171882 7784.9671623315808 23.564614620350767 486.02683147558128 111.4670444635849 266.37653580671758 23.437469120879541
leaf_count=523 12982 10 14139 4665 4503 17663 2481 417 78203 645 8394 3408 4664 602
internal_value=0 0.0112411 -0.00125289 0.000603168 0.0185941 -0.00032363 -0.0200348 0.0130098 -0.00152234 -0.0288525 -0.000896563 0.0361098 0.0438375 -0.0332729
internal_weight=0 1322.93 9924 9031.49 954.269 903.003 892.51 187.996 8077.22 704.514 902.088 419.927 377.844 42.0834
internal_count=153299 35264 118035 101510 18642 26067 16525 2898 82868 13627 26057 9197 8072 1125
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=13
num_cat=0
split_feature=130 68 176 35 173 23 42 93 113 81 68 139
split_gain=22.0217 21.3606 24.384 49.4806 32.8974 16.3149 16.8551 13.7942 4.00297 1.44136 0.773832 0.241447
threshold=1.0031033445763398 -0.017847105256821611 -0.085802049451638954 0.049258565754670691 -0.0059426671595451752 -0.065256874846891647 -0.18289271690212586 -0.034832959777663618 -0.23904338298193986 0.10846546327887763 0.75121132245612676 -0.13739373242152478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 -7 -1 -2 10 -10 -11
right_child=8 2 4 -5 -6 6 -8 -9 9 11 -12 -13
leaf_value=-0.04496341176795849 0.091201415817852058 0.17264554094129003 -0.035499062936000865 0.01602853173712588 0.0018071327821119498 0.15367506100376235 -0.054868401525244838 0.055200784011763093 -0.12742269525530658 -0.1155568862205244 -0.21027225411976169 -0.087612835344017551
leaf_weight=23.364380072495806 1.0420535430312181 24.106991799520983 244.63530255479418 123.59463473127471 6999.5686570725593 3.984181302336764 142.20450637207887 33.408799211840233 3.1594254899864636 4.2046567471989009 1.7528253017226232 11.684882727786309
leaf_count=7163 5 1763 11140 1599 73494 209 48471 8857 129 20 6 443
internal_value=0 0.000488648 0.00136742 0.0415906 0.00054731 -0.0315163 -0.0491848 0.0139793 -0.100062 -0.109643 -0.156986 -0.0950073
internal_weight=0 7594.87 7391.91 147.702 7244.2 202.962 146.189 56.7732 21.8438 20.8018 4.91225 15.8895
internal_count=153299 152696 87996 3362 84634 64700 48680 16020 603 598 135 463
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=15
num_cat=0
split_feature=76 110 145 64 178 135 11 154 115 9 127 67 77 44
split_gain=20.4918 23.9571 35.7371 36.4189 29.2954 32.789 24.3897 19.1173 13.7964 18.6705 11.8074 7.23518 2.34388 1.25894
threshold=-0.15280128853001795 0.37119535447363466 -0.45042291897303149 -0.021435274536711662 -0.080330085426501371 -0.013749312999944927 -0.34390726719544157 -0.17343230403274132 0.70782776439582717 -0.030347188391574745 0.8710065002573979 -0.053159382234131282 1.4018227780229433 7.1086296203217634
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 12 -4 6 -6 -3 10 9 -9 11 -1 -2 -10
right_child=1 4 3 -5 5 -7 -8 8 13 -11 -12 -13 -14 -15
leaf_value=-0.36016703161755026 0.084995660648487639 -0.020701885455798038 -0.016580901516915349 0.0070119106602844206 0.057810650310843092 -0.031745824644730303 0.017315229406971475 0.095611762970349568 0.15815041219328602 -0.067186763920432643 0.16290301403596663 -0.070273386157600148 -0.082771146253865072 0.2867570208796778
leaf_weight=0.87020840495824714 56.322100732417312 270.2164893199224 789.95096829191607 3809.7441348316497 43.709412440628512 632.05621854483616 449.41163973792573 11.637608949647985 3.4353137239668277 17.849213764391607 2.171459522098302 80.817792754794937 0.84526462480425735 0.9778224229812621
leaf_count=8 4194 1921 32181 80052 1209 13069 4330 491 87 4445 11 11289 8 4
internal_value=0 0.000492718 0.0039367 0.00296008 -0.0110009 -0.0259532 0.00304001 -0.0416261 0.021745 -0.00293482 -0.0672437 -0.0733616 0.0825151 0.186646
internal_weight=0 6052.26 4656.86 4599.7 1395.39 675.766 719.628 117.759 33.9 29.4868 83.8595 81.688 57.1674 4.41314
internal_count=153299 136964 116435 112233 20529 14278 6251 16335 5027 4936 11308 11297 4202 91
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=15
num_cat=0
split_feature=28 1 121 92 129 123 35 61 21 161 115 71 85 75
split_gain=18.3044 19.1502 56.0366 55.4534 36.8707 64.5418 33.4636 23.7103 1.59138 1.66979 0.603358 0.555276 1.71962 0.036545
threshold=-0.05110053461908793 0.026262064991860755 0.074472167388331331 0.021834410077049327 1.0187084364443264 1243.5000000000002 -0.09601609258986403 0.061178454085703347 0.17333931486943599 -0.13628740160560768 -0.049834282584965146 -0.21359154426456745 0.046798470337840258 0.0161080256053063
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 -2 -6 -4 11 10 -10 12 -1 -13
right_child=1 2 7 -5 6 -7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.081674699486755709 -0.0024166870818833289 -0.055819798350966059 -0.041998292172347601 0.075830292337414465 0.026001035348874064 0.035284480263525063 -0.01910549978644531 0.0067048161731324456 -0.015747342105565724 -0.08609984589617331 0.092869907379165909 -0.080826038830227931 0.12063312849598362 -0.095577072421158732
leaf_weight=1.6340007250837509 2702.5786895989131 38.019359779853403 113.51612329755881 201.92982336577552 184.38745826572995 545.77879446654697 1522.8199088975307 837.00745971148717 0.85796671241405453 1.6070722692238621 1.2661529865581544 28.369753333367047 0.56558061052055553 1.7851953402841889
leaf_count=985 52200 15813 13482 4405 1492 7485 11264 13278 45 258 7 32335 10 240
internal_value=0 0.000400409 0.0117892 0.0549707 -0.0023355 0.00391774 -0.0142338 0.000888455 -0.0710297 -0.00919059 0.0489976 -0.0781612 -0.0296551 -0.0816993
internal_weight=0 6146.04 1190.47 239.949 4955.56 3248.36 1707.21 950.524 36.0857 3.73119 2.12412 32.3545 2.19958 30.1549
internal_count=153299 119419 46978 20218 72441 59685 12756 26760 33880 310 52 33570 995 32575
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=14
num_cat=0
split_feature=162 159 59 151 129 130 106 105 59 5 19 131 107
split_gain=19.2048 19.1377 20.1883 24.2157 19.8462 18.7451 18.1501 17.0314 16.9179 21.7771 9.3049 4.07732 3.76918
threshold=0.052851971977098587 0.7353265843489355 3.8455316940963988 0.016820313525832235 1.0119887727848182 1.0031033445763398 -0.27734132056256233 15.73902205427707 0.2545241298995492 0.20353736442725298 0.11377646264571019 -0.2244808657856382 -0.21286889270926457
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 7 10 -3 12 -10 11 -1 -8
right_child=1 5 3 -5 -6 -7 8 -9 9 -11 -12 -13 -14
leaf_value=0.2457587583038166 0.40435666367172057 -0.051329358136496805 0.10001218518589267 -0.098158309104429631 0.00079915836820876958 0.32749856810250078 -0.024026225621358907 0.033178373271559029 0.078800890890250774 -0.072564485218112248 -0.069860964458873284 0.077471899516539586 -0.083984796762184857
leaf_weight=1.6358699135016674 1.2188400912273198 134.3308527236004 37.973598508891882 7.361611746979178 6624.5800999672756 1.4285117462277401 12.251219517296702 28.996115769594326 19.469270603454788 18.57145462470362 4.3808809176553032 12.006292171921812 72.69961109833821
leaf_count=9 125 14100 285 173 129792 18 332 2766 258 204 34 117 5086
internal_value=0 0.000496924 0.00132843 0.0678329 0.000873394 -0.0331718 -0.0367857 -0.0363263 -0.0505193 0.00490442 0.0569342 0.0976516 -0.0753378
internal_weight=0 6835.89 6671.13 45.3352 6625.8 164.755 141.015 163.327 122.992 38.0407 18.023 13.6422 84.9508
internal_count=153299 147259 130375 458 129917 16884 6040 16866 5880 462 160 126 5418
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=15
num_cat=0
split_feature=57 73 0 52 56 82 61 174 151 45 179 139 19 173
split_gain=17.0383 29.129 31.1114 22.8375 45.8522 44.8482 39.8813 40.9711 39.9859 33.8524 21.1821 20.9789 15.7417 15.6795
threshold=4.8439510588554011 -0.058580677349356396 2.7450359050328408 0.11416890579267187 0.020104267449491526 -0.02640843394785141 -0.047658133998329945 0.0047192565578978623 -0.046724527864299557 0.38067928347696739 -0.24663606665619422 0.15391560812936553 0.41166672368706897 -0.089890492906304714
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 11 4 9 -6 8 -8 -5 -2 -4 -3 13 -1
right_child=3 2 10 6 5 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.043151024508627581 0.0032733699764928093 0.02206512163140719 0.081626706083351833 0.013775628220305775 -0.042057131666168202 -0.0080884654819181907 0.039978876588460069 0.0052462495508388838 -0.025599777977421901 -0.048837638285026262 0.021404532170713239 -0.038609666841165555 0.054992220248189505 -0.0038781432874189525
leaf_weight=139.03632619197742 3010.8910648872261 93.368360263033537 62.17374773688789 389.07189387413382 571.32335159163631 1215.7870299500355 383.76859337417409 2952.7547288738424 764.9894003540976 130.04528799792752 963.73283176035329 146.24211840609496 34.858504943025764 378.1554578325522
leaf_count=6179 54260 1113 1298 5081 4863 15431 3006 28253 7191 1390 11866 4906 2260 6202
internal_value=0 0.00911546 0.0174767 -0.00145963 -0.00616013 -0.0189479 0.00369878 0.00924121 -0.012325 0.0011158 0.0250542 -0.0149667 -0.0100519 -0.0144358
internal_weight=0 1817.57 1265.52 9418.63 4928.05 1787.11 4490.58 3336.52 1154.06 3140.94 1025.91 239.61 552.05 517.192
internal_count=153299 33824 19183 119475 75944 20294 43531 31259 12272 55650 13164 6019 14641 12381
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=15
num_cat=0
split_feature=157 124 82 97 167 13 53 19 82 168 111 17 155 124
split_gain=21.4285 51.1734 42.6756 30.076 26.4732 31.9769 57.4817 24.9803 20.8914 20.6213 22.4733 7.69675 6.6593 4.65716
threshold=-0.35407516735582922 -0.19297823171282485 0.42135944603781306 0.60971959377620111 -0.135735113394956 -0.38640039566264839 -0.012115879560581399 -0.55290637105477891 -0.054260451025986291 9.0739973717641167 0.050794003089977606 1.0617704079652792 -0.43485772499923581 -0.14494695365513369
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 9 6 -6 -7 -1 12 -11 -3 -2 -13
right_child=4 11 3 -5 5 7 -8 -9 -10 10 -12 13 -14 -15
leaf_value=0.11954139545654943 0.084840982918813521 -0.085624703078179779 0.11031929257931904 -0.087666526765257921 0.37221501353712072 0.067406947343516502 0.024853065615529923 0.0012221339855979505 -0.11378293129492385 -0.065502935640937912 0.01265811049412245 0.14118937387854011 -0.068559465794703234 -0.081149569482468237
leaf_weight=4.5954321016033672 2.911236613043001 99.665461630680511 45.33289846777916 9.2359818648546916 6.4558873549540321 57.492200413253158 18.177340012116474 7049.4994485908501 23.266726679157728 50.599953511584317 134.75036534640458 2.4606596175581221 101.32592360692342 1.5265326761200402
leaf_count=16 32 20745 107 89 366 943 455 95390 155 575 3878 5 30366 177
internal_value=0 -0.0334091 0.0253957 0.0768095 0.000948218 0.00215176 0.11589 0.00175754 -0.0752997 -0.0286912 -0.00867957 -0.0801743 -0.0642751 0.0560649
internal_weight=0 186.084 82.431 54.5689 7421.21 7131.62 24.6332 7106.99 27.8622 289.587 185.35 103.653 104.237 3.98719
internal_count=153299 21294 367 196 132005 97154 821 96333 171 34851 4453 20927 30398 182
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=15
num_cat=0
split_feature=73 64 131 142 73 139 34 34 4 178 28 13 107 25
split_gain=22.5193 37.1203 33.9052 29.3887 36.2643 35.1295 28.6577 33.4701 40.3424 31.6083 28.3367 27.7556 23.8571 21.7023
threshold=-0.13148184256786355 -0.030287842757629625 -0.022412904334613269 -0.060074943125588608 0.1016440478265685 0.44014355759466373 -0.030404662515444703 -0.027245108623238166 -0.028493878509747175 -0.16029813901665349 -0.043136573034856761 -0.33257667806514229 0.52122353901226359 0.032726067030922269
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 10 5 -5 -3 9 8 -8 11 -2 -1 -9 -4
right_child=1 3 13 4 -6 -7 7 12 -10 -11 -12 -13 -14 -15
leaf_value=0.066691420226662898 -0.050209011063769175 -0.035344887521908834 0.049611024285535592 0.012417099861608894 -0.0060315698189343124 0.023858481538539155 0.05064814969386508 -0.0010639193138642822 -0.16706516148799389 0.052352254480449167 -0.17905254459521053 -0.03572932993194005 0.088551469495148596 -0.029151094251716372
leaf_weight=36.760340886045014 52.052160985811497 441.72994539329375 40.863300334727683 1928.4556711827099 2381.0258582677488 129.64032576384488 12.934850540332262 413.44699418450182 24.887033677121508 283.10334457013232 25.39867326732201 94.419642046865192 32.006305280574452 243.15960712232481
leaf_count=2065 9003 6365 2152 48030 45934 1523 277 14458 255 6731 1244 1906 4508 8848
internal_value=0 -0.0028914 -0.0338124 -0.000601405 0.00222405 -0.021912 0.0142507 -0.00229331 -0.0926086 0.0335499 -0.092461 -0.00702814 0.00537504 -0.0178193
internal_weight=0 5242.33 361.474 4880.85 4309.48 571.37 897.559 483.275 37.8219 414.283 77.4508 131.18 445.453 284.023
internal_count=153299 123099 21247 101852 93964 7888 30200 19498 532 10702 10247 3971 18966 11000
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=15
num_cat=0
split_feature=151 73 107 157 34 89 118 105 124 58 151 127 38 34
split_gain=18.4015 52.7142 38.7136 44.255 37.785 37.0877 28.3745 42.2087 31.184 27.9192 25.6266 15.6475 17.6244 13.6062
threshold=-0.16346259529274368 0.0070707385856214004 0.27979107612878285 -0.099281110099734768 0.1011854514371706 -0.0021084724735782362 0.31372063093787622 2.909150444414196 0.20076380506278005 0.55025056550719886 -0.31071664620031453 0.76656803732431367 0.60122608572989034 -0.13294221181650565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 5 -5 -1 7 -3 -8 -4 -11 13 -13 -2
right_child=1 6 9 4 -6 -7 8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.080884173350161778 0.054448501138674547 0.0077365094889073121 -0.062560346436180039 0.078877203691789258 -0.0087901458393483227 0.010676404477843481 0.026105748431498266 -0.017436881756052895 -0.0037741784283167193 0.065712748379711292 -0.023344235191506024 -0.088652085525217916 0.54009868622226642 -0.058696251632996514
leaf_weight=45.866255176862978 11.190936445585974 1152.6631592725789 118.38987677026944 173.39769651575261 68.61924557736711 1247.5720921172979 677.7157779688423 1577.802006916625 720.72557466692524 44.751678688531683 116.23314767397824 0.84289476989942957 0.94635432958602905 211.44631237668
leaf_count=11513 1053 10686 3874 3746 1979 14606 6260 35410 4585 604 1984 177 3 56819
internal_value=0 -0.00344279 0.00854325 0.0147733 0.0540208 0.0074296 -0.000877285 -0.00680996 0.0107063 -0.0256971 0.00141244 -0.0506419 0.243901 -0.053009
internal_weight=0 4353.33 1814.83 1535.46 242.017 1293.44 4128.91 2730.47 1398.44 279.375 160.985 224.426 1.78925 222.637
internal_count=153299 114993 38306 31844 5725 26119 56941 46096 10845 6462 2588 58052 180 57872
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=13
num_cat=0
split_feature=29 134 10 28 4 89 93 79 74 152 10 83
split_gain=19.2107 24.4301 43.2898 42.6788 33.9822 29.4698 21.8276 21.0933 18.1983 13.306 9.5591 5.35013
threshold=-0.10984972390395657 -0.076111295467545012 -0.26741203221714988 -0.03844673057533126 -0.044270716008340795 -0.060015872946760453 0.40129443642602741 -0.019943290481754829 0.47844389766577095 -0.35572503296824232 -0.13577345462385113 0.35538980016229255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 8 9 -7 -3 10 -1 -11
right_child=1 5 4 -5 -6 7 -8 -9 -10 11 -12 -13
leaf_value=-0.070603226670079122 -0.071295953178323407 -0.080729500179051394 0.09683384452308727 0.076796735839425909 0.010927246286912292 -0.024019531450548224 0.72020983872137401 0.0011201381896840518 0.53612395247886169 -0.072673049995450906 0.094719797800923516 0.049566979084257945
leaf_weight=5.4271056481229598 64.372777366246737 52.511328026899719 100.06412846869353 27.891894276268431 85.298645100177964 352.8066091547953 0.37027594447135825 6180.1173016042521 0.48265952715882932 71.045884125880548 9.8364144716470019 3.7704632020322597
leaf_count=416 2735 4109 2333 364 6350 41287 1 83397 19 12118 130 40
internal_value=0 0.000384939 0.0294429 -0.0265271 0.0573021 -0.000839991 -0.0460035 -0.000237514 -0.0751113 -0.049153 0.0359375 -0.0665126
internal_weight=0 6863.55 277.627 92.2647 185.363 6585.92 90.4501 6532.92 52.994 90.0799 15.2635 74.8163
internal_count=153299 140594 11782 3099 8683 128812 12705 124684 4128 12704 546 12158
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=15
num_cat=0
split_feature=112 127 31 139 157 160 146 111 93 157 166 126 26 13
split_gain=17.3946 29.8858 27.227 32.1917 24.4356 22.8222 22.754 21.6892 22.2298 25.9704 19.1971 15.3942 16.2527 10.1141
threshold=0.47630249063040347 0.17936811469737285 -0.052718276475658986 0.20062341257478805 -0.055632305246511825 -0.08387243891264605 0.21761354090483734 0.81069089497458313 1.8974411453943714 -0.11561914246724549 0.65123092562751095 0.94040952549804457 0.85140183079180587 0.0039918244511357786
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 -2 -7 8 10 -10 -1 13 -13 -9
right_child=1 2 4 -5 -6 6 -8 11 9 -11 -12 12 -14 -15
leaf_value=0.0012394774159102699 -0.085721532858624397 0.10417415882733416 0.0016994599753735976 0.0051905362099364354 -0.052526744373678082 0.0098961227417195714 -0.079010498012943936 -0.067336304251204071 -0.0120293412779685 0.0885677925192348 -0.019962462589215378 0.064809199989273467 -0.087210521971743837 0.062022711891062003
leaf_weight=9762.0520712714424 86.119133174142917 44.832336932420731 241.40311139788537 122.99630431056721 126.72418417967856 87.417141343001276 42.920099064212991 19.387167847904497 44.136530056450283 61.313414111500606 446.59308523044456 111.37921235698013 7.5067460001446298 8.781978930346666
leaf_count=131126 2261 607 5470 1642 814 1719 2537 333 892 368 4447 947 43 93
internal_value=0 -0.0144145 -0.00174896 0.0316322 -0.0169674 -0.0457751 -0.0193809 0.0013275 0.000783802 0.0464624 0.000311966 0.0394611 0.0552103 -0.0270075
internal_weight=0 752.412 535.956 167.829 368.127 216.456 130.337 10461.2 10314.1 105.45 10208.6 147.055 118.886 28.1691
internal_count=153299 15050 8533 2249 6284 6517 4256 138249 136833 1260 135573 1416 990 426
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=15
num_cat=0
split_feature=87 91 126 26 70 103 42 14 28 157 19 69 157 139
split_gain=20.4656 40.4544 37.9567 32.4376 30.3954 61.4125 52.9226 28.5703 28.9529 21.0964 16.6064 15.2161 10.9101 3.22975
threshold=0.2024934301466981 0.049012463192946894 0.91538933160073677 0.33944255297707537 -0.033730799897121501 0.2368498328941874 0.046138771145212643 -0.09859135704686986 0.014406854622417111 -0.3181242293532035 -0.2737978802602547 0.0075033821242591796 0.44350471708897049 -0.07634185907016032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -4 5 -1 -6 11 12 -3 -10 -2 -9 -13
right_child=7 2 3 -5 6 -7 -8 8 10 -11 -12 13 -14 -15
leaf_value=0.0060622813080162229 0.70509864118954702 -0.08026089029345336 -0.011197753569240715 0.044588310739298698 -0.038920796283518938 -0.14450792374448249 -0.003017264348063849 -0.16763902159056432 -0.038018385519880571 0.05549322260304284 0.021959664677570028 -0.018077155903397743 0.020623746101063004 -0.077733685463322641
leaf_weight=3418.2130433908796 0.25291183608351175 11.91516128176954 351.84017893997589 148.10746908993315 491.07267873688579 27.304485781205585 2503.7840244492763 14.234388975659387 65.305516778607853 291.52691461901122 157.48315474556148 10.12332078401232 3.92756495962385 87.647479702032797
leaf_count=49606 9 662 5077 2498 56766 361 20637 217 552 3220 2061 146 26 11461
internal_value=0 0.00110363 0.0222625 0.00532864 -0.00153579 0.00486907 -0.00890444 -0.0240361 -0.00551885 0.0501626 0.00437844 -0.0695529 -0.126927 -0.0715568
internal_weight=0 7243.76 803.39 499.948 6440.37 3445.52 2994.86 338.974 240.951 303.442 222.789 98.0237 18.162 97.7708
internal_count=153299 138827 11457 7575 127370 49967 77403 14472 2856 3882 2613 11616 243 11607
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=15
num_cat=0
split_feature=148 58 107 89 47 24 161 13 115 94 82 14 151 178
split_gain=19.8353 27.5614 32.4925 29.6248 25.6237 31.3804 58.0383 46.1933 25.7007 26.5867 25.6215 20.6539 16.9889 11.2971
threshold=-0.30761572444379243 0.1956459109076632 0.076936875651007861 0.095570440932704726 0.50447213294920401 0.091243573638227951 -0.37592746420278295 -0.20006815420344673 0.20333047689128389 0.005268185881964497 0.51806561478555846 -0.45790364699114738 0.078409542202661706 -0.21408376949184391
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -2 9 -6 -10 -3 -4 -13
right_child=4 11 12 -5 8 6 -8 -9 10 -11 -12 13 -14 -15
leaf_value=-0.030726369324195715 0.020581698326686618 0.089848407871544661 0.066973794281731322 0.017751345561597961 -0.036282380863173917 -0.069400716070903978 -0.0047463428590949477 -0.0040781248840022219 0.022740246927137889 0.08064728848003061 -0.078975695811967617 -0.14330328283435284 -0.031368298819851544 -0.046673153927887123
leaf_weight=363.4258267764817 1322.1437947118538 10.675482820835894 84.08448870961729 193.00338291859953 23.277672790485667 151.33258710178779 1682.0717949564132 1785.4226731990566 124.10992702896692 118.11011897117714 30.93750297112274 12.931153845303923 22.205727553642646 187.9517637775316
leaf_count=5330 20292 216 2228 3088 303 1143 30379 68551 10600 1116 1587 165 1733 6568
internal_value=0 -0.0142655 -0.00423375 -0.0139114 0.00200561 0.000292353 -0.010083 0.00641363 0.0305621 0.0613963 0.00244428 -0.0456905 0.0464286 -0.0528934
internal_weight=0 874.278 662.719 556.429 5237.41 4940.97 1833.4 3107.57 296.435 141.388 155.047 211.558 106.29 200.883
internal_count=153299 19328 12379 8418 133971 120365 31522 88843 13606 1419 12187 6949 3961 6733
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=15
num_cat=0
split_feature=18 131 20 89 110 166 152 158 130 71 26 87 99 87
split_gain=18.6145 31.2198 39.8656 35.2289 23.5343 25.0161 22.7574 28.9838 24.7232 21.7242 20.7931 12.2411 10.7982 10.1277
threshold=0.44737723892507342 -0.52298913120431545 -0.059407245864103876 0.010663360824124555 0.7951082182028677 -0.20073228328210405 -0.1169670697534904 0.71795589464160225 0.86311597225519654 2.5276628326833177 0.030733436207315525 0.023212046365677658 0.12702932114218804 0.029105616941347071
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 10 -4 6 12 8 -8 -1 -7 -3 -2 -6 -13
right_child=1 2 3 -5 5 9 7 -9 -10 -11 -12 13 -14 -15
leaf_value=0.018882476194476729 -0.061197036377111116 0.018383673982119542 -0.057263284274362031 0.0024332815252987479 -0.033914164986442785 -0.048120285582505723 -0.0011007335563563345 0.14261885023128282 -0.12006557676951889 -0.19915291519497375 -0.03443359584958143 0.25008119968934012 0.075129230811956493 0.072123233714145793
leaf_weight=1238.0345692074006 6.5388446300021306 84.895666225825153 103.87214900807612 2046.8163020855391 15.369318799486789 74.811218996124808 1841.7768032993799 14.139832228920566 12.93943032955576 10.91285994555801 610.82217607046914 3.4311381213556151 22.197112333611585 47.061647906401049
leaf_count=25417 979 8769 39505 25375 198 439 42359 1957 153 48 6605 200 97 1198
internal_value=0 -0.00571307 -0.00718088 -0.000449893 0.00532045 -0.037528 0.00702081 -5.76476e-06 0.0174453 -0.0673471 -0.0279885 0.067544 0.030517 0.084216
internal_weight=0 2903.44 2846.41 2150.69 3230.18 123.291 3106.89 1855.92 1250.97 85.7241 695.718 57.0316 37.5664 50.4928
internal_count=153299 82631 80254 64880 70668 782 69886 44316 25570 487 15374 2377 295 1398
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=15
num_cat=0
split_feature=15 87 148 15 106 148 77 118 69 76 2 20 3 17
split_gain=18.9684 25.0309 26.3021 30.7681 22.2947 26.1012 22.0915 21.4018 49.7808 29.7123 21.1218 20.067 19.5638 16.6723
threshold=1.2726055530999474 0.019958698232247721 0.85341046641946672 1.0722336771427212 -0.40608381759933992 0.031547187112768778 1.5880672923385331 -0.20898026799720812 0.054240078298927401 0.16308681144645487 -0.28246639214284841 0.12663439299331405 37.709735574310749 -0.026559651218071609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -4 5 -2 11 8 -6 -9 -8 -3 -1 -7
right_child=4 6 3 -5 7 13 10 9 -10 -11 -12 -13 -14 -15
leaf_value=0.030585223041633653 0.071333517780267502 0.0035191683233198206 -0.095533434627056268 0.35094561542460279 -0.042314122256059822 -0.083053033985817495 0.070178070187874697 0.0006150686434453226 0.031502896560077528 -0.015812937451239528 -0.031709235011357001 -0.029623630203253978 -0.043049463639977387 0.028703087710369841
leaf_weight=453.84209583607662 83.642455171037 992.71439262143394 2.2135454691597252 5.0987416056741495 118.29549911880167 22.689016245945822 80.985444074962288 2454.1024972867963 401.20641392467951 1996.6919596908701 27.173513654037379 223.88655742107949 39.198271076733363 32.428271215059794
leaf_count=12825 361 14454 61 57 8704 151 737 80715 3816 20167 357 6997 3772 125
internal_value=0 0.00846756 0.0275232 0.215789 -0.00340917 0.0361265 0.00127038 -0.00451292 0.0146941 -0.00675478 0.0445802 -0.00257998 0.024731 -0.0173013
internal_weight=0 1825.11 500.353 7.31229 5109.06 138.76 1324.76 4970.3 519.502 4450.79 108.159 1216.6 493.04 55.1173
internal_count=153299 39260 16715 118 114039 637 22545 113402 12520 100882 1094 21451 16597 276
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=15
num_cat=0
split_feature=63 143 4 121 127 169 23 179 109 42 179 95 167 95
split_gain=16.804 15.7851 41.3041 37.0317 34.6829 31.8843 53.8117 46.0358 15.0738 13.2244 11.9367 7.71451 7.07255 3.22879
threshold=0.0077024414652374432 -0.013010261374282874 -0.011857540799417076 -0.23941885791273543 -0.23051734079849939 -0.12615601854467781 0.022577803341312992 0.27155775792583209 -0.2827466812133706 0.061825536462084295 0.42404557574080504 -0.032297299837133801 0.16234004862161491 -0.038941091607919726
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 11 12 -11 13 -10 -1
right_child=1 2 3 -5 -6 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.038131779182425773 0.0091778737684869594 0.046097702779785615 0.06954402157597997 -0.00040179752277798438 -0.029104983272790694 0.022450119562642052 -0.046038727036366314 -0.035939451069526625 -0.055085557140484256 0.11722444856129333 -0.065438884105972567 -0.093764416421486502 0.12292287989028124 0.114342196435155
leaf_weight=2.3330450125504276 554.20555795289692 66.645100873414776 76.419447358697653 7951.8789467375173 768.4677581457363 1292.7697196413064 258.97092900565622 150.77693286037538 10.021418093849205 38.435131462756544 3.9446667127776882 9.583223913679829 2.8715677660657084 3.4316201586043462
leaf_count=22 17424 1493 1536 82087 16787 27355 5064 949 169 225 54 48 55 31
internal_value=0 -3.65871e-05 -0.00193769 0.000264 -0.0231035 0.00743012 -0.00840686 0.0163514 0.0488978 0.0732431 0.100222 -0.0387773 -0.0154389 0.0526337
internal_weight=0 11120.1 8863.41 8028.3 835.113 2256.72 813.176 1443.55 70.6207 55.2728 42.3798 15.3479 12.893 5.76467
internal_count=153299 152695 101903 83623 18280 50792 22488 28304 604 503 279 101 224 53
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=15
num_cat=0
split_feature=94 62 116 106 107 166 163 1 83 173 98 115 46 17
split_gain=20.5302 22.519 45.791 51.6378 45.9512 29.9222 35.8779 24.2311 21.81 17.0135 23.1644 4.08551 2.75705 0.33636
threshold=0.0018440470296103133 -0.043685924928970006 0.12469168213728818 0.20814798600175785 1.0149856621672175 -0.080249209685161957 -0.13694334990548576 0.75626683489169821 -0.099709129174858704 0.36344489648184181 -0.055460510727713401 0.049910416477246686 0.19441549021406002 0.0086167193083542936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 11 12 -11 -1 -10 -13
right_child=1 5 4 -5 -6 6 -8 -9 9 10 -12 13 -14 -15
leaf_value=-0.099481589808669849 -0.02726400121330257 -0.028032111161376706 0.030541701666802885 0.017020014886730998 -0.14638104185869669 -0.17594922350043612 -0.00036197701220200951 -0.328056928206996 -0.12809992594402508 -0.13704199573063683 0.075049658607422631 0.14067925373631465 0.020028506250150409 0.097798517038488408
leaf_weight=1.0183611668162464 499.59190990602383 365.59909514519404 822.61598005962878 556.75800099918888 14.946869384380987 11.662979901535435 5225.3690996463192 2.7118666730821124 33.270285341205636 8.5450489819049853 12.959653382451505 2.8640582859516144 1.3058321218486515 5.0630858414806426
leaf_count=210 29056 36445 9756 4292 338 172 71414 14 1401 36 78 5 39 43
internal_value=0 0.000494661 0.00992195 -0.00392374 0.0273844 -0.0026906 -0.000753013 -0.0302412 -0.0559375 -0.0790677 -0.00922649 0.0890691 -0.122506 0.113291
internal_weight=0 7499.26 1893.91 1056.35 837.563 5605.34 5237.03 368.311 65.0263 56.0808 21.5047 8.94551 34.5761 7.92714
internal_count=153299 151487 43442 33348 10094 108045 71586 36459 1812 1554 114 258 1440 48
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=15
num_cat=0
split_feature=20 10 61 166 23 13 148 173 4 68 55 142 45 5
split_gain=20.1671 33.5927 40.3827 38.997 37.2895 37.0811 31.715 27.4918 57.0977 35.0235 22.0967 24.3344 21.8795 18.7446
threshold=0.086196516429849296 -0.37086494639307144 -0.016158036232057742 -0.36228892575610244 -0.073971329942251682 -0.4405089444741766 0.67595070541305879 -0.055003788054340141 -0.016719626421417996 -0.053532029578548107 1.3220147978138999 0.021807848922693218 -0.2154812517506017 -0.06216466500474193
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 12 5 -5 -3 7 9 -9 -1 11 -8 -2 -4
right_child=1 3 13 4 -6 -7 10 8 -10 -11 -12 -13 -14 -15
leaf_value=0.003799374431159254 -0.077424881369191789 -0.11811112198574024 -0.02680433248950552 -0.056182850878929984 -0.0037463348122659858 0.072395713375875387 0.00012847261369131836 -0.025382792701825141 0.0075655986851172786 0.03301336312397854 0.12166741805367579 -0.09084822278249241 0.041027307443211827 -0.12658093311617011
leaf_weight=1164.4639737521647 22.931138188578188 11.41103898687288 26.65368450875394 153.00845084521643 1193.2493959615203 97.656921469373628 48.179082869115518 743.03083029846312 1800.3190105038302 633.69523796634167 7.4748337177443309 75.433789846087166 48.734311226056889 64.133938551764004
leaf_count=19278 326 89 178 10859 43834 1240 724 7135 58221 8626 262 1445 847 235
internal_value=0 -0.00986115 -0.0529911 -0.0050467 -0.00970599 0.0524643 0.00316763 0.00463086 -0.00206016 0.0140948 -0.0452933 -0.0553893 0.00312559 -0.0972882
internal_weight=0 1617.78 162.453 1455.33 1346.26 109.068 4472.6 4341.51 2543.35 1798.16 131.088 123.613 71.6654 90.7876
internal_count=153299 57608 1586 56022 54693 1329 95691 93260 65356 27904 2431 2169 1173 413
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=15
num_cat=0
split_feature=173 44 162 157 27 82 34 161 73 102 118 148 164 113
split_gain=18.0421 30.1417 26.4057 21.2866 19.506 18.2306 22.1466 17.0998 12.8269 9.16012 8.80915 8.48645 1.67706 0.356789
threshold=-0.18669401794521098 -0.19921867253281794 0.081677660789183468 -0.6061947922659342 0.47202244049355307 1.1423046682081701 -0.055481536867913218 0.20934005091546756 0.35119423432473923 0.66248498654006693 0.60398261415832533 -0.26712350132797141 0.1789822130005638 0.8373876085501416
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 8 -5 7 9 11 -3 -7 -4 -1 -9 -8
right_child=1 3 10 4 -6 6 13 12 -10 -11 -12 -13 -14 -15
leaf_value=0.0088353049598249422 0.89359297442394436 -0.066767840774059076 -0.096362189992916597 0.0040545398070238351 -0.00835014604041486 -0.062039576633540705 -0.077050882864512976 0.3601809190642587 0.092010142441691645 0.095021915965931805 0.28486498634895258 -0.079039916292403423 0.15392146859060005 -0.11207988135712613
leaf_weight=12.802051433059203 0.60900246698474747 5.88557462398603 0.87313572626771963 4107.1090962282833 1833.5683982049086 4.4280339605174985 5.6866573113948089 0.85133587358723051 37.543105165241286 23.005734195932746 1.9821156571415484 77.638113891011017 0.73414097840213799 5.9502886850386858
leaf_count=792 31 85 90 129890 15570 29 32 13 367 121 6 6205 50 18
internal_value=0 0.000906537 0.295792 0.000735825 0.000225879 -0.0365952 0.0206361 -0.0608935 0.0704921 0.0696709 0.168286 -0.0666009 0.264674 -0.0949622
internal_weight=0 5987.57 3.46425 5984.11 5940.68 131.096 39.0707 92.0256 43.4287 27.4338 2.85525 90.4402 1.58548 11.6369
internal_count=153299 146039 127 145912 145460 7260 200 7060 452 150 96 6997 63 50
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=14
num_cat=0
split_feature=33 112 76 13 76 124 106 35 52 17 15 17 124
split_gain=18.8378 18.446 64.0436 41.0839 38.0276 50.1146 31.6602 25.5191 15.9184 14.2451 17.1145 13.8267 7.97315
threshold=6796.0250119330931 -0.020509544511355306 -0.034316305465852633 -0.25240624230900527 0.014568618770140021 0.13250568073761529 0.8735126245032544 0.67236676072601176 0.18663268183244056 -0.10770896000931317 1.5462616916204104 0.15344533031913335 0.12536569519607041
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -6 -4 11 10 -10 -2 -11
right_child=8 4 7 -5 6 -7 -8 -9 9 12 -12 -13 -14
leaf_value=0.052167150065103543 0.0083017603428309113 0.032965771115446255 -0.050480592019587149 -0.0070819702398812225 -0.0020489252420521141 -0.029438993655982855 0.28484215983704725 0.03163904445731764 -0.092531726793064803 -0.06340035089649973 0.17956887112266992 0.29902595483175337 0.090948803139993775
leaf_weight=155.07975082134362 2.4530819316278203 681.27987814431981 389.87571217527875 477.03025845563388 4967.8720870550387 158.65292469253473 3.8496010827366254 41.909529975469923 3.0039174150297212 12.480465161650502 10.029071125987683 4.9108041202125605 4.5730324822943649
leaf_count=1203 36 15859 21834 44627 62020 4018 15 1914 199 1342 168 21 43
internal_value=0 -0.000718104 -0.012824 0.00745401 0.00149804 0.0211783 -0.00182679 -0.04251 0.0703977 0.0381433 0.116854 0.202179 -0.0220104
internal_weight=0 6875.55 1063.9 632.11 5811.65 839.933 4971.72 431.785 37.4504 30.0865 13.033 7.36389 17.0535
internal_count=153299 151490 69578 45830 81912 19877 62035 23748 1809 1752 367 57 1385
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=15
num_cat=0
split_feature=119 159 8 140 74 145 131 109 169 112 154 79 160 59
split_gain=16.5494 16.8132 17.594 28.7814 21.0317 17.397 29.7784 18.531 16.7029 12.5847 11.6399 4.87713 9.26264 3.78683
threshold=1.7544349884497434 1.3260030457831158 0.3104304120250006 -0.25033217166241944 1.260385424743961 0.6285604067812588 -0.55672782563613377 -0.53958210525637706 -0.021767574364120367 0.49988509749727611 -0.13600530132457053 0.072064068075991902 -0.077715993948768269 -0.11746552434448616
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 11 10 -10 13 -13 -2
right_child=8 5 3 -5 -6 7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.0024894218028798949 0.078150252919077179 0.28441352311658802 0.0083479918592146551 -0.016347206881121724 -0.049741245702043968 0.30370214770358755 0.038598835255309896 -0.016341395722772135 -0.062011471677982266 -0.10519914362327693 0.032680353734992805 -0.12929702891579356 -0.39102031696726075 -0.09903845437698866
leaf_weight=8625.718732525369 1.3825935516215384 5.0949893966317168 707.43698458658764 1417.7190254019224 77.789780716004316 1.849034959450363 150.51224096986698 83.931063877680572 19.516426543777925 13.808898915973257 38.768858224633732 7.7701529646255949 1.6371366517851109 9.4516883859178069
leaf_count=123048 71 82 9493 14930 626 39 1932 1352 344 411 692 149 10 120
internal_value=0 0.000612672 3.08093e-05 -0.00812649 0.0020226 0.0267151 0.0466475 -0.00944269 -0.0418991 -0.0193628 0.000973448 -0.122167 -0.174844 -0.0764269
internal_weight=0 11070.1 10828.7 2125.16 8703.51 241.387 155.607 85.7801 92.3358 72.0942 58.2853 20.2416 9.40729 10.8343
internal_count=153299 151502 148097 24423 123674 3405 2014 1391 1797 1447 1036 350 159 191
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=15
num_cat=0
split_feature=70 154 151 77 77 86 41 28 73 155 151 114 117 125
split_gain=20.0097 21.9332 38.9931 44.2741 31.7871 97.3359 24.7711 16.4064 13.6883 23.6867 9.80148 11.0222 7.16945 5.01053
threshold=1.2549149011147473 -0.33019165956646418 -0.29550829977865845 -0.055819924255666363 -0.1004298777073588 -0.074451899171463734 0.15816629565439327 -0.1389665012009548 0.81626261433716929 -0.41444124628408069 0.3757076576827531 12.606711110185875 -0.39139059477828425 -0.20125339051801625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 6 -6 -1 -3 9 -2 12 -12 -10 -11
right_child=8 2 3 -5 5 -7 -8 -9 10 13 11 -13 -14 -15
leaf_value=0.064841621902793065 0.17571374372433651 0.065076171449403225 -0.0085327834411113319 0.0084950958280880177 -0.41257864062136562 0.0009484681634313024 0.017416455471543451 -0.04485296494024385 0.27548489129861509 0.062108256238643016 0.19522576250934087 -0.086787825088901149 -0.097852989696296869 -0.097083307664769816
leaf_weight=153.03710178617621 6.4538782825693515 14.342349676135198 3065.7825853693375 3042.1605568400837 5.7525466547813258 540.8284421480239 392.8734868564643 254.24474023919629 0.52014508935098902 2.5185769964009532 2.6317615794905569 2.9275375990109751 46.383580264166085 9.1975435926287865
leaf_count=1355 21 674 28362 96652 186 6415 5175 10868 7 14 152 225 1878 1315
internal_value=0 0.00055144 -0.00169159 -5.17709e-05 0.0136433 -0.00340374 0.0307113 -0.0389828 -0.0529248 0.0218785 -0.078832 0.0467169 -0.0937128 -0.0628624
internal_weight=0 7469.02 6376.53 6107.94 1092.49 546.581 545.911 268.587 70.633 18.17 52.463 5.5593 46.9037 11.7161
internal_count=153299 149687 136556 125014 13131 6601 6530 11542 3612 1350 2262 377 1885 1329
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=15
num_cat=0
split_feature=155 35 163 179 73 85 130 56 35 167 98 46 92 120
split_gain=20.9681 41.5388 34.3647 37.671 31.9277 47.6815 31.4475 36.9443 40.1135 34.4368 34.0578 46.3252 30.772 27.4299
threshold=0.0044513180963135762 -0.01853294528188458 -0.26779675566375255 -0.1934310596699915 -0.21130150510612253 -0.062492840130786695 -0.075152210198218133 -0.041143272987795937 -0.031596252340965976 -0.4294282279382618 -0.04351491574985486 -0.047385138184560256 -0.11084578470952089 0.36398863213052829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 10 8 -8 -9 12 -12 -2 -4
right_child=6 2 13 -5 5 -7 7 9 -10 -11 11 -13 -14 -15
leaf_value=0.081709151593498563 0.09266415781885487 -0.028862422400413049 0.011855446323757549 0.046388192859804805 -0.30536167769581846 -0.024860992689366205 0.0048301542085032621 -0.045091462893864773 -0.045325293391697309 0.024632241004431621 0.026860246461456863 -0.032465873888623951 -0.12266107762647521 -0.016020635036891204
leaf_weight=27.983000417341827 7.758141194281051 86.320151671359781 592.848437760651 290.09936321017449 6.100320783792994 919.86231107398635 1079.5002661407489 74.797179249231704 187.09886721285875 1338.0263066520565 223.68588686674047 319.79416251330986 45.923000266317104 872.46659039603765
leaf_count=1253 597 1405 8358 5638 31 13408 17109 1067 8923 23029 5399 15993 2832 48257
internal_value=0 -0.00659168 0.00218098 0.0291318 -0.0235286 -0.026709 0.00519795 0.00982291 -0.00257868 0.020941 -0.0155539 -0.00804839 -0.0915417 -0.00474232
internal_weight=0 2795.68 1841.73 376.42 953.946 925.963 3276.58 2679.42 1266.6 1412.82 597.161 543.48 53.6811 1465.32
internal_count=153299 78350 63658 7043 14692 13439 74949 50128 26032 24096 24821 21392 3429 56615
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=15
num_cat=0
split_feature=111 126 111 118 151 6 10 35 20 59 47 107 171 4
split_gain=17.7906 24.5959 17.9105 44.5162 57.9363 33.6515 32.0396 28.9335 23.3419 17.2113 17.7324 15.7327 15.4708 7.51876
threshold=0.90291018574395776 0.93086920090416481 0.28848479549930145 0.12392335790769049 -0.22764256982634046 0.14218483791004075 -0.031671807707243843 0.11045171141102889 -0.19810545575400493 0.034521371250302267 0.027515170585635608 -0.18615231157507517 0.44364103002300109 -0.0071161757927201931
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 -1 8 -5 -7 -4 12 -11 -2 -3 -13
right_child=1 9 5 6 -6 7 -8 -9 -10 10 -12 13 -14 -15
leaf_value=0.025379650548644102 0.13023338237094156 -0.096652968850783519 -0.093238038887615463 -0.018122254772981558 -0.034478806876829908 0.014744070369725738 0.012904628716906577 -0.012412029800577588 -0.013307727653491126 0.056957703190119072 -0.033554642708427909 -0.094510811682390894 -0.029983681684120536 0.034066356899800386
leaf_weight=204.93142806516335 14.960096369373785 61.074188859456626 41.394127374872369 448.8645218813499 766.42704203484391 2297.9849239980113 1287.371365183124 473.12168246601505 311.25951222185722 31.95929317320406 67.065350575270713 6.3268254904105587 80.927750716393348 16.175815764116123
leaf_count=11158 371 649 729 15517 67968 28521 18255 3016 5723 209 334 99 623 127
internal_value=0 -0.0246262 0.0012453 -0.00470742 -0.0218502 0.00640497 0.00488333 0.0101076 -0.0226899 -0.0363426 -0.00434262 0.0507545 -0.0586577 -0.0020843
internal_weight=0 278.489 5831.35 2707.59 971.358 3123.76 1736.24 2771.11 352.654 241.027 99.0246 37.4627 142.002 22.5026
internal_count=153299 2412 150887 112898 79126 37989 33772 31537 6452 1815 543 597 1272 226
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=15
num_cat=0
split_feature=85 179 83 132 68 115 26 10 119 25 142 157 132 16
split_gain=19.0054 28.9319 28.5927 35.0711 21.0715 43.5274 20.7569 20.4377 18.6777 17.7032 15.4959 23.6055 12.7227 4.89849
threshold=2.0861297303843203 0.90819642331272654 1.797879586096639 0.22555926419599351 -0.17453845890847963 -0.18348316232526465 1.3014632110884283 -0.2509612775577002 0.16937475460477122 0.17458430754082585 0.025190992107377026 -0.39139574681314648 0.30418861541736947 -0.54653103196621744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 8 7 -6 -5 -1 -4 -3 11 -2 -11 -12
right_child=1 9 3 6 5 -7 -8 -9 -10 12 13 -13 -14 -15
leaf_value=0.058440400533737259 0.024469842579748623 -0.057467314013117471 -0.050095363621030842 0.12302376342400963 -0.037664037232931324 0.00083716197534814026 0.39154332274385628 -0.077415246241302332 0.068185907858977726 0.2776614078656427 0.066070833875575399 -0.10708975508005288 0.04418500947912974 -0.101586100461769
leaf_weight=97.948540102617699 39.246025412925519 5.0209174156188956 19.625019511207938 8.8245823262259346 308.05737495505309 6273.819754525699 4.2726247680839142 12.484680702269541 41.755097590386868 5.298202916979788 1.8053030078299332 20.90243689349154 4.1716481301700696 50.242602494894527
leaf_count=1880 333 13 68 55 11141 138305 61 488 97 13 53 217 101 474
internal_value=0 -0.0386454 0.000447731 0.0620664 -0.00023801 -0.000964843 0.210621 0.0430817 0.0303679 0.0943285 -0.0558197 -0.021249 0.174811 -0.0957709
internal_weight=0 126.687 6766.79 74.4773 6692.31 6581.88 13.0972 110.433 61.3801 14.4908 112.196 60.1485 9.46985 52.0479
internal_count=153299 1204 152095 281 151814 149446 116 2368 165 127 1077 550 114 527
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=15
num_cat=0
split_feature=112 76 139 35 129 29 62 102 139 11 56 123 158 10
split_gain=15.1531 24.9693 34.3878 66.9603 38.937 21.8088 64.8036 25.9785 21.4879 30.1371 29.6609 16.2134 16.4756 12.6074
threshold=0.5668430131692116 0.22911443079010227 0.24163358692026429 -0.03081812406700337 1.0199929988507475 0.83035220975099389 0.62781502600216743 0.25499056235437045 0.30380605568522401 0.47933385200837941 -0.045669367120236413 740.50000000000011 -0.28362329236579314 0.39989730141985663
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 -7 -1 9 10 -2 -10 -13 -11
right_child=8 2 4 -5 -6 6 -8 -9 11 13 -12 12 -14 -15
leaf_value=0.0024882715022899893 0.080491451649066625 0.084364394331163925 -0.01060841930477256 0.0084479991983503443 0.05909166296918094 0.16168509988182236 0.0075152003260255673 -0.0086260488123412315 -0.084254403428538183 -0.17552875119148714 -0.0054013467931137114 -0.063611505629956697 -0.0039427849271072516 -0.026666643657696401
leaf_weight=6055.8401726425946 55.315644252783386 175.06405042165716 554.44546099851141 345.44222327737953 93.692457044096955 32.236131585668772 176.78933725765091 3221.9372102566231 55.516573688102653 11.719506929279307 147.16776898145326 68.821056539440178 141.25347601727117 11.05696538183838
leaf_count=84010 846 2448 11997 3805 1078 207 1806 37112 600 54 2171 4391 2635 139
internal_value=0 0.00104724 0.0148395 0.0339813 -0.000532829 -0.00065178 0.0312914 -0.00137145 -0.016923 0.00579584 0.0180634 -0.0361919 -0.0234904 -0.103263
internal_weight=0 10655.4 1168.64 520.506 648.138 9486.8 209.025 9277.78 490.851 225.26 202.483 265.591 210.075 22.7765
internal_count=153299 142463 19328 6253 13075 123135 2013 121122 10836 3210 3017 7626 7026 193
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=13
num_cat=0
split_feature=24 64 127 126 169 83 145 8 27 82 127 112
split_gain=20.429 40.0383 35.9688 42.5117 37.7876 36.2037 28.4045 33.8526 27.7344 43.9607 42.3654 25.8735
threshold=-0.015862000766743749 -0.2679687079731925 0.077691079965439405 0.97841340008056799 0.082914100766813451 0.31215334051361149 -0.18444097453167904 -0.31876872094305753 0.066122886150873722 -0.060557129853106455 -0.38354577546666574 -0.28499388838108652
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 -4 11 -8 10 -10 -3 -1
right_child=1 8 3 4 -6 -7 7 -9 9 -11 -12 -13
leaf_value=0.041744734595218276 -0.5551538464860345 -0.048305979805994562 -0.032533038458111944 -0.056587048113694138 0.057159525446960714 0.067900588579239932 0.43739267948652921 0.013786741063752914 0.03286213245679262 -0.0029832929223803963 -0.006902722050686017 -0.11366944008779059
leaf_weight=15.892856110760475 1.3188908052979957 291.98172068252097 534.1604779069894 37.705087309008377 129.56894939389167 38.47711982385772 1.8881270053898322 2255.4475344910461 405.99530290040911 2175.1257732343583 1609.2134449288442 32.861225504168942
leaf_count=403 11 4989 18463 1665 1266 974 191 32738 5563 41912 38188 6936
internal_value=0 -0.0042581 0.00635472 -0.0128296 0.03152 -0.0257846 0.01251 0.0141411 -0.004096 0.00265498 -0.0132614 -0.0630075
internal_weight=0 4483.64 3046 739.912 167.274 572.638 2306.09 2257.34 4482.32 2581.12 1901.2 48.7541
internal_count=153299 90663 62636 22368 2931 19437 40268 32929 90652 47475 43177 7339
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=15
num_cat=0
split_feature=76 110 9 11 101 74 169 5 67 34 155 115 148 39
split_gain=19.0611 20.8159 31.8276 34.1634 25.0337 43.5386 25.251 23.1785 17.3282 19.7999 18.8177 10.7959 11.6139 8.27662
threshold=-0.14241138344807422 0.42515193791652117 -0.10460914866232419 -0.14264490889578982 0.27601749742949666 0.45431599545988482 -0.22813030816609023 -0.066225070677744344 0.7827915889921131 0.097409292639562398 -0.20233369554078556 0.17504952318994252 0.49620133745441714 -0.013548804864722026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 6 -6 -2 -3 11 -10 -11 12 -1 -13
right_child=1 2 3 -5 5 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=-0.0043628047620793741 0.039074305044035161 -0.025166526904322608 -0.080180644195076659 -0.01636881139200198 0.030838772622557978 -0.01830347013526052 -0.0017174828082276554 0.01527949479521486 1.1551786157654418 -0.048819040156279879 0.15612595002909777 -0.61127133085642438 -0.17546485381801247 -0.07927406359451615
leaf_weight=46.078601566263387 158.2010233001929 208.12896859557077 111.63441698922543 337.69637346758827 697.20130397686444 243.16674655990209 3722.3751861653 443.84415756052476 0.16121320077218371 10.105924183022584 8.0479222346330026 0.29387918350403097 4.3407710901301462 59.642692567802442
leaf_count=4429 4735 1656 1006 10484 9188 5633 98673 3777 9 1946 480 6 136 11141
internal_value=0 0.000659165 -0.011745 -0.0322226 0.00349278 0.0181312 -5.45075e-05 0.00236794 -0.0382455 0.0518348 0.0420367 -0.0531955 -0.0190935 -0.0818825
internal_weight=0 5922.25 1101.3 449.331 4820.94 940.368 3880.58 651.973 128.671 18.3151 18.1538 110.356 50.4194 59.9366
internal_count=153299 135152 16923 11490 118229 14821 103408 5433 18147 2435 2426 15712 4565 11147
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=15
num_cat=0
split_feature=108 117 34 118 163 87 127 68 4 32 119 157 119 118
split_gain=17.4878 31.2136 31.4218 27.2072 72.8041 59.918 38.5621 32.659 47.9402 44.2016 18.9039 24.6233 20.5832 14.281
threshold=1.8402719501429157 0.7858527036990216 -0.074018980910200274 -0.093793515287040663 -0.33547549815739669 0.28275088399138343 0.45127695917146277 -0.060748548862998415 0.021446677494801638 -0.032560250332176147 0.31106341586838704 -0.052140427619981812 0.066227845536261515 0.62570947084352924
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 9 -9 -5 12 -12 -3 -4
right_child=1 10 13 7 5 -7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.035774390658588923 0.090600011077405479 -0.014979947210925177 -0.0098709358535108913 0.0052905247501432787 -0.035831031974091668 0.052094181889869043 0.1961146958543788 0.026094287797525803 0.0013961728664663353 -0.058367697642638466 -0.022254191934974823 0.04622352654177185 -0.057711181195631393 0.078906816750795403
leaf_weight=90.694799652735128 48.651603377627907 236.3448228610323 161.19434882986388 276.46716161761469 651.37487338843493 87.972666517831385 17.971681690109108 1100.8000326872625 2747.3916497991686 180.15234287002932 167.85258791236265 76.416727488045581 215.51729818461536 20.414425235590898
leaf_count=5677 568 1892 3141 13724 36118 3015 367 37944 39942 8070 938 424 1362 117
internal_value=0 -0.0126878 0.0192284 0.00223576 -0.014136 -0.0253691 0.0622921 0.00546087 0.00846123 -0.0198249 -0.0232447 -0.000831758 -0.0353608 0.000108465
internal_weight=0 926.392 230.26 5152.83 848.014 739.348 108.666 4304.81 3848.19 456.62 696.131 244.269 451.862 181.609
internal_count=153299 8442 3826 144857 45177 39133 6044 99680 77886 21794 4616 1362 3254 3258
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=15
num_cat=0
split_feature=34 173 9 167 76 177 2 9 177 121 9 76 173 70
split_gain=18.6846 36.076 76.3304 62.6933 60.9784 34.9314 48.053 36.3497 28.1425 44.5509 46.8878 34.6765 34.1733 29.3464
threshold=-0.023244474853071174 -0.047525248016590103 -0.061864023286493382 -0.15772609649929883 0.13832224728723749 -0.076913291435389233 -0.13814009338327668 -0.016405737422554769 0.6982725414864519 0.0031461620623286809 -0.036289550268383035 0.0061765799874198861 0.29102299053641129 0.13507802619104822
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 9 10 -2 -11 -10 -14
right_child=8 2 3 -5 -6 7 -8 -9 12 11 -12 -13 13 -15
leaf_value=-0.0061493692745195278 -0.0099816569411623687 0.09951449136240309 -0.059838509463885928 0.01162146625908532 0.023289521127905596 -0.039614068647406998 0.035480232816827786 0.020528840371445908 0.093111807403747582 -0.0053637484356664697 0.025472336732874825 -0.039713386008506157 -0.033702433952560611 0.025557509020461701
leaf_weight=1109.2659252455487 1197.7958495854582 164.47284947751905 142.868294681306 872.74927644048876 289.99494054276147 419.93305898734252 369.68738596739422 132.10579170309938 53.064696141809691 539.36014128633542 541.72113665076904 645.77261052954418 119.72509399229602 276.69758800882846
leaf_count=16324 25510 1912 1235 13204 2221 6179 9298 1686 379 43891 10833 10432 7382 2813
internal_value=0 0.00488047 0.0168119 0.0015691 0.0508755 -0.00375578 0.0042566 -0.0252216 -0.00554757 -0.00912789 0.00105944 -0.0240807 0.0177483 0.00766019
internal_weight=0 3501.08 1470.09 1015.62 454.468 2030.99 1478.95 552.039 3374.14 2924.65 1739.52 1185.13 449.487 396.423
internal_count=153299 52059 18572 14439 4133 33487 25622 7865 101240 90666 36343 54323 10574 10195
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=12
num_cat=0
split_feature=154 53 90 24 143 148 104 96 153 112 87
split_gain=16.3758 22.3787 24.775 22.7797 19.7811 16.1583 27.1812 21.5916 13.3427 9.48132 7.21926
threshold=-0.48676252807013565 2.0687996971802476 0.040812627952643059 0.14104365577759417 1.248118667211036 -0.53133101088416235 -0.044137010136712167 -0.078245960815701399 0.028819246255299923 0.53853366487685594 1.1381976037021289
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 9 10 -1
right_child=1 2 3 -5 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.072796195698372548 0.048795400018400603 0.20547202595672381 0.2770583763656812 0.073631080413185834 -0.067783478629354951 -0.033231369419898786 0.0011318653452282381 -5.9736411632873926e-06 0.40820988755134446 0.27228107919194183 0.30429581762387747
leaf_weight=47.427749247173779 180.28043352020904 3.1122511383146074 6.5931139250460538 33.343453667825088 17.80537301232107 199.38077218092076 355.73001034952176 10283.416602113561 0.60851710918359359 0.82928672863636066 0.51318240514956315
leaf_count=1777 1872 66 63 452 347 3530 4325 140820 17 13 17
internal_value=0 0.000561996 0.0610371 0.107215 -0.0271269 0.000228007 0.0171629 -0.000637914 -0.0571541 -0.0629606 -0.0687596
internal_weight=0 11079.7 60.8542 39.9366 20.9176 11018.8 536.01 10482.8 49.3787 48.7702 47.9409
internal_count=153299 151475 928 515 413 150547 6197 144350 1824 1807 1794
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=12
num_cat=0
split_feature=118 116 136 24 158 77 130 149 166 121 131
split_gain=19.7258 23.6702 23.25 22.4218 35.3975 29.9937 20.9781 17.1671 16.2447 14.1632 10.3621
threshold=-0.33612702686557744 0.016068834984355823 -0.21304893095261598 -0.015862000766743749 0.36164192609830292 -0.015186462685703393 -0.48248197003084503 0.55704009587872683 0.76555932415420658 0.061766682455016132 -0.034371845632762389
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 9 5 -5 -3 -4 8 10 -2 -1
right_child=1 3 6 4 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.097001667899898544 -0.04123873574942899 0.0048025610923444415 0.032370857460478679 0.00058560086778072253 -0.023157066685281783 0.042829175718261357 -0.037081721728626983 -0.14269358117278189 -0.23261086164800293 0.11174573005647584 0.018544284872560646
leaf_weight=46.210329684136013 8.7440465758495538 2471.9236839120331 49.317893889754487 3528.3640415654745 763.87970954259799 226.4213634843436 368.02353761467157 4.3808762055996331 1.8379359622485925 19.652822952717543 26.479903387880768
leaf_count=1353 3017 20202 1363 41444 6297 1905 75933 20 35 113 1617
internal_value=0 -0.000574068 -0.0229169 0.000850573 -0.00363982 0.00799342 -0.0288744 0.0496886 0.0609972 0.0646383 0.0684209
internal_weight=0 7436.33 445.738 6990.59 4292.24 2698.35 417.341 78.909 74.5282 28.3969 72.6902
internal_count=153299 150274 80426 69848 47741 22107 77296 3025 3005 3130 2970
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=15
num_cat=0
split_feature=96 83 115 72 158 5 112 132 145 116 170 17 49 155
split_gain=19.2125 31.9598 25.7345 25.1896 33.1706 24.1212 23.4892 27.0878 23.4276 21.1692 17.0979 12.7339 9.18828 10.8631
threshold=1.3367744666102832 0.61073598281655461 0.22681143725577768 0.64229279700883146 -0.17162096916694566 0.28801494168957648 0.24041971215042901 0.046106989823022922 -0.45911646584779447 0.039899807630865661 1.0054163595019743 -0.020591749853198373 0.30098205867814892 -0.040069483281771824
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 -5 9 10 -8 -1 -2 -3 -7 13 -4
right_child=2 6 12 4 -6 11 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.058913908044571577 0.072405522652688778 -0.07935366631577867 0.067220738962956425 0.058370714621847536 -0.0068442480794124478 0.055934131850669581 0.11252138412181029 -0.020541535984505817 -0.0015823873889079362 -0.028906559228609768 0.073622303532520139 0.1635203039430099 -0.064984230410219765 -0.038821299225608411
leaf_weight=64.839583076085546 44.16329462005524 98.772842091631901 18.255544458399527 169.55941065651132 144.42676699227741 19.61981412791647 16.082924183647265 313.83306895384158 5023.7715879872194 38.695295791127137 7.8899053628556421 25.044584011280676 26.866901291097747 20.518411448923871
leaf_count=4000 345 2978 662 1642 4013 213 176 7801 128248 771 248 183 1099 920
internal_value=0 -0.00121847 0.0308366 0.000884614 0.0283733 0.0570237 -0.0272438 -0.0140549 -0.000811538 0.0250924 -0.0680379 0.116261 -0.0200382 0.0111054
internal_weight=0 5839.18 193.164 5402.6 313.986 127.523 436.579 329.916 5088.61 82.8586 106.663 44.6644 65.6409 38.774
internal_count=153299 149106 4193 137903 5655 1512 11203 7977 132248 1116 3226 396 2681 1582
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=15
num_cat=0
split_feature=73 83 157 1 20 103 72 129 128 86 122 57 57 29
split_gain=17.0484 49.5211 46.7361 34.4896 36.8371 35.7857 25.9662 31.5671 26.7017 25.1485 24.1012 17.3093 21.0541 15.2065
threshold=0.72321016234860835 0.94359069838014531 -0.4754210526714146 0.022193225079505378 0.43482718346729182 0.37538222690700929 0.65564767440927141 1.0187084364443264 0.78169805096730782 0.16056443610212642 0.10873473760298254 4.7662851482202315 4.3967270371693994 2.8984057089576445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 11 5 -5 -4 8 -8 -1 -3 -11 12 -2 -13
right_child=2 9 3 4 -6 -7 7 -9 -10 10 -12 13 -14 -15
leaf_value=0.0042963347244372061 0.015849428935232016 0.18468005312480942 -0.077079003442008714 0.023840904701283951 0.15453481100761612 -0.00070536893686672011 0.0083421165877147242 -0.032042583471160381 -0.066776400642505188 -0.026902819326312971 -0.091826413276010321 0.074101443398953387 -0.21709386246185219 -0.0047123272843523183
leaf_weight=3411.5726577283258 40.050703459884971 4.6285100226523346 65.220904233981855 164.6208198426757 24.817522552446462 1034.0027474887902 313.41184664967295 506.11446416932449 53.692578855992906 156.70388358805212 90.028394457534887 166.28370246151462 4.2962591573595992 28.707198360469192
leaf_count=135324 344 51 270 798 112 6182 3230 2625 777 1004 640 1613 79 250
internal_value=0 -0.00312132 0.00909165 0.00155461 0.0409626 -0.00523689 -0.000590656 -0.0165982 0.0031951 -0.0462601 -0.0505923 0.0496732 -0.00671773 0.0624982
internal_weight=0 4536.15 1528 1288.66 189.438 1099.22 4284.79 819.526 3465.27 251.361 246.732 239.338 44.347 194.991
internal_count=153299 143651 9648 7362 910 6452 141956 5855 136101 1695 1644 2286 423 1863
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=13
num_cat=0
split_feature=171 10 11 114 90 9 11 169 69 159 162 76
split_gain=17.7263 17.2362 39.9737 40.2441 39.3268 35.7385 41.2368 32.5299 6.7115 7.26379 9.03496 2.78033
threshold=0.1456321006873432 -0.016431489743410396 0.20038147631339712 7.9726856864367859 0.0023649984872932774 -0.13133721830636255 -0.34390726719544157 1.4855666209551168 0.015730182314097469 0.06742530969563422 0.072540717388299578 -0.3606051543065259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 -1 11 -11 -10
right_child=1 2 3 -5 -6 7 -8 -9 9 10 -12 -13
leaf_value=0.13951721712589332 0.01153371668723413 -0.07291422064326826 -0.02159731748069808 0.020818697930015256 -0.014001425616324423 0.010489911527707389 -0.016520936973521798 0.13293835690685152 0.1094427423251465 0.11911682795739056 -0.047994552281795659 -0.08649602821528253
leaf_weight=1.7324314183060767 848.47444936635293 130.24085857320097 336.72139296638125 666.3550877888556 871.66170178381435 2550.7120443853491 1369.7561932371609 21.881982111837715 0.73743808269500633 4.347742755693619 12.644404988648601 40.326521638184204
leaf_count=15 15186 23726 9076 29505 18961 31270 22391 164 1 125 293 2586
internal_value=0 0.000253326 -0.00753153 0.00658012 -0.0216597 0.00351132 -0.00579002 0.0115314 -0.054436 -0.0602236 -0.00523614 -0.0829773
internal_weight=0 6795.8 2004.98 1003.08 1001.9 4790.82 2218.23 2572.59 59.7885 58.0561 16.9921 41.064
internal_count=153299 150279 81268 38581 42687 69011 37577 31434 3020 3005 418 2587
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=14
num_cat=0
split_feature=168 72 34 154 63 120 127 130 72 85 79 129 140
split_gain=16.519 26.7114 33.1345 31.8847 20.9127 23.4362 28.9596 26.1867 13.7581 11.5267 11.2204 10.8662 10.5687
threshold=22.799455532045524 0.62958365176480047 0.18594994871253862 -0.12383702591718092 0.49186704541670423 1.5877718896386075 0.57284166150712468 -0.5245703608097716 0.13539008328403787 -0.10781247464117959 -0.035035680210578186 1.0185556596371064 0.52301313905989366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 -4 5 7 -7 -1 -2 -3 -6 -12 -11
right_child=1 9 3 -5 10 6 -8 -9 -10 12 11 -13 -14
leaf_value=-0.034199989516879567 0.032295337876355461 0.42580834238277721 -0.014789338463319793 0.04651937511838309 -0.31825902997020505 0.01564339821173058 0.14316695637187635 0.0014584170028763058 -0.045441134053440434 0.015111065872184533 -0.068770708236237238 -0.0093771050924004867 0.11232488285820373
leaf_weight=210.82112547373981 24.283204756153282 0.70714197307824989 400.63451490947045 107.6129807762336 1.421507604420184 772.16419802774908 18.228271617670543 8909.633255022276 364.6592763444205 175.41378613778215 55.343441970064305 69.468313106801361 11.94463916493987
leaf_count=3109 305 7 7555 1009 4 9583 145 119409 2997 1612 5870 1310 384
internal_value=0 -0.0114368 -0.0186196 -0.00180823 0.00155055 0.0020657 0.0185844 0.000634166 -0.0405877 0.0228297 -0.0388949 -0.0357131 0.0213087
internal_weight=0 1085.26 897.19 508.247 10037.1 9910.85 790.392 9120.45 388.942 188.066 126.233 124.812 187.358
internal_count=153299 13869 11866 8564 139430 132246 9728 122518 3302 2003 7184 7180 1996
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=15
num_cat=0
split_feature=106 56 146 154 4 118 16 94 100 130 82 122 14 90
split_gain=20.9623 42.9497 30.8319 25.7612 41.2837 36.6297 24.3818 23.5288 48.5592 40.4958 22.3337 24.5918 21.3275 11.3153
threshold=0.61752990466075997 1.3626205343296525 -0.012648866987929204 -0.24529031768003146 0.22212336121461571 0.27361224429402203 -0.13148885444127265 0.012072208024139594 -0.042794996968303731 0.65115254426184366 0.45117348316891842 -0.0019119462451478253 0.07033057524152049 -0.083768650415099219
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 13 10 6 -6 -5 8 -1 -9 11 -2 -4 -3
right_child=3 2 12 4 5 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.0013468599170775026 -0.031501721792037217 -0.39739023111060789 -0.057627214528328599 -0.074332954029653633 0.0040009241254240985 -0.079336467032674204 0.052067049486039532 0.0077409337797767173 -0.024100970269732448 -0.052769576538358967 0.098939074320028686 0.032829873529978397 -0.17053201573452173 0.028465497329712972
leaf_weight=2416.5550838621684 70.238534941279795 0.63800831884145992 40.858127217274159 17.437319174568984 116.67482774564996 96.250983030462521 122.25025573990933 2936.2233445054262 1087.1924605918884 114.92710582561995 42.227903870632872 385.83285998483188 28.332285736833001 28.293791082195639
leaf_count=30358 351 4 522 150 2297 597 1013 55099 51426 2043 281 8483 210 465
internal_value=0 -0.00194159 -0.067612 0.0147275 -0.00595656 -0.0336709 0.0362884 -0.000958547 -0.00654945 0.0054617 0.0293643 0.0229223 -0.10386 0.0190745
internal_weight=0 6653.02 98.1222 850.913 352.613 212.926 139.688 6554.9 3503.75 3051.15 498.299 456.071 69.1904 28.9318
internal_count=153299 140127 1201 13172 4057 2894 1163 138926 81784 57142 9115 8834 732 469
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=15
num_cat=0
split_feature=13 82 119 135 9 93 122 155 169 59 14 155 150 83
split_gain=18.556 18.7083 34.7652 53.202 28.8192 25.2348 28.4357 25.0309 3.94487 3.87095 2.07201 1.63354 11.9025 1.45634
threshold=0.24475220026099639 0.090668472485496074 -0.14242601733718022 -0.0052608895036424354 -0.086597725087556018 0.10972013997592202 1.2150715981063025 -0.17961775469716854 -0.13464437043492469 -0.010826454447377577 0.074815529440780529 0.60604853602742415 0.32946606463280975 -0.096088300422771569
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 -7 9 10 -2 -10 -13 -11
right_child=8 2 4 -5 -6 7 -8 -9 11 13 -12 12 -14 -15
leaf_value=0.0012644500050519548 0.10695081326826997 0.051499337638683043 0.0097654641042180523 -0.051259266687080189 -0.012608731183778378 -0.037577013678809362 0.11773168857055086 0.038132094162795838 -0.07960111181422537 -0.084600140644701075 -0.089417202737636703 1.2480439985653782 -0.035479828487191535 0.1287705105092096
leaf_weight=2875.8580664005567 0.64671205528429743 60.253890272884746 1161.9984686776879 307.58022526630521 1140.9437010263791 49.813263392192312 21.117063499201322 354.08188348970725 37.844927678903332 0.37018398231884964 3.1772830061454442 0.075261000005410916 1.8052800867080803 2.3541758723440571
leaf_count=61262 39 1289 10024 5340 25149 999 324 3987 40031 104 2176 40 2433 102
internal_value=0 0.000343436 -0.00587908 -0.0344267 -0.00131935 0.00537815 0.00211342 0.0287947 -0.0632264 0.0086882 -0.0562075 -0.0750808 0.015888 0.0997779
internal_weight=0 5971.65 2670.78 367.834 2302.94 3300.87 2896.98 403.895 46.2738 6.54835 3.824 39.7255 1.88054 2.72436
internal_count=153299 108374 41802 6629 35173 66572 61586 4986 44925 2421 2215 42504 2473 206
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=15
num_cat=0
split_feature=70 144 57 118 77 80 106 169 129 80 169 92 145 82
split_gain=16.5645 35.4203 42.5063 37.2354 29.5247 44.1122 41.019 31.6191 29.4854 29.3659 27.346 26.1758 19.4092 13.3604
threshold=0.043321883916985847 0.057894149791955098 353.38501247006246 0.03976818098537508 0.11056893070712125 -1.0000000180025095e-35 -0.13013944673420397 -0.12615601854467781 1.0179800397626386 -0.021568239675050744 -0.10682109323166269 0.59322125767255385 -0.13793203610324137 -0.047465742162687959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 12 6 8 10 -7 -6 -5 -2 -8 -3 -1
right_child=4 3 -4 9 5 7 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.02414070251235954 -0.06420094591847475 0.0094777363327638881 1.2890061924613796 0.027810399478708444 0.037464907168641447 0.029910261040528026 0.01219548385364088 -0.008020803769665609 0.31476144823623853 -0.02435871788915344 0.053073790131059319 -0.01481358257338811 -0.068152905718853199 0.11533625896513218
leaf_weight=9.6644573527319135 21.385968629660056 39.455959946238181 0.29091064736712624 181.29305949592708 8.389350541692691 237.67427989283715 1397.3053871726943 2916.5488933140114 7.0628481710009501 266.52388282397078 282.94403613986469 482.80558124103118 175.28340952084363 23.732804340449547
leaf_count=2426 1170 11943 5 16210 107 5721 15871 29114 60 16742 2251 2301 47541 1837
internal_value=0 -0.0145689 0.0854582 -0.0196549 0.00182773 -0.00433696 0.0107728 -0.00516266 0.164211 -0.00323871 0.0448326 0.00525965 -0.0538891 0.0749746
internal_weight=0 696.244 33.6882 662.556 5354.12 3169.68 2184.44 3154.22 15.4522 447.817 304.33 1880.11 214.739 33.3973
internal_count=153299 96704 4268 92436 56595 35002 21593 34835 167 32952 3421 18172 59484 4263
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=12
num_cat=0
split_feature=127 77 155 115 139 80 90 145 101 121 158
split_gain=17.9007 20.1205 22.2516 19.5637 37.2163 34.3053 11.5101 0.0667797 0.00680103 0.00457588 0.00287054
threshold=-0.55080637842865354 -0.40307781653363312 -0.2606217369599772 0.20912508315721701 -0.11232217169879728 0.88647577510127429 0.046665867403523097 -0.41755934809375655 2.568580250756519 0.011870523757953088 -0.25296951350822555
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 9 4 -3 -5 -4 -1 10 -2 -9
right_child=1 3 6 5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.098598806821006482 -0.0877829474820742 -0.041523348156605619 -0.085294463859709624 -0.020910046705433855 0.0037496581587669491 0.019316024419859856 0.15209942241701341 -0.083629769240769411 -0.091501377442480436 -0.081702504101758208 -0.080880124596954872
leaf_weight=2.6286900986451682 1.6894861592445547 187.91216012990481 2.2664396660402444 936.46133969544462 5383.6435237742371 274.04574596259044 20.660788249690086 4.8444281609263333 0.6975663264747699 4.6280351664754562 17.555803623246902
leaf_count=26 20 26452 120 31201 84087 3021 59 308 18 434 7553
internal_value=0 7.61754e-05 0.0828439 -0.000280725 0.00222273 -0.0118033 0.128632 -0.0834964 -0.0817776 -0.0833286 -0.0814748
internal_weight=0 6811.31 29.2447 6782.06 5571.56 1210.51 22.9272 25.7265 23.0978 6.31752 22.4002
internal_count=153299 145394 633 144761 110539 34222 179 7905 7879 454 7861
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=15
num_cat=0
split_feature=16 8 71 82 90 139 97 34 133 139 77 170 173 13
split_gain=15.64 14.9298 34.0425 70.5407 37.2073 20.0718 22.316 19.8584 8.86282 7.09593 7.43636 3.35575 2.82136 1.38927
threshold=-0.6301495229605284 0.3104304120250006 -0.091747476968509031 -0.077713519152041735 0.024257988542646717 0.59307953808651792 0.27608941999357944 0.75752430563192708 0.055662813262474901 -0.058414707133075387 -0.12878098030833893 0.054748084004043435 0.24719781792599926 -0.39268155742072275
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 -2 -7 12 11 -11 -10 13 -1
right_child=1 2 4 -5 -6 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.087975937689468139 0.00084232014907904276 -0.009182088639743553 -0.02995469381301126 0.082038908032937063 -0.0012433595513456467 -0.031732290754697121 0.016901497380693558 0.22044183002441065 0.053947382823597602 0.30039826605885001 0.044153149870772505 -0.12219661151457667 0.17568755955561433 0.09313141784268042
leaf_weight=0.48082965612411488 7597.5698757416576 268.72850423515774 754.83672374259913 123.83619751228252 1122.6549270774412 214.70027872291394 976.52252040068561 3.1688787518069139 1.5236715149367253 1.203331090509894 19.248173032610794 3.7275235876441002 7.3211062829941511 3.556228783389086
leaf_count=8 108370 2915 8729 1198 14104 6925 9817 29 79 5 879 10 31 200
internal_value=0 4.29426e-05 -0.00718699 0.019594 -0.0127866 0.00190969 0.00267134 -0.0280645 0.0651139 0.0326057 0.0592302 -0.0710872 0.138678 0.0715608
internal_weight=0 11062 2270.06 392.565 1877.49 8791.96 8574.09 217.869 37.0609 25.7027 20.4515 5.2512 11.3582 4.03706
internal_count=153299 152087 26946 4113 22833 125141 118187 6954 1212 973 884 89 239 208
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=15
num_cat=0
split_feature=106 148 160 103 134 45 11 95 4 53 6 13 76 53
split_gain=19.8188 18.6122 39.8806 36.2414 30.7635 30.0523 23.9913 16.5316 4.88217 5.42886 4.21931 3.55835 1.09055 7.76194e-06
threshold=-0.23378130616967349 0.064125191908615112 0.086782998271146203 -0.28405593544056984 -0.017508171551495363 0.76170472102211984 0.12200947533684921 -0.057843378307215094 -0.08321579540984432 0.15750521223051353 0.14218483791004075 -0.092067413742957835 -0.056358737611081622 0.12085382666602003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 7 -5 -2 -4 -3 9 13 11 -10 -12 -1
right_child=1 3 6 4 -6 -7 -8 -9 10 -11 12 -13 -14 -15
leaf_value=-0.080136726766371957 -0.011530299929619896 -0.013945196647029659 -0.019113725872590647 0.021454490919289752 0.00027550825444945271 -0.066784684721805238 0.0088304347534966521 -0.12068703006233701 -0.080395919278853048 0.24659399690753281 -0.151171396653068 0.16832056305538298 -0.082409618735141577 -0.081838558860519606
leaf_weight=1.0072238011853181 1856.544709477741 26.83107729096082 360.56153108319995 1068.4149209594016 1915.3822123604186 103.94494950530861 2077.3434065024339 31.59443758395355 1.0787458687955225 0.9994684220291673 2.4805472273437763 1.2323767632105944 32.872475800077154 0.027532711806998011
leaf_count=2340 54277 717 7790 20980 33327 1346 23520 398 845 3 33 36 7685 2
internal_value=0 0.000318054 -0.00384146 0.00633182 0.00785911 -0.0144599 0.00469755 -0.0716674 -0.0705267 0.0803717 -0.0786766 0.052229 -0.0872343 -0.080182
internal_weight=0 7440.62 4398.39 3042.22 2983.8 1960.49 2437.9 58.4255 39.6984 2.03422 37.6641 2.31112 35.353 1.03476
internal_count=153299 142355 86933 55422 54307 55623 31310 1115 10944 2345 8599 881 7718 2342
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=15
num_cat=0
split_feature=23 11 95 25 11 27 145 83 23 53 177 68 101 89
split_gain=17.0571 28.3885 29.5049 27.6447 26.6951 49.7235 45.8526 47.0357 43.047 37.9199 35.4674 23.1954 17.8549 17.3562
threshold=-0.077082799735418414 -0.29119721810109195 -0.082538424825222209 0.029877383626203357 -0.34836190251388338 0.068580381012894112 -0.27701258090612457 0.043713200626469433 0.22080719019887987 -0.058964089070368438 -0.099741398839629167 -0.15297120188537436 -0.10533756471268822 -0.053881515725410077
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 5 10 8 -8 -6 -7 -2 13 -13 -1
right_child=4 2 3 -5 6 9 7 -9 -10 -11 -12 12 -14 -15
leaf_value=0.086060421188782141 -0.0095558409426837951 0.037923008457573563 0.038485683493941797 -0.061541353725566676 0.04009678101747572 0.0099767145431053916 0.012179957589143057 -0.0095346154956699181 -0.032372657815697085 -0.068927989821329042 0.054903816686004608 -0.53974686411657868 0.031086753525060247 -0.078473577490891219
leaf_weight=7.6863023171317755 413.94296109044808 45.154270842169353 31.380103119277919 231.18481514102132 547.93912978877779 84.170318234682782 1857.2780265374859 2154.9126032760978 96.383801922842395 220.36001101729926 107.53487557181506 0.54983031121082504 160.07741939697007 38.648496038076701
leaf_count=595 6272 3545 2699 14743 8527 944 60273 45430 975 1224 2429 11 4717 915
internal_value=0 -0.0174851 -0.0367457 -0.0495868 0.00155494 -0.0150128 0.00449386 0.00051725 0.0292561 -0.0471192 0.0037365 0.0111524 0.0291328 -0.0511797
internal_weight=0 514.681 307.719 262.565 5482.52 826.008 4656.51 4012.19 644.323 304.53 521.478 206.962 160.627 46.3348
internal_count=153299 27225 20987 17442 126074 10869 115205 105703 9502 2168 8701 6238 4728 1510
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=13
num_cat=0
split_feature=19 154 77 128 35 2 77 23 58 79 27 8
split_gain=17.125 16.0198 38.8755 38.5529 31.6607 35.2391 32.1353 21.1731 13.1033 9.31009 2.04561 1.42297
threshold=1.1648481169594425 -0.1963959355073929 -0.25638086410877653 0.71563862504268771 0.014925179872857594 -0.18730681756480325 -0.17165120529399344 3.0605566851245953 0.64467025141274326 0.48640300036565642 0.098212599364531458 64.077851295783276
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -3 -6 -1 9 11 -11 -2
right_child=8 4 3 -5 6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.059603466334672672 -0.09088915662597985 -0.0082420339332278936 0.016464994236423051 -0.059673830895153317 0.054303137909318837 0.013035748882403622 -0.019626923075790653 0.11135811917575107 0.27358507390190762 0.19963345043481578 0.082810569111457705 0.088303491685988611
leaf_weight=106.01918190547804 3.8681927960715319 1599.0377717437204 1375.6262783258453 69.881915538659086 61.616886133775552 1516.5296623415798 1283.7740421455965 7.7754216082394114 3.2911921329796305 1.7253739833831776 11.417970030102877 0.50049167126417149
leaf_count=3565 455 30231 27600 372 3545 51790 35553 43 15 3 123 4
internal_value=0 -0.000371158 0.00835393 0.0127841 -0.00342096 0.00211511 -0.016241 -0.0479219 0.0905153 0.0561094 0.0981463 -0.0703602
internal_weight=0 6020.26 1559.3 1445.51 4460.96 3115.57 1345.39 113.795 20.8032 17.512 13.1433 4.36868
internal_count=153299 152699 31580 27972 121119 82021 39098 3608 600 585 126 459
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=15
num_cat=0
split_feature=85 20 76 61 16 118 21 90 77 157 72 107 55 93
split_gain=17.9617 31.7971 28.4955 43.9948 34.5976 38.5901 34.3026 31.1724 24.1676 24.5857 23.9737 18.7312 9.68284 8.32961
threshold=1.7966972422159393 -0.18203525046983673 1.2379185703006073 0.50735240884955579 -0.45986276753461081 0.51618062287576072 0.27238904108652967 1.30027306284321 3.0500455883037358 -0.35407516735582922 0.35734318439495433 -0.096703591436717418 0.067964855079783323 0.18666541682516213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 4 6 5 -1 -4 -5 13 -10 -6 12 -2 -3
right_child=1 8 3 7 10 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.07998120721185116 -0.015559441427059227 0.0038358027066245424 0.035002977620952017 -0.065985731370755696 0.0051949080952302948 0.050885485315855718 0.13292836654047641 0.047124328121944628 0.050164504075158878 -0.11776505899414365 -0.0075481980764309344 -0.09226861027814684 0.19204478064490679 -0.078660211208638309
leaf_weight=103.51630696813663 2.8117793018464026 13.858595518540822 156.81898760132026 63.852286051318515 3753.9743034461244 28.802493420982501 46.342519337078556 39.399221097584814 39.757095060078427 11.16703523811884 2433.2716890356824 4.1205200720578423 11.177484862040727 104.75357720284956
leaf_count=5099 52 128 516 975 116685 515 189 534 280 87 26980 52 52 1155
internal_value=0 -0.0308285 0.000545383 0.0303273 -0.000898637 -0.0514948 0.0573404 -0.0228246 -0.0442824 0.0133396 0.000183399 0.0951217 0.150317 -0.0690214
internal_weight=0 187.646 6625.98 306.413 6319.56 132.319 203.162 103.252 169.536 50.9241 6187.25 18.1098 13.9893 118.612
internal_count=153299 1806 151493 2214 149279 5614 705 1509 1650 367 143665 156 104 1283
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=15
num_cat=0
split_feature=19 26 57 17 118 157 89 118 161 118 116 110 115 115
split_gain=15.2234 26.2221 24.2499 25.3926 31.3415 23.3055 18.9396 19.6969 18.2954 17.8484 28.693 20.0016 7.36296 1.14491
threshold=-0.041702297828416966 -0.31204007152882229 3.5441411689934221 0.60650572753483234 -0.18774460257612777 0.34574230331041572 0.057291920022003055 0.020460775133207623 0.20934005091546756 -0.22673733758750003 0.73301639711251221 -0.59654628409464938 0.14906350499814186 0.097424219576630292
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 6 5 -5 -4 7 -1 -8 10 -3 -11 13 -2
right_child=1 9 3 4 -6 -7 8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.029605736205789913 0.091070743602414447 -0.024749205248250482 -0.012044874104172832 0.21646327003467794 0.023087824950162615 0.0079233085563418688 0.072660054392778659 0.033465526583701895 -0.01685310609730423 0.072013377805921583 0.13736748917378733 0.0036419535781860531 0.3415090822948359 0.15323615627137552
leaf_weight=97.526026588231616 8.9647866170998878 329.58539353704691 3012.2807355920413 8.9760749145134451 126.51273666969064 725.21533974213526 97.974134233489167 100.58010074079357 29.771747549209977 43.071500550373457 11.291467726114204 6483.8243430258117 1.5549247413873661 4.4248882830142966
leaf_count=2431 225 6305 47598 365 1971 9434 1185 1643 254 475 346 81044 7 16
internal_value=0 0.00321604 -0.00442428 -0.00662862 0.0358989 -0.00817029 0.0217758 0.00241606 0.0517986 0.00292811 -0.0193791 0.00409314 0.135534 0.111615
internal_weight=0 6882.72 4198.84 3872.98 135.489 3737.5 325.852 198.106 127.746 6867.77 340.877 6526.9 14.9446 13.3897
internal_count=153299 88418 64881 59368 2336 57032 5513 4074 1439 88170 6651 81519 248 241
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=13
num_cat=0
split_feature=130 46 44 74 168 118 21 23 125 139 118 89
split_gain=18.3271 18.6171 52.3431 50.7122 33.5149 33.7292 32.3719 31.4786 2.66908 0.840985 0.283759 0.0228143
threshold=1.0031033445763398 0.053056490620380488 0.24293768673180308 -0.033985653110739943 7.7935166904507254 -0.040658772771613901 0.056107661426868023 -0.24455209160656996 -0.21265860951945589 -0.14912781142546819 0.44090368795759383 0.12381307061566287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -4 -3 -2 10 -10 -11
right_child=8 4 6 -5 5 -7 -8 -9 9 11 -12 -13
leaf_value=0.0028153294221392915 0.040434825273917563 -0.061361355212008584 -0.020166955040331964 -0.031895653641000742 0.012535869023883673 -0.0076015391038050384 0.053331355710030184 0.018736591470157684 -0.11364336953394992 -0.10011488646971896 -0.15237388277850186 -0.086249124361749377
leaf_weight=822.55399532666434 1.3399920519441391 50.814204325070023 85.513664348227394 861.96818039074424 1180.4667977993522 2815.763063433129 200.2690126593443 1425.3717146080198 4.178229273995389 1.3536065142288833 3.4566174149513245 9.6201384578307607
leaf_count=46059 10 294 622 50546 18691 22309 1804 12371 34 200 11 348
internal_value=0 0.000102303 -0.00823284 -0.0149462 0.00310331 -0.00165305 0.0313387 0.0159794 -0.0958759 -0.105692 -0.131178 -0.0879595
internal_weight=0 7442.72 1970.3 1684.52 5472.42 3996.23 285.783 1476.19 19.9486 18.6086 7.63485 10.9737
internal_count=153299 152696 99031 96605 53665 41000 2426 12665 603 593 45 548
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=15
num_cat=0
split_feature=19 115 161 121 55 77 23 115 4 136 17 67 176 72
split_gain=17.7365 27.286 28.1574 48.8457 26.0034 28.7456 48.6452 28.7783 19.0479 18.038 21.1151 18.5614 5.64354 3.74769
threshold=0.073533510061261478 -0.0088540423309920162 0.4198288088572833 -0.13345961764857189 -0.19220435165007663 0.27006886196566265 0.22080719019887987 -0.16636263021181319 0.0079618900742843435 0.099088145608053277 0.045138957833810521 -0.038535619216090972 -0.21424441154249776 0.092409474181767967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 -4 12 7 -7 -6 -2 11 -11 -3 -1 -14
right_child=1 9 3 -5 5 6 -8 -9 -10 10 -12 -13 13 -15
leaf_value=0.059313626985293903 -0.0057067550087539567 0.048096818868124794 0.99257853943213681 0.10053927246380659 0.027700368378995095 0.037478973564234137 -0.009678416071468807 -0.0032839384114971334 0.049243981722507796 -0.03940022275546818 0.01506936667265853 -0.077021516461724254 0.055572744926232633 -0.088731301010513228
leaf_weight=3.0250418479554346 1234.7493537744049 13.320344896143068 0.64574734121561128 12.424649711560047 333.93393471902527 583.12593236553948 350.06439395330381 2929.6971041605793 66.477505046350416 176.82575975981308 119.10486642771139 107.91562894711751 1.8854719191731408 39.574381341968547
leaf_count=93 31254 643 56 1919 8815 5994 8661 69243 1199 6934 3632 14390 85 381
internal_value=0 -0.00850493 -0.00143246 0.144611 0.0035057 0.00431184 0.019789 -0.000113632 -0.00289941 -0.030787 -0.0174775 -0.0632746 -0.0725478 -0.0821688
internal_weight=0 1731.46 1314.3 13.0704 4241.31 4196.82 933.19 3263.63 1301.23 417.167 295.931 121.236 44.4849 41.4599
internal_count=153299 60027 34428 1975 93272 92713 14655 78058 32453 25599 10566 15033 559 466
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=15
num_cat=0
split_feature=16 95 151 1 171 154 8 118 80 95 106 176 118 19
split_gain=17.8778 37.818 32.4425 70.452 45.9946 39.6049 40.8631 33.6158 32.4239 30.8097 58.0462 28.2053 5.42024 9.96783
threshold=-0.25686267968557042 0.051819098438017692 0.078409542202661706 -0.040666405463189288 0.36704113691132428 0.065705516459975272 -0.25580667204417545 0.27935940394860009 -0.081292929995743848 0.079943373007384119 -0.13254852440083584 -0.10314852586520873 0.92283360373362122 -0.1441574740739969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 5 7 -5 6 -2 -4 -7 10 -3 -11 -1 -14
right_child=2 9 3 4 -6 8 -8 -9 -10 11 -12 -13 13 -15
leaf_value=-0.080107714902975524 -0.056906102240608318 0.25310207782757177 -0.068757902048344796 0.077878811406367807 -0.0062803211019180107 0.17586053619200082 0.0078919707070173473 -0.012729975870081477 -0.022432064309737959 0.052604763885524181 0.0041848658690189413 0.0053256501952128072 0.6060787696180856 -0.0029132684048152019
leaf_weight=49.028538979435325 100.39359929590228 15.486651230574351 283.12491821222648 77.674295066881314 396.06343915899197 8.3439265346787561 3179.877919042352 172.22858002185239 703.75844668956233 147.5716474009696 23.713275549118407 870.4852966023027 0.29056566416693419 3.582707543293508
leaf_count=14876 9071 233 4333 5042 27664 1091 58051 1425 19352 1422 707 9754 32 246
internal_value=0 0.0114001 -0.00264853 -0.019479 0.00751846 0.00126819 0.00590881 -0.0475664 -0.0201086 0.0155287 0.102524 0.012179 -0.0711109 0.0427722
internal_weight=0 1110.16 4921.47 929.091 473.738 3992.37 3280.27 455.353 712.102 1057.26 39.1999 1018.06 52.9018 3.87327
internal_count=153299 27270 126029 38464 32706 87565 67122 5758 20443 12116 940 11176 15154 278
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=15
num_cat=0
split_feature=129 8 149 88 155 39 149 1 157 103 72 131 86 112
split_gain=16.8571 44.6046 35.6449 43.0125 36.8896 32.6547 26.2665 47.9652 42.8668 37.0008 28.0457 44.235 33.4256 20.725
threshold=1.0167848205832104 -0.34668731621295484 0.53660782667018403 0.0014715941610703891 -0.26500325527719382 -0.03295021018448533 -0.40976055529847621 -0.18474197160419789 -0.42555043521209396 0.14310702140928053 0.36670153690501139 0.0054652351604078638 0.70416194547995936 0.054283710053580618
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 7 8 -2 -9 12 -12 -8 -7
right_child=6 2 4 -5 -6 13 10 9 -10 -11 11 -13 -14 -15
leaf_value=-0.014789268213409347 -0.014550619662457376 0.010087897933539983 0.16887660625323547 -0.025786984730689785 0.014082718304697301 -0.084249078365235278 0.012674820693501097 0.025259776446354517 0.075088332989104473 -0.057564682383843671 0.024907659478001495 -0.014739928049688007 -0.020454643768581138 0.1103759462265971
leaf_weight=45.218486001467681 71.813648004987044 465.42874616207337 20.14029789227061 1185.3788795272121 65.351168447385135 5.9750558872328829 2030.6721107467165 125.31787059819908 207.48995654791361 94.695942109741736 336.64544296645909 1714.9525452652888 358.27582352375612 64.906106733775232
leaf_count=1383 656 29028 925 40320 1906 285 51776 2723 1448 1083 4493 15159 1760 354
internal_value=0 -0.0083992 -0.0124118 -0.0156724 0.0505495 0.0516102 0.00278677 0.0245325 0.0520407 -0.0103886 0.000341574 -0.00823418 0.00770632 0.0939697
internal_weight=0 1852.4 1736.3 1650.81 85.4915 116.1 4939.86 499.317 279.304 220.014 4440.55 2051.6 2388.95 70.8812
internal_count=153299 74201 72179 69348 2831 2022 79098 5910 2104 3806 73188 19652 53536 639
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=15
num_cat=0
split_feature=151 101 4 92 74 93 140 10 19 80 163 93 31 89
split_gain=14.7273 18.1297 18.4736 18.2832 15.2622 18.7489 30.828 21.7347 14.682 21.6579 15.9717 9.21296 2.64785 1.30953
threshold=-0.35850188167721248 -0.20896537405511809 0.19539808710334503 -0.073603418101871612 1.0655202448388839 0.33662642151475547 0.11314564954784788 0.81269964763941605 0.17418060909719232 0.33833039691977823 0.33723364949400181 -0.0019088911645792337 0.14657538254213837 -0.036930140389398666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 11 -4 5 7 -7 -2 10 -10 -6 -3 -1 -14
right_child=4 2 3 -5 8 6 -8 -9 9 -11 -12 -13 13 -15
leaf_value=0.10218346865661812 0.00037938964453778105 -0.024138629528143524 0.42050862923589616 0.015716532604606568 0.0047535344948648871 0.02768432127501811 -0.0022446170770410124 -0.034623723153635072 -0.28118423466185521 -0.053010603459131403 -0.092340620101116599 -0.070998204892452635 0.069701567660223743 -0.082883357600264843
leaf_weight=12.100666372105477 9089.2013984637524 84.676712713840971 1.1470853031933064 40.913723019577446 110.27650617226027 665.05489456513897 713.2795301812148 180.9253115800675 4.5703222835436454 46.326710670546163 20.01724204965285 83.164235415948497 1.009598683100194 1.269987110979854
leaf_count=107 124143 2947 9 1060 1245 4704 13638 1890 12 473 504 2523 20 24
internal_value=0 -0.0250645 -0.0325062 0.0267561 0.00082454 0.00131424 0.0121963 -0.000303767 -0.0279546 -0.0734996 -0.0101632 -0.0473573 0.0835589 -0.0153055
internal_weight=0 224.282 209.902 42.0608 10829.7 10648.5 1378.33 9270.13 181.191 50.897 130.294 167.841 14.3803 2.27959
internal_count=153299 6690 6539 1069 146609 144375 18342 126033 2234 485 1749 5470 151 44
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=13
num_cat=0
split_feature=26 61 174 111 155 81 42 140 112 96 50 158
split_gain=18.3026 18.4566 22.7899 18.3704 47.8795 26.9575 13.6541 4.03359 2.35861 0.674279 0.526235 0.0485927
threshold=3.1643204104504652 3.0571604158343355 6.2253803800357499 0.27972449403380023 -0.12054568619828261 0.21676044671749981 2.2848815478988276 -0.39703328092411377 -0.28499388838108652 0.13350233008579862 0.7223170002364675 0.19852924169253569
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -5 -1 -3 -2 -4 10 -9 -11
right_child=7 2 8 4 -6 -7 -8 9 -10 11 -12 -13
leaf_value=-0.0015755743845121202 0.052254713452877181 0.11048933812357012 0.061465314840675994 0.00054573462487058201 -0.054564875646262681 0.013968254612248541 0.45233599649295098 -0.10212735127050779 -0.10067670849474993 -0.084290568942704425 -0.16558702491630012 -0.096895981293949954
leaf_weight=5186.8234763406945 1.9794765939004744 2.1701657140656589 1.4905203059315684 587.04509667874026 215.52040547417801 1421.5297088213192 2.531275611021556 3.3165972856659236 2.2536099749850109 14.044556437271241 2.1562933325767517 3.9093836817191905
leaf_count=94388 19 79 6 6592 35527 15448 16 152 39 985 5 43
internal_value=0 0.000201377 0.147947 3.30039e-05 -0.0142536 0.00176807 0.294541 -0.0848199 -0.0361287 -0.0964021 -0.12713 -0.0870353
internal_weight=0 7419.36 8.44557 7410.92 802.566 6608.35 4.70144 25.4063 3.74413 23.4268 5.47289 17.9539
internal_count=153299 152095 140 151955 42119 109836 95 1204 45 1185 157 1028
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=15
num_cat=0
split_feature=92 115 68 131 43 19 13 157 173 28 91 19 49 106
split_gain=17.8026 25.105 37.121 24.5421 22.7637 21.8195 17.6006 36.5959 16.5021 14.425 12.663 11.3419 5.85356 14.0585
threshold=1.6083619758441832 0.1646494431531568 0.47314634948446843 0.032516654237337794 11.317249212728557 -0.36409656248927352 -0.2362568437508282 -0.17753349333197813 -0.014284868329019125 0.77881392385587589 0.034889545533243076 0.32051349946343682 0.23632543188568436 -0.049800561556931029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 -1 -4 8 -8 -3 10 -5 -11 13 -2
right_child=3 6 5 9 -6 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.0013809154647812295 -0.069693721678822748 0.034980889102383485 -0.099363663247607995 0.10441364916701884 0.037117987445087257 0.057764653673924374 0.036960073401197245 -0.032910360434448178 -0.053915132393612675 0.060825757950685483 0.34778988465183136 -0.039551523730621291 -0.083840794827976739 0.094968258690715623
leaf_weight=4962.5112781673961 12.657807250740005 23.50797984842211 9.3852035709423927 8.3306691675097664 158.48892300155421 151.47546562091156 119.81809291461832 200.24124958128232 186.94903160358081 80.737381848070072 2.8758798308554097 13.080574061488731 14.901774613943415 8.7827495208766795
leaf_count=101026 698 478 123 59 4326 1636 2675 36248 3797 1367 32 165 527 142
internal_value=0 -0.000786463 0.00129639 0.0351294 -0.00018942 0.0485972 -0.0215235 -0.00675352 -0.0439855 0.0596394 0.16687 0.0468306 -0.0357012 -0.00224282
internal_weight=0 5812.38 5281.86 141.367 5121 160.861 530.516 320.059 210.457 105.025 11.2065 93.818 36.3423 21.4406
internal_count=153299 150309 107111 2990 105352 1759 43198 38923 4275 1623 91 1532 1367 840
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=15
num_cat=0
split_feature=115 53 53 158 169 24 95 157 169 160 151 100 127 134
split_gain=15.8167 20.2844 37.1654 30.2624 16.5975 46.084 54.1708 19.5994 51.4706 42.919 10.7784 9.63368 8.52361 5.73033
threshold=-0.14069667123904386 -0.084019483577131612 -0.11233708861637394 0.09834646595131101 -0.14367976392420631 0.38368265683185726 0.095015285125603768 -0.14204057818581389 0.68188226365469895 0.021073146673813426 -0.3445706788749795 0.74236687759998043 0.40651621918378905 0.25138899319831437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -4 5 6 -2 8 -6 -9 -3 -7 -1 -12
right_child=4 10 3 -5 7 11 -8 9 -10 -11 13 -13 -14 -15
leaf_value=-0.093491616043516801 -0.057459721271256481 0.016566456191256917 0.066659852021449403 0.50893430283304364 -0.01076780941236794 -0.12938909861369516 0.10057153709999977 0.024362242068384457 0.023959091395805682 -0.0031897518331015745 -0.094962777895266262 0.024966340566791055 -0.0010178103437747971 0.015824286897566656
leaf_weight=24.415212390305442 29.006540582807247 12.271304969416631 27.920386969412906 1.6378593657609588 2735.1129169837373 17.784243206842806 86.005592515750322 869.93748483856643 505.71752391244809 1614.982532564929 57.374779671079978 5.2332436387659973 16.844068243539368 5.0823280050535677
leaf_count=4081 5020 1331 2595 512 35676 84 454 28898 3564 57125 13297 56 456 150
internal_value=0 -0.0327717 0.00557729 0.0911668 0.000600324 0.0348662 0.0607154 -0.000225719 -0.00534883 0.00645584 -0.0691136 -0.0942949 -0.0557393 -0.0859477
internal_weight=0 145.546 70.8175 29.5582 5863.78 138.03 115.012 5725.75 3240.83 2484.92 74.7284 23.0175 41.2593 62.4571
internal_count=153299 22422 7644 3107 130877 5614 5474 125263 39240 86023 14778 140 4537 13447
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=15
num_cat=0
split_feature=63 87 21 151 115 130 7 50 61 23 94 17 151 39
split_gain=17.2011 18.7562 38.6836 30.8071 36.8248 30.7628 28.8012 25.2751 12.5943 38.9731 56.8823 11.9074 9.44356 10.3905
threshold=0.012549664429508472 0.020116776932004508 0.058637780118206521 -0.20311562845690903 0.57295830635153489 0.78311061106927837 0.26806458437624398 3.7067946857720231 -0.014799562444663617 -0.023513062979325181 0.0050389697138501291 -0.24067327081625098 0.94171971081514083 0.65834986808284179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 6 -5 -3 -2 -4 9 11 -11 -1 13 -10
right_child=1 2 7 4 -6 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.039732054712196915 -0.04571900054212736 -0.038607337669999992 -0.00040506137171514588 0.018599748927133758 -0.089857085873148099 0.050123296341894663 0.033977357967061743 0.08711192583717943 -0.08086003396578105 0.084565943437556024 0.77255421055173956 -0.072060025372761391 0.11832496342971044 0.018081987101811896
leaf_weight=13.784263957757501 165.42539949244383 414.68123451648717 4605.5620161084516 1282.7781809853477 32.089076593481877 43.137785417493433 62.468969727502554 33.237721850542584 68.982110337761696 8.5236617151240335 1.3989976175216714 30.855892740601121 2.8894035590055855 12.54393867505132
leaf_count=1222 8822 9439 72015 41854 3707 171 2997 402 4091 760 65 7344 100 310
internal_value=0 0.000409331 -0.00251493 0.0100698 0.0159529 -0.0302467 -0.0238731 0.000222011 -0.0351377 0.00230585 0.181566 -0.0375402 -0.0593397 -0.0656364
internal_weight=0 6639.38 5096.62 1542.76 1314.87 457.819 227.894 4638.8 138.978 54.5628 9.92266 44.6402 84.4155 81.526
internal_count=153299 139407 82027 57380 45561 9610 11819 72417 13892 9391 825 8566 4501 4401
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=12
num_cat=0
split_feature=118 9 121 13 118 20 56 139 63 63 119
split_gain=14.1871 14.1608 32.5559 36.7583 24.8359 29.0057 25.1324 23.7358 1.64913 0.613255 0.608252
threshold=11.6658839257371 -0.19025335853415601 -0.12371690643106543 -0.13287090436497101 0.086740943638159554 0.25701080434186924 -0.037832117707838724 0.20940431558874578 0.012121788926870209 0.012960959447697687 0.13844976229301267
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 -4 -2 -10 -11
right_child=8 2 7 -5 6 -7 -8 -9 9 10 -12
leaf_value=-0.013297608919481521 0.091525369176532173 0.0041595854143989591 0.0027557453301239147 -0.041581663077466822 0.055424178352967958 0.051969931909021286 0.0078540366793242427 -0.012857211741219218 -0.18630951946542051 -0.023337391571364913 -0.089834888968453
leaf_weight=431.49405921131984 0.52639972418546932 315.9618770696834 8248.2458830768301 395.72416336537572 201.61916298983851 80.849197077535791 247.27157043839179 1104.0526522467262 0.6125366091728236 1.4914611144922698 17.697662812279304
leaf_count=15713 4 8131 91500 6193 4066 1843 6892 18359 1 58 539
internal_value=0 0.000451236 -0.000656358 -0.0212743 0.0120476 -0.00299821 0.0292202 0.000912613 -0.0831667 -0.0878106 -0.0846664
internal_weight=0 11025.2 10064 711.686 961.234 512.343 448.891 9352.3 20.3281 19.8017 19.1891
internal_count=153299 152697 124183 14324 28514 17556 10958 109859 602 598 597
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=15
num_cat=0
split_feature=106 35 128 38 157 157 97 138 97 104 107 155 31 47
split_gain=18.5812 36.1886 30.9472 27.7783 23.2097 39.796 29.3826 21.6878 26.2667 45.4141 20.8744 19.951 26.3801 17.9536
threshold=0.61752990466075997 0.78339417056871408 -0.5386452970734904 0.65078553218119584 -0.35407516735582922 -0.51492882445255639 0.69363763850047477 0.13385134780890867 -0.01218302813311135 -0.11962196926795567 1.2206667345492201 0.070676074404792691 0.081680688971331253 3.457383319127223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 11 9 -9 -10 -2 -13 -4
right_child=7 2 13 -5 6 -7 -8 8 10 -11 -12 12 -14 -15
leaf_value=0.029739949741445917 0.034761411103142452 -0.26767832156431748 -0.017233234102764131 -0.058107213318053408 -0.00090759174173588432 -0.083848621189123798 0.030065770698223127 0.017093429541457091 0.026040866622795242 -0.10441700652815572 -0.043403347809082199 0.094666621056504863 -0.1801638494649378 -0.10232888594227228
leaf_weight=49.079547824238034 394.47454817703692 10.188166179461406 259.98413236721899 16.67892994126305 5826.4436898636814 83.014000686745931 323.26918697162364 64.672069443222426 250.6102841577831 58.655085037769823 52.32247840952914 5.4344432886573477 9.7742404555901867 27.407114316849402
leaf_count=4186 8963 89 2101 174 110346 16693 5998 843 2263 625 400 26 52 540
internal_value=0 -0.00182698 -0.0349433 -0.137578 -0.000170282 -0.0416446 0.000720571 0.0139986 -0.00179229 -0.0406976 0.0140465 0.0304284 -0.08196 -0.0253484
internal_weight=0 6596.06 314.258 26.8671 6281.81 132.094 6149.71 835.943 426.26 123.327 302.933 409.683 15.2087 287.391
internal_count=153299 140127 2904 263 137223 20879 116344 13172 4131 1468 2663 9041 78 2641
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=15
num_cat=0
split_feature=16 148 60 58 119 23 44 64 142 26 58 139 166 176
split_gain=17.5866 26.1265 22.0192 30.8164 29.2473 21.4265 24.8216 23.6204 18.1506 32.6596 24.8941 16.953 15.8016 14.948
threshold=0.39396225837395332 0.57637500002478137 0.073286402227151951 0.20145789808643552 -0.11057517083339351 -0.012459899021504139 0.061385882585953434 0.08238477132857816 0.021807848922693218 -0.01883679948814623 0.22541460591284698 0.35588646944619123 -0.36228892575610244 -0.059347442941046595
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 12 11 -8 9 -3 -10 -7 -2 -14
right_child=5 8 4 -5 -6 6 7 -9 10 -11 -12 -13 13 -15
leaf_value=0.016851964010499328 0.055790590459056225 -0.103927225868988 -0.019444149516669132 -0.026816265257647406 0.00095609938454526994 0.073442793123666084 -0.062599548520108655 0.028500305566009011 -0.10213567878276426 0.031776023360300547 -0.0095742799651338684 -0.0011861455278469404 -0.079648351043482571 0.011937919981294438
leaf_weight=1189.4967454613779 20.739089713912108 23.808619668940082 914.56608741638229 187.01023221588912 3034.7277381357962 139.89621600330429 41.340390918023331 91.355619662157551 66.738291423374903 69.521006342380133 51.460705089717521 38.904033199709374 44.467503657084308 29.738339473809901
leaf_count=31820 1693 468 24228 8223 65181 3066 2340 2148 1006 1213 1928 382 1423 8180
internal_value=0 -0.00134096 2.79736e-05 0.0109193 -0.00376813 0.0202103 0.0328864 0.000118868 -0.0358076 -0.00284221 -0.0618369 0.0572047 -0.0213777 -0.0429447
internal_weight=0 5537.33 5325.8 1376.51 3949.29 406.441 311.496 132.696 211.529 93.3296 118.199 178.8 94.9449 74.2058
internal_count=153299 134067 129452 40043 89409 19232 7936 4488 4615 1681 2934 3448 11296 9603
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=15
num_cat=0
split_feature=28 118 1 121 80 1 101 65 21 151 104 82 75 2
split_gain=16.0245 15.4365 22.6963 40.836 25.6708 20.0467 18.5081 5.38504 1.27334 1.64558 0.453298 1.44223 0.0263313 0.000940525
threshold=-0.05110053461908793 1.091361146532589 0.026262064991860755 0.074472167388331331 -0.048822714578226671 0.32039869886139899 0.97789938996570169 1.1929664877064965 0.17333931486943599 -0.1973964729060009 -0.32299646141127419 0.084127878015313864 0.0161080256053063 0.88300408389717744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 10 -10 11 -1 -12 -11
right_child=1 5 3 -5 -6 7 -8 -9 9 13 12 -13 -14 -15
leaf_value=-0.081789154000297237 0.054411099362869343 0.035253497924934013 0.047983798174576264 0.0013767862979008059 -0.0053974434627326127 -0.079271851066357729 -0.022860878048991781 0.05733974686492832 0.054649333351266795 -0.083358396474755792 -0.08082068697816526 0.11238880855772673 -0.094121330603875675 -0.090036703202573898
leaf_weight=1.5050858617250988 72.957445246842326 310.60200831542534 241.17137745849868 852.56633044980481 4390.5446274233727 24.430187402482265 66.542171822162345 3.2718948982655993 1.739304633199936 1.4214120016367804 24.698439354595397 0.51283639669418324 1.5838740540439165 0.24761782586574543
leaf_count=1023 1767 2633 20101 26343 67894 150 499 32 35 274 32305 1 241 1
internal_value=0 0.000117019 -0.00125636 0.0116537 -0.00441985 0.0189691 0.025 -0.0631366 -0.071161 -0.013417 -0.0781154 -0.0324406 -0.0816222 -0.0843492
internal_weight=0 5962.09 5557.24 1093.74 4463.5 404.846 377.144 27.7021 31.7086 3.40833 28.3002 2.01792 26.2823 1.66903
internal_count=153299 119419 116105 46444 69661 3314 3132 182 33880 310 33570 1024 32546 275
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=13
num_cat=0
split_feature=152 151 16 98 29 151 95 139 119 21 45 118
split_gain=16.7495 24.6996 23.0274 64.2815 46.2499 28.0389 26.1563 38.6998 36.3474 21.4854 25.135 21.782
threshold=-0.31953280180697946 0.15168438024236558 0.27768568621767503 0.37612732518707126 0.088873110398135224 -0.43904339352805738 0.24900471774145036 1.0604910985957965 0.14219096198283562 0.087591839844461936 0.026850120662086165 -0.11918535789942432
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 5 -5 -4 7 -2 -8 10 -1 -11
right_child=2 -3 3 4 -6 -7 8 -9 -10 11 -12 -13
leaf_value=0.011567019390651181 0.0043186148597618235 0.37692062046337943 0.11896193160467149 0.33308737150089768 0.01608186865225765 -0.055802621804056887 -0.022528340869895504 0.17454620185189454 0.003977969520232735 0.080501007991643739 -0.071789882918736392 0.017424852794360443
leaf_weight=130.68564427865931 3700.1582045305913 1.9024160378612567 9.4703594613092701 4.7237265930161803 179.07687791273929 299.66345409100541 1020.8651457062369 13.403535906225441 1048.8691088023188 71.020998629188398 50.01921891530219 238.93692886340432
leaf_count=3878 96403 21 166 30 1347 24251 13287 29 9274 650 1515 2448
internal_value=0 0.0172942 -0.00185605 -0.0226036 0.024229 -0.0504487 -8.76549e-05 0.00493303 -0.00909587 0.0158999 -0.0115062 0.0318776
internal_weight=0 492.565 6276.23 492.934 183.801 309.134 5783.3 3713.56 2069.73 490.663 180.705 309.958
internal_count=153299 8512 144787 25794 1377 24417 118993 96432 22561 8491 5393 3098
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=14
num_cat=0
split_feature=157 76 151 76 154 170 155 9 172 45 156 49 126
split_gain=14.2911 13.9172 23.9903 14.9074 47.4035 24.336 12.2774 2.9164 14.7014 6.57378 0.00377352 0.00132124 0.00093519
threshold=-0.50516148053040066 -0.41785117183306786 0.94171971081514083 -0.14938190511384672 -0.236692128990207 0.037688658518383177 -0.4247141091778695 -0.30013372648062336 2.4970327770236662 -0.083447569971095939 2.1426069122166336 -0.074094932890526863 0.96578830013223949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -3 -5 -2 8 9 -1 12 -12 -9
right_child=1 3 -4 5 -6 -7 -8 10 -10 -11 11 -13 -14
leaf_value=-0.080517338082048626 0.069748857724093352 -0.011810142753888865 0.15526309343022318 0.0045749177959071002 0.022915983100761064 -0.0056791868562972364 -0.068075248464398261 -0.080963695443937389 1.5419134953961384 0.22551397941456475 -0.08899367322819017 -0.083768398747721712 -0.082906975118858903
leaf_weight=3.2541275698167738 7.126163318171165 638.1001568211941 5.8247496783733359 4496.7623818367829 1023.7932351598865 4769.1587345644439 69.487044606357813 20.596090717546765 0.061589253949932643 0.89495407122012949 0.74413377698510919 1.383765527862123 2.8149092106250455
leaf_count=1228 224 8043 26 83377 7584 48215 958 3347 7 59 5 47 179
internal_value=0 0.000552541 -0.0403811 0.000861339 0.00958255 -0.000702858 -0.0552556 -0.0688505 0.00825908 -0.0145066 -0.0815638 -0.0855957 -0.0811974
internal_weight=0 11010.3 82.438 10927.8 1661.89 9265.92 76.6132 29.7496 4.21067 4.14908 25.5389 2.1279 23.411
internal_count=153299 148427 1208 147219 15627 131592 1182 4872 1294 1287 3578 52 3526
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=15
num_cat=0
split_feature=115 82 143 76 132 73 59 63 44 82 70 142 119 131
split_gain=17.5667 26.7916 66.5694 65.0637 51.3484 50.5102 30.6733 27.9987 25.5665 29.6886 23.7531 22.5817 21.0633 24.5028
threshold=0.023756575526680142 -0.013321369668495349 0.082066942465178566 -0.044593138297729422 0.12493258188216999 0.26618353702263997 0.29412829353378195 0.0077024414652374432 0.12794464414386295 -0.033536635593347471 -0.17139641304640568 -0.0048531886901529266 0.53630215235696566 0.8811242677691381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 6 -4 -3 -2 -5 12 10 -10 -11 13 -1
right_child=1 2 4 7 -6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.051437853633871572 0.0071212049137316814 -0.038739083955797754 0.017092191458151159 -0.10132797862267878 -0.01016304225876417 0.0042051006399480041 -0.019075620772138219 0.038832321626682355 0.055101223710032711 0.12112629082604165 -0.073433767099282621 0.012728837210359648 0.051700516525115897 0.59064066825299866
leaf_weight=221.94437534809276 1772.7951532811348 786.16244388616178 1479.1840552069843 14.568696641363202 1297.636874652504 420.31807633299468 597.62613438052358 656.41591872864592 20.222031089477241 30.194919017321808 49.743477185118536 52.867669547065816 22.553368908653283 0.59594114777064433
leaf_count=73707 12117 8060 11147 88 12638 10039 9189 5819 120 448 781 1736 6834 576
internal_value=0 0.00123067 -0.00416568 0.00829823 0.00435554 -0.023778 0.000516511 0.0357891 -0.0203621 0.0117086 -0.0362835 0.0521335 -0.0403859 -0.0497184
internal_weight=0 7024.71 3983.3 3041.41 2776.82 1206.48 2370.42 670.985 398.122 153.028 69.9655 83.0626 245.094 222.54
internal_count=153299 69097 41884 27213 23785 18099 21306 5907 84202 3085 901 2184 81117 74283
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=15
num_cat=0
split_feature=19 68 146 166 128 173 155 52 178 45 94 103 105 2
split_gain=16.7065 20.807 26.947 33.3653 23.4854 19.3212 18.2817 16.718 17.3215 15.0379 14.991 7.53411 2.77604 2.58008
threshold=-0.34635697164896467 0.51444902437658302 0.90434879699251447 -0.03064983839666802 -0.36741601261705154 -0.0090985577872781075 -0.22916387352820092 -0.10766108810016893 -0.19650303374962946 -0.012448618405738293 0.0049835266490818597 -0.19814777908706313 1.9526831646434413 0.35339346235176183
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 9 -4 -6 11 13 -3 -10 -1 -13 -9
right_child=1 4 5 -5 6 -7 -8 8 10 -11 -12 12 -14 -15
leaf_value=-0.16957258518674256 0.0018874621767381633 1.4384068319443535 0.51209672283564456 -0.022475028245520844 -0.019999691318940086 0.082486196232868791 0.044800110938523437 0.085113097731886356 -0.15422603476843677 -0.075106988447655176 -0.039433332787500934 0.30397477404430839 0.099890868875608496 -0.1311498983332243
leaf_weight=1.0293049891479302 4779.4855837994983 0.065832488326125538 1.0919578376633605 637.08157299154482 52.952654415010329 25.342778925041785 244.87871683193953 11.59032004800974 12.466648838375475 23.296564159303671 130.07806294652073 0.71835702657699485 9.2350984596123435 0.57922461628913957
leaf_count=18 63969 26 53 64000 4404 1204 4850 421 1665 5081 7357 3 246 2
internal_value=0 0.000973042 -0.000486443 -0.000977986 0.0257057 0.100232 0.0332791 -0.0312332 -0.0396962 -0.0708421 -0.0494729 0.0879854 0.11462 0.0748198
internal_weight=0 5764.2 5443 5416.57 321.194 26.4347 297.831 165.697 154.714 23.3624 142.545 10.9828 9.95346 12.1695
internal_count=153299 143587 129226 127969 14361 1257 9254 9712 9445 5107 9022 267 249 423
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=15
num_cat=0
split_feature=10 89 34 25 77 95 110 107 62 107 49 94 159 89
split_gain=16.6827 73.8714 40.5671 34.7224 25.7947 43.2165 50.356 41.178 38.2874 38.0401 28.1108 22.0158 4.26624 16.8675
threshold=-0.34365442541868901 0.087630236284326715 -0.076949417773532716 0.21085814453563337 0.29952173949877492 0.36371485665560804 0.16650460057723387 -0.18615231157507517 0.011927279216742045 -0.060410479335158883 -0.07709385675826029 0.084720297497686739 0.055264347953791294 0.083926355361269009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 11 -4 7 6 -6 8 -2 -7 -9 -3 13 -1
right_child=4 2 3 -5 5 9 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.080568922925498568 -0.050107783150443778 -0.087953099099989288 0.084217917466313283 -0.013740122018544016 0.03573861060036939 0.0071514845734222 -0.044509136238200964 -0.045081739395921833 0.046085077660384277 -0.037204774277990765 0.0016072574226796373 0.042373105924935629 -0.081507434730284295 0.98400971162933892
leaf_weight=0.73338004324341355 47.163040849728077 31.309696119980799 169.71553093265538 45.990704748619464 91.735322663675106 1091.0109650963277 529.8248145155394 134.38029987623986 337.34032640554869 234.98780361295212 3195.2471234204431 22.119067294755951 59.662731271781922 0.18672579526901245
leaf_count=1166 2439 563 1435 211 2772 10512 5346 19087 2990 1425 91704 168 13480 1
internal_value=0 0.0215528 0.04401 0.0633323 -0.00158668 -0.0109079 -0.0326655 0.00330107 0.0342861 -0.000709141 -0.000277062 -0.0339991 -0.078212 0.135476
internal_weight=0 329.718 269.135 215.706 5661.69 1947.56 621.56 3714.13 384.503 1326 3329.63 53.4288 60.5828 0.920106
internal_count=153299 17024 2377 1646 136275 20055 8118 116220 5429 11937 110791 731 14647 1167
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=14
num_cat=0
split_feature=158 106 58 79 31 67 155 142 125 31 112 151 0
split_gain=18.5237 56.4476 72.6599 42.6516 35.4398 23.5295 18.7257 18.4764 38.032 37.2009 5.95897 1.09923 0.000386331
threshold=0.33532545119277019 -0.33459986145903725 -0.018475679389877143 -0.018614267816039847 0.04349585913266809 -0.098656227224033652 0.77642353600732561 0.28775010764251796 -0.30090835164816904 0.052778311898297202 1.0933534386842585 -0.38435946062187104 3.9198841637067496
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 12 5 -5 -3 7 8 -1 -9 11 -8 -2
right_child=1 3 -4 4 -6 -7 10 9 -10 -11 -12 -13 -14
leaf_value=0.069778506487439093 -0.087124091930743788 0.088833867709213685 1.5645451936842498 -0.0012153586308788866 0.12171851912223902 -0.053564944118166979 0.078483462827176387 0.050102243193646478 0.00017510564788379265 -0.021855088808922167 0.071737478661160217 -0.094388381079095668 -0.081623158742591961
leaf_weight=79.61202669783961 0.21921435743570328 14.171552384745153 0.54497889429330715 39.657971107822959 57.379617365259037 64.04107805156309 0.37274499796331539 79.544693338044453 5636.9655101980388 742.33257003152903 2.4091961856465778 27.862256081891246 0.30571808200329542
leaf_count=4012 2 830 3 4370 2080 24996 6 692 97001 17415 21 1828 43
internal_value=0 0.0316079 0.755756 0.027187 0.0714771 -0.0277633 -0.00123668 -0.00087117 0.00114444 -0.0148908 -0.0792251 -0.0921062 -0.0839204
internal_weight=0 176.32 1.06991 175.25 97.0376 78.2126 6569.1 6538.45 5716.58 821.877 30.6442 28.235 0.524932
internal_count=153299 32324 48 32276 6450 25826 120975 119120 101013 18107 1855 1834 45
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=15
num_cat=0
split_feature=16 168 94 139 132 139 65 53 73 75 88 100 26 111
split_gain=13.8226 14.0906 23.2292 34.8043 19.8871 29.4688 25.77 11.6444 9.56343 8.86338 9.1486 2.5021 2.24112 0.851359
threshold=-0.59460613015853614 22.799455532045524 0.072030250605813931 0.021237633312178716 0.096597201705177008 0.14977941161919289 1.0462610119909475 1.2162170017829188 -0.24836701142636056 0.00033277309851032064 0.0086702153702319894 -0.036075560111978912 -0.020439539037017205 0.046699797727858261
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 6 -6 -2 -4 12 11 -11 -10 13 -1
right_child=1 2 7 -5 5 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.1236515084517625 -0.0046907734813722117 -0.0072203550605511721 0.010199638711904215 -0.055202537799951601 0.0099786078434443773 -0.0070881029918786675 0.043078521315295853 0.10053680347006438 0.099941273940042319 0.060020103407248983 -0.05093178474003144 0.2208831300324938 -0.24253856214568295 0.001449239004573627
leaf_weight=1.1399708390235908 4562.9265948197426 607.80645835673204 235.88297268578026 201.21916560464888 3833.4552584594858 1374.4785654846637 115.79784091030888 15.187376124144064 3.3039133559213951 45.382723741960945 8.8869303222891158 3.5471573066897681 1.0368540585041035 1.0405330775538457
leaf_count=2 65934 8697 3068 1724 44562 26448 777 271 26 894 819 17 2 58
internal_value=0 4.85322e-05 -0.010908 -0.0191544 0.00122335 0.00547436 -0.00350849 0.0156642 0.0465358 0.0553814 0.0418512 0.162559 -0.121506 -0.0639536
internal_weight=0 10946.8 1060.1 809.026 9886.66 5207.93 4678.72 251.07 64.3381 61.1207 54.2697 6.85107 3.21736 2.1805
internal_count=153299 151481 13760 10421 137721 71010 66711 3339 1818 1756 1713 43 62 60
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=15
num_cat=0
split_feature=129 67 124 79 73 130 28 65 108 140 108 31 51 155
split_gain=18.4589 22.9017 22.0761 24.9821 32.107 31.607 19.4695 21.6827 12.6273 11.3697 10.7183 1.50355 0.408175 0.2606
threshold=1.0245242269258381 0.0040207251855208003 0.3860658054259189 0.29677605637452226 0.24595169736049979 0.10193220889900347 -0.16334444261522799 0.0091895441161844761 2.233304909507615 -0.27711946898733281 1.646188002660377 0.09989844836433627 440.12663921169809 -0.13981701734401128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 5 -5 -1 -3 -8 10 -10 -4 13 -13 -2
right_child=1 6 8 4 -6 -7 7 -9 9 -11 -12 12 -14 -15
leaf_value=0.0019039338987923817 -0.1397307419901159 -0.22740430620820998 0.018515950742671216 -0.060193544991383165 0.026970211910162856 -0.015259888681908921 0.076073729305523141 -0.037600815618665517 0.10125570413876601 -0.10345682526298057 -0.066073780758690762 -0.12749866704077423 -0.22061610209065288 -0.085702267254855607
leaf_weight=5221.7106986261688 1.2877017679493281 2.489410006441175 17.751223073422807 45.902087795271655 532.5781889437385 1350.3391580937214 91.96321664347488 20.524839918998623 10.363176986575125 3.6752231301652492 95.924642866430986 0.61492079669096744 2.0077312886714935 2.9107064859563252
leaf_count=90502 26 27 2430 3935 7961 31526 880 272 32 234 13891 105 7 1471
internal_value=0 0.0386491 -0.000605066 0.00013097 0.0200538 -0.00162266 0.0492108 0.0553324 -0.0418146 0.0476624 -0.0528645 -0.139381 -0.198783 -0.102273
internal_weight=0 121.799 7278.24 7150.53 578.48 6572.05 114.977 112.488 127.714 14.0384 113.676 6.82106 2.62265 4.19841
internal_count=153299 2788 150511 133924 11896 122028 1179 1152 16587 266 16321 1609 112 1497
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=15
num_cat=0
split_feature=148 170 24 11 106 107 148 13 142 170 104 127 56 19
split_gain=17.4465 24.0476 25.4659 38.9336 37.7407 20.0236 27.2383 18.1254 18.6009 21.9159 17.7111 13.4705 12.6079 12.5677
threshold=-0.30761572444379243 1.0856822887514812 0.091243573638227951 -0.32854070035784155 -0.11446127814951539 0.59761566759895135 0.55363436542442657 -0.49246437853067621 0.74348658901251141 0.46038365112622087 0.95489588937733194 0.32121947068495743 -0.14145909560223993 -0.078743625579820883
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 6 -3 10 9 -9 12 -7 -1 -10
right_child=1 5 3 -5 -6 11 -8 8 13 -11 -12 -13 -14 -15
leaf_value=-0.2264133940466207 0.024576247478238361 0.079027544253661944 -0.041792091140168963 -0.0018643686944431915 -0.00019527303520038887 -0.089030937318114678 -0.025044460190226464 -0.016768354803013846 -0.0077874996694911412 0.038990271248094371 -0.082415170003050181 0.0572076814970255 0.11379737603367374 -0.087359796362038375
leaf_weight=1.1401895647868538 855.46968074082542 108.16821088964934 289.46064771950478 1562.4586580952237 2188.3817176714329 18.085929841552574 32.766484683292219 652.6755109883743 30.499339665431762 79.026539025493548 6.8549928101419928 9.6647959949914348 24.403169568104204 56.838457066696719
leaf_count=15 14077 1470 1876 33853 81284 761 586 13754 1548 2157 293 64 421 1140
internal_value=0 0.00242022 0.00114114 -0.00810519 0.00676672 0.0395431 0.0548314 -0.0130509 -0.0159528 -0.0107462 0.0603088 -0.0381001 0.0986112 -0.0595723
internal_weight=0 5064.46 4895.77 1851.92 3043.85 168.685 140.935 851.438 819.04 731.702 32.3984 27.7507 25.5434 87.3378
internal_count=153299 133971 131090 35729 95361 2881 2056 19328 18599 15911 729 825 436 2688
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=12
num_cat=0
split_feature=103 70 7 72 117 63 162 118 19 118 132
split_gain=15.4597 18.4158 18.2549 16.8987 22.6766 17.9887 36.5923 25.0001 17.0444 16.3944 15.5414
threshold=1.8183663498983231 1.2549149011147473 0.081844890393641054 0.85155169431377276 12.807617824414804 0.49186704541670423 1.3619114695427565 -0.016741102093442411 0.3025706833312673 0.56707694429931366 0.10323716651647248
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 10 7 -7 -1 -6 -4 -5
right_child=1 2 9 4 8 6 -8 -9 -10 -11 -12
leaf_value=-0.012565733057838431 -0.11472898831924105 -0.13064988571244068 0.090509405066993592 -0.061658861163332225 -0.091056259169614781 0.050248058821067691 -0.02594104969720817 0.0039047818577650304 0.059051361678278819 -0.0077176758936943705 -0.0054848584364283644
leaf_weight=1246.1935195034475 7.1838908577337852 5.1720806807279578 60.474210486980155 53.087002216248948 56.635167937798542 193.2691970677115 93.5518775715027 3537.7550838124534 8.7305140439420921 23.631191646680236 681.69523366323847
leaf_count=67153 30 11 396 228 309 5919 922 74055 50 165 4061
internal_value=0 0.0393025 0.051697 -0.00105849 -0.0145645 0.0010727 0.0253976 -0.000385701 -0.0710073 0.0629104 -0.00954335
internal_weight=0 96.4614 89.2775 5870.92 800.148 5070.77 286.821 4783.95 65.3657 84.1054 734.782
internal_count=153299 602 572 152697 4648 148049 6841 141208 359 561 4289
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=15
num_cat=0
split_feature=96 178 83 74 112 103 169 74 44 169 110 134 9 113
split_gain=16.9729 39.3414 44.3976 59.1177 40.4156 39.6895 32.0336 29.751 50.8585 56.8802 29.3387 24.4733 44.8102 26.255
threshold=0.0041214228160997794 -0.026447133870046432 -0.045687236833376228 -0.13590117728015258 0.90024467010520803 -0.11427007365008084 0.2556801520852322 0.10764311535889612 -0.046398563643482049 -0.021767574364120367 0.21270655949316417 -0.060921156583487852 -0.16609438049826139 0.27918572424940064
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 -3 8 10 -10 -2 12 -9 -13
right_child=7 4 5 -5 -6 -7 -8 11 9 -11 -12 13 -14 -15
leaf_value=-0.012645488593733016 -0.033101968517330931 -0.066895950657877623 0.1383163329537129 0.06433298063654963 0.66295925009817358 -0.036318973651242994 0.014412221021949737 -0.017931733101248105 0.07371354954622493 0.010410667568009815 0.022671894015110442 -0.012169806781647426 0.087233586701620847 0.0032369438208315893
leaf_weight=224.63070065395004 231.87156044163567 202.52539502583022 13.608371735557737 179.47549256024286 0.80324730236316 297.98019506447235 63.693703971533978 78.166311896347906 239.00159090688976 349.52755207865266 158.9806862497644 1844.7871662764519 84.117959299765062 2762.2847256272507
leaf_count=11729 4846 31433 297 8002 21 20631 11648 934 3210 12390 2130 23770 1701 20557
internal_value=0 -0.012549 -0.000327579 0.0215429 -0.0453057 -0.0286919 -0.0474427 0.00167208 0.0175473 0.036118 -0.0104157 -0.00158786 0.0365794 -0.00293231
internal_weight=0 982.717 715.695 404.106 267.022 311.589 266.219 5748.74 979.381 588.529 390.852 4769.36 162.284 4607.07
internal_count=153299 83761 40659 19731 43102 20928 43081 69538 22576 15600 6976 46962 2635 44327
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=15
num_cat=0
split_feature=19 108 96 76 91 106 118 77 104 106 79 82 50 163
split_gain=14.5069 28.3387 17.4972 25.8519 50.9089 30.9582 24.4498 27.6574 24.0436 17.2712 27.541 14.357 20.2769 16.8143
threshold=0.49098461060074133 1.3215899997813165 -0.0061673834901025812 -0.14938190511384672 0.0062732965709123151 0.5635318111923181 -0.2346548433264127 -0.25638086410877653 -0.049649880246758253 -0.173548250261887 0.29677605637452226 -0.16366797680964737 1.0122545991663923 -0.11368423480180993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 6 4 -4 -5 7 -1 -8 -3 -11 13 -13 -2
right_child=1 9 3 5 -6 -7 8 -9 -10 10 -12 12 -14 -15
leaf_value=0.06117087008349005 0.2528822381363981 0.053691799780906796 0.083824903570197673 0.0015081578416136906 0.009348470019346326 -0.039018459158477355 0.0016737020055090394 -0.053000841043725704 -0.016804858404991775 0.012897759627061738 -0.050226614841526275 0.083632332421029396 0.34725729728591137 -0.030188796494080457
leaf_weight=24.01306564360857 2.3621740043163326 67.606282350549009 106.59414993645623 6032.9475415235138 660.48076982120983 194.57220448669977 2213.9698752897748 182.25271070605231 1032.5470321387402 315.88801575754769 88.475657843606314 54.186027062765788 3.0836514607071868 18.791160891822074
leaf_count=366 9 1553 893 74054 6603 4557 28284 4779 18163 10880 891 1924 20 323
internal_value=0 0.0161574 -0.000499692 0.00237561 0.0196979 0.000241947 -0.00632444 -0.0397092 -0.00420336 0.00690789 -0.000913992 0.0718232 0.0978271 0.00142149
internal_weight=0 550.393 10447.4 6994.59 767.075 6227.52 3452.78 206.266 3246.52 471.97 404.364 78.423 57.2697 21.1533
internal_count=153299 15600 137699 86107 7496 78611 51592 5145 46447 13324 11771 2276 1944 332
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=15
num_cat=0
split_feature=159 70 148 154 151 52 105 76 43 4 154 105 174 106
split_gain=18.9282 22.3947 22.3157 61.6585 40.0105 19.125 16.7044 19.1119 11.3392 9.52016 10.3486 8.42798 10.1175 7.99766
threshold=0.10548835035804792 1.2549149011147473 0.064125191908615112 -0.048505807136880678 0.055679847698500456 0.88842129363664768 21.190441167588094 -0.3606051543065259 0.99785745194696884 0.87935418442132851 -0.43477515928295435 8.6904919047942979 0.12543790011390002 1.0785374461942723
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 7 -1 -8 -3 -11 12 -7 -13
right_child=1 9 3 -5 -6 11 8 -9 -10 10 -12 13 -14 -15
leaf_value=0.052818023591168273 -0.012038990580485874 -0.08609372849602237 0.016913204759560319 -0.018302764836303807 0.0078800884033182368 0.096721575521040104 0.038755853438745436 -0.02623271789446123 -0.11370742410646313 0.11704474191623396 -0.076144367471984609 0.07812450892694886 -0.17006315806605973 -0.050410718669333325
leaf_weight=33.38694375846535 2182.3173209968309 41.049623274966507 2151.1902571626624 646.6271390994807 1874.6406952086718 2.3083560307532016 5.7823654037092629 364.27819181200812 31.193345482908626 5.4249239097116515 5.6716661022946919 33.602616580727044 3.7000829273165436 5.6555607104673973
leaf_count=156 39176 2792 22220 25571 35931 87 72 26301 271 42 387 194 78 21
internal_value=0 0.00140683 0.00190347 0.00877415 -0.00283478 -0.0191314 -0.0255737 -0.0195958 -0.0898648 -0.0638785 0.0183023 0.042727 -0.0675683 0.0596076
internal_weight=0 6906.92 6854.78 2797.82 4056.96 479.907 434.641 397.665 36.9757 52.1462 11.0966 45.2666 6.00844 39.2582
internal_count=153299 126119 122898 47791 75107 27180 26800 26457 343 3221 429 380 165 215
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=15
num_cat=0
split_feature=20 45 121 73 157 107 127 11 166 77 41 156 89 1
split_gain=17.4027 25.7992 35.0145 23.9119 32.1291 27.4716 24.9316 23.7782 31.0962 20.4223 17.1453 16.5545 14.7801 13.0895
threshold=0.086196516429849296 -0.13751509829768971 -0.28607795332038982 -0.17632625687743866 -1.0000000180025095e-35 -0.22924497759503051 -0.27501403795618101 -0.36140334819562875 -0.36669292702839068 0.27970641275605351 -0.035289490961999848 1.1612500756096922 -0.029209789894407746 -0.23279524444757951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 6 5 -5 10 11 -9 -2 -1 -3 -8 -4
right_child=1 7 13 4 -6 -7 12 8 -10 -11 -12 -13 -14 -15
leaf_value=0.050131008076990648 0.039238575848815453 -0.14679793208529224 0.086603650077291594 -0.020503379869952973 -0.034041887222691823 0.006489978814817882 0.019308796597662721 0.048998518480449033 -0.016369569879300491 -0.048794657050466393 -0.085326683846426263 -0.036665742856856275 0.061943024169632745 0.027780783014145629
leaf_weight=13.497239445685407 37.398957745939697 21.662857140938286 55.015589954709867 425.91207384949666 244.38731747161 3284.6763744669734 201.79792758430267 77.785169097536709 1129.6029370959222 89.211501210986171 30.367135762193357 36.89236910030013 136.19060618925505 121.10017966563828
leaf_count=549 804 100 669 6728 31925 45061 5029 944 51644 712 2913 334 3486 2401
internal_value=0 -0.00890516 0.0173201 0.00338576 0.0010785 0.0033916 0.0272829 -0.0151764 -0.0121583 -0.0227909 -0.0436458 -0.0774098 0.036488 0.0461561
internal_weight=0 1568.67 302.726 4336.83 3954.98 3710.59 381.853 1265.94 1207.39 126.61 43.8644 58.5552 337.989 176.116
internal_count=153299 57608 4586 95691 83714 51789 11977 53022 52588 1516 3462 434 8515 3070
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=15
num_cat=0
split_feature=115 4 16 116 28 76 80 76 131 76 67 27 124 95
split_gain=15.1389 35.207 28.7253 32.377 37.1413 27.0735 36.3876 32.5328 25.6392 25.1597 23.629 16.5113 9.45884 9.42413
threshold=0.46802994028246586 1.8046116099171201 0.67719761196171813 0.54523902869109997 0.01117271070232295 -0.015843434266984018 -0.070052382257069154 0.085668515616347737 0.21604477715692602 -0.41785117183306786 1.0663270374988019 1.7197837359409955 -0.35090833462105803 0.19353276505635852
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 9 -5 6 -1 -7 10 -2 -3 -10 -4 -14
right_child=2 8 12 4 -6 7 -8 -9 11 -11 -12 -13 13 -15
leaf_value=0.036678205492340063 0.33423079326169164 0.12140711160195067 -0.065872783228122719 0.12228146336148903 -0.0081221467426240822 0.015891095766720136 -0.036729050764472401 -0.0039329475311159091 -0.13809598454772767 0.034691002103321697 -0.043466626143772141 0.079756599616122942 -0.0035816566085909475 0.11223832631183538
leaf_weight=81.614411711814682 2.8370739004167254 10.023392219736705 4.0478257651520826 22.553289031926397 691.81357532717811 1112.3888668412146 391.20446626687226 3236.0034895372737 38.822580093357828 241.41938336361818 65.462988151455647 3.8214547105599186 8.4266223790546047 42.251070141326636
leaf_count=14665 174 84 187 6585 9169 41950 32196 41950 293 4936 519 24 336 231
internal_value=0 -0.00265421 0.0107638 0.00674108 -0.00400517 -0.00133266 -0.024058 0.00113836 -0.05659 0.0381702 -0.021574 -0.118574 0.0812302 0.0929799
internal_weight=0 4939.34 1013.35 958.623 714.367 4821.21 472.819 4348.39 118.13 244.256 75.4864 42.644 54.7255 50.6777
internal_count=153299 131681 21618 20864 15754 130761 46861 83900 920 5110 603 317 754 567
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=15
num_cat=0
split_feature=130 127 123 113 77 112 2 157 56 122 9 142 168 94
split_gain=16.8856 26.7068 24.4203 39.6687 22.9091 30.1592 32.3888 32.34 21.3656 21.8157 17.5119 33.6811 32.6497 12.7774
threshold=-0.1874901438163519 -0.2079770932513226 693.50000000000011 -0.25865423713659591 0.07196100885585828 -0.018465610522738447 -0.3794189523885077 -0.2469763791260737 1.0336287443417409 -0.28016384701203817 -0.12877033761127507 0.069547478689462663 4.4379982416028243 0.0026643504653690252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 -4 5 6 -1 -7 9 -6 11 -3 -12 -2
right_child=1 10 3 -5 8 7 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=0.21636416482031551 0.44109902144987939 -0.0029264538754125648 0.47178593098511412 0.091762905675957532 0.047198690949387452 -0.034143012942637212 -0.030920674604345302 0.11851979473560476 0.091584416719637574 -0.068060868506843231 0.020250527047221953 -0.045343917277388242 -0.00078541584835885672 -0.044866058349756981
leaf_weight=5.4959978230763218 0.56261138613626727 1935.3643881765129 3.0731926481239524 25.863242977822665 18.43488114932552 22.022092046070611 146.01202867273241 37.514568033700925 10.493780986638738 150.36650563174044 961.72055016357263 207.24133481057652 3169.3311754813185 14.114151364461575
leaf_count=66 23 34818 9 230 137 603 31520 949 89 4682 14530 3506 61302 835
internal_value=0 0.000848992 0.0788316 0.132123 -0.0205827 0.00174686 -0.0219503 0.0620512 -0.0468663 -0.0554733 0.000306873 -0.00702924 0.00411181 -0.0262373
internal_weight=0 6317.27 43.6132 28.9364 390.34 211.045 151.508 59.5367 179.295 168.801 6273.66 2142.61 4131.05 14.6768
internal_count=153299 115253 1097 239 38046 33138 31586 1552 4908 4819 114156 38324 75832 858
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=15
num_cat=0
split_feature=71 110 61 148 80 122 13 68 90 45 119 147 59 73
split_gain=15.039 18.8432 17.5355 15.8728 35.6577 29.4204 23.4653 19.6879 34.0202 25.97 15.6993 13.3056 12.9477 11.0551
threshold=-0.21359154426456745 -0.59654628409464938 -0.18883451845735788 -0.53133101088416235 -0.037875738385072792 0.57149783399589882 -0.27722498076987379 0.25225729107945233 0.073741894065726218 0.42935855755591573 0.042578487580072759 -0.4637450710844801 0.96048093655109212 -0.1179918438900734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -6 9 -9 -5 11 -3 -4 -12
right_child=3 10 12 7 6 -7 -8 8 -10 -11 13 -13 -14 -15
leaf_value=-0.077992928968347974 0.073335108225652881 0.13560177545607993 0.063943036425400418 0.0027779305195974268 -0.077634527443949691 -0.066083123799194163 0.0089069988264647362 -0.022289614502793435 0.003034307076201647 -0.046505899141209901 -0.038956129818334233 -0.03053690365492753 0.39588265945674683 -0.13196437762685209
leaf_weight=9.7424355726689083 137.74206444341689 5.2243667979491866 22.780940209398981 8037.0453082215499 34.36110700408608 17.004529954050668 355.32396052477998 986.19139753773925 1148.0287870330867 108.36263700670679 22.901800924562849 62.356409376487136 1.2390143321827043 28.91458938550204
leaf_count=136 1274 79 303 113370 1494 425 3374 19146 11458 946 236 872 71 115
internal_value=0 -0.0307931 0.0351677 0.000763427 0.0174032 0.058015 0.00127606 -0.000117855 -0.0086675 0.00212228 -0.0494451 -0.0176935 0.0810654 -0.0908566
internal_weight=0 153.16 33.7624 10824.1 544.432 154.747 389.685 10279.6 2134.22 8145.41 119.397 67.5808 24.02 51.8164
internal_count=153299 1812 510 151487 6567 1699 4868 144920 30604 114316 1302 951 374 351
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=15
num_cat=0
split_feature=65 67 115 142 152 1 89 90 106 104 96 90 79 106
split_gain=17.1344 44.3437 42.8145 35.7109 34.1816 50.9221 31.5988 22.8654 24.3783 54.3067 32.0288 20.5122 13.1274 10.3942
threshold=-0.013174200293671183 0.10898713227121566 0.54744625368214261 0.33886856193146447 -0.052457722026578939 0.44279349020305703 0.025726551839432635 0.3061707850970215 0.15563072338770384 0.21845894889301462 0.0032070906042506184 -0.011114303427812498 0.29677605637452226 -0.030728879439151216
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 6 -6 -3 8 10 -10 -1 -4 13 -9
right_child=1 4 11 -5 5 -7 -8 12 9 -11 -12 -13 -14 -15
leaf_value=-0.022556909876435813 -0.017723027326724327 0.01506545254560354 -0.21366248480019642 -0.082997658882783432 0.017473773267161555 -0.028069699917488575 -0.018656306856563148 -0.14247280766034859 0.011717124195183547 -0.27152832946816718 0.047295830721622384 0.079134865646164468 0.36072930138222548 0.085984964451854051
leaf_weight=478.54438081944954 1241.525715303068 383.72382920012205 2.5023078848171272 89.88080427251225 1732.2561156851589 286.04007522150641 1007.3558750557204 2.1200301426124488 1973.1404111205647 6.7923464535269877 76.076003959751688 54.593657414421614 1.6505672586499702 32.849294350482523
leaf_count=30244 65870 5044 31 886 15733 2414 10016 175 19966 86 1929 571 8 326
internal_value=0 -0.00342869 -0.0184932 -0.0221296 0.00270648 0.0110192 -0.00935429 0.00668828 0.00555475 0.0107454 -0.0129754 0.0663026 0.0851424 0.0721346
internal_weight=0 4797.88 1388.5 1331.41 3409.38 2018.3 1391.08 2571.17 2534.55 1979.93 554.62 57.096 36.6199 34.9693
internal_count=153299 100565 67358 66756 33207 18147 15060 52734 52225 20052 32173 602 509 501
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=15
num_cat=0
split_feature=151 170 158 146 160 178 63 92 148 158 151 146 165 100
split_gain=16.493 21.6605 22.4629 21.7061 44.2183 24.8207 16.4618 15.6426 13.4313 12.8878 28.2836 16.3094 5.77308 3.50885
threshold=0.33417041545327514 -0.22776003474876588 -0.31228404185013064 0.073568437392660765 0.010570841919764517 0.65335642304533181 0.016072238588529554 -0.095572310223668439 -0.67204408730088405 0.59873609651577997 0.48619648952276923 0.010753084562614075 0.18037587914312617 0.13018080274702956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 -5 -3 -4 12 -1 11 -11 -9 -2 -14
right_child=7 3 6 4 -6 -7 -8 9 -10 10 -12 -13 13 -15
leaf_value=-0.28349933599799421 0.13410464095920474 -0.003502474434107207 -0.018898542571704684 0.04836841858807487 -0.0036946645642445906 0.043191798960349213 0.069052856948203137 -0.012036061531814427 -0.0079879935051270553 0.40801077371741273 -0.034478769756268561 -0.059230400131369966 -0.052458417316068845 0.10964331235820564
leaf_weight=1.8180829200427968 8.4493596750980924 4510.9206746447617 25.688731790898601 268.7216884200061 415.17291435335937 116.78525227791761 124.02679538885423 211.1044571844468 66.153023973864038 2.1744094835630667 4.3034914385389129 112.11250945287611 3.7784066023705227 2.0651982380077243
leaf_count=26 121 78400 671 3480 36951 2233 2278 5671 1738 1108 3322 15922 1361 17
internal_value=0 0.00140046 0.0323174 0.000133387 0.0167624 -0.00232409 0.0539618 -0.021167 -0.0153573 -0.0256071 0.11405 -0.0284061 0.0812515 0.00483023
internal_weight=0 5529.29 217.687 5311.6 683.895 4627.71 149.716 343.988 67.9711 329.695 6.4779 323.217 14.293 5.8436
internal_count=153299 125777 4713 121064 40431 80633 2949 27522 1764 26023 4430 21593 1499 1378
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=15
num_cat=0
split_feature=139 2 115 116 150 115 76 29 10 104 16 160 107 101
split_gain=15.8884 28.7245 31.2183 37.7655 25.3322 22.1365 37.5003 29.4603 21.2751 13.5825 13.1549 12.76 10.1238 7.85388
threshold=-0.29326177561327543 0.53023345593512861 0.15375444186317067 0.43427552357980359 0.2947702829127346 0.46802994028246586 -0.015843434266984018 0.013109343458043961 -0.12371615994119804 -0.032759205982543851 0.70411820707103201 0.35708821389433959 0.11209468284896186 -0.16704689621330418
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 8 -4 9 6 -2 -7 -3 -1 12 -12 -6 -11
right_child=1 2 3 -5 10 7 -8 -9 -10 13 11 -13 -14 -15
leaf_value=-0.081792121499416115 -0.032775992902478644 0.37844998491648851 0.12894517015976112 0.011481244176174006 -0.0050794176746971481 0.067862330781038163 -0.00054352265693809849 0.0078341198318163992 -0.045150128624077406 0.19653975251300551 0.13623840335224993 -0.070211275399519046 -0.067034726301919423 0.056029166433350069
leaf_weight=6.3360872194789399 393.61124079709043 1.2233802611553972 55.908001490359311 53.622487410470058 34.145993619320507 91.568320156478876 4350.0551585326248 763.05281351289887 38.454763624265979 4.8191130274208289 7.5059820818860299 4.9801393976376858 115.88405115474052 22.792168777094048
leaf_count=557 29943 82 1359 860 3343 3287 81888 8809 5327 39 1002 105 16122 576
internal_value=0 0.000605134 0.0439081 0.0714387 -0.0283148 -0.000549001 -0.00321805 0.0142658 -0.0320894 0.0502522 -0.0447264 0.0538951 -0.052934 0.0805531
internal_weight=0 5747.5 149.209 109.53 196.464 5598.29 4743.67 854.621 39.6781 33.9474 162.516 12.4861 150.03 27.6113
internal_count=153299 131555 7628 2219 21744 123927 111831 12096 5409 1172 20572 1107 19465 615
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=15
num_cat=0
split_feature=90 76 73 119 140 16 166 145 23 24 146 96 110 69
split_gain=16.1913 16.4198 50.1841 41.3366 38.8733 35.5871 51.9744 33.5723 11.1505 10.5714 7.8216 0.0733429 0.0541781 0.0294934
threshold=-0.064032359564478877 0.15244688890533667 0.034482718136015771 -0.29203950328075151 0.25951023202826684 -0.08408156003137697 -0.31749628220100445 -0.3803288347574032 -0.11425597119901694 -0.1431311022494843 -0.17596612532692085 0.015631102993020233 0.4626796486190044 0.49653909601090845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 9 13 -11 -10 -13 -1
right_child=1 2 4 -5 -6 6 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.08197114443239191 0.086724544031843598 0.066061991697585809 -0.020564572255361967 -0.06871930477196983 0.0050711623900395022 -0.04788792990649883 0.002219891074669373 0.013386535162568948 -0.082421049558845882 0.058080076686391792 -0.091922957399681537 -0.090131415779616711 -0.11656764585001581 -0.10390681297605003
leaf_weight=11.516661321973512 65.294426848071453 25.951133009191835 802.1708503983682 184.75458899998193 2252.3450541568745 236.98537987094824 1636.2355826545172 1417.8445661514925 26.728985428893793 19.581788946314195 4.226387134025571 9.929219753510548 0.84087081812322217 0.64740425348281938
leaf_count=3243 814 260 10581 6907 17033 11887 61869 34888 4461 305 769 275 5 2
internal_value=0 0.000131398 -0.00491731 -0.0521192 -0.00166124 0.00504302 -0.00411936 0.0166152 -0.0470725 -0.00729712 0.0314518 -0.0852283 -0.0921954 -0.0831386
internal_weight=0 6621.58 3265.22 210.706 3054.52 3356.36 1873.22 1483.14 73.4713 35.9722 23.8082 37.4991 10.7701 12.1641
internal_count=153299 144239 34781 7167 27614 109458 73756 35702 9060 4319 1074 4741 280 3245
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=15
num_cat=0
split_feature=112 130 148 1 100 124 124 58 2 130 164 126 81 161
split_gain=13.4263 27.479 22.6899 20.5208 28.5928 22.4864 18.4956 32.2019 28.9461 24.6661 45.3269 23.9128 17.5547 15.1218
threshold=0.47630249063040347 0.31004252895932943 -0.35064975843717094 -0.087256295886076099 0.21062793283459408 0.40842968833035037 0.27078119457152677 -0.33454168307909132 -0.26652558691613282 0.38657860097866464 0.1033501748787269 0.94345090359423256 0.3691791892309792 0.2662283894294975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -5 9 12 -9 11 -11 -1 -8 -4
right_child=1 3 13 5 -6 -7 7 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0003772670726842927 -0.11527660496148479 0.084348427518924532 -0.017172331066524063 -0.07580971723962078 0.0035294482736461063 0.00096008393664838952 0.10706431388641818 0.057165589200558253 0.0053679569333653027 0.0028899466565416258 -0.049365772370501639 0.016415536765226862 0.40573925628256291 -0.08909400443424903
leaf_weight=7762.294804281235 32.848731625286746 54.972320998393116 216.55404999210441 56.625658345757984 214.91984817488992 116.96130770241143 6.0523956588876882 128.37049553863471 676.14426791947335 411.53073144043447 278.2094607767649 951.97240710597544 2.9159695462149102 33.795925278682262
leaf_count=110816 901 1037 5881 191 4332 900 53 3658 8152 4171 1856 9524 19 1808
internal_value=0 -0.0128001 -0.0371345 0.00273946 0.0199909 -0.0240829 0.00126772 0.0157336 0.0136329 1.63714e-05 -0.0181876 0.00145723 0.204175 -0.0268814
internal_weight=0 726.678 283.199 443.479 269.892 173.587 10217.5 813.483 804.515 9404.01 689.74 8714.27 8.96837 250.35
internal_count=153299 15050 8590 6460 5369 1091 138249 11882 11810 126367 6027 120340 72 7689
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=15
num_cat=0
split_feature=18 19 139 151 106 45 65 10 116 14 8 52 96 115
split_gain=16.9707 17.1089 26.048 19.9109 25.0042 18.9646 13.3874 8.48263 10.5935 7.97089 5.84729 5.41045 4.29263 4.356
threshold=0.11797253557335406 -0.55290637105477891 -0.15726435410273151 -0.26952606384354316 0.41976131634466934 0.037477150706734637 0.35995434784588565 0.018121873110534686 0.83030121551557701 0.64428755685011108 0.66079918332292775 0.6563864261836968 0.30039425387031249 0.13037716633124621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -3 -5 -2 12 9 -9 -10 -4 13 -1
right_child=1 3 11 5 -6 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=-0.054888753121195871 0.041327318456015817 -0.034551402332070949 -0.11969122680990676 -0.010880297975447524 0.017109680164383193 0.0036830634456983015 0.15055431468574798 -0.11921409203960059 0.097158180817814327 0.047566834275203418 -0.082064377408271202 0.055978936892798516 -0.14072706707189828 0.083159349224109003
leaf_weight=3.3421508375549802 26.151948664686643 333.20878699441892 8.6546507697112229 1060.5625251002757 130.33431141026449 5699.4120948172731 19.654175169882365 29.711306291093933 4.680624332278966 3.171470245695672 2.9790314711863175 2.1986076384782782 1.5098562526181911 7.2313610861892812
leaf_count=75 766 14938 285 77685 1755 57161 83 278 26 16 75 22 48 86
internal_value=0 0.000452765 0.0551895 2.34245e-05 -0.0200259 0.00139824 0.0881937 -0.0565394 -0.0784576 -0.103128 0.0274541 -0.0841047 0.0170011 0.0395241
internal_weight=0 7280.18 56.6594 7223.52 463.543 6759.97 45.8061 52.6258 40.5424 32.8828 7.65966 10.8533 12.0834 10.5735
internal_count=153299 152695 1156 151539 16693 134846 849 604 395 294 101 307 209 161
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=15
num_cat=0
split_feature=155 131 179 74 110 79 63 134 170 47 135 101 126 70
split_gain=16.0273 29.6458 36.2478 31.1341 28.8636 53.0857 36.5388 28.6701 27.1854 26.2417 25.1724 23.8913 22.9451 18.0489
threshold=0.0044513180963135762 -0.03211333148184458 -0.15402117502135304 0.53087171718372794 0.22994559170177409 0.19664780616557279 0.017917582335408477 -0.076111295467545012 0.15631110988791799 -0.039833808168109788 0.1227210521039324 0.08999113932798479 0.93934538922119815 0.24485679279085162
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 11 6 8 13 -8 -6 -2 -7 -3 -4 -1
right_child=1 3 12 -5 5 10 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.019432336744628256 -0.02252468963313746 0.0040127372007988686 0.005224499598166607 -0.022793717394880911 -0.054443270271015143 0.027916784083934682 -0.045339318760558404 0.014713053992824987 0.0024032173245524253 -0.10406283341977479 -0.013309700346533147 0.025097939169462763 -0.065025314230904838 -0.094890149649283828
leaf_weight=245.42439991603715 105.11770359403818 1099.5814964741039 553.90300205125459 252.61586814600741 389.68821974125603 229.18879107974499 85.268066504881062 1175.2814496679821 107.28656814830902 63.201700046789483 418.63619345198094 1051.0489424605476 50.754602476015862 36.400149829205475
leaf_count=13891 2545 26649 25694 4962 4863 1774 6181 39773 2803 662 8578 13220 1217 487
internal_value=0 0.0049374 -0.0120976 0.0104165 -0.00555564 -0.0175854 0.00337324 0.0106509 -0.0421713 -0.0531412 0.00127549 0.0143174 -0.000672228 -0.0291784
internal_weight=0 3176.22 772.977 2403.25 2687.17 1144.8 1542.37 1260.55 496.975 168.319 647.825 2150.63 604.658 281.825
internal_count=153299 74949 30118 44831 78350 18018 60332 45954 7666 3207 10352 39869 26911 14378
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=15
num_cat=0
split_feature=64 55 52 92 10 76 168 127 1 19 55 98 176 99
split_gain=14.4823 16.4907 26.7064 16.3101 16.4026 46.0899 22.9698 15.477 14.5882 12.3513 12.1727 5.50526 4.0707 2.3881
threshold=0.0023263728959679133 0.012496324476901124 0.025181584331591487 -0.011788311253596286 -0.34365442541868901 0.18476584899324752 5.6917933445035045 -0.1183628072511498 -0.17074950932560032 -0.33849223207118595 -0.048358574050056828 -0.19692384543108346 0.02226417170165346 0.37219025393249461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 9 7 5 -5 -6 -2 -4 -3 -9 12 -1 -13
right_child=3 2 8 4 6 -7 -8 10 -10 -11 -12 13 -14 -15
leaf_value=-0.087648088241393335 -0.081757709036901466 0.48554472904118512 0.099645313699991522 -0.069529541778509937 -0.012946148147363759 0.038048767653010268 0.0024099045293424766 0.25866617133912539 -0.056203008024616634 0.059849764917843586 0.075753971639144588 -0.081759799576764242 0.20543638914932838 0.023083562496160757
leaf_weight=0.77562393330117529 4.9504282688176344 0.69642616209193775 6.6546211130389556 46.703502070260583 1272.8072762810261 270.40417657790022 4150.4983428666164 4.5974165965053571 61.638848567510649 31.963400872804868 17.440227718212554 54.951127197406095 1.2182051835698073 2.2619869051122796
leaf_count=384 1525 177 1014 2765 18166 3123 46291 301 26556 4263 1036 47524 95 79
internal_value=0 -0.030022 -0.00544845 0.000463164 9.8534e-05 0.0222047 -0.00119404 0.0780207 -0.0410169 0.0689271 0.113912 -0.0719223 0.0914229 -0.0776147
internal_weight=0 160.16 100.953 5767.4 5740.41 317.108 5423.31 26.9881 68.2935 32.6598 22.0376 59.2069 1.99383 57.2131
internal_count=153299 80092 32010 73207 70345 5888 64457 2862 27570 4440 1337 48082 479 47603
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=15
num_cat=0
split_feature=152 102 2 43 177 142 107 46 34 53 102 85 53 73
split_gain=16.8083 36.6992 38.0424 35.3688 34.1658 30.1189 29.1853 26.9746 25.3717 40.9682 49.2866 40.9458 87.4943 39.6088
threshold=-0.042671267998723221 0.87129159610598517 -0.32249989365920728 60.721267344464479 0.48298245651818361 -0.078559349205890902 0.086679294342117033 -0.12139629191756963 -0.020634248571350187 0.23832469905279777 0.62499159577875096 -0.068130362882066961 -0.028917823258898911 -0.13148184256786355
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 11 10 -10 12 -1 -13
right_child=1 2 4 -5 -6 6 -8 -9 9 -11 -12 13 -14 -15
leaf_value=0.01386139996801318 0.0057072041730984544 -0.058633332066830572 0.026677978313356467 0.56486675039766543 0.13157803304803722 -0.0025947327939626701 -0.031901976379244301 -0.085176226445623754 -0.0056730198228781246 0.018252408419895737 -0.059000357750220694 -0.043452184357196721 0.70972720146883772 0.014670380115409521
leaf_weight=5.7546722690749448 49.430713321926305 57.578970474132802 248.86806156125385 0.9244098657509302 35.474156010313891 2020.4812750550736 408.48983082599443 96.243837946589338 1037.5170052815047 546.87507068015839 208.06901767174713 125.27521373017225 2.6338743685046193 1829.5909800196168
leaf_count=364 1375 1421 4807 35 505 42992 32174 3110 22148 14978 2946 7452 50 18942
internal_value=0 -0.00607946 0.0246555 -0.0487814 0.0397652 -0.0101722 -0.00752345 -0.0543374 0.00403816 -0.00456368 -0.0145811 0.0118917 0.232353 0.0109457
internal_weight=0 2917.49 342.846 58.5034 284.342 2574.65 2428.97 145.675 3755.72 1792.46 1245.59 1963.25 8.38855 1954.87
internal_count=153299 86419 6768 1456 5312 79651 75166 4485 66880 40072 25094 26808 414 26394
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=15
num_cat=0
split_feature=23 136 19 113 50 136 89 70 41 70 96 6 20 32
split_gain=13.1668 27.773 39.2618 27.2086 25.5818 20.2527 18.7697 38.2073 16.8337 17.2194 16.1275 13.7537 8.09407 7.87113
threshold=-0.24455209160656996 -0.23417447304505815 0.048489088776865842 -0.29253585348478833 0.25422263943338652 -0.19115641731406727 -0.039649220303116815 -0.1179013479792143 -0.15949884543297982 0.6821868662866365 -0.089899282551704721 0.24132155372209874 0.38613441000122239 0.43718200725598527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 13 -1 6 12 -8 9 -7 -10 -5 -2 -3
right_child=5 3 -4 11 -6 8 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.074142672788379771 -0.068963152150256224 -0.090055744871653867 0.093760601617151385 0.17110546978291086 0.045889209292991215 0.071347301571440341 0.22788118299570792 -0.021550132295066915 -0.041793917288938061 -0.087437393281482853 0.00046568455821506446 0.068142322162278807 0.028944166189094636 0.089840182829699161
leaf_weight=59.125748724218283 94.928912606395897 10.467037307098506 30.817552929351223 21.821598286856897 25.376316967216553 55.528095126268454 7.1743265017867079 42.639865018747514 91.093494214539533 7.7874905412900253 10443.452147383276 31.995703997206874 9.2681667941214965 3.1683969078585497
leaf_count=870 2322 61 619 238 305 1222 37 1805 1454 72 143635 302 332 25
internal_value=0 0.0269533 -0.00285961 0.0779225 -0.0380966 -0.000113959 -0.0361164 0.0143734 0.000409239 0.0518176 0.000100261 0.109891 -0.0602544 -0.0482542
internal_weight=0 182.772 115.32 67.4527 84.5021 10751.9 154.011 49.8142 10597.9 63.3156 10534.5 53.8173 104.197 13.6354
internal_count=153299 2420 1794 626 1175 150879 4496 1842 146383 1294 145089 540 2654 86
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=13
num_cat=0
split_feature=127 18 73 121 96 106 174 87 112 83 155 29
split_gain=17.0528 17.0419 26.6166 26.9246 26.2801 21.5801 16.9334 13.8771 3.12617 0.766976 0.304193 0.161105
threshold=0.8710065002573979 0.27155976520160025 0.59200434356253673 0.34173849267908257 0.058577100622724219 -0.173548250261887 0.53077068763654267 0.047980580683450486 -0.14160120736747564 -0.065506930243807007 -0.15134340718620617 0.20530558380069108
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 6 -3 -1 -6 -2 10 -10 -11
right_child=8 2 3 -5 7 -7 -8 -9 9 11 -12 -13
leaf_value=-0.0069632075377027208 0.037508266587770768 -0.074403855438659836 0.044269719461557513 -0.0031841395353517489 -0.054287419234608482 0.00089834977647826201 0.032159259043685516 -0.017299361062229408 -0.18314041249515636 -0.10556165288769091 -0.10307967415927605 -0.085836722261742049
leaf_weight=471.32826776851653 1.7332055790757319 38.313394311529009 288.66764670342309 204.10601932161808 150.3127747235967 5692.4286696867657 144.56955055926664 311.91660219788719 1.5216543674468996 8.0945129897390888 0.68968150967703223 8.4772629937069706
leaf_count=7900 11 10820 8436 2887 1353 113094 3652 4559 5 254 69 259
internal_value=0 0.000301809 0.00231259 0.0246144 -0.0113055 0.00039491 0.00222 -0.0293275 -0.0909954 -0.102853 -0.158171 -0.0954714
internal_weight=0 7301.64 6223.52 492.774 1078.13 5730.74 615.898 462.229 20.5163 18.7831 2.21134 16.5718
internal_count=153299 152701 135237 11323 17464 123914 11552 5912 598 587 74 513
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=15
num_cat=0
split_feature=73 90 131 92 125 97 128 115 58 12 82 116 116 167
split_gain=15.9979 31.3913 30.322 29.3516 29.3029 38.6628 27.497 23.5822 23.0531 23.5573 20.9527 20.8902 14.3538 13.3356
threshold=-0.028702046061476711 0.056361189081009254 0.034765181760803225 1.6083619758441832 0.25212747961247922 -0.0072389996989730906 0.10224081002794573 0.0052699212664919929 -0.20874257678708849 1.3818889794604867 -0.13712200505895841 -0.14628118848597635 -0.082401235687286592 -0.4294282279382618
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 6 5 -2 -4 13 -1 -10 -9 -6 -5 -3
right_child=2 7 3 12 11 -7 -8 10 9 -11 -12 -13 -14 -15
leaf_value=0.048018413508376621 -0.072882564138629022 -0.068723717316170704 0.021982842828185647 0.11476678398204616 0.019190403985791575 -0.0032757410516659467 -0.0047291318504337765 -0.11013001085151353 -0.030635627985175402 0.0045216357365245683 0.021449135607844498 -0.069895254314529781 0.031048540706152802 0.072013235426012998
leaf_weight=104.95289300567674 88.975007683566218 7.0631784512661389 463.61542633224599 28.48495087842457 31.844258041630383 773.63380908674662 2283.2298646789313 14.158502777238025 221.38754328439245 1369.9351521241369 83.331703322073736 151.80121852579032 72.874469283153303 143.95525297540735
leaf_count=3463 10322 115 9189 159 248 26971 32826 632 3137 55263 2044 5152 1422 2356
internal_value=0 0.00748724 -0.00361857 0.00172939 -0.0181773 -0.0104554 -0.000220657 0.0406802 0.00262438 -0.000369503 0.0023399 -0.0544477 0.0545758 0.0654309
internal_weight=0 1944.78 3894.46 2848.2 1046.25 862.609 2746.85 248.509 1696.28 1591.32 97.4902 183.645 101.359 151.018
internal_count=153299 67010 86289 43596 42693 37293 42015 5147 61863 58400 2676 5400 1581 2471
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=15
num_cat=0
split_feature=139 100 151 140 89 139 53 82 157 142 93 177 4 79
split_gain=14.4522 26.959 25.5617 23.7789 46.8222 23.0861 19.0146 25.2522 17.0507 11.5878 8.36353 6.40812 4.44949 0.0261363
threshold=-0.29326177561327543 -0.29470169231648841 -0.31071664620031453 -0.26177645964027912 0.091378231013281644 -0.11232217169879728 0.088045905519612458 0.43624021464823998 0.13418726249603072 14.971930265199957 0.14934408642733479 0.43873566759554578 0.20159012776296117 -0.015134111780283092
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 8 4 -3 -5 7 -4 11 -8 12 -1 -2 -10
right_child=1 3 6 5 -6 -7 9 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.084124473108142292 -0.084998921917908365 0.1411280135921667 -0.078383147522973193 -0.021620542439061315 0.01381726148396898 0.0010457172281484821 -0.064267722744474939 0.11636719052902152 -0.082913092898554863 0.085819334442744324 0.42678139764540224 0.11770849834461211 0.31769488155421516 -0.096620763699851314
leaf_weight=1.7062385596509617 0.65728183028204445 32.991719006336098 11.600730602431215 494.14579807343216 232.26178744228673 4957.6906056808666 128.74561083354274 15.626386138843371 3.8702354821762155 5.3582557477056971 1.9013890922069547 20.154326873423997 0.47100919485092163 2.1713479454629088
leaf_count=161 62 2587 4016 29529 1314 98057 16202 132 961 22 5 237 1 13
internal_value=0 0.00057187 -0.0275171 0.000413833 0.0296519 -0.00100872 -0.0428017 0.0333894 0.0608594 -0.0582708 0.298793 0.101955 0.0831071 -0.0878396
internal_weight=0 5720.12 189.233 5717.09 265.254 5451.84 161.331 27.2271 27.9021 134.104 3.02968 21.8606 1.12829 6.04158
internal_count=153299 131555 21744 131487 3901 127586 20372 4148 1372 16224 68 398 63 974
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=15
num_cat=0
split_feature=28 157 13 112 140 125 92 143 17 19 1 15 153 17
split_gain=16.2369 16.13 36.9953 33.865 28.5561 49.2769 24.7572 24.4245 8.10127 6.49054 1.5691 1.04744 1.18178 0.577341
threshold=-0.13577458214089685 -0.015792359189658062 -0.1394255688046013 -0.25784278923790666 -0.012341857224356175 -0.3407129814243019 0.76551783300879384 0.80472272698828795 0.42376712824909518 0.15189237403386627 0.12204528706407015 0.72982965753070628 0.011944751297672687 0.34183097643154786
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 11 -10 -11 12 -1 -13
right_child=1 2 3 -5 6 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=0.10313233641019193 0.075361316333351414 -0.076819107134816461 -0.049700709180668511 0.022492431771955791 0.0026826041656684819 -0.03741161570203394 -0.01788424346982637 0.13472060554299317 -0.081498929028493067 0.108126987421394 -0.080487626382385227 -0.086329655182836584 -0.080630824502612483 -0.033709482622364388
leaf_weight=0.6544678037171241 42.910324206983205 63.517442739539547 70.315188144664717 855.87458801966204 4498.5842800966238 399.31163700462639 672.81857819206198 5.9712283005937925 3.5045639698910218 5.1343941652448848 0.48251140595675668 33.862694409064716 0.75216789408295881 2.2219191122567272
leaf_count=2 1054 1414 17729 52175 54054 8941 8210 42 1053 18 448 7312 245 602
internal_value=0 1.66961e-06 0.0117318 0.0170116 -0.00207888 -0.0264689 6.78146e-06 -0.0586413 -0.0592262 0.0252933 0.0919243 -0.0797894 0.00486898 -0.0830896
internal_weight=0 6609.3 995.678 926.19 5613.62 442.222 5171.4 69.4887 46.6127 9.12147 5.61691 37.4912 1.40664 36.0846
internal_count=153299 143619 71360 69904 72259 9995 62264 1456 9680 1519 466 8161 247 7914
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=15
num_cat=0
split_feature=151 140 131 51 26 73 158 140 154 55 8 174 64 69
split_gain=14.2104 34.5724 24.3328 21.3963 25.2294 20.9203 18.8909 27.9616 30.6257 29.7343 23.9318 28.2413 22.6543 16.744
threshold=-0.2509667882344398 -0.16396491143934308 0.76705570265875178 40.514637946183662 -0.025823799591779485 0.40452255592061698 -0.033018827549443866 -0.0031084038579929627 -0.22729563484917875 0.061974308385131925 -0.044396424000814075 0.11679480176076741 -0.13480813179581905 0.011618615706376055
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 -1 -5 -4 7 9 -9 -2 11 -8 -12 -3
right_child=6 2 5 4 -6 -7 10 8 -10 -11 12 -13 -14 -15
leaf_value=0.12952704116288591 0.056016093116162992 0.050902491107209381 -0.034217087845475024 0.034047785802663148 -0.02371997477905121 0.16486241538704283 -0.0083672756093342762 -0.038404468199726843 0.0054139374099010573 0.011383223595654142 0.032352979719202361 -0.052243961132166741 -0.00033027772648217674 -0.042538471076407215
leaf_weight=14.699996103532611 215.3385655634338 20.213950642501004 9.8753533894487209 155.63772996427724 147.0173193414812 11.339996580558362 1051.3706119803537 169.81344339362113 2627.4613963729062 486.43115854013013 221.01789703824033 170.48263445170596 5244.517393278802 373.88431457975094
leaf_count=135 2395 172 198 1580 1888 174 16914 2331 46719 3795 3019 1304 56756 15919
internal_value=0 -0.013141 -0.0321297 0.011709 0.00598659 0.0721946 0.00127793 0.00723137 0.00275386 0.0250789 -0.00183709 -0.0144893 0.000991383 -0.0377457
internal_weight=0 732.669 415.314 317.355 302.655 21.2153 10186.4 3499.04 2797.27 701.77 6687.39 1221.85 5465.54 394.098
internal_count=153299 20066 16463 3603 3468 372 133233 55240 49050 6190 77993 18218 59775 16091
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=15
num_cat=0
split_feature=148 154 144 70 130 124 148 112 46 154 140 76 166 109
split_gain=16.266 31.1798 32.3364 31.2922 23.6021 25.1961 22.4871 43.4817 39.502 35.9925 66.9097 39.9769 35.7146 19.6236
threshold=0.60268290887629961 -0.12383702591718092 0.20133576616248094 0.30800469982997969 -0.33622215836885122 -0.39705347740026414 0.066356838985981784 -0.2808626833835795 1.1826503438755285 -0.048505807136880678 -0.31733470955209669 -0.16529471188408945 0.15947162110054997 -0.12496685454645694
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -3 7 12 -9 11 -11 -8 -1 -6
right_child=1 4 3 -5 13 -7 9 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0029622914267844113 -0.062114367316885216 -0.58865897357750308 0.043250162126463251 -0.093797715585498265 0.0075138936155435534 -0.14990977024819407 -0.010584104287806565 -0.0067102088506457921 -0.06052108775333033 0.047824404926754084 -0.031189452745011281 0.022147232575407596 0.034690335620420898 -0.11286879593609314
leaf_weight=538.37267369671463 64.969382948089333 1.4447741210460652 116.50422440386683 19.440728542271245 27.975502512701496 13.915841441266819 488.3671205190185 3201.6343395391668 142.49162852655354 138.72906057513319 471.14835070552863 1581.6365898909366 473.45469976903405 26.243836720585932
leaf_count=5720 554 10 1170 346 438 168 4285 80114 1990 736 30105 19125 6408 2130
internal_value=0 -0.0240623 -0.00408234 0.0236517 -0.0817549 -0.191177 0.000926944 -0.00350736 -0.00900306 0.00813458 -0.0132161 0.0144251 0.0146561 -0.0507551
internal_weight=0 270.494 200.914 135.945 69.58 15.3606 7035.83 4355.95 3344.13 2679.88 609.877 2070 1011.83 54.2193
internal_count=153299 4816 2070 1516 2746 178 148483 94232 82104 54251 30841 23410 12128 2568
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=15
num_cat=0
split_feature=55 136 169 167 173 53 63 20 70 73 13 122 24 109
split_gain=16.3943 31.1082 27.2647 35.193 34.2229 27.2003 26.6974 26.3378 24.5726 21.7616 21.3798 33.3961 27.8181 18.7218
threshold=-0.10345717739021901 0.15894073129534947 -0.1958671598864907 -0.40918444115012642 -0.12156448388613601 -0.066895010276348491 0.077424722249910843 0.97303232108131821 1.6744912890570232 -0.070100320362090421 -0.46035914355865987 -0.24943251547611286 0.24405339555268896 -0.017495771967706224
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 13 -5 -7 9 -3 12 -12 -4 -1
right_child=2 8 10 6 -6 7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.027502615038411789 0.045730978445075787 0.033579013653724253 0.053096803961725093 0.064775503897155348 -0.12413706942382037 -0.058797377472397154 -0.052111474001988768 0.84381289568868056 0.11374763632871299 -0.09131576227734671 -0.026537557218968118 0.0014068039407896622 -0.0061276541115069605 0.022169637745456557
leaf_weight=106.91316954860667 22.608342928971979 16.334796627386822 169.23311289952835 181.33699417281605 24.947758816648275 83.674522402623552 21.900498352013528 0.32453418332443007 7.5116842601855742 95.59393992384139 476.0622613142059 4207.042969624461 149.25751299949479 261.39927800059377
leaf_count=3081 1520 427 3155 3695 293 6439 147 408 173 2144 6089 119240 2798 3690
internal_value=0 -0.0159467 0.00188447 0.0340594 -0.0433812 -0.00396024 0.05218 -0.0553101 -0.0613385 -0.0730887 0.000271132 -0.00143389 0.0253418 0.00775085
internal_weight=0 571.752 5252.39 250.794 47.5561 452.312 203.237 83.9991 119.44 111.929 5001.6 4683.11 318.491 368.312
internal_count=153299 16362 136937 5655 1813 13618 3842 6847 2744 2571 131282 125329 5953 6771
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=15
num_cat=0
split_feature=119 59 164 63 73 99 73 81 44 35 31 76 113 79
split_gain=14.7584 52.9868 39.4999 44.3652 38.0941 41.4791 25.4148 22.2456 22.9834 37.1251 19.8309 36.3491 28.6791 17.4379
threshold=-0.072601392708087645 1.3858676530744993 0.013572296804225593 0.21499878987284457 0.28123223146635939 0.064454702483211737 0.50404981180026198 0.75543748428288049 0.0046268012564001293 0.13812493442833609 0.59816271281335409 -0.33496449489465802 -0.42442504265008302 0.56321323635498743
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -3 -6 -1 10 13 -10 11 -2 -12 -9
right_child=7 4 3 -5 5 -7 -8 8 9 -11 12 -13 -14 -15
leaf_value=0.0056194521005615726 0.14125640692558661 -0.028232276943124846 -0.037106252327939321 0.037202693946468468 0.44250397416023302 0.11589650888337139 0.042745292546208208 -0.0078462407669458983 0.012988410101719285 -0.038371433892647668 -0.073916308163813227 -0.0031065969214923864 0.023965867647289682 -0.053183804169471022
leaf_weight=477.73840810292495 17.539504828455392 7.6051570427662254 313.4908673880509 108.03338578977855 6.3531290693208602 10.02318697888404 300.28893697768217 135.72486548458619 412.59422583070409 213.60401231728611 31.772042744418286 3119.0053743849858 517.28661906861726 226.26168407301884
leaf_count=26119 723 542 21306 2808 32 41 2043 1188 4450 960 1351 83376 7107 1253
internal_value=0 0.00953424 0.00659182 -0.0180614 0.156714 0.242603 0.0199486 -0.00280263 -0.0161263 -0.00453107 0.000769704 -0.00229932 0.0183018 -0.0361847
internal_weight=0 1223.53 1199.55 421.524 23.9815 16.3763 778.027 4673.79 988.185 626.198 3685.6 3136.54 549.059 361.987
internal_count=153299 52891 52276 24114 615 73 28162 100408 7851 5410 92557 84099 8458 2441
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=15
num_cat=0
split_feature=91 158 47 170 56 140 35 2 147 126 56 103 62 140
split_gain=15.7197 16.2071 33.2227 85.3333 40.9327 19.3963 31.1691 27.0052 12.6009 13.3046 12.2565 13.9298 3.82634 1.03746
threshold=0.0040206198932530197 0.33532545119277019 0.16078794038038804 0.031423942708268593 -0.12258495991795516 -0.012341857224356175 0.11045171141102889 0.26079435479684893 0.81275211544291215 0.89655545564012973 0.0088283491028969523 0.27840342013625508 -0.01913816493751911 1.2646148944347309
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 10 -10 13 -12 -11 -1
right_child=1 2 3 -5 -6 7 -8 -9 9 12 11 -13 -14 -15
leaf_value=-0.087375501898801902 -0.037714024926752132 0.086407406321799177 0.78637985716119507 0.069103581908533288 -0.047370210922560933 0.00096658086142412244 0.0016668220288297538 0.087433658944988335 0.66132359105995286 0.11529568857814775 -0.043139243348727908 0.090108987148512232 -0.085442440343048653 0.018134924071163339
leaf_weight=45.623364967377711 346.9762674456324 33.991844768577721 1.7052132720928046 60.695398658655904 69.916291513469332 5516.0466728935753 477.65362977784389 36.357950928519131 0.40230757706740305 3.6686943926615641 32.735131347882998 10.318506849725962 1.2811660457227843 0.95135598629712959
leaf_count=6030 20691 3047 110 9124 16777 70716 22481 689 34 96 3257 175 68 4
internal_value=0 0.000211103 0.0310291 0.0887045 -0.00360705 -0.00059261 -0.0149033 0.00153278 -0.0407654 0.108288 -0.0496661 -0.0112041 0.0633389 -0.0852203
internal_weight=0 6543.34 166.309 62.4006 103.908 6377.03 824.63 5552.4 94.9805 5.35217 89.6284 43.0536 4.94986 46.5747
internal_count=153299 143635 29058 9234 19824 114577 43172 71405 9664 198 9466 3432 164 6034
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=15
num_cat=0
split_feature=151 44 9 87 150 19 108 128 53 38 158 169 41 85
split_gain=12.631 21.6916 15.7607 20.0568 15.2899 20.3905 23.0666 19.1086 13.529 13.2472 12.8918 12.2186 11.1741 11.7781
threshold=-0.33855295472928842 0.12345905289578642 0.33479576457370158 0.0092742536277150584 0.46476589508465388 0.34054883793392987 1.2731873211163258 -0.51232206147881343 0.10766695194926164 -0.080853865809154407 0.5864026655849981 -0.20023078026118668 0.25826952451980695 -0.12712516308902938
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 8 -4 9 7 -7 -6 -3 11 -11 -2 13 -1
right_child=4 2 3 -5 5 6 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.019760176013675815 0.00086495924401825048 -0.0030381254522435738 0.13151393750725138 -0.037278084456652587 -0.027540280764649205 0.065835276661180456 0.0079320812644392384 -0.0018781961715904018 0.10325777382568298 0.0052761832472021913 0.042204670204817107 0.093798414508915129 0.086573048566733785 -0.062738123942143467
leaf_weight=20.045370317879133 24.161067878449103 21.92430770923238 7.9058789832051835 64.259005267987959 302.56994735104672 74.164915879780892 950.79984611242253 7077.6779974428864 26.382481076580007 2058.1056708413525 99.08574132155627 34.135182972095208 6.1087704291567198 126.61421037136097
leaf_count=292 1294 378 76 1315 6183 1172 21637 84630 438 27977 1118 774 159 5856
internal_value=0 -0.020922 0.0108064 -0.0187864 0.000853231 -0.00109475 0.0121219 -0.00293027 0.0550148 0.00824358 0.00697241 0.0552818 -0.0459427 -0.0514623
internal_weight=0 273.24 120.472 72.1649 10620.7 8405.21 1024.96 7380.25 48.3068 2215.49 2157.19 58.2963 152.768 146.66
internal_count=153299 8514 2207 1391 144785 113622 22809 90813 816 31163 29095 2068 6307 6148
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=15
num_cat=0
split_feature=58 157 82 58 52 155 143 21 96 159 123 125 104 104
split_gain=17.8555 36.7129 37.6486 24.2211 33.1509 49.6092 37.7328 30.8294 31.3848 28.3993 20.4262 13.4289 12.1219 6.54962
threshold=-0.080648287014334144 0.019346283641429592 -0.035334237546049661 0.015710305659499137 0.11416890579267187 -0.13144229463677989 0.053766240643510217 0.054931312188501287 -0.0097932400894072281 0.65332532824194878 252.50000000000003 -0.27091090051712147 0.47458261826216569 0.83553347685335244
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 10 7 5 -5 -6 8 -2 -9 -3 -1 -4 -13
right_child=3 2 12 4 6 -7 -8 9 -10 -11 -12 13 -14 -15
leaf_value=-0.63717533916016755 -0.011561500201985667 0.077769077076629903 0.077193385486708621 0.036764354283930309 -0.022076908779988112 -0.0053823562536141206 0.0017543713378039981 0.012549795327226089 -0.068659879918988545 -0.034873401246141585 -0.016904262953927145 -0.092069231350740494 -0.2345243922843665 0.083308453380984637
leaf_weight=0.43501052604188117 212.65496077948728 27.965468822629191 127.87517187119374 593.52624260046741 794.45514664289021 527.47389541499615 4058.2596301459653 430.51643668814086 175.88718929599463 178.69016730928342 123.12697100815785 25.065480638013472 1.2598072839246004 2.3271539155784913
leaf_count=43 10257 198 4561 7813 5879 18024 37529 25098 12352 5492 6745 18128 87 1093
internal_value=0 0.0236259 0.0345046 -0.000975621 0.0014333 0.0169327 -0.00214713 -0.0153983 -0.0374091 -0.0013602 0.000618681 -0.0859241 0.0741523 -0.0771699
internal_weight=0 308.055 280.227 6971.46 5973.71 1121 4852.71 997.749 388.542 609.207 151.092 27.8276 129.135 27.3926
internal_count=153299 30855 11591 122444 69245 25837 43408 53199 22609 30590 6943 19264 4648 19221
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=15
num_cat=0
split_feature=13 158 74 52 16 73 46 46 46 66 94 88 170 73
split_gain=15.6002 21.399 33.6889 24.5298 18.3815 19.4693 17.5627 2.73359 13.217 90.1615 2.87837 1.14108 0.616886 0.221496
threshold=0.24475220026099639 0.50421577098625214 0.61643593502910776 0.013041095772724925 0.39396225837395332 -0.01513071369493456 -0.058349729613646165 -0.0060959092858068687 -0.0065048036141193049 0.87309365488163604 0.023103364016445079 0.00022831116605070417 -0.18461694441151869 1.0422793770231225
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 8 10 -10 -2 13 -13 -9
right_child=7 2 -4 -5 6 -7 -8 11 9 -11 -12 12 -14 -15
leaf_value=0.0066990787117584584 -0.052785806972575899 0.19603220604512295 1.1096342456590449 -0.057416054430720599 0.082433981170482035 -0.0058079725853062737 0.013935337767479775 -0.080058729239669932 10.368377733608083 -0.080080761149208493 0.080103419363559608 0.056763293100578815 -0.082005659784371382 0.13366356860670006
leaf_weight=1956.9777442151317 8.8671867112007003 9.5186778474744624 0.33368533890461627 6.3770409996504904 42.158221650723135 3419.2859200226558 333.78667735219642 0.057827168202495893 0.0095702940598120234 0.060266248896368779 1.997004108285181 0.32401170089724729 28.319607959165296 0.30036786198616028
leaf_count=43151 10265 1756 12 981 1575 55001 5898 122 1 129 620 39 33748 1
internal_value=0 0.000562998 0.115229 0.0943539 0.000239478 -0.00125536 0.0216167 -0.0621534 -0.0195438 1.35176 -0.0283587 -0.0782178 -0.0804359 0.0991601
internal_weight=0 5768.44 16.2294 15.8957 5752.21 5376.26 375.945 39.9358 10.934 0.0698365 10.8642 29.0018 28.6436 0.358195
internal_count=153299 108374 2749 2737 105625 98152 7473 44925 11015 130 10885 33910 33787 123
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=15
num_cat=0
split_feature=16 85 157 151 139 61 61 4 89 127 70 128 158 123
split_gain=15.057 32.1519 29.6269 61.5953 48.4127 43.6133 39.0497 35.2088 33.4954 29.3212 45.5338 39.6285 25.83 58.3107
threshold=-0.25686267968557042 0.062808942693075617 -0.10720762877980582 0.075141242114019374 -0.11232217169879728 0.72371257134280709 0.72371257134280709 5.8016095912661809 -0.003612747363641844 0.42983831502856779 0.05927691805288627 0.31729843615153897 0.9081068767734215 110.50000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 8 7 -5 -6 -4 -2 11 -11 -3 -1 -14
right_child=2 9 4 5 6 -7 -8 -9 -10 10 -12 -13 13 -15
leaf_value=-0.065781048555579258 -0.089110049647500675 0.015794935104385382 -0.021368180627573383 -0.068753943884991481 0.025436628616425788 0.020510266747148141 -0.030153204464273581 0.080222451170208375 -0.0023647603715502541 0.44734861237818757 0.044616295258433934 -0.046723595794757836 3.4848361035688051 0.21160277990329102
leaf_weight=67.408356761483446 45.290245616666198 702.19556153439953 585.53612017088381 258.11616732098628 1069.6497703184859 69.465394593891688 143.29322978470009 36.225484531372786 2596.0456971767985 2.8512649842014062 182.38630748198193 118.4987157028263 0.056082423747283339 1.8410257800042016
leaf_count=13616 17249 10571 47760 2808 28741 390 977 128 27976 63 1247 1173 12 588
internal_value=0 0.0103402 -0.00275101 -0.00892466 0.0072392 -0.049825 0.0188694 -0.0154492 -0.00385216 0.0148791 0.0508153 0.00676799 -0.0555395 0.308366
internal_weight=0 1075.24 4803.62 2968.92 1834.7 327.582 1212.94 621.762 2641.34 1005.93 185.238 820.694 69.3055 1.89711
internal_count=153299 27270 126029 48423 77606 3198 29718 47888 45225 13054 1310 11744 14216 600
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=15
num_cat=0
split_feature=144 126 90 117 167 144 100 168 149 31 158 158 105 107
split_gain=15.8692 17.2295 31.4091 30.2339 26.8575 32.6563 31.3069 23.8177 12.2504 12.945 9.03778 9.07957 6.16756 5.40841
threshold=0.049652987177077952 0.92276870247109832 -0.032961238967437211 0.82509887965788631 -0.10423297788064491 0.30719391649116118 -0.00084879327346402825 201.27990013323708 0.23987320058713116 0.09249506537804672 -0.39104330318378372 -0.39547252009620998 3.080474151702068 0.81682337149031803
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 6 -6 -2 -3 10 -10 11 -1 -11 -12
right_child=1 2 3 -5 5 -7 -8 -9 9 12 13 -13 -14 -15
leaf_value=-0.024972040807641985 0.035047763525319291 -0.054128308027575511 0.015440376152771607 -0.0027480941542378664 -0.035335508293576019 0.0027136978061069756 -0.0037933154178428582 0.7755052373838337 -0.087802456521377387 0.15417199342490917 -0.087020565710626274 0.20889341927715166 0.027100470110819033 0.15077343854602657
leaf_weight=17.219937902202222 238.43327224113455 97.794431248410547 1785.991402507927 1871.6387610461747 545.72511204594457 384.48961556515678 1600.5183894550719 0.34726969513576378 8.1953008524396882 5.2995739475009058 52.290237356006401 1.837213711834919 13.677292695778304 0.9742840591352423
leaf_count=770 6812 7776 19422 24581 29887 38333 21048 4 747 15 3668 55 175 6
internal_value=0 0.000222837 0.00463521 0.00613319 -0.00576159 -0.0196085 0.00124271 -0.0511927 -0.0400178 0.0172286 -0.061526 -0.00242613 0.0625871 -0.082671
internal_weight=0 6524.94 3755.77 3657.63 2769.17 930.215 1838.95 98.1417 99.4938 27.1722 72.3217 19.0572 18.9769 53.2645
internal_count=153299 147863 51783 44003 96080 68220 27860 7780 5436 937 4499 825 190 3674
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=14
num_cat=0
split_feature=154 47 10 71 98 135 92 94 129 160 25 54 105
split_gain=12.8952 14.4881 21.9494 33.0566 16.5937 24.4201 14.2284 13.8801 7.70897 9.43221 15.7886 9.35906 4.20807
threshold=-0.48676252807013565 2.3419316741556062 0.81269964763941605 -0.091747476968509031 0.51470503325914574 1.7037179482300389 -0.045467963146598171 0.0031953071364731423 1.0181862484190034 0.22222594930933479 0.1553582750799013 42.22135984822031 4.2046057972782576
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 7 -6 -2 -3 11 -10 -11 -1 -13
right_child=1 4 3 -5 5 -7 -8 -9 9 10 -12 12 -14
leaf_value=0.25128665883399853 -0.011278644094412902 0.24555195877614017 0.038268606357097674 -0.051307487152454048 0.11027868306459294 0.0086656357686312902 0.0018935240891175026 -0.012139809815751584 -0.056273702540996812 0.51026984115910423 -0.011513523786444539 0.34700415164098075 -0.080131978307545537
leaf_weight=0.88645683048525725 897.24125774579443 2.149841535370796 53.713286646641791 176.8107279635733 45.437933949695434 49.325348238606239 9532.3888166461948 75.375580129213631 3.1982682088855645 0.9961496535688642 1.387862517731264 0.23209120891988178 37.100374795496464
leaf_count=23 17302 39 504 2395 495 860 129046 834 24 12 35 4 1726
internal_value=0 0.000550669 8.57362e-05 -0.0304358 0.0293178 0.057388 0.000760347 -0.00499381 -0.0538179 0.0559534 0.206512 -0.0698511 -0.0774765
internal_weight=0 10832.4 10660.2 230.524 172.289 94.7633 10429.6 77.5254 43.8012 5.58228 2.38401 38.2189 37.3325
internal_count=153299 151475 149247 2899 2228 1355 146348 873 1824 71 47 1753 1730
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=15
num_cat=0
split_feature=119 59 34 18 124 30 140 4 4 160 106 124 34 179
split_gain=16.391 17.6017 24.6205 17.4261 16.2143 15.5929 13.043 11.4495 9.27857 9.554 5.77998 1.87628 1.75387 0.808436
threshold=-0.28257055366584477 -0.19701757113788482 -0.036439153280113774 0.27155976520160025 -0.45525447426009163 12.063199106535832 -0.21333006863819087 0.081596344636936255 -0.016719626421417996 0.84028574267221579 -0.18146581971195588 -0.57753566606445639 0.57531351017771359 0.16817736900003544
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 6 -4 11 7 -3 -2 12 -10 -7 -1 -6 -13
right_child=1 2 3 -5 8 10 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.1952514828354267 -0.076405059833962286 0.16963205197122819 -0.012448333484909336 0.0016154309538700048 -0.091320750998263589 -0.090414696666870922 -0.072617901152542699 0.065319772097912301 0.064198443974916877 -0.1939668978227746 0.086718188391946491 -0.10842288820500377 0.092640452535895937 -0.021941700922107159
leaf_weight=1.8866468095220623 14.007281835666847 2.3081650473468462 1032.592413726099 6003.043368546394 5.0712653495065743 1.9157934167949395 59.911428177450944 9.6117973208165477 84.203560882506281 1.4582979147671711 47.93149052910212 2.9870069064199916 0.57724857330322255 1.6939504051115362
leaf_count=23 3380 78 14222 95658 2077 706 33226 281 2052 36 1492 15 2 51
internal_value=0 -0.000498475 -0.00100251 -0.000448652 0.0407021 0.048198 -0.0636311 -0.0187301 0.0516178 0.0598035 0.0799104 -0.11106 -0.0725209 -0.077127
internal_weight=0 7171.32 7097.86 7035.64 97.878 73.4664 62.2196 23.6191 91.3104 85.6619 49.8473 6.5676 5.64851 4.68096
internal_count=153299 149043 143184 109880 4256 5859 33304 3661 4167 2088 2198 89 2079 66
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=15
num_cat=0
split_feature=13 144 163 132 106 55 157 151 115 59 113 132 59 28
split_gain=15.219 15.8876 22.3722 16.5387 34.4971 23.0134 9.44642 9.07873 5.54653 2.35535 1.89654 0.909905 0.474566 0.33178
threshold=0.24475220026099639 0.65976492031815426 0.054934568893161777 0.07398593648233133 0.28116970945385927 0.12909544728877528 -0.23266728671412965 0.062065591565234189 -0.20513725994839987 -0.010826454447377577 -0.2964049842039454 0.024455150076277573 -0.006415990346652827 0.51096895968720657
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -5 -3 -4 9 10 -2 13 -11 -10
right_child=8 2 7 5 -6 -7 -8 -9 11 12 -12 -13 -14 -15
leaf_value=0.013157092548863126 0.11897993950837545 0.1056980583109407 0.018252542491498616 -0.0071580983420139847 -0.049491731026943167 0.01227864765119506 0.039532297316927138 -0.041638863361361821 -0.080072622597419887 0.16420290157559647 -0.070373671475174177 -0.081056774126892911 0.070966497573731899 0.12656423359325505
leaf_weight=1294.4675421196152 0.6870985400892099 34.6067982444074 74.958571135211969 3422.6315925527815 94.296225489571952 741.05609339999501 57.311303456692258 38.213142910208262 0.10604983066150353 0.91040102252736721 2.2981096359508228 31.697610762406839 1.3635696158162307 0.29069024324417114
leaf_count=26104 93 309 3016 53181 2458 16907 1223 5176 178 7 1001 43570 75 1
internal_value=0 0.000462824 0.0277954 -0.000546753 0.00890328 -0.00369873 0.0644434 -0.00197017 -0.0635743 0.0316176 -0.0267906 -0.079173 0.108294 0.0713296
internal_weight=0 5757.54 205.09 5552.45 1388.76 4163.69 91.9181 113.172 37.3535 5.25918 2.98521 32.0944 2.27397 0.39674
internal_count=153299 108374 9724 98650 28562 70088 1532 8192 44925 1176 1094 43749 82 179
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=15
num_cat=0
split_feature=73 74 98 157 148 92 27 52 35 52 57 169 45 6
split_gain=14.4283 38.4711 50.5965 37.0673 33.0887 29.6741 29.1335 25.549 42.952 39.6944 22.7088 21.8315 16.5285 17.3843
threshold=0.72321016234860835 0.74822739837221819 0.39403005838892663 -0.48460558049032953 0.63648461525419453 0.35285155735662399 0.53239271970739599 -0.096713427939141547 -0.060777943488508658 -0.18786516288090097 5.942560115342423 0.62123488237012403 -0.17537095103590719 0.10477957624876394
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 12 -3 6 -5 9 -9 -1 -4 -7 -2 -14
right_child=3 2 10 5 -6 11 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.088925786710481625 -0.041549278486904304 0.011492187300376176 -0.1078712212425051 0.038764142997650006 0.25995275643023374 -0.013507325414866704 -0.16280080121868515 -0.032643974451270756 0.0012817024002197146 0.046158530145418555 -0.040317414063471162 0.021508576788191347 -0.14831286934398538 0.061625140733991363
leaf_weight=24.32482797976354 18.737157450988889 87.868037464937515 70.200002593308454 242.54941958840936 5.7082071704789987 792.04235053039156 7.3891781121492377 419.10837193045882 3405.9532116805076 205.74271954045616 170.9182463469042 229.68965827254578 4.0325827300548545 180.25396687909961
leaf_count=951 121 669 427 1207 26 5010 21 9919 122123 8660 876 1320 11 1958
internal_value=0 -0.00317829 -0.0357636 0.00825443 0.0266484 0.00191966 0.0328051 -0.00048883 -0.0024355 0.0318762 -0.0599853 -0.0056356 0.0479332 0.0570312
internal_weight=0 4389.82 334.694 1474.69 93.5762 1271.67 249.939 4055.13 3825.06 230.068 241.118 1021.73 203.024 184.287
internal_count=153299 143651 1998 9648 695 7558 1228 141653 132042 9611 1303 6330 2090 1969
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
eeg_sp2r_c4min_norm=215
eeg_sp2a_c4min_norm=187
eeg_rn_c4min_norm=171
eeg_g3b_c4min_norm=167
eeg_kurt_c4min_norm=164
eeg_iqr_c4min_norm=147
eeg_at_c4min_norm=131
eeg_ar_c4min_norm=124
eeg_g3d_c4min_norm=120
eeg_sp2d_c4min_norm=116
eeg_sp_wave3_c4min_norm=116
eeg_sp2r_p2min_norm=105
eeg_g3d_p2min_norm=96
eeg_hmob_c4min_norm=90
eeg_petrosian_c4min_norm=88
eeg_hcomp_c4min_norm=84
eeg_gr_c4min_norm=82
eeg_std_c4min_norm=82
eeg_petrosian=80
eeg_alpha2_c4min_norm=79
eeg_fdelta_c4min_norm=77
eeg_skew_c4min_norm=76
eeg_ab_c4min_norm=75
eeg_sp2d_p2min_norm=75
eeg_perm_c4min_norm=74
eeg_as_c4min_norm=72
eeg_ar_p2min_norm=70
eeg_rn_p2min_norm=70
eeg_sp_wave1_c4min_norm=70
eeg_perm=69
eeg_g3b=66
eeg_gama4_p2min_norm=66
eeg_kurt_p2min_norm=66
eeg_empty_band2_c4min_norm=64
eeg_g3b_p2min_norm=64
eeg_nzc_c4min_norm=63
eeg_rem_wave_c4min_norm=63
eeg_beta2_c4min_norm=62
eeg_empty_band2=62
eeg_gama2_c4min_norm=62
eeg_gama4_c4min_norm=62
eeg_sp2r=62
eeg_db_c4min_norm=61
eeg_gama3_c4min_norm=60
eeg_sp_wave2_c4min_norm=60
eeg_theta2_c4min_norm=59
eeg_abspow_c4min_norm=58
eeg_delta4_c4min_norm=58
eeg_gama4=58
eeg_petrosian_p2min_norm=58
eeg_sigma_c4min_norm=58
eeg_sp2a_p2min_norm=58
eeg_fdelta_p2min_norm=57
eeg_higuchi_c4min_norm=57
eeg_sp_wave3_p2min_norm=57
eeg_alpha_c4min_norm=55
eeg_dr_c4min_norm=55
eeg_g3a_c4min_norm=55
eeg_empty_band1_c4min_norm=54
eeg_at_p2min_norm=53
eeg_ds_c4min_norm=53
eeg_gama2_p2min_norm=52
eeg_hcomp_p2min_norm=52
eeg_iqr_p2min_norm=52
eeg_beta_c4min_norm=51
eeg_g3t_c4min_norm=51
eeg_iqr=51
eeg_perm_p2min_norm=51
eeg_g3r_c4min_norm=49
eeg_gama3=49
eeg_gn_c4min_norm=49
eeg_higuchi_p2min_norm=48
eeg_sdelta_c4min_norm=48
eeg_dr_p2min_norm=47
eeg_ab_p2min_norm=46
eeg_alpha_p2min_norm=45
eeg_g3a_p2min_norm=45
eeg_gama3_p2min_norm=45
eeg_higuchi=45
eeg_gama=44
eeg_n_wave_p2min_norm=44
eeg_delta4_p2min_norm=43
eeg_gr_p2min_norm=43
eeg_alpha2_p2min_norm=42
eeg_da_c4min_norm=42
eeg_n_wave_c4min_norm=42
eeg_dt_p2min_norm=41
eeg_std=41
eeg_dt_c4min_norm=39
eeg_g3r_p2min_norm=38
eeg_gama_c4min_norm=38
eeg_nzc_p2min_norm=37
eeg_sdelta_p2min_norm=36
eeg_sp_wave1_p2min_norm=36
eeg_empty_band2_p2min_norm=35
eeg_gama_p2min_norm=35
eeg_sp_wave1=35
eeg_theta_c4min_norm=35
eeg_beta_p2min_norm=34
eeg_g3n_c4min_norm=34
eeg_hmob_p2min_norm=34
eeg_std_p2min_norm=34
eeg_beta3_c4min_norm=33
eeg_db_p2min_norm=33
eeg_delta_c4min_norm=33
eeg_ds_p2min_norm=33
eeg_g3n_p2min_norm=33
eeg_beta=32
eeg_ar=31
eeg_rem_wave3_c4min_norm=31
eeg_rem_wave3_p2min_norm=31
eeg_theta3_c4min_norm=31
eeg_beta2_p2min_norm=30
eeg_gn_p2min_norm=30
eeg_skew_p2min_norm=30
eeg_kurt=29
eeg_sp_wave3=28
eeg_abspow_p2min_norm=27
eeg_delta2_c4min_norm=27
eeg_delta3_c4min_norm=27
eeg_empty_band1_p2min_norm=27
eeg_ab=26
eeg_beta3=26
eeg_nzc=26
eeg_beta2=25
eeg_gama2=25
eeg_hcomp=25
eeg_theta3_p2min_norm=25
eeg_dn_c4min_norm=24
eeg_gr=24
eeg_hmob=23
eeg_theta_p2min_norm=23
eeg_dt=22
eeg_theta2_p2min_norm=22
eeg_as_p2min_norm=21
eeg_at=21
eeg_gn=21
eeg_rem_wave3=21
eeg_rem_wave_p2min_norm=21
eeg_beta3_p2min_norm=20
eeg_g3a=20
eeg_g3t_p2min_norm=20
eeg_rem_wave=20
eeg_dn_p2min_norm=19
eeg_sigma_p2min_norm=19
eeg_db=18
eeg_fdelta=18
eeg_da_p2min_norm=17
eeg_delta2_p2min_norm=17
eeg_sigma=17
eeg_sp_wave2_p2min_norm=17
eeg_theta2=17
eeg_delta3_p2min_norm=16
eeg_dr=16
eeg_g3r=16
eeg_alpha=15
eeg_abspow=14
eeg_delta_p2min_norm=14
eeg_g3d=13
eeg_n_wave=13
eeg_as=10
eeg_delta=10
eeg_rn=10
eeg_sp2a=10
eeg_sp_wave2=10
eeg_alpha2=9
eeg_delta3=9
eeg_delta4=9
eeg_g3t=8
eeg_theta=8
eeg_da=7
eeg_dn=7
eeg_empty_band1=7
eeg_g3n=6
eeg_skew=6
eeg_sp2d=6
eeg_theta3=6
eeg_delta2=5
eeg_ds=3
eeg_sdelta=2

parameters:
[boosting: gbdt]
[objective: multiclass]
[metric: multi_logloss]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 120]
[learning_rate: 0.1]
[num_leaves: 15]
[num_threads: 4]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 4]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 0.5]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 5]
[num_class: 5]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
