tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=151
objective=binary sigmoid:1
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14 Column_15 Column_16 Column_17 Column_18 Column_19 Column_20 Column_21 Column_22 Column_23 Column_24 Column_25 Column_26 Column_27 Column_28 Column_29 Column_30 Column_31 Column_32 Column_33 Column_34 Column_35 Column_36 Column_37 Column_38 Column_39 Column_40 Column_41 Column_42 Column_43 Column_44 Column_45 Column_46 Column_47 Column_48 Column_49 Column_50 Column_51 Column_52 Column_53 Column_54 Column_55 Column_56 Column_57 Column_58 Column_59 Column_60 Column_61 Column_62 Column_63 Column_64 Column_65 Column_66 Column_67 Column_68 Column_69 Column_70 Column_71 Column_72 Column_73 Column_74 Column_75 Column_76 Column_77 Column_78 Column_79 Column_80 Column_81 Column_82 Column_83 Column_84 Column_85 Column_86 Column_87 Column_88 Column_89 Column_90 Column_91 Column_92 Column_93 Column_94 Column_95 Column_96 Column_97 Column_98 Column_99 Column_100 Column_101 Column_102 Column_103 Column_104 Column_105 Column_106 Column_107 Column_108 Column_109 Column_110 Column_111 Column_112 Column_113 Column_114 Column_115 Column_116 Column_117 Column_118 Column_119 Column_120 Column_121 Column_122 Column_123 Column_124 Column_125 Column_126 Column_127 Column_128 Column_129 Column_130 Column_131 Column_132 Column_133 Column_134 Column_135 Column_136 Column_137 Column_138 Column_139 Column_140 Column_141 Column_142 Column_143 Column_144 Column_145 Column_146 Column_147 Column_148 Column_149 Column_150 Column_151
feature_infos=[1150.3663761896189:1903.4781806887747] [1158.5088961211511:1916.84579108047] [-496.81477567713546:573.10259120534784] [1159.8767670517543:1884.5959848901657] [1151.7894548779084:1919.4116678360419] [1426.1496448360797:1585.9817930954068] [1427.9817118206745:1588.9895054335384] [-113.02538114266532:114.69704651598067] [0:6.7333333333333334] [0:7.5333333333333332] [0:7.7333333333333334] [0:6.583333333333333] [0:1] [0:1] [0:1] [0:1] [0:5] [0:5] [0:5] [0:5] [0:8] [0:1] [0:1] [0:12] [0:1] [0:1] [0.20999999999999999:0.81000000000000005] [0.22500000000000001:0.76000000000000001] [0:13] [0:13] [0:30] [0:24] [0:4.5] [0:4.5] [0:22.550000000000001] [0:17.5] [0:35.5] [0.065285302506677897:0.80962131918207236] [0.090561906180844906:0.4288719106684401] [0.056651501780225801:0.79902050363656307] [0:26] [0:5.0899999999999999] [0:26.5] none [0:13.050000000000001] [0:1.76] [0:13.25] [0:3.7400000000000002] [0:12.6] [0:8.5600000000000005] [0:3.5299999999999998] [0:1.72] [0:7.3300000000000001] [0:5.0199999999999996] [0:2.5800000000000001] [0:3.77] [0:4.9100000000000001] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] none [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:1] [0:7.5333333333333332] [0:6.583333333333333] [2.0046118370484245:4.1840324763193504] [0.018042399639151999:0.1552651806302843] [0:0.45000000000000001] none none [0:0.1575] [-0.92000000000000004:1] [0:7] none none [0:1] [-1:0.61250000000000004] [-1:0.59166666666666667] [-1.3574999999999999:1.3799999999999999] [0:40.799999999999997] [0:36.299999999999997] [-29.999999999999996:31.499999999999996] [0:10] [0:10] [0:1] [0:1] [0:5.7999999999999998] [0:5] [0:5] [0:6.25] [0:4] [0:5] [0:1] [0:1] [0:10] [0:11] [0:42.100000000000001] [0:41.799999999999997] [0:1] [0:1] [0:11] [0:9] [-1:1] [0:1] [0:6.2000000000000002] [0:7] [0:5.2000000000000002] [0:6.5] [0:5] [0:6.5] [0:6] [0:7] [0:5.3330000000000002] [0:7] [0:1] [0:1] [0:8] [0:8] [0:11] [0:8.5] [-2.2999999999999998:1.8] [-2.2000000000000002:2] [1:30] [1:30] [1:12] [0:1] [0:1] [-5.1669999999999998:5.4000000000000004] [-6.4669999999999996:5.7329999999999997] [-4.5830000000000002:5.7329999999999997] [-0.045499999999999999:0.088099999999999998] [0.063600000000000004:1] [0:0.088800000000000004] [0.35623409669211198:0.51556156968876865] [0.1051136363636363:0.32744043043812449] [0.40430438124519602:0.64185836716283262] [0.32129131437355879:0.77537212449255755] [0.70399999999999996:1]
tree_sizes=2962 3216 3255 3098 3229 3462 2897 3356 2916 3242 3034 2910 3336 3134 3257 3318 3032 3328 3233 2920 3452 3462 3466 3254 2919 3054 3029 3351 3150 3144 3035 3144 3047 3045 2920 3246 3154 3353 3061 3128 3189 3267 3171 2622 3045 3061 2957 2507 2826 3040 3260 2718 3040 2077 2298 2411 3056 2603 2301 3360 3249 2936 3144 3062 2823 2399 2182 2505 3049 2501 2833 2521 2939 3076 2950 2944 3061 3267 2960 3249 2592 2736 2747 3142 2700 2954 2500 2838 2719 2848 2815 2187 2523 2626 2301 3052 3053 3388 2525 2859 2733 2421 2951 2734 1975 2283 2611 2077 2306 2194 2504 3043 2281 2951 2614 2415 1768 2732 3046 2281 3059 2407 3071 2606 1544 2198 3286 3163 2088 2493 2074 2190 1638 1754 1651 3078 1979

Tree=0
num_leaves=27
num_cat=0
split_feature=54 45 150 54 38 35 150 148 120 48 27 81 99 41 55 79 50 114 26 46 46 7 53 145 28 121
split_gain=424.808 180.707 95.7328 68.1568 31.8626 25.5157 19.1515 17.7496 15.7681 15.5018 13.5013 11.6217 12.5737 11.3145 10.8755 10.2953 9.34621 9.56768 8.15417 7.75648 6.69457 6.64778 6.36922 6.1314 5.35715 4.45995
threshold=1.3950000000000002 1.135 0.62017637310606066 1.5950000000000004 0.30113296764963554 7.5150000000000006 0.46962878840809003 0.26796584848230992 2.5280000000000005 2.0650000000000004 0.62050000000000016 0.22500000000000003 0.36931818181818182 3.4850000000000008 1.6850000000000003 2.8098448471773501 1.8250000000000004 2.4500000000000006 0.43683333333333335 7.205000000000001 2.8450000000000002 2.1416577046417165 2.2550000000000003 0.52015000000000011 4.8819444444444455 1.6835000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 10 8 22 11 -4 -8 14 12 -2 16 -3 23 17 -5 25 -18 -12 -20 -1 -9 -17 -6
right_child=3 4 5 13 18 -7 9 15 -10 -11 20 -13 -14 -15 -16 24 19 -19 21 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.74168991532519768 -0.72595558796999948 -0.73561191879415433 -0.71969868672153181 -0.7128078688323185 -0.7547274047438095 -0.68645657215591205 -0.73032581841141109 -0.73173539073032556 -0.70315048749743858 -0.71815396452613434 -0.73325777151773464 -0.73373713280703956 -0.71575654796609078 -0.68408021870861802 -0.740673009624088 -0.70979727361993794 -0.69843674417510171 -0.69579264475049951 -0.7465419983248659 -0.71621086859978011 -0.71081056141788901 -0.73898492416349393 -0.73260082533780901 -0.75129969636346683 -0.73019295716017185 -0.74035087800752097
leaf_weight=77.034438729286194 57.062547206878662 333.37695848941803 142.21742534637451 87.130120158195496 51.136821150779724 11.851452112197874 945.70198428630829 18.874534845352176 27.872859597206116 44.333209753036499 10.754095435142519 17.996649503707886 343.03369724750519 9.8762100934982282 354.66567802429199 10.534624099731447 68.255585312843323 15.801936149597166 137.16958463191986 11.631980776786802 10.754095435142515 71.767126679420471 52.453649163246155 9.8762100934982282 10.315152764320372 10.534624099731444
leaf_count=351 260 1519 648 397 233 54 4309 86 127 202 49 82 1563 45 1616 48 311 72 625 53 49 327 239 45 47 48
internal_value=-0.729333 -0.733446 -0.728533 -0.715124 -0.73997 -0.714998 -0.730732 -0.719272 -0.716987 -0.729781 -0.73773 -0.717923 -0.717211 -0.705055 -0.738221 -0.730651 -0.706188 -0.710196 -0.745844 -0.701025 -0.722034 -0.743946 -0.738008 -0.738456 -0.719888 -0.752272
internal_weight=2942.01 2281.62 1301.47 660.389 980.159 181.942 1119.52 467.693 170.09 990.035 709.551 418.093 400.096 192.696 688.043 49.6005 182.82 102.932 270.608 79.8876 21.5082 208.937 129.488 28.7507 20.8498 61.6714
internal_count=13405 10396 5930 3009 4466 829 5101 2131 775 4511 3233 1905 1823 878 3135 226 833 469 1233 364 98 952 590 131 95 281
is_linear=0
shrinkage=1


Tree=1
num_leaves=29
num_cat=0
split_feature=47 54 86 150 47 35 86 53 89 47 46 56 86 96 36 96 93 29 26 86 145 98 119 4 92 34 120 124
split_gain=440.563 136.247 95.7124 67.1278 58.2511 44.4262 29.2145 21.9333 21.9209 20.126 14.8957 12.0126 11.9254 15.5148 11.4219 10.7589 10.3237 9.8267 9.40391 9.3898 8.16894 7.98735 7.87988 7.74473 7.25661 7.13625 6.55258 4.66647
threshold=1.4650000000000001 1.4950000000000003 3.0750469043151978 0.47994140021624965 2.0050000000000003 8.3900000000000023 3.3279569892473124 1.6150000000000004 0.17000000000000001 1.6950000000000001 3.0950000000000002 3.0450000000000004 2.9128787878787885 4.5000000000000009 4.0850000000000009 3.5000000000000004 19.050000000000004 3.683333333333334 0.46316666666666667 2.9205263157894739 0.52505000000000013 0.58114035087719318 1.1000000000000003 1554.5945392565027 0.027083333333333303 1.905 1.1550000000000002 2.5500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 16 9 6 -5 11 22 19 15 24 13 -9 -11 -10 20 -12 25 -2 -1 -14 -4 -18 -3 -6 -20 -13
right_child=2 7 8 5 18 -7 -8 12 10 14 17 27 21 -15 -16 -17 23 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0078344325971515544 -0.0039374879117112611 0.027829983148718065 0.016854212065858326 0.0052990197405180092 -0.010115304041419486 0.042942902985927484 0.018286415236901877 0.009031340142167112 -0.011729136443923269 -0.0073498004788129512 0.027623714611151588 0.012027375359343118 0.039746520424980211 0.020952197314502433 -0.015332844530670346 0.011466398847477374 -0.0078093859065286337 0.0079050480423784805 -0.015962774584830447 0.006337151825499091 -0.020773059540905952 0.020245478474479391 0.039445300352486029 0.01232731301479186 0.041903829968767181 -0.022254607214906772 -0.0090934139421602958 0.027620314143079798
leaf_weight=47.731353551149368 575.47346901893616 64.256763190031052 12.503900289535524 757.75079092383385 24.677432283759117 13.762317091226576 77.246921703219414 105.81705455482006 22.330225020647049 485.08535474538803 14.708136379718779 23.902182891964912 12.124556124210356 75.872730880975723 85.294927284121513 12.69371461868286 19.261691108345985 33.590544447302818 121.66737654805183 38.400411948561668 33.691724762320518 28.452211514115334 12.49541652202606 12.912292093038557 19.279730141162872 95.298493966460228 104.46207454800606 11.509792760014532
leaf_count=218 2623 290 57 3445 113 62 351 480 102 2216 67 108 55 344 390 58 88 153 557 175 154 129 57 59 87 437 478 52
internal_value=0.00029217 0.0090204 -0.00665114 0.00514759 -0.00794468 0.00709142 0.00650051 0.0199432 0.0116239 -0.0058228 0.00666654 0.0269156 0.0162118 0.0140095 -0.0085436 -0.00332218 -0.00937598 0.01391 -0.015205 -0.00329475 -0.0131883 0.0260727 0.0281462 0.000271796 0.0310782 -0.0197578 -0.0127895 0.0170957
internal_weight=2942.25 1303.57 1638.68 962.357 1530.36 848.76 834.998 341.215 108.322 1184.25 83.3226 118.948 222.267 181.69 570.38 35.0239 113.597 48.2987 346.105 613.874 81.4231 40.5768 24.9993 32.174 83.5365 119.976 226.129 35.412
internal_count=13405 5922 7483 4377 6989 3858 3796 1545 494 5404 380 537 1008 824 2606 160 519 220 1585 2798 372 184 114 147 377 550 1035 160
is_linear=0
shrinkage=0.0201179


Tree=2
num_leaves=29
num_cat=0
split_feature=49 35 86 53 80 49 86 35 86 123 46 41 150 8 105 80 27 128 141 86 40 86 52 93 148 2 110 137
split_gain=383.174 155.028 90.1289 73.3624 58.8967 48.2877 30.4403 24.7923 21.5123 21.4254 18.1047 16.0267 13.2215 12.4934 12.4467 12.0699 10.8705 9.84793 9.28544 8.90157 8.47601 8.31113 8.00851 7.91332 6.66224 4.59278 4.27612 4.12723
threshold=2.3150000000000004 3.4450000000000007 2.9550505050505058 1.8550000000000002 0.078767816259205106 3.6850000000000005 3.3717607973421928 7.5150000000000006 3.7370689655172415 1.1290000000000002 3.2250000000000005 1.8550000000000002 0.62017637310606066 2.0333333333333337 0.19450000000000003 0.083441654795821468 0.49118055555555562 0.55000000000000016 -0.53799999999999992 2.8070719602977672 1.9750000000000003 2.4576098059244131 2.0050000000000003 22.050000000000004 0.2645079041305457 -10.320000343347031 7.9500000000000011 3.9500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 7 6 10 12 9 11 -3 21 24 -1 23 -8 19 -13 -12 -9 -5 -17 -2 27 -6 -4 -24 -15 -7
right_child=2 3 8 15 13 22 14 18 -10 -11 17 16 -14 26 -16 20 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29
leaf_value=0.0013545403574029505 -0.0094579700547966113 0.0076729815745546198 -0.011812936594446238 0.006634096976798203 -0.012130691637991005 -0.0085218336038654814 0.010407089829892141 0.045379695137446496 0.034589875542000208 0.020736820915588133 -0.0041211453913072285 0.00166175092760234 0.0096614119319657459 0.014399495786883716 0.032145550193025813 -0.0079402826092294498 0.015284137970260233 0.0054775440898906964 0.027241282471494682 0.01451259271422564 0.013084337266561247 -0.0036333950478466492 -0.015983109726579795 0.0046974758774020586 0.0061670541723239337 -0.0100402378711359 -0.0037683655196319825 -0.021314436919169292
leaf_weight=380.49419048428535 528.50215473771095 62.296744585037231 23.607776820659637 205.59717856347561 145.49112658202648 11.500805243849753 22.364740788936615 17.24865947663784 11.512277007102965 275.61572998762131 364.65272468328476 38.269637241959572 97.399339199066162 10.939933985471727 20.37114392220974 31.331129744648933 62.317128539085388 49.082145407795906 33.832286939024925 80.877929672598839 10.315735518932341 122.05336235463619 105.49756912887096 12.262255325913427 12.896940410137175 105.05204984545708 10.068464249372481 90.88868373632431
leaf_count=1729 2421 281 108 932 666 53 101 77 52 1242 1664 174 441 50 92 143 283 224 151 366 47 559 486 56 59 483 46 419
internal_value=0.000285754 0.00782066 -0.00670927 0.0143934 0.00108138 -0.00831537 0.00450229 0.0203032 0.00817571 0.0183284 -0.0062727 0.00595752 0.00304758 -0.00888171 0.0207695 0.00738721 0.0101014 -0.00298242 0.0333663 0.00885839 -0.0027324 -0.00836521 -0.0152624 -0.0108226 -0.00546049 -0.013018 0.00569205 -0.0198776
internal_weight=2942.34 1416.51 1525.83 717.115 699.391 1377.23 520.629 388.993 148.604 337.912 1064.29 137.091 477.894 178.762 42.7359 328.122 100.587 413.735 51.0809 286.475 41.6469 650.556 312.939 157.753 36.5047 210.55 21.0084 102.389
internal_count=13405 6420 6985 3239 3181 6309 2363 1751 676 1523 4868 624 2170 818 193 1488 457 1888 228 1298 190 2980 1441 722 167 969 96 472
is_linear=0
shrinkage=0.0201179


Tree=3
num_leaves=28
num_cat=0
split_feature=54 45 150 54 86 86 55 35 30 86 148 27 35 86 79 55 48 41 45 134 13 145 119 30 149 27 23
split_gain=374.788 162 86.2154 57.9187 49.7161 32.001 29.6654 23.1314 18.1445 17.0516 16.451 16.445 14.1662 13.7395 15.2001 13.6588 13.257 9.66269 8.66978 8.57576 15.0679 10.5403 8.39191 11.5685 8.3928 8.03068 5.45147
threshold=1.3950000000000002 1.135 0.62017637310606066 1.5950000000000004 3.2921747967479678 3.1143790849673207 1.7150000000000001 3.6550000000000007 0.10547710740265297 3.0919661733615227 0.26796584848230992 0.54414285714285726 4.9050000000000011 2.9550505050505058 2.9233292619089171 1.4650000000000001 2.8650000000000007 3.4850000000000008 1.3650000000000004 -0.080499999999999974 0.29166666666666669 0.20645000000000002 1.3665 0.16141439205955332 0.60980563244674457 0.62387500000000007 3.2250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 12 8 13 15 26 18 -10 -6 -1 25 -15 -4 -9 19 -8 21 -21 -5 23 -7 -24 -3 -2
right_child=3 6 7 17 11 22 9 16 10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28
leaf_value=-0.0025188324269783823 -0.010403292891119921 -0.0075080931681613316 0.011608809955549658 0.034427432981943576 0.011220259705198849 -0.0032964054706167544 -0.012435079108510532 0.01935989596305672 0.01035665147117539 0.0073309173315347356 -0.0034966996305735901 0.03816765714098512 0.013383071051159559 0.016377949104082346 -0.0097834286531268549 -0.0066482869355817091 0.043509464700610657 0.041695717893858758 -0.01933852046682628 0.02195489854682792 0.0039456825389454211 0.01942355182090004 0.034316714541066114 0.022612444119666987 0.015567628166306923 0.0093211423329740938 0.0059641637029681687
leaf_weight=1027.1241839081049 27.653441488742828 378.83093491196632 100.82417500019073 37.491836979985237 57.897095769643784 10.459738627076151 436.94420318305492 52.23010627925396 320.25260862708092 16.241485476493835 38.907519996166229 10.890077143907545 23.185190856456757 22.191305384039879 15.107630252838133 19.849529013037682 11.167989194393156 10.243173629045485 88.554888516664505 87.078093677759171 23.982796654105186 38.324713796377182 27.411689773201942 20.933494135737419 14.92667508125305 11.834029868245123 11.728685632348059
leaf_count=4686 125 1740 455 167 261 47 2017 234 1445 74 177 49 105 101 69 90 50 45 411 388 107 171 123 94 67 54 53
internal_value=0.0002795 -0.00361711 0.00101598 0.0135101 -0.00108263 0.00968697 -0.00984345 0.0137749 0.00743448 -0.012971 0.00885591 0.0154866 -0.0021678 -0.00588447 0.0057813 0.00860565 0.0236141 0.0226699 -0.0135984 0.021627 0.018066 0.0268432 0.0218623 0.0139798 0.0277068 -0.00699828 -0.00552859
internal_weight=2942.27 2272.87 1303.17 669.394 1119.1 472.274 969.704 184.072 398.542 541.741 359.16 68.7872 1050.31 427.964 37.2989 120.674 63.3981 197.121 525.499 186.877 111.061 75.8166 73.7316 31.3932 42.3384 390.665 39.3821
internal_count=13405 10396 5930 3009 5101 2131 4466 829 1800 2502 1622 310 4791 1964 170 545 284 878 2428 833 495 338 331 141 190 1794 178
is_linear=0
shrinkage=0.0201179


Tree=4
num_leaves=29
num_cat=0
split_feature=47 50 86 79 47 35 86 50 49 89 46 86 9 86 90 26 98 36 137 102 40 5 78 145 133 55 5 9
split_gain=389.503 118.928 86.5581 61.5076 53.3319 45.5927 28.1253 21.3704 19.7679 19.7279 13.7061 12.2621 9.48845 9.37504 10.0986 9.24339 9.13868 8.87501 7.89562 7.4133 7.3602 7.30229 7.28498 7.15178 5.66992 6.33394 4.76293 1.86195
threshold=1.4650000000000001 1.5050000000000001 3.0750469043151978 2.531887164040779 2.0050000000000003 7.5150000000000006 3.3717607973421928 1.8250000000000004 2.9050000000000007 0.17000000000000001 3.0950000000000002 2.9205263157894739 2.1083333333333338 2.8677595628415307 0.11249999999999998 0.46316666666666667 0.58114035087719318 4.0850000000000009 9.9500000000000011 0.51250000000000007 2.5350000000000006 1498.3300576683905 1.1833333333333336 0.52505000000000013 2.6835000000000004 1.0950000000000004 1512.8626331384519 1.8619047619047622
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 8 6 -5 13 11 22 21 -2 23 14 -3 20 -15 -10 -12 -17 -6 -11 -4 -1 25 -9 -7 -26
right_child=2 7 9 5 15 26 -8 24 17 10 18 -13 -14 16 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29
leaf_value=-0.0073032795690804583 -0.0039626049651072942 0.014701362432879761 0.016804626273812406 0.0048337894144694169 -0.0074049866071236444 0.045103148565652923 0.018710516078165675 0.009982493698976462 -0.0073981496869615733 -0.012516409054182031 0.0079219869159722397 0.0073120975107301978 0.0085890993297766064 0.03701532399150375 -0.003751555069956938 -0.016807432493246323 0.017920034894973628 -0.014806173482849174 0.025657433808484141 -0.0092591090593430129 -0.02127840272940695 0.0058551123176175555 0.038440405310553614 -0.018775003051611429 0.03007982468769687 0.026552510765909518 0.026404766509771093 0.042235104150518232
leaf_weight=53.170837953686714 630.84868600964546 170.44603456556797 14.077295467257501 795.90675775706768 18.330240234732628 10.288818478584291 63.856813684105873 10.860140368342398 427.51273040473461 17.511551886796951 34.373939007520676 41.616029590368271 10.010933697223662 13.976321235299109 12.911802828311918 85.395945087075233 37.003123700618744 77.288623481988907 14.423002034425734 137.38740213215351 99.491635337471962 17.514050453901291 11.401696369051932 37.516371756792068 10.224720492959024 66.625069916248322 11.88668356835842 10.192065119743345
leaf_count=244 2887 762 63 3598 85 45 285 48 1970 80 155 189 46 62 58 397 165 358 65 638 465 80 51 173 45 294 52 45
internal_value=0.000273409 0.00841646 -0.00630677 0.00489832 -0.00755191 0.00659908 0.00586446 0.0188217 -0.00552353 0.0109843 0.00627206 -0.00326485 -0.00999727 0.0155238 0.0134019 -0.0145628 0.0231553 -0.00853239 0.0131642 -0.0121525 -0.0191201 -0.00332979 0.0264868 -0.0120491 0.0267157 0.0242302 0.0350807 0.0361482
internal_weight=2942.05 1314.88 1627.17 982.637 1517.87 881.939 859.764 332.239 1177.27 109.302 83.8225 672.465 100.698 234.337 183.358 340.605 50.9794 504.801 48.7969 222.783 117.822 35.0256 25.479 90.6872 97.902 77.4852 22.1755 20.4168
internal_count=13405 5922 7483 4443 6989 3980 3883 1479 5404 494 380 3076 463 1047 820 1585 227 2328 220 1035 550 160 114 417 432 342 97 90
is_linear=0
shrinkage=0.0201179


Tree=5
num_leaves=31
num_cat=0
split_feature=47 79 47 54 79 50 47 131 4 9 30 29 41 25 143 25 93 93 92 9 8 127 38 28 142 45 8 120 48 93
split_gain=340.601 87.8505 72.0359 47.6704 32.1864 22.495 21.0654 16.0909 16.1198 13.9892 12.8855 12.6071 10.8129 17.1096 9.98326 11.2825 11.1286 8.83473 16.3005 8.6465 8.55715 8.53252 11.285 7.2704 6.67774 5.78387 4.78473 4.55588 3.68044 3.44924
threshold=1.4350000000000003 3.104222280902261 1.7150000000000001 1.4850000000000001 2.5211368095958204 1.8250000000000004 1.9850000000000001 1.5855000000000004 1400.6633685390323 0.44761904761904764 0.18212530712530714 3.0500000000000003 2.8250000000000006 0.53571428571428581 0.66100000000000014 0.77500000000000013 17.550000000000004 20.550000000000004 0.012083333333333252 1.1083333333333336 2.7416666666666671 1.5855000000000004 0.26330176601855182 5.1833333333333345 -0.14049999999999999 1.3950000000000002 1.6547619047619049 2.1835000000000004 1.2850000000000004 15.900000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 23 7 17 20 -9 21 -6 26 13 -5 15 -11 -16 19 -19 -4 -3 22 -2 -1 -14 28 -7 -13 -8 -27
right_child=2 5 6 12 10 11 25 8 -10 14 -12 27 24 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.015274178838050947 -0.0054250422356705019 0.0080826006508167483 -0.012008503546087047 0.0050064061022542673 0.00044764065577424222 0.026352511318144808 -0.0063437637107373705 0.038204804865222583 0.016035683037333479 -0.0022366022119377242 0.0072840962830101061 0.028596637421794233 0.012263335597065682 0.019791947946803497 -0.0095907097055834278 0.0043399762719336784 -0.00013205537009620231 -0.0057595069821076601 0.013524319633807525 -0.0060368675798364285 0.018301306243127122 0.024415941375566214 0.0209231591584676 0.0019489847691638283 0.03282256633742784 -0.021967327813593986 0.012158460843687083 0.043968578639279471 -0.012939554930001897 -0.010902525864979194
leaf_weight=54.042813807725906 18.179621696472172 197.19485679268837 161.59875698387623 75.895361885428429 320.10952070355415 15.757422983646391 38.863583207130432 14.622408121824263 144.09958715736866 461.85750728845596 171.29618485271931 20.556082829833031 10.236550062894823 54.368863314390182 126.60668241977692 136.86255680024624 83.580380335450172 92.595621481537819 21.945664465427399 249.89721557497978 39.874988898634911 11.862827852368353 10.310067832469938 12.148884057998655 17.040753990411758 42.914349317550659 24.653993666172028 12.583989411592482 288.08142551779747 15.532826229929922
leaf_count=250 83 882 747 338 1448 69 182 65 643 2109 774 90 45 242 578 625 382 428 101 1154 177 54 47 56 75 202 108 55 1344 73
internal_value=-8.49317e-05 0.00825624 -0.00569636 0.00381768 0.00105678 0.0150193 -0.00962438 0.0131206 0.0180781 -0.00148077 0.00283074 0.0252362 0.0135895 0.0111776 -0.00205747 -0.000733237 -0.00582953 -0.00700648 -0.00206473 -0.00838201 0.00980141 0.0100796 0.0041098 -0.0121129 0.0251074 -0.0131976 0.0176933 0.0344339 -0.0121555 -0.0190269
internal_weight=2945.17 1184.48 1760.69 715.139 557.597 469.343 911.429 395.792 158.722 849.26 491.406 73.5515 157.542 130.264 808.907 598.72 210.187 526.037 114.541 411.496 237.07 40.3525 28.4897 66.1917 27.2773 385.392 40.4114 33.1401 326.945 58.4472
internal_count=13426 5317 8109 3228 2528 2089 4231 1767 708 3878 2222 322 700 580 3694 2734 960 2430 529 1901 1059 184 130 306 120 1801 177 145 1526 275
is_linear=0
shrinkage=0.0201179


Tree=6
num_leaves=26
num_cat=0
split_feature=51 41 86 79 49 23 86 49 49 56 41 41 93 4 86 36 86 9 90 135 3 121 99 41 26
split_gain=306.807 106.708 88.7097 55.9072 40.9413 28.6826 35.2664 20.1323 18.3081 14.7926 14.0863 13.4677 13.3009 12.8295 11.7994 11.254 10.8322 9.69493 8.03152 7.4614 7.02356 6.90093 6.44839 6.20423 4.65377
threshold=1.175 2.4350000000000005 3.1371473354231978 3.104222280902261 3.6750000000000003 3.6333333333333337 2.8070719602977672 1.925 2.2150000000000003 1.2450000000000003 1.9650000000000001 2.2350000000000008 17.550000000000004 1555.268106186418 2.7905701754385968 3.5250000000000004 3.4330357142857149 0.51666666666666672 0.043749999999999956 0.28750000000000003 1411.0798080150703 0.95000000000000007 0.47213622291021667 2.5250000000000004 0.49387500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 10 6 -1 9 16 -3 14 -7 15 -11 -2 19 -5 -12 -14 -4 21 -6 -10 -9 -22
right_child=2 7 12 8 20 11 -8 23 22 13 17 -13 18 -15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=-0.0033037728604218626 -0.0086943564366642884 0.042530581779105466 -0.0014838628936663539 0.010719261075197658 0.0080511170373457584 0.0051223161509423619 0.0080783439062870489 -0.0059874128910851147 -0.016816261312661122 0.015727784659422678 0.0076472595096472038 0.018631575376805574 0.01643536619403942 0.026243715692929645 -0.00088326714426588697 0.026186585830607973 0.0226357249565231 -0.0037897083985987414 0.037934081632438346 0.018380968739597173 -0.017508061992375853 -0.010531816965333575 0.0025364243844926146 0.012096214937151061 -0.012249915244786438
leaf_weight=513.29855813086033 558.75509917736053 10.85810701549053 33.017997428774834 283.89845716953278 9.7729704678058607 103.81814076006413 140.28485794365406 16.6477235108614 10.775386571884157 176.57865896821022 32.324879735708237 41.93145290017128 18.946457192301754 63.967849686741829 91.023605823516846 10.690166443586348 34.642394423484802 416.60134533047676 11.186740830540655 9.9613134115934354 149.16193920373917 46.901719272136688 19.722120314836502 14.251912236213682 125.42162762582302
leaf_count=2335 2587 47 149 1267 46 471 631 75 49 776 148 188 85 281 418 48 153 1912 50 45 703 221 89 64 588
internal_value=-8.36398e-05 0.00659629 -0.00639692 0.00387215 -0.0075759 0.0009389 -0.000860709 0.0176777 0.0105896 0.0195611 -0.00570674 0.00900892 0.0137205 0.0185243 -0.00760016 0.00771471 0.0120152 -0.00296617 0.0244169 0.00312005 -0.0137754 -0.00732725 -0.00430104 0.00235311 -0.0151063
internal_weight=2944.44 1430.68 1513.77 1148.37 1429.96 799.333 653.583 282.304 349.038 251.405 1098.7 145.75 83.8027 240.547 649.779 53.6695 318.541 448.926 30.1332 42.9793 331.258 56.6747 30.4975 30.8996 274.584
internal_count=13426 6426 7000 5183 6623 3625 2966 1243 1558 1104 5065 659 377 1057 3005 242 1420 2060 135 194 1558 267 138 139 1291
is_linear=0
shrinkage=0.0201179


Tree=7
num_leaves=30
num_cat=0
split_feature=47 79 86 47 35 47 123 122 53 23 86 50 86 30 80 114 93 90 124 125 86 145 122 106 11 55 144 93 30
split_gain=313.897 79.8027 75.6433 55.2704 43.6128 24.1728 23.5555 19.6021 18.9425 18.3506 17.4926 17.0223 14.9337 14.2893 13.5371 12.6593 11.7615 14.2605 11.5787 15.2257 11.5418 10.8562 9.53228 8.48617 6.14721 5.21775 5.27192 4.69378 3.56112
threshold=1.4350000000000003 3.104222280902261 3.1371473354231978 1.9850000000000001 3.2050000000000005 1.2050000000000003 1.7435000000000003 1.8210000000000004 2.4650000000000003 3.5500000000000003 2.7815482502651117 1.8250000000000004 3.5819892473118284 0.18908278357097258 0.060862910538466958 1.5500000000000003 17.550000000000004 0.033749999999999954 2.7750000000000004 0.90000000000000013 3.4558441558441566 0.18665000000000001 1.4470000000000003 0.59050000000000014 1.3785714285714288 2.0350000000000006 -0.0043499999999999988 15.900000000000002 0.43019480519480519
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 7 21 11 14 15 -7 -10 20 16 -9 -1 -2 23 -18 19 -8 -3 -6 -14 -4 -20 26 -5 -27 -13
right_child=2 6 12 25 5 9 18 13 10 -11 -12 28 22 -15 -16 -17 17 -19 24 -21 -22 -23 -24 -25 -26 27 -28 -29 -30
leaf_value=0.0011410454551398904 -0.0038274803465257298 0.0067312935832508705 0.01126197983595865 0.0026643379279861421 0.0054726743122404482 0.0029207242040689778 -0.00109354170638456 -0.0051592888243779736 -0.0088324952376619397 0.013712813663719299 0.0020444234381377098 0.02922490381919236 0.039348396680049517 0.019592864460480842 -0.0092650746779870726 0.0025613512241353014 0.005396251084586386 0.035804262900422101 0.021731724586880326 0.018950738073318169 0.021441519211647917 0.021897011180793496 0.014483710665922802 -0.0059867615632555682 0.037884983040612885 -0.021288732201881912 -0.012539468376469624 -0.011322075566735318 0.014734433371034915
leaf_weight=80.682000368833542 586.97768683731556 202.97632984817028 19.469395235180855 9.5422014594078046 22.569715335965157 298.4707864522934 16.956880658864975 15.426230803132055 463.54524379968643 81.09488445520401 68.711492031812668 20.150318950414661 10.62070941925049 24.321782261133194 135.67553934454918 159.67010068893433 15.192854404449465 10.595728382468222 20.553708255290985 160.5604043751955 24.157179266214371 58.53242826461792 15.132831230759619 28.359235554933548 17.792170539498329 53.813188090920448 281.93866328895092 29.674454599618912 10.414459332823752
leaf_count=365 2693 901 88 45 99 1341 75 70 2153 362 316 87 47 110 624 731 68 47 90 707 106 257 67 128 78 256 1330 140 45
internal_value=-8.23769e-05 0.00789068 -0.00549555 -0.00651985 0.00365663 0.00735674 0.0142992 -0.00299888 -0.00452845 0.00522649 -0.00742833 0.0101926 0.0115522 0.00998636 -0.00538449 -0.00246122 0.00693926 0.0178903 0.0192016 0.017036 0.00829586 0.0173264 0.0247382 0.00103446 0.0292269 -0.0133119 -0.0120417 -0.0177463 0.0242878
internal_weight=2943.58 1190.33 1753.24 1653.87 716.773 460.668 473.561 256.106 1278.9 379.566 532.257 257.698 99.3708 39.748 216.358 746.648 73.6172 25.7886 215.863 177.517 227.134 81.1021 25.7535 47.8286 38.3459 374.969 291.481 83.4876 30.5648
internal_count=13426 5317 8109 7664 3228 2059 2089 1169 5893 1703 2469 1139 445 180 989 3424 331 115 950 782 1007 356 114 216 168 1771 1375 396 132
is_linear=0
shrinkage=0.0201179


Tree=8
num_leaves=26
num_cat=0
split_feature=47 41 86 47 150 123 86 53 53 23 86 122 41 86 130 19 114 23 93 26 3 122 105 48 35
split_gain=301.248 75.9344 72.6574 53.5968 51.9619 22.8572 21.0993 19.3413 18.289 17.9602 16.8861 16.3835 14.4062 14.1505 22.6664 12.3833 12.1715 11.4651 9.81793 8.63596 7.82941 6.94531 5.90725 5.37638 4.63584
threshold=1.4350000000000003 2.4350000000000005 3.1371473354231978 1.9850000000000001 0.56722990168501719 1.8920000000000001 3.131884057971015 1.9350000000000003 2.4650000000000003 3.4142857142857146 2.7815482502651117 1.9750000000000003 3.5050000000000003 3.5819892473118284 1.7320000000000002 1.0000000180025095e-35 1.5500000000000003 4.2678571428571432 17.550000000000004 0.4711805555555556 1411.0798080150703 1.0250000000000001 0.39850000000000008 1.385 5.4350000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 6 11 9 12 16 -1 -10 -6 19 15 -15 22 -2 -7 -17 -3 23 -22 -4 -5 -9
right_child=2 7 13 20 5 17 -8 24 10 -11 -12 -13 -14 14 -16 18 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.0051598091897764094 -0.0037556837534278927 0.0029710897088587439 0.027026278981529633 -0.010672140397215367 0.0034456022572915031 0.012746113718888509 0.019922561007346566 -0.011070899258033463 -0.0086837623385689951 0.0083240683145129023 0.0020018047117578378 0.011824374547665089 0.039619298824646723 0.044894007762799573 0.0070887569054732223 -0.0057788747559859377 0.0025075205875458532 0.028180401369466711 0.012840651904522105 0.018268469905760903 -0.018419138063216076 -0.012152186375180408 0.0069417167334290368 0.0018250700131066655 0.007565940638244872
leaf_weight=249.09277296066284 586.17261965572834 15.961369201540945 14.03798094391823 44.40899495780468 304.90745855867863 131.89800269901752 17.200649455189705 10.475176677107813 462.01507711410522 47.623744785785675 68.762092262506485 136.8438690751791 12.267945349216459 11.64591993391514 14.301293209195135 31.442649096250534 159.81516920030117 22.85565373301506 18.036242112517357 232.81942318379879 112.98476070165634 195.30855883657932 10.259704589843748 20.300444349646568 11.153499186038969
leaf_count=1137 2693 70 63 211 1363 584 77 47 2153 215 316 607 52 51 63 142 731 101 80 1014 538 926 46 96 50
internal_value=-8.11485e-05 0.00771351 -0.00539687 -0.00640486 0.00488544 0.00837206 -0.0017398 0.0168219 -0.00444492 -0.00299559 -0.00729944 0.00604116 0.0183366 0.0112786 0.0240572 0.00678422 -0.00241389 0.0150257 0.00100825 0.017287 -0.0131136 -0.014449 0.0185459 -0.00675144 -0.0014599
internal_weight=2942.59 1193.1 1749.49 1649.77 910.422 596.505 313.917 282.677 1276.76 296.717 530.777 441.751 261.049 99.7238 25.9472 73.7766 745.988 154.754 49.4789 248.781 373.003 308.293 24.2977 64.7094 21.6287
internal_count=13426 5317 8109 7664 4084 2655 1429 1233 5893 1352 2469 1970 1136 445 114 331 3424 685 222 1084 1771 1464 109 307 97
is_linear=0
shrinkage=0.0201179


Tree=9
num_leaves=29
num_cat=0
split_feature=47 79 86 47 35 47 123 79 53 86 50 27 86 130 120 4 124 29 86 93 90 24 145 91 9 55 10 96
split_gain=289.129 73.1469 69.7935 51.9733 40.7108 22.2176 21.7161 18.6933 17.6574 16.3001 15.6951 13.7922 13.4228 21.2948 13.0908 12.7031 11.9578 11.0298 10.9999 10.8492 13.3647 10.8031 10.278 8.65242 5.30252 5.09039 6.85208 5.58361
threshold=1.4350000000000003 3.104222280902261 3.1371473354231978 1.9850000000000001 3.2050000000000005 1.2050000000000003 1.7435000000000003 2.5211368095958204 2.4650000000000003 2.7815482502651117 1.8250000000000004 0.40050000000000008 3.5819892473118284 1.7320000000000002 1.4720000000000002 1393.2433910029033 2.7750000000000004 3.0500000000000003 3.4558441558441566 17.550000000000004 0.033749999999999954 0.69047619047619058 0.18665000000000001 -0.18749999999999992 0.65476190476190488 2.0350000000000006 0.30952380952380959 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 7 22 10 24 21 -10 18 -7 19 -14 -9 -8 -17 -12 -3 23 -21 -2 -6 -4 -1 26 -5 -27
right_child=2 6 12 25 5 11 15 14 9 -11 17 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 27 -28 -29
leaf_value=-0.027092716860103484 -0.0037838751974843304 0.0063639022552510758 0.013518667247554555 0.0044564851037917344 0.0050496416460602761 -0.013095812733849814 0.034051604284282375 -0.0049502534818125022 -0.0085373351286027067 0.0019601082636138776 0.011105540520803706 0.0058132715938094721 0.043429390356276146 0.0069311862788070232 0.0052949435813969036 0.014470363910445544 0.027149058930379735 0.035144014299062859 0.0206660168757422 0.0049923993931779839 0.034263324383346512 0.0017741016854573037 0.020976622761590315 -0.0048674797412617101 -0.010592054762458752 -0.020927438186262273 -0.012255185287249363 -0.009708988983608469
leaf_weight=9.6332987993955594 555.39077961444855 204.00210832059383 15.154075622558592 10.296655923128126 22.695085853338242 16.31032207608223 18.980178967118263 108.26899994909763 460.50056582689285 68.811552435159683 15.399031043052675 364.49009853601456 11.794912070035936 14.331846132874487 94.563863232731819 162.06089173257351 36.978431284427643 15.505063965916632 24.364708855748177 15.283608585596086 10.757230386137961 189.94618698954582 59.119245991110802 32.7381661683321 43.382464647293091 55.971863523125648 278.33908839523792 26.44199001789093
leaf_count=45 2554 901 68 49 99 73 82 493 2153 316 66 1630 51 63 428 708 160 66 106 68 47 870 257 148 203 270 1326 126
internal_value=-7.99176e-05 0.00754111 -0.00529993 -0.0062918 0.00348556 0.00704693 0.0136459 -0.00295393 -0.00436285 -0.00717263 0.00971077 0.00500334 0.0110134 0.0234086 -0.000173746 0.0183256 0.0168259 0.0231663 0.00788985 0.00663302 0.0170843 -0.00236744 0.0165586 0.000950123 -0.0135905 -0.0129182 -0.011659 -0.0173282
internal_weight=2941.51 1195.75 1745.76 1645.7 718.463 462.615 477.29 255.849 1274.65 529.312 259.271 380.8 100.06 26.1268 202.833 218.02 199.039 30.9041 228.367 73.9331 26.0408 745.337 81.8143 47.8922 53.0158 371.05 288.636 82.4139
internal_count=13426 5317 8109 7664 3228 2059 2089 1169 5893 2469 1139 1703 445 114 921 950 868 132 1007 331 115 3424 356 216 248 1771 1375 396
is_linear=0
shrinkage=0.0201179


Tree=10
num_leaves=27
num_cat=0
split_feature=47 54 47 86 86 80 23 54 47 89 86 92 54 133 133 78 143 86 78 120 134 36 136 147 133 94
split_gain=282.853 66.0757 55.0753 42.7462 36.4295 35.2998 27.3843 23.9425 16.5677 12.514 11.2615 11.9599 10.8001 10.4239 8.99562 9.48103 8.41174 8.95589 8.27782 7.34495 6.78563 7.56123 4.27636 4.02382 4.6971 1.98456
threshold=1.4650000000000001 1.5950000000000004 1.7150000000000001 3.3717607973421928 3.6485294117647062 0.024646199819576001 3.6333333333333337 1.4350000000000003 2.3550000000000004 0.090000000000000011 3.1026315789473689 0.012083333333333252 1.4850000000000001 2.4365000000000001 2.5855000000000006 1.9666666666666668 -0.86799999999999988 2.4749373433583965 2.2583333333333337 2.8945000000000003 -0.37299999999999994 4.5250000000000012 19.850000000000005 0.43873633682589819 0.95000000000000007 8.4000000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 10 7 -7 -1 16 -5 13 -12 -11 -2 15 19 22 -18 -17 -3 -16 -22 -4 25 -25 -10
right_child=2 14 8 9 -6 6 -8 -9 23 12 11 -13 -14 -15 20 18 17 -19 -20 -21 21 -23 -24 24 -26 -27
leaf_value=0.022713991957462768 -0.0025704309726008517 0.015954872763293791 -0.012118283545801444 0.039419412302786346 0.030013144265473121 0.00089050201223164435 0.0095530313607999143 -0.001747875448291375 -0.015083457639473665 0.012162307970707834 -0.0020856438822347218 0.016882522592834914 0.032709855369471783 -0.015592237789165072 0.038556756455810165 -0.0043117900216004994 -0.0087050580526690409 -0.003348656795098342 0.013014126791188674 0.030919919203059004 0.011880880480203098 0.029190772308309812 -0.024440332917281163 -0.024357377323999417 -0.0082402408128962445 -0.023786367942858433
leaf_weight=60.945333898067474 641.41428545117378 87.470934212207794 84.664633318781853 10.266834542155264 14.349746912717817 776.51045818626881 182.39173825085163 22.053327739238739 15.211131930351256 60.26051627099514 29.90770860016346 24.453305691480637 12.501710548996924 25.884525090456009 10.791432946920393 16.050216808915138 557.39262887835503 163.36969144642353 36.630790457129478 15.650246664881704 20.233728051185608 20.627578124403954 13.174514994025229 9.9207831025123578 27.909849435091019 35.064677447080612
leaf_count=265 2953 376 399 45 62 3497 811 97 74 263 134 108 54 119 46 69 2634 760 157 67 87 88 62 48 135 170
internal_value=-0.000229119 0.00665865 -0.00581569 0.00473472 -0.00172711 0.00362765 0.0025382 0.0162142 -0.00913454 0.0186268 -0.00235826 0.00644671 0.0156928 -0.00307556 0.0170912 0.014679 -0.00824236 -0.00749097 0.00773534 0.0182261 0.0243671 0.0206194 -0.0137776 -0.0174238 -0.012467 -0.0211534
internal_weight=2975.1 1332.38 1642.72 1124.93 736.01 1041.9 958.902 82.9987 906.708 83.0291 721.66 54.361 72.7622 667.299 207.455 155.802 818.601 720.762 52.681 103.121 51.6527 40.8613 97.8391 88.1064 37.8306 50.2758
internal_count=13580 5922 7658 5032 3376 4670 4308 362 4282 362 3314 242 317 3072 890 669 3855 3394 226 443 221 175 461 427 183 244
is_linear=0
shrinkage=0.0201179


Tree=11
num_leaves=26
num_cat=0
split_feature=51 35 86 68 86 86 54 80 28 54 45 30 86 89 104 95 99 127 7 5 35 10 10 80 149
split_gain=259.926 75.6169 51.2022 37.0529 32.1022 31.6523 31.2866 26.7373 21.6999 18.0863 15.9005 13.9725 13.5878 12.3519 11.4817 9.38678 11.1 9.69523 8.9545 8.11524 12.5184 8.08078 7.68914 7.67977 3.34828
threshold=1.175 3.6350000000000002 3.1143790849673207 1.0000000180025095e-35 3.3819444444444451 2.8070719602977672 1.2550000000000001 0.06302911005489141 5.5857142857142863 1.5050000000000001 1.3550000000000002 0.19634512683578101 3.7370689655172415 0.17000000000000001 0.5485000000000001 6.7499999999999991 0.78759398496240618 2.3165000000000004 34.620734926313851 1537.058094548798 5.955000000000001 1.5166666666666668 0.62142857142857155 0.066537312101342602 0.5124309890665032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 19 7 9 10 11 12 -5 23 -1 14 -6 -4 17 -17 -8 -9 20 -3 -15 -7 -2 -12
right_child=2 3 8 5 13 22 15 18 -10 -11 24 -13 -14 21 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00079427046507081587 -0.011330908645076408 0.016991892567885813 0.0075671025922912031 0.0023432152059305184 0.036613400500649151 0.0028131194952802142 -0.0033139267897674984 -0.0054495954469189253 0.031928248693413326 0.011232383669266995 -0.020105809497671396 0.0077912525296838482 0.025149833181347319 0.021847475404030547 -0.0091786156768742799 0.010494080431289601 -0.0072138934860843263 -0.023426043111715013 0.011219964050593259 0.0028995456792302084 0.030242725771893873 0.0033616562989934851 0.019202442668707732 -0.007119905111108364 -0.012092730950460689
leaf_weight=315.65872824192047 242.47670847177505 95.308444336056709 42.406492933630943 256.26588642597198 10.620544433593748 13.019767254590986 363.39385963976383 249.07841360569 13.421227261424063 145.08942836523056 57.06524658203125 182.17385675013065 10.931271225214003 18.150194108486176 27.201222136616707 42.264614462852478 21.673319965600967 9.9669794440269452 13.762786462903021 10.814331769943236 41.388811230659485 20.249087437987328 105.2598452270031 632.62926337122917 33.501760706305504
leaf_count=1416 1142 411 190 1150 46 57 1676 1145 59 628 279 809 47 79 121 195 100 46 63 46 176 88 460 2988 163
internal_value=-0.000224923 0.00576316 -0.00613264 0.0107782 0.001631 0.0082521 -0.00709552 0.0006141 0.00824465 0.00555666 -0.0091172 0.00335472 0.00429786 0.0174108 0.00102312 -0.0026311 0.00449142 -0.00385085 -0.00457672 0.0196768 0.021004 0.0120996 0.0173984 -0.00828671 -0.0171418
internal_weight=2973.77 1476.84 1496.93 667.147 809.694 519.635 1402.97 760.674 93.9602 401.355 965.673 497.833 80.539 49.0198 69.6077 437.299 63.9379 373.361 262.841 147.512 136.697 38.3993 118.28 875.106 90.567
internal_count=13580 6574 7006 2928 3646 2295 6589 3433 417 1778 4572 2225 358 213 311 2017 295 1722 1208 633 587 167 517 4130 442
is_linear=0
shrinkage=0.0201179


Tree=12
num_leaves=30
num_cat=0
split_feature=47 41 41 86 150 86 86 49 47 23 101 86 113 29 28 137 4 30 144 149 144 4 105 143 41 119 89 149 41
split_gain=261.306 69.5285 52.1425 40.5829 35.9972 28.6895 22.6681 20.8252 16.3646 16.3192 11.5886 11.3478 11.5077 11.2065 11.8618 10.6087 10.4282 9.94048 11.7829 9.72153 9.25413 8.46254 8.25106 8.03125 7.70829 6.51742 5.46425 3.80657 3.03639
threshold=1.4650000000000001 2.4350000000000005 1.9750000000000003 3.3819444444444451 0.47790319171422535 3.0750469043151978 3.2076149425287359 1.425 2.3550000000000004 3.6904761904761911 0.55000000000000016 2.7470930232558142 0.68150000000000011 5.4722222222222232 5.1339285714285721 7.9500000000000011 1417.3259779497985 0.13168094655242757 -1.0000000180025095e-35 0.58410568343975677 0.0022500000000000007 1477.5207241611258 0.20050000000000004 -0.86799999999999988 3.4950000000000006 1.2915000000000003 0.35000000000000003 0.5124309890665032 2.8250000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 10 13 8 16 23 -6 -1 12 -9 15 -15 -4 28 -8 -19 26 25 -13 -22 -2 -18 -5 -7 -10 -3
right_child=2 7 5 20 9 19 17 11 27 -11 -12 21 -14 14 -16 -17 24 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.012452846191995968 -0.013003931265570933 0.041566052876566985 -0.006070448039014277 0.034608959776286759 0.002800935082979837 0.035347683134328158 -0.0073210709197136974 0.0065283298342363261 -0.020354769985525448 0.0099082279064379077 -0.010717776538828072 0.00918944626404288 0.02318194432001934 0.009154633497384523 -0.0076856869938188282 0.00037382174760367643 0.016225389338376243 -0.0051653606945712 0.021426372995690356 0.0054275801782802287 -0.00028232807228451543 0.029655318631002493 0.020632764624794627 -0.0073331999800984723 0.033418290853418117 0.018396218680663313 0.015045456167996421 -0.011579181190279238 0.026986974287079045
leaf_weight=9.6508907675743085 114.90973298251629 10.853924363851549 234.83711211383343 15.491178780794142 698.41851709783077 10.462097197771074 15.648135036230086 137.51338513195515 54.930230915546417 160.87324404716492 92.139254420995712 13.718961045145987 19.130023926496506 63.995501205325127 23.016369745135307 184.70746947824955 75.278944119811058 10.185090437531473 19.959593936800957 19.940564125776291 15.996523872017862 20.247844457626343 14.601910114288328 840.19087959825993 12.276426017284392 28.504417791962624 11.01778522133827 31.472880125045776 12.383787512779234
leaf_count=45 543 46 1085 67 3121 45 70 597 271 710 429 59 83 295 106 853 320 45 88 88 69 87 63 3966 51 123 49 154 52
internal_value=-0.000220826 0.00637582 -0.00561457 0.00390097 0.00279149 -0.00055426 -0.00816486 0.0148798 -0.00877396 0.00413154 -0.00852086 0.0108481 0.0085622 -0.00187058 0.00469995 -0.0032333 0.0218161 0.00568815 0.0124415 0.0155436 0.0181955 0.0213895 0.00969836 -0.00801546 0.0186362 0.024105 0.0249343 -0.0171583 0.033797
internal_weight=2972.35 1337.08 1635.27 1035.68 961.082 547.977 1087.3 301.403 1041.5 859.292 101.79 190.61 156.643 506.556 87.0119 419.545 110.793 45.7928 30.1447 41.4204 74.594 33.9668 30.5984 955.101 87.5554 43.9956 21.4799 86.4031 23.2377
internal_count=13580 5922 7658 4627 4305 2521 5137 1295 4934 3831 474 826 680 2339 401 1938 469 203 133 182 322 146 132 4509 371 190 94 425 98
is_linear=0
shrinkage=0.0201179


Tree=13
num_leaves=28
num_cat=0
split_feature=47 41 54 79 123 47 55 142 120 41 47 89 38 16 4 4 143 131 1 53 106 121 41 90 132 30 39
split_gain=250.961 66.3539 50.463 34.3202 21.6953 17.9849 17.6573 17.3716 16.686 13.5159 12.1095 11.9092 11.6775 10.7261 12.6931 10.4872 10.337 10.3088 9.53483 9.31832 8.64171 8.63405 6.14094 5.49654 5.45341 3.52862 3.66721
threshold=1.4650000000000001 2.4350000000000005 1.2650000000000003 2.526178411230692 1.8920000000000001 2.3550000000000004 1.6850000000000003 -1.0134999999999998 2.4720000000000004 3.4850000000000008 1.175 0.93000000000000005 0.26660399547946728 1.5000000000000002 1478.2586449408188 1371.9354456392728 -0.86799999999999988 0.58550000000000002 1440.9643460214077 2.9050000000000007 0.40950000000000003 0.89450000000000018 2.0450000000000004 -0.14124999999999993 1.1055000000000004 0.18430384471817837 0.30256224082886057
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 18 8 16 9 12 -5 15 -6 17 24 20 -15 -3 23 -9 -1 -18 -8 -20 -13 -2 -4 26 -7
right_child=2 6 7 4 10 25 13 11 -10 -11 -12 22 -14 14 -16 -17 19 -19 21 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0055423499035996068 -0.023859313426076788 0.029541527166751277 -0.009486102594700287 0.0024127271029802375 0.016785479621026413 -0.021837373656718499 0.015523851803370374 0.013653928918010589 0.012119807755665705 0.03611285775889328 0.0065072078928556237 -0.020417959382553443 0.0032627068057863359 0.0011598069119951181 0.031920300790699685 0.014504644300547577 -0.0052539043839370308 0.00098666348060424329 -0.024889616189653067 -0.010002687666178105 -0.0047451025666505322 -0.0076598882898198219 -0.00069634128355453224 -0.011012241666446199 -0.023578346303516986 -0.005365265539698157 -0.012850715653872134
leaf_weight=17.269029378890991 15.314619973301886 20.728587001562119 25.00195424258709 677.0058878660202 83.549243316054344 45.694934383034706 11.195195555686949 27.785002365708351 80.156438514590263 14.293877974152563 104.32498452067375 15.252906367182733 18.422281265258789 10.406104877591135 11.353466480970381 198.98189061880112 672.19766929745674 405.21917051076889 14.653268799185751 222.63489601016045 35.538414120674133 59.863015547394753 10.999006181955336 112.50705982744694 20.012115567922592 9.7419496774673444 30.752329722046852
leaf_count=80 72 88 115 3022 364 226 49 127 352 59 460 70 85 45 49 850 3154 1861 69 1072 155 280 50 533 92 48 153
internal_value=-0.000216807 0.00623678 -0.00551453 0.00381807 0.00495876 -0.0079437 0.014527 -0.000361247 0.00344037 0.0171566 0.0110781 0.00100182 -0.0102294 0.00554278 0.01721 0.0159233 -0.00719988 0.00179951 -0.00792663 -0.00643541 0.000110246 -0.0110481 -0.0121553 -0.0125515 -0.0157513 -0.0167693 -0.0182224
internal_weight=2970.86 1339.32 1631.54 1036.82 945.037 1108.84 302.498 522.692 757.162 234.004 187.874 459.256 63.4364 68.4932 21.7596 219.71 1022.65 433.004 91.7853 894.833 46.7336 74.5163 26.2519 127.822 45.0141 86.1892 76.4473
internal_count=13580 5922 7658 4627 4198 5258 1295 2400 3374 997 824 2108 292 298 94 938 4831 1988 429 4226 204 349 120 605 207 427 379
is_linear=0
shrinkage=0.0201179


Tree=14
num_leaves=29
num_cat=0
split_feature=51 35 52 67 80 50 51 144 118 124 147 114 8 39 80 103 80 96 110 42 132 3 10 148 0 40 52 51
split_gain=231.139 67.974 42.2734 38.8912 28.3348 23.5721 14.2153 12.5557 10.3927 9.71555 9.24276 9.12191 13.9141 9.04061 8.3265 10.9479 8.66329 7.97557 13.4698 10.1432 11.8452 9.62062 7.02962 6.77973 6.36016 9.57232 5.23374 3.19332
threshold=1.175 3.6350000000000002 2.5750000000000006 1.0000000180025095e-35 0.06302911005489141 1.4950000000000003 1.3750000000000002 -0.0074499999999999992 2.9000000000000004 0.77500000000000013 0.48722211194918619 1.8540000000000003 1.6547619047619049 0.29809034443317145 0.066537312101342602 1.1355000000000002 0.057947988147223906 4.5000000000000009 21.850000000000005 5.2550000000000008 0.76400000000000012 1377.7345362664917 0.62142857142857155 0.25940328054298645 1348.3005951591881 1.4750000000000003 2.7950000000000004 1.5050000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 24 7 8 14 -1 -5 -7 -9 22 -13 27 16 -16 -2 18 21 20 -19 -4 -6 -15 -3 -26 -21 -8
right_child=2 3 17 5 11 9 13 10 -10 -11 -12 12 -14 23 15 -17 -18 19 -20 26 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.020897292920067811 -0.0068552361796022114 0.031956736274968145 0.012069281780437143 0.0028510633541661561 0.0049128953804419648 -0.00089537494485391884 -0.01570042187136457 0.0023805257431187264 0.02057876413256704 0.01374778680988702 0.0095772798480408608 -0.0039345132658874984 0.018704921877450858 0.0029861538302883 -0.00707665314328099 -0.00036080744032567993 -0.014399194182605124 0.021861624792083201 -0.024100741020918894 -0.015984969358274606 0.0027135645943881684 -0.0030047309388031651 -0.0068754232747816266 -0.011041780316391277 0.023137273597781099 0.012770833110211925 0.0024659285800653079 -0.026242607717712141
leaf_weight=17.464776620268822 148.07404075562954 13.686755955219267 18.400427654385567 278.51464156806469 22.869597971439362 20.181794166564941 90.221989035606384 440.96139158308506 14.059890940785406 200.67537152767181 86.374553039669991 31.222051352262497 16.952815651893616 17.296540811657906 453.90062174201012 125.3814569413662 105.5169256478548 14.41898003220558 11.612538471817968 16.40682411193848 140.35205182433128 249.34116956591606 195.35849906504154 71.925789624452591 67.602062344551086 77.257083833217621 10.022504732012747 13.352831006050108
leaf_count=77 695 58 85 1245 106 87 442 1964 62 862 378 143 77 84 2154 593 500 66 54 76 644 1146 901 354 286 328 46 67
internal_value=-0.000212839 0.00540577 -0.00581995 0.0101378 0.00148591 0.00744827 -0.00809353 0.00411515 0.00370301 0.0124097 0.00355933 -0.00389091 0.0040322 -0.0130162 -0.006954 -0.00562307 -0.00999424 -0.000756589 -0.00288879 0.00253055 0.00449751 -0.00196875 -0.00564001 -0.00832226 0.0188473 0.0176086 -0.00898777 -0.0170596
internal_weight=2969.41 1483.18 1486.22 671.978 811.204 513.432 1025.67 544.801 292.575 220.857 527.336 266.403 48.1749 192.797 832.873 579.282 253.591 460.554 279.354 181.2 154.771 267.742 218.228 89.2223 158.546 144.859 26.4293 103.575
internal_count=13580 6574 7006 2928 3646 2256 4889 2419 1307 949 2342 1227 220 947 3942 2747 1195 2117 1285 832 710 1231 1007 438 672 614 122 509
is_linear=0
shrinkage=0.0201179


Tree=15
num_leaves=30
num_cat=0
split_feature=47 80 49 48 86 86 123 54 86 23 28 53 86 39 42 9 138 42 124 145 80 37 39 80 40 37 30 0 37
split_gain=265.877 61.1169 53.2014 39.5738 36.8963 27.7608 22.2268 16.8459 14.3714 14.2826 16.1659 10.9841 10.9628 13.5366 9.83643 8.51758 9.93092 8.19224 8.13771 10.6423 7.84095 7.91176 12.1368 7.72232 7.16199 6.60626 5.73613 3.06496 2.75342
threshold=1.425 0.024646199819576001 3.7250000000000005 2.3250000000000006 3.2679487179487183 3.1143790849673207 2.1465000000000001 1.2650000000000003 2.4749373433583965 3.4142857142857146 6.7071428571428582 1.5050000000000001 3.7370689655172415 0.30016461275243606 7.035000000000001 2.2761904761904765 7.5000000000000009 1.7450000000000003 1.3665 0.17485000000000003 0.099154772414520406 0.46381032760154645 0.22063505205031428 0.069118206561503109 2.9050000000000007 0.49947471674986954 0.30068493150684933 1523.2317394825632 0.45348279994627005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 5 7 6 -3 8 -2 10 -5 18 13 -6 -11 26 -17 -9 27 -20 21 24 -23 -7 -4 28 -13 -1 -22
right_child=2 3 20 9 12 23 -8 17 -10 14 -12 15 -14 -15 -16 16 -18 -19 19 -21 25 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.037868979729707174 -0.0073427068922196316 0.00067615422477144028 -0.017506904358287737 0.0074014833375477245 -0.0032721200270747182 0.011311510037388093 0.015662393825850784 0.014020403047411728 -0.00093954279686924173 0.022943058352478819 0.026378787807695796 -0.00019483472935680711 0.026452932729637443 0.015692638088740683 0.004099908716436328 0.0079875606485463619 0.03234161720476645 -0.0016652474054896262 0.0059459820284967282 0.022676061128627589 -0.017996581852329167 -0.0095285043009789641 0.01302738494953604 0.029500658624354907 -0.009008563263310846 -0.0046492848925739905 0.013268970806501169 0.023706343845288892 -0.028001895305099299
leaf_weight=14.738761529326441 583.52176037430763 598.97917525470257 65.807631254196167 182.10070817172527 28.354931741952896 83.728471130132675 42.925666108727455 13.787856310606001 187.43707817792892 62.042077973484993 20.181391403079033 22.797138944268227 14.346584334969519 32.914409622550011 13.686787515878676 12.453521430492403 14.868428304791449 595.6619284003973 19.669696450233459 70.728516280651093 58.717411443591118 33.250027924776077 13.605467379093168 10.649020969867705 102.90040548145771 13.677791818976401 29.222128614783287 10.662849083542822 13.740810364484785
leaf_count=62 2770 2693 322 787 125 364 188 63 877 267 86 98 61 146 58 53 63 2735 83 299 292 162 66 47 505 67 125 45 68
internal_value=0.000341704 0.00760171 -0.00465367 0.00561805 -0.00306046 0.00317622 0.00167833 -0.00381 -0.00578597 0.012085 0.00929486 0.0179122 0.0106227 0.00691579 0.0195376 0.0121457 0.0212412 -0.00131037 0.0218631 0.0190359 -0.0123426 -0.0102924 -0.00297877 0.013364 -0.0123235 -0.0174734 0.0073684 0.0319242 -0.0198941
internal_weight=2967.16 1209.43 1757.72 1014.29 1456.02 736.282 641.905 1380.41 770.959 278.011 202.282 195.141 75.6159 61.2693 75.7289 79.3412 27.3219 609.45 115.8 90.3982 301.7 215.564 46.8555 94.3775 168.708 86.136 52.0193 25.4016 72.4582
internal_count=13577 5318 8259 4490 6777 3292 2881 6445 3647 1198 873 828 332 271 325 339 116 2798 489 382 1482 1055 228 411 827 427 223 107 360
is_linear=0
shrinkage=0.0201179


Tree=16
num_leaves=27
num_cat=0
split_feature=51 150 86 50 52 86 119 53 122 137 27 93 26 38 93 135 86 91 145 39 39 121 30 143 145 2
split_gain=237.898 79.7289 49.0851 37.1328 35.7216 17.6629 19.1803 17.5154 13.9593 14.0407 12.9323 11.916 12.7363 12.3421 11.8528 9.63709 9.40693 11.2132 8.81026 8.66527 16.831 8.53634 7.80362 10.6563 7.30663 6.75431
threshold=1.175 0.62017637310606066 3.2679487179487183 1.3950000000000002 2.1450000000000005 3.4246212121212127 2.1000000000000005 1.5850000000000002 1.1850000000000003 18.150000000000002 0.57133928571428594 15.900000000000002 0.57816666666666683 0.30500047957134563 17.550000000000004 0.30550000000000005 3.7370689655172415 0.12083333333333336 0.16665000000000002 0.33293509101910262 0.38860638606080361 1.2360000000000002 0.18908278357097258 -0.13549999999999998 0.24945000000000003 89.899125164280818
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 22 6 -1 19 24 -10 18 13 -13 -6 -7 16 17 -4 -9 21 -21 -3 25 -24 -5 -2
right_child=2 7 15 8 11 14 -8 10 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27
leaf_value=-0.001456361713446773 -0.015699035636403905 0.01212763711895052 0.0097832267911480853 -0.0076634008876643005 -0.0061095421677056835 0.0056178975386669888 0.0083810970830005427 0.021130018073104179 0.011670783358234503 -0.0019922605489264803 0.024505936074053342 -0.0036995399622942108 0.0058347425712991126 -0.020107217057400258 0.031405575329309932 0.027500464198189554 0.024161382658881236 -0.013962804338659544 0.0055931322230933656 -0.0098497609025813629 0.016161782646922411 0.022463852530109015 -0.021471082694686262 0.0045893085371548478 0.0089798143189781833 -0.005634066399456801
leaf_weight=596.17709901928902 191.68337242305279 44.124984189867973 30.242717444896698 29.918353319168091 528.16316935420036 18.807782232761387 92.68543541431427 16.397017240524292 267.37075521051884 34.350977897644043 19.372883886098862 549.52289025485516 63.23081773519516 26.787689745426178 11.702924177050589 12.629045128822325 11.331275805830954 10.966855973005293 149.04861707985401 12.616996541619299 49.827477961778641 121.09747631847858 9.13257083296776 20.845570296049118 16.598898619413376 31.409057021141052
leaf_count=2710 950 188 134 131 2489 81 417 71 1164 150 84 2583 296 130 50 55 48 49 645 54 211 512 45 102 73 155
internal_value=0.000334652 0.00604346 -0.00535169 0.00314115 -0.00613479 0.000530687 -0.000132735 0.0135553 0.00853368 0.0101152 0.0089541 -0.00464973 -0.00271567 -0.00678523 0.0155095 0.0117207 0.0079276 0.00346366 0.00713301 0.0172905 0.010906 0.0197035 -0.012987 -0.00334953 -0.00172439 -0.014282
internal_weight=2966.04 1480.1 1485.95 1067.61 1420.78 719.373 688.863 412.485 348.239 301.722 184.819 1167.7 612.754 554.951 30.5107 65.1699 52.5408 41.2096 165.446 227.667 62.4445 165.222 253.071 29.9781 46.5173 223.092
internal_count=13577 6541 7036 4776 6750 3258 3127 1765 1518 1314 800 5498 2879 2619 131 286 231 183 716 965 265 700 1252 147 204 1105
is_linear=0
shrinkage=0.0201179


Tree=17
num_leaves=30
num_cat=0
split_feature=51 79 54 53 53 109 100 29 79 101 26 132 5 8 113 48 6 10 144 26 132 50 77 132 148 28 136 44 29
split_gain=228.46 71.0275 44.3304 36.1137 19.6637 14.1585 13.4669 12.6268 11.1497 19.0317 12.5673 10.7501 10.6026 10.676 10.1125 9.80026 9.59543 9.37166 8.85258 8.796 7.97737 7.85871 7.78633 7.69411 7.40082 7.2699 7.19531 6.67299 6.57368
threshold=1.175 3.2324586768169588 1.385 2.9250000000000003 1.635 2.5000000000000004 2.9000000000000004 3.1339285714285716 2.526178411230692 0.55000000000000016 0.57316666666666671 0.81650000000000011 1471.6544908957824 2.8452380952380958 0.59050000000000014 2.3250000000000006 1495.135107367443 1.4833333333333336 -0.0033499999999999992 0.61211111111111116 1.0500000000000003 1.4650000000000001 0.93095238095238109 1.3540000000000003 0.26528267397832622 5.0500000000000007 3.9500000000000006 8.6050000000000022 3.6125000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 12 11 7 -4 9 -1 -10 17 -3 -14 27 21 20 -2 -18 -13 26 -6 -8 -22 -20 -16 -5 -7 -17
right_child=3 4 6 16 15 14 22 -9 10 -11 -12 19 13 -15 25 28 18 -19 24 -21 23 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.020004018302953244 -0.0069988692264781648 0.031299589021048832 -0.0028612219649454913 0.006297120087232197 0.0067820588581855076 0.00019619467741306882 0.033118677346687039 0.0080265019378492446 -0.00018512241780608568 -0.00963600469212594 0.010910333098974736 -0.0039790728338583662 0.013308272189830533 0.024068199308474831 -0.0014884840109546829 0.0090728519630573993 0.0059840548770687787 -0.019333450210867516 -0.010896169601365467 0.0075584848068913106 0.010663727657227683 -0.0068618687598459571 0.012695751931796945 -0.010939180861694443 -0.018603572284350479 -0.017121425498025613 -0.012028038086429278 0.0088575129693276178 0.023529586155519044
leaf_weight=9.7514131367206556 169.63399592041969 18.643882289528847 48.180079743266106 9.938065826892851 62.077409684658051 81.338567137718201 12.059652820229529 409.64310717582703 458.98372577130795 86.897877663373947 45.402588427066803 731.71513459086418 181.48887111246586 46.985637038946152 44.380619421601295 39.654403552412987 8.8057209402322751 29.226936742663383 104.32051207125187 27.757844686508179 18.133573174476627 23.573874950408936 20.234472900629044 10.557287752628325 97.609014958143234 16.52218322455883 68.044409319758415 64.591290146112442 18.751180127263069
leaf_count=45 799 78 211 49 272 384 52 1796 2071 408 204 3433 768 197 208 170 43 138 515 129 89 102 87 52 487 77 337 296 80
internal_value=0.000327753 0.00591269 0.00327594 -0.00525625 0.0132677 -0.00361744 0.0077664 0.00688069 -0.000385807 -0.0066454 0.000813627 -0.0046477 0.0167115 0.0155211 0.00115613 0.00735991 -0.0112721 -0.00881174 -0.0137608 -0.00355738 -0.00635556 0.00302674 0.0203226 0.00271432 -0.0146218 -0.00572963 -0.00969259 0.00402991 0.0137143
internal_weight=2964.9 1482.33 1091.15 1482.58 391.175 1165.17 490.117 457.823 601.036 96.6493 504.386 958.334 247.118 228.475 206.833 144.057 317.409 198.861 210.735 759.473 106.673 85.6513 32.2941 28.6909 201.93 60.9028 77.9825 145.93 58.4056
internal_count=13577 6541 4874 7036 1667 5464 2146 2007 2728 453 2275 4499 1043 965 965 624 1572 937 1045 3562 527 374 139 141 1002 285 386 680 250
is_linear=0
shrinkage=0.0201179


Tree=18
num_leaves=29
num_cat=0
split_feature=47 150 49 86 35 35 86 54 86 122 86 56 0 137 79 1 135 49 102 9 80 80 37 42 34 34 27 37
split_gain=235.95 60.0144 48.7625 33.8167 31.7053 20.4173 16.6202 15.5696 13.96 12.9726 14.686 13.813 12.5853 12.5722 12.3344 10.0914 10.9695 9.30951 11.2449 10.4123 8.40513 7.51946 7.61684 11.7079 6.99231 6.62068 4.80959 2.85121
threshold=1.425 0.62017637310606066 3.7250000000000005 3.2679487179487183 3.2150000000000003 7.5150000000000006 3.1464285714285718 1.2650000000000003 2.4749373433583965 1.1850000000000003 2.8019607843137257 1.3150000000000002 1605.4779539250328 7.9500000000000011 2.8632972740505496 1474.7750366296539 0.17650000000000002 1.6850000000000003 1.4965000000000004 1.7928571428571431 0.057032289462169657 0.099154772414520406 0.46381032760154645 4.5950000000000006 1.635 2.1150000000000007 0.47950000000000004 0.45348279994627005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 6 17 14 8 -2 11 -11 -6 -7 -9 -1 26 -17 19 -19 -3 -8 22 25 -24 -23 -4 -5 -26
right_child=2 5 21 15 9 12 20 13 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 24 23 -25 27 -27 -28 -29
leaf_value=-0.0062239130692411859 -0.0070630094301426831 0.0095521545380820826 -0.017467333054560837 -0.010472696356937837 0.020456988285471472 0.041040640795687131 0.0027819640121098904 -0.0037381847718677003 -0.00073770664306199035 0.0062024068559975113 0.014542066958226157 -0.003518260482081531 0.016416526639132008 0.0020990947211201646 0.002714641914854279 0.0088106330029860177 0.028730080292196262 0.0041253534624078316 0.01970758725151454 0.017930214689119754 0.023400718697746199 -0.0034147392982252938 0.011561586462888669 -0.0098101997824295677 -0.017428154081675307 -0.0089733737151333325 0.0073124843825771091 -0.027606191302165468
leaf_weight=165.58121640980244 579.71257767081261 103.97140277922153 56.006292730569839 10.698852509260179 11.246920913457869 16.622562080621719 17.034395918250084 345.00693310797215 186.69923515617847 326.56026694178581 115.7584837526083 71.911667943000793 16.986375913023949 263.29813374578953 100.34392613172531 34.185558706521988 16.634560465812683 88.96110063791275 23.748136982321739 142.10131776332855 15.091720268130301 13.110595554113386 15.632241427898405 30.843498185276985 57.480241894721985 110.27862660586834 14.486630901694296 13.821555614471434
leaf_count=767 2770 441 279 47 49 68 74 1588 877 1431 501 317 70 1210 449 150 72 385 102 598 66 65 76 152 292 548 63 70
internal_value=0.000320999 0.00712669 -0.00441336 -0.00289253 0.00404152 0.0136017 -0.00119978 -0.00361475 -0.00552216 0.0070144 0.00838498 -0.000275595 0.0285955 -0.00121157 -0.00285102 0.0101704 0.0153309 0.0121971 0.00740864 0.0143903 0.0124682 -0.0118377 -0.00982187 -0.00262158 -0.0169184 -0.0118343 -0.000242418 -0.0194012
internal_weight=2963.82 1215.92 1747.9 1450.72 823.529 392.391 298.051 1374.72 766.412 525.477 442.319 83.1586 33.6089 608.305 265.925 76.0056 50.8201 358.782 112.709 246.073 32.1261 297.173 212.761 46.4757 84.4124 166.285 25.1855 71.3018
internal_count=13577 5318 8259 6777 3654 1664 1356 6445 3647 2298 1932 366 138 2798 1216 332 222 1526 487 1039 140 1482 1055 228 427 827 110 362
is_linear=0
shrinkage=0.0201179


Tree=19
num_leaves=26
num_cat=0
split_feature=51 150 86 49 48 35 86 23 143 41 120 49 145 5 77 136 140 109 104 27 103 93 35 1 80
split_gain=211.09 69.5445 45.4208 35.4425 34.4884 21.1307 19.018 16.411 14.8069 14.4519 13.3976 13.2394 11.9958 11.9847 10.813 10.2889 12.3222 9.16487 8.85694 9.89175 8.46089 7.52946 7.51233 8.33424 5.70443
threshold=1.175 0.62017637310606066 3.2679487179487183 3.7250000000000005 2.0550000000000002 7.5150000000000006 3.4023809523809527 3.5500000000000003 -1.0129999999999997 2.2050000000000005 2.4720000000000004 1.6850000000000003 0.87185000000000012 1521.8528438223204 1.7928571428571431 13.750000000000002 1.0000000180025095e-35 2.5000000000000004 0.79750000000000021 0.4813392857142858 0.67450000000000021 15.900000000000002 2.7850000000000006 1512.3775085828506 0.099154772414520406
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 15 6 11 9 8 -6 -1 -9 14 -13 -7 -3 17 -17 -2 19 -4 -21 -8 24 -24 -5
right_child=2 5 18 22 7 13 21 10 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26
leaf_value=-0.0021576342656432278 -0.0063280691981920231 0.0091673894711717888 0.0019935760903460648 -0.011786210667983372 -0.0049820544579257543 0.038685234637604635 0.0070708111738625734 0.011480676817737142 0.0066608496987998573 0.0072974504836117561 0.034479315319034691 0.0041554098880306591 0.024578435731181604 0.014570582752869026 0.017624091255167548 -0.0021028271602928188 0.013842663661673676 -0.00079062842544423738 -0.00015087980503135967 0.0095416247904098368 0.030622850670365832 0.0301909375321836 -0.0015538711623003028 -0.014154718316356464 -0.01888158306662787
leaf_weight=505.35852979123592 680.16928362846375 106.67710211873055 14.037088111042975 138.53788909316063 51.665517866611481 18.6598881483078 12.353238493204119 97.259510815143585 306.26778435707092 75.157570242881775 11.459856092929838 119.30605939030647 12.89871624112129 15.086224764585493 143.54208867251873 268.81841969490051 21.158310025930405 147.14080074429512 19.268892019987106 12.798891648650168 19.366108000278473 10.588310793042181 48.526318714022636 37.787373960018158 68.560503095388412
leaf_count=2307 3217 452 62 695 225 76 53 420 1340 337 49 517 56 62 602 1269 100 691 84 56 84 45 239 187 352
internal_value=0.000314408 0.00566631 -0.00507415 -0.00583439 0.00295246 0.0126445 -0.00022351 0.00705952 0.00498025 -0.000933502 0.013905 0.0112978 0.00614807 0.027905 0.0140187 -0.00420026 -0.000939329 -0.00534322 0.0113066 0.0160851 0.0222346 0.0177419 -0.012057 -0.0070705 -0.0141352
internal_weight=2962.45 1486.28 1476.17 1410.7 1070.11 416.17 603.458 466.653 357.933 580.516 108.719 382.424 132.205 33.7461 250.219 1117.29 289.977 827.31 65.471 46.2021 32.165 22.9415 293.412 86.3137 207.098
internal_count=13577 6541 7036 6750 4776 1765 2742 2034 1565 2644 469 1627 573 138 1054 5277 1369 3908 286 202 140 98 1473 426 1047
is_linear=0
shrinkage=0.0201179


Tree=20
num_leaves=31
num_cat=0
split_feature=47 54 147 86 47 86 86 136 145 148 136 91 141 41 141 131 39 138 46 11 35 3 94 100 19 27 136 86 98 138
split_gain=192.309 89.8204 45.9648 40.0133 27.9215 24.1828 16.0663 14.387 11.7906 11.6184 11.5368 10.6097 10.3546 10.0381 9.86697 9.7325 8.97261 8.54985 8.10783 7.73253 7.00262 6.84355 6.04951 5.85313 8.17182 10.1073 5.82088 4.99747 6.94537 3.38195
threshold=1.655 1.4950000000000003 0.51497848158142856 3.0956959706959712 2.0550000000000002 1.0000000180025095e-35 2.7703296703296707 4.1500000000000012 0.19715000000000002 0.26356968113433638 13.850000000000003 -0.57208333333333317 -0.087999999999999981 2.3450000000000002 0.27050000000000007 1.9500000000000002 0.37732763856445378 7.5000000000000009 3.2450000000000006 1.9666666666666668 3.6950000000000007 1576.9090770917335 13.050000000000002 1.1000000000000003 3.5000000000000004 0.50316666666666687 21.750000000000004 2.4152298850574714 0.6858552631578948 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 8 14 10 12 -2 -5 -8 21 22 19 -11 -15 -10 -4 -17 -9 -3 27 26 -26 -25 29 -29 -6
right_child=4 7 15 11 23 -7 9 13 18 16 -12 -13 -14 17 -16 20 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0012051156261484095 -0.015613910050893465 0.0022037609191881287 0.0029462812083634361 0.028850486854735253 -0.018949132615281489 -0.004727057950009903 0.005394683826632574 0.00024736258447315677 -0.0056165565154739482 0.0047321194319462226 -0.0017674426031944683 0.008154342988584919 -0.0097452257758961405 0.0089197810454884167 0.030176970124789676 0.016451065262935261 0.026177862202666879 0.01642482888260946 0.0079878523807615769 0.019353346208393581 0.036292207655940198 0.017263374947843826 0.021889217635955149 -0.01357298968723583 0.013004085842061549 -0.011620577499881045 0.0033165647314004009 -0.016965831943349566 0.0043405279215959882 -0.012365707159663616
leaf_weight=892.92271812260151 93.229680776596069 11.54730497300625 23.636340618133545 10.633777484297751 88.89029461145401 403.94942325353622 32.229997605085373 49.346578225493431 483.65531553328037 32.445054054260254 32.967201963067055 175.2190093100071 42.249330222606659 123.5678599178791 28.676861733198166 15.140134409070017 10.436029970645903 122.193454682827 18.404270768165588 22.881675198674202 13.73000819981098 11.866587147116659 13.954736351966856 89.607553079724312 13.258967161178591 13.734150007367132 9.0964992940425855 12.981958866119387 11.838430419564245 48.998331323266029
leaf_count=4045 448 49 100 46 452 1842 149 212 2327 151 158 759 194 520 121 64 48 510 86 96 57 51 59 451 66 69 46 65 59 249
internal_value=-0.000285207 0.00348292 0.00138761 0.000608459 -0.0072793 -0.000642631 -0.00522324 0.0125227 -0.00649961 0.00160937 -0.0119968 0.00933854 -0.00319352 0.0108357 0.0220806 0.0167117 0.00995158 0.0126514 -0.00511784 0.0110169 0.0258874 0.00354616 0.012976 -0.0125948 -0.00933389 0.000474742 -0.0120164 -0.0151139 -0.00680318 -0.0166098
internal_weight=2953.29 1919.27 1558.11 1482.72 1034.02 1296.87 745.617 361.153 628.256 117.36 126.197 185.853 74.4793 306.974 54.1789 75.3882 42.8811 245.761 502.06 46.518 28.8701 61.2132 25.502 288.406 125.697 26.9931 98.7041 162.709 24.8204 137.889
internal_count=13549 8531 7009 6692 5018 5887 3561 1522 3019 542 606 805 343 1293 229 317 199 1030 2413 196 121 263 108 1457 632 135 497 825 124 701
is_linear=0
shrinkage=0.0201179


Tree=21
num_leaves=31
num_cat=0
split_feature=47 54 79 86 89 38 89 47 136 86 30 93 145 141 41 141 138 11 3 146 138 3 101 31 54 30 135 27 38 144
split_gain=185.034 85.9236 47.4015 41.0952 32.1455 27.5032 19.9792 18.899 13.672 13.0588 11.4686 10.5269 9.77957 11.1147 9.58842 9.34159 9.19221 8.98043 8.84864 8.28028 8.1525 6.53478 5.85435 5.53172 7.188 6.32132 8.93289 4.2104 3.62869 2.80417
threshold=1.655 1.4950000000000003 3.477603621576836 3.0956959706959712 0.070000000000000021 0.30053410302515021 1.0000000180025095e-35 1.1650000000000003 4.1500000000000012 2.7703296703296707 0.15480030721966204 19.050000000000004 0.19715000000000002 1.8740000000000003 2.3450000000000002 0.27050000000000007 5.5000000000000009 1.7238095238095241 1522.8764991334426 0.00065000000000000008 7.5000000000000009 1576.9090770917335 1.1000000000000003 0.18933143669985777 1.0550000000000004 0.1201503759398496 0.29450000000000004 0.56118055555555568 0.21599244386743946 0.00035000000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 9 -1 16 15 12 11 -11 17 -14 21 22 -4 -2 -9 -12 -16 -10 -3 25 -25 27 -27 -7 -17 -26
right_child=5 8 7 4 -6 23 -8 18 14 10 19 -13 13 -15 20 28 -18 -19 -20 -21 -22 -23 -24 24 29 26 -28 -29 -30 -31
leaf_value=0.00076248758187670758 -0.013797804536185477 0.0020819754538082759 0.0013974650371028111 0.038388542754539491 0.0067410167407282841 -0.016992588568940998 -0.0046805758226636136 0.0072614392430250937 0.00024237034703491589 0.0017224022566128009 -0.013220587793186614 0.019911574684795954 -0.0054954693788023777 0.016641979181463113 0.0087233758230661311 0.022741937579328717 0.019658230008796213 -0.00021803124572874021 -0.016148029791909952 0.0032532133962274207 0.016042577584143843 0.016840196248306259 0.021421909587681184 -0.0037634917365374086 -0.027690179615851469 -0.01137190544492408 0.0013170183561189341 -0.0052492798603135018 0.037048086254982647 -0.014511948067391402
leaf_weight=841.5365649163723 105.84742841124535 11.563747704029085 12.822711333632467 14.049388527870176 172.27044956386089 84.580286428332329 403.94081957638264 17.573972642421726 49.349749088287354 52.41506963968277 29.742712989449501 17.072650834918022 501.85245753824711 9.3500509262084943 123.80562219023705 15.478893429040909 85.931013703346252 24.220725923776627 10.404019460082052 21.11457134783268 122.58409962058067 11.91950638592243 14.011734813451765 9.1866507232189161 22.996217831969261 99.781661316752434 28.973955944180489 14.473229765892027 13.384919956326485 9.133683890104292
leaf_count=3823 512 49 54 59 746 433 1845 76 212 244 138 79 2424 45 520 65 361 117 45 96 510 51 59 46 116 503 145 74 56 46
internal_value=-0.000279929 0.00341027 0.00135923 0.000315413 0.00912743 -0.00715605 -0.00100283 0.0131521 0.0122382 -0.00520256 0.000878348 0.00619147 -0.00634375 -0.00509055 0.0105938 0.0215316 0.0172872 -0.0112691 -0.00144346 -0.00638097 0.0123649 0.00347149 0.0126778 -0.0126843 -0.0194572 -0.0114559 -0.00851645 -0.0152768 0.0293764 -0.0239442
internal_weight=2951.37 1920.63 1558.53 1431.8 186.32 1030.74 1245.48 126.732 362.098 761.616 120.345 69.4877 641.271 511.203 307.659 54.4393 98.7537 130.068 27.978 50.8573 246.39 61.2693 25.5755 269.126 41.3166 227.809 128.756 99.0535 28.8638 32.1299
internal_count=13549 8531 7009 6473 805 5018 5668 536 1522 3655 557 323 3098 2469 1293 229 415 629 121 234 1030 263 108 1363 208 1155 648 507 121 162
is_linear=0
shrinkage=0.0201179


Tree=22
num_leaves=31
num_cat=0
split_feature=47 50 80 86 38 89 80 86 138 136 141 30 13 26 85 27 94 137 9 144 49 26 30 4 142 136 113 136 5 3
split_gain=178.034 81.9177 40.8435 39.0941 26.7294 22.2575 17.5369 12.5933 12.4497 12.0465 13.1159 11.0096 9.99152 9.90909 9.2335 9.79687 8.35102 8.19147 8.17849 8.14625 7.41553 7.19512 7.84273 10.1588 6.50063 5.82005 5.81661 5.24309 4.40744 2.76296
threshold=1.655 1.5050000000000001 0.024646199819576001 3.3717607973421928 0.30053410302515021 0.070000000000000021 0.10467592153390461 2.7703296703296707 5.5000000000000009 4.1500000000000012 0.12400000000000001 0.15480030721966204 0.29166666666666669 0.46612500000000007 -0.16426313105558385 0.53527777777777785 20.550000000000004 5.8500000000000005 1.4476190476190478 0.014250000000000002 1.6650000000000003 0.4870714285714286 0.11706919685643087 1498.2252400351142 -1.0000000180025095e-35 7.0500000000000007 0.47750000000000009 14.050000000000002 1493.1132736162278 1440.5800493039467
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 7 -5 -4 14 -1 10 24 12 -9 28 15 -2 -13 -10 -16 -15 -12 25 27 -24 -3 29 -27 -23 -11 -6
right_child=4 9 3 5 21 -7 -8 11 17 13 20 16 -14 19 18 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0045953012728931373 -0.019387687160156951 -0.00077890757304916684 -1.2473241689532429e-05 0.038276067469716471 -0.013600290476660554 0.0093502684867848417 -0.016323517092907306 0.013169761796204481 0.00018775167461470831 -0.011828389372783008 0.036828030954816161 -0.010322124444831247 -0.0021057681905155058 0.012419928721118842 -0.0074231561480800883 0.0026918596246421991 0.010164282166983457 0.01851333735894491 -0.0025659887229382999 -0.0008255880040257366 0.018759437333265735 -0.018878586066130135 0.0046279563186404256 -0.010466632579583655 0.019959911453276968 -0.007710246909278966 -0.020538848172309727 -0.0021979764342212895 0.0063325145730451877 -0.022195017603337822
leaf_weight=13.328076913952826 38.113097652792931 13.223785907030107 1347.8005489259958 12.531171336770056 21.623831927776337 76.45974400639534 27.216794535517693 37.197440177202225 11.277932628989218 10.785690203309061 18.380929872393608 40.695538118481636 32.445975989103317 250.65133333206177 362.032236546278 10.339241921901701 10.039755120873449 79.243267476558685 229.09549258649349 20.314563721418381 18.396344020962715 37.638614386320114 27.904607370495796 51.071314841508865 11.381675869226454 49.0350591391325 20.198329091072083 9.5658517181873304 10.84794309735298 50.517101302742958
leaf_count=56 185 56 6105 52 110 325 129 172 47 46 76 188 151 1053 1757 50 46 329 1106 85 78 193 140 256 48 252 103 49 46 260
internal_value=-0.000274756 0.00333938 0.00136582 0.000501002 -0.00703457 0.0134235 -0.000335336 -0.00510928 0.0135574 0.0120807 0.0201836 0.000860063 0.00605299 0.0103808 -0.00623281 -0.014676 -0.00626802 0.0162303 -0.00554074 0.0114269 0.0277902 -0.0125031 -0.00901091 -0.00513316 0.0088139 -0.01562 -0.011453 -0.0154985 -0.00272148 -0.0196189
internal_weight=2949.35 1921.84 1567.86 1464.01 1027.51 88.9909 1375.02 759.959 103.849 353.982 61.3827 120.379 69.6434 292.6 639.58 48.4523 50.7353 90.5212 591.128 270.966 36.7773 267.555 126.18 78.9759 24.6055 141.374 69.2334 47.2045 21.6336 72.1409
internal_count=13549 8531 7043 6611 5018 377 6234 3655 432 1488 258 557 323 1230 3098 235 234 376 2863 1138 154 1363 638 396 104 725 355 242 92 370
is_linear=0
shrinkage=0.0201179


Tree=23
num_leaves=29
num_cat=0
split_feature=51 41 86 150 38 86 148 55 142 55 149 9 148 28 143 44 113 98 55 7 115 107 26 40 145 134 130 86
split_gain=165.228 71.9189 39.6796 37.474 28.8224 24.1908 15.5777 13.3173 15.5306 12.7549 11.2518 9.24611 8.90766 8.90513 8.44436 12.2454 8.65581 8.34858 8.27574 7.93516 7.75993 7.6742 7.59217 7.06205 6.16535 6.05421 4.76764 4.51639
threshold=1.2050000000000003 2.4350000000000005 3.0618622448979598 0.62017637310606066 0.30053410302515021 3.9466666666666668 0.28892252608904478 1.4850000000000001 -0.60949999999999982 1.405 0.57888813010597684 1.591666666666667 0.24423393900191323 5.9500000000000011 0.06900000000000002 7.1650000000000009 0.28650000000000003 0.81101190476190488 1.6950000000000001 28.689029702627639 0.41450000000000004 1.0000000180025095e-35 0.4870714285714286 3.0250000000000004 0.20835000000000004 0.28750000000000003 1.2930000000000004 3.3279569892473124
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 17 6 -1 19 12 20 14 -11 -9 -10 15 -4 -16 18 -2 26 -5 -19 25 -24 -21 -6 -3 -12
right_child=2 7 10 9 22 -7 -8 8 13 11 27 -13 -14 -15 16 -17 -18 21 -20 24 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.00038074552262762324 -0.0022488966240251911 0.0034065395494230297 0.0033020285133724099 -0.0039071519846246823 -0.018060865682267228 0.027843928953223514 -0.013288098933109649 0.0057117486936283509 0.0069844833726351837 -0.0079123560986529753 -0.011022927635987103 0.0099770424705535616 -0.019810615032883214 0.019258823926865912 -0.0043980655261666749 0.03099486191360129 0.018866435143389225 -0.0059615978439594396 -0.0068412221079605191 0.019222733564609074 0.011507856921054391 -0.0141421406854785 -0.012924474268859818 -0.0030843485327450198 0.036740192632974469 -0.007704032033135833 0.01548401941675253 0.005606419832155104
leaf_weight=1100.3842926770449 410.02583341300488 14.965040281414984 10.285085916519167 14.093891412019728 110.90264314413071 12.735026374459265 34.812210619449615 10.74434742331505 72.115935489535332 29.375956624746323 13.837481647729875 19.425400659441948 11.413573384284971 35.799921602010727 16.215118899941448 17.391224578022957 10.772637441754339 143.4575389623642 259.23943097889423 27.209409579634666 212.27975887060165 68.613395407795906 75.739085748791695 48.373928353190422 11.600162923336027 28.773296967148781 114.11706928908825 12.65487791597843
leaf_count=4962 1946 62 47 60 573 53 165 45 307 129 63 85 49 150 73 76 47 691 1266 112 902 331 386 245 48 149 471 56
internal_value=-0.000269669 0.00375105 -0.00591271 0.00186927 -0.00687611 0.000270898 -3.84205e-05 0.0127386 0.00790646 0.00853706 0.00768089 -0.000791323 -0.00743454 0.0110564 0.0128958 0.0207039 0.00488811 -0.00512996 -0.00402774 0.0164822 0.0105481 -0.00860837 -0.0127101 -0.00908928 0.0244589 -0.0159274 0.0140839 -0.00307915
internal_weight=2947.35 1721.07 1226.28 1423.11 1145.13 1147.93 1135.2 297.965 130.074 275.175 81.1564 48.8014 22.1579 107.916 54.6641 27.6763 26.9878 881.336 669.265 167.892 226.374 212.071 263.789 124.113 38.8096 139.676 129.082 26.4924
internal_count=13549 7600 5949 6356 5587 5180 5127 1244 551 1176 362 214 94 457 243 123 120 4234 3212 693 962 1022 1353 631 160 722 533 119
is_linear=0
shrinkage=0.0201179


Tree=24
num_leaves=26
num_cat=0
split_feature=47 54 150 47 47 148 136 145 29 41 3 141 138 56 109 26 20 145 149 3 26 115 109 111 37
split_gain=165.116 75.7447 42.4733 25.4475 17.56 17.4634 12.4502 12.1363 9.39216 8.8037 8.47778 8.36556 7.58796 7.50039 7.23264 7.15161 7.00973 7.48176 6.32997 6.182 6.0328 5.88937 5.58221 5.53984 3.14422
threshold=1.655 1.4950000000000003 0.67433880603523477 2.0550000000000002 1.1650000000000003 0.28892252608904478 4.1500000000000012 0.21325000000000002 2.3166666666666669 2.3450000000000002 1522.8764991334426 0.27050000000000007 7.5000000000000009 1.8550000000000002 1.5000000000000002 0.60183333333333344 2.5000000000000004 0.98895000000000011 0.50980383840885701 1576.9090770917335 0.39050000000000007 2.5355000000000003 1.0000000180025095e-35 8.2500000000000018 0.42646632597903139
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 13 8 7 11 -1 -4 19 -6 22 -11 16 -15 20 17 -2 -18 -8 -5 -22 -3 -7 -13
right_child=3 6 4 15 10 23 9 -9 -10 12 -12 24 -14 14 -16 -17 18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0031408422295585879 -0.0048430430354818067 0.0015970243096921149 0.021247470670530968 -0.024498090106529685 0.0068228979119446071 -0.018423355503426744 -5.5636863072283584e-05 -0.00075828025598206233 0.0085436673086061923 0.0080814360170132164 -0.016078184793738758 0.035071798990565763 0.015119848556002629 -0.0040215807900730489 0.018815827571529782 0.0047890217236486472 -0.02160165952930268 0.013032722437718065 -0.0075501227323398106 0.016028921872987684 -0.011066329817652362 -0.024434169394423076 0.020421022459349319 -0.0039157276188583022 0.021781523333072955
leaf_weight=511.612473487854 643.40861985087395 11.624382689595224 61.246003150939941 16.103119939565659 17.664606213569645 25.051032617688179 49.531693145632744 876.75340932607651 38.276748090982437 124.53266644477844 10.390579879283903 12.906579211354257 123.45644818246365 12.08971217274666 10.47556199133396 9.975500136613844 18.209075167775154 9.6177172660827619 45.153801932930946 12.017229571938513 242.10328787565231 14.11742742359638 14.124154239892958 18.537420764565468 16.320003837347031
leaf_count=2300 3102 49 256 85 76 119 212 3966 159 520 45 53 510 57 49 51 89 46 218 51 1248 73 59 88 68
internal_value=-0.000264667 0.00320566 0.00127587 -0.00680279 0.0123988 0.00028488 0.0114621 0.00067854 0.0163616 0.00989514 -0.00165855 0.0202846 0.0115854 -0.00483994 0.00658 -0.0119408 -0.00519966 -0.00457976 -0.0115883 0.00308471 -0.0125536 -0.0118029 0.0119231 -0.0122537 0.0276508
internal_weight=2945.3 1924.05 1559.53 1021.25 127.578 1431.95 364.513 1388.37 99.5228 309.538 28.0552 54.9751 247.989 738.954 22.5653 282.299 716.389 653.026 63.3629 61.5489 272.324 256.221 25.7485 43.5885 29.2266
internal_count=13549 8531 7009 5018 536 6473 1522 6266 415 1293 121 229 1030 3561 106 1457 3455 3148 307 263 1406 1321 108 207 121
is_linear=0
shrinkage=0.0201179


Tree=25
num_leaves=27
num_cat=0
split_feature=47 54 47 79 79 86 86 41 86 79 26 135 54 149 4 104 86 108 149 10 39 4 3 91 90 119
split_gain=176.444 45.4673 38.0062 32.4683 24.6838 19.5053 16.9818 16.0483 15.2352 14.9756 14.9334 12.8736 12.2224 11.3312 10.3003 10.5683 8.14117 7.32203 6.94402 6.9018 6.85657 5.18475 4.77584 4.64699 3.97014 3.80617
threshold=1.4650000000000001 1.4850000000000001 1.6950000000000001 2.5152597294757348 3.477603621576836 3.4246212121212127 3.1143790849673207 2.5450000000000004 2.4749373433583965 2.9186300963401863 0.46211111111111119 0.69450000000000001 1.1850000000000003 0.58410568343975677 1660.6627522771221 0.46050000000000008 3.5327702702702708 1.0000000180025095e-35 0.50980383840885701 0.27619047619047621 0.086871655850083412 1547.1131784796178 1499.6359813875481 -1.0000000180025095e-35 -0.0054166666666665992 1.2250000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 17 6 14 -5 -6 10 12 18 16 -10 -12 19 -16 20 23 -4 -2 -3 -13 -7 -1 -19 -11
right_child=2 11 8 4 7 22 -8 -9 9 25 13 21 -14 -15 15 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.013814919870953275 0.011744741162838655 -0.0055369694685363981 -0.017397352020655527 0.0015352033567326178 0.0097805806541116126 0.024863816864072342 0.0097420293135621755 0.031978059926536448 -0.0042041553142790709 -0.0091081059150548444 -0.0071627836610528538 0.016905832858028918 0.0068823704041615173 0.0089506991980715395 -0.0043202467765392129 0.016135623806747487 0.025375583606190574 -0.0085869195298588687 -0.0099004973780019868 -0.0024486345559394029 0.010146865912882908 0.03396759886802464 0.00751318816106448 0.0041674293661660526 -0.02236357178183361 -0.024227604962356361
leaf_weight=9.4219841957092303 14.200804054737089 11.667973980307577 85.379606857895851 664.47152870893478 107.71931222081184 13.216436833143236 120.56300839781761 15.020723953843115 103.40994663536549 14.841313123703005 483.31438516080379 17.345808193087581 65.891632288694382 18.33243502676487 16.841764226555824 26.004488989710808 13.806551486253737 13.889711201190947 120.71419931948185 588.07224774360657 340.06819753348827 12.337980881333349 12.490213081240652 15.197251453995703 21.690176323056221 12.346619114279745
leaf_count=45 66 49 436 2972 453 56 515 61 506 69 2405 72 310 89 78 120 57 66 602 2730 1421 51 53 72 103 58
internal_value=0.000207031 0.00550623 -0.00437938 0.00315851 0.00410734 -0.000751127 0.00279559 0.0124971 -0.00707108 -0.00211499 -0.00844703 0.0112561 0.000110643 -0.00657391 -0.00143593 0.00809478 0.0102214 -0.0111493 -0.0130063 -0.00211396 0.00962657 0.0239978 0.0164339 -0.00271428 -0.0169856 -0.0159745
internal_weight=2938.26 1363.2 1575.06 967.974 907.775 670.826 785.035 122.74 904.23 196.49 707.741 395.227 169.302 501.647 645.119 42.8463 365.543 60.1991 206.094 602.273 351.736 29.6838 25.7066 24.6192 35.5799 27.1879
internal_count=13515 5937 7578 4287 4001 3103 3487 514 4475 943 3532 1650 816 2494 2994 198 1527 286 1038 2796 1470 123 109 117 169 127
is_linear=0
shrinkage=0.0201179


Tree=26
num_leaves=27
num_cat=0
split_feature=49 149 49 41 48 96 86 86 86 26 37 50 4 131 86 34 79 26 19 127 40 45 86 121 138 102
split_gain=161.426 48.1341 33.7631 30.5585 17.8149 15.8608 13.1039 12.6324 12.1412 11.7507 11.3809 11.194 11.1464 11.1175 10.9052 10.5793 9.84642 9.65502 9.49505 9.48766 9.48755 10.1384 8.00016 7.34028 7.04542 3.16519
threshold=2.3150000000000004 0.52887135189419909 2.8850000000000002 2.4350000000000005 2.7050000000000005 3.5000000000000004 3.1143790849673207 3.1026315789473689 3.4428104575163405 0.46316666666666667 0.6912273191736219 1.3050000000000004 1660.6627522771221 1.8450000000000002 2.9023809523809527 1.2950000000000002 2.5152597294757348 0.47950000000000004 1.5000000000000002 2.1340000000000003 1.905 1.2650000000000003 2.4472222222222229 2.0500000000000003 8.5000000000000018 0.97650000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 8 6 11 16 12 13 22 17 14 -7 -3 -2 -10 -1 -5 -9 -12 25 -22 23 -4 -24 -11
right_child=2 3 9 10 -6 7 -8 18 15 20 19 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 24 -25 -26 -27
leaf_value=-0.011417740301818982 -0.0073172293617358979 0.0034041919014444312 -0.013587310406197458 -0.0011567766159722051 0.018767355720853481 -0.00030892683624871009 0.013849330103990001 0.027412325290927152 0.00047200267332918197 -0.022407919143427251 0.0021161495825052345 0.012704805424437807 0.0136479549352999 0.0095842460071152574 0.0027155662215552906 0.019409541855113479 -0.0019158650680464761 0.017109696833720975 0.0035868748546677509 0.0182409962982336 -0.0033445209808227088 -0.0094916222631729209 -0.0095124279274185833 0.0033364850391599241 0.0051393704290619109 -0.0086662718731001544
leaf_weight=52.961663380265236 223.25207360088825 652.39623668789864 187.66956807672977 12.58848977088928 16.672460049390793 290.81677353382111 18.6564080119133 13.114000618457796 16.701766610145569 17.025269225239757 54.368203550577164 14.635640352964399 25.162800669670105 143.77721187472343 54.564422830939293 41.876227349042892 264.98963046073914 167.94350248575211 13.995657235383986 20.276760548353195 405.55994409322739 148.3027695119381 35.982527136802673 10.978545904159544 21.054556921124458 11.281546473503111
leaf_count=252 1046 2870 952 53 69 1353 80 56 70 83 228 67 116 619 245 175 1217 689 60 84 1974 769 175 55 103 55
internal_value=0.000202758 0.00493594 -0.00449769 0.00699452 -0.00153165 -0.001001 -0.0025371 0.00193324 0.00517061 -0.00715005 0.013104 -0.00444331 0.000802497 0.00452023 -0.00534672 0.0140102 -0.00349863 0.0158359 0.0151125 0.00649645 -0.00557111 -0.00499049 -0.0107451 -0.012652 -0.00410376 -0.0169315
internal_weight=2936.6 1463.21 1473.4 1109.93 353.28 635.541 336.608 343.089 854.751 837.855 255.177 292.452 315.98 796.173 277.816 58.578 317.951 180.532 27.1097 74.645 582.17 553.863 255.685 198.648 57.0371 28.3068
internal_count=13515 6406 7109 4788 1618 2943 1549 1585 3734 4166 1054 1358 1469 3489 1291 245 1469 742 116 312 2881 2743 1285 1007 278 138
is_linear=0
shrinkage=0.0201179


Tree=27
num_leaves=30
num_cat=0
split_feature=47 47 35 86 79 49 126 86 79 93 35 26 144 93 144 93 37 149 37 94 95 145 35 130 3 137 149 141 77
split_gain=162.97 55.2933 47.6897 37.6007 25.233 22.9008 15.2466 14.5228 14.4816 14.178 14.9585 14.1098 13.9536 13.8044 13.3477 12.1025 11.8784 10.8761 10.5496 9.70822 9.6725 8.52477 8.50194 8.17437 7.49441 7.10341 6.83558 6.60019 2.56416
threshold=1.3550000000000002 1.6950000000000001 3.3650000000000007 3.3819444444444451 2.8312806535352792 1.655 2.1835000000000004 2.4749373433583965 2.9186300963401863 15.900000000000002 2.9650000000000003 0.46211111111111119 -0.00084999999999999995 26.550000000000004 0.008550000000000002 20.550000000000004 0.6912273191736219 0.58410568343975677 0.62138561283400351 20.550000000000004 -1.0000000180025095e-35 0.17185000000000003 4.3950000000000005 1.1835000000000002 1457.5180617293479 10.950000000000001 0.50980383840885701 -0.47849999999999993 1.0333333333333337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 21 12 14 11 15 18 -11 26 22 19 -6 -9 -14 -13 -2 -7 -8 -1 -4 -5 -23 -15 -3 -25 -10
right_child=1 7 5 23 6 13 20 8 28 10 -12 17 16 25 -16 -17 -18 -19 -20 -21 -22 24 -24 27 -26 -27 -28 -29 -30
leaf_value=0.010696645160163387 -0.0047849855328842882 -0.017040778399982741 -0.0047272294179828613 0.03181402946617224 0.0045536538567369899 0.002899010357899755 0.02997060009509726 -0.0023744748902017705 -0.0077708960120524426 0.016121294971683527 0.00042091922306811781 -0.0069479062620735601 0.018166697273949203 0.023472982329947756 -0.014822575574061745 0.011494131684632902 0.0052268881188246947 0.0088234825010361437 0.0059467452885066819 0.01171325443643316 0.010029935030831985 -0.013462704374509245 0.012453951188221929 -0.0012859751189706983 -0.003357060738954152 0.004223963497269812 -0.0095572730823144641 0.01679750242224954 -0.020547066497934405
leaf_weight=13.000767469406126 379.73312163352966 84.201878353953362 21.936538860201836 10.867761343717573 161.80721366405487 208.05350081622601 13.481564998626707 137.76052093505859 10.267521172761919 25.712586179375648 548.07105125486851 480.57562181353569 209.93640942871571 27.16375869512558 15.793387860059736 31.242376103997231 33.263119831681252 18.373071521520615 41.083533599972725 66.818684861063957 36.50798562169075 41.999846547842026 24.873761713504791 10.852903202176092 101.43987618386745 10.863145828247069 119.54304757714272 33.020478367805481 16.706583425402641
leaf_count=60 1748 436 91 46 705 893 59 668 48 120 2501 2405 864 115 69 148 137 89 188 286 156 196 102 46 473 46 602 139 79
internal_value=0.00019858 -0.00317573 0.00685876 -3.90789e-05 0.00131769 0.0103882 0.00559315 -0.00683825 -0.0019955 -0.000932503 0.0011245 -0.00818886 0.0144609 0.00661343 0.00283055 0.000189275 0.0163969 -0.00636713 -0.00373725 0.00504169 0.0154078 -0.00490223 0.00440224 0.0161935 -0.0063161 0.0179743 -0.01265 0.0123241 -0.0156842
internal_weight=2934.95 1948.01 986.94 1049.34 384.031 602.909 227.59 898.671 195.977 994.6 573.784 702.694 290.01 312.899 177.601 169.003 243.2 498.949 420.817 274.872 49.9896 156.44 46.8103 54.7411 143.44 38.0269 203.745 43.8734 26.9741
internal_count=13515 9263 4252 4788 1718 2534 989 4475 943 4557 2621 3532 1194 1340 774 816 1001 2494 1936 1179 215 729 193 231 669 161 1038 185 127
is_linear=0
shrinkage=0.0201179


Tree=28
num_leaves=28
num_cat=0
split_feature=47 79 47 41 35 86 47 86 86 79 26 27 93 56 35 52 98 3 56 93 86 128 121 135 121 86 143
split_gain=156.9 40.2395 34.1367 30.1898 19.0637 17.6225 16.1515 14.7108 14.0555 14.0017 13.7268 11.5898 11.0607 15.6381 14.31 10.7902 9.90477 8.75158 8.6959 8.33308 8.24403 7.39015 6.30152 6.04622 5.60364 6.50879 2.86436
threshold=1.4650000000000001 2.531887164040779 1.6950000000000001 2.4350000000000005 7.5150000000000006 3.1143790849673207 1.3150000000000002 3.4428104575163405 2.4749373433583965 2.9186300963401863 0.46211111111111119 0.51950000000000018 15.900000000000002 1.5050000000000001 2.9650000000000003 1.8550000000000002 0.57518796992481214 1496.4162725746257 1.8350000000000002 19.050000000000004 2.3090185676392578 0.3665000000000001 2.0500000000000003 -0.030999999999999996 0.89450000000000018 1.0000000180025095e-35 -0.13549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 5 4 7 12 16 -3 10 11 22 -10 13 -2 -14 -12 -5 18 -7 -19 24 -8 -4 -22 -1 -26 -11
right_child=2 3 8 6 -6 17 21 -9 9 26 15 -13 14 -15 -16 -17 -18 19 -20 -21 23 -23 -24 -25 25 -27 -28
leaf_value=-0.02083812773585874 0.013559161260450342 0.0034544932773834165 -0.013411780109546932 0.016437055386143509 0.029955122904883062 0.028286614845708154 -0.015614016506124146 0.013553200451995659 -0.002771531697795399 -0.0077434446074336073 -0.020410143920599737 0.0095717274582225211 0.01549506008227647 -0.0061892903197971047 -0.00052854115524956949 -0.0056368958172951277 0.0087608768592468168 -0.0052276315403355358 0.0069715535353680113 0.016590651582451845 0.013083295070737041 0.006813036971712671 0.00089600009597399989 -0.0064416993182604609 -0.0038882967153194251 -0.019057080383797761 -0.021065929624760539
leaf_weight=15.222628638148306 17.37913590669632 885.49169155955315 189.21052332222462 156.79789294302464 11.702873691916464 14.633228808641435 11.648641884326937 62.502121165394783 128.51936165988445 11.273320496082308 20.886951938271523 40.486706435680389 24.265496551990509 245.09219227731228 320.37406894564629 476.6376758813858 120.18615990877151 21.354963123798374 16.462629109621048 10.602118223905562 12.736911326646807 12.147960141301153 13.335624575614927 12.940107360482214 51.014794662594795 14.762529939413069 15.536168053746222
leaf_count=73 81 3884 971 640 48 63 51 260 621 53 110 195 113 1150 1487 2384 498 93 71 45 59 53 67 60 240 71 74
internal_value=0.000194459 0.00517432 -0.00415293 0.0061784 0.00443537 -0.000718715 0.0117399 0.00412032 -0.00672187 -0.00195722 -0.00805457 0.000185349 -0.00177007 -0.00488165 0.000599634 -0.00625712 0.0131063 0.00940421 0.0170023 0.00201061 -0.00668967 -0.0041649 -0.0124697 0.00324326 -0.0098385 -0.00729277 -0.0154641
internal_weight=2933.2 1367.15 1566.05 1260.48 959.697 670.164 300.781 947.994 895.886 195.816 700.071 169.006 607.111 262.471 344.64 497.525 276.984 63.0529 31.0959 31.9571 106.677 23.7966 202.546 25.677 81 65.7773 26.8095
internal_count=13515 5937 7578 5434 4192 3103 1242 4144 4475 943 3532 816 2831 1231 1600 2494 1138 272 134 138 503 104 1038 119 384 311 127
is_linear=0
shrinkage=0.0201179


Tree=29
num_leaves=28
num_cat=0
split_feature=47 47 79 86 41 96 86 79 26 99 101 54 27 93 49 41 52 110 96 86 145 111 18 143 110 96 143
split_gain=150.852 51.2257 40.2177 35.0293 20.8441 14.2893 13.6027 13.5381 13.3523 13.2135 12.1745 11.9613 11.8193 11.5591 10.8721 10.7159 10.5293 8.08425 9.12277 7.4481 7.30596 9.10853 6.41411 4.71049 3.55426 3.44105 2.0742
threshold=1.3550000000000002 1.6950000000000001 2.526178411230692 3.3819444444444451 2.4350000000000005 3.5000000000000004 2.4749373433583965 2.9186300963401863 0.46211111111111119 0.72902097902097907 0.90000000000000013 1.4150000000000003 0.42387500000000006 20.550000000000004 1.905 2.1250000000000004 1.8550000000000002 8.4500000000000011 1.5000000000000002 3.1143790849673207 0.52015000000000011 5.0500000000000007 1.5000000000000002 1.1915000000000002 6.6500000000000012 3.5000000000000004 -0.13549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 20 5 9 15 8 13 23 12 -11 -6 -4 -8 -13 -2 -10 18 -5 -7 21 26 -23 -3 -22 -9 -1
right_child=1 6 4 17 11 19 7 25 16 10 -12 14 -14 -15 -16 -17 -18 -19 -20 -21 24 22 -24 -25 -26 -27 -28
leaf_value=0.0013015331180996743 -0.0054521108183630141 -0.013333551248505722 -0.0065027773937904884 0.006360004306069502 0.026870164494329378 0.00071090520183216043 -0.0023309068336451323 -0.021126411367965406 -0.020201691677459038 -0.010439752566212643 0.0034662370123882754 0.012192916333046127 0.0083777572045222164 0.011198523020131794 -0.0035099695769639097 0.0015853464217579058 -0.0055375700628339172 0.002398912876402739 0.02664673957224958 0.01116879411214392 -0.02224052307678407 -0.00094898858917341947 -0.02169760864155245 -0.0032061590160277478 -0.0084364603713253539 -0.00635550213549127 0.014481433210264214
leaf_weight=9.7061783671379107 328.92117746174335 180.64170986413956 22.791800782084465 13.263359457254408 20.894521877169609 516.82626992464066 137.62995970249176 16.039851680397991 20.680038973689079 30.331004709005356 159.34182649850845 248.63416287302971 414.10071711242199 31.386755988001823 19.224254414439201 119.34379427134991 475.4383165538311 14.047837898135183 27.73242574930191 29.11561182141304 15.034879729151728 12.896539121866228 11.326875045895575 20.722437739372253 15.167183727025984 10.605533570051191 9.6276162564754468
leaf_count=45 1529 932 100 56 85 2365 668 77 110 134 699 1019 1781 148 83 537 2384 59 116 126 72 61 54 106 74 50 45
internal_value=0.000190441 -0.00306613 0.00658586 -5.18795e-05 0.00773745 -0.000916802 -0.00660722 -0.0019196 -0.00792221 0.00567648 0.00124246 0.0122095 0.00760145 0.000181495 0.0110659 -0.00357848 -0.00614884 0.0155703 0.0200836 0.00126865 -0.00770478 -0.00243227 -0.0106514 -0.0122914 -0.0153085 -0.0152475 0.00786509
internal_weight=2931.47 1942.4 989.078 1049.25 915.318 994.207 893.145 195.662 697.483 626.565 189.673 288.753 436.893 169.017 267.858 448.265 496.118 55.0436 40.9958 545.942 73.7593 43.5572 24.2234 201.364 30.2021 26.6454 19.3338
internal_count=13515 9263 4252 4788 3901 4557 4475 943 3532 2714 833 1187 1881 816 1102 2066 2494 231 172 2491 351 205 115 1038 146 127 90
is_linear=0
shrinkage=0.0201179


Tree=30
num_leaves=27
num_cat=0
split_feature=51 148 86 86 50 47 23 113 45 102 47 96 89 145 22 134 147 37 30 130 28 35 150 40 118 23
split_gain=127.599 50.026 40.7772 29.1801 26.0392 19.529 17.9663 16.5009 15.0188 12.6692 12.289 12.1681 12.0342 10.7339 10.4138 9.97601 9.63994 8.91289 7.93879 7.8466 7.79742 7.41125 7.12663 5.63029 3.79933 3.51511
threshold=1.2050000000000003 0.15750136840413273 3.3717607973421928 2.8596059113300498 1.5050000000000001 1.1050000000000002 3.3666666666666671 0.28650000000000003 1.2750000000000001 1.2635000000000003 1.9450000000000001 4.5000000000000009 0.13000000000000003 0.83025000000000015 0.70833333333333337 0.16150000000000003 0.42304096869314262 0.76564834609701993 0.097652668256005867 3.7070000000000003 2.7321428571428577 5.4350000000000014 0.47790319171422535 2.8450000000000002 1.9000000000000001 1.6333333333333335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 8 6 19 -3 10 11 15 16 20 -4 -14 -13 -9 -5 -6 25 21 -2 -1 -20 24 -7 -10
right_child=3 2 12 7 17 23 -8 9 18 -11 -12 14 13 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.01189131181782929 -0.00024764417778084657 -0.00087712926249939162 0.029256011321092065 0.016971807946837014 0.0087797299089331475 -0.011634267417749864 0.0052762371776201265 0.021532145999154637 -0.0074062824020263767 -0.0038024110785809142 -0.01715161222406161 0.00025968574473890987 0.0085369591182075429 0.029135769544025421 -0.012906264906680596 0.00039710788679066434 -0.001948441709003459 -0.0082139176913570422 -0.005565192510259595 0.0290102764723787 -0.0073273916698248544 0.02200836902585504 -0.014806789921950845 0.011588785706324402 0.0034972027005102631 -0.019866665763886408
leaf_weight=114.1559077501297 72.066097512841225 940.45390217006207 18.758103862404823 13.202901542186735 215.50245495140553 15.093485355377199 241.32102578878403 36.213946416974068 11.544820234179495 17.315141081809998 17.97566331923008 227.6825465708971 72.580912902951241 11.920483410358427 27.221604138612747 12.046324253082274 62.454872667789459 13.259509414434431 107.36823606491089 16.69844189286232 498.52520237863064 39.430628895759583 49.272133082151413 12.112726598978041 12.098910167813299 44.454200208187103
leaf_count=468 354 4262 77 60 898 64 1073 166 63 78 88 1103 302 50 132 56 286 55 570 68 2452 159 259 51 51 241
internal_value=0.000245864 0.00375078 0.0024754 -0.00479891 0.00158202 0.0129624 0.000379396 0.00322078 -0.00602882 0.01096 -0.00219926 -0.00480069 0.0146789 0.0114429 -0.0011463 0.0162567 0.00135321 0.00779471 -0.0107965 0.0159128 -0.00643323 0.0144887 -0.00847224 0.000180195 -0.00490145 -0.017298
internal_weight=2920.73 1723.39 1513.8 1197.34 1410.54 209.59 1181.77 159.209 1038.13 65.5754 93.6334 825.495 103.26 84.5014 254.904 48.2603 75.6578 228.762 212.639 170.285 570.591 153.587 156.64 39.3051 27.1924 55.999
internal_count=13486 7578 6717 5908 6288 861 5335 734 5174 300 434 4041 429 352 1235 222 346 953 1133 695 2806 627 829 166 115 304
is_linear=0
shrinkage=0.0201179


Tree=31
num_leaves=28
num_cat=0
split_feature=47 148 86 50 47 22 45 145 27 86 146 113 6 39 146 143 92 127 98 101 132 137 113 102 40 47 110
split_gain=122.26 52.3484 48.5663 29.2904 20.7419 19.307 15.7301 11.4245 11.4439 10.4103 13.3666 11.2857 10.3008 10.1799 9.06122 8.01327 7.52912 7.46256 5.81103 5.78056 11.1522 5.88028 5.80766 5.29001 4.3413 4.06026 3.97688
threshold=1.6850000000000003 0.15750136840413273 3.3717607973421928 1.4550000000000003 1.1050000000000002 0.30785714285714288 1.2750000000000001 0.81555000000000011 0.45950000000000002 2.6414285714285719 0.0026500000000000004 0.28650000000000003 1474.7739402608593 0.091096374970579361 0.00125 0.50500000000000012 0.24874999999999997 2.8450000000000006 0.53137254901960795 1.3650000000000002 0.8660000000000001 5.3500000000000005 0.19100000000000003 0.89950000000000008 2.1150000000000007 1.8550000000000002 18.650000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 12 -3 9 8 -4 10 14 16 -1 -5 -2 24 -11 -14 -13 21 -21 23 -22 -8 -6 -12 -23
right_child=6 2 7 13 15 -7 19 -9 -10 11 25 18 17 -15 -16 -17 -18 -19 -20 20 22 26 -24 -25 -26 -27 -28
leaf_value=0.030880057206246425 -0.0051757707193135979 0.0028037963979174797 -0.0030578116401702772 -0.009717602494378216 -0.015504865190281752 -0.002096152327248951 -0.0012859257181392703 0.028925337765804988 0.01474286161479094 -0.007542318291468615 -0.022028601456548884 -0.0033805218846510261 0.015483384328609113 0.0075491457526112764 0.0097189923531249972 0.010732056426672441 0.0072059706305034766 0.001062296097839945 0.012114348917053616 0.01049402188814939 0.00036033298693771134 -0.017257095634135869 -0.012964048974428426 -0.017859714975331075 0.0011017379416829833 -0.0094841060463035105 -0.006209813714252819
leaf_weight=16.096854224801064 497.23847572505474 525.78412468731403 17.707714334130287 14.523280888795851 12.885131776332857 854.21156568825245 26.178738325834274 18.251223683357239 83.736017808318138 59.326043307781219 23.471897199749947 13.206525772809981 138.26543581485748 284.93830353021622 17.098515927791595 16.406505227088928 18.340163677930832 16.228722363710403 37.923172116279602 13.35610058903694 17.760214120149612 86.013686344027519 52.001023173332214 11.099450394511221 12.601364910602568 18.817366689443588 15.579598963260649
leaf_count=65 2480 2388 74 61 55 3900 142 76 347 282 116 62 564 1196 85 69 87 66 178 70 95 460 277 59 54 95 83
internal_value=0.000240864 0.00300609 0.0018908 0.00100838 0.0124495 -0.000229246 -0.00588935 0.014272 0.0116356 -0.00438192 -0.00557455 0.000772271 0.0155644 0.00671172 -0.0046806 -0.000234141 -0.00405955 0.0139686 0.00811197 -0.0105437 -0.0063473 -0.0130553 -0.00957175 -0.00622092 -0.00729374 -0.0164469 -0.015563
internal_weight=2919.05 2011.64 1799.15 1679.46 212.484 1380 907.411 119.695 101.444 685.422 556.626 128.796 170.591 299.462 514.337 41.893 77.6662 154.494 51.1297 221.989 83.1173 138.871 69.7612 37.2782 25.4865 42.2893 101.593
internal_count=13486 8915 8042 7545 873 6288 4571 497 421 3385 2776 609 695 1257 2565 178 369 630 240 1186 442 744 372 201 109 211 543
is_linear=0
shrinkage=0.0201179


Tree=32
num_leaves=27
num_cat=0
split_feature=47 35 50 79 41 56 25 55 10 26 98 118 4 146 27 34 101 26 80 114 96 34 148 56 139 123
split_gain=117.587 50.704 36.9813 22.466 14.772 14.2194 13.7166 11.7582 11.5998 10.5534 9.16123 10.5082 10.0106 8.11726 7.69951 7.17379 7.15651 7.7224 6.8811 6.12656 7.43727 6.01664 5.66942 5.52494 4.04702 2.59999
threshold=1.6850000000000003 7.5150000000000006 1.4550000000000003 3.477603621576836 1.7950000000000002 2.7950000000000004 0.73214285714285732 1.4550000000000003 0.59166666666666679 0.46211111111111119 0.68301435406698574 2.2915000000000005 1634.2903539701967 0.0058500000000000002 0.45612500000000006 1.4350000000000003 1.3650000000000002 0.57414285714285718 0.066537312101342602 1.4645000000000004 2.5000000000000004 2.1050000000000004 0.24423393900191323 1.6150000000000004 1.0000000180025095e-35 1.4870000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 16 8 -1 25 -4 14 11 -11 -12 -9 22 -5 19 21 -16 23 -21 -18 -6 -2 -7 -3
right_child=4 7 5 15 9 24 -8 13 -10 10 12 -13 -14 -15 18 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=-0.00080053541130352434 -0.013948157294969428 0.025933564374386289 -0.008594035669497159 0.014530967275531671 -0.001893639914734929 0.023128090223346959 0.0037541677061236562 0.022859403360300363 0.0073539732045521953 0.0019806464226301435 -0.0039167049471635716 -0.016357358695539819 -0.021188002850616453 0.0019218774683795535 -0.012012180079379575 0.0043048603092571865 -0.012227610284028254 0.01244767721439256 -0.0016722304339568312 -0.013483093163262409 0.0061928520198117161 -0.0033481290085801405 -0.019052382865518219 -0.00072400180604640242 0.010643483314668838 0.038921234293172749
leaf_weight=1085.7705143243074 161.22288477420807 13.049051031470301 19.516822665929794 58.764017179608345 10.038308292627333 28.259516194462776 355.12924578785896 16.787686467170719 340.35573492944241 199.88503710925579 172.97613596916199 13.50125005841255 14.740030393004416 13.538799494504927 40.571044266223907 52.63707160949707 50.363008841872215 9.0384789705276471 72.77760411798954 14.90192647278309 16.256940633058548 79.863875329494476 34.865843906998634 13.889383256435393 16.734557196497917 11.963426321744917
leaf_count=4945 852 53 82 242 50 115 1597 68 1423 981 853 66 73 55 203 219 260 46 363 79 85 416 176 68 68 48
internal_value=0.000235963 0.00294425 0.00240729 0.000994986 -0.00578734 0.0078222 0.000322028 0.0219346 0.00648905 -0.00376706 -0.0020313 0.000820339 -0.00527294 0.0135124 -0.00816641 0.00969919 -0.00905776 -0.00553408 -0.00537329 -0.0114368 -0.00321707 -0.00678217 -0.0152167 -0.0128993 0.0184849 0.0321459
internal_weight=2917.4 2012.51 1957.17 1552.3 904.892 404.867 1440.9 55.339 359.873 559.355 401.102 213.386 187.716 30.3265 158.253 111.401 345.536 139.265 113.349 206.271 31.1589 130.227 44.9042 175.112 44.9941 25.0125
internal_count=13486 8915 8691 7003 4571 1688 6542 224 1505 2765 1973 1047 926 123 792 461 1806 722 566 1084 164 676 226 920 183 101
is_linear=0
shrinkage=0.0201179


Tree=33
num_leaves=27
num_cat=0
split_feature=47 35 50 150 45 56 30 55 10 133 40 0 30 138 94 149 55 101 103 137 120 5 14 99 123 54
split_gain=113.09 48.6221 35.4387 21.5323 14.9679 13.6095 13.3912 11.2816 11.1267 10.6048 9.01483 8.64749 8.01335 7.30166 7.09131 11.2131 8.25177 7.05576 8.34387 7.26712 4.19652 3.94108 2.7327 4.80245 2.52171 1.57422
threshold=1.6850000000000003 7.5150000000000006 1.4550000000000003 0.67433880603523477 1.2750000000000001 2.7950000000000004 0.18212530712530714 1.4550000000000003 0.59166666666666679 0.81650000000000011 1.9450000000000001 1586.2861398926673 0.096632710809281264 10.500000000000002 22.050000000000004 0.48150423393478953 1.8250000000000004 1.3650000000000002 0.95050000000000001 5.7500000000000009 1.5855000000000004 1521.8528438223204 0.45000000000000007 0.72474747474747481 1.4870000000000003 1.0750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 9 8 -1 24 -4 11 -5 13 22 -2 16 -16 -11 19 -19 -14 -7 -9 23 -6 -3 -24
right_child=4 7 5 10 12 20 -8 21 -10 14 -12 -13 17 -15 15 -17 -18 18 -20 -21 -22 -23 25 -25 -26 -27
leaf_value=-0.0010937796761237508 -0.01646956828948469 0.025359016431541037 -0.0084366507656280284 0.013033960484194371 -0.019841613883979946 0.027576753722676213 0.0029842584167472331 0.021851909165288789 0.0071956111585412793 -0.0054442127724648329 0.00026408406556365692 0.0044929380781317243 -0.0025366764284270758 0.0020697655602593653 0.02134686433413124 -0.00074967250089044539 0.0018801795027449839 0.0030125292491298672 -0.011814494014250072 -0.01467635027228229 0.014109497791469024 0.0071344074569558704 -0.015699197106944042 -0.0028299128642177529 0.038143914029931454 -0.025447473467659219
leaf_weight=943.0420668721199 59.276286453008652 13.075947269797327 19.481307774782181 80.601378366351128 15.350979894399645 13.274063885211943 497.99423687160015 12.564271837472917 340.84337681531906 414.5910871475935 30.973408564925194 12.347274795174597 27.447811767458916 10.055941164493559 10.217834427952765 102.89298674464226 73.252221211791039 38.963553696870804 25.358166992664337 73.152491942048073 31.815075621008873 17.797061666846275 11.515400573611261 11.942483603954313 11.961644530296324 16.068223282694817
leaf_count=4306 294 53 82 333 85 54 2236 51 1423 2053 128 61 148 50 51 508 368 207 135 393 129 72 65 66 48 87
internal_value=0.000231175 0.00288365 0.00235778 0.000974749 -0.00568677 0.00765435 0.000315506 0.0214698 0.00635042 -0.00421656 0.00948908 -0.0110181 -0.0102528 -0.0137805 -0.00329211 0.00124635 -0.0043444 -0.00803689 -0.00283276 -0.0113642 0.0180744 0.0132251 -0.0169121 -0.0123983 0.0314673 -0.0213781
internal_weight=2915.86 2013.42 1958.02 1552.61 902.433 405.414 1441.04 55.3989 360.325 682.634 111.575 81.6795 219.799 69.3322 600.954 113.111 487.843 164.922 64.3217 100.6 45.0891 30.3613 54.8771 27.2935 25.0376 27.5836
internal_count=13486 8915 8691 7003 4571 1688 6542 224 1505 3385 461 405 1186 344 2980 559 2421 883 342 541 183 123 303 151 101 152
is_linear=0
shrinkage=0.0201179


Tree=34
num_leaves=26
num_cat=0
split_feature=51 35 86 79 86 23 41 55 50 89 110 30 55 105 96 28 1 30 130 126 131 5 79 119 121
split_gain=109.758 43.6281 33.2715 34.3667 27.314 17.7099 13.7969 13.6432 11.5069 11.4244 10.9053 11.444 10.8397 10.6852 9.79018 8.32142 8.11065 7.95952 10.9689 7.48068 3.77817 3.77208 3.68312 3.53447 1.80556
threshold=1.2050000000000003 7.5150000000000006 3.3717607973421928 3.8646919751211271 2.8596059113300498 3.2250000000000005 1.7950000000000002 1.7350000000000001 1.905 0.090000000000000011 0.95000000000000007 0.14093535572408813 1.4550000000000003 0.90950000000000009 4.5000000000000009 2.7321428571428577 1554.741411557414 0.094467108618052006 0.61250000000000016 2.0500000000000003 0.7320000000000001 1521.8528438223204 3.0193452380952386 1.5500000000000003 1.4365000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 17 10 -5 -4 22 -12 24 -11 15 -8 23 20 -19 -16 -2 -14 -6 -9 -3
right_child=4 12 9 8 7 -7 14 16 -10 13 11 -13 21 -15 19 -17 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00013298475227679739 -0.022049797799121008 0.025562065100609693 0.030692812412506217 0.0077822518947071742 0.0013577160494667223 0.0052747659256668859 0.0015404939812618968 -0.0072574802633813022 0.020147658125868866 0.0081579823623518666 0.018315343701859495 0.0038605194904128702 0.021375847996703029 0.026897025751456183 0.00021128322447451912 -0.0067930769900525602 0.0092839851308148917 0.012430290515282542 -0.0084294238234402328 -0.012376135358517469 -0.011992202264101848 0.0069863598273631035 -0.013965100936003477 -0.022024168747785261 0.03637200247016234
leaf_weight=1076.1518216282129 22.382816687226295 12.866890639066698 14.223636090755461 135.63382115960121 16.874360129237179 317.3899005651474 54.816695556044579 22.516123503446583 39.280536025762558 74.090225115418434 39.274975523352623 50.895667806267738 12.585472106933596 14.771394193172453 222.4462376832962 420.44024340808392 9.9111460447311384 10.675529450178145 230.16105778515339 20.90437912940979 46.587675854563713 17.808455362915993 10.177985608577726 9.259095683693884 12.182459756731985
leaf_count=4826 123 52 58 556 78 1388 269 109 158 307 178 230 51 61 1083 2076 47 56 1214 100 253 72 47 45 49
internal_value=0.000226489 0.00346372 0.00288137 0.00215371 -0.00448212 0.00109867 -0.00568157 0.00328031 0.0105592 0.0139527 0.00679559 0.0101566 0.0210209 0.011273 -0.00415157 -0.00583186 -0.00660455 -0.00923045 -0.00750475 -0.000869977 -0.0152563 0.012945 -0.00440697 -0.0115606 0.0308197
internal_weight=2914.31 1726.98 1671.54 1568.46 1187.32 1393.54 1028.41 158.909 174.914 103.085 117.223 90.1706 55.4433 88.8616 718.608 475.257 41.6864 309.807 240.837 243.351 68.9705 30.3939 27.0523 31.7752 25.0494
internal_count=13486 7578 7354 6928 5908 6214 5174 734 714 426 533 408 224 368 3528 2345 201 1646 1270 1183 376 123 125 154 101
is_linear=0
shrinkage=0.0201179


Tree=35
num_leaves=29
num_cat=0
split_feature=47 150 86 86 54 49 145 79 93 8 85 46 77 94 39 26 35 134 38 29 131 5 26 77 3 11 130 13
split_gain=115.547 48.9065 23.0697 22.1254 21.8284 20.3615 16.3666 14.6069 12.5054 11.4043 10.9678 10.4196 9.98552 9.96634 14.0374 9.34308 8.49491 8.30432 7.84192 10.4028 8.77232 7.78917 7.53564 7.07034 7.02803 7.21691 5.64085 4.06252
threshold=1.7050000000000003 0.62017637310606066 3.3279569892473124 2.5395010395010398 1.4750000000000003 1.655 0.36590000000000006 2.9233292619089171 20.550000000000004 2.7416666666666671 -0.15669467787114846 3.6450000000000005 1.9309523809523812 22.050000000000004 0.36063487464071275 0.44414285714285723 3.0550000000000002 0.28050000000000003 0.28674830867840995 4.3166666666666673 1.1180000000000001 1493.1132736162278 0.48894444444444446 0.86190476190476206 1673.4169804970632 0.51666666666666672 1.6835000000000002 0.36666666666666675
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 6 9 -1 26 10 12 27 23 -3 18 -15 -12 -9 -11 20 -20 -5 -13 -6 -7 25 -10 -4 -2
right_child=3 5 7 13 22 11 -8 16 24 17 15 21 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0016000260830321014 -0.012776585644196951 0.0053570303364155981 0.031389159729259854 5.7066094407694395e-05 -0.0010061342859407612 0.011765333780511648 -0.0029077456444399686 -0.0079048758471310723 0.0098533261613813605 0.028818903646654175 -0.013447167727247729 0.024990756578276929 0.014018307865710535 -0.0014062713793951474 0.02964436394799258 -0.0067664231055530434 0.0090637443244622126 0.013348523411685386 -0.0022200790313018212 0.013805218279172422 -0.013853514437949372 0.0063364036505972115 0.0088790455531797506 -0.0031055017603801088 0.014932740642546408 -0.0052445834565402185 0.014060766097826962 -0.024552495915596308
leaf_weight=702.48685854673386 25.107042893767357 103.12338767945766 14.008437976241114 40.30506144464016 39.428662657737732 15.18262769281864 608.23093265295029 15.348901018500326 14.515870079398153 24.564473137259483 108.43621833622456 10.499864682555197 112.81120848655701 13.277576103806497 10.593967095017431 387.49475032091141 53.769743695855141 32.794195100665092 50.744832068681717 24.219158068299294 33.678540766239166 66.050590395927429 149.74137732386589 87.599945798516273 9.0060449838638288 109.27263844013214 16.633334204554558 22.474158704280853
leaf_count=3204 131 426 58 192 166 66 2797 65 74 100 575 45 459 64 50 1998 224 133 254 118 161 282 624 377 46 551 69 117
internal_value=0.000122884 0.0027053 0.00105331 -0.00611862 0.000430232 0.00854365 -0.000491774 0.0104212 -0.00776021 0.0120001 -0.00911243 0.00327613 0.009882 0.000305523 0.0123734 -0.0082272 0.00529548 0.019974 -0.00162853 0.00295724 -0.00627516 0.00889519 0.00681864 -0.000908768 -0.00222569 -0.00347409 0.021983 -0.0183389
internal_weight=2901.4 2052.27 1599.65 849.126 1499.89 452.626 1310.72 99.7604 676.307 273.293 543.512 179.333 215.935 172.819 23.8715 495.931 69.1186 57.3587 148.948 74.964 73.9836 76.5505 189.17 102.783 132.795 123.789 30.6418 47.5812
internal_count=13426 9095 7207 4331 6791 1888 6001 416 3492 1118 2821 770 885 839 114 2573 289 233 725 372 353 327 790 443 671 625 127 248
is_linear=0
shrinkage=0.0201179


Tree=36
num_leaves=28
num_cat=0
split_feature=51 79 86 54 97 86 145 89 78 53 26 7 41 26 102 89 145 102 48 92 86 124 38 34 124 146 98
split_gain=107.13 45.539 27.7755 19.6091 18.817 18.5572 18.2041 17.6419 13.4207 13.2064 11.4457 14.3492 11.763 10.5829 10.3258 9.84589 9.53216 9.51721 9.02925 8.97021 8.29671 8.27721 8.03267 7.69977 6.84738 7.09977 6.08019
threshold=1.2150000000000001 3.2324586768169588 2.5053191489361706 1.5050000000000001 5.5000000000000009 3.3279569892473124 0.36590000000000006 1.0000000180025095e-35 2.0333333333333337 1.7150000000000001 0.44950000000000007 -50.051183609203683 2.0150000000000001 0.46316666666666667 1.0855000000000004 0.070000000000000021 0.17285000000000003 1.6545000000000003 2.9250000000000003 0.46125000000000005 2.9205263157894739 2.7750000000000004 0.28674830867840995 1.0850000000000002 1.4500000000000002 0.0030500000000000002 0.69782608695652182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 15 6 -1 10 -7 19 12 -12 -2 -6 18 -4 -11 -18 -5 21 -15 -3 -17 -16 26 -26 -9
right_child=2 9 4 14 13 8 -8 24 -10 16 11 -13 -14 20 23 22 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0021825447012849791 -0.011726568085558425 0.010839919194367055 0.017746981143197504 -0.002027271881129996 0.03028367184899838 0.013673210333147596 -0.002893942180552788 -0.010012744818825976 -0.0079275344427642037 0.01936080411752927 0.020224570962183146 -0.0040345939939987769 0.0093677238320901031 -0.0054373916996218272 0.0036210649757160746 -0.004957071886942277 -0.00041661156257104628 0.015614907358352166 0.016345350244142333 -0.0023122842066449698 0.019245800653116808 0.020165098153224995 0.0030467634863594645 0.016230801050721552 -0.0031069433072871012 -0.021716506563097808 -0.018432509051738419
leaf_weight=641.14504620432854 131.20774881541729 207.93779413402081 10.586067184805868 50.44669146835804 11.74649031460285 66.590197250247002 515.97862628102303 67.979208126664162 14.107133716344832 14.323275715112684 10.07446828484535 481.91241443157196 11.648700237274168 11.260385036468508 28.125143200159073 142.81523568928242 100.24110992252827 17.621901318430901 13.784179046750067 17.521778151392937 10.794674232602118 47.287807330489159 78.72210556268692 64.661852970719337 50.168076977133751 9.9418623298406583 70.944826200604439
leaf_count=2895 686 850 47 210 55 277 2352 350 59 61 51 2433 56 54 115 670 428 74 56 72 48 192 391 267 256 50 371
internal_value=0.000120299 0.00314317 -0.00482647 0.00141893 0.00083495 0.000569368 -8.11299e-05 -0.00663192 0.00989698 0.00908247 -0.00499345 -0.00353782 -0.0100065 0.0148589 0.00811629 -0.00120717 0.00386359 0.00198023 0.00191545 0.0116118 0.00664328 0.0125677 -0.00211292 0.0124087 -0.011858 -0.006185 -0.0143126
internal_weight=2899.57 1799.77 1099.8 1394.84 265.925 1237.82 1157.12 833.877 80.6973 404.934 634.843 491.987 142.856 33.8015 157.018 232.123 132.186 117.863 64.2309 272.747 22.0551 255.226 221.537 92.787 199.034 60.1099 138.924
internal_count=13426 7908 5518 6231 1265 5583 5247 4253 336 1677 3226 2484 742 157 648 1108 563 502 266 1114 102 1042 1061 382 1027 306 721
is_linear=0
shrinkage=0.0201179


Tree=37
num_leaves=30
num_cat=0
split_feature=49 150 54 86 49 86 145 125 8 100 46 130 103 41 9 94 39 5 2 150 29 149 93 4 4 104 38 34 5
split_gain=103.403 47.0722 21.1248 19.2021 18.7766 17.3813 16.8265 11.802 10.9408 10.5638 12.1087 10.4938 10.4554 9.91221 9.53049 9.49512 10.8444 9.00989 8.1592 7.55858 6.46722 6.32696 6.73277 5.75773 5.0407 4.932 8.20376 4.73447 4.41231
threshold=2.9050000000000007 0.62017637310606066 1.4750000000000003 3.3279569892473124 1.655 2.5395010395010398 0.36590000000000006 1.9000000000000001 2.7416666666666671 2.1000000000000005 3.6550000000000007 1.1835000000000002 0.75050000000000006 1.6850000000000003 1.9309523809523812 22.050000000000004 0.36063487464071275 1484.4721436587608 -131.93259959860902 0.58053422904670515 0.89444444444444449 0.5661226627981949 15.900000000000002 1606.4480897830256 1514.2909698367932 0.60750000000000004 0.27952836248609308 1.9950000000000003 1498.8713389549853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 8 11 -1 -5 14 10 -6 25 19 28 -3 21 -17 -14 -15 -4 -10 23 -23 -7 -11 26 -2 -27 -13
right_child=5 4 12 7 9 15 -8 -9 20 24 -12 13 17 18 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 27 -28 -29 -30
leaf_value=0.0015199573263184039 -0.0013406961674698652 0.0050248775097987862 -0.0043578845949795485 0.01295171542512356 -0.0041841373977442456 0.0010559483380561704 -0.0029620102246148542 -0.0043287006244794625 0.031032297272923046 0.0031730678379401022 0.0081158594189906074 -0.0055971523030689052 -0.0053625529456917181 -0.014096958517635186 0.01346336329217037 -0.00078612152015402649 0.026564043625230179 0.012539397707701329 -0.0038679871109545609 0.0081292751560537516 0.015414188418702979 -0.022821103232665278 -7.7666573148896688e-06 -0.015498144037721597 0.017560964308462275 -0.025086446339823421 -0.012034302115503617 -0.011976536845091262 -0.020622712906325027
leaf_weight=725.61177039146423 37.663150116801262 103.96727374196053 43.396443545818329 69.815725043416023 86.077643156051636 103.70010875165462 636.31181545555592 20.749579101800919 14.274207219481466 16.046473309397697 51.939020723104477 11.65745873749256 12.700661674141882 34.694777116179466 113.10085485875607 12.921827688813211 10.74697984755039 109.25201436877251 349.47902117669582 35.806470736861229 43.244186013936996 11.362984105944635 9.7109652161598188 9.263204485177992 25.547580271959305 17.975565448403358 126.77470652759075 29.367635428905487 24.614811107516289
leaf_count=3317 192 429 181 291 371 507 2946 87 58 68 222 65 53 178 459 62 50 454 1788 149 175 56 46 45 109 93 683 155 137
internal_value=0.000117763 0.00244421 0.0008686 2.2406e-05 0.00818068 -0.00609007 -0.000574082 0.00899249 0.0114889 0.00312305 0.000444598 -0.00758051 0.00697869 -0.00574097 0.00942169 -0.000114988 0.0116321 0.010675 -0.00479179 0.00128729 0.0192902 -0.00218939 -0.012309 -0.000301458 0.0120105 -0.0112325 -0.00958506 -0.0169544 -0.0157939
internal_weight=2897.77 2107.84 1653.64 1452.49 454.197 789.933 1361.92 90.5653 274.587 179.611 138.017 632.227 201.156 420.446 217.068 157.706 23.6688 121.953 384.174 79.2029 57.5184 134.037 21.0739 112.963 41.5941 211.781 164.438 47.3432 36.2723
internal_count=13426 9369 7478 6641 1891 4057 6263 378 1121 770 593 3291 837 2168 888 766 112 507 1966 330 233 654 102 552 177 1123 875 248 202
is_linear=0
shrinkage=0.0201179


Tree=38
num_leaves=27
num_cat=0
split_feature=47 50 35 131 135 96 149 9 131 133 104 40 37 141 143 47 142 0 119 96 131 12 102 143 22 132
split_gain=103.657 38.4785 23.7589 15.8454 15.624 14.5358 13.1063 12.2947 9.92351 9.8876 9.69646 9.11323 8.50418 8.62262 8.44293 9.05912 8.08868 7.74212 7.52816 6.76024 8.85714 6.60341 6.48616 5.51836 3.46542 1.72337
threshold=1.7050000000000003 1.6250000000000002 8.6000000000000014 1.6125000000000003 0.58900000000000008 4.5000000000000009 0.4688957032352174 1.1380952380952383 0.89450000000000018 2.5280000000000005 0.35050000000000003 2.4550000000000005 0.69491548127902447 0.72850000000000004 -0.80499999999999994 2.0450000000000004 -0.48199999999999993 1545.6143767620445 0.70850000000000013 3.5000000000000004 0.68350000000000011 0.36666666666666675 0.29750000000000004 -1.2274999999999998 0.22500000000000003 1.0500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 7 -1 19 10 12 -9 -10 23 -14 24 21 -11 -18 -17 22 -21 -16 -2 -3 -7 -26
right_child=5 9 -4 4 -6 14 -8 8 11 16 -12 -13 13 -15 15 18 17 -19 -20 20 -22 -23 -24 -25 25 -27
leaf_value=-0.0086466389353159895 -0.0082112835804392659 -0.00074754966240139255 0.027169069095108037 0.0039591276388812853 0.019975810782291503 -0.0021661417260675432 0.00085565280570941654 0.0089324863520684698 -0.013899653011963142 0.028856938441896057 -0.0064108073291155275 -0.004607515221322446 -0.010975561210030177 0.011790990466341153 -0.0012296761457710921 0.0082262221731146876 -0.00055737923278733822 0.021724737894053131 -0.012354012962187459 -0.01906794055893405 -0.0013627530841748864 0.0074220735815949384 -0.015122240598460391 0.011812447462533415 -0.023137935166433608 -0.010766209617371281
leaf_weight=61.34389853477478 97.8605015873909 15.952158272266386 14.605621472001074 349.09053766727448 26.522812396287918 10.262538224458696 1387.8021678626537 37.719041749835014 53.529479056596756 19.290051430463791 29.872127249836922 211.51802848279476 16.608907863497738 11.323142364621161 79.896376952528954 9.1672297865152341 11.582198292016985 13.866195693612097 33.409429371356964 14.34657548367977 56.363641425967216 64.550469666719437 125.40826533734798 125.7901469618082 8.8692853301763552 9.3797150403261167
leaf_count=292 509 65 59 1535 114 52 6224 196 269 78 156 1090 68 46 394 49 47 56 179 74 291 319 661 511 45 47
internal_value=0.000115292 0.00255258 0.00161241 0.00140784 0.00509012 -0.00582857 0.000453405 -0.00737869 -0.00472946 0.0106179 0.00215136 -0.0064842 0.00839948 -0.00174615 -0.00132194 0.000232675 0.0190314 0.0115833 -0.00792269 -0.0103763 -0.00495511 0.00263657 -0.0120931 0.0103989 -0.0115198 -0.0167795
internal_weight=2895.93 2053.78 1839.37 1824.76 375.613 842.153 1449.15 626.618 332.639 214.413 67.5912 265.048 169.674 27.9321 215.535 187.024 44.7384 25.4484 42.5767 293.979 70.7102 144.447 223.269 141.742 28.5115 18.249
internal_count=13426 9095 8224 8165 1649 4331 6516 3246 1711 871 352 1359 690 114 1085 941 181 103 228 1535 365 713 1170 576 144 92
is_linear=0
shrinkage=0.0201179


Tree=39
num_leaves=28
num_cat=0
split_feature=47 150 86 86 46 8 131 145 150 89 149 56 38 145 54 9 90 134 133 96 9 147 99 36 132 146 94
split_gain=99.7135 41.8181 20.4508 20.1077 18.965 15.4051 16.935 14.4116 12.6038 10.5385 9.08208 12.6328 9.74767 8.32443 7.66368 7.22209 6.90083 7.73263 6.75947 6.51343 11.0804 10.2 6.4488 6.04406 5.45751 5.30077 3.41261
threshold=1.7050000000000003 0.62017637310606066 3.3279569892473124 2.5395010395010398 4.9050000000000011 2.7416666666666671 1.6125000000000003 0.32485000000000003 0.57067983183980531 1.0000000180025095e-35 0.57888813010597684 1.635 0.28674830867840995 0.36100000000000004 1.635 2.6547619047619051 0.18541666666666667 0.28050000000000003 1.2360000000000002 3.5000000000000004 1.1083333333333336 0.44738688411744465 0.42261904761904762 1.905 1.0500000000000003 0.0016500000000000002 16.050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 7 6 14 -1 25 19 11 24 -13 -10 -3 -8 17 -7 -6 20 -2 -21 -11 -24 -5 -4 -12
right_child=3 5 8 10 18 16 15 -9 13 22 26 12 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0016157855442582541 -0.012909056632645719 0.00084592294388114982 0.029913687477978602 -0.0070917555712508617 -0.0016569573129324746 0.02133777743902434 0.0081329834563650082 -0.0025520772587542457 -0.0011474198386105597 -8.6799834426118594e-05 -0.019364935470728151 0.0021367597697267504 0.019600138559362316 0.012301210110414722 0.010413739250104553 0.017346807658930471 0.029957230831360007 0.0076436273671673339 0.0090797097320711329 -0.0068083273250145087 -0.0046411917929717076 0.0017907240514098211 -0.00082036751279956042 -0.01453669287847453 0.0023518091624436925 0.011498963328679749 -0.0030254372515362456
leaf_weight=699.70561850070953 110.44097538292408 180.86244732141495 14.545399054884912 46.801830157637596 29.261070713400841 28.821003705263138 98.228572338819504 645.57975053787231 37.264934957027435 17.063002958893776 11.526435554027559 28.248660296201706 23.866742432117462 37.244725957512856 41.693987533450127 53.017486870288849 11.983437225222586 39.650783374905586 125.57574427127838 141.63239245116711 161.60585607588291 92.154363572597504 14.448142901062964 130.02644474804401 52.606861785054207 11.199774742126463 9.3882586359977704
leaf_count=3173 588 769 60 232 122 118 406 2973 155 89 57 133 112 155 168 216 49 162 523 729 845 472 75 694 260 46 45
internal_value=0.000112874 0.00250014 0.000971027 -0.00572767 0.000383105 0.00788726 0.00616846 -0.000384296 0.00976808 -0.00731004 0.000396352 0.0021117 0.0101344 0.00557498 0.0026384 0.0113628 0.0158729 0.0134079 0.00705065 -0.00588137 -0.00799767 -0.00341871 -0.0117837 -0.013165 -0.00209417 0.0219031 -0.0120308
internal_weight=2894.44 2054.63 1600.38 839.81 1500.12 454.258 373.802 1345.29 100.255 667.371 172.439 151.524 52.1154 74.5097 222.556 151.246 80.4552 68.4718 154.837 505.834 272.047 233.787 161.538 144.475 99.4087 25.7452 20.9147
internal_count=13426 9095 7207 4331 6791 1888 1559 6146 416 3492 839 737 245 310 937 622 329 280 645 2634 1433 1201 858 769 492 106 102
is_linear=0
shrinkage=0.0201179


Tree=40
num_leaves=28
num_cat=0
split_feature=51 35 86 49 149 49 40 94 103 97 27 11 79 35 146 31 134 124 149 123 111 55 134 85 144 111 103
split_gain=110.143 26.9268 20.8237 19.2073 18.5484 15.4962 14.3227 13.6776 13.3182 11.9766 10.9812 11.028 10.3615 10.2853 11.1908 9.92235 9.09519 7.82315 7.63251 7.00936 6.70493 6.64449 6.27023 5.98539 5.52502 5.13279 4.4421
threshold=1.2050000000000003 3.4650000000000003 2.8596059113300498 1.8550000000000002 0.55463384271978033 3.7050000000000005 4.6950000000000012 23.550000000000004 1.1735000000000002 6.5000000000000009 0.42683333333333334 1.1833333333333336 2.5152597294757348 7.5150000000000006 0.0038500000000000006 0.29190074906367042 0.15300000000000002 0.63350000000000006 0.51553679372533356 1.4870000000000003 23.550000000000004 1.5850000000000002 0.094500000000000015 -0.22602006688963208 0.010450000000000003 25.150000000000002 0.81150000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 13 8 12 9 16 15 -5 26 -12 20 14 -3 -1 22 -14 -10 -8 -2 -18 -4 -7 -15 -25 -6
right_child=2 3 7 6 10 23 19 -9 18 -11 11 -13 17 24 -16 -17 21 -19 -20 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=-0.0065029165221930554 -0.010521654691746794 0.0092320174188708706 0.00098288867545414846 0.0033018836324343382 -0.0011823691592939647 -0.022249452456074275 -0.014240343077414182 0.018645894583771624 0.010268145239268734 0.016928874491880561 -7.4041880297212611e-05 0.0062214342960121606 -0.0091114692541045938 0.020178113419297299 -9.5547196608213581e-05 0.010631655650519439 0.0026999052008934801 -0.0022622024630411849 -0.0010097850723629759 -0.00018474201162551877 0.0066453011022593635 -0.015100395477628401 0.014649093265107554 -0.0084335503298925852 0.004325778158448426 -0.020876906140539365 -0.016682539436513731
leaf_weight=222.22606131434441 125.40692667663097 312.93188510835171 82.95554581284523 351.47968648374081 15.666302710771562 14.982506632804869 25.75190082192421 18.181061565876007 38.70401269197464 28.197968989610672 176.01279100775719 312.66172026097775 77.104065909981728 44.087551757693291 62.444950506091118 14.575127229094504 13.451830506324766 541.51300600171089 65.198026597499847 32.462025672197342 9.9372885078191739 22.994489148259163 16.249870911240578 232.18840420246124 11.150132894515989 14.24037082493305 14.327750280499457
leaf_count=1032 634 1290 385 1555 70 84 115 81 179 123 778 1373 385 178 257 65 61 2672 294 143 50 109 75 1281 45 78 64
internal_value=0.000131146 0.00335793 -0.00463746 0.00585611 0.000833197 -0.00568249 0.00288926 0.00226019 -0.0028135 0.00431396 0.00322866 0.00395389 -0.00421905 0.00887307 0.00768033 -0.00544825 6.40027e-05 -0.0031159 0.00319123 -0.0064026 -0.00926116 -0.00853036 0.00322149 -0.00990331 0.0169783 -0.00915265 -0.00858684
internal_weight=2897.08 1727.88 1169.21 868.506 859.372 1015.37 437.892 153.833 340.703 379.678 518.669 488.675 753.961 430.615 375.377 236.801 135.652 618.617 103.902 58.2139 135.344 36.4463 99.2054 261.411 55.2377 246.429 29.9941
internal_count=13456 7561 5895 3706 3855 5184 1936 711 1570 1678 2285 2151 3741 1770 1547 1097 630 3057 473 258 684 170 460 1443 223 1359 134
is_linear=0
shrinkage=0.0201179


Tree=41
num_leaves=29
num_cat=0
split_feature=51 35 41 49 149 40 106 103 26 41 146 28 11 115 143 31 54 79 26 149 34 2 103 135 104 31 90 103
split_gain=105.874 25.8141 19.3945 18.4197 17.8055 13.7503 15.121 12.8122 12.3718 11.9362 12.0452 11.7751 10.2642 16.3797 9.983 9.53341 9.16341 8.79236 8.65734 7.29571 6.68023 9.79608 7.1263 6.64527 5.9708 3.68668 4.22696 1.6066
threshold=1.2050000000000003 3.4650000000000003 1.7650000000000003 1.8550000000000002 0.55463384271978033 4.6950000000000012 0.8590000000000001 1.1735000000000002 0.65138888888888913 3.4700000000000002 0.0038500000000000006 6.3875000000000011 1.1833333333333336 1.6905000000000003 -0.85449999999999993 0.29190074906367042 1.2350000000000001 2.5152597294757348 0.48950000000000005 0.51553679372533356 2.1250000000000004 -89.540362955289297 0.76750000000000018 -0.1055 0.63350000000000006 0.095698427382053614 -0.3158333333333333 0.36750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 18 9 7 8 -7 15 -5 10 -3 14 13 -6 23 -1 -14 -16 25 -9 22 -22 -20 -4 -13 27 -27 -2
right_child=2 3 11 5 12 6 -8 19 -10 -11 -12 24 16 -15 17 -17 -18 -19 20 -21 21 -23 -24 -25 -26 26 -28 -29
leaf_value=-0.006387504183710725 -0.013913874859917024 0.0096181704511292508 -0.01544465471295099 0.0035733266955098705 -0.0038188645777108817 -0.011355387513546618 0.014496905885209018 0.010024578746030823 0.024535490265920057 0.024687733791061938 0.00075506161736675517 0.021505785897327306 0.010587855570695337 0.010418981196869907 -0.0074056141226424219 0.010383266043502128 0.0031780886045688099 -0.0016988948449656481 -0.014703726100839819 -0.00098980336691736263 -0.012208941430123757 0.0049035316028236652 -0.0019034559584383715 -0.0055420700791051205 0.0014867678611966318 0.00084943965198226007 -0.012859709368096413 -0.02371872721184182
leaf_weight=221.69527564942837 11.469444423913957 336.88907437026501 41.311452567577362 368.39678977429867 144.94342142343521 46.705774024128914 11.389715835452078 38.845381751656532 11.759187653660772 18.075684249401093 76.075358688831329 11.115752637386324 94.386560708284378 42.23079814016819 132.26525716483593 14.623065754771231 237.57187549769878 628.51152899861336 46.999917343258858 65.176325514912605 20.523327708244324 39.784952476620674 28.146376058459282 81.618284463882446 13.181006938219069 10.194771096110342 84.902615681290627 16.504246339201927
leaf_count=1032 65 1385 205 1627 643 208 50 179 51 73 312 53 406 185 673 65 1051 3081 255 294 110 212 151 404 63 55 474 94
internal_value=0.000128411 0.00328858 -0.00455487 0.005733 0.00081622 0.0028287 -0.00628687 -0.00276 0.00422176 0.00868588 0.00798545 -0.00317071 0.00316078 -0.00060644 -0.00355059 -0.00534972 0.00528495 -0.00269105 -0.00941633 0.00312329 -0.00590706 -0.000919845 -0.00990943 -0.00886997 0.0106458 -0.0132786 -0.01139 -0.0196989
internal_weight=2895.29 1728.76 1166.53 869.292 859.473 438.251 58.0955 340.34 380.156 431.04 412.964 908.003 519.133 187.174 883.707 236.318 331.958 760.777 258.526 104.022 135.455 60.3083 75.1463 122.93 24.2968 123.071 95.0974 27.9737
internal_count=13456 7561 5895 3706 3855 1936 258 1570 1678 1770 1697 4479 2285 828 4363 1097 1457 3754 1416 473 728 322 406 609 116 688 529 159
is_linear=0
shrinkage=0.0201179


Tree=42
num_leaves=28
num_cat=0
split_feature=47 35 47 80 47 89 110 42 91 30 5 11 94 28 104 36 27 3 85 110 26 120 47 7 26 9 3
split_gain=98.4041 31.071 17.7699 16.2878 13.6086 13.3391 13.3101 12.0314 11.9346 11.394 10.6294 10.5152 10.175 9.60517 13.4096 9.24289 8.78528 8.22763 7.16684 7.3298 6.84222 6.15318 6.09535 5.91192 7.43423 4.51447 2.48967
threshold=1.6450000000000002 3.4450000000000007 1.2350000000000001 0.06302911005489141 2.0050000000000003 0.070000000000000021 18.650000000000002 9.6600000000000019 -0.21124999999999991 0.15708382526564343 1485.1123884616225 1.1380952380952383 22.050000000000004 2.683333333333334 0.68250000000000022 1.3750000000000002 0.37563492063492065 1510.4493944453327 -0.22333670374115264 15.850000000000003 0.60563492063492075 0.89450000000000018 1.8650000000000004 -34.823125323909828 0.41267857142857145 1.4476190476190478 1459.7348939487965
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 12 6 -1 10 21 -10 -3 -7 18 -14 -15 17 -17 -4 22 -20 23 -5 -2 26 -25 -9 -6
right_child=4 2 15 8 20 11 -8 25 9 -11 -12 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0060145511241824733 -0.017571126903285668 0.015354240109021288 0.00081660776657835094 0.0026399983156096289 -0.011638250548560776 -0.0070106139552707902 -0.0043828344486846055 0.015229996140142164 -0.0050635286979887591 0.0027453725878345829 0.0060955215596173468 0.0018162034403791897 -0.016041614063458991 0.0086086059510104961 -0.0045210330782033126 -0.011603894073406935 0.0046760311486240443 -0.014466384967980483 -0.0027362180444672111 -0.0086824826951280454 0.0086307177248174001 -0.015371319418238502 -0.0020614506552712759 -0.017398778513638146 -0.0071317820536143236 0.031193189487079262 -0.026419256597262509
leaf_weight=343.08855512738228 30.172147572040558 61.797147423028946 48.334278583526611 9.3994038701057416 8.1500265300273913 88.486566841602325 58.297234356403351 20.287579402327541 169.57190933823586 136.49675604701042 267.0969303548336 142.72698360681534 11.715591162443159 73.51884950697422 55.061465606093407 13.813798353075979 465.29266299307346 20.220864579081535 400.62535174190998 106.12956759333611 9.0961044281721097 41.868797466158867 15.538047611713408 32.350104585289955 242.68861876428127 11.092535749077795 10.631808191537855
leaf_count=1516 149 251 213 44 45 390 263 82 797 632 1089 627 58 361 270 62 2046 89 1994 532 49 196 78 185 1334 45 59
internal_value=0.000125723 0.00281292 0.00550076 0.000347722 -0.00499637 0.00228721 0.00450442 0.00897083 -0.00308576 -0.00158099 0.0078352 -0.00156183 -0.0034411 0.00139711 0.00298609 0.00321799 0.00420663 -0.00369113 -0.00466976 -0.00398156 -0.00855318 -0.012069 -0.0122992 -0.00908519 -0.00833942 0.0208731 -0.0200057
internal_weight=2893.55 1897.87 907.936 989.936 995.678 632.599 401.386 360.274 357.337 306.069 328.894 231.214 692.761 140.296 128.58 547.662 479.106 68.5551 552.465 506.755 302.917 51.2682 45.7102 293.821 275.039 31.3801 18.7818
internal_count=13456 8342 3877 4465 5114 2796 1779 1467 1669 1429 1340 1017 3442 689 631 2410 2108 302 2753 2526 1672 240 227 1623 1519 127 104
is_linear=0
shrinkage=0.0201179


Tree=43
num_leaves=23
num_cat=0
split_feature=51 86 41 86 26 150 86 49 137 23 41 142 79 105 145 79 26 137 7 99 4 104
split_gain=97.9879 24.8531 22.1186 19.893 19.1575 18.6229 16.1801 13.859 13.6792 11.9849 10.8321 10.6619 9.46915 9.05867 8.82988 7.66466 6.34899 6.1256 5.86109 5.85561 5.65558 2.97773
threshold=1.2050000000000003 3.4246212121212127 2.4450000000000007 2.8505319148936175 0.46050000000000008 0.56469500924214433 1.0000000180025095e-35 3.7050000000000005 3.8500000000000001 5.291666666666667 3.4700000000000002 1.2405000000000002 2.5152597294757348 0.88950000000000007 0.83025000000000015 2.5211368095958204 0.41267857142857145 6.8500000000000005 -32.795747186008718 0.73205128205128212 1552.5304611260187 0.49050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -4 9 -7 12 -5 -1 -6 17 19 14 20 -14 21 -10 -18 -2 -3 -9
right_child=3 13 4 8 10 6 -8 16 11 -11 -12 -13 15 -15 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=-0.0019372559749450072 -0.0056154539013517774 0.0042708833228482417 -0.015168297235278806 0.02112966200108396 0.0078825794936919005 0.0051993822586415836 -0.0010862639284477287 -0.022676696322218814 -0.0078881997359251631 0.015695296748872149 0.0248156191780857 0.017217249618347082 0.0069112159517206936 0.026034786187753078 0.026250861985961077 -0.0035078017392469146 -0.019996466849149533 0.0015539374579905693 -0.007477157809953245 -0.014313709963565437 0.018288152164995158 -0.0080395160775832784
leaf_weight=520.53864479064941 82.477978318929672 53.012073546648026 14.070863902568815 14.14515997469425 250.16107814013958 584.41312389075756 231.36320604383945 19.950517848134044 40.473924934864044 16.083528131246567 16.285835549235344 13.774700120091437 30.045607998967171 17.730262234807014 11.733508527278898 584.11251239478588 16.293092042207718 88.859680086374283 213.08336055278778 50.508731052279472 14.931731581687925 7.836510255932807
leaf_count=2392 420 217 59 65 1021 2539 1014 118 188 72 66 62 150 72 48 2897 92 414 1185 259 61 45
internal_value=0.000123097 0.00315724 0.00256836 -0.00439671 0.00770941 0.00150198 0.00341669 -0.0054385 0.00225667 -0.00140876 0.00891759 0.000391164 -0.00405199 0.013029 0.0101348 -0.00299807 -0.00946674 -0.00140085 -0.00836646 -0.00891913 0.00735151 -0.018549
internal_weight=2891.89 1730.32 1632.92 1161.56 280.518 1352.4 815.776 1004.31 157.253 536.622 266.447 143.108 747.145 97.4076 79.6773 614.158 257.163 129.334 229.376 132.987 67.9438 27.787
internal_count=13456 7561 7163 5895 1146 6017 3553 5166 729 2464 1087 664 3726 398 326 3047 1440 602 1277 679 278 163
is_linear=0
shrinkage=0.0201179


Tree=44
num_leaves=27
num_cat=0
split_feature=51 35 150 49 35 28 103 79 0 98 28 13 98 143 11 102 122 10 5 4 144 4 111 7 35 150
split_gain=94.1901 23.6845 21.4875 16.0994 12.4203 12.1078 11.8819 11.4663 11.1088 10.5698 9.83656 9.3835 9.14222 8.21021 7.38253 6.7659 6.13036 5.57391 7.19182 5.55925 5.44439 5.53814 5.27503 5.28088 4.24481 1.32555
threshold=1.2050000000000003 7.5150000000000006 0.56469500924214433 3.7050000000000005 4.5650000000000004 7.2111111111111121 1.7440000000000004 2.5152597294757348 1714.8179991393465 0.6132478632478634 6.3875000000000011 0.55000000000000016 0.63961038961038974 -0.86799999999999988 0.37857142857142861 1.1675000000000002 0.92600000000000016 1.3452380952380956 1484.8235304203727 1513.3210052433039 0.010450000000000003 1458.7261131133671 25.850000000000005 25.793817116490008 9.1000000000000014 0.46254438264199421
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 6 9 -1 11 -6 -4 13 12 -2 -9 -13 -12 17 18 -5 -7 21 -3 23 -18 -23 -19
right_child=3 20 5 16 8 19 -8 10 -10 -11 15 14 -14 -15 -16 -17 22 25 -20 -21 -22 24 -24 -25 -26 -27
leaf_value=-0.0025858152339580643 -0.0046253209076011865 0.027577684137848744 0.0059037370102643727 0.0011478358063245857 0.0028602362176134983 0.028658813536521974 0.0085370808884949918 -0.0081344913763879562 0.019895514675013794 0.0018412382791910887 0.023819093688501731 -0.012833605312563329 -0.016077094531329016 -0.0015787595322151694 0.0085565368162590343 5.3206121961899224e-05 -0.0050037060306116357 -0.016759014317361157 -0.01525404957738008 0.0087093969038898444 0.0034493625155096932 0.0051404376622789663 -0.021858055858102288 -0.016426366584901767 0.02147259959845212 -0.026378961932485397
leaf_weight=462.58277451992035 51.92505618929863 18.533120229840279 572.91701576113701 16.261744499206543 82.584628149867058 11.604594483971598 42.435562998056412 88.029190212488174 19.070995539426804 473.38918370008469 9.8656751215457934 9.5623330473899859 61.793803930282593 635.43625509738922 20.595720782876015 9.5340933650732023 173.37309116125107 11.192136749625208 32.326498433947563 11.027122765779493 11.129045799374579 13.122399583458902 8.982125595211981 18.090847998857498 12.652029722928999 12.041700422763823
leaf_count=2131 261 75 2425 93 357 49 190 435 80 2058 47 49 317 3113 105 45 958 66 189 47 45 53 50 100 51 67
internal_value=0.000120555 0.00309236 0.00266433 -0.00431801 -0.000359693 0.00438062 -0.00165117 -0.00300415 0.0060562 0.00406571 -0.00199736 -0.00820238 -0.0108482 -0.00237645 0.00177403 0.0121396 -0.00859704 -0.0136402 -0.00976444 0.018939 0.0160298 0.0191896 -0.00678997 -0.00608304 0.0131578 -0.0217452
internal_weight=2890.06 1731.05 1675.61 1159.01 606.674 1068.94 505.018 886.742 101.656 1046.31 742.865 143.877 113.719 723.465 30.1581 19.3998 272.268 71.8221 48.5882 22.6317 55.4366 44.3075 200.446 191.464 25.7744 23.2338
internal_count=13456 7561 7337 5895 2758 4579 2321 4372 437 4483 3640 732 578 3548 154 92 1523 415 282 96 224 179 1108 1058 104 133
is_linear=0
shrinkage=0.0201179


Tree=45
num_leaves=27
num_cat=0
split_feature=35 47 86 89 150 89 86 55 93 150 100 35 56 86 23 56 86 143 5 112 142 86 55 108 26 2
split_gain=76.1077 37.7371 32.8465 22.3006 21.2131 22.1265 23.1452 16.4885 15.5118 12.9962 12.4657 11.282 10.0964 11.6812 8.56177 15.9228 11.8279 9.45412 9.2727 8.70697 7.38334 7.29246 7.06594 7.02943 6.69295 6.53722
threshold=3.3650000000000007 1.2950000000000002 3.1371473354231978 0.05000000000000001 0.46585999493613611 1.0000000180025095e-35 2.0635080645161294 1.5350000000000004 17.550000000000004 0.57067983183980531 0.71000000000000008 8.6000000000000014 2.7650000000000001 2.6273148148148153 3.8452380952380958 1.7950000000000002 2.8804761904761906 0.063500000000000015 1500.153228735054 0.52250000000000008 2.0165000000000002 2.4204545454545459 1.1150000000000004 1.5000000000000002 0.48816666666666669 257.45434473429981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 4 -4 21 7 -7 -6 10 -10 -5 12 13 -2 16 18 20 -18 -16 -17 -3 24 -14 -23 -1 -13
right_child=1 14 3 8 5 6 -8 -9 9 -11 -12 25 22 -15 15 19 17 -19 -20 -21 -22 23 -24 -25 -26 -27
leaf_value=-0.013773485774938742 0.0043132751187159616 -0.0021975646300280358 0.034780264658823362 0.016750178281742509 0.001885457042202953 -0.018862588386330918 -0.0043613946889024865 -0.0035420754095684898 0.031029985984369558 0.0070084453385325391 -0.0033000216095236891 0.026132780370656625 0.0083526338818855298 0.012851645641126832 -0.015232087598895692 0.0068163004315850879 0.011753747358474197 -0.0012281988747490946 0.0044369346914570826 0.024121385573764538 0.014755323467049934 -0.0069025513219825143 0.021223015561718392 0.011944434879252492 -0.006979376725555258 0.0078568200884125451
leaf_weight=95.794759973883629 284.86551244556904 389.35440136492252 10.490241244435309 14.874122962355612 508.85151399672031 49.790547981858253 423.02694229781628 408.31658510863781 13.187397167086599 29.525053679943085 80.318077847361565 21.989915505051613 35.363088980317116 83.964425846934319 14.909409269690512 26.571863070130348 53.312237948179245 39.543873846530914 27.766793817281723 21.123389452695847 10.682687953114508 20.824054345488548 33.737979859113693 13.015403926372526 151.50037749111652 12.38354381918907
leaf_count=529 1172 1782 43 65 2295 254 2041 2110 56 125 349 89 142 345 68 115 230 171 123 91 48 103 136 64 798 50
internal_value=-7.41043e-05 0.00422329 -0.00256719 0.00650354 -0.00337267 -0.00235329 -0.00588847 -0.000530833 0.00435251 0.0144252 -0.000167025 0.00845042 0.00757929 0.00625706 0.000800322 0.00649268 -0.000243351 0.00622516 -0.00243449 0.0144806 -0.00174483 -0.00841266 0.0146366 0.000346206 -0.00961124 0.0195488
internal_weight=2875.08 1055.57 1819.52 148.395 1671.12 1389.99 472.817 917.168 137.905 42.7125 95.1922 472.304 437.931 368.83 583.265 90.3715 492.893 92.8561 42.6762 47.6953 400.037 281.135 69.1011 33.8395 247.295 34.3735
internal_count=13394 4562 8832 638 8194 6700 2295 4405 595 181 414 1934 1795 1517 2628 397 2231 401 191 206 1830 1494 278 167 1327 139
is_linear=0
shrinkage=0.0201179


Tree=46
num_leaves=26
num_cat=0
split_feature=35 47 55 122 90 0 35 35 93 27 93 34 56 106 9 23 56 110 30 85 20 136 55 2 56
split_gain=73.1021 36.1918 25.8782 14.3187 13.271 16.5597 11.3239 10.8671 10.4755 12.451 10.2211 9.84562 9.68773 9.56407 8.51694 9.38081 16.5676 10.5281 8.03123 7.70288 8.76116 7.11873 6.76303 6.29662 6.20496
threshold=3.3650000000000007 1.2950000000000002 1.5350000000000004 1.8620000000000003 0.021249999999999953 1504.3046972196137 3.3350000000000004 8.6000000000000014 14.550000000000002 0.61527777777777792 15.900000000000002 2.3650000000000007 2.7650000000000001 0.8590000000000001 0.34523809523809529 3.8452380952380958 1.7950000000000002 24.950000000000003 0.16287683031869077 -0.17357142857142852 2.5000000000000004 12.050000000000002 1.1150000000000004 257.45434473429981 2.3150000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 5 -1 11 12 19 13 -6 -5 24 -10 18 17 -17 -16 -3 21 -21 -4 -14 -9 -2
right_child=1 14 8 6 10 -7 -8 23 9 -11 -12 -13 22 -15 15 16 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0025783907510258798 0.0078289802247351083 -1.7506484457351441e-05 -0.019258988357234077 0.008462386287444253 -0.012316846976444125 -0.0044194652552245967 -0.014994260969134343 0.025640299059045076 -0.0016648445139020333 0.014995131674786997 -0.0010518782272240341 -0.0043390165386045449 0.008182137984450881 -0.0084103038302317662 -0.00020873717924445119 -0.0030166062464837247 0.014414094191970405 -0.014452731971115565 0.022317791550459078 -0.0052155003523596663 -0.015826647267611616 -0.0029290151104477483 0.020768501310697168 0.0076992730636027641 0.0021314913394971224
leaf_weight=362.97702877223492 258.79533429443836 12.117621287703516 36.12522192299366 140.50853183865547 70.950775593519211 219.70409213006496 10.803451910614966 21.961672708392143 336.43758200109005 15.452745229005812 60.310564443469048 29.403918281197548 35.373605281114578 113.86485002934933 446.40602134168148 41.476253658533096 47.166147574782372 22.038420498371124 14.092717617750166 370.5828900039196 34.417777180671692 15.416037514805792 33.782270297408104 12.382723480463026 110.35749797523022
leaf_count=1646 1065 56 187 617 325 1006 47 89 1725 78 272 131 142 582 2018 186 203 101 64 1953 184 79 136 50 452
internal_value=-7.28272e-05 0.00413673 -0.00251928 -8.15495e-05 -0.00136204 -6.01886e-05 0.00497714 0.00827425 -0.00488395 -0.00276119 -0.007141 0.00624702 0.00742032 -0.00337054 0.000784039 0.00025673 0.0062581 -0.000878876 0.0119914 -0.00704953 -0.00611728 -0.0143748 0.0143306 0.019172 0.00612575
internal_weight=2872.91 1055.95 1816.96 894.658 713.942 582.681 180.716 472.653 922.297 465.755 131.261 169.912 438.309 450.302 583.297 557.087 88.6424 468.444 26.2103 456.542 405.001 51.5413 69.1559 34.3444 369.153
internal_count=13394 4562 8832 4044 3249 2652 795 1934 4788 2385 597 748 1795 2307 2628 2508 389 2119 120 2403 2137 266 278 139 1517
is_linear=0
shrinkage=0.0201179


Tree=47
num_leaves=22
num_cat=0
split_feature=35 86 55 55 86 9 120 133 23 86 79 86 5 5 37 138 52 9 128 131 92
split_gain=70.2333 31.2158 22.3217 19.6469 15.2349 14.6047 14.3013 14.1522 15.3601 12.6236 13.5899 13.2458 12.1234 11.5129 10.4976 13.1715 10.4655 8.34002 6.17154 5.62928 3.36713
threshold=3.3550000000000004 3.8473193473193477 1.5350000000000004 1.2150000000000001 2.8019607843137257 0.65476190476190488 1.9500000000000002 3.4145000000000003 3.3666666666666671 2.485525227460712 2.9233292619089171 1.0000000180025095e-35 1494.790465162527 1489.5501485212337 0.27434057995528416 8.5000000000000018 3.2050000000000005 2.3095238095238098 1.0000000180025095e-35 1.0500000000000003 0.21916666666666668
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 14 7 20 13 8 -5 11 -11 -4 -8 -1 18 19 -7 -17 -2 -16 -6
right_child=3 -3 9 4 5 16 12 -9 -10 10 -12 -13 -14 -15 15 17 -18 -19 -20 -21 -22
leaf_value=0.0022377324451296901 0.0081428452859048615 0.021451325838244002 -0.0048012052758321846 -0.00055349555827983673 0.01509583584832852 0.0018916195616608697 0.026007299400449824 0.023398650368593257 0.0065973917107066925 0.0016795689835333635 -0.011696093588363375 -0.011393328772476591 0.0034903279541706085 -0.0033996899906636345 0.0076043252391462118 -0.00064385433601714967 0.012176954257253949 0.015740903876709282 -0.010097339246991141 0.019832513659938929 0.030454561966697803
leaf_weight=208.59495843946934 15.478902220726015 21.726566672325134 536.78097027540207 542.11047396063805 11.540369376540186 106.79791747033596 10.351168021559713 11.659457534551619 156.71821784973145 173.16290184855461 37.379496783018112 160.18142737448215 148.76687316596508 493.46703571081161 19.489004716277122 38.012362509965897 64.055593013763428 18.787226349115372 14.578189685940741 69.870115488767624 11.574140459299086
leaf_count=944 63 89 2826 2411 49 463 45 48 671 854 179 871 656 2258 80 155 263 76 60 284 49
internal_value=-7.15458e-05 -0.00251611 -0.00281053 0.0039785 0.00278117 0.00777831 -0.000490468 0.0014169 0.00105014 -0.00501216 -0.0006951 -0.00631627 0.00495518 -0.0017247 0.010124 0.0123507 0.00574779 0.0047755 -0.000703708 0.0171657 0.0227868
internal_weight=2871.08 1790.41 1768.68 1080.67 904.456 193.968 861.18 710.488 698.829 907.505 210.542 696.962 159.118 702.062 176.216 146.159 170.854 56.7996 30.0571 89.3591 23.1145
internal_count=13394 8722 8633 4672 3954 824 3903 3130 3082 4730 1033 3697 701 3202 718 595 726 231 123 364 98
is_linear=0
shrinkage=0.0201179


Tree=48
num_leaves=25
num_cat=0
split_feature=35 47 79 79 49 93 41 103 143 147 4 93 137 35 47 56 56 29 107 79 136 136 6 27
split_gain=67.4584 33.8241 18.2069 14.8507 12.8013 11.6631 10.5563 9.70965 9.25763 8.38451 15.8095 10.1388 9.65076 8.35199 8.16773 7.78046 8.49146 6.94472 9.64689 7.5197 6.70398 6.58185 6.58122 5.98177
threshold=3.3650000000000007 1.2950000000000002 2.5152597294757348 3.8646919751211271 3.7050000000000005 11.400000000000002 3.4550000000000005 0.73350000000000015 0.39750000000000008 0.41111655002225012 1560.1965424726661 15.900000000000002 6.9500000000000011 3.2650000000000001 1.675 2.7650000000000001 2.3150000000000004 2.7071428571428577 0.59050000000000014 2.4996075448737458 6.6500000000000012 14.950000000000001 1488.0948259722456 0.44707142857142862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 9 4 5 -4 15 -6 -5 10 12 -12 -1 20 17 16 -2 18 -3 -19 -11 23 -17 -16
right_child=1 14 3 8 7 -7 -8 -9 -10 13 11 -13 -14 -15 21 22 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=-0.021565426232905725 0.0081481106472720121 -0.013561628367007542 -0.0038671295520214489 0.021350622951646622 -0.0024613614627998341 0.00010053729003071637 0.023710133067454495 -0.013139175883472548 -0.00057641152660534254 -0.0060822639863076572 0.0016262886268394474 0.0284687960584026 -0.00064715332142109994 0.0083538069649516985 0.0013822920047951409 0.02532118501843383 0.0015257113327409413 -0.0096878662591210838 0.0026790701895633008 0.0028096907520708159 -0.013053062632641874 0.0073129594351479064 0.010315850592345514 -0.015700413092270455
leaf_weight=14.162871867418287 278.85523180663586 28.166209787130356 450.84011293947697 18.365317881107334 70.759391263127327 895.33376261591911 16.631055161356926 67.204083055257797 13.536211386322973 111.59745879471302 13.993516102433206 9.6043905913829786 24.144551455974579 11.041141062974928 11.726905196905134 15.18544429540634 108.99727694690228 20.360119298100471 31.198525413870811 453.54991610348225 111.76742327213287 10.321647346019743 53.553305640816689 28.35241687297821
leaf_count=74 1144 126 2131 75 395 4211 68 376 55 607 74 48 126 55 59 61 446 95 139 2014 605 52 215 143
internal_value=-7.02676e-05 0.00396917 -0.00242593 -0.00153447 -0.0018264 -0.00122825 0.00796615 -0.00766274 0.0120465 -0.00698693 -0.000401632 0.0125516 -0.00838118 -0.00872604 0.000728553 0.00739266 0.00628705 0.00146019 -0.00502638 0.00227275 -0.00957035 -0.00701253 0.0136309 -0.010702
internal_weight=2869.25 1056.9 1812.35 1516.04 1484.14 1346.17 473.222 137.963 31.9015 296.311 61.9053 23.5979 38.3074 234.406 583.676 456.591 387.853 533.275 59.3647 473.91 223.365 50.401 68.7387 40.0793
internal_count=13394 4562 8832 7243 7113 6342 1934 771 130 1589 322 122 200 1267 2628 1866 1590 2374 265 2109 1212 254 276 202
is_linear=0
shrinkage=0.0201179


Tree=49
num_leaves=27
num_cat=0
split_feature=47 80 80 41 50 9 38 136 38 55 96 16 26 28 85 144 26 8 16 135 130 111 121 49 91 104
split_gain=63.0487 28.525 18.5028 17.5166 12.9068 11.0656 12.4451 10.6607 10.6836 10.4246 10.301 10.5448 11.928 10.015 9.24356 8.28441 8.10114 10.0359 8.04806 7.85069 7.67898 7.42347 7.39726 6.85216 5.4418 5.42971
threshold=1.4650000000000001 0.024646199819576001 0.086570052833251351 1.9650000000000001 1.4850000000000001 0.51666666666666672 0.28500389429309053 4.9500000000000011 0.22292819597063349 1.9850000000000001 3.5000000000000004 2.5000000000000004 0.61527777777777792 5.0500000000000007 -0.16764150943396225 -0.00024999999999999995 0.54133928571428591 1.6547619047619049 3.5000000000000004 1.0000000180025095e-35 1.5855000000000004 13.15 0.89450000000000018 3.0950000000000002 0.014583333333333252 0.74750000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 10 9 16 23 -1 20 -3 14 12 -12 22 24 -10 17 -5 -6 -16 -9 -13 -4 -7 -2 -15
right_child=3 2 13 5 18 6 -8 8 15 -11 11 21 -14 25 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0069519482969289089 -0.0082296463291305737 0.0010042948355261318 -0.024835530294319858 0.014211766967839552 0.00534494709029082 -0.00091447743318775077 0.021944912999335802 -0.0033364100480942458 0.0030816954807010178 0.019877952593918023 -0.0034487286572685823 0.022376260239824988 0.01785208889523025 0.012120016966459 -0.0074745023204766444 0.019984363713183496 0.021387264503030665 -0.010158896580411633 0.018172796880452056 -0.0023549197524977603 0.010081445166887375 -0.0016086548919934862 -0.0076372061766669724 -0.014872940826292706 -0.019236542688767289 -0.0072350824258287363
leaf_weight=13.616782411932943 43.190674424171448 760.45630232989788 12.461241230368612 15.119309410452844 263.26727975904942 507.36520950496197 9.4863084554672223 22.067971497774124 14.271755337715147 12.031840562820433 348.78652837872505 11.849958255887033 10.974655538797377 14.391999050974848 280.90904013812542 66.076611593365669 15.434736669063566 12.486991584300993 21.40462438762188 213.27230037748814 79.260128647089005 9.3375465720891935 53.933206975460052 14.644576877355574 31.397468402981758 9.9017094820737821
leaf_count=55 222 3331 62 70 1080 2365 45 89 58 52 1782 58 55 67 1483 269 72 58 87 1123 319 48 259 76 163 46
internal_value=-6.90276e-05 0.0031089 0.00189959 -0.00286936 0.0026477 -9.6552e-05 -0.00089108 0.0102167 0.0115035 0.00129827 -0.00454677 -0.00198663 -0.00279892 -0.00682114 -0.00626148 0.0169821 0.00971457 0.00318807 0.00630951 -0.00526507 0.00715914 0.0118055 -0.0108652 -0.00130609 -0.012863 0.0042309
internal_weight=2867.4 1343.14 1147.85 1524.26 1057.16 574.537 531.496 195.293 181.676 772.488 949.718 380.949 359.761 90.6882 568.769 80.3484 43.041 27.6063 284.672 494.181 101.328 21.1875 66.3944 522.01 74.5881 24.2937
internal_count=13394 5774 4984 7620 4550 2686 2486 790 735 3383 4934 1943 1837 434 2991 327 200 128 1167 2606 408 106 321 2441 385 113
is_linear=0
shrinkage=0.0201179


Tree=50
num_leaves=29
num_cat=0
split_feature=51 35 86 89 86 86 85 99 27 44 131 89 105 42 27 54 131 144 89 53 140 133 119 138 41 30 103 144
split_gain=59.0529 30.3231 21.1459 20.1153 36.8341 14.4498 13.498 13.0389 12.0425 11.0893 10.8835 10.4236 9.75198 9.43828 9.331 9.28011 10.8925 8.51918 10.3844 8.01395 7.96642 7.82682 7.20469 6.92035 6.8805 6.72677 4.6808 3.10198
threshold=1.2350000000000001 4.3350000000000009 3.3454907161803717 1.0000000180025095e-35 2.0993827160493832 2.7905701754385968 -0.15669467787114846 0.6858552631578948 0.5221111111111113 8.5250000000000004 1.3165000000000002 0.090000000000000011 0.93450000000000022 2.8950000000000005 0.53267857142857145 1.385 1.7640000000000002 -0.0010499999999999999 0.93000000000000005 3.2750000000000004 1.0000000180025095e-35 1.5855000000000004 1.9000000000000001 10.500000000000002 2.5950000000000002 0.20295303476081508 0.70850000000000002 0.00045000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 8 -1 27 19 20 -4 -11 -10 -13 16 -12 21 22 -8 24 26 -19 -17 -3 -22 -7 -2
right_child=5 10 11 4 -6 17 9 -9 13 12 15 14 -14 -15 -16 23 -18 18 -20 -21 25 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0032159300059231267 -0.013819337784040403 0.0028697355391995279 0.024799015237526378 -0.023316899685134 -0.0019455783224721834 -0.023100134397725968 -0.004488489714929495 -0.0014921091495982812 0.014500338754795141 4.6684119577744105e-05 0.0073616769307775038 0.0031113924064931253 0.021862970640165205 -0.012379730626260629 0.017792574606599776 0.0098313922073413086 0.028143979023297575 0.0044492076538513161 0.021721093896131655 -0.011118312680131059 -0.0096418572880787208 0.0073583179604505798 -0.011328919601706093 -0.0068528093669233403 0.010501847099220007 0.0075628529769327735 -0.0044584852330949946 -0.023703681993272146
leaf_weight=644.71702395379543 24.63696500658989 120.38132998347282 14.66959200799465 35.372221142053604 422.61146409809589 11.426308095455175 569.17540602385998 377.47551248967648 9.1014728695154208 46.752930372953415 17.859657853841782 73.742013618350029 10.080900132656096 12.613906562328337 22.982904076576233 89.335084676742554 23.825315847992897 78.389823913574219 12.372006461024283 84.785915657877922 27.204850256443024 9.8971046805381757 13.770439371466635 11.338529527187346 79.304179891943932 13.895121708512304 10.427719131112097 26.872207626700401
leaf_count=2842 132 515 59 168 1909 56 2993 1720 47 233 75 304 50 69 94 364 98 373 60 507 115 47 66 47 322 57 49 146
internal_value=-0.000194664 0.00176684 0.000543673 -9.24701e-05 -0.0035962 -0.00440352 -0.00545453 0.00147734 -0.0136788 -0.00460727 0.00684784 0.00899661 0.00391649 -0.00111327 0.00659988 0.0112576 0.0192401 0.00164275 0.00441493 -0.00534806 0.00424067 -0.00748368 0.00209158 0.00795223 0.00590083 -0.00382509 -0.0142056 -0.0189761
internal_weight=2895.02 1974.71 1591.57 1480.18 457.984 920.303 784.02 1022.19 73.2246 710.795 383.144 111.395 56.8338 21.7154 96.7249 142.359 41.685 136.283 104.532 653.961 240.785 31.7511 92.1603 100.674 199.686 41.1 21.854 51.5092
internal_count=13517 8689 7096 6639 2077 4828 4177 4562 394 3783 1593 457 283 116 398 584 173 651 499 3500 1009 152 439 411 837 172 105 278
is_linear=0
shrinkage=0.0201179


Tree=51
num_leaves=24
num_cat=0
split_feature=47 35 86 54 86 150 55 41 144 99 104 114 39 11 131 125 3 146 93 5 89 143 41
split_gain=61.2225 30.7613 22.0224 16.5423 11.5975 11.3489 11.1713 11.0347 9.20061 9.06386 17.4387 10.4262 8.0416 7.37609 6.77423 11.0132 7.49922 6.70158 9.84447 9.6021 6.37392 6.31703 4.14391
threshold=1.7250000000000003 4.3350000000000009 3.9115384615384619 1.385 3.0400641025641026 0.48538789856891795 1.3450000000000004 1.7950000000000002 0.00065000000000000008 0.63397129186602885 1.0305000000000002 1.8540000000000003 0.672172232790753 1.3095238095238098 1.2110000000000001 1.7750000000000001 1659.4828751538473 0.013250000000000001 28.050000000000004 1543.6576342852798 0.090000000000000011 0.46200000000000008 1.8050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 7 -5 12 14 -1 10 -9 -11 21 22 16 -16 -2 18 -8 -19 -4 -3 -6
right_child=4 6 20 5 13 -7 17 9 -10 11 -12 -13 -14 -15 15 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=1.1963824184842023e-05 -0.011252050223385081 0.011044842746107791 0.029315524431043464 -0.011079477149605802 0.0074017621562437854 0.0041656647131050085 0.0044767624756628169 -0.0017430506689662844 -0.0039014098898476112 -0.0074822967807598745 0.022691483822245426 0.0038762325427978174 -0.0037083205434416157 0.015266892287579371 -0.0070950477422990505 0.011728511819472988 0.0075538109668896476 -0.0080926939892460113 0.017288983964510705 0.011925660773297285 0.0086781176665033342 0.022739021661380438 -0.0091673380172574825
leaf_weight=923.60915371775627 206.14354594051838 70.547445118427277 12.693651482462885 20.710298508405685 10.981227666139604 432.01886922121048 201.34640116989613 154.74796304106712 330.03791730105877 227.69501569867134 12.799174070358275 38.192708030343056 11.426984429359434 17.437856495380402 72.850972831249237 15.205163031816481 8.9544368237256986 33.543284669518471 27.599867075681686 13.641668781638144 11.5876377671957 25.439168855547905 13.768660500645636
leaf_count=4246 1171 286 51 93 52 1825 848 800 1508 1182 65 199 46 81 405 83 51 140 115 56 47 103 64
internal_value=-0.000191045 0.00158518 0.000442786 0.00017207 -0.0050131 0.00346825 0.00673995 -0.00560065 -0.00101827 -0.00354132 0.0001235 -0.0058507 0.0122449 0.00524514 -0.00854495 -0.00384459 -0.0104691 0.00459851 0.00602133 -0.00230502 0.0194672 0.0141442 -0.00181553
internal_weight=2892.98 2114.2 1730.66 1706.38 778.777 452.729 383.545 736.589 1253.65 433.435 167.547 265.888 107.414 42.1877 303.154 88.0561 215.098 276.131 228.946 47.185 24.2813 95.9866 24.7499
internal_count=13517 9364 7770 7672 4153 1918 1594 3956 5754 2246 865 1381 435 197 1710 488 1222 1159 963 196 98 389 116
is_linear=0
shrinkage=0.0201179


Tree=52
num_leaves=27
num_cat=0
split_feature=47 35 86 56 93 150 55 123 86 142 79 36 77 138 147 38 47 89 127 38 8 123 150 56 92 150
split_gain=58.9118 29.521 21.0055 19.1231 11.2661 11.1049 10.7068 10.1677 11.1573 11.8792 9.37137 9.09943 7.89721 7.55098 7.70179 7.66882 6.11583 6.114 5.71474 5.14282 8.22464 7.0468 4.78163 4.60946 3.28857 3.48661
threshold=1.7250000000000003 4.4350000000000014 3.9115384615384619 2.0750000000000006 20.550000000000004 0.55481116160433952 1.3450000000000004 1.8440000000000003 2.752551020408164 1.1880000000000002 3.477603621576836 2.2350000000000008 1.3785714285714288 2.5000000000000004 0.4524781174811251 0.15765056868866578 2.0250000000000004 0.090000000000000011 1.0500000000000003 0.17354195597013392 2.5166666666666671 1.1465000000000003 0.46254438264199421 1.4950000000000003 -0.051249999999999941 0.52479469483749097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 7 -5 19 8 12 -10 -1 18 -2 14 -8 -15 23 -4 -6 20 -3 -21 -18 -13 -9 -26
right_child=4 6 17 5 11 -7 13 24 9 -11 -12 16 -14 15 -16 -17 22 -19 -20 21 -22 -23 -24 -25 25 -27
leaf_value=-0.0014048997985734973 -0.0085264343893952672 0.0014945847513329743 0.028698828021411802 -0.0040476637525368453 0.0018031812796042992 0.0050903406896417799 0.020790295495672514 -0.025407354267523424 -0.0013831033170613159 0.022238127580011147 0.0066345602579604337 0.012817672890447072 -0.0033634480169971565 -0.0029242309754319148 0.0022757676393646235 0.0055445086418358666 0.0012286412664832868 0.0084958013795474047 0.021968742344683965 0.0038320826450608998 0.019155508075571221 0.021173228331823335 -0.015093500527331976 -0.0010898707547936407 -0.007032434984268642 -0.022490828214582446
leaf_weight=1226.0775386840105 315.62700755894184 30.448298722505569 12.7054330855608 62.59116804599762 11.549563422799112 384.22375628352165 21.743092015385628 11.218069344758986 69.967865735292435 9.8269614577293378 61.632869020104408 10.889133319258688 193.37117579579353 59.201364010572433 15.632240533828734 160.87796145677567 10.945736214518545 11.598074838519095 11.208221703767775 12.577319771051405 16.432337701320648 38.578624814748764 21.592597290873528 84.431943491101265 17.0688910484314 9.0307396650314313
leaf_count=5645 1744 123 51 278 59 1616 92 59 343 47 253 55 1044 246 65 674 61 47 56 51 66 157 121 426 90 48
internal_value=-0.000187453 0.00155317 0.00048444 0.000224191 -0.00492558 0.00381025 0.00684078 -0.00611394 -0.0054685 0.00152584 -0.00102011 1.43301e-05 -0.006565 0.00468626 0.0130468 0.00326638 -0.0020718 0.0190579 0.0117351 0.0124987 0.00768516 0.0169098 -0.00960259 0.000498804 -0.0162974 -0.0123815
internal_weight=2891.05 2114.32 1758.83 1734.53 776.728 446.815 355.491 626.111 588.793 79.7948 1287.71 150.617 508.998 257.455 37.3753 220.079 127.859 24.3035 22.7578 98.0366 46.8806 51.1559 32.5383 95.3211 37.3177 26.0996
internal_count=13517 9364 7890 7792 4153 1894 1474 3375 3178 390 5898 778 2788 1077 157 920 663 98 115 397 189 208 182 481 197 138
is_linear=0
shrinkage=0.0201179


Tree=53
num_leaves=18
num_cat=0
split_feature=41 55 86 23 93 35 86 86 23 80 26 85 141 28 23 125 105
split_gain=52.7395 37.8131 18.7982 15.7427 20.8325 15.3509 15.629 8.77295 8.57513 8.5852 8.92822 7.92415 7.50336 7.20104 10.1469 7.71562 3.23326
threshold=2.2750000000000004 1.6950000000000001 3.9115384615384619 3.5500000000000003 20.550000000000004 4.5850000000000009 3.0919661733615227 1.5227272727272729 6.166666666666667 0.084468226489000764 0.53816666666666679 -0.10442932728647013 -0.20699999999999999 2.0500000000000003 3.2250000000000005 1.2250000000000003 0.25050000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 11 -5 9 13 -11 -3 -8 15 -15 -2 -4
right_child=8 5 16 7 -6 -7 12 -9 -10 10 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0023950295294601284 0.0017791452428991598 -0.012836369779573788 0.010786804665768828 0.0064890793467556477 0.003232774209921472 0.017542827951632152 0.022064118043028547 -0.0014574264213482145 -0.010876734210852123 -0.01799844876505062 0.0052038094000197242 -0.005977294366444127 0.0003695536093986361 0.0035592610298045778 0.010801117083455491 0.015617736957383544 0.02589018114632749
leaf_weight=1104.5621053278446 22.166365697979927 79.123369857668877 11.826597020030023 196.09398694336414 350.74545067548752 11.21248836815357 10.427066415548326 78.831892684102058 12.509830519556997 11.990049228072168 15.248114839196203 492.49016283452511 16.928610578179359 295.46332639455795 106.54723374545574 61.691546902060509 11.144883945584295
leaf_count=5131 90 431 48 883 1609 49 48 355 51 53 66 2667 77 1227 437 250 45
internal_value=-0.000183929 -0.0014658 3.54337e-05 -0.000204593 -0.00103866 -0.00577923 -0.00621583 0.00421048 0.00557988 0.00598111 -0.0050094 -0.00692675 0.00863907 0.00659726 0.00547863 0.0119598 0.0181147
internal_weight=2889 2363.39 1753.2 1730.23 1455.31 610.182 598.969 274.926 525.616 513.107 27.2382 571.614 27.3557 485.868 402.011 83.8579 22.9715
internal_count=13517 11343 8071 7978 6740 3272 3223 1238 2174 2123 119 3098 125 2004 1664 340 93
is_linear=0
shrinkage=0.0201179


Tree=54
num_leaves=20
num_cat=0
split_feature=41 55 23 120 146 23 44 50 132 132 23 55 135 108 10 100 26 146 103
split_gain=50.6302 36.4478 14.8459 10.7312 13.9423 8.23256 7.69483 7.4345 9.14098 7.32867 6.76025 10.2653 13.6974 8.83991 8.53734 8.34451 6.5597 7.71023 6.95104
threshold=2.2750000000000004 1.6950000000000001 4.366666666666668 1.7320000000000002 0.00015000000000000004 6.166666666666667 9.8850000000000033 1.405 1.7320000000000002 2.4145000000000003 3.2250000000000005 1.2250000000000003 -0.26199999999999996 3.5000000000000004 2.5916666666666672 2.9000000000000004 0.46707142857142864 0.0058500000000000002 0.5415000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 10 16 8 -4 -1 11 12 -2 14 -12 -13 18 -18 -3
right_child=5 6 7 4 -6 -7 -8 -9 -10 -11 13 15 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.0018666208763517015 0.022990888554613731 -0.0041241328240020914 0.0076545307741182596 0.0048612127058907748 -0.0024474025490188694 -0.01066606105571377 0.0090807021014832207 0.017760997008462349 -0.0049955684688755579 0.0062066410715437767 0.0092374084788231746 0.0015703687676755468 0.0057952022371379527 -0.0036550244110285404 0.023459350191448625 0.013876919760552855 -0.0039710851867371371 -0.015501648915265348 -0.012390694959127068
leaf_weight=1113.4301815181971 25.00298410654068 65.876281067728996 90.713037684559822 281.73904220759869 169.0113886743784 12.500375449657438 13.964230060577391 19.669047147035599 31.025625661015511 47.447287499904633 87.705419823527336 263.29715505242348 74.954695254564285 16.837681159377098 21.216904580593109 24.362996846437454 393.74342851340771 24.95929616689682 109.77811408042908
leaf_count=5211 101 370 412 1264 752 51 64 82 138 212 360 1105 302 69 86 100 2099 125 614
internal_value=-0.000180437 -0.00143765 3.46876e-05 -0.000513705 0.00212079 0.00546483 -0.00568058 0.00628479 0.00443054 -0.00153664 0.00585762 0.00454261 0.0100965 0.00991066 0.0120078 0.00261268 -0.00602741 -0.00465845 -0.0092905
internal_weight=2887.24 2361.36 1753.04 1611.63 450.75 525.878 608.321 141.408 121.739 1160.88 513.378 387.618 99.9577 125.76 108.922 287.66 594.357 418.703 175.654
internal_count=13517 11343 8071 7439 2016 2174 3272 632 550 5423 2123 1608 403 515 446 1205 3208 2224 984
is_linear=0
shrinkage=0.0201179


Tree=55
num_leaves=21
num_cat=0
split_feature=49 86 80 29 86 34 127 37 34 86 86 89 144 100 104 149 52 14 94 55
split_gain=54.7627 28.8469 25.8979 19.4495 14.0877 12.885 12.5161 11.1251 10.8816 10.2758 16.9465 10.1795 10.0895 10.078 9.21326 9.08775 8.5062 7.69469 6.78766 6.21131
threshold=2.2550000000000003 3.4558441558441566 0.072925573441391861 5.5277777777777786 3.3618181818181827 10.350000000000003 0.81650000000000011 0.5361848683248388 5.2650000000000006 2.2795138888888893 1.0000000180025095e-35 1.0000000180025095e-35 0.0021500000000000004 1.2250000000000003 0.56050000000000011 0.53851874003189804 2.2250000000000005 0.63333333333333341 14.550000000000002 1.3550000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 5 11 16 13 9 10 -4 -1 19 -5 -3 -8 -2 -14 -11 -6
right_child=1 14 8 7 12 -7 15 -9 -10 18 -12 -13 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0047906337629869096 -0.013711441104649317 0.02478041317488127 -0.0034779625071178809 0.0067384483070839071 0.011993135310234338 0.023808030030380421 -0.0044750175042683011 0.018620937059854098 0.014545307519605959 -0.0023564836076499121 -0.020961642987601774 0.00019287718624200011 -0.0091090005680213391 -0.0035486948045186386 0.0045930862947605707 -0.00076600950329454786 -0.0051012218025938035 0.010018034228927091 0.0098743982938532052 0.025911167118063797
leaf_weight=735.87671908736229 74.50913093984127 19.321241319179535 150.01514415442944 79.972039267420769 31.758650541305542 12.900442272424696 607.29585993289948 17.696925580501556 14.399663627147673 43.719806402921677 26.384393483400345 265.11102959513664 12.006180748343466 74.401357397437096 17.383190333843231 477.66679286956787 123.27076861262321 29.252064526081085 31.663538739085197 21.94872522354126
leaf_count=3106 429 81 711 394 129 53 3153 84 62 203 130 1149 49 361 73 2303 608 119 146 89
internal_value=0.000275651 -0.0023942 0.00317167 -0.0028386 0.0045244 0.0038304 -0.00369056 0.00351248 -0.00246345 -0.00343622 -0.00609307 0.00357293 0.0119337 0.00178044 0.0152199 -0.00284209 -0.00834497 0.00445187 0.0027808 0.0176812
internal_weight=2866.55 1491.52 1375.04 1454.81 1108.85 1013.89 1282.74 172.07 266.183 251.783 176.4 1000.99 94.9656 154.373 36.7044 1084.96 197.78 41.2582 75.3833 53.7074
internal_count=13432 7486 5946 7332 4694 4308 6493 839 1252 1190 841 4255 386 755 154 5456 1037 168 349 218
is_linear=0
shrinkage=0.0201179


Tree=56
num_leaves=27
num_cat=0
split_feature=47 86 150 29 86 23 89 147 105 85 127 79 145 38 127 78 122 145 129 149 20 101 86 89 143 138
split_gain=55.4177 25.2473 24.2683 15.1246 14.5987 15.8631 14.5729 13.4325 12.6793 11.8176 13.0618 10.4512 10.1259 9.42189 9.34041 9.24583 8.57604 8.53181 8.47947 8.05419 7.89487 6.88269 6.24772 5.20091 4.62148 1.73698
threshold=1.4650000000000001 3.1647286821705429 0.47790319171422535 5.5277777777777786 3.3618181818181827 3.5500000000000003 0.070000000000000021 0.49338881378844207 0.89850000000000019 -0.20730158730158729 0.81650000000000011 2.7351872518232079 0.52505000000000013 0.24761009845236751 1.0500000000000003 0.79285714285714304 1.1625000000000003 0.83025000000000015 0.3665000000000001 0.58716006383747676 1.0000000180025095e-35 1.5500000000000003 2.0425438596491232 0.25000000000000006 0.17150000000000001 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 9 5 7 -3 -4 17 22 -11 -7 18 16 21 -15 -5 -6 20 -16 -1 -8 -2 -20 25 -14
right_child=1 6 4 13 8 11 14 -9 -10 10 -12 -13 24 15 19 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.01702203857778042 -0.020560691994407351 0.030046625178472851 0.0008349834131425064 -0.0033099556268990221 0.0051125848093144565 0.021268526172639097 -0.015862804883914387 0.0067125464315773171 0.025871978530087304 -0.0081523561495932383 -0.0022829293673912697 0.006618114228325216 -0.013516427531010232 0.0090440336258955957 0.016420715795514906 -0.0031633499511044359 0.018847042349919029 0.023576199511733665 -0.0027583065544788954 -0.00054103261974638051 -0.0027538841925880565 0.0053476379010259714 -0.0079084029933546972 -0.020908285315453939 -0.0063724656762453331 -0.024849140486328292
leaf_weight=14.305219337344168 19.9565369784832 10.870037525892256 712.59708535671234 10.059012502431868 68.993249699473381 21.652702689170837 12.051777556538584 201.97782643139362 19.565734639763832 181.65998025238514 988.3331491202116 219.43138562142849 9.3680114448070544 35.000495880842209 30.895630076527596 88.872152298688889 23.790546372532845 11.8725628554821 17.624213710427288 17.890653684735298 19.049840822815895 12.733879938721655 75.790480941534042 10.025284081697462 17.543583124876022 13.181830942630766
leaf_count=68 111 45 3094 47 281 93 54 827 79 960 5009 915 46 179 134 439 111 48 84 78 88 55 386 48 87 66
internal_value=0.000270126 -0.0023843 0.00321933 -0.00301833 0.00398254 0.00334316 0.00830368 0.00213301 0.0113397 -0.00375036 -0.00319426 0.00793396 -0.0062631 0.00285624 0.00509111 0.000285817 0.0122625 0.00782347 -0.00110138 0.0102004 0.00572735 -0.00496544 -0.0105456 -0.00933949 -0.0141168 -0.0201415
internal_weight=2865.09 1507.9 1357.19 1423.46 1256.09 1155.66 84.442 914.575 100.432 1265.74 1169.99 241.084 101.098 157.722 73.5719 123.873 33.8496 80.8658 61.0046 48.7863 33.3551 24.7857 95.747 27.6495 40.0934 22.5498
internal_count=13432 7608 5824 7242 5337 4929 366 3921 408 6466 5969 1008 487 776 321 618 158 329 288 212 156 109 497 132 199 112
is_linear=0
shrinkage=0.0201179


Tree=57
num_leaves=23
num_cat=0
split_feature=51 86 86 23 80 45 28 112 89 27 136 48 89 85 136 97 111 49 3 122 141 136
split_gain=51.5546 23.6366 19.8684 22.1111 17.8821 13.1067 12.5175 11.3925 11.0759 11.9199 10.9449 9.2077 8.74524 8.33973 7.74058 7.47089 9.61009 6.99181 6.59205 6.87755 6.48073 4.94762
threshold=1.175 3.1519230769230773 3.3618181818181827 3.5500000000000003 0.032064909297052156 1.3350000000000002 6.7071428571428582 0.77250000000000008 0.070000000000000021 0.51950000000000018 15.050000000000002 1.9750000000000003 0.090000000000000011 -0.21289215686274501 4.9500000000000011 5.5000000000000009 6.0500000000000007 1.4750000000000003 1483.8692699311134 1.2970000000000004 0.25100000000000006 4.0500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 17 11 -6 10 -4 14 -5 13 -3 -2 -10 16 -14 -1 19 -7 -11 -20
right_child=1 12 8 7 6 18 -8 -9 9 20 -12 -13 15 -15 -16 -17 -18 -19 21 -21 -22 -23
leaf_value=0.0094959990682287124 -0.0083164221514965657 0.021718155317903554 0.029706396345247348 0.0083697971504705978 -0.00064222190944703981 -0.0082963195977063843 0.010624025798972049 0.024423883516196999 -0.0088452895548760679 0.010630448862173727 -0.0019209154774811183 -0.022823979874304033 0.0074708851340763065 -0.0019896496629806491 0.007967933520088932 0.018348380682878737 -0.010400049918120597 0.00043527384271242867 -0.0014230829845997487 0.01172682127147563 0.030666107696285312 -0.017542046599962502
leaf_weight=122.2514012157917 91.438575580716133 15.059950128197668 11.710938885807989 210.04613552987576 900.79541027545929 36.5734903216362 41.764302045106888 14.866745650768278 13.956166073679922 13.271062254905702 52.229834452271461 9.0754123479127866 36.413566291332245 1083.934098854661 53.816084325313568 13.215127080678938 18.298448592424393 48.006068393588066 9.2525039464235288 8.5692893117666227 12.874140381813048 46.170223087072372
leaf_count=494 469 63 47 887 3995 225 176 62 57 54 221 42 160 5485 219 56 81 197 57 50 52 283
internal_value=0.000264698 -0.00255773 0.00284635 0.00220713 0.000940853 -0.00322976 -0.000143013 0.00729162 0.0112578 0.00895725 0.00632047 -0.00263772 0.00784815 -0.00248185 0.00450552 0.00477296 0.00149381 0.00694127 -0.0102026 -0.00449523 0.0204965 -0.0148512
internal_weight=2863.59 1368 1495.59 1389.96 1112.82 1285.01 942.56 277.143 105.628 93.9175 262.276 1184.45 82.9871 1175.37 67.7723 67.9271 54.712 170.257 100.566 45.1428 26.1452 55.4227
internal_count=13432 6971 6461 6032 4862 6611 4171 1170 429 382 1108 5996 360 5954 276 297 241 691 615 275 106 340
is_linear=0
shrinkage=0.0201179


Tree=58
num_leaves=20
num_cat=0
split_feature=47 150 29 51 34 118 26 5 23 40 134 5 132 28 56 42 137 44 150
split_gain=51.3551 23.0753 16.0674 12.7204 10.9454 11.1237 10.0926 10.0731 10.0007 9.73721 9.69185 10.679 8.51272 9.13505 7.97165 7.71259 7.09841 5.94282 6.69143
threshold=1.4650000000000001 0.47790319171422535 5.5277777777777786 1.3550000000000002 10.350000000000003 2.9000000000000004 0.60563492063492075 1485.1123884616225 3.6333333333333337 2.0550000000000002 -0.21099999999999999 1528.4135009730292 0.64600000000000013 4.5857142857142863 1.6650000000000003 2.9350000000000005 9.8500000000000032 6.5150000000000006 0.5086759365482304
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 10 5 8 9 -1 -3 -4 11 -2 -9 -14 -12 -11 -7 18 -5
right_child=2 4 6 17 -6 16 -8 12 -10 15 14 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.0116861236988331 -0.00017528700236476579 0.00210442753427123 0.017791018308153751 -0.0079993444650471313 0.019015995791342531 0.014262162029748945 0.022403668706922911 -0.026106804749952531 0.0067868018037087882 0.0042698464311238006 -0.0056053366240353068 0.014004411128797531 -0.012541827208273076 0.0011284959097478465 -0.0016612339255536409 -0.0053038312522730785 0.0028368484782996064 -0.021190540241816901 0.0060752999400190489
leaf_weight=11.35273304581642 259.45048266649246 910.55750139057636 14.798024788498877 168.92453244328499 18.941395461559296 61.702837824821472 10.727731317281721 9.8168869465589506 231.56533573567867 90.303849026560783 354.31379100680351 23.438031166791916 42.994664996862411 36.646179720759392 500.22795060276985 54.678153797984123 34.213721930980682 12.510238409042357 14.874523758888243
leaf_count=54 1279 3898 69 1012 78 254 50 49 966 435 1809 113 212 172 2409 276 141 72 84
internal_value=0.000259421 0.0030959 -0.00230089 -0.00304431 0.00383863 0.00360642 0.00351421 -0.00616492 0.00305379 0.00224591 -0.00222809 0.000999513 -0.00843041 -0.00625143 -0.00329656 0.000659203 0.0101868 -0.00777354 -0.00686027
internal_weight=2862.04 1357.79 1504.25 1333.74 1256.98 1238.04 170.508 100.81 1142.12 159.78 1137.43 282.889 89.4577 79.6408 854.542 144.982 95.9166 196.309 183.799
internal_count=13432 5824 7608 6778 5337 5259 830 487 4864 780 5610 1392 433 384 4218 711 395 1168 1096
is_linear=0
shrinkage=0.0201179


Tree=59
num_leaves=30
num_cat=0
split_feature=51 80 38 49 28 23 3 122 34 130 29 51 2 99 4 134 3 147 25 104 42 54 54 34 122 148 96 98 15
split_gain=47.6247 18.1042 14.2399 12.9639 12.5267 14.0439 11.1717 10.9559 12.4849 10.2905 9.70343 9.58722 9.52478 8.64683 8.5719 8.6765 8.56008 9.55254 9.53339 8.51412 7.69788 7.43018 8.36453 7.3921 8.82936 5.92619 5.84422 5.09366 4.68168
threshold=1.175 0.072925573441391861 0.29630480988405294 1.8950000000000002 3.183333333333334 3.5500000000000003 1483.8692699311134 1.7945000000000002 2.4350000000000005 1.2360000000000002 5.354166666666667 1.0950000000000004 -124.58067596640238 0.7633053221288516 1410.5493569777434 0.28750000000000003 1555.7766103696654 0.41111655002225012 0.41428571428571431 0.53650000000000009 4.0750000000000011 1.1950000000000001 1.2150000000000001 1.8650000000000004 1.2055000000000002 0.25070180469638537 5.5000000000000009 0.63961038961038974 0.22500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 11 9 -6 23 8 28 -5 16 13 -10 -1 -9 -16 18 -18 -2 20 -8 27 -23 -4 -25 -13 -21 -12 -3
right_child=2 7 6 4 5 -7 19 14 12 -11 21 25 -14 -15 15 -17 17 -19 -20 26 -22 22 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0061210854473875134 -0.0074870899228675477 0.0064180081901396586 0.012422334211032924 0.0035839210087938822 0.00088144088279782761 0.009665145448951808 -0.0032635512597533833 0.021847909229210784 -0.00048299276280979061 -0.011352370886896251 -0.017682201437834055 0.022122487273237262 0.021588876118615923 0.00038951536543675339 0.0078007650033887444 -0.010084306148708323 0.013785989212401204 -0.00014273984593566555 -0.0019834116180748526 -0.018515567987248679 -0.018833439902514213 0.021330065494490888 0.0033790140622369093 -0.0071801654896324341 0.0047801943306568836 0.0070863540879294385 -0.0022079247444189987 0.00021131713820045516 -0.0074769678242540454
leaf_weight=524.84773020446301 167.26714219152927 10.468697398900984 12.575941190123556 29.353566244244576 356.65029671788216 92.851190179586411 70.360455259680748 10.664210066199301 25.867447555065155 51.28461566567421 10.454790607094766 21.84327720105648 11.40006749331951 133.66368719935417 33.736919224262238 16.273366376757622 22.353429049253464 183.63880108296871 534.22079417109489 53.337502881884575 15.724439531564711 11.407191216945646 132.97250340878963 87.694767877459526 34.930513679981232 20.630551397800446 10.675459474325178 16.759759515523911 156.82088647782803
leaf_count=2177 838 48 73 129 1568 396 405 46 115 221 55 90 53 570 149 73 109 911 2641 308 98 57 625 510 196 86 58 87 740
internal_value=0.000254206 0.00273282 -0.00246418 0.00375993 0.00138604 0.00269586 -0.00646128 -0.00203468 -0.00426154 -0.00591524 -0.00140737 0.00555525 0.00626857 0.00495771 0.0054728 0.00198081 -0.00223694 0.00136872 -0.00329575 -0.0102396 -0.00610767 0.00297981 0.00479735 -0.00226663 -0.00377313 0.0148193 -0.0157961 -0.00666243 -0.0066074
internal_weight=2860.73 1496.36 1364.37 1231.12 530.14 449.501 285.299 265.232 204.557 80.6382 1079.07 700.985 37.2675 658.511 60.6745 50.0103 907.48 205.992 701.488 150.098 86.0849 171.594 144.38 135.201 122.625 42.4738 64.013 27.2146 167.29
internal_count=13432 6461 6971 5237 2314 1964 1648 1224 956 350 5323 2923 168 2747 268 222 4499 1020 3479 869 503 824 682 779 706 176 366 142 788
is_linear=0
shrinkage=0.0201179


Tree=60
num_leaves=29
num_cat=0
split_feature=49 50 86 86 35 89 95 30 30 94 89 150 31 94 90 49 106 104 141 132 89 146 56 102 126 145 104 56
split_gain=70.0736 26.2713 20.2544 17.3409 17.29 13.1454 10.6321 10.2038 14.8604 11.3581 9.63637 10.4876 9.29375 9.20583 9.70179 8.05873 9.97743 7.97431 7.83742 9.30798 6.24367 10.3295 6.12868 5.74397 4.9344 4.53551 3.48125 2.31509
threshold=2.7750000000000004 1.5350000000000004 3.1026315789473689 2.4749373433583965 8.3900000000000023 1.0000000180025095e-35 9.75 0.13807120829828987 0.1283227475888026 22.050000000000004 1.0000000180025095e-35 0.46585999493613611 0.23108709472345831 8.4000000000000021 0.25333333333333341 1.3950000000000002 0.47750000000000009 1.1765000000000001 -1.0024999999999997 1.1340000000000001 0.51000000000000012 0.0032500000000000007 1.8750000000000002 1.0365000000000002 0.81650000000000011 0.18435000000000004 0.77150000000000019 1.5050000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 -1 15 8 9 -5 11 23 -13 27 -15 25 -17 26 22 -20 21 -9 -4 -2 -22 -3 -8 -12
right_child=3 6 18 7 -6 -7 17 20 -10 -11 13 12 -14 14 -16 16 -18 -19 19 -21 24 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0015549391092747843 -0.011940709650160409 0.0046182023097193839 0.028548933007504652 -0.0010255446511932842 0.020467858660782729 -0.0026678281894618764 0.017123713187641203 0.0064898614983599891 0.024014880430150039 0.020698276806132773 -0.014311439392138229 -0.0022314071533122829 -0.013473796413613312 -0.0095702931586012716 0.013230901190086117 0.013802454528970446 0.0027788039043717401 0.0052537967028524982 -0.0003695527753487122 0.0097445853292889295 0.0063844457374436009 -0.016637691041385783 0.0076368285271762671 -0.0020434919565387941 -0.0097334988766838906 0.017768130257791757 0.032369007940226319 -0.02536616327852281
leaf_weight=1017.1055619865656 102.1709086894989 15.403393551707266 12.056856319308283 67.958120465278625 17.440891742706299 422.21872138977051 12.365982592105867 39.977627843618393 14.851962953805922 11.370540201663969 14.104823350906374 372.02530361711979 32.348473608493805 106.27462343871593 8.1302160769700986 40.384246826171875 187.59876511991024 13.379593268036841 57.628420785069466 102.01662260293961 8.91496993601322 9.7153512835502607 10.712976977229117 30.91616515815258 55.805587634444237 34.164631560444832 11.898104161024092 16.810794875025749
leaf_count=4551 586 62 51 340 72 1956 50 196 73 55 84 1973 170 604 46 164 760 54 243 426 46 47 45 167 278 138 48 92
internal_value=0.000239633 0.00237164 0.00134882 -0.00443486 0.000557474 0.000316206 0.0076908 0.00064176 0.005546 0.00208815 -0.00598581 -0.00474302 -0.00313078 -0.0105822 -0.00794985 0.00633002 0.00473153 0.0177238 0.00766848 0.00609355 -0.00339515 0.0019681 0.0187103 -0.00964164 -0.00751321 0.0136819 0.0245997 -0.0203229
internal_weight=2845.75 1954.37 1639.18 891.375 1456.77 1439.32 315.195 208.594 94.1806 79.3287 682.781 537.461 404.374 145.32 114.405 277.551 227.983 37.6437 182.415 159.645 114.414 49.693 22.7698 133.087 64.7206 49.568 24.2641 30.9156
internal_count=13377 8620 7344 4757 6579 6507 1276 1035 468 395 3722 2896 2143 826 650 1124 924 152 765 669 567 243 96 753 324 200 98 176
is_linear=0
shrinkage=0.0201179


Tree=61
num_leaves=26
num_cat=0
split_feature=45 86 41 130 149 36 150 118 31 130 132 10 41 136 149 52 30 98 86 41 41 16 98 4 96
split_gain=65.9025 27.4279 20.8943 17.125 16.2507 10.8407 10.3148 13.7683 11.1756 9.8718 9.28261 14.6961 8.64569 8.20127 7.9359 11.0065 9.48757 8.72402 8.31757 7.60845 9.3868 6.85851 7.24703 7.03043 3.43235
threshold=1.0850000000000002 2.8596059113300498 2.4350000000000005 1.2360000000000002 0.52223612762013494 9.8100000000000023 0.46585999493613611 1.3665 0.25463121783876502 1.1055000000000004 1.1055000000000004 0.42261904761904762 3.4700000000000002 6.2500000000000009 0.57888813010597684 2.5050000000000003 0.18212530712530714 0.48684210526315791 3.1084018801410109 3.2350000000000008 2.8550000000000004 1.5000000000000002 0.56832298136645976 1520.9255113028582 3.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 10 9 7 -5 -8 -6 11 -1 19 -12 17 24 -17 -3 -19 20 -4 22 -2 -23 -16
right_child=1 14 12 6 5 -7 8 -9 -10 -11 13 -13 -14 -15 15 16 -18 18 -20 -21 -22 23 -24 -25 -26
leaf_value=0.013027268863141751 -0.0036990640079407992 -0.0057762842149630643 0.0057895954231131025 -0.014257743069899393 0.0074542932416038227 0.021635336358118287 -0.00057758911734981258 -0.0016514008938840515 -0.012811126577235906 0.0018987295202729795 0.0072103135423830849 -0.0091181567098709594 0.022185701635225059 -0.0029128236087541926 -0.020164203343101081 0.016487356066981769 -0.0083020172929338006 0.0046429343280131319 0.01614423551382093 -0.0079235167006460848 0.015168752083337199 -0.0069443557066924686 -0.01024692849764112 0.014040683588419808 -0.0041625253667854521
leaf_weight=13.63645453751087 92.194845229387283 18.978258103132248 224.61222547292709 64.252019301056862 152.41695617139339 12.434570446610449 519.88877068459988 77.192845374345779 32.087960943579674 859.16872616112232 52.245156332850456 109.64425401389599 15.742728397250174 85.229755461215973 12.514419779181482 14.967561542987825 10.726545095443724 66.978427335619926 41.046042516827583 13.406110167503355 53.469500601291656 15.034045100212099 265.22912386059761 11.331256359815596 9.5796759873628599
leaf_count=64 495 88 915 359 669 51 2629 415 162 3721 242 523 66 398 62 66 48 323 178 54 215 81 1446 62 45
internal_value=0.000234814 -0.00321851 0.00295062 -0.00441797 0.00182356 0.0029653 -0.00253086 -0.00737795 -0.00128877 0.0027358 -0.00266017 -0.00666852 0.00766372 0.000934262 0.00417355 -0.00281457 0.00613823 0.00680308 0.00901315 0.00687938 0.00759305 -0.00782755 -0.00855798 0.00207431 -0.0132265
internal_weight=2844.01 1252 1592.01 1077.21 1284.78 1024.02 693.422 141.445 551.977 1011.59 260.756 123.281 307.231 137.475 174.791 47.7882 25.6941 127.003 108.024 291.488 278.082 383.789 357.424 26.3653 22.0941
internal_count=13377 6459 6918 5649 5668 4441 3565 774 2791 4390 1227 587 1250 640 810 221 114 589 501 1184 1130 2084 1941 143 107
is_linear=0
shrinkage=0.0201179


Tree=62
num_leaves=28
num_cat=0
split_feature=49 50 34 149 27 93 79 141 79 80 132 95 132 37 106 78 49 106 104 90 19 29 135 145 135 90 104
split_gain=65.041 24.465 15.1851 15.9664 12.0656 10.3821 12.2422 16.3694 15.6346 11.33 13.179 10.0777 9.58757 8.33296 7.88281 8.33506 7.64418 9.50231 7.62873 6.92079 5.97898 6.46431 5.80316 4.37517 3.89093 3.83603 3.33291
threshold=2.7750000000000004 1.5350000000000004 10.350000000000003 0.52223612762013494 0.47050000000000003 15.900000000000002 2.6906999843170061 0.73550000000000015 2.9725649350649355 0.091836020687557016 0.78900000000000015 9.75 2.1180000000000008 0.37875607246939763 0.47750000000000009 1.1833333333333336 1.3950000000000002 0.47750000000000009 1.1765000000000001 0.0070833333333332514 3.5000000000000004 4.5857142857142863 0.087500000000000008 0.18435000000000004 0.18900000000000003 0.11874999999999997 0.77150000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -5 6 20 8 -8 14 22 16 -1 -12 15 -7 23 -18 26 -16 25 -22 -11 -3 -9 -2 -13
right_child=5 11 -4 4 -6 9 7 24 -10 10 13 18 -14 -15 19 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.0033054749166939795 -0.011402469002099198 0.0043516399256925036 0.023693658238385758 -0.0014423011076282045 0.0032978520267689512 0.015275143075966927 0.0038905704804033858 -0.019683362126360394 -0.01249384168601639 0.023474233126325846 0.01145334175945409 0.016584144662672065 0.0096984550545394996 -0.0041440724205226093 -0.006248151531864617 -0.007259125074278735 0.013377281336674689 0.0026269700165427227 0.0049764918724207142 0.0018350979774801597 0.0021972789805430166 -0.011178758016414899 0.0036169540358096759 0.01727533884348972 -0.0038244769849771188 -0.0030576092426945656 0.0314918188830575
leaf_weight=357.60463955998421 199.36155790090561 15.389678210020064 12.157668739557264 280.52652683854103 964.77214908599854 16.83441831171513 117.16291378438473 23.006417438387874 29.50833360850811 16.429196521639827 18.272124782204628 12.381245061755182 24.520069226622581 57.45077645778656 242.98557133972645 10.973451793193815 40.449798747897148 187.69586986303329 13.37890939414501 52.051504597067833 35.363121658563614 24.93178816139698 9.3457832485437375 34.090934082865715 8.6044207811355573 25.105084627866745 11.913127496838568
leaf_count=1693 1128 62 51 1259 4229 87 611 119 152 90 100 50 112 309 1262 57 164 760 54 261 202 139 52 138 45 143 48
internal_value=0.000230089 0.0022805 0.00129355 0.00112621 0.00223004 -0.00428688 -0.00637002 -0.00223579 0.00059419 -0.00201374 0.00384906 0.00741266 -0.00247102 -0.000380279 -0.00385694 0.00638248 0.0060877 0.00453301 0.0171765 -0.00482205 -0.00895833 -0.00333356 0.0162745 0.0132559 -0.0153668 -0.0104692 0.0238947
internal_weight=2842.27 1954.88 1639.58 1627.42 1245.3 887.386 463.044 178.282 146.671 424.343 101.498 315.3 382.125 75.7229 322.845 27.8079 277.626 228.146 37.6733 295.037 284.762 60.2949 25.775 49.4806 31.6108 224.467 24.2944
internal_count=13377 8620 7344 7293 5488 4757 2539 927 763 2218 551 1276 1805 409 1667 144 1124 924 152 1523 1612 341 142 200 164 1271 98
is_linear=0
shrinkage=0.0201179


Tree=63
num_leaves=27
num_cat=0
split_feature=45 86 41 86 130 150 30 28 77 93 31 42 149 141 93 18 85 121 18 133 1 86 2 80 18 136
split_gain=61.0787 26.2284 19.3741 18.3506 16.4945 16.2028 14.1591 11.3868 12.0884 11.0634 12.3571 10.1286 9.83416 9.58787 11.5497 9.17644 8.02648 6.9599 6.75169 11.2013 6.73337 6.68251 6.59301 5.74686 5.3227 4.50427
threshold=1.0850000000000002 2.8596059113300498 2.8550000000000004 3.3454907161803717 1.2360000000000002 0.47994140021624965 0.089815615096513965 3.3166666666666669 1.7928571428571431 14.550000000000002 0.23447145061728397 3.7850000000000006 0.56364786838566816 1.3215000000000001 20.550000000000004 1.0000000180025095e-35 -0.074700854700854732 0.89450000000000018 1.5000000000000002 1.4145000000000001 1352.8968526254519 2.4749373433583965 205.66084544811432 0.057580777954459206 1.0000000180025095e-35 6.9500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 18 17 -7 11 12 16 -11 15 -9 14 -5 -3 -6 -1 21 -20 -4 -2 24 -10 -22 -24
right_child=1 7 20 13 9 6 -8 8 23 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 22 -23 25 -25 -26 -27
leaf_value=-0.015401203069494602 -0.010809241559789169 0.011295410499501245 0.026141715802735999 0.0082885561181267504 -0.014217444184845086 -0.0078591883595795255 0.0028335429866712582 0.014923857873414808 0.0048535041551436521 0.00048532073271531862 -0.013179784747880735 -0.022897857563331205 0.002217812332004139 -0.0064958781545999267 0.02415572021712218 -0.0097809947814132547 -0.0042303624585130215 -0.0029616630240624992 0.0017334535487970437 -0.010560228259111614 0.0060053525308617654 -0.0016938489760333565 0.010509358686581085 -0.013864362629641254 0.020269514355327437 -0.0062578351122272897
leaf_weight=21.834188207983971 221.87719474732876 16.191358923912048 12.178219512104986 72.567090317606926 38.055155158042908 52.274284243583679 1216.873935431242 65.384228438138962 12.557632610201837 398.84235064685345 28.710541263222694 9.7392150312662107 39.578489497303963 12.306013390421866 24.951843783259392 17.287443056702614 225.98678351938725 109.49460238218307 67.529164671897888 53.968353554606438 17.470067068934441 38.14866116642952 12.607442989945413 14.083644852042196 26.882794663310051 13.350910410284994
leaf_count=108 1217 76 50 296 206 236 5264 300 58 2019 145 47 181 50 101 81 1195 528 379 292 71 196 51 67 109 54
internal_value=0.000225436 -0.00310725 0.00283657 0.00231803 -0.00428444 0.00169703 0.00239312 0.00411872 0.00706101 -0.00243191 -0.000432287 -0.00484076 0.0101328 0.0102369 0.0123485 0.000411975 -0.00566978 -0.00502987 -0.00764254 -0.00372726 0.0123305 -0.00947194 0.00993826 -0.00504124 0.0146512 0.00188537
internal_weight=2840.73 1247.94 1592.79 1510.3 1073.12 1400.48 1269.15 174.822 131.604 691.595 427.553 43.218 104.963 109.825 97.5189 33.4788 264.042 131.329 381.523 121.498 82.4894 260.026 70.3112 26.6413 44.3529 25.9584
internal_count=13377 6459 6918 6583 5649 6136 5500 810 606 3565 2164 204 481 447 397 157 1401 636 2084 671 335 1413 285 125 180 105
is_linear=0
shrinkage=0.0201179


Tree=64
num_leaves=25
num_cat=0
split_feature=49 35 86 89 86 86 50 130 25 130 85 99 13 93 5 0 31 31 40 110 34 24 16 110
split_gain=60.5596 23.0665 22.5157 17.5832 45.6158 15.8226 13.2558 11.9969 11.3183 10.9503 9.88986 8.55208 8.39403 8.11354 7.4879 7.13336 7.91741 7.08497 7.07578 6.64572 5.92879 5.29791 4.82899 4.1139
threshold=2.7750000000000004 7.5150000000000006 3.1026315789473689 1.0000000180025095e-35 2.0071428571428576 2.4749373433583965 1.8250000000000004 1.1835000000000002 0.2678571428571429 2.0500000000000003 -1.0000000180025095e-35 0.36931818181818182 0.45000000000000007 17.550000000000004 1501.6917505517511 1605.4779539250328 0.16371473354231972 0.23447145061728397 1.905 2.4500000000000006 4.1250000000000009 0.4642857142857143 1.0000000180025095e-35 1.0500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 7 -1 20 18 12 19 -10 13 -7 -14 23 -17 -12 -4 -9 21 -2 -11 -3
right_child=5 15 8 4 -6 9 -8 10 11 22 17 -13 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0017853020506884544 -0.015761071942712722 0.028824685557252278 0.005879470188648258 -0.023907569606874114 -0.00046069582185228079 0.00095674942231251559 0.010929680347020075 -0.024539554930955117 -0.0028294910063581856 -0.0042755381021360086 -0.0020931942041012572 0.011053030356021126 -0.015552952851414439 0.010717797733748965 0.0046276772732657314 0.018102049053382675 -0.0036870425163812292 -0.01317353895547848 -0.01424525647796655 -0.0080101271092908773 0.0043038254586602633 -0.0084176279609460784 -0.022776774944224233 0.012909171879647808
leaf_weight=1153.384706184268 55.101710990071297 16.231179714202884 14.376703962683679 36.484414115548134 422.18220514059067 102.15765081346035 67.93916329741478 12.766855120658873 20.044307008385658 13.140231087803842 385.34820336103439 172.62463381886482 18.114062130451206 52.014670804142952 12.629074662923811 14.278169170022013 12.799456954002379 24.863151520490646 13.914120823144911 43.018425092101097 11.653428450226782 142.86777050793171 10.098993778228758 11.050684019923208
leaf_count=5100 321 68 60 177 1929 516 273 73 83 64 2069 717 93 251 62 58 52 133 58 244 63 819 49 45
internal_value=0.000220889 0.00219626 0.00182675 0.0010327 -0.00232578 -0.00414951 0.00229399 -0.00564366 0.00786396 0.000700085 -0.00384561 0.00960872 0.00233591 0.00424998 -0.00726265 0.0151178 0.0078022 -0.0027648 -0.00401811 -0.0117931 -0.00964072 -0.0104616 -0.0123159 0.0223783
internal_weight=2839.08 1955.31 1900.95 1679.99 458.667 883.774 1221.32 675.62 220.96 208.155 465.997 192.669 184.915 154.172 30.7431 54.3595 27.0776 410.211 28.2908 55.7853 209.623 197.969 23.2392 27.2819
internal_count=13377 8620 8397 7479 2106 4757 5373 3722 918 1035 2519 800 922 767 155 223 110 2202 118 317 1203 1140 113 113
is_linear=0
shrinkage=0.0201179


Tree=65
num_leaves=21
num_cat=0
split_feature=53 86 85 135 27 41 27 138 110 109 89 8 141 86 93 110 84 27 56 94
split_gain=27.5597 15.8671 18.5374 14.1298 15.2265 14.0831 11.3519 10.9816 10.5418 10.318 10.2748 10.0561 9.97073 9.62361 9.91264 9.05489 8.72769 7.00515 3.78881 3.51211
threshold=2.5550000000000002 3.4246212121212127 0.33657894736842103 0.42700000000000005 0.52050000000000007 2.5250000000000004 0.54527777777777786 7.5000000000000009 28.850000000000005 1.5000000000000002 0.070000000000000021 2.8916666666666671 1.1155000000000002 3.1371473354231978 22.050000000000004 5.5500000000000007 0.010192307692307601 0.49788888888888888 1.8150000000000002 19.050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 15 11 10 -7 13 -6 -3 -1 -12 14 -2 -5 -15 -4 -19 -17
right_child=3 6 17 4 9 7 -8 -9 -10 -11 12 -13 -14 16 -16 19 -18 18 -20 -21
leaf_value=-0.00038016846896196638 -0.0064317558329819837 0.021732220883452703 -0.0020032418423865939 0.010518480127876317 0.0067829742037278495 0.00076287017307786272 0.02273503118983785 0.009747222932959031 -0.026546226010620025 0.035150742000640924 0.0055429205577580765 0.0066083404844377224 -0.01411282755051165 0.016629767645888253 0.0014054257737031244 -0.01777474553945434 -0.0067742917898492164 -0.012592586492642107 -0.028011502579792801 -0.0018537504635917871
leaf_weight=1763.5392740368843 459.01086591929197 13.15913552045822 14.568156763911245 13.432996824383734 12.107777804136278 108.30537733435631 17.838793113827705 112.01095390319824 9.1086539030075055 9.0827464908361417 69.116342663764954 87.467834800481796 12.304454922676085 15.775958985090258 76.15357406437397 12.023529022932054 10.907041713595389 14.58868443965912 11.565602153539656 10.51146215200424
leaf_count=8058 2583 53 65 73 68 440 72 454 50 49 282 376 50 72 402 69 49 67 51 57
internal_value=-0.000400663 0.000650102 0.000258099 -0.00412196 0.00541454 0.000522372 0.00801474 0.00533064 -0.00507667 0.0189424 0.00523825 -4.99281e-05 0.00257242 -0.00472859 -0.00531652 -0.00255522 0.00706277 -0.0131838 -0.0194112 -0.0103487
internal_weight=2852.58 2224.46 2112.05 628.115 57.1585 2071.32 112.419 220.316 570.956 21.1905 94.5799 1851.01 81.4208 561.847 535.164 35.968 26.683 40.7224 26.1543 22.535
internal_count=13440 9968 9511 3472 316 9328 457 894 3156 117 385 8434 332 3106 2985 199 121 183 118 126
is_linear=0
shrinkage=0.0201179


Tree=66
num_leaves=19
num_cat=0
split_feature=49 35 120 145 5 149 41 136 137 107 86 35 102 0 113 8 106 110
split_gain=30.2896 20.4026 15.6858 13.012 12.029 11.011 10.6506 10.5963 8.92524 7.64631 7.44364 7.93589 6.93158 6.66088 6.42505 6.11276 6.08107 1.29011
threshold=2.8650000000000007 7.5150000000000006 1.5280000000000002 0.9668000000000001 1489.5501485212337 0.4688957032352174 1.5750000000000004 2.9500000000000006 23.050000000000004 0.68150000000000011 3.1371473354231978 2.9650000000000003 0.45950000000000008 1560.2389113220709 0.47750000000000009 1.9309523809523812 0.52250000000000008 6.9500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 12 17 9 -7 -8 14 -12 -1 -3 -9 -5 -15 -2
right_child=6 13 3 15 -6 8 7 10 -10 -11 11 -13 -14 16 -16 -17 -18 -19
leaf_value=-0.0015994613397148877 -0.024855909536770745 0.02312278142783036 0.010217428776144479 0.02689141804662341 0.0013430911312104377 -0.0013478452536252116 -0.0033042367499204056 -0.0029431214408211274 0.005276276849342911 0.02178161433684361 0.014218298469216217 -0.0068748494499920052 -0.017951333015051231 0.015435657208746921 -0.0070594034791802091 0.0081080360701585984 -0.00094683372616766366 -0.013475320690439227
leaf_weight=18.009336963295937 9.1619885265827197 17.732236489653587 66.455697432160378 11.643819749355318 886.14515194296837 906.67493280768394 8.6333194822073001 481.92181849479675 90.545273631811142 11.424758955836294 18.380279034376148 11.887642726302145 25.139710322022438 20.573324978351593 225.19262562692165 17.632655188441277 16.5436841994524 7.2066632434725753
leaf_count=90 61 74 285 51 3848 4096 48 2654 407 60 83 54 124 84 1229 76 67 49
internal_value=-0.000392934 0.000872751 0.000544375 0.00236821 0.00196219 -0.00117691 -0.00379035 -0.00344338 -0.000746383 0.0109839 -0.00383583 0.00593378 -0.0111266 0.0129795 -0.00425403 0.0155788 0.00813351 -0.0198458
internal_weight=2850.9 2077.1 2022.25 981.877 952.601 1040.37 773.809 757.44 997.22 20.0581 737.382 30.2679 43.149 54.8492 707.114 29.2765 37.117 16.3687
internal_count=13440 9202 8977 4260 4133 4717 4238 4128 4503 108 4020 137 214 225 3883 127 151 110
is_linear=0
shrinkage=0.0201179


Tree=67
num_leaves=22
num_cat=0
split_feature=49 35 120 84 86 56 26 84 135 27 29 133 35 112 41 110 4 106 136 104 110
split_gain=29.139 19.6289 15.0559 12.4274 11.458 11.2497 20.3621 12.0432 10.8685 22.7311 10.2937 10.2629 8.60972 9.98988 8.54876 7.9038 6.44872 7.55744 6.32415 2.51224 1.40883
threshold=2.8650000000000007 7.5150000000000006 1.5280000000000002 0.011079545454545451 3.5819892473118284 1.885 0.55845238095238103 0.013933823529411752 0.42700000000000005 0.52472222222222231 5.2928571428571436 1.3165000000000002 3.0150000000000001 0.31850000000000006 1.5750000000000004 25.750000000000004 1450.9295493093048 0.52250000000000008 2.9500000000000006 0.61150000000000004 6.9500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 -1 -7 14 12 -5 -11 13 -10 20 18 -3 -18 -16 -17 -2
right_child=8 16 3 10 -6 7 -8 -9 9 11 -12 -13 -14 -15 15 19 17 -19 -20 -21 -22
leaf_value=-0.0017489800821315774 -0.024770100473746622 0.021704298295688321 0.0036185812902676047 -0.0029075277821712401 0.023956778456606265 0.00012146416325266191 -0.014225625961444669 0.011053114685753597 0.012328370151607296 0.0097516703823371156 0.0048676405525694411 0.037238811437509525 -0.017988670780388443 -0.0094397471611863439 0.008425648177211597 -0.0071273555853271133 0.015742140474550737 -0.0032752605545847365 -0.00405017757759872 -0.020280512242781636 -0.012405804308247503
leaf_weight=521.45416562259197 8.6037155836820585 20.388968259096146 626.35103453695774 249.37987513840199 11.415542125701903 414.31382113695145 58.923386737704277 45.242361351847649 16.536133646965027 14.872467041015627 95.232949271798134 8.7225681245326978 13.288115769624708 17.62919045984745 16.875202357769012 9.4945991039276141 19.331955328583717 15.03394642472267 644.17912581562996 15.434473559260367 6.5899651125073424
leaf_count=2424 58 84 2723 1080 46 1821 274 198 92 82 411 46 70 98 90 54 80 61 3520 83 45
internal_value=-0.000385327 0.000855173 0.000533364 0.00231934 0.00398263 -0.00115376 -0.0030157 0.00119768 -0.00372193 0.00377578 -0.000758857 0.0199134 -0.00424811 0.00109589 -0.00448166 -0.00415105 0.0127407 0.00742245 -0.00373169 -0.0152712 -0.0194078
internal_weight=2849.29 2077.07 2022.31 982.379 637.767 1039.93 580.378 459.556 772.226 71.0485 344.613 23.595 47.4534 34.1653 701.177 685.983 54.7549 34.3659 661.054 24.9291 15.1937
internal_count=13440 9202 8977 4260 2769 4717 2698 2019 4238 388 1491 128 260 190 3850 3747 225 141 3610 137 103
is_linear=0
shrinkage=0.0201179


Tree=68
num_leaves=27
num_cat=0
split_feature=49 120 145 5 15 149 135 27 50 144 1 92 38 112 102 145 145 52 7 135 5 8 133 78 8 145
split_gain=28.0308 16.7298 12.5185 10.9788 11.4476 10.5185 10.4563 21.6183 10.1795 10.1047 9.61687 9.51806 8.62686 8.99395 7.8483 5.97468 9.54726 9.27075 7.40444 6.55427 6.37314 5.78722 5.43061 4.74634 4.06335 2.5297
threshold=2.8650000000000007 1.5280000000000002 0.9668000000000001 1489.5501485212337 0.90000000000000013 0.4688957032352174 0.42700000000000005 0.52472222222222231 1.7450000000000003 -0.0088499999999999985 1600.167818461395 -0.63124999999999987 0.28719964494417932 0.31850000000000006 0.45950000000000008 0.95755000000000012 0.86235000000000006 1.7950000000000002 0.64667990029727218 0.062000000000000006 1514.3121731973363 1.9309523809523812 1.8165000000000002 1.0333333333333337 1.1083333333333336 0.47590000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 14 15 12 9 -7 -9 -5 24 -14 23 16 17 -2 19 -17 -18 -4 -10 -1 -8 -16
right_child=6 2 21 11 -6 8 7 10 22 -11 -12 -13 13 -15 25 18 20 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.010665794189452469 -0.023046431143454168 0.0048705321345625706 0.02633453460634555 -0.010339241826823466 0.023219563158022431 0.012062077527767927 -0.0039918061281310688 0.029105702222163847 0.00093682884848247927 -0.0012398632258949554 0.0026209791244237212 0.0020599802904529862 0.015461053773975855 -0.0081195740289693261 -0.011083610634839529 -0.0098017810244308487 -0.014184571476645029 -0.0036476731888651034 0.019393315976276342 0.012456118687813343 0.0030658616801842458 0.0082648081421020994 0.016289655190724901 0.00973061033572813 -0.021707846436769235 -0.023492550841837847
leaf_weight=9.1487557739019412 10.143794678151606 48.00637075304985 11.966059014201166 25.774379819631577 19.291706070303917 23.690866872668266 9.5407157391309756 15.023464620113375 16.353370577096939 947.53154636919498 8.7997046709060651 899.65202735364437 12.957386806607248 13.230749905109404 12.987265557050707 15.213257417082788 61.510869778692722 585.20699481666088 9.1186645328998548 8.262509346008299 10.089041620492933 17.915145859122276 21.69891169667244 9.3231673091649991 11.626609876751898 13.631569758057593
leaf_count=46 67 207 52 110 81 105 50 80 66 4297 48 3896 73 75 62 82 341 3209 50 46 55 77 88 46 62 69
internal_value=-0.000377897 0.000837972 0.00267136 0.00228517 0.0101306 -0.000940185 -0.00365447 0.00369154 -0.000515457 -0.000915383 0.0193232 0.00171464 -0.00417215 0.00354739 -0.0104468 -0.00440194 -0.00481296 -0.00397821 0.00400815 -0.0019676 -0.0117537 0.0155012 0.00969181 -0.000370909 -0.0137231 -0.0174386
internal_weight=2847.69 2076.97 1022.61 992.724 67.2981 1054.37 770.724 71.1786 1009.27 971.222 23.8232 925.426 47.3555 26.1881 45.0908 699.545 666.951 595.351 32.5944 23.4758 71.5999 29.8812 38.0523 18.4719 21.1673 26.6188
internal_count=13440 9202 4423 4294 288 4779 4238 388 4556 4402 128 4006 260 148 223 3850 3672 3276 178 128 396 129 154 92 112 131
is_linear=0
shrinkage=0.0201179


Tree=69
num_leaves=22
num_cat=0
split_feature=49 120 123 36 144 145 85 86 41 47 123 0 136 111 0 38 137 107 0 8 111
split_gain=26.9642 16.0553 12.371 13.6162 12.0968 11.9697 12.7556 10.1445 10.0726 10.0244 13.1744 10.1955 9.85105 9.54276 8.89587 8.42307 7.32112 7.19129 6.36607 5.49925 1.31851
threshold=2.8650000000000007 1.5280000000000002 1.7180000000000002 1.5050000000000001 -0.0088499999999999985 0.9668000000000001 0.28714285714285709 3.7101018675721567 1.5750000000000004 1.175 2.3660000000000001 1361.1409226057319 2.9500000000000006 17.050000000000004 1396.7806263969251 0.27733077357823116 22.050000000000004 0.68150000000000011 1558.1359193749508 1.9309523809523812 7.2500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 16 -5 6 7 -3 20 11 -11 -4 17 15 -15 -14 -1 -10 -8 -7 -2
right_child=8 5 9 4 -6 19 18 -9 12 10 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0084096588536588836 -0.024737213628472789 0.0023714614001989027 0.016925950900902601 0.020693159930768413 -0.0011619913605592186 0.025666208909080834 -0.023320221979002635 0.018843176473330656 -0.0032930200496895457 0.0016590148121566526 -0.01468805854931335 0.0032923917580209129 -0.0061761762206189921 -0.022359397520572696 -0.0064681292939704109 -0.00089114278096577408 0.0043823928711921624 0.020973175652593219 -0.003763381434481323 0.0080854780284305497 -0.013079308383583585
leaf_weight=167.0471405684948 8.6733442395925504 948.7099057585001 32.377131700515747 10.446678206324576 544.59836269915104 12.029979944229128 10.595784068107607 15.378086760640143 8.6288547068834323 186.08999347686768 22.349717304110527 70.633202999830246 174.02493917942047 15.947515636682509 134.55712696909904 408.67370963096619 20.308309599757195 11.569025710225104 18.498805940151215 17.943787917494774 7.1816262006759635
leaf_count=770 59 4107 135 47 2509 52 46 62 48 834 97 294 915 91 746 2268 93 60 79 77 51
internal_value=-0.000370617 0.000821048 -0.000921776 -0.00233357 -0.000750634 0.00261616 0.00223814 0.00263421 -0.00358815 0.00244349 -9.37491e-05 0.00757762 -0.00325418 -0.003636 -0.00815203 -0.00246955 -0.00702303 0.0106059 -0.0108859 0.0151418 -0.0194572
internal_weight=2846.26 2077.01 1053.85 742.4 555.045 1023.16 993.183 964.088 769.256 311.45 208.44 103.01 753.401 733.203 150.505 582.699 187.355 20.1979 29.0946 29.9738 15.855
internal_count=13440 9202 4779 3419 2556 4423 4294 4169 4238 1360 931 429 4128 4020 837 3183 863 108 125 129 110
is_linear=0
shrinkage=0.0201179


Tree=70
num_leaves=25
num_cat=0
split_feature=35 93 79 146 123 132 99 148 15 122 39 122 0 50 39 10 39 29 27 98 93 133 55 133
split_gain=32.4713 21.2017 17.8039 14.8544 13.5103 11.0771 9.51475 12.5049 11.9678 9.39861 9.73739 9.64764 9.24035 9.17065 8.68531 7.81003 6.87011 7.78456 6.69029 9.10777 8.81645 9.34445 7.14651 5.77504
threshold=3.6550000000000007 19.050000000000004 2.5967863419533024 0.0021500000000000004 1.9750000000000003 2.6125000000000003 0.78019323671497598 0.27704162465792886 0.22500000000000003 1.1625000000000003 0.24530677478861243 0.64850000000000019 1492.2338697720527 1.425 0.52392108297825912 1.7238095238095241 0.20537643731017177 0.41428571428571431 0.40050000000000008 0.75595238095238104 23.550000000000004 0.8660000000000001 1.5250000000000001 1.5855000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 14 18 6 8 -8 -3 11 -11 -1 16 -5 -4 -14 -6 -18 19 23 22 -22 -20 -2
right_child=4 5 3 13 12 -7 7 -9 -10 10 -12 -13 15 -15 -16 -17 17 -19 20 -21 21 -23 -24 -25
leaf_value=0.0057561153129272093 -0.024398120717457877 0.022538405068541142 0.00042067022630220657 -0.0090963527960865181 -0.0052926547429915701 0.017690823276616471 -0.0083642835076790586 0.016075074309499796 0.0016668213428770425 -0.010021683611081673 -0.00066923645410170223 -0.01000944042357642 0.030523003695613605 0.0098813752194937734 -0.009179557170338578 0.010013085758515254 0.024576773533203224 0.0065472415600975513 0.0040883322291754764 0.0094787170715605034 -0.010257090879612034 0.0091369687368076432 -0.00098085410166124992 -0.0041148161814569002
leaf_weight=16.988661289215088 10.509917363524439 11.324948310852049 770.9432420283556 116.90811270475388 16.50878144800663 16.9093958735466 69.192663758993149 9.6558834314346296 611.72166013717651 60.678952157497406 175.00996212661266 208.57602278143167 13.644908636808397 11.301584288477896 40.125612050294876 16.728040143847466 11.127561345696448 75.170886963605881 226.97905696928501 10.131167724728583 10.976072549819945 119.77360920608044 223.28565396368504 12.367742598056791
leaf_count=100 47 55 3628 548 68 74 333 50 2912 330 934 1188 56 47 189 68 45 308 940 45 47 507 988 54
internal_value=6.3233e-05 -0.00120814 -0.00264968 -0.00106015 0.0036693 0.00160058 0.00121294 -0.00537131 0.00204621 -0.00588652 -0.00307709 -0.00882201 0.00947788 -0.00742342 -5.42685e-05 0.0192273 0.00659746 0.00887211 0.00240942 -0.00640081 0.00290997 0.00750883 0.00157451 -0.0134332
internal_weight=2866.54 2119.34 1400.53 939.279 747.203 718.805 701.895 78.8485 623.047 461.254 235.689 225.565 133.18 128.21 811.069 30.3729 102.807 86.2984 614.023 33.0088 581.014 130.75 450.265 22.8777
internal_count=13561 10388 6964 4412 3173 3424 3350 383 2967 2552 1264 1288 545 595 3817 124 421 353 2628 146 2482 554 1928 101
is_linear=0
shrinkage=0.0201179


Tree=71
num_leaves=22
num_cat=0
split_feature=86 98 79 49 89 27 0 119 90 133 26 130 141 104 92 84 99 9 0 133 0
split_gain=31.0752 31.0943 18.8187 17.8749 15.9134 12.4472 12.3747 13.3374 10.0688 11.4502 9.63583 9.31992 13.0739 9.21202 9.0104 8.57655 11.0467 7.18152 6.67501 6.19944 6.11701
threshold=3.0790020790020796 0.6858552631578948 2.5152597294757348 2.3150000000000004 0.05000000000000001 0.54211111111111121 1799.7851983138164 2.1000000000000005 -0.32916666666666661 2.3875000000000006 0.58133928571428584 1.1835000000000002 -0.87399999999999989 0.83250000000000013 0.36625000000000002 0.033605769230769154 0.8377192982456142 0.51666666666666672 1541.4438045802438 0.95000000000000007 1635.8769818770031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 6 -2 11 7 -1 19 -10 13 12 -6 -7 20 16 -4 -13 -17 -5 -3
right_child=4 2 15 8 5 10 -8 -9 9 -11 -12 17 -14 -15 -16 18 -18 -19 -20 -21 -22
leaf_value=0.0014535115955448556 0.027376882203531093 -0.011931306621343403 -0.0035650125551176443 -0.025069246374514475 0.023297002316083192 0.016155419768014736 0.022177454767334136 0.0075558405157736047 4.1732295631502114e-05 -0.013777162347346647 0.030060903068620245 0.016873012245768881 0.0026445543883764472 -0.0038416546524712224 0.0074916026907345442 -0.01788051577285231 0.0011996565624329799 -0.00019695534167728609 -0.004777054285051153 -0.006550530041017591 0.0025425400922667002
leaf_weight=610.52767381072044 13.815543085336683 143.88387078046799 457.86458750069141 8.9351674020290357 20.13178862631321 27.747929275035858 13.71153177320957 190.09468191862106 637.87583116441965 25.227503672242165 11.745562732219694 10.640557542443274 32.328969374299049 14.041142046451567 11.79295141994953 22.120401039719582 345.57792095839977 159.47211430966854 54.508394807577133 40.395879104733467 12.874390378594397
leaf_count=2643 56 826 2217 47 85 117 56 793 3273 126 48 45 142 59 66 104 1662 675 248 204 69
internal_value=6.18776e-05 -0.000641068 -0.00330841 0.00119092 0.00630617 0.00525183 0.00322698 0.00290242 -0.00113634 -0.000483992 0.0139615 0.00315691 0.0105701 0.00943622 -0.00946671 -0.00212896 -0.00151562 0.000870732 -0.00855973 -0.00990492 -0.0107425
internal_weight=2865.31 2575.39 1048.62 1526.77 289.924 276.108 814.334 800.622 712.434 663.103 53.5346 222.573 52.4608 41.7891 168.551 880.071 803.443 170.113 76.6288 49.331 156.758
internal_count=13561 12334 5192 7142 1227 1171 3492 3436 3650 3399 224 947 227 176 961 4231 3879 720 352 251 895
is_linear=0
shrinkage=0.0201179


Tree=72
num_leaves=26
num_cat=0
split_feature=35 86 86 86 150 119 86 53 113 147 121 135 147 147 109 28 80 135 119 135 86 86 46 35 1
split_gain=30.5642 23.642 18.8977 36.9937 12.4818 11.9928 10.8274 12.5924 12.3155 9.47975 9.33749 10.174 8.8059 10.4072 8.58163 8.55439 8.34718 8.26427 8.19024 7.74084 7.59887 6.82292 6.38177 6.05741 3.32435
threshold=3.6550000000000007 3.1371473354231978 1.0000000180025095e-35 2.2529069767441867 0.46585999493613611 2.3665000000000007 2.9128787878787885 1.6250000000000002 0.68150000000000011 0.46727212695799086 1.4365000000000003 0.25350000000000006 0.49338881378844207 0.42304096869314262 1.5000000000000002 5.6833333333333345 0.052860555765120061 -0.46199999999999997 1.4500000000000002 0.76550000000000018 3.586974789915967 2.0071428571428576 5.3550000000000013 4.8350000000000009 1483.3337868017277
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 21 15 12 7 17 9 -9 11 20 13 -3 24 -1 -5 23 -6 -19 -8 -4 -10 -2 -12
right_child=6 5 3 16 18 -7 10 8 22 -11 14 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.0066145252625463323 0.026519031564322403 0.018911299719660993 -0.018917676148219587 -0.007577106298344051 -0.001137938800908303 -0.010382491578408178 -0.0033996065161174234 0.0012556882438397186 0.0058225278001590285 -0.0059518531881967663 0.017062813968208457 0.020027972182624258 0.023386710816564894 0.0039041230770679946 0.0063270905419381433 0.010936564897826793 -0.00095778280723813453 0.0040654059474425699 0.0023430138327236566 0.02111817999535814 0.014276297213213664 -0.0097547498226372778 0.02219603580195055 0.006439261281185246 0.031811444605675837
leaf_weight=163.9349957332015 13.777515366673471 21.778134599328041 63.313058979809284 94.813658490777016 638.76828056573868 16.99873261153698 41.639680102467537 285.64930109679699 40.226767659187317 99.611004516482353 12.444908708333971 13.957661584019659 12.803186058998106 132.44623167812824 18.66235987842083 12.066447257995604 412.82059732079506 161.01570795476437 478.49298456311226 11.54648372530937 12.89080189168453 68.45862603187561 12.669353753328322 10.885806843638418 12.304310128092764
leaf_count=930 56 93 357 436 3116 72 174 1245 175 432 52 58 54 561 77 63 2063 658 2253 47 52 390 51 45 51
internal_value=6.05614e-05 -0.00117429 -0.00183038 -0.00465958 -0.000431577 0.00571594 0.00355833 0.00254207 0.000641906 -0.00060784 0.00932874 0.00470182 0.00735435 0.00602335 0.0166282 -0.0054112 -0.00219413 0.00676343 0.000352853 0.00520649 0.000778784 -0.0141574 0.00974436 0.0176566 0.0243956
internal_weight=2863.98 2116.69 1932.67 639.406 1293.26 184.026 747.282 635.382 438.156 385.26 111.9 68.4881 167.028 154.224 43.4116 176.001 507.634 197.226 1117.26 172.562 54.5305 131.772 52.8961 24.6633 24.7492
internal_count=13561 10388 9608 3246 6362 780 3173 2709 1903 1677 464 284 708 654 180 993 2499 806 5369 705 226 747 226 101 103
is_linear=0
shrinkage=0.0201179


Tree=73
num_leaves=27
num_cat=0
split_feature=35 86 89 86 79 53 25 123 99 89 129 148 138 128 143 143 11 38 55 123 93 31 136 143 110 89
split_gain=29.3595 23.1919 17.8394 31.5371 12.1789 11.4414 11.3554 11.4782 11.2628 10.9279 10.8419 10.6314 9.36734 9.21276 8.76092 8.03908 8.78652 10.9401 7.67604 9.06695 8.70617 7.55111 8.0779 7.38084 5.62528 3.09119
threshold=3.4250000000000003 3.1371473354231978 1.0000000180025095e-35 2.0071428571428576 2.6906999843170061 1.8350000000000002 0.36666666666666675 0.89200000000000013 0.54195804195804198 0.070000000000000021 0.77500000000000013 0.25940328054298645 2.5000000000000004 1.0000000180025095e-35 -0.33549999999999996 -0.11199999999999999 0.55238095238095253 0.23647136905821953 1.0850000000000002 1.3415000000000001 23.550000000000004 0.095698427382053614 26.950000000000003 -0.86799999999999988 7.1500000000000012 0.19000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 25 10 15 7 -7 -5 -3 -1 14 -9 -6 -11 18 -17 -18 19 -2 -20 23 -23 -8 -13 -4
right_child=5 9 3 8 13 6 21 12 -10 11 -12 24 -14 -15 -16 16 17 -19 20 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.0026131507911132646 -0.00043794462770242591 0.023143007331244955 -0.024426997713981279 0.0030508295577653575 0.005066745667445428 0.0096943754572689604 -0.019994500955739593 0.006106291464844764 -0.0047324905852665156 0.0098879138739995064 -0.017709533602588839 0.020751255933110082 -0.010683330347369745 -0.00030346780337470061 -0.002232028400674383 -0.0053863979656882024 0.0074547303578869203 0.020756368253407102 -0.0012201772942078859 0.01950945734955209 0.01015599524943115 0.0039750744233213661 -0.0069033496130806692 -0.00071406751370326827 0.0028140771990929178 -0.015069205540497045
leaf_weight=400.53656659275293 16.126571178436279 13.642753869295118 24.034628614783287 91.014044150710106 169.86467777192593 18.480790987610817 10.898245036602018 16.372819885611534 434.28197585046291 34.689005568623543 20.226577907800674 20.810821518301967 75.307823374867439 541.29303351044655 79.364925161004066 17.174797520041466 150.04277899861336 30.035590991377831 142.00761500000954 21.540271520614624 33.685258209705353 394.73484842479229 29.705419510602951 30.599924832582474 10.723456799983976 35.247437730431557
leaf_count=2187 67 56 131 460 789 84 49 74 2200 147 113 89 340 2560 339 71 610 124 581 88 136 1741 132 138 46 209
internal_value=5.92703e-05 -0.00141847 -0.0020998 -0.00495369 -0.000625907 0.00286844 0.00103951 -0.00476924 -0.00338392 0.0059262 -0.00333887 0.0043128 -0.00768487 0.000979233 0.00145414 0.00543446 0.00836209 0.00967338 0.0027278 0.010969 0.000960915 0.00241288 0.00321371 -0.00577768 0.0146518 -0.0188633
internal_weight=2862.44 1875.73 1716.5 584.578 1131.92 986.713 576.1 110.161 525.296 159.231 420.763 145.588 91.6806 711.158 114.054 410.613 197.253 180.078 213.36 37.6668 175.693 465.938 424.44 41.4982 31.5343 59.2821
internal_count=13561 9326 8649 3000 5649 4235 2558 498 2660 677 2300 621 414 3349 486 1677 805 734 872 155 717 2060 1873 187 135 340
is_linear=0
shrinkage=0.0201179


Tree=74
num_leaves=26
num_cat=0
split_feature=35 86 89 86 89 143 79 149 49 86 94 6 113 129 145 128 79 135 4 11 37 46 89 9 35
split_gain=28.276 21.8163 17.8132 35.7569 15.3906 13.172 12.1694 12.1355 10.9224 13.6907 9.60117 9.56661 9.51042 9.29738 8.95897 8.87909 8.80868 8.4618 9.35113 11.8199 8.26122 8.17969 8.02194 7.45897 4.64311
threshold=3.6550000000000007 3.1371473354231978 1.0000000180025095e-35 2.2529069767441867 0.05000000000000001 -0.27149999999999996 2.5967863419533024 0.58410568343975677 1.4950000000000003 2.9128787878787885 20.550000000000004 1516.0174736666822 0.68150000000000011 0.77500000000000013 0.54105000000000014 1.0000000180025095e-35 3.0235563623789772 -0.43849999999999995 1552.5304611260187 1.0773809523809526 0.75885577106259849 3.6350000000000002 0.19000000000000003 0.59166666666666679 4.8350000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 22 -3 7 13 -6 17 12 -8 15 20 -1 -7 -11 -5 24 23 -20 -10 -14 -4 -19 -2
right_child=8 4 3 16 5 14 10 -9 9 11 -12 -13 21 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.0026508663041834375 0.027007093700544698 0.029654202062764839 -0.022661100914389352 -0.0007680758670088664 0.02069492445319512 -0.0050660163692864526 -0.0004117211886436268 0.0024771306026998775 0.00024492108544746534 0.019588909499293504 0.0042185402932426504 0.021480715560997777 -0.0074567726393324476 -0.017424018841886369 0.0061973958099504631 0.0023464009010579459 -0.0073962684288921632 -0.01213650506047643 0.00082815168379703902 0.023131124298706531 -0.011438186334931228 0.01226081875999036 -0.011063325664676616 0.0048352526006237677 0.0091502680317574591
leaf_weight=382.90930549800396 12.846261635422708 10.076638162136076 31.956597618758678 405.10306882858276 30.280427411198616 62.139712810516357 637.67722730338573 28.947265163064003 379.27339163422585 15.006901025772093 253.22391571104527 19.475052505731583 10.560939639806746 18.054832175374031 52.923766389489174 62.138254716992378 101.47807589173317 11.529555037617682 15.796132564544676 24.58918659389019 26.187070056796074 43.949539184570312 98.677519932389259 115.1855658441782 10.891735851764677
leaf_count=2089 52 41 173 2035 128 265 2987 122 1645 63 1180 80 47 103 224 258 464 48 65 101 111 185 577 473 45
internal_value=5.79964e-05 -0.00113141 -0.00176331 -0.00451591 0.00548022 0.00408256 -0.000405574 0.0117912 0.0034212 0.00199714 0.000904346 0.00888141 0.000551032 -0.0033161 0.000114559 0.00570065 -0.00209585 0.0075745 0.00597777 0.0144078 -0.000509627 0.00844057 -0.0139005 0.00329097 0.0188142
internal_weight=2860.88 2113.45 1929.08 637.215 184.368 174.291 1291.87 59.2277 747.43 556.591 890.901 96.6202 459.971 400.964 115.063 77.1452 506.581 190.838 167.1 40.3853 405.46 54.5105 130.634 126.715 23.738
internal_count=13561 10388 9608 3249 780 739 6359 250 3173 2389 4167 401 1988 2192 489 321 2499 784 687 166 1756 232 750 521 97
is_linear=0
shrinkage=0.0201179


Tree=75
num_leaves=26
num_cat=0
split_feature=47 27 20 79 124 91 28 104 121 126 40 92 149 137 102 6 10 95 103 124 1 123 149 93 36
split_gain=26.9663 14.7812 12.2109 11.2012 12.9748 9.86845 10.7576 9.7366 8.99962 8.09068 8.03933 7.70589 7.66611 13.1386 10.8979 11.9004 9.58911 7.69857 7.4287 5.60576 4.33931 4.27981 5.10485 4.11677 2.82051
threshold=1.7050000000000003 0.42050000000000004 2.5000000000000004 2.5152597294757348 0.77500000000000013 0.043749999999999956 6.1833333333333345 1.9575000000000002 0.35400000000000004 1.5855000000000004 2.9750000000000005 -0.53041666666666654 0.53851874003189804 10.250000000000002 1.3185000000000002 1490.9235501848409 1.3095238095238098 7.4999999999999991 1.2765000000000002 1.7750000000000001 1524.4015256381656 1.6485000000000001 0.53574674286046664 19.050000000000004 2.7650000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 5 4 -3 6 18 8 -5 -6 19 -12 14 17 15 -1 -15 -14 -2 -7 -9 22 23 -4 -24
right_child=2 3 21 7 9 10 -8 20 -10 -11 11 -13 13 16 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26
leaf_value=0.020544222683869202 -0.00067250420113924435 0.013393979519240942 -0.016969552551447099 0.021735598785168876 -0.011783660033730773 -0.01413146912860401 0.018043410321592054 0.023574707109770544 0.0017339121112752945 0.00095453062199455936 -0.017958893433282906 0.0021958484319341354 -0.019413739564560956 -0.0070857712595544771 -0.014164787128943659 -0.0022345081388127227 0.01603659392138598 -0.00092190163551353734 -0.0073276806358239686 -0.00078655515309717023 0.0061276346505575625 -0.022622125397723878 0.008984969594764065 -0.0054335801750497684 -0.0075277500869470075
leaf_weight=14.661794528365133 478.02709141373634 13.816162392497061 29.282356135547161 9.1511061787605268 60.474216848611832 62.633403055369854 11.49567101895809 11.718953281641008 1788.7173000127077 30.286318644881248 9.2923128604888898 44.1851577013731 40.213587567210197 20.158031240105633 14.642842039465902 25.299112007021904 11.343995869159697 11.782705038785933 79.118445232510567 15.994463890790938 11.367379575967787 10.607430249452589 8.4051790833473223 21.876185685396194 8.3410089612007123
leaf_count=68 2673 68 172 40 301 350 60 50 7847 147 52 244 182 90 66 120 50 51 430 85 49 59 45 120 45
internal_value=-2.52961e-05 0.00117873 -0.00321381 0.00163471 -0.00476808 -0.00237085 -0.00122012 0.00200243 0.00183572 -0.00753291 -0.00732405 -0.00130614 -0.00517891 -0.00901194 0.000682315 0.00612291 0.00124045 -0.0152235 -0.0016176 -0.0114169 0.0149844 -0.0107375 -0.00888084 -0.0120367 0.000759816
internal_weight=2842.89 2063.63 779.259 1925.53 104.577 700.747 568.641 1820.95 1797.87 90.7605 132.105 53.4775 138.102 83.4983 54.6037 39.9609 31.502 51.9963 557.146 78.6279 23.0863 78.5122 67.9047 51.1585 16.7462
internal_count=13464 9129 4335 8502 516 3894 3163 7986 7887 448 731 296 627 373 254 188 140 233 3103 435 99 441 382 292 90
is_linear=0
shrinkage=0.0201179


Tree=76
num_leaves=27
num_cat=0
split_feature=49 8 111 18 134 7 50 26 111 26 121 45 3 26 89 131 3 132 122 97 127 85 124 28 145 34
split_gain=24.4396 11.4701 14.3059 10.9753 10.3537 10.1369 9.41734 7.88591 9.89369 7.43306 12.324 7.76521 7.82989 7.63364 7.32951 7.2284 15.221 13.753 7.12357 7.73883 6.04542 7.96042 5.26242 4.63896 4.11389 4.5761
threshold=2.7750000000000004 2.6547619047619051 13.450000000000001 2.5000000000000004 0.11950000000000001 37.627405453804279 1.3350000000000002 0.46707142857142864 16.150000000000002 0.4711805555555556 1.2360000000000002 1.2350000000000001 1465.5074655905737 0.54894444444444457 0.070000000000000021 1.7320000000000002 1421.5038842794281 1.4720000000000002 2.5130000000000003 6.5000000000000009 0.8660000000000001 -0.19718676122931436 1.5500000000000003 5.4722222222222232 0.19845000000000004 3.1550000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 4 -4 6 -6 -3 8 20 10 -9 13 -13 -11 15 16 -1 -17 19 -16 22 -22 -2 -5 -10 -26
right_child=7 2 3 23 5 -7 -8 9 24 11 -12 12 -14 -15 18 17 -18 -19 -20 -21 21 -23 -24 -25 25 -27
leaf_value=-0.0065003066447607977 -0.015855724372938178 0.024421749709580484 0.010441359667741431 -0.0028412345657074733 0.0012586526787079337 0.014766510761798954 0.0078981121993498635 0.027433463107134834 -0.024354882982125684 0.0011954365040846391 -0.0043169155402934039 0.0010079963941416084 -0.0083526803180805024 -0.005399662255875454 -0.0014732552218234875 -0.00052895994866328342 0.001715338028203658 0.009327461250634576 -0.016040877976160935 0.0070892855937244141 -0.014059061748270894 -0.00033658185263384007 -6.6474021183125567e-05 -0.020082957173616654 -0.012842284603155106 0.0028744830058793766
leaf_weight=102.51485075056553 26.126900255680084 24.668994173407555 11.823778495192526 10.791599467396738 89.740588650107384 30.003106966614723 32.161564260721207 9.3062773048877734 9.9926140010356885 294.92143379151821 10.564110934734343 51.777051188051701 119.94609987735748 93.567606985569 548.40806965529919 106.15353383123875 831.98781743645668 124.48479154706001 12.687218472361563 46.329132542014122 19.299971550703049 150.75377251207829 12.695662125945089 15.231331065297125 47.136583976447582 8.9151678532361966
leaf_count=472 157 104 51 47 380 125 132 52 57 1526 56 306 714 483 2466 457 3697 521 53 201 110 839 70 65 273 50
internal_value=-2.49283e-05 0.00119885 0.00559362 -0.00563049 0.00799942 0.00464326 0.0150708 -0.00286894 -0.00567546 -0.00153883 0.010553 -0.00196773 -0.00553026 -0.000392975 0.000667228 0.00160129 0.000814075 0.00479092 -0.00112445 -0.000806234 -0.0035294 -0.00189404 -0.0106926 -0.0129332 -0.0124626 -0.0103424
internal_weight=2841.99 1986.99 214.421 37.8467 176.574 119.744 56.8306 855.003 274.921 580.083 19.8704 560.212 171.723 388.489 1772.57 1165.14 934.503 230.638 607.424 594.737 208.876 170.054 38.8226 26.0229 66.0444 56.0518
internal_count=13464 8771 904 163 741 505 236 4693 1556 3137 108 3029 1020 2009 7867 5147 4169 978 2720 2667 1176 949 227 112 380 323
is_linear=0
shrinkage=0.0201179


Tree=77
num_leaves=29
num_cat=0
split_feature=35 86 86 86 93 122 2 79 149 53 138 131 41 106 99 98 41 94 137 105 86 149 29 86 23 28 92 31
split_gain=26.8056 17.914 14.2191 32.1878 13.9362 13.7893 11.7427 9.81357 9.74205 9.73394 10.5895 12.063 9.23684 9.16316 9.59013 8.9781 10.2901 9.84129 8.74265 10.6905 7.8339 10.8422 10.397 7.78482 7.00915 6.64926 4.5725 4.56303
threshold=3.3550000000000004 3.1371473354231978 1.0000000180025095e-35 2.4204545454545459 17.550000000000004 1.4410000000000001 -194.22300924024793 2.555407209612818 0.58924155801275502 1.9550000000000003 1.5000000000000002 1.2110000000000001 2.0150000000000001 0.40950000000000003 0.97222222222222232 0.72474747474747481 2.2750000000000004 22.050000000000004 6.9500000000000011 0.69850000000000001 3.0790020790020796 0.58924155801275502 5.0500000000000007 2.0071428571428576 3.8452380952380958 4.7888888888888896 0.052499999999999956 0.14947899881834784
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 23 18 12 -7 -5 27 13 11 -11 -1 14 -2 17 -17 -15 25 -20 22 -22 -12 -4 -16 -3 -10 -6
right_child=9 4 3 7 8 6 -8 -9 26 10 20 -13 -14 15 24 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0039804785380016736 0.022918384746542064 -0.012803417947788128 -0.017948403049666901 0.0046918191002306838 0.031654453209172054 0.021154445661249178 0.0012893514157529392 -0.0031457705295662233 -0.0035529603560437058 0.0013509340019489777 -0.0029946376157377812 0.028629022451280801 0.0026450198054610457 0.0029038478624026525 0.0027615501834928539 0.0090521119579464928 -0.010390779843416898 0.011370599172444195 0.00085071398461923089 0.021350434026955523 0.012290283998862497 -0.0071836550091631665 0.0040405620379200795 -0.0089448072599314851 0.01863824137606792 0.0057647197203641812 0.013992985669498401 0.01497524266310621
leaf_weight=492.87125135958195 19.228005543351173 25.611056819558144 54.594727545976639 84.951651707291603 11.071595400571825 12.387191295623778 434.09312814474106 270.67261247336864 13.592624649405481 15.766497701406481 323.33339221775532 11.238830596208571 102.95067539811134 382.71690468490124 46.223218262195587 15.650779664516447 37.207802191376686 65.000374883413315 47.727141231298447 13.12830691039562 40.900701344013214 16.135577768087387 115.35106088221073 134.94216088950634 14.876606822013853 11.226599991321562 10.776859536767004 16.586509510874748
leaf_count=2652 80 112 322 440 46 56 2068 1303 57 71 1491 51 471 1570 194 67 153 265 205 56 170 67 520 754 61 48 45 69
internal_value=-2.45477e-05 -0.00158217 -0.00220958 -0.00484228 0.00507003 -0.000832572 0.00184051 -0.0012735 0.0134807 0.00242725 0.000435506 0.0127036 -0.00283566 0.00421951 0.010527 0.00320732 -0.00463384 0.00413308 0.000590769 0.00527323 -0.000232806 0.00678097 -0.00114473 -0.0115383 0.00662734 -0.00714442 0.00420605 0.0216523
internal_weight=2840.81 1737.18 1587.46 545.161 149.721 1042.3 446.48 355.624 52.0276 1103.63 522.726 27.0053 595.822 580.904 80.3278 500.576 52.8586 447.717 97.6931 60.8554 495.721 57.0363 438.684 189.537 61.0998 36.8377 24.3695 27.6581
internal_count=13464 8704 8066 2819 638 5247 2124 1743 217 4760 2370 122 3123 2390 335 2055 220 1835 421 261 2248 237 2011 1076 255 160 102 115
is_linear=0
shrinkage=0.0201179


Tree=78
num_leaves=26
num_cat=0
split_feature=35 96 27 44 38 110 145 134 53 98 35 103 118 107 38 104 102 77 16 142 21 27 111 147 109
split_gain=25.747 13.6417 12.142 12.1298 10.0661 10.0643 9.64815 11.5811 9.02127 8.61684 8.32893 8.23123 10.506 8.27052 7.86355 6.52347 8.42397 6.42507 7.24654 6.35579 9.0816 5.61984 5.36683 3.76718 2.71247
threshold=3.3550000000000004 4.5000000000000009 0.42387500000000006 7.1050000000000013 0.24799240397534519 21.950000000000003 0.28505000000000008 -1.0000000180025095e-35 2.4150000000000005 0.70294117647058829 4.9450000000000012 1.6065000000000003 1.6335000000000004 0.47750000000000009 0.23883344258234043 1.2325000000000002 1.6185000000000003 0.37857142857142861 1.5000000000000002 0.11550000000000002 0.53571428571428581 0.47866071428571427 12.750000000000002 0.44938700955042282 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 15 17 8 11 7 -5 10 -8 -4 13 -13 -1 -10 16 22 -3 -19 21 -21 -6 -2 24 -7
right_child=2 3 4 6 19 23 9 -9 14 -11 -12 12 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26
leaf_value=-0.00036049629531655184 -0.0018558913605549417 -0.019275416495319945 0.0036020268554176741 0.016766007874486011 0.00061099224193885511 -0.026393117844328785 -0.00015616252938948459 0.0030909822927728458 -0.011206911003806117 0.017058581077529937 -0.0020097368961833396 -0.0005149053315208266 0.015443028487628444 -0.0040484129996879769 0.0060057544554007938 -0.018423316008122533 0.013893822554228136 -0.0031201090082570181 0.0066922607272667713 0.008563617435742462 -0.009409923019081794 0.016745320893064575 -0.014974294654987425 -0.0049150691851493561 -0.011330900140304896
leaf_weight=364.39882071316242 47.732327193021774 8.5268981307744962 723.62710143625736 44.4236761033535 10.902471244335173 10.415469303727155 152.04515232145786 57.519152000546455 35.260914653539658 12.75541679561138 125.62358771264553 65.871572606265545 22.366638123989105 758.22394298017025 15.447654053568838 12.237425506114958 10.761109352111815 181.59176921844482 36.600538343191147 45.913204327225685 15.125962004065512 44.019614234566689 17.159958198666573 11.616777420043944 9.0423814803361875
leaf_count=1863 216 44 3098 209 46 59 726 275 180 60 517 320 103 3855 79 54 48 901 177 194 63 186 79 62 50
internal_value=-2.41978e-05 -0.0015521 0.00237795 0.00127758 0.00299856 -0.00267643 0.00418549 0.00905023 0.00227972 0.0011762 0.00277191 -0.00238631 0.00353004 -0.00285134 -0.00596317 -0.00479564 -0.00259118 -0.00214365 -0.0014741 0.00857735 0.00410952 0.0135427 -0.00532501 -0.0139814 -0.0193939
internal_weight=2839.21 1735.4 1103.81 493.463 1015.92 1241.94 266.743 101.943 899.959 164.801 849.251 1210.86 88.2382 1122.62 50.7086 87.8908 75.6534 226.719 218.192 115.961 61.0392 54.9221 64.8923 31.0746 19.4579
internal_count=13464 8704 4760 2392 4363 6312 1270 484 3874 786 3615 6141 423 5718 259 397 343 1122 1078 489 257 232 295 171 109
is_linear=0
shrinkage=0.0201179


Tree=79
num_leaves=29
num_cat=0
split_feature=35 96 149 27 7 52 113 127 110 7 38 36 11 103 122 48 0 141 136 37 4 27 79 118 113 35 147 99
split_gain=24.7263 13.1147 13.5696 11.6618 11.4 14.9206 13.8449 10.7542 11.0086 10.7382 9.66716 9.26286 8.4908 8.42417 7.8738 8.77568 7.7243 11.8319 9.36353 7.60363 7.62336 7.21341 7.12148 7.11425 13.3827 10.2453 4.52002 4.44707
threshold=3.3550000000000004 4.5000000000000009 0.53433908520280893 0.42387500000000006 17.622978827376759 2.5150000000000001 0.19100000000000003 0.76400000000000012 21.950000000000003 -15.661928805158366 0.24799240397534519 1.905 0.65476190476190488 1.6065000000000003 1.2820000000000003 2.3150000000000004 1603.7379844907912 0.79300000000000015 6.9500000000000011 0.35307738710615172 1595.3203891093679 0.50267857142857153 2.6906999843170061 2.5500000000000003 0.47750000000000009 4.9450000000000012 0.44938700955042282 0.63961038961038974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 14 6 -6 -3 19 13 11 23 -4 -11 -9 27 22 18 -18 -12 20 -1 -21 -16 25 -25 -5 -10 -2
right_child=3 2 9 10 5 -7 -8 8 26 12 16 -13 -14 -15 15 -17 17 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.007875731473628288 -0.0040597254483245148 0.011038589810774824 0.0010252380453519823 0.0023635174753494025 0.00063530688757622658 0.028370573859464666 -0.006968576310783796 -0.0021644946197285947 -0.020850983983587333 0.014110479475022543 0.0030490622367142419 0.017459939653195228 0.00075417954405352218 0.0046980443941381502 -0.0002583940897697343 0.0048643110252435916 -0.0076151778932247024 0.01217136770898466 0.018613404211226175 -0.018761675425407916 0.0067835421553043953 -0.0038292008419297243 -0.016923702862515648 0.010032141157630006 -0.005302354890922267 -0.0047051770518897187 -0.0039712323698725379 0.014634239313628969
leaf_weight=50.583397105336189 9.4596868157386798 19.500222161412239 21.36697281897068 674.23066535592079 41.112163692712784 9.7032520920038206 151.8107857555151 1006.6769198924303 17.244144678115848 21.448899894952774 24.870968356728554 39.616249725222588 189.10283529758453 78.00668565928936 14.529274746775625 16.137360647320747 24.343920603394508 24.582591980695724 42.172108545899391 37.587077789008617 20.047816328704357 20.093967080116272 36.328632771968842 101.66998216509819 29.780430778861046 94.634425282478333 10.231149986386297 11.304523020982741
leaf_count=270 45 99 95 2935 213 46 788 5090 96 98 105 182 871 372 69 66 101 102 181 214 103 113 164 423 125 391 54 53
internal_value=-2.38173e-05 -0.0015221 0.0012512 0.00232955 -0.00243655 0.00593154 -0.00491879 -0.00262578 -0.00198952 0.00426795 0.00293714 0.0117018 0.00211482 -0.00167096 -0.00470653 -0.00806135 0.00840417 0.00232621 0.0128396 -0.00814056 -0.00371477 -0.0135599 -0.0121628 0.00223293 0.00655802 0.00149347 -0.0145656 0.00611736
internal_weight=2838.18 1734.13 493.661 1104.04 222.126 50.8154 171.311 1240.47 1112.16 271.535 1016.29 60.9832 210.552 1084.68 87.7595 66.9953 115.97 48.9265 67.0431 128.312 70.6312 57.681 50.8579 900.316 131.45 768.865 27.4753 20.7642
internal_count=13464 8704 2392 4760 1146 259 887 6312 5612 1246 4363 277 969 5462 397 299 489 203 286 700 373 327 233 3874 548 3326 150 98
is_linear=0
shrinkage=0.0201179


Tree=80
num_leaves=23
num_cat=0
split_feature=86 98 54 127 86 150 122 0 55 86 90 130 118 28 56 102 132 37 26 8 42 2
split_gain=30.4042 23.3863 17.7058 13.183 12.4052 15.4811 12.2484 12.6666 10.619 10.4441 8.71201 8.94236 9.70854 8.42787 8.14115 7.85688 7.68304 6.58138 8.27307 6.33085 4.79589 4.53945
threshold=3.3951219512195125 0.5590277777777779 1.385 1.7070000000000001 2.7905701754385968 0.56469500924214433 2.9750000000000005 1647.0184794143056 1.7050000000000003 1.0000000180025095e-35 0.15666666666666668 1.1550000000000002 1.3665 3.5857142857142863 1.8150000000000002 1.0165000000000002 1.5280000000000002 0.70012031193161839 0.55118055555555567 3.0333333333333337 3.1750000000000003 -81.341905913782497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 9 -6 7 -1 16 -3 11 21 13 -13 -14 -10 -5 19 -19 -4 -12 -2
right_child=10 2 17 8 5 -7 -8 -9 15 -11 20 12 14 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.00063739219079657816 0.0078717322975794361 -0.0028195574952428492 0.0019464311723044684 0.009353010196519379 0.00627041594916146 -0.0040391439443930709 0.017404805681993166 -0.010353771460743127 -0.017238973940657841 -0.0070580052389349829 0.02893983720376888 -0.019832207930625526 0.00016948949150305442 0.003392567501929955 0.014588411887708982 0.0065633808134046324 0.0020900758588346677 0.0037555880757651262 -0.010473871093888752 0.013668954988326942 0.011746523443644619 0.025640047478680185
leaf_weight=551.6518335416913 10.766048908233644 848.67658081650734 343.48997496068478 162.89023275673389 116.67586733400822 119.15090182423592 16.419161424040794 45.972575798630714 13.701675564050676 325.57246065139771 11.583075851202013 11.398426398634912 30.241432085633278 14.203381240367888 33.301569283008575 9.5067217499017698 92.384854212403297 29.323584347963333 37.922322183847427 19.716481134295464 15.16534800827503 12.669213265180586
leaf_count=2635 45 4314 1452 700 553 542 67 206 70 1734 47 47 125 59 135 46 384 122 158 81 62 52
internal_value=-0.000295623 -0.000762955 -0.00205888 0.00190943 -0.00314909 0.00106151 0.00026285 -0.000208097 0.00554003 -0.00399472 0.00887148 0.00641927 0.00351203 -0.00694729 0.00772627 -0.00748864 0.00672456 0.00151242 -0.0042688 0.0025828 0.0191922 0.0174777
internal_weight=2872.38 2733.06 1840.53 892.527 1410.08 235.827 614.044 597.624 278.483 1174.25 139.328 112.58 89.1448 25.6018 63.543 23.2084 255.275 430.452 67.2459 363.206 26.7484 23.4353
internal_count=13636 13064 8956 4108 7143 1095 2908 2841 1200 6048 572 463 366 106 260 116 1084 1813 280 1533 109 97
is_linear=0
shrinkage=0.0201179


Tree=81
num_leaves=24
num_cat=0
split_feature=86 55 35 27 130 137 98 56 3 150 137 86 150 10 136 42 86 24 53 55 6 135 138
split_gain=29.1864 22.6195 17.8026 17.6809 12.817 11.8143 11.226 12.996 13.0924 10.9352 12.7678 10.745 17.3365 10.5265 9.16326 10.381 8.68585 8.44401 7.96169 7.68497 6.28445 5.5935 5.55783
threshold=3.3951219512195125 1.4150000000000003 3.3650000000000007 0.50527777777777783 1.1550000000000002 9.1500000000000004 0.56385869565217395 1.5850000000000002 1534.7385410200102 0.54301613104914359 21.150000000000002 2.8019607843137257 0.54565303691941258 0.69047619047619058 21.450000000000006 5.8350000000000009 1.0000000180025095e-35 0.55000000000000016 1.7550000000000001 1.4850000000000001 1502.6683964660967 0.14650000000000002 5.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -2 19 7 17 -9 13 -11 16 -13 -1 15 -4 -8 -3 -16 -6 -7 22 -5
right_child=3 6 14 21 5 20 11 8 -10 10 -12 12 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0080099719190662652 0.01773168419545533 -0.0021933586870072123 0.005228120590986679 0.0046519651708967109 0.00028565992832189604 0.00097015476063150546 -0.0027402265623946032 0.0053567549646115174 -0.0031479920508345853 5.0030119642932735e-05 0.01227909445336646 0.0072420981395469545 -0.0043635491585565667 -0.0065394119317739507 0.0027718703787767305 0.020462677024459509 -0.0067409331162094008 -0.014759275159637597 -0.013386458597004479 -0.016177167363045156 0.020778190981519184 0.030294590429888042 0.022327990058404055
leaf_weight=23.057561337947845 21.273253172636032 107.11267787218094 342.53461237251759 12.832154497504236 31.554421529173851 12.734873697161676 790.10289593786001 231.42512492835522 107.1897363960743 318.81478369235992 38.753902018070221 98.849685624241829 110.1354775428772 158.28556457161903 35.726922228932381 19.113284558057785 304.20501641184092 27.124773547053337 18.854849398136139 18.034901723265648 13.205674424767492 13.333129256963728 16.405093342065811
leaf_count=112 88 583 1412 53 128 52 4000 1113 500 1384 167 465 497 758 146 80 1621 147 79 76 54 54 67
internal_value=-0.000289924 -0.000748162 0.00174841 0.00869005 0.00393821 5.31242e-05 -0.00209073 0.000564562 0.00266453 -0.000665357 0.00137546 -0.00305411 0.00112587 -0.00468943 0.00487365 0.0060333 -0.00385238 -0.00473256 -0.00280977 -0.00570149 0.0110542 0.0194954 0.0145703
internal_weight=2870.66 2731.29 955.141 139.374 96.8031 75.5299 1776.15 472.852 338.615 538.912 357.569 1303.29 208.985 181.343 416.23 361.648 1094.31 134.237 54.5818 49.5893 25.9405 42.5704 29.2372
internal_count=13636 13064 4138 572 398 310 8926 2343 1613 2421 1551 6583 962 870 1717 1492 5621 730 225 204 106 174 120
is_linear=0
shrinkage=0.0201179


Tree=82
num_leaves=24
num_cat=0
split_feature=86 55 35 27 130 98 56 3 86 149 149 54 10 56 136 42 144 24 53 112 135 138 132
split_gain=28.0216 21.7353 17.0902 16.9733 12.2794 10.7998 12.4886 12.5503 10.3435 20.5044 9.98189 14.4862 9.61569 9.53754 8.79352 10.0297 8.76299 8.19076 7.66571 7.65388 5.37723 5.33539 5.09863
threshold=3.3951219512195125 1.4150000000000003 3.3650000000000007 0.50527777777777783 1.1550000000000002 0.56385869565217395 1.5850000000000002 1535.4707265192485 2.8019607843137257 0.56364786838566816 0.56088892520119293 1.3250000000000004 0.65476190476190488 1.8250000000000004 21.450000000000006 5.8350000000000009 1.0000000180025095e-35 0.55000000000000016 1.7550000000000001 0.38200000000000006 0.14650000000000002 5.5000000000000009 1.1055000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -2 6 17 -8 16 -10 12 -12 -1 19 15 -4 -7 -3 -16 -6 21 -5 -15
right_child=3 5 14 20 13 8 7 -9 9 -11 11 -13 -14 22 18 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0085366617456054464 0.01734455180833383 -0.0021514361767459977 0.0051204173048565839 0.0045565355301568581 -0.013561596836597727 -0.0028440286861253134 0.0052158901873410619 -0.0031382285657670568 0.0066024206848776714 -0.0061135921196469175 0.0061745474552243997 -0.0026907744279977977 -0.0050279347437837624 -0.0023925615196727645 0.0027161163930808623 0.020118362329058705 -0.0072448840355883934 -0.014562574304919175 -0.013153091060191486 0.0061579313850611576 0.029689498320077945 0.021872158044533806 0.012671499981580485
leaf_weight=23.437113091349602 21.310165300965309 107.00410047918558 342.70177233219147 12.837288454174997 25.059848442673683 859.75645600259304 233.15816216170788 105.80879807472229 118.66024366021156 90.438808754086494 151.34100915491581 147.11220140755177 216.80889064073563 14.564671218395231 35.726791888475418 19.049941003322601 232.68748173862696 26.939974576234818 18.803850173950195 11.678172990679739 13.331176832318304 16.410017117857933 24.204787895083427
leaf_count=111 88 583 1412 53 105 4393 1119 494 551 411 653 638 1019 59 146 80 1228 147 79 48 54 67 98
internal_value=-0.000284357 -0.000733689 0.00171348 0.0085137 0.0038582 -0.00205072 0.000553011 0.00260812 -0.00299678 0.0011025 -0.000652316 0.00180467 -0.00370461 5.18989e-05 0.004775 0.00591023 -0.00378141 -0.00464773 -0.00275595 -0.00729301 0.0190995 0.0142722 0.00701214
internal_weight=2868.83 2729.44 954.982 139.396 96.8176 1774.45 472.911 338.967 1301.54 209.099 538.699 298.453 240.246 75.5075 416.282 361.752 1092.44 133.944 54.5306 36.738 42.5785 29.2473 38.7695
internal_count=13636 13064 4138 572 398 8926 2343 1613 6583 962 2421 1291 1130 310 1717 1492 5621 730 225 153 174 120 157
is_linear=0
shrinkage=0.0201179


Tree=83
num_leaves=28
num_cat=0
split_feature=79 47 6 124 10 79 95 3 13 26 110 96 11 99 42 148 126 6 99 96 7 28 7 56 80 30 138
split_gain=23.2932 19.5344 9.48779 11.4369 13.0965 9.4338 10.2075 9.75522 9.45737 11.384 9.19033 8.9313 8.63841 8.48934 7.94596 8.67787 7.83877 8.95908 7.75631 7.55243 10.3899 10.2539 10.4571 9.29479 9.20596 7.3053 3.94043
threshold=2.8632972740505496 1.1250000000000002 1474.1267380539837 2.7750000000000004 1.6904761904761907 2.5152597294757348 8.25 1457.5180617293479 0.45000000000000007 0.44816666666666666 25.150000000000002 5.5000000000000009 1.7238095238095241 0.64495798319327746 2.7150000000000003 0.26048169505872398 1.0500000000000003 1498.0526802651968 0.40588235294117653 4.5000000000000009 -15.96757100913487 6.6125000000000007 7.1745737634136058 2.1150000000000007 0.043836402184014855 0.22257607926397738 6.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 26 4 -4 6 16 -8 9 11 -11 -7 -5 -9 15 -10 17 -1 -18 21 24 22 -3 -22 -21 -16 -2
right_child=1 19 3 12 -6 8 7 13 14 10 -12 -13 -14 -15 25 -17 18 -19 -20 20 23 -23 -24 -25 -26 -27 -28
leaf_value=-0.0058329001775578454 0.0080195665376583281 8.7614002978862672e-05 0.0070507226328314961 0.0076678479892031554 -0.0016793361453840572 -0.0063392198806697794 0.022712209072531842 -0.015048149395240086 -0.0071038933629719841 0.0010334295714639254 -0.010596382398710746 0.0093639011457307061 0.024655694626472734 0.0067235947808946817 -0.0067122230415785442 0.0064597713528701528 0.0068623835690112709 -0.018241772893419234 -0.0054471389775282196 -0.0051912691186399695 -0.0012696102738103193 0.013282930213443815 -0.005764679605659794 0.0068287436040114927 0.012876148450190653 -0.02185934334912585 0.023687183186404965
leaf_weight=57.03437440097332 11.124444901943209 406.04014398157597 152.18075656890869 38.592959463596344 128.08196437358856 164.72324693202972 9.1662509441375715 11.097669422626497 38.15964350104332 796.5991680175066 28.484398037195206 16.090702265501022 17.659528002142906 20.898572564125061 95.092858105897903 38.203385755419731 23.550447329878807 40.111729674041271 172.19826053828001 14.233568102121351 225.90177524089813 19.108589380979538 177.63149631023407 76.881470620632172 57.611010238528252 14.907583728432654 15.624009445309637
leaf_count=334 46 1825 636 158 530 858 48 57 183 3890 139 82 72 110 500 186 126 245 968 61 1000 82 787 320 251 76 66
internal_value=-0.000278896 0.00165594 0.00563929 0.00472262 0.003061 -0.0019784 -0.0049664 0.00441422 -0.0011412 -0.000369959 0.000631924 -0.00494175 0.013001 -0.000827561 -0.00530393 -0.000318081 -0.00628474 -0.0109566 -0.00396615 0.000175484 0.00241869 -0.00121865 -0.00169343 0.000786667 0.0092966 -0.00876508 0.0171714
internal_weight=2866.99 1340.67 363.264 336.515 280.263 1526.32 334.057 41.1625 1192.26 1005.9 825.084 180.814 56.2525 31.9962 186.363 76.363 292.895 97.1461 195.749 977.408 374.628 602.78 583.672 302.783 71.8446 110 26.7485
internal_count=13636 5834 1508 1396 1166 7802 1888 215 5914 4969 4029 940 230 167 945 369 1673 579 1094 4326 1632 2694 2612 1320 312 576 112
is_linear=0
shrinkage=0.0201179


Tree=84
num_leaves=24
num_cat=0
split_feature=86 98 54 131 1 89 96 86 79 53 47 9 24 26 52 89 110 36 47 2 130 15 10
split_gain=26.8331 20.3367 16.0994 15.6036 13.3757 11.3406 11.6503 11.1315 13.5316 10.9735 10.7552 10.3788 10.2823 10.8774 9.95191 9.8132 7.88879 7.25719 6.77162 6.4752 6.35271 4.85083 4.56224
threshold=3.3951219512195125 0.5590277777777779 1.385 1.4720000000000002 1367.952047732969 0.070000000000000021 1.5000000000000002 2.7905701754385968 2.8926493192797547 3.0950000000000002 1.135 2.5916666666666672 0.81666666666666676 0.53894444444444456 2.5150000000000001 1.0000000180025095e-35 0.65000000000000002 5.0650000000000004 1.0850000000000002 27.40846862931426 1.6835000000000002 0.63333333333333341 1.0333333333333337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 9 22 -2 16 15 -9 11 -6 -1 18 -14 20 -3 19 -16 -4 -7 -8 -11 -5
right_child=5 2 12 4 10 6 14 8 -10 21 -12 -13 13 -15 17 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0010563948980563266 0.022730868626446864 -0.0026350299723089704 0.011783432542978646 0.027366628919514888 0.0081209060221834189 0.012195034662128814 0.012249098000219283 0.0056839290801074466 -0.0039546458707792687 -0.003023623854134403 0.00054520058418765845 -0.011926324720147931 0.011412190142432168 -0.0017421117545934109 0.019541156004215993 -0.0067589276240786972 -0.016880660795231765 0.0030056747912295232 -0.0010642183545438368 -0.0078730437415049526 -0.0076813813066895055 -0.019153439983389645 0.009749557940813558
leaf_weight=506.99678012728691 19.113903969526291 844.51152800023556 17.571014449000359 13.607286617159845 143.53941878676414 14.148893117904665 10.778994247317316 121.69352129101753 114.33751219511032 13.594560585916044 160.83576293289661 26.210188359022141 71.744018167257309 39.420863047242165 40.757083162665367 322.81358622759581 11.738798707723616 14.588581040501593 301.64285945892334 12.048534154891966 16.201784163713455 16.963968560099602 10.574551746249197
leaf_count=2354 78 4312 72 60 591 59 45 574 521 86 748 115 300 164 165 1736 49 59 1277 50 67 108 46
internal_value=-0.000273546 -0.000713748 -0.00192588 0.00177719 0.00526199 0.00833628 0.00604842 -0.00296978 0.00101481 -0.000253712 0.00411783 0.000418205 0.00147802 0.0067474 0.010299 -0.00377546 -0.00317563 0.0151827 -0.000357 0.00296519 0.000280709 -0.011978 0.0196631
internal_weight=2865.43 2726.06 1833.73 892.323 328.557 139.377 120.263 1403.36 236.031 563.765 304.375 533.207 430.379 111.165 82.3264 1167.33 37.9362 55.3457 319.214 26.1974 26.9808 30.5585 24.1818
internal_count=13636 13064 8956 4108 1445 572 494 7143 1095 2663 1339 2469 1813 464 336 6048 158 224 1349 109 112 194 106
is_linear=0
shrinkage=0.0201179


Tree=85
num_leaves=26
num_cat=0
split_feature=86 86 86 49 79 11 86 11 99 115 1 28 93 120 51 46 92 28 141 130 92 133 51 100 0
split_gain=32.3464 24.5196 41.4051 19.9015 12.088 13.7944 11.7863 11.176 15.0106 9.37166 9.80228 9.24867 8.34581 7.94493 13.3977 12.346 10.8151 8.07096 7.58895 7.44995 5.23083 4.76518 3.393 3.35823 1.35129
threshold=2.8019607843137257 1.0000000180025095e-35 2.0289495450785777 2.3150000000000004 2.6906999843170061 0.44761904761904764 3.7370689655172415 1.5166666666666668 0.48684210526315791 1.1215000000000004 1379.0951307637035 5.1833333333333345 14.550000000000002 0.95000000000000007 1.2450000000000003 3.5950000000000002 -0.70958333333333323 6.4142857142857155 -0.60349999999999981 1.7070000000000001 -0.054583333333333296 1.2930000000000004 1.1950000000000001 1.1000000000000003 1551.3948616631735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 22 4 11 -6 13 8 -4 12 -11 -1 -5 14 15 -2 -15 -18 -9 -8 -21 -16 24 -24 -3
right_child=6 2 7 9 5 -7 19 18 -10 10 -12 -13 -14 16 21 -17 17 -19 -20 20 -22 -23 23 -25 -26
leaf_value=-0.0075958490593095269 0.027648650591295093 -0.027280175757663758 0.013264810126800055 -0.0066572152353513549 -0.01063027884563467 0.0033099846625817076 0.023776236913438758 -0.0024526985650444458 -0.0017064979301264381 0.017717465876584411 -5.2598270524602685e-05 0.0052672809934857043 -0.0016389559572346397 -0.013897656306170143 -0.010013065690952587 0.0069789879369783168 0.0023030456772144335 0.013424285859504472 -0.011667028727519905 0.016232954525560207 -0.0029086414898713718 0.0056046824067891412 -0.020276801259946582 -0.0100559680232843 -0.01851795055323496
leaf_weight=83.789936885237694 21.169009551405907 16.911586612463001 30.431434348225594 231.55486024171114 29.758461013436317 830.50084026157856 19.427656024694443 73.936810791492462 247.9251913651824 13.199595957994459 260.71477018296719 30.989586129784584 318.80769467353821 15.765806391835211 12.869505003094671 26.137599363923073 374.35090807080269 28.416051045060158 70.837745554745197 11.819715574383737 11.302780523896216 20.504767090082169 25.313278086483479 26.779507420957088 12.321305155754088
leaf_count=413 94 85 155 1260 128 3525 79 372 1283 67 1349 139 1648 69 63 113 1658 120 348 48 46 100 165 160 58
internal_value=5.39208e-06 -0.00103476 -0.00495453 6.41831e-05 0.00200953 0.00282775 0.00442851 -0.0024277 -6.97272e-05 -0.00223697 0.000803695 -0.00412284 -0.00375031 0.00356218 0.00934268 0.0162285 0.00244785 0.00308769 -0.00696129 0.0145924 0.00687582 -0.000417488 -0.0181014 -0.0150227 -0.0235873
internal_weight=2845.54 2303.77 504.457 1799.32 975.039 860.259 541.764 423.131 278.357 824.277 273.914 114.78 550.363 499.214 80.6809 47.3066 418.533 402.767 144.775 42.5502 23.1225 33.3743 81.3257 52.0928 29.2329
internal_count=13545 11155 2626 8529 4205 3653 2390 2158 1438 4324 1416 552 2908 2217 370 207 1847 1778 720 173 94 163 468 325 143
is_linear=0
shrinkage=0.0201179


Tree=86
num_leaves=22
num_cat=0
split_feature=86 55 23 93 79 55 141 86 1 141 5 30 79 7 35 133 26 111 34 149 106
split_gain=31.0444 23.6534 16.4339 15.116 15.1059 11.9812 11.5233 11.3303 9.64865 9.48674 7.67806 13.0719 10.0375 10.7831 9.98787 6.90144 6.31672 8.81993 7.52803 5.76403 7.94183
threshold=2.8019607843137257 1.635 3.4142857142857146 22.050000000000004 3.222123579545455 1.6050000000000002 1.9415000000000002 3.7370689655172415 1348.9356188958475 -1.0024999999999997 1482.9738696780332 0.084273937856689865 2.9186300963401863 40.337718718133381 3.0550000000000002 1.6835000000000002 0.4870714285714286 22.150000000000002 3.1350000000000002 0.5480627111486488 0.68150000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 16 10 -4 -10 11 -2 13 -12 -14 -13 18 -18 -3 -9 -21
right_child=7 6 8 5 -6 -7 -8 19 9 -11 12 15 14 -15 -16 -17 17 -19 -20 20 -22
leaf_value=-0.0033689336058218182 -0.0098411445535316437 -0.0083085535971406804 0.02025617325509399 0.0026792949660719191 0.0022957238394084975 0.022031630470324422 0.012627921110623842 0.023642049697512955 -0.0058676691090378645 0.0048445407665603079 0.0047570873006943619 0.0085339732252712689 -0.0073177283280367808 0.02561150818243323 0.0021835471281362612 0.024403788214594015 -0.0036299693983587924 0.0071277769292736309 -0.00010006884498127624 -0.0026613752067779334 0.019527268988470476
leaf_weight=700.83753906190395 10.408144161105154 226.58491126447916 14.706291764974592 232.51557616889477 261.66479887068272 13.711580172181128 16.618718519806862 16.423066675662994 37.87335541844368 287.09068118035793 197.91489309072495 26.634124398231506 60.188102304935455 10.571066796779631 174.90566755831242 19.006988734006882 420.47632371634245 33.286611571907997 56.495331600308418 13.05988070368767 13.053696289658545
leaf_count=3335 48 1340 63 1044 1084 66 80 67 167 1259 906 120 272 45 743 83 2234 182 301 53 53
internal_value=5.14419e-06 -0.00101493 0.00040765 -0.000691037 -0.00182894 0.00375699 -0.00393841 0.00433607 0.00431739 0.00359605 0.00348747 0.0105034 0.00260093 0.00581453 -0.000248915 0.015143 -0.00431206 -0.0028408 -0.00667038 0.0143035 0.00843005
internal_weight=2844.03 2301.86 1548.4 1208.73 962.502 246.227 753.462 542.166 339.67 324.964 499.629 56.0493 443.58 208.486 235.094 45.6411 736.843 453.763 283.08 42.5366 26.1136
internal_count=13545 11155 7018 5529 4419 1110 4137 2390 1489 1426 2217 251 1966 951 1015 203 4057 2416 1641 173 106
is_linear=0
shrinkage=0.0201179


Tree=87
num_leaves=25
num_cat=0
split_feature=86 89 86 49 8 11 77 86 11 99 34 89 121 31 5 30 92 141 132 95 95 89 1 51
split_gain=29.7938 23.7309 41.1063 18.7483 13.5607 12.734 12.6725 10.8917 10.7569 14.3518 8.83214 8.09621 7.85112 9.27944 8.39896 12.2879 7.89202 7.38881 7.235 7.0506 5.99268 3.67722 3.97241 0.948848
threshold=2.8019607843137257 1.0000000180025095e-35 2.0289495450785777 2.3150000000000004 1.6547619047619049 0.44761904761904764 3.0333333333333337 3.7370689655172415 1.5166666666666668 0.48684210526315791 1.2050000000000003 0.05000000000000001 0.68350000000000011 0.20743212149102622 1482.9738696780332 0.084273937856689865 -0.70958333333333323 -0.60349999999999981 1.1340000000000001 7.4999999999999991 1.0000000180025095e-35 0.11000000000000001 1535.5874895820698 1.1950000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 4 6 -6 -1 12 9 -4 -5 -9 13 18 15 -14 -16 -10 -2 -12 -13 23 -23 -3
right_child=7 2 8 10 5 -7 -8 11 17 -11 19 20 14 -15 16 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.0012075031126900185 0.0086718302877657697 -0.028274108323083962 0.012982706493867381 -0.016764325761179217 -0.012900649108983593 0.0051323170233187766 0.010323509112224601 0.028268775959328619 -0.0023430349657520702 -0.001628803241786287 -0.0026008635264938981 0.0016034849809097339 -0.0096736410493746816 -0.0025114618522564382 -0.012856075679450751 0.014583424461049651 0.0023086720464376384 -0.011454045840828424 0.032588805328845914 0.0028840213000731717 0.01984013219580566 -0.019061349331260052 -0.0079549858588630774 -0.020124192394103943
leaf_weight=473.06149744987488 9.8841574341058784 13.118769496679308 30.568286493420601 16.405033305287361 16.436601608991623 442.93285273015499 41.998396128416061 11.699572220444677 73.748272515833378 247.42478880286217 696.04696530103683 18.979255810379986 10.375682964920996 10.082423761487005 14.3900129199028 45.583043321967125 399.11037661135197 70.433442272245884 10.620723113417624 109.81844574213028 11.844821989536284 37.831739224493504 19.888888522982597 10.355820447206495
leaf_count=2088 45 62 155 78 71 1867 176 48 372 1283 3685 77 48 45 62 202 1769 348 46 560 48 229 120 61
internal_value=4.94226e-06 -0.000995382 -0.00485605 8.62347e-05 0.00197405 0.00448707 -0.000267241 0.00424554 -0.00233481 -2.20855e-05 -0.0021509 0.0140201 0.00341431 0.0132901 0.00277084 0.0100856 0.00178091 -0.00679386 0.0210603 -0.00185341 0.00861156 -0.0179652 -0.0152345 -0.0246791
internal_weight=2842.64 2300.07 503.37 1796.7 974.429 459.369 515.06 542.57 422.175 277.993 822.27 42.5237 500.046 30.5873 469.459 55.9587 413.5 144.182 20.5049 805.865 30.8241 81.1952 57.7206 23.4746
internal_count=13545 11155 2630 8525 4202 1938 2264 2390 2158 1438 4323 173 2217 136 2081 250 1831 720 91 4245 125 472 349 123
is_linear=0
shrinkage=0.0201179


Tree=88
num_leaves=24
num_cat=0
split_feature=86 89 86 55 14 142 7 86 11 101 123 89 141 142 137 99 134 86 31 136 89 141 51
split_gain=28.5949 22.8491 39.9906 17.2886 15.0304 11.8419 10.6709 10.4823 8.80977 8.27434 8.26046 7.82634 7.38229 11.5936 10.8666 8.14104 7.99194 6.96344 6.77405 6.02732 3.59832 3.16004 0.916768
threshold=2.8019607843137257 1.0000000180025095e-35 2.0289495450785777 1.635 0.22500000000000003 -2.5164999999999993 31.06655757763281 3.7370689655172415 1.4833333333333336 2.9000000000000004 1.5590000000000004 0.05000000000000001 -0.92399999999999993 -0.60949999999999982 6.9500000000000011 0.36931818181818182 0.062000000000000006 2.8190909090909098 0.12970031099802093 5.8500000000000005 0.11000000000000001 0.99750000000000016 1.1950000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 20 5 -4 -1 -7 12 -6 10 -5 -9 13 18 -15 16 -14 -17 -2 -13 22 -22 -3
right_child=7 2 4 9 8 6 -8 11 -10 -11 -12 19 15 14 -16 17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.019188436691160261 -0.011947853864620392 -0.027998531685070799 0.022607093979197111 -0.0036874120344458821 -0.00075878831746208726 0.00048535703113398429 0.0063298523251478535 0.027788543638190975 -0.0069679586932953289 -0.022133876838098351 0.0033828543573762937 0.020279093525270315 0.0018846236789619316 0.0028600353881362193 0.022088822802782963 0.019267952109024392 -0.018288095539185704 0.002622932013743719 0.0072016329142270867 0.0017538367492230906 -0.016895927112246592 -0.0029032463742101697 -0.019943850712799423
leaf_weight=14.912145137786863 12.919998347759249 12.982749164104463 9.5904254317283613 445.47115414589643 272.06621196120977 1105.206911355257 142.76967997848988 11.662692502140997 140.11309151351452 8.9501812160015088 78.693889394402504 11.122228041291239 17.096972063183788 19.138486191630363 31.431064710021019 10.454657912254332 14.8536259829998 376.83807487785816 17.745030209422112 19.698417335748672 49.709957055747509 7.5218451470136634 10.240413039922712
leaf_count=64 57 62 51 2424 1406 4962 614 48 701 43 418 45 76 84 138 51 67 1667 77 80 307 42 61
internal_value=4.7277e-06 -0.00097626 -0.00476963 8.44938e-05 -0.00229019 0.00136694 0.00115398 0.00415703 -0.0028695 -0.00295345 -0.00262593 0.0137513 0.0033426 0.00889334 0.0148117 0.00226705 -0.00749332 0.00307227 -0.000866326 0.00843928 -0.0177676 -0.015057 -0.0244471
internal_weight=2841.19 2298.23 502.225 1796 421.77 1262.89 1247.98 542.961 412.179 533.115 524.165 42.4833 500.478 81.2346 50.5696 419.243 31.9506 387.293 30.665 30.8206 80.455 57.2318 23.2232
internal_count=13545 11155 2630 8525 2158 5640 5576 2390 2107 2885 2842 173 2217 356 222 1861 143 1718 134 125 472 349 123
is_linear=0
shrinkage=0.0201179


Tree=89
num_leaves=25
num_cat=0
split_feature=86 89 86 49 14 8 131 11 86 115 6 11 93 89 126 143 31 23 3 128 136 89 6 104
split_gain=27.4435 22.0002 38.9093 17.6557 14.3138 12.9606 14.9989 12.188 10.0897 8.87785 13.0849 8.49641 7.90936 7.57058 7.51035 12.4892 9.42245 9.36327 11.6309 6.82033 5.79049 3.5224 4.67227 0.908782
threshold=2.8019607843137257 1.0000000180025095e-35 2.0289495450785777 2.3150000000000004 0.22500000000000003 1.6547619047619049 1.7320000000000002 0.44761904761904764 3.7370689655172415 1.1215000000000004 1472.4969573790106 1.4833333333333336 14.550000000000002 0.05000000000000001 1.2680000000000002 0.17150000000000001 0.16611479028697568 4.791666666666667 1393.02387518405 0.3665000000000001 5.8500000000000005 0.11000000000000001 1506.3358929319793 0.62950000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 5 -4 6 -1 -7 14 12 -11 -6 -5 -10 15 16 -2 18 -16 -17 -15 23 -23 -3
right_child=8 2 4 9 11 7 -8 -9 13 10 -12 -13 -14 20 17 19 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.0022344869734602967 0.001364363535678461 -0.027573457967976528 0.021921247105918269 -0.0064118399357544816 -0.00074377552042205572 -0.012668438430678955 0.0057474934829394369 0.0049991245779046675 0.02732515270842471 0.021680854801651404 -6.0655642944956702e-05 -0.0068476666579235382 -0.0015126753302220795 0.019878079508207219 0.024008225293459702 -0.0094476352072857851 0.01575603147007041 -0.0079900948619014908 0.0052059150572249507 0.0057163978884781285 0.0017185014631137493 -0.018924851878679021 -0.0066375846672211648 -0.019440386430392805
leaf_weight=388.7459097802639 91.587869122624397 13.500527583062651 9.6904658675193769 229.83540220558643 271.97480846196413 16.387202203273773 126.21462033689022 443.26969556510448 11.622272565960882 11.704659432172773 261.64355132728815 139.71026505529881 317.78211446106434 11.118371143937113 13.985425248742102 58.774271428585052 23.045484021306038 20.402739569544792 278.02674558758736 15.084926366806028 19.699005797505379 38.075077846646309 18.668445132672787 9.4707463234662992
leaf_count=1734 410 73 51 1260 1406 71 530 1867 48 59 1356 701 1648 45 62 268 103 87 1216 71 80 235 114 50
internal_value=4.51988e-06 -0.000957379 -0.00468465 8.2779e-05 -0.00224633 0.0019137 -0.000278123 0.00436924 0.00407038 -0.0020908 0.000870283 -0.00281522 -0.00356887 0.0134888 0.00327239 0.000100936 0.00425768 0.00518583 0.00610645 -0.00635045 0.00827041 -0.0175736 -0.0148825 -0.0242206
internal_weight=2840.02 2296.67 501.09 1795.58 421.376 974.617 514.961 459.657 543.347 820.966 273.348 411.685 547.618 42.4396 500.907 188.493 114.633 312.415 292.012 73.8592 30.8174 79.7148 56.7435 22.9713
internal_count=13545 11155 2630 8525 2158 4202 2264 1938 2390 4323 1415 2107 2908 173 2217 852 513 1365 1278 339 125 472 349 123
is_linear=0
shrinkage=0.0201179


Tree=90
num_leaves=25
num_cat=0
split_feature=55 86 35 25 92 7 123 55 111 29 114 37 79 105 8 138 9 143 101 105 131 111 3 18
split_gain=20.2444 14.4299 12.8916 10.1929 14.1784 9.294 9.86062 11.9091 9.53561 8.64268 8.55758 8.05349 7.75005 7.65654 7.68381 7.56874 6.27239 6.24851 5.6991 6.69394 5.5688 5.36835 4.24501 2.84851
threshold=1.6850000000000003 3.3618181818181827 8.6000000000000014 0.81666666666666676 0.37250000000000011 -0.64689379539163372 1.4870000000000003 1.8150000000000002 11.15 4.8660714285714297 2.7085000000000004 0.46381032760154645 2.8477419616417294 0.68650000000000022 0.65476190476190488 8.5000000000000018 0.25833333333333336 0.46200000000000008 0.71000000000000008 0.65450000000000019 0.68350000000000011 24.550000000000004 1529.370100386207 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -5 11 16 8 -8 12 -1 13 -3 15 -15 -2 -7 23 -13 -20 -14 -18 -4 -11
right_child=5 9 22 4 -6 6 7 -9 -10 17 -12 18 20 14 -16 -17 21 -19 19 -21 -22 -23 -24 -25
leaf_value=-0.00020740760680043171 -0.0041611654208327875 0.020320163700172478 0.025970306653749799 0.0042110054598560797 -0.0089708729032882961 -0.013980890150684971 -0.010023749775404416 0.021923842443755275 0.015667731332412633 0.014562828063723013 0.017990230547668618 0.0029366810535813325 0.014518706356207365 -0.019726980546088183 -0.0052003270456029973 0.0052017562251925617 -0.00064661135822252679 0.0048725064218381256 -0.019193848917568441 -0.0021577331966742427 0.00031066622167816717 -0.014837743237913752 0.0078464014232579992 0.028421587961201724
leaf_weight=1464.422402754426 107.68121121823788 11.175547093152998 10.147137239575388 458.42156776785851 35.588062778115273 15.987591184675692 15.186481684446337 16.547400817275047 9.5075457692146284 11.127054408192636 10.534087672829626 8.6828851848840696 13.20472741127014 19.523562975227833 60.12020355463028 51.729874670505524 340.39746315777302 13.302740797400473 35.872596547007561 12.61971992254257 72.285878002643585 11.14195694029331 10.797873497009276 13.041623950004576
leaf_count=6752 637 46 45 2042 157 87 77 84 49 46 45 49 54 112 334 300 1801 54 197 67 295 61 46 53
internal_value=0.000377341 0.0013578 0.000927275 0.000760263 0.00326138 -0.0025766 -0.000610213 0.00871743 -0.000131869 0.00774446 -7.74354e-05 -0.00529001 0.00456496 -0.00366772 -0.00876143 -0.00112279 -0.00165692 0.0159465 -0.0120728 -0.0147605 0.0025053 -0.00109642 0.0166272 0.0220415
internal_weight=2829.05 2124.05 1989.91 1968.97 494.01 704.998 408.768 41.2414 24.694 134.138 1474.96 296.23 96.6662 239.055 79.6438 159.411 367.527 37.4714 57.1752 48.4923 85.4906 351.539 20.945 24.1687
internal_count=13490 9635 9087 8996 2199 3855 2159 210 126 548 6797 1696 395 1383 446 937 1949 153 313 264 349 1862 91 99
is_linear=0
shrinkage=0.0201179


Tree=91
num_leaves=19
num_cat=0
split_feature=55 23 35 0 102 55 104 104 11 44 38 0 9 114 110 121 37 124
split_gain=19.4542 13.4887 13.6312 11.0267 10.8449 12.9588 9.67658 8.97697 8.75977 8.19073 14.9079 7.38552 7.79071 7.42056 6.20096 6.15733 5.10323 3.42697
threshold=1.6850000000000003 3.4142857142857146 8.6000000000000014 1371.0521735626155 1.3325000000000002 1.4150000000000003 1.8335000000000001 1.1665000000000003 0.13809523809523808 9.8850000000000033 0.19509469876784688 1762.968314978488 0.13809523809523808 2.5500000000000003 10.250000000000002 0.95000000000000007 0.42646632597903139 1.7750000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 14 7 -6 8 -5 -1 11 15 12 -2 -14 17 -11 -8 -3
right_child=9 3 -4 4 5 -7 16 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.015292081337521862 -0.019891753886370482 -0.008750775371974634 0.019454684691860423 0.0080009770911791973 0.0069442013741344124 -0.0081553664155887794 0.022615733686166855 -0.0084829699099496295 0.00029572834405901412 0.0094924732561622385 0.021303821781770912 0.01260158993494395 -0.0025877758062364869 -0.012664811336201074 -0.019918389524800809 -0.010312929919784403 0.0048140780378943737 0.0072135358583386017
leaf_weight=14.722184777259825 11.354368500411509 10.975732252001768 15.254135608673094 291.95406384766102 45.853449121117592 46.162413612008095 11.324168637394907 14.012583464384077 1637.8237911611795 9.9982425868511218 16.08368481695652 11.927538275718687 606.18283799290657 31.093214422464371 10.083717137575148 17.425359085202217 15.358554154634474 10.79435560107231
leaf_count=70 67 48 67 1290 192 205 50 62 7495 45 74 50 3389 152 45 78 66 45
internal_value=0.00036976 0.00133031 0.000522897 0.00451322 0.00542483 -0.000630854 0.000350915 0.00724602 0.000156855 -0.0025284 0.0059265 -0.00308529 -0.00337377 -0.00307945 -0.00687618 -0.0030919 0.0123694 -0.000834791
internal_weight=2828.38 2124.32 1694.48 429.836 397.983 92.0159 1679.23 305.967 1652.55 704.065 43.5073 660.558 648.63 637.276 31.8538 27.4236 26.6827 21.7701
internal_count=13490 9635 7748 1887 1749 397 7681 1352 7565 3855 197 3658 3608 3541 138 123 116 93
is_linear=0
shrinkage=0.0201179


Tree=92
num_leaves=22
num_cat=0
split_feature=55 35 98 79 131 145 27 30 145 6 6 36 47 143 122 136 131 27 80 110 142
split_gain=18.6923 12.4153 8.97107 14.1306 11.3499 9.39573 9.36607 8.06814 9.37727 9.79947 14.7716 12.0019 7.38792 16.9737 8.55943 7.28137 6.88271 6.36678 5.64954 3.38849 2.10453
threshold=1.6850000000000003 8.6000000000000014 0.62828947368421062 2.5152597294757348 1.6125000000000003 0.76205000000000012 0.56211111111111123 0.15356541268950027 0.96250000000000013 1495.135107367443 1493.1433889467519 1.0950000000000004 2.2150000000000003 0.063500000000000015 0.97500000000000009 7.1500000000000012 1.5855000000000004 0.40354166666666674 0.092914111934075616 6.9500000000000011 -0.20099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 16 15 -5 -6 8 9 10 -2 -11 14 19 -9 -1 -4 -16 -15 -14 -3
right_child=7 20 3 5 6 -7 -8 12 -10 11 -12 -13 13 18 17 -17 -18 -19 -20 -21 -22
leaf_value=-0.00070660339745834118 -0.003143423887369109 0.023168317589031328 -0.01153612075182363 -0.00046455917051759497 0.005056261010917943 0.0045283539743392505 0.020925275892344327 -0.020431373801196133 0.012090409612708618 0.017265952328277226 0.016406117791670071 -0.008127594137812463 -0.016617731508098393 0.034217338521581063 -0.011113566582075901 0.0032610108972957524 0.0072011635836656011 0.00056010560349630716 0.01101133953605006 0.002927895445496998 0.010541921657244671
leaf_weight=388.19050687551498 127.79119176417589 10.176853179931642 58.854796707630157 820.85708345472813 261.34062168002129 187.3579874932766 15.973366200923918 8.9122039973735792 13.617581233382223 7.7774233371019355 17.824844032526016 239.49437303096056 7.1663581430912036 8.6936678588390368 20.557363823056221 361.57228071987629 9.1701349914073926 235.81861573457718 8.3017774671316129 7.1918538510799408 11.254279375076292
leaf_count=1748 707 45 313 3755 1114 874 71 48 82 33 106 1393 47 52 102 1619 47 1186 53 46 49
internal_value=0.000362322 0.00130324 0.00114801 -0.000135496 0.00249295 0.000463274 0.00597035 -0.00248091 -0.0043218 -0.00489067 -0.000750314 -0.00732886 4.1752e-05 0.00927688 -0.0010497 0.00120676 -0.00901012 -0.000375914 0.0228824 -0.00682707 0.0165381
internal_weight=2827.9 2124.75 2103.32 1076.24 1027.08 1008.22 277.314 703.147 406.505 392.888 145.616 247.272 296.642 31.3537 265.288 749.763 68.0249 256.376 16.9954 14.3582 21.4311
internal_count=13490 9635 9541 4989 4552 4629 1185 3855 2321 2239 813 1426 1534 198 1336 3367 360 1288 105 93 94
is_linear=0
shrinkage=0.0201179


Tree=93
num_leaves=23
num_cat=0
split_feature=55 86 23 35 0 7 145 137 98 145 102 89 0 29 86 24 40 90 38 80 18 106
split_gain=17.9629 13.8817 17.3494 12.3705 10.5356 8.80325 8.83634 9.37411 8.75059 8.68581 8.50106 8.32088 8.26655 8.08352 8.00826 7.52159 6.99632 6.68538 9.10276 7.64494 5.98385 5.23775
threshold=1.6850000000000003 3.3618181818181827 3.4142857142857146 8.6000000000000014 1371.0521735626155 -0.64689379539163372 0.62055000000000016 21.950000000000003 0.62828947368421062 0.96250000000000013 1.3325000000000002 0.05000000000000001 1432.1574846939277 4.8660714285714297 3.517323775388292 0.61250000000000016 2.4150000000000005 0.13749999999999998 0.18129160935470848 0.059933822551323505 4.5000000000000009 0.68150000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 16 6 7 15 -1 17 -6 -3 -8 14 -13 -2 -4 19 -19 -7 -14 -15
right_child=5 11 4 -5 10 9 12 -9 -10 -11 -12 13 20 21 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0012596875411755564 -0.0018979729951617771 0.022999238226878934 0.0057973729364797933 0.01841877107585144 0.0070736446723131778 0.0046410950543548362 0.0056988952743418485 0.012301500953457393 -0.001749446204110508 0.014842986022233825 -0.00013585248306516342 0.0094606071090615664 -0.014844814581606055 0.0034252062281156701 -0.0026744472501016073 -0.011530536059175726 -0.014013472349601593 0.010038365123231509 -0.011853259953216882 -0.001987159153138966 0.0023779590554945736 0.020406541204723939
leaf_weight=767.07228752970695 148.65954808145761 12.753751650452612 11.405216380953791 14.459970921277998 294.88287077844143 99.184873193502426 11.243630260229109 15.382995396852492 798.05145575106144 14.367969863116739 85.353701516985893 39.987695381045341 67.694695465266705 11.260310485959051 48.955145254731178 42.101245976984501 19.635363042354584 9.4094109386205655 41.999195627868176 242.9025607407093 9.2836757898330671 21.182470768690109
leaf_count=3441 851 53 48 64 1305 474 66 86 3772 78 370 164 401 46 199 242 87 41 227 1339 50 86
internal_value=0.000355008 0.00127684 0.000854766 -0.000103525 0.00453527 -0.00243451 -0.00508593 -0.00280565 -0.000274655 -0.000520893 0.00545527 0.00754105 -0.010414 0.00591683 0.00278126 -0.00402394 -0.00673416 -0.0010819 -0.00784625 -6.53409e-05 -0.0127676 0.0145129
internal_weight=2827.23 2125 1990.86 1579.58 411.277 702.23 294.366 206.144 1565.12 407.864 380.237 134.139 88.222 121.386 88.9428 190.761 31.0406 393.496 51.4086 342.087 76.9784 32.4428
internal_count=13490 9635 9087 7277 1810 3855 1696 1179 7213 2159 1675 548 517 495 363 1093 135 2081 268 1813 451 132
is_linear=0
shrinkage=0.0201179


Tree=94
num_leaves=20
num_cat=0
split_feature=55 35 28 7 85 143 145 137 0 98 79 131 103 11 111 148 1 55 142
split_gain=17.2632 11.6138 9.95388 8.48937 10.1033 8.63675 8.57303 8.97565 8.01496 7.91522 13.0141 10.8304 7.59545 7.51972 7.28067 6.95171 6.12915 3.54304 2.05156
threshold=1.6850000000000003 8.6000000000000014 7.4722222222222232 -0.64689379539163372 -0.13807065217391304 0.17150000000000001 0.62055000000000016 21.950000000000003 1432.1574846939277 0.62828947368421062 2.5152597294757348 1.6125000000000003 1.1985000000000003 1.5773809523809526 24.950000000000003 0.24423393900191323 1608.4888558070468 1.8350000000000002 -0.20099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 6 5 17 7 15 -8 11 -11 -1 -10 -4 16 -2 -6 -5 -3
right_child=3 18 13 4 14 -7 8 -9 12 10 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00094601570276521812 -0.011838969358337559 0.022627025899689041 0.0043310261122638952 -0.0082565466446549596 0.00070686550457208636 0.0052080479667902455 0.0055670664613666496 0.011978991159099124 -0.015471017898187658 -0.0088165447187564111 0.00031059082060523689 0.0056158281441895637 0.0014085599965707244 0.026055891313008155 -0.015101011961619172 -0.0020774804934102493 0.017300283539082539 -0.021176990048254872 0.010109492231516715
leaf_weight=740.27752733230591 36.54266819357872 10.081703439354898 15.557347804307939 17.828278347849846 340.25745695829391 12.21520511806011 11.277973517775534 15.478361219167708 63.438570767641068 67.525454789400101 993.51112073659897 275.93052044510841 12.99945532530546 11.014549687504767 11.531089946627615 153.82265239208937 9.2544176131486875 16.581492200493813 11.177774980664251
leaf_count=3325 190 45 67 94 1793 67 66 86 375 359 4566 1178 76 46 64 903 46 95 49
internal_value=0.000347903 0.00125109 0.00110158 -0.0023892 -0.000510791 -0.00932396 -0.00499773 -0.00275343 -0.0102644 0.000945066 -0.000270263 0.00221402 -0.0126003 0.0133367 0.000627319 -0.00395134 0.00114625 -0.0144829 0.0160459
internal_weight=2826.3 2125.08 2103.82 701.228 407.668 46.625 293.56 205.844 87.716 2077.24 1061.04 1016.21 76.438 26.5719 361.043 190.365 349.512 34.4098 21.2595
internal_count=13490 9635 9541 3855 2159 256 1696 1179 517 9428 4925 4503 451 113 1903 1093 1839 189 94
is_linear=0
shrinkage=0.0201179


Tree=95
num_leaves=27
num_cat=0
split_feature=86 51 131 35 145 1 126 6 14 86 137 130 105 123 123 79 56 149 122 94 144 142 144 145 5 133
split_gain=20.7515 15.9492 21.1818 10.1938 10.1927 11.7721 11.0653 9.87107 15.2855 11.3793 9.83792 9.5738 11.3841 11.6424 8.79363 8.75807 8.59818 8.29952 8.08963 7.54855 7.50815 7.66901 7.46076 6.48696 6.38207 4.83399
threshold=3.0919661733615227 1.2050000000000003 1.8820000000000003 2.8150000000000004 0.29575000000000007 1435.8284645226615 2.6125000000000003 1509.6845801686975 0.70833333333333337 3.2113237639553431 8.0500000000000025 1.1835000000000002 0.39350000000000007 1.5415000000000003 1.8535000000000001 3.0271346066537861 1.9750000000000003 0.5661226627981949 2.4060000000000001 23.550000000000004 -0.0041499999999999992 -0.80249999999999988 0.00045000000000000004 0.78355000000000008 1497.9875705599004 1.6460000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 20 5 -1 -6 11 17 -10 19 12 13 -2 18 16 -5 -9 -13 -4 -3 -22 -16 -12 -11 -17
right_child=7 3 10 15 6 -7 -8 8 9 24 23 14 -14 -15 22 25 -18 -19 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0056390126557710031 0.033814723632017575 0.010736136406912119 0.0012899485256454009 1.5438734767163485e-05 -0.0026688923342991634 -9.8038458650815148e-05 0.010090023761482422 0.011583841013450932 0.033857628413603895 -0.00050906990853606074 0.0092886875743977172 -0.0033391401201056377 -0.000352816835122142 0.0070658938249109175 0.022423724518217617 -0.011447746221062885 -0.015841272135674583 -0.011502273211679627 0.012743227999512103 0.01619676647309104 0.0014680301660098894 -0.0077250592593363556 -0.00039076777840742135 0.024720277202478002 0.016981736708648391 -0.00085381824691118952
leaf_weight=202.23546659946442 12.432853668928148 10.97228257358074 123.03252969682217 640.30775731801987 561.2361177355051 509.32128557562828 28.928354233503342 11.096853688359262 12.826286271214483 11.56886751949787 87.624655231833458 113.68124154210091 20.417105674743652 14.004665359854696 12.552640452980997 47.715595200657845 14.145998567342756 14.58750060200691 14.244922325015066 15.478471323847769 43.806899152696133 227.19268331676722 10.7851165831089 12.612903609871863 31.242159932851791 27.469607934355736
leaf_count=879 53 65 524 3391 2523 2233 122 47 55 48 371 479 87 59 52 241 68 61 58 65 267 1414 45 53 129 138
internal_value=0.000202651 -0.000367241 0.000921555 -0.00232981 -8.87349e-05 0.00153251 -0.00204347 0.00540741 0.0113092 0.0172353 0.00642995 0.00298487 0.010931 0.0196454 0.000523488 -0.00107437 -0.000327293 -0.0015277 -0.00154827 0.00295583 -0.0055784 -0.00623898 0.0118801 0.0112305 0.012255 -0.00757726
internal_weight=2831.52 2552.08 1540.47 1011.61 1301.72 711.557 590.164 279.44 81.3217 55.6373 238.749 198.119 46.8546 26.4375 151.264 729.639 654.454 25.6844 127.926 138.511 281.972 271 23.3378 100.238 42.811 75.1852
internal_count=13527 12354 6770 5584 5757 3112 2645 1173 340 232 1013 833 199 112 634 3838 3459 108 537 589 1746 1681 97 424 177 379
is_linear=0
shrinkage=0.0201179


Tree=96
num_leaves=27
num_cat=0
split_feature=86 89 86 45 131 122 147 79 38 100 27 104 132 27 78 44 121 28 51 78 85 144 56 51 98 145
split_gain=20.1819 35.3666 23.7723 16.6171 13.4072 10.511 12.5471 11.0367 9.24376 9.07562 8.94552 11.2012 9.82605 11.2314 9.15877 9.0333 8.97002 8.62429 8.42265 8.0255 7.62517 6.89824 5.60563 5.47121 4.51299 1.72743
threshold=2.7470930232558142 1.0000000180025095e-35 2.0071428571428576 1.0850000000000002 1.8820000000000003 1.1520000000000001 0.45136847331266761 3.2324586768169588 0.24719535342993873 0.63500000000000012 0.59866071428571443 0.58250000000000013 0.58550000000000002 0.57707142857142879 1.5166666666666668 8.5250000000000004 0.68350000000000011 7.4722222222222232 1.1850000000000003 0.55238095238095253 -0.22602006688963208 0.0042500000000000012 1.905 1.2150000000000001 0.76696832579185525 0.66575000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 23 4 17 6 -5 -7 -6 21 11 12 15 -14 16 -2 -13 -1 22 -11 -16 -4 -12 25 -25 -3
right_child=10 2 9 5 8 7 -8 -9 -10 19 18 14 13 -15 20 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.00090542224051834192 -0.015196085288339238 -0.02653848833703366 0.0088814497269838148 -0.0077600579718189759 0.0035753818358909843 0.00047505781447619631 0.0024286558817988124 -0.019576587906761946 0.012830951834973608 0.0040368062031398708 -0.0053325779197478289 0.013998807817853341 0.0055689124320615017 0.026857643425270576 0.017058225031421868 0.0083799728913119438 -0.0056749945599767239 0.016434462427266941 0.024529262687961587 -0.006023575151349869 0.0015856908193167781 -0.0084922832274635547 0.014363541904400841 -0.016783911970367434 -0.0028764567123079382 -0.015746988553813793
leaf_weight=866.69104488193989 17.204567745327953 19.941973924636844 35.902644291520119 185.17872405052185 113.85040937364101 471.42002888023853 66.478391468524933 11.377813905477522 70.853231251239777 36.022080935537815 10.799493461847307 10.190031945705412 286.27742201089859 10.394341334700583 15.583624184131621 10.64842067658901 117.89752070605755 14.7202161103487 15.234567627310751 294.15371185541153 74.619533091783524 12.45891138166189 12.755145788192747 26.488193437457085 14.67779006808996 8.5953765213489515
leaf_count=3777 81 100 199 1063 466 2466 374 56 305 193 46 45 1272 45 67 48 524 61 68 1512 324 67 53 171 98 46
internal_value=0.000198562 -0.00066536 -0.00572188 0.000593425 0.00219755 -0.00173506 -0.00506855 2.49619e-06 0.00712591 -0.00373377 0.00353898 0.00287201 0.00524219 0.00631482 -0.000651628 -0.00618251 -0.00410978 0.00116478 0.0128725 -0.00492597 0.00425883 0.00440547 0.00533283 -0.0165186 -0.0118254 -0.0232884
internal_weight=2830.42 2248.81 448.241 1800.57 1066.11 734.455 251.657 482.798 184.704 378.537 581.605 542.815 324.525 296.672 218.291 27.853 128.088 881.411 38.7892 330.176 90.2032 48.3616 23.5546 69.7033 41.166 28.5374
internal_count=13527 10954 2386 8568 4609 3959 1437 2522 771 1971 2573 2406 1446 1317 960 129 569 3838 167 1705 391 266 99 415 269 146
is_linear=0
shrinkage=0.0201179


Tree=97
num_leaves=30
num_cat=0
split_feature=86 89 86 45 131 130 143 136 149 38 27 80 28 78 131 46 104 112 86 27 9 30 42 4 90 38 51 145 145
split_gain=19.3666 34.0522 23.1404 15.957 12.861 10.8692 9.56409 9.30689 9.14704 8.84611 8.67456 8.41042 8.27423 7.86912 9.95531 8.67139 7.84788 12.6336 8.71032 7.56738 7.45396 7.40269 6.83883 6.06547 5.82119 5.45449 5.34837 4.28526 1.70141
threshold=2.7470930232558142 1.0000000180025095e-35 2.0071428571428576 1.0850000000000002 1.8820000000000003 1.2930000000000004 -0.20699999999999999 2.9500000000000006 0.58334640781137115 0.24719535342993873 0.59763888888888894 0.08149201090889617 7.4722222222222232 0.96666666666666667 1.7070000000000001 4.0250000000000012 0.56050000000000011 0.47750000000000009 3.1026315789473689 0.49707142857142861 1.7238095238095241 0.084273937856689865 2.1950000000000007 1576.9280594554787 -0.047916666666666642 0.24262507764005406 1.2150000000000001 0.33585000000000004 0.66575000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 26 4 12 23 21 -7 10 -6 16 -8 -1 15 19 20 18 -18 -2 -15 -10 -4 -12 -5 -16 -17 28 -28 -3
right_child=8 2 6 5 9 7 11 -9 13 -11 22 -13 -14 14 24 25 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.00088702760015197779 0.0036491810057247944 -0.026304884657945848 0.0074632385535854271 -0.0070327523462053428 0.0035031042062772795 0.014590842127238038 -0.0045909495428340351 -0.00051337970030913469 -0.0056392924867584909 0.01255285676697855 0.0052954379575487929 0.0030695176023158356 0.016092337806730438 -0.0056129613157830409 0.018583994620381818 -0.0061114431010535998 -0.0038616394618433848 0.0099603749746525246 0.012465660278602932 0.003890131431809172 -0.02527041346714487 -0.0091322047003025986 0.023594096072891958 0.00035930705955749322 0.0024631487946316457 0.014078960539610491 -0.0040506129874152211 -0.017240356086834923 -0.01554826095233388
leaf_weight=866.86462004482746 117.65022987127304 19.716600582003597 11.859530158340929 181.38753654062748 113.86161980032921 17.104781821370125 129.63124300539494 475.57720220834017 22.722241029143333 70.964759275317192 15.137810721993445 104.98101618140936 14.730624303221701 57.228954002261162 21.339684352278709 11.007912650704386 84.036068871617317 39.270574867725372 73.807674333453178 83.245792478322983 11.943706735968588 131.47257870435715 18.21346977353096 59.714253917336464 15.763688609004019 10.65863750874996 17.255216211080551 23.616334579885006 8.5307641029357892
leaf_count=3777 558 100 69 1033 466 88 640 2501 102 305 65 586 61 250 90 45 384 171 311 352 54 676 79 337 67 45 112 157 46
internal_value=0.00019451 -0.000652548 -0.00562195 0.00058155 0.0021527 -0.00170182 -0.00366458 1.09902e-05 0.0034651 0.00697783 0.00553246 -0.00116312 0.0011411 0.00038835 0.00246667 -0.00616304 0.00449869 0.000540324 0.007048 1.85504e-05 -0.0124032 -0.00775902 0.0152887 -0.00520191 0.0117351 0.00382069 -0.0163248 -0.0116721 -0.0230566
internal_weight=2829.3 2247.27 447.063 1800.21 1066.42 733.784 377.944 492.682 582.026 184.826 348.116 234.612 881.595 233.911 177.578 56.3325 314.765 123.307 191.458 140.475 34.6659 143.332 33.3513 241.102 37.1034 21.6666 69.1189 40.8716 28.2474
internal_count=13527 10954 2386 8568 4609 3959 1971 2589 2573 771 1568 1226 3838 1005 759 246 1424 555 869 602 156 745 144 1370 157 90 415 269 146
is_linear=0
shrinkage=0.0201179


Tree=98
num_leaves=22
num_cat=0
split_feature=47 131 80 28 135 52 143 123 35 104 44 54 107 103 104 1 143 11 145 52 44
split_gain=17.0528 15.3439 17.3354 11.4758 9.56358 10.1413 8.26159 8.82204 10.2692 9.77033 7.74617 7.60658 7.38075 7.27328 7.15074 6.14882 7.67756 6.02278 5.86586 3.7954 6.84286
threshold=1.7150000000000001 1.8820000000000003 0.084468226489000764 7.7750000000000012 0.69450000000000001 3.2150000000000003 -0.86799999999999988 1.6395000000000002 2.8250000000000006 0.66750000000000009 6.8750000000000009 1.5950000000000004 0.40950000000000003 1.3625000000000003 1.2195000000000003 1505.7173215346324 0.32850000000000007 1.7928571428571431 0.21125000000000002 2.0850000000000004 6.745000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 11 5 -3 13 8 10 -10 -8 12 -1 19 -13 17 -17 -9 -5 -2 -21
right_child=6 2 -4 18 -6 -7 7 15 9 -11 -12 14 -14 -15 -16 16 -18 -19 -20 20 -22
leaf_value=0.0025763296790440506 -0.020345599840918844 0.0069464433304877067 -0.018243136335735245 0.022908203279604269 0.020460151524982404 -0.0041015394230645673 -0.0025309039933900158 -0.016445120425796034 0.0039520074077186614 -0.0035897121209805469 -0.01334802212493913 0.0064274907481522816 -0.00084173771180726695 0.0091588444884180276 -0.0068657183801506157 -0.016823935762510178 0.0033815201590239735 -0.00054441081699185432 0.0031126922863232427 -0.00016631853731875924 -0.014181836529497836
leaf_weight=317.871677339077 13.268459424376486 232.8547739982605 12.14241413772106 13.579898878932001 18.082138165831566 39.302265748381615 210.31406563520432 36.74666628241539 221.0741902589798 101.41684290766716 30.705821812152863 123.89958560466766 1306.928215816617 8.3951417803764325 18.871969521045685 10.174930006265638 30.20544395595789 13.071690186858175 10.940222844481466 23.935099020600319 34.311207383871078
leaf_count=1451 88 1000 58 56 76 161 1317 209 1213 546 172 503 5881 47 76 57 168 72 46 138 192
internal_value=0.00019055 0.00111511 0.00530705 0.000407791 0.00629232 0.00535097 -0.00244903 -0.00170259 -0.000767554 0.00158027 -0.00390903 0.000218174 -0.000173031 -0.00855525 0.0046703 -0.00754412 -0.00170962 -0.0122731 0.0140763 -0.0106348 -0.00842258
internal_weight=2828.09 2094.47 302.382 1792.09 290.239 272.157 733.62 653.71 563.511 322.491 241.02 1767.57 1624.8 79.9099 142.772 90.1987 40.3804 49.8184 24.5201 71.5148 58.2463
internal_count=13527 9308 1295 8013 1237 1161 4219 3754 3248 1759 1489 7911 7332 465 579 506 225 281 102 418 330
is_linear=0
shrinkage=0.0201179


Tree=99
num_leaves=25
num_cat=0
split_feature=86 89 86 45 123 130 133 127 143 92 35 133 11 111 144 130 105 110 147 8 150 6 5 86
split_gain=18.5903 32.5094 22.5342 14.8529 12.128 10.4343 10.6629 9.43719 9.22086 13.0406 9.04972 7.78473 9.98543 7.68317 12.3447 8.77048 12.2367 8.49891 7.05078 5.69909 4.95209 5.19212 4.94022 0.613005
threshold=2.7470930232558142 1.0000000180025095e-35 2.0071428571428576 1.0850000000000002 1.7245000000000001 1.2930000000000004 2.1550000000000002 1.8165000000000002 -0.20699999999999999 0.10749999999999997 3.6750000000000003 0.78900000000000015 1.0333333333333337 13.750000000000002 0.0021500000000000004 1.1835000000000002 0.34150000000000008 14.450000000000001 0.45056500727216336 2.6547619047619051 0.50468378703219485 1516.8787421050054 1518.6281955596216 1.9455882352941178
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 20 4 7 22 -7 -1 10 -10 -4 12 18 15 -15 16 -13 -17 -2 -6 21 -3 -5 -22
right_child=11 2 8 5 19 6 -8 -9 9 -11 -12 13 -14 14 -16 17 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=-0.0006277297143034927 -0.0013612786957777558 -0.015417560661525578 -0.010359679862016562 -0.0056746152787614168 0.0042928543009631854 0.00077991357149893772 -0.011687907400099916 0.0046696162712152097 -0.0040174671457810594 0.0066608349396539068 0.001725499111074305 0.015794159341083521 0.0093708555180654334 -0.018507484447867744 0.0085224935351562517 0.0026873386534381205 0.0029340548723066086 0.020726087999793759 -0.019073917928565935 0.012253735555901261 -0.028210528243774402 0.0032302696602120205 0.008977963340823597 -0.021001415951941833
leaf_weight=561.98028500378132 19.086577519774437 42.253129325807095 110.29446430504322 230.48348569869995 283.31813043355942 462.8422898426652 29.533966660499573 179.61114300787449 170.95520290732384 63.471710041165352 32.456883504986763 60.586985439062119 15.73717851936817 15.040911212563516 12.538996845483778 371.77982106804848 59.215869084000587 10.880468487739561 17.378004431724548 41.761706247925758 10.102828681468965 7.0507694333791724 9.7045892626047117 9.0764140039682371
leaf_count=2486 89 269 600 1314 1189 2441 148 762 900 326 145 271 70 66 55 1630 267 46 79 172 53 45 56 48
internal_value=0.000186691 -0.000644124 -0.00550853 0.000560761 0.00207555 -0.00164488 3.20469e-05 0.000655261 -0.0035809 -0.00112626 -0.00761186 0.00338999 -0.00402243 0.00412002 -0.00621825 0.0046875 0.00943776 0.00320027 -0.00980284 0.00531558 -0.0161251 -0.0127507 -0.00508256 -0.0247993
internal_weight=2827.14 2244.9 445.661 1799.24 1066.67 732.564 492.376 741.591 377.178 234.427 142.751 582.245 52.2018 530.043 27.5799 502.463 119.803 382.66 36.4646 325.08 68.4831 49.3039 240.188 19.1792
internal_count=13527 10954 2386 8568 4609 3959 2589 3248 1971 1226 745 2573 238 2335 121 2214 538 1676 168 1361 415 314 1370 101
is_linear=0
shrinkage=0.0201179


Tree=100
num_leaves=24
num_cat=0
split_feature=41 150 25 93 47 133 121 134 111 5 141 145 120 54 98 9 103 29 22 145 28 122 11
split_gain=23.0362 12.9185 10.9023 11.5297 11.8184 9.41474 9.14411 7.35471 7.19717 6.08227 10.5009 7.15779 7.1074 7.49128 5.87448 7.5108 7.28266 7.45968 5.53205 5.21171 4.74093 3.40847 3.3983
threshold=2.4350000000000005 0.46585999493613611 0.36666666666666675 26.550000000000004 1.9950000000000003 1.8945000000000001 0.68350000000000011 -0.84699999999999986 21.750000000000004 1522.330448017173 0.86450000000000016 0.18515000000000001 2.4720000000000004 1.5550000000000004 0.67424242424242431 1.6547619047619049 1.5005000000000002 4.8452380952380958 0.33166666666666672 0.21645000000000003 4.3875000000000011 2.6305000000000005 1.4476190476190478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 6 4 -4 -5 18 -2 -8 12 11 -11 13 -9 16 20 17 -1 -3 -12 -16 -14 -17
right_child=7 2 3 5 -6 -7 8 9 -10 10 19 -13 21 -15 15 22 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00016357139165266556 -0.0091139534738998024 0.020930904518947389 0.00062584428363210291 0.010923931358087237 -0.006292755118542704 -0.0034362051704170372 -0.0026938325854252575 0.013220956911248223 -0.011751937946415558 -0.015101917258268692 0.0051872023125569293 0.0005767244430605078 0.026789119512748746 0.0037813316916676691 -0.00840851671370485 -0.012023076259219169 0.014683668665747659 -0.010897694624100224 2.6137296237750842e-05 0.020363038561689129 -0.00041366062606544503 0.010844296122730681 -0.026826157663248598
leaf_weight=101.47975191473961 14.064177125692366 10.038128912448885 1536.6519583463669 72.98775477707386 106.87846513837576 24.740899443626404 410.67200293391943 48.401477143168449 38.862153291702271 16.511938214302063 44.197896301746368 41.162959009408951 10.884115144610407 114.57626748085022 72.424633048474789 22.727250590920452 10.202974036335943 35.324707366526127 10.465825803577898 11.553652569651602 51.275021158158779 10.824702352285383 8.6733712032437307
leaf_count=579 58 49 7078 328 658 109 2011 203 198 68 181 169 45 466 455 133 53 196 53 47 292 45 48
internal_value=-5.1727e-05 -0.000691911 -0.000158801 0.000575122 0.000175925 0.00728846 -0.00287764 0.00510251 -0.00347692 0.00577323 0.00210635 -0.00391185 0.00802522 0.00658478 -0.00459402 -0.00732521 -0.00171243 -0.00293532 0.0102609 0.0083323 -0.00509461 0.0188389 -0.0161122
internal_weight=2825.58 2513.4 2211.3 1741.26 1643.53 97.7287 470.038 312.177 449.534 298.113 113.426 57.6749 184.687 162.978 302.108 155.1 147.007 136.804 20.504 55.7515 123.7 21.7088 31.4006
internal_count=13522 12240 10484 8173 7736 437 2311 1282 2209 1224 465 237 759 669 1756 928 828 775 102 228 747 90 181
is_linear=0
shrinkage=0.0201179


Tree=101
num_leaves=21
num_cat=0
split_feature=47 119 36 25 93 86 0 133 145 133 120 55 144 110 104 123 135 145 46 4
split_gain=17.4765 11.0304 11.3389 10.7206 11.4352 15.3086 12.8393 12.1975 9.74424 9.64298 12.4237 9.17525 8.76153 11.0521 8.73575 9.93497 9.13329 8.59536 8.00898 6.36516
threshold=1.3050000000000004 3.9000000000000004 12.275000000000002 0.36666666666666675 26.550000000000004 3.2828571428571434 1579.344457735898 2.3875000000000006 0.62055000000000016 1.6835000000000002 1.4720000000000002 1.6150000000000004 0.0078500000000000011 16.450000000000003 1.3865000000000001 0.73000000000000009 -1.0000000180025095e-35 0.58120000000000005 4.5150000000000006 1506.2556906911725
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 14 5 7 11 -5 -7 17 -11 -6 13 -4 15 16 -2 -1 -17 -8
right_child=3 -3 12 4 6 8 19 -9 -10 10 -12 -13 -14 -15 -16 18 -18 -19 -20 -21
leaf_value=0.0011211279691080557 -0.0070662624739118076 0.021998991075271944 0.019010352766950595 -0.00078481083895558246 0.00954063432926649 0.0025082425110071766 -0.0088865071252726135 -0.0097536683692858814 0.016568751885181178 -0.0015223642289912351 0.0061678432743922911 0.031885683483175213 -0.0059140153278096196 -0.0037901421381299192 -0.021647347771953488 -0.0034931208538330908 0.018915666711883581 -0.0054862623114362583 -0.018687152956790638 0.0060176092187698175
leaf_weight=271.75679922103882 8.6375181078910845 11.430769652128218 39.13916152715683 1270.0239985585213 25.848983272910118 56.447351709008217 19.115400969982147 64.486837990581989 30.852683871984482 125.72482948005199 262.62583677470684 10.44262211024761 10.883455783128737 11.02835565805435 10.762074515223501 423.44254594296217 14.957908689975737 112.74059976637363 14.522725880146025 29.487766101956367
leaf_count=1170 47 47 164 6411 114 235 87 307 128 536 1082 54 46 45 53 2218 79 504 62 133
internal_value=-5.07826e-05 0.00237059 0.00210152 -0.00108506 -0.000256023 -0.000684289 0.00691645 -0.00121821 0.00747745 0.00144217 0.00367819 0.0159705 0.0104482 0.013998 -0.00372967 -0.00331187 0.00940422 -0.000816243 -0.00399697 0.000155738
internal_weight=2824.36 845.33 833.899 1979.03 1506.71 1421.81 84.8948 1334.51 87.3 772.848 388.351 36.2916 61.051 50.1675 472.323 461.561 23.5954 384.497 437.965 48.6032
internal_count=13522 3594 3547 9928 7469 7081 388 6718 363 3292 1618 168 255 209 2459 2406 126 1674 2280 220
is_linear=0
shrinkage=0.0201179


Tree=102
num_leaves=26
num_cat=0
split_feature=35 96 49 27 145 124 91 111 127 15 104 136 145 134 28 31 40 85 39 123 85 31 143 119 142
split_gain=19.6873 15.119 14.518 11.7859 12.7213 11.0771 10.3292 9.86286 9.85994 9.65734 9.64822 9.55715 7.97967 7.95599 7.9426 9.28477 9.19309 8.80434 7.37098 11.2076 6.82337 6.72874 9.29205 6.94524 6.21175
threshold=3.3750000000000004 3.5000000000000004 1.655 0.59050000000000014 0.18435000000000004 1.3665 -0.0024999999999999497 7.5500000000000007 1.1835000000000002 0.22500000000000003 0.63750000000000007 3.0500000000000003 0.22725000000000004 0.37650000000000006 7.4722222222222232 0.10505093378607806 5.4150000000000009 -0.091921182266009829 0.11411970927378091 1.1520000000000001 -0.10065268065268064 0.16724941724941725 1.1915000000000002 2.1000000000000005 -0.19749999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 18 6 -5 8 7 -3 24 -8 11 -7 -6 -12 15 17 -17 -4 19 -2 -10 22 -20 -23 -1
right_child=2 3 14 4 12 10 9 -9 20 -11 13 -13 -14 -15 -16 16 -18 -19 21 -21 -22 23 -24 -25 -26
leaf_value=-0.0060616624139444991 -0.016833871604467827 0.0086277478625313743 -0.019815362992707076 0.029710852190220322 -0.009804276299500524 0.013188040385590323 0.018671364509580742 -0.00083911524948474252 -0.010122404047667219 -0.0017814495119587424 -0.010455552332874044 -0.00052770139494786683 0.0090839549789677558 0.0057628457549395076 0.014481654913592767 0.0019527406198838488 -0.0068356307315608272 -0.0029210810456208871 0.012844614711352014 0.0090325732473836313 -0.001656114738941706 0.0010749097967398572 -0.0031389765044762792 0.0092583862380707874 -0.01391756842364935
leaf_weight=103.84728976339102 14.036998614668848 94.572696201503277 14.355824440717695 10.085863918066023 11.458931386470793 21.626200079917908 9.512916222214697 84.189723044633865 45.973668061196804 524.84532324969769 65.523792266845703 417.62544295191765 43.100259587168694 15.053677164018152 16.249939933419228 571.68219371140003 52.606324329972267 95.806735634803772 97.150825336575508 13.112373694777487 237.91966037452221 110.85047581791878 17.348699867725372 67.554644376039505 67.037433654069901
leaf_count=578 59 453 66 47 54 106 49 409 244 2624 330 2081 209 77 68 2504 236 428 403 54 1242 458 72 277 394
internal_value=-4.98435e-05 -0.00136308 0.00209936 0.00072872 0.00895404 -0.00303241 -1.69029e-05 0.00416921 -0.00532544 -0.00141732 -0.0010263 0.000147566 0.00511677 -0.0074255 0.000569782 0.000261967 0.00121217 -0.00512273 0.00568703 -0.00434085 -0.00302717 0.00661654 0.0104228 0.0041737 -0.00914355
internal_weight=2823.13 1752.37 1070.76 777.766 64.6451 974.607 713.121 178.762 454.778 534.358 519.829 439.252 54.5592 80.5775 750.701 734.451 624.289 110.163 320.054 27.1494 283.893 292.905 114.5 178.405 170.885
internal_count=13522 8897 4625 3845 310 5052 3535 862 2458 2673 2594 2187 263 407 3302 3234 2740 494 1323 113 1486 1210 475 735 972
is_linear=0
shrinkage=0.0201179


Tree=103
num_leaves=24
num_cat=0
split_feature=41 79 25 47 93 98 10 98 123 55 28 86 115 29 111 127 107 98 10 102 36 27 93
split_gain=20.8751 14.4177 12.1818 11.91 10.2914 9.72406 10.3497 15.6088 9.17129 6.89738 17.6484 7.15553 6.89336 6.80574 5.76598 5.20819 9.75711 7.85715 9.04496 8.26219 7.254 4.74214 4.02546
threshold=2.4350000000000005 2.5152597294757348 0.36666666666666675 2.0150000000000001 26.550000000000004 0.66025641025641035 2.0333333333333337 0.58114035087719318 0.64500000000000013 1.8350000000000002 4.5857142857142863 2.6120071684587818 0.41450000000000004 4.9500000000000011 25.350000000000005 1.4145000000000001 0.77250000000000008 0.58114035087719318 0.92261904761904778 1.5295000000000003 1.1450000000000002 0.50316666666666687 23.550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 4 -4 6 7 -1 -3 11 -11 -7 22 -5 -10 16 20 18 -17 -19 -14 -18 -2
right_child=12 2 3 13 -6 9 -8 -9 14 10 -12 -13 15 -15 -16 17 21 19 -20 -21 -22 -23 -24
leaf_value=-0.0075207024914171888 -0.0090677878452248284 0.018436640468328623 0.00069949358793280664 -0.0043211261757619213 0.0074670944400338259 -0.013076515118398829 0.016376745113809592 0.0075962866872078677 -0.0028662701189729948 -0.0091220184352620946 0.013668983818904421 0.0028122896886530174 0.0025117332133751846 -0.021540693813583561 -0.014189362306725805 0.019890305013170035 0.0074207625228902745 0.0028878136072005003 0.004575966635715141 -0.012981291565965558 0.017120833683822546 -0.0106200112232572 0.0058063364046334167
leaf_weight=82.984451189637184 21.230965703725815 7.967561110854148 1536.7593850642443 85.640185505151749 96.663568794727325 92.18442502617836 13.004752174019812 41.452810607850552 441.24989576637745 50.649650380015373 18.875959172844887 13.101210236549376 18.517289966344833 10.420184418559073 18.9850242882967 18.442013308405876 11.869291067123415 44.823521763086319 101.62695409357548 18.868048951029778 53.514322713017464 11.719193652272223 11.274145781993864
leaf_count=466 88 39 7080 529 428 532 72 232 2168 352 115 64 77 65 98 77 49 184 417 77 219 48 46
internal_value=-4.89641e-05 -0.000658921 -8.41808e-05 0.000695133 0.00109999 -0.00470401 -0.000700102 -0.00248484 -0.00296289 -0.00785196 -0.00293423 -0.0110993 0.00485972 -0.00618911 -0.00333337 0.00587991 0.00968781 0.00389843 0.00692824 -0.00181315 0.0133654 -0.00154192 -0.00390859
internal_weight=2821.82 2509.94 2197.69 1729.48 1633.42 312.253 137.442 124.437 468.202 174.811 69.5256 105.286 311.886 96.0604 460.235 279.381 95.6201 183.761 120.069 63.6916 72.0316 23.5885 32.5051
internal_count=13522 12240 10407 8102 7508 1833 770 698 2305 1063 467 596 1282 594 2266 1148 393 755 494 261 296 97 134
is_linear=0
shrinkage=0.0201179


Tree=104
num_leaves=17
num_cat=0
split_feature=79 119 86 132 98 10 98 42 49 29 103 143 37 26 7 143
split_gain=16.5506 12.6151 10.843 9.5228 9.56328 10.1972 15.821 9.27879 8.3487 7.77911 7.43957 6.15276 8.14794 7.49275 3.78644 0.890724
threshold=2.5152597294757348 3.9000000000000004 3.7370689655172415 1.7890000000000004 0.66025641025641035 2.0333333333333337 0.58114035087719318 9.6600000000000019 3.6850000000000005 3.183333333333334 0.59150000000000003 -0.83099999999999985 0.44456175501409545 0.60183333333333344 0.64667990029727218 0.063500000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 5 6 -1 8 -2 -9 -4 12 -6 -13 -12 -5
right_child=1 -3 10 15 11 -7 -8 9 -10 -11 14 13 -14 -15 -16 -17
leaf_value=-0.0064882760965042164 0.0003563824194197011 0.020821879716537268 -0.0014451868433664368 -0.014692987249356972 -0.0099735788475897227 0.017800930131667145 0.0088961095924996996 9.8019719153376143e-05 -0.0049372520614984691 0.017406229848530273 0.010367227877692793 -0.0096699542596566726 0.013526733289545253 0.0066586585517003881 0.026376492821216117 -0.024116401493815519
leaf_weight=80.387912608683109 2282.5049198716879 12.305742979049681 12.240107998251913 8.2031268030405062 11.064883083105089 12.461303725838659 40.778036996722221 19.208880290389061 127.30524784326553 23.208973929286003 12.842242434620859 133.36085072159767 12.970918290317057 12.433770373463629 11.192447781562803 8.0501281768083555
leaf_count=451 10477 51 50 45 67 68 226 82 797 97 53 822 74 70 46 46
internal_value=-4.80997e-05 0.000502913 0.000402432 -0.0043582 -0.00355463 0.000471538 -0.00131065 0.000240915 7.67277e-05 0.0095684 0.011321 -0.00672256 0.00270806 -0.00827735 0.0178227 -0.0193608
internal_weight=2820.52 2500.81 2488.5 319.711 303.458 133.627 121.166 2452.23 2409.81 42.4179 36.2748 169.83 24.0358 145.795 24.0347 16.2533
internal_count=13522 11653 11602 1869 1778 745 677 11453 11274 179 149 1033 141 892 99 91
is_linear=0
shrinkage=0.0201179


Tree=105
num_leaves=20
num_cat=0
split_feature=120 56 27 79 91 11 104 44 96 1 135 85 135 41 2 4 1 29 4
split_gain=17.0826 12.6514 16.4123 11.3483 10.3416 10.1636 9.87111 9.59585 7.9432 7.66853 9.687 9.03987 7.00659 6.75923 14.7079 8.43898 5.59451 5.42104 4.61416
threshold=1.6835000000000002 1.8150000000000002 0.61211111111111116 3.477603621576836 0.34708333333333335 0.27619047619047621 1.1495000000000002 12.075000000000001 7.5000000000000009 1393.0815321288935 -0.35299999999999992 -0.34582417582417579 0.68050000000000022 2.2550000000000003 60.81126278537625 1574.2507923789069 1506.7612865350877 5.354166666666667 1566.0988295913264
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 7 18 9 -3 12 10 -7 -11 -1 15 -15 -8 -5 -4 -2
right_child=5 2 17 16 -6 6 13 -9 -10 11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.003595981765208602 -0.0024245736045422415 1.2389447479394812e-06 0.0038607904172167379 -0.00035334212263079547 0.018213638337951591 0.024818699908864934 -0.010006393413776585 -0.018832611783601759 0.011508430110378338 -0.010950679280951879 0.0058026763464541003 0.0026785875757775316 0.0049096636298346201 0.020545255771574625 -0.002627783097622629 0.003207902589808295 0.018066283905054843 0.022197387439928086 -0.020185069405330592
leaf_weight=1082.2156480625272 11.881073608994486 606.38131639361382 10.14856278896332 11.799116000533106 12.404722362756727 12.876899823546408 64.904934614896774 11.150164827704428 14.878569364547728 20.253796249628067 68.627257078886032 715.13382148742676 40.669666595757008 14.186152994632719 50.712868541479111 27.996161356568336 15.360920712351797 18.283473074436188 11.802645832300184
leaf_count=5780 58 2704 46 48 55 56 297 49 71 96 301 3197 210 58 209 128 64 79 54
internal_value=-0.000369481 -0.00152779 0.000701343 -0.00278762 2.65101e-05 0.00174589 0.00206231 -0.000338815 -0.00309441 0.00295213 0.00880713 0.0023032 -0.00328791 -0.00254405 0.00243746 -0.00602413 0.010064 0.0156526 -0.0112757
internal_weight=2821.67 1823.29 658.368 1164.92 629.936 998.376 974.692 617.531 1137.76 816.892 81.5042 735.388 1122.89 157.8 64.899 92.9011 27.16 28.432 23.6837
internal_count=13560 9106 2933 6173 2808 4454 4342 2753 6061 3650 357 3293 5990 692 267 425 112 125 112
is_linear=0
shrinkage=0.0201179


Tree=106
num_leaves=23
num_cat=0
split_feature=41 23 86 130 6 136 53 104 23 89 124 53 141 13 20 26 134 34 134 7 35 95
split_gain=14.8822 8.26541 13.0677 13.1871 16.8352 12.8874 13.8545 12.7793 8.95851 7.49405 7.2914 7.84471 6.86925 8.35394 7.91362 5.54692 4.47375 5.4614 4.53565 15.1858 6.48623 3.92381
threshold=2.4350000000000005 3.4142857142857146 3.1026315789473689 1.1550000000000002 1510.0603874044475 19.150000000000002 2.0650000000000004 1.0955000000000001 4.7083333333333348 0.63000000000000012 2.1000000000000005 2.2350000000000008 -1.0914999999999997 0.29166666666666669 2.5000000000000004 0.47211111111111115 -0.62549999999999983 1.2350000000000001 0.50550000000000017 35.345509547559352 4.7550000000000008 -3.75
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 9 -5 6 8 -8 -3 -4 11 -7 13 -1 -14 21 17 -17 20 -20 -18 -2
right_child=15 5 3 4 -6 10 7 -9 -10 -11 -12 -13 14 -15 -16 16 18 -19 19 -21 -22 -23
leaf_value=0.003086333079016847 0.0028776941805401606 0.011163570850110188 0.0071182452618993074 -0.0038031315874729244 0.010076357708555857 -0.015605601026591706 0.0013595951028093473 -0.015231302935114117 0.0013784632174796078 0.023893277799514698 0.0062540739326298776 0.00023226177824574887 -0.0018922328768643485 -0.01029831285690523 -0.0065078864740351202 -0.01121857295574474 0.011575973043583654 0.0066768130281627701 -0.011602192582982665 0.014302679753188595 0.0041357975158720309 -0.013873270550808404
leaf_weight=174.02854672819376 11.050197809934618 102.12587261199951 35.00963731110096 113.08214974403381 51.468514367938042 34.178455829620361 186.10675627738237 20.900344669818878 60.186341837048531 15.574129924178122 14.648011982440947 20.100564360618591 1504.4820578023791 21.168575882911682 167.03262402117252 15.036004126071932 71.614892676472664 12.758708879351614 22.202680841088295 15.589559778571127 140.40229076147079 11.600724980235098
leaf_count=857 46 440 149 476 214 149 908 96 254 66 64 105 7600 107 841 62 291 52 91 65 579 48
internal_value=-0.000362282 -0.000866714 -0.00139533 0.00329971 0.000538082 0.00164442 0.00313483 -0.000315462 0.00753524 0.0122832 -0.00634124 -0.00974041 -0.00193643 0.00163477 -0.00235347 0.00387148 0.00465257 -0.00300373 0.00550447 -0.000916059 0.00664897 -0.00570104
internal_weight=2820.35 2520.09 2081.85 215.134 164.551 438.246 369.319 207.007 162.312 50.5838 68.927 54.279 1866.71 195.197 1671.51 300.255 277.604 27.7947 249.809 37.7922 212.017 22.6509
internal_count=13560 12326 10310 905 690 2016 1698 1004 694 215 318 254 9405 964 8441 1234 1140 114 1026 156 870 94
is_linear=0
shrinkage=0.0201179


Tree=107
num_leaves=18
num_cat=0
split_feature=120 93 10 11 104 50 133 1 124 1 19 115 16 118 34 90 34
split_gain=16.3453 11.5905 10.6391 8.82397 9.35868 8.65053 10.2644 8.13701 7.68268 7.67602 7.49869 6.69965 15.0726 9.66805 6.63993 6.49614 5.55543
threshold=1.6835000000000002 26.550000000000004 3.8166666666666669 0.27619047619047621 1.1495000000000002 1.7250000000000003 1.8165000000000002 1416.6125799334025 1.5500000000000003 1506.7612865350877 1.5000000000000002 1.9285000000000003 1.5000000000000002 0.77500000000000013 1.4350000000000003 0.23958333333333337 1.7250000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 8 7 11 -7 -5 -2 14 -11 13 -13 -1 -3 -6 -8
right_child=2 9 -4 4 15 6 16 -9 -10 10 -12 12 -14 -15 -16 -17 -18
leaf_value=0.00097833315878192539 0.0025449575419295325 0.0096212575823583571 0.019811303072711391 0.0074671100078846 -0.0039121177740458575 -0.0047084824961791012 0.0039056788726784413 0.0017981855418416454 -0.020766970413660119 0.026186599864764386 0.0058723133699558928 -0.0007328735108896601 0.015206722439380243 -0.0034803472005736631 -0.010682186899968672 0.011529454342065645 0.022119061959817856
leaf_weight=239.90050747990608 10.035117492079737 13.081940561532976 12.976383462548254 120.50723601877689 144.37336431443691 18.829109951853752 11.634301647543909 684.99004656821489 13.309591278433798 12.680566832423212 17.512228056788445 355.96362718194723 25.746970973908901 1096.264044098556 12.994698539376257 11.938032880425451 16.241795629262924
leaf_count=1272 49 58 54 526 635 77 48 3076 62 60 80 1721 124 5537 63 52 66
internal_value=-0.000355218 -0.00148942 0.00171385 0.00147547 0.0017721 -0.00177604 0.00676663 0.0026463 -0.0107456 0.0074989 0.0144043 -0.00200831 0.000342259 -0.00267981 -0.000496223 -0.00273274 0.0145178
internal_weight=2818.98 1820.85 998.13 985.153 961.809 1764.58 46.7052 805.497 23.3447 56.2694 30.1928 1717.88 381.711 1336.16 26.0766 156.311 27.8761
internal_count=13560 9106 4454 4400 4289 8845 191 3602 111 261 140 8654 1845 6809 121 687 114
is_linear=0
shrinkage=0.0201179


Tree=108
num_leaves=20
num_cat=0
split_feature=120 11 104 50 133 85 127 37 97 40 133 23 26 120 28 99 132 39 86
split_gain=15.6991 9.43252 9.0388 8.99328 9.91722 7.29137 7.27745 10.4226 8.33991 8.19888 7.81773 7.86476 6.96803 6.85825 6.51789 6.87514 5.35189 4.33466 3.7661
threshold=1.6835000000000002 0.27619047619047621 1.1495000000000002 1.7250000000000003 1.8165000000000002 -0.34582417582417579 0.76400000000000012 0.49947471674986954 1.5000000000000002 5.5150000000000006 2.0500000000000003 1.9285714285714288 0.47612500000000008 3.3540000000000005 4.1180555555555562 0.4330357142857143 1.4720000000000002 0.31964588817611833 2.6837719298245619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 16 5 6 -5 18 7 9 -9 -1 11 -8 -12 -7 -4 -16 -2 -6 -3
right_child=1 2 14 4 17 13 10 8 -10 -11 12 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.0090278184657192947 -0.0010078793212924945 -0.018701596014155962 -0.015426042157472342 -0.0039927782475346011 0.0045995193097455233 0.0034360615752204058 -0.0044728438845531102 -0.0086716159908720222 0.016137924892420812 0.0074542476855264557 -0.0091446790731433952 -1.6470435141496711e-05 -0.0021762026561571528 -0.0086622760814029729 0.013078423656638673 -0.0025081112885545517 -0.02021244770729555 0.020608827423211261 -0.0014660427975357378
leaf_weight=136.71483824402094 11.390251621603968 9.012598857283594 14.211969166994093 19.582516640424728 11.037698328495027 777.05521930754185 186.37920197844505 8.7533230036497134 14.680864326655863 13.413012638688086 85.603931933641434 1144.7545632719994 180.61535039544106 19.437870934605598 12.554016575217245 130.67248947918415 12.126631662249563 18.026067107915878 11.916080489754675
leaf_count=746 56 48 66 80 45 3471 1001 45 75 62 417 5742 819 80 56 570 56 74 51
internal_value=-0.000348253 0.00167892 0.00198264 -0.00146055 0.00707302 0.0028328 -0.00169496 -0.0056074 0.00687056 -0.0075552 -0.00126985 -0.000640437 -0.00441697 0.0031408 -0.00243136 -0.00114188 -0.0109112 0.0145291 -0.00888862
internal_weight=2817.94 998.377 974.86 1819.56 48.6463 817.422 1770.92 173.562 23.4342 150.128 1597.35 1331.13 266.219 796.493 157.438 143.227 23.5169 29.0638 20.9287
internal_count=13560 4454 4342 9106 199 3650 8907 928 120 808 7979 6743 1236 3551 692 626 112 119 99
is_linear=0
shrinkage=0.0201179


Tree=109
num_leaves=19
num_cat=0
split_feature=41 86 89 56 79 7 136 25 47 98 137 30 141 133 90 98 134 11
split_gain=13.715 8.07436 10.2693 7.68828 10.9193 9.45168 8.68072 8.92067 6.00207 5.48258 8.9199 7.47866 7.96942 7.19926 6.40552 7.38051 6.71915 5.26683
threshold=2.4350000000000005 3.9115384615384619 0.05000000000000001 1.8250000000000004 3.477603621576836 -32.24541483961297 29.950000000000003 0.36666666666666675 1.1250000000000002 0.58114035087719318 20.950000000000003 0.21760654326302192 0.6645000000000002 1.6460000000000001 0.15083333333333337 0.53589743589743599 0.49450000000000005 1.9666666666666668
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -5 -6 14 11 12 -11 -13 15 16 -2 -8
right_child=9 2 -4 6 8 -7 17 -9 -10 10 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0072687541300825356 0.0056688650072923138 0.024779131751343206 0.00053852931014249474 -0.0033520746544015508 0.0087368244032040663 -0.0016790266001374978 -0.012884235173208547 0.0018481027315348463 -0.0069253046744115676 0.00095602186913030878 -0.015328750254358035 -0.018035200353320985 0.013248262663029467 0.0021031652961038781 0.01844054296200999 0.01971488635466611 -0.0059623829413525719 0.0029892803934661594
leaf_weight=134.70600900053978 110.12773917615414 11.209169059991838 19.171693369746208 163.19511435925961 56.847673758864403 1343.711333103478 30.296735242009163 734.07478240132332 11.991398334503172 62.758428052067757 12.658711552619932 12.515553906559946 32.351312577724457 16.866184741258621 15.687259554862974 12.484810560941694 24.58910445868969 11.736510843038557
leaf_count=693 453 47 78 739 231 7069 133 3236 50 259 52 51 133 69 65 51 101 50
internal_value=-0.000341425 -0.000826092 0.00948247 -0.000952046 -0.00182365 -0.00218834 0.000483688 0.000902288 0.00600846 0.00372428 0.000760525 0.0023966 0.00513727 -0.00647481 0.00621967 0.00491725 0.00354582 -0.00845187
internal_weight=2816.98 2516.94 30.3809 2486.56 1547.26 1478.42 939.303 897.27 68.8391 300.039 137.15 124.491 95.1097 29.3817 162.889 147.202 134.717 42.0332
internal_count=13560 12326 125 12201 8043 7762 4158 3975 281 1234 564 512 392 120 670 605 554 183
is_linear=0
shrinkage=0.0201179


Tree=110
num_leaves=22
num_cat=0
split_feature=35 86 22 144 26 99 85 86 148 93 50 85 3 9 95 115 145 100 34 11 131
split_gain=19.6949 9.9642 9.57084 11.1739 8.67418 8.24503 7.7769 9.65255 10.0746 8.20146 7.69626 8.93746 7.32795 10.7642 7.0449 6.40317 6.29868 6.1899 6.27426 5.71726 5.68769
threshold=3.3750000000000004 3.2679487179487183 0.36666666666666675 0.007150000000000001 0.4281666666666667 0.56832298136645976 -0.13807065217391304 2.0071428571428576 0.25408003032272042 31.050000000000004 1.8250000000000004 0.48588235294117649 1492.2161442064473 2.0690476190476197 -5.2499999999999973 1.3665 0.67095000000000016 1.4500000000000002 4.7750000000000012 1.5166666666666668 1.6125000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 17 -3 7 16 -9 14 11 15 13 -12 -8 -6 -1 18 19 -2 -14
right_child=4 2 -4 -5 10 -7 9 8 -10 -11 12 -13 20 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.022953470500658817 0.017085758433279453 -0.0011774432883817373 -0.011592396693949156 -0.0092130626525682453 0.0016989157819393332 0.013449215277261074 -0.0038152454195452602 -0.011162047302797523 -6.1716380312128961e-05 0.014377372798102509 -0.013194916141704252 -0.012964927951002857 0.0086922906927084254 0.010184908829270402 -0.00026172642089127284 0.0056461538859132205 -0.0012515353056217606 -0.01579805870231768 -0.010101537099144893 -0.003574686215421972 0.022172207747846565
leaf_weight=18.320094257593158 10.337054610252382 20.684477806091309 12.592830076813696 14.602267399430273 676.1714640557766 63.417707875370979 280.25434888154268 46.857237502932549 112.64807454496622 14.26487874984741 13.520041346549986 15.045702889561651 48.447445601224899 19.415407225489616 1162.1029868498445 220.59950192272663 7.6836118251085272 15.932452425360678 16.864196673035622 11.397468239068983 17.155967399477959
leaf_count=120 47 86 53 61 2945 265 1467 231 595 65 56 66 199 80 5944 939 53 71 77 51 72
internal_value=0.000409287 -0.000901317 0.00492401 0.00703127 0.00256732 0.00985178 -0.00129614 -0.00517562 -0.00332266 -0.000802061 0.00298914 0.00241192 0.00833033 0.000587239 -0.000952191 0.00266992 -0.0165412 -0.00524818 -0.000893297 0.00625121 0.0122175
internal_weight=2818.32 1753.43 111.297 98.7045 1064.89 84.1022 1642.13 185.509 159.505 1456.62 1010.36 911.817 98.5389 32.9354 1442.36 896.771 26.0037 54.5312 38.5987 21.7345 65.6034
internal_count=13543 8940 465 412 4603 351 8475 999 826 7476 4357 3950 407 136 7411 3884 173 246 175 98 271
is_linear=0
shrinkage=0.0201179


Tree=111
num_leaves=27
num_cat=0
split_feature=35 133 132 39 101 42 133 144 50 39 99 3 123 91 142 148 49 49 123 9 121 86 135 28 148 28
split_gain=18.9098 10.148 10.6862 9.73825 8.49527 8.13992 10.0044 8.04712 8.00759 7.81839 13.025 7.74016 12.7873 7.27334 7.19657 7.16391 8.35468 6.86328 6.64058 13.4537 10.6133 6.04689 5.59785 4.9862 4.12624 5.64457
threshold=3.3750000000000004 0.81650000000000011 2.4145000000000003 0.3344465596095032 1.9000000000000001 3.3150000000000004 2.0500000000000003 0.023650000000000001 1.8250000000000004 0.672172232790753 0.58114035087719318 1492.2161442064473 2.2425000000000002 0.012499999999999952 0.46450000000000008 0.25940328054298645 3.6850000000000005 1.925 1.1025000000000003 0.86190476190476206 1.2110000000000001 2.4472222222222229 0.062000000000000006 2.7321428571428577 0.24343465278309467 3.2678571428571432
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 15 -4 7 -7 -3 9 18 -11 12 -10 -6 23 22 -17 -12 19 -2 -20 -16 -1 -5 25 -13
right_child=8 2 4 14 13 6 -8 -9 11 10 17 24 -14 -15 21 16 -18 -19 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.012102116638609736 0.0042720338134784397 0.00067509729757037756 0.019216139135227482 -0.0038383293983360405 -0.0065144374421751711 -0.0015588132211683634 -0.0096656747799805133 -0.016504507480855565 -0.011665754278822348 -0.019450470308696743 0.012532716216456186 0.0076494778146312748 0.012965377808589418 0.014610440228133908 -0.010911786919549438 0.008484305616387763 -0.0075183594987235317 -0.0063643105235703648 0.0085572420202466824 -0.0045477197635746805 0.002173628217977792 0.0076567166347212999 0.0014087740380315334 -0.020530806583668567 0.0028952435801722931 0.021183007055181183
leaf_weight=33.216783076524734 137.90147580206394 947.54889174550772 19.557154148817062 9.4066303521394712 16.604337505996231 493.12670376896858 70.406986907124519 11.165137574076651 17.73230467736721 18.056725263595581 13.922476559877397 23.615203052759171 16.438563421368599 10.944121167063711 18.289313249289993 39.419916480779648 19.854242742061615 17.62714758515358 133.40477086603642 142.16093994677067 502.34765039384365 11.599684938788412 19.813735440373421 31.498336024582386 15.418925449252127 26.441420659422874
leaf_count=167 614 4621 88 52 76 2706 362 52 73 75 57 98 68 49 101 208 135 78 582 632 2153 55 96 172 63 110
internal_value=0.000401114 -0.00088375 -0.000360828 -0.00536571 0.00907629 -0.000652863 -0.00257168 0.000475016 0.00251522 0.00195479 -0.00582406 0.0079449 0.000183322 0.00187754 -0.0112093 -0.00168198 0.00312399 0.0019745 0.00237615 -0.000204887 0.00351316 -0.00370525 -0.00705392 -0.0166923 0.0119955 0.0147985
internal_weight=2817.52 1752.45 1569.35 183.099 47.1056 1522.25 563.534 958.714 1065.07 965.421 49.6063 99.6464 34.1709 27.5485 70.794 112.305 59.2742 31.5496 915.815 280.062 635.752 29.889 53.0305 40.905 65.4755 50.0566
internal_count=13543 8940 7954 986 213 7741 3068 4673 4603 4191 210 412 141 125 380 606 343 135 3981 1246 2735 156 263 224 271 208
is_linear=0
shrinkage=0.0201179


Tree=112
num_leaves=20
num_cat=0
split_feature=35 132 149 86 27 141 26 8 132 93 55 131 98 138 138 79 25 48 145
split_gain=18.1557 9.74115 12.5256 9.12735 11.0258 10.3173 8.266 12.1788 11.5377 7.98592 7.37649 8.58603 12.7865 12.4515 8.51364 10.6197 7.65731 6.83423 4.35179
threshold=3.3750000000000004 2.7890000000000001 0.5925374552595738 3.2679487179487183 0.44211111111111118 1.2010000000000003 0.4281666666666667 1.2321428571428574 1.3165000000000002 31.050000000000004 1.635 0.64600000000000013 0.58114035087719318 2.5000000000000004 9.5000000000000018 2.7221590667924036 0.81666666666666676 2.3350000000000004 0.24945000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 -5 -6 7 8 -2 17 14 12 -12 -13 16 -16 -8 -1 -9
right_child=6 2 -4 4 5 -7 10 18 -10 -11 11 13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.0014301830636689506 0.020725525807642715 -0.00033551382873729099 0.027951639499601711 -0.013892303015485366 0.009405235046612944 -0.010549591001088101 0.0011944413452305582 -0.02157380019561907 -0.0059106770985450129 0.013370995951835071 -0.0089464109991623502 0.0091511321690159724 0.0125686283174045 -0.0037646353967182525 0.020627155925373879 0.0058835983720479691 0.0064811856750165804 -0.014622817387361564 -0.0048258346205043365
leaf_weight=1587.8319265320897 10.503513321280481 15.375040754675867 10.77534945309162 11.582750916481016 83.331243246793747 11.995922714471815 392.33566850423813 16.001603037118915 17.626843377947807 14.625845789909361 15.091530144214628 36.014531418681145 43.127915948629379 187.41841493546963 22.567761391401291 159.69422575831413 154.56961652636528 16.053232610225677 10.336919710040091
leaf_count=8242 49 71 46 49 348 50 1653 72 79 67 69 164 197 859 100 674 641 67 46
internal_value=0.000393062 -0.000866514 0.01132 -0.00105122 0.00464196 0.00689405 0.00246409 -0.00516998 0.00403469 -0.00142728 0.00287547 0.000110237 0.00699142 -0.00168275 0.00394357 0.0077092 0.00268863 -0.00156223 -0.0150011
internal_weight=2816.86 1751.57 26.1504 1725.42 106.91 95.3272 1065.29 54.4689 28.1304 1618.51 1010.82 281.652 58.2194 223.433 729.167 182.262 546.905 1603.89 26.3385
internal_count=13543 8940 117 8823 447 398 4603 246 128 8376 4357 1289 266 1023 3068 774 2294 8309 118
is_linear=0
shrinkage=0.0201179


Tree=113
num_leaves=26
num_cat=0
split_feature=35 133 42 132 124 133 93 22 23 55 38 111 80 40 94 142 121 102 147 26 31 86 144 9 136
split_gain=17.4291 9.7778 10.2287 9.73782 10.3867 9.06147 9.01957 8.93715 8.90674 16.855 10.1298 10.1814 9.81396 9.40238 8.41364 7.98184 7.79112 7.70022 7.69872 7.51661 7.38975 7.26027 6.63506 4.66291 4.50065
threshold=3.3750000000000004 0.81650000000000011 3.3150000000000004 2.4365000000000001 2.1000000000000005 2.0500000000000003 25.050000000000004 0.33166666666666672 3.8452380952380958 1.7350000000000001 0.24008324225447758 20.350000000000005 0.066537312101342602 5.3250000000000011 26.550000000000004 -0.33899999999999991 1.7890000000000004 1.1665000000000003 0.46727212695799086 0.51763888888888898 0.15808405906853462 2.7285012285012287 0.010250000000000002 2.2583333333333337 6.9500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 7 -5 21 16 -3 10 12 13 22 19 14 -2 -15 17 -1 -7 -10 -14 -4 -12 -18 -11
right_child=8 2 5 4 -6 18 -8 -9 9 24 11 -13 20 15 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.0021786283007989922 0.00063338484110585919 0.0014311892396538495 -0.0026558973645388682 0.024922273639585834 0.003279912096053543 -0.011818596769565617 0.010233858683739161 -0.0034956224780355407 0.0090960060528105062 0.00045957993504625304 0.0088714635660333014 -0.012043058424595406 0.027319006800982856 0.0054487577785280383 0.011510479604932006 -0.012355818912830689 -0.024419447663055347 -0.013207173677909105 0.0076727124389824554 -0.0010850187815738934 0.0086892292293545281 0.0037164707165199119 -0.0052400124415743661 -0.0068248712315901565 -0.016263039902495308
leaf_weight=110.13803221285343 618.23113320767879 774.60687683522701 410.18055728077888 13.565790861845015 26.523723766207695 61.460896357893944 14.042265251278875 184.51063915342093 100.1786724627018 11.76936022937298 135.25606222450733 11.669187799096106 17.381367549300194 13.804495379328726 30.187631189823151 38.922667637467384 14.318035989999773 33.392371699213982 9.4641702324151975 41.509762614965439 17.093930512666702 87.862645223736763 14.978168591856955 10.618983343243597 14.58450837433338
leaf_count=620 2682 3771 2319 61 117 317 69 905 413 52 593 52 74 61 127 176 74 170 49 171 73 415 65 53 64
internal_value=0.000385177 -0.000849544 -0.000336625 0.000889429 0.0106036 -0.0024898 -0.00525665 0.000483384 0.00241378 0.00621077 0.0015228 0.00605846 0.0084556 0.000475444 0.00113979 -0.00769427 -0.00654787 -0.00474447 -0.00921759 0.00611327 0.018082 -0.0015317 0.00746452 -0.0169274 -0.00879463
internal_weight=2816.25 1750.68 1568.18 999.207 40.0895 568.968 182.51 959.118 1065.57 202.518 863.049 161.903 176.164 701.146 648.419 52.7272 168.467 143.53 70.9251 141.688 34.4753 498.043 150.234 24.937 26.3539
internal_count=13543 8940 7954 4854 178 3100 986 4676 4603 847 3756 710 731 3046 2809 237 917 790 366 584 147 2734 658 127 116
is_linear=0
shrinkage=0.0201179


Tree=114
num_leaves=23
num_cat=0
split_feature=35 127 105 132 23 38 111 127 86 56 150 135 91 80 144 7 80 138 101 0 5 26
split_gain=16.7337 9.43132 12.4737 10.6552 8.54707 9.71678 9.77869 9.4894 11.7432 9.43769 11.9484 14.2307 9.96749 9.2119 8.41162 8.49314 8.32853 7.4025 7.23135 7.07647 6.93736 7.49719
threshold=3.3750000000000004 0.76400000000000012 1.1795000000000002 2.7890000000000001 3.8452380952380958 0.24008324225447758 20.350000000000005 1.7070000000000001 3.5694980694980702 1.675 0.59554779045125916 -0.53799999999999992 -1.0000000180025095e-35 0.045188210227272707 0.022350000000000005 52.590018518723589 0.083441654795821468 3.5000000000000004 2.1000000000000005 1594.4761010345308 1482.6210651668514 0.60707142857142871
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 14 5 7 19 8 -2 13 12 -12 -11 -6 15 -3 -9 -15 -5 -7 -1 -22
right_child=4 3 -4 18 9 6 -8 16 -10 10 11 -13 -14 17 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=0.0077551712135763787 -0.0017873209209704225 -0.00050758545503778486 0.011222496677960115 0.024345925194691594 0.012873721700924438 0.010813092977105192 -0.011837866031020031 0.0029014386815727636 0.015142243598391721 0.0004353212171402104 -0.016221408944139464 0.0069749650759200199 0.019508624935960173 0.0049596533411406301 -0.015538469759469974 0.018930942095245491 0.019839872809241786 -0.014243830580178156 0.0020523586367904413 0.0018749120915545479 -0.0092376299027776467 0.0095175645188953772
leaf_weight=12.076950140297411 454.02108809351921 1522.6201610341668 16.946972839534283 11.668023303151132 12.748482182621954 91.392960757017136 11.632997527718542 217.50428630411625 17.211425930261612 14.325409561395643 12.375858500599859 79.234380185604095 49.098468914628029 12.919586881995199 14.983629524707792 9.1518045216798765 12.419638484716414 21.886158660054207 11.890703350305555 58.991524070501328 141.25752117484808 9.1868483573198301
leaf_count=68 2004 7735 87 51 53 405 52 915 70 60 51 325 205 57 71 42 57 96 53 253 785 48
internal_value=0.000377437 -0.000832977 -0.00520192 -0.000333654 0.00236472 0.0014919 0.00593229 0.000465839 -0.00116896 0.00608353 0.00848839 0.00384122 0.0152007 -0.00175654 -0.000538178 -0.000391442 0.00381642 -0.00711546 0.0130941 0.00730695 -0.00691463 -0.0080923
internal_weight=2815.54 1749.78 179.468 1570.31 1065.76 863.174 162.017 701.156 471.233 202.588 155.034 91.6102 63.4239 47.5542 1546.76 1531.77 229.924 34.8057 23.5587 150.384 162.521 150.444
internal_count=13543 8940 988 7952 4603 3756 710 3046 2074 847 641 376 265 206 7848 7777 972 153 104 658 901 833
is_linear=0
shrinkage=0.0201179


Tree=115
num_leaves=21
num_cat=0
split_feature=50 137 104 115 106 137 127 115 101 94 145 119 36 27 38 137 130 140 41 6
split_gain=14.8424 10.049 9.63706 8.54949 11.3106 9.98163 8.80634 8.49312 8.09869 11.7607 11.7492 8.50718 7.80027 8.3074 7.08267 8.1865 5.4758 5.78562 4.02991 3.75544
threshold=1.7950000000000002 7.2500000000000009 1.0835000000000001 1.2250000000000003 0.47750000000000009 5.9500000000000011 0.89450000000000018 2.4500000000000006 2.4500000000000006 20.550000000000004 0.16275000000000003 2.9000000000000004 14.925000000000002 0.42050000000000004 0.25254108886359794 10.250000000000002 2.4365000000000001 1.0000000180025095e-35 2.0350000000000006 1502.6683964660967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 12 6 -6 -5 16 9 11 -11 -3 13 -1 15 -10 17 -2 -16 -18
right_child=2 8 -4 4 5 -7 -8 -9 14 10 -12 -13 -14 -15 18 -17 19 -19 -20 -21
leaf_value=-0.0086959221504109268 0.012059292449746118 -0.00014503817194839446 -0.0076964742171100262 -0.0083363901782446594 0.0028588069071095778 -0.0044795160073599176 0.010504874542664654 -0.0051715785115540149 -0.013398690769336979 0.022544169360066486 0.0040020065711075057 0.011147156811156151 0.013318495241533132 -0.0022097332567207759 -0.0071797224973824568 0.0077119995948224862 0.025313600678593361 -0.0024890269662906656 -0.02108026785781723 0.010058686729563027
leaf_weight=87.312136009335518 41.403778523206711 897.82349441200495 15.644232526421545 11.789771154522894 149.26904900372028 150.81478133797646 67.639830537140369 14.03420916199684 10.735995277762411 14.669968336820601 241.90611239522696 27.83903905749321 12.359813883900641 943.98079273849726 30.454703956842422 24.176442697644234 16.208264186978344 15.096540629863737 11.679323345422743 10.943199545145033
leaf_count=459 172 4374 64 61 709 710 327 58 46 67 1155 120 52 4624 149 102 67 62 52 45
internal_value=-0.000168607 -0.000469903 0.00696281 -0.00162818 0.00095757 -0.00082923 0.00770816 0.00931055 0.000839106 0.00125097 0.0050622 0.000194564 -0.00256847 -0.00275888 -0.00548068 0.00121999 0.0117403 0.00817194 -0.0110331 0.0191655
internal_weight=2795.78 2682.45 113.33 1423.17 379.513 300.084 79.4296 97.686 1259.29 1182.24 256.576 925.663 1043.65 1031.29 77.0465 34.9124 83.6518 56.5003 42.134 27.1515
internal_count=13475 13007 468 6942 1807 1419 388 404 6065 5716 1222 4494 5135 5083 349 148 346 234 201 112
is_linear=0
shrinkage=0.0201179


Tree=116
num_leaves=15
num_cat=0
split_feature=50 86 137 127 103 35 144 115 115 35 19 127 12 37
split_gain=14.2674 11.6477 10.3348 10.1506 10.1735 9.66712 9.39961 8.77762 7.42156 8.93711 5.94331 5.10151 8.78854 3.16461
threshold=1.7950000000000002 3.7370689655172415 7.2500000000000009 0.38750000000000007 1.4115000000000002 7.5150000000000006 -0.00014999999999999999 1.2250000000000003 2.2250000000000005 3.8050000000000002 1.5000000000000002 2.2930000000000006 1.0000000180025095e-35 0.56530479320260696
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 7 -3 -1 9 -2 -8 12 -11 -13
right_child=8 6 3 4 -6 -7 10 -9 -10 11 -12 13 -14 -15
leaf_value=-0.0029613107361523526 0.022045300585480716 -0.0030165019009810792 0.022626646141947229 -0.00017661242447240006 0.0050662048411760623 0.013505066764217857 0.0089375649852944106 0.00064666347823984466 -0.0063349703107228169 -0.00904444589692238 0.028695556712473546 0.0066140256205723044 0.0080007843391184299 0.021713994553382313
leaf_weight=1010.7366703599691 17.13780078291893 13.416338756680487 8.4986124560236913 1059.4121663197875 174.46679980307817 16.49588830769062 13.623286232352259 373.84529738873243 15.028005093336104 17.4302649050951 11.252547755837439 11.179504930973055 41.133313596248627 11.294226884841917
leaf_count=5001 70 55 43 5147 805 71 56 1783 62 72 46 48 169 47
internal_value=-0.000165307 -0.000460626 -0.000620203 0.000715624 0.000564701 -0.00180473 0.0105554 -0.00198713 0.00683065 0.00884603 0.0178754 0.00605454 0.00292749 0.0142029
internal_weight=2794.95 2681.75 2643.46 1242.38 1233.88 1401.08 38.2922 1384.58 113.203 98.1751 24.8758 81.0373 58.5636 22.4737
internal_count=13475 13007 12850 5995 5952 6855 157 6784 468 406 102 336 241 95
is_linear=0
shrinkage=0.0201179


Tree=117
num_leaves=24
num_cat=0
split_feature=41 79 7 86 7 23 137 122 99 98 42 112 16 92 0 118 142 86 136 99 133 27 112
split_gain=12.2311 9.87699 13.2444 12.0037 11.7157 10.7605 9.62946 8.89584 8.24312 10.6629 7.65833 7.1037 7.01826 8.18494 7.49035 7.0859 7.51549 6.9484 6.93244 10.3717 9.40735 6.20075 6.85877
threshold=2.2750000000000004 2.7407640344747271 5.2656225713772082 2.9205263157894739 42.157839797893878 5.416666666666667 17.950000000000003 1.0740000000000001 0.46410256410256417 0.72474747474747481 2.4250000000000003 0.59050000000000014 2.5000000000000004 0.46125000000000005 1581.9642480604439 2.2250000000000005 0.46450000000000008 2.8733974358974366 6.7500000000000009 0.71825396825396837 0.89450000000000018 0.46828571428571425 0.22750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 6 7 -4 -3 9 -1 -7 -6 13 18 -14 -16 -17 -10 20 -20 -2 -5 -23
right_child=12 2 4 21 11 10 -8 -9 17 -11 -12 -13 14 -15 15 16 -18 -19 19 -21 -22 22 -24
leaf_value=0.005780255870778548 -0.017140621844202862 -0.0023846590733468385 -0.0046606121667006504 -0.0037058195172436914 0.013219681405127337 0.0043762257261172489 0.0032616495205006158 0.0026608151477357147 -0.0033393541214581726 -0.008965469094957235 0.027508204436527069 -0.0062022106850729078 0.023598714828291619 -0.011195888450608992 0.017619213800013588 -0.011501570633747992 0.0070581296667638783 -0.017059505451904294 0.0063398239708183047 -0.0027289125792755802 0.00039246127253020016 0.00073600455261419709 0.016804505554492973
leaf_weight=83.621039152145386 13.641574859619139 183.42234593629837 357.71084760129452 18.151882484555244 29.227936252951622 12.159718424081804 75.139526776969433 617.78785888850689 794.91145144402981 26.024331837892532 11.064032688736914 10.310151651501654 11.323139294981955 19.005582913756371 14.83922305703163 12.665588930249212 29.161202251911163 15.225753441452978 212.41898040473461 67.183672830462456 134.50954082608223 18.168280676007271 26.339233964681625
leaf_count=447 57 869 1637 86 127 51 341 2814 4444 150 49 46 47 79 62 53 120 73 882 280 559 83 119
internal_value=-0.000162043 -0.000794606 0.000358074 -0.00231615 -0.0023278 0.00189705 -0.00328535 0.00150574 -0.00289657 0.00228029 0.0153969 0.00815495 0.00263888 0.00172246 0.00866056 0.00567545 0.00143788 -0.00359722 0.00229646 0.00416074 -0.00122192 0.00620374 0.0102454
internal_weight=2794.01 2279.26 1296.82 982.442 472.388 824.434 432.85 801.21 919.783 109.645 23.2238 39.5381 514.749 446.759 67.9892 56.666 41.8268 810.137 427.754 279.603 148.151 62.6594 44.5075
internal_count=13475 11336 5934 5402 2151 3783 1978 3683 5114 597 100 173 2139 1857 282 235 173 4517 1778 1162 616 288 202
is_linear=0
shrinkage=0.0201179


Tree=118
num_leaves=27
num_cat=0
split_feature=79 86 7 7 125 7 4 6 2 120 4 35 110 122 36 4 5 13 124 125 49 11 49 13 42 145
split_gain=11.4759 13.394 12.5647 10.1152 9.41134 9.35698 9.24068 9.23251 8.69587 13.8916 14.592 9.92808 10.5309 9.36842 11.3849 9.57873 11.9215 9.00109 8.78382 8.67251 7.39697 7.38892 7.19141 6.85167 6.8401 0.554995
threshold=2.5967863419533024 2.3937969924812035 1.9773923600814671 4.7840416177417646 2.1000000000000005 0.19843741209945168 1546.3124699486166 1486.2518297040656 12.693878319640705 2.4720000000000004 1473.6862564536555 7.5150000000000006 6.7500000000000009 0.93550000000000011 1.0950000000000004 1445.7001535597881 1489.5501485212337 0.36666666666666675 1.4500000000000002 1.1000000000000003 2.0350000000000006 0.44761904761904764 4.205000000000001 0.36666666666666675 5.5850000000000009 0.89865000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 7 23 -4 -3 13 11 18 12 -10 14 17 16 -15 -2 -11 -16 -12 -17 -9 -1 -5 -7
right_child=8 4 3 24 -6 25 -8 22 9 10 20 -13 -14 15 19 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0096058412134073755 -0.0011122614668111856 0.017998333436660276 0.018742713355751044 -0.0035575619969804313 -0.013205854548787213 -0.025978246569191121 -0.007511479332179485 0.0038136996271635219 -0.0045650931998008053 0.0068134773811052499 0.0032528322917258407 0.012366727342565291 5.1062926022394744e-05 0.014196198344216523 -0.012827773167270842 -0.0046125813336136872 0.0011157000754467086 0.022576050405746735 0.023344089145857998 -0.0015143369792002396 -0.010047400614016763 0.0023479215365481598 -0.014417658600419013 -0.0031399632614512764 0.005177527736755296 -0.018296709840846661
leaf_weight=115.48247694969177 15.274157494306566 17.600033223628998 18.705009743571285 201.95285168290138 13.522708132863043 7.5233895629644376 7.6424389183521262 116.35984814167023 383.62617798149586 34.418542012572289 68.260680139064789 19.509084269404411 417.90572617948055 59.820514306426048 43.008267916738987 66.99865785241127 53.351619854569435 11.290920644998549 20.917464360594749 75.682377591729164 22.503019168972969 784.17008090764284 9.4691620171070081 155.84857954829931 44.227351479232311 7.7291672676801682
leaf_count=672 67 89 108 1149 66 45 46 582 1739 147 281 83 1911 274 218 311 246 49 88 367 102 3561 61 940 227 46
internal_value=-0.000158922 -0.00235512 -0.00381292 -0.000720247 0.00283796 -0.00675388 0.011127 0.00435065 0.000598328 -0.000796061 0.00491966 -0.00181315 -0.0021583 0.00181371 -0.00294928 0.00253115 0.00802985 0.00895569 0.0130623 -0.00561389 -4.46132e-05 0.00180003 0.00244165 -0.00589196 -0.00198823 -0.0220862
internal_weight=2792.8 716.063 559.111 272.528 156.952 286.584 26.3474 143.429 2076.74 967.141 146.1 821.041 801.532 1109.6 145.256 964.341 113.172 26.5651 55.336 118.691 90.7637 851.169 125.829 271.331 246.18 15.2526
internal_count=13475 4031 3233 1530 798 1703 154 732 9444 4351 618 3733 3650 5093 701 4392 520 116 235 585 383 3872 643 1612 1376 91
is_linear=0
shrinkage=0.0201179


Tree=119
num_leaves=20
num_cat=0
split_feature=41 86 137 31 29 10 1 38 130 103 30 31 102 26 111 26 11 29 145
split_gain=11.4519 9.20303 10.4405 10.9815 11.4023 9.91467 9.23923 12.9313 8.92394 8.59385 7.88884 10.7501 7.65667 6.5412 7.53555 7.47102 6.64255 6.50064 2.09193
threshold=2.2750000000000004 3.4246212121212127 7.2500000000000009 0.10597147950089121 6.9500000000000011 0.84523809523809534 1630.1293198904202 0.25180255995355777 1.1835000000000002 0.8175 0.22508278145695368 0.12233560090702947 1.1015000000000004 0.45816666666666667 13.15 0.47050000000000003 0.34523809523809529 6.1833333333333345 0.21025000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 9 -8 -3 -1 11 -10 -12 14 18 -15 -17 -18 -2
right_child=13 8 3 4 -6 -7 7 -9 10 -11 12 -13 -14 15 -16 16 17 -19 -20
leaf_value=-0.0012701017466630526 -0.019529934167938023 0.01721256107113902 6.1048868566710614e-06 -0.00020733932080337487 -0.018234816837061945 0.0095143343752812481 -0.0060829976923637997 0.0067487034004143007 -0.0098455982493993299 -0.0049745164310688464 0.0051718546754903711 0.011200780788033562 -0.017454712804972527 0.018069898582315599 0.0053985398186511295 -0.0116103709931916 0.0024679879307480702 0.011605432664189402 -0.0069689503503967878
leaf_weight=536.4892391115427 10.809028580784799 20.011165782809258 84.776644818484783 824.90321872383356 14.448687463998793 93.164956539869308 47.814356356859207 94.821023009717464 12.739599764347075 480.45997752994299 10.959699720144274 42.892330467700958 13.518755361437796 13.25739513337612 14.709971472620962 12.674535557627676 418.4240974932909 34.078724250197411 10.661632046103476
leaf_count=2762 46 82 445 4086 67 466 215 473 53 2410 45 177 55 55 62 53 1738 140 45
internal_value=-0.000155905 -0.000768473 -0.00104277 0.000444718 -0.000517675 0.00498437 -0.00234773 0.0024472 0.00519527 -0.00302027 0.00219331 0.00638107 -0.00732387 0.00255449 -0.00569333 0.00317823 0.00275381 0.00315616 -0.0132929
internal_weight=2791.62 2277 2176.88 1017.29 839.352 177.942 1159.58 142.635 100.122 1016.95 80.1104 55.6319 24.4785 514.615 36.1806 478.435 465.177 452.503 21.4707
internal_count=13475 11336 10924 5064 4153 911 5860 688 412 5172 330 230 100 2139 153 1986 1931 1878 91
is_linear=0
shrinkage=0.0201179


Tree=120
num_leaves=27
num_cat=0
split_feature=54 93 127 111 101 97 94 148 11 89 91 106 114 24 54 7 103 142 133 146 91 127 141 91 135 56
split_gain=10.9401 8.87403 13.9078 13.2068 15.009 14.1312 11.0173 9.6139 11.187 8.54135 12.0896 13.1064 10.2973 8.79653 8.65993 8.4329 8.31381 7.72465 7.5878 7.28108 6.3851 6.22691 9.27502 6.16191 6.07226 4.22274
threshold=1.3950000000000002 15.900000000000002 1.9500000000000002 1.0000000180025095e-35 1.7750000000000001 5.5000000000000009 14.550000000000002 0.27856974973686094 0.7238095238095239 0.63000000000000012 -0.027083333333333248 0.95450000000000013 1.6335000000000004 0.81666666666666676 1.4950000000000003 43.443602219474322 1.8755000000000002 -1.4049999999999996 3.3540000000000005 0.011350000000000001 -0.40958333333333324 1.1835000000000002 0.72850000000000004 -0.085416666666666641 0.18900000000000003 2.1450000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 18 6 -6 -5 17 -9 10 12 13 23 -12 -14 20 21 -3 19 -1 -4 22 -11 -2 -23 -13
right_child=9 2 15 4 5 -7 -8 8 -10 16 11 25 14 -15 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27
leaf_value=0.0004859388569818776 0.00067644423387068389 0.010225007963778322 -0.024076703057420011 -0.0097392081948651597 -0.0023791406722758336 0.011124195287246647 -0.0031077563989284703 0.018260224187023943 0.0036555106029336542 0.014027339091456177 0.0003767165121896102 0.026004000452624913 -0.028428987321615438 0.0065555020529859736 -0.00456123252768362 0.010062901520890136 -0.0067948538545326504 0.00027808055463926566 0.014788669125062845 -0.013573255114695327 -0.0067072561862073507 0.0092132244187526149 -0.012138499763752142 -0.013219364170696879 0.022720824214369981 0.0087490780720006506
leaf_weight=498.74135260283947 90.909080669283867 33.014766648411751 9.6919696331024152 177.35107935220003 113.11571548134089 43.400674790143967 236.76657810807228 26.48393526673317 106.95693460851908 10.655914053320886 328.44125424325466 11.922103539109232 11.553345412015917 130.23259703814983 13.163364946842192 10.935992196202276 13.97931396961212 736.60744185745716 14.568773120641707 15.368051692843435 73.737063065171242 49.527048036456108 11.29412993788719 15.054145708680151 18.503482192754745 11.073804169893263
leaf_count=2452 379 160 46 973 577 215 1288 145 559 45 1371 50 49 538 54 49 59 3627 62 71 351 206 47 63 77 46
internal_value=0.000160488 -0.00057281 0.000801196 -0.00181948 -0.00394193 0.00136518 -0.00594778 0.00156913 0.00655416 0.00230696 0.00140178 0.00287417 -0.00402518 0.00213109 -0.0157181 -0.00654773 0.00763864 0.000704787 0.000471395 6.56585e-05 -0.00872516 0.00988109 0.000563694 -0.00129766 0.0128872 0.0176951
internal_weight=2813.05 2096.74 997.428 1099.31 570.634 156.516 414.118 903.063 133.441 716.31 612.35 481.67 130.68 458.674 24.7167 94.365 103.96 769.622 528.678 514.109 83.429 89.9806 21.95 105.963 68.0305 22.9959
internal_count=13559 10575 4937 5638 3053 792 2261 4491 704 2984 2550 2005 545 1909 103 446 434 3787 2585 2523 397 375 92 442 283 96
is_linear=0
shrinkage=0.0201179


Tree=121
num_leaves=21
num_cat=0
split_feature=56 2 111 86 92 133 31 122 39 31 110 22 80 145 31 93 8 27 5 42
split_gain=10.6284 11.5545 9.84861 9.56713 10.9909 8.9744 9.77134 9.92621 8.92921 8.37539 7.59734 8.22337 7.51445 7.85859 7.28406 7.27798 7.26369 7.03405 4.51549 4.06342
threshold=2.1350000000000002 -366.27857101792557 9.2500000000000018 3.4178433889602058 -0.74749999999999983 1.6125000000000003 0.15412895927601808 1.8480000000000003 0.72707923990817025 0.28317610062893089 8.5500000000000025 0.2678571428571429 0.057032289462169657 0.47085000000000005 0.14982993197278913 17.550000000000004 0.79285714285714304 0.53845238095238102 1503.6726900511048 3.2350000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 16 6 18 -8 -6 15 11 14 13 -7 -2 -5 -3 -13 -4 -12
right_child=2 3 5 9 8 12 7 -9 -10 -11 19 17 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.018675779949414821 -0.012377928430840287 0.0013224800041006721 0.02050982032946827 0.0031060229821836013 -0.00048224574302352098 0.015070295115184205 -0.010884979948059764 0.007580785192208752 -0.015647169392857537 -0.0070529165858559196 -0.018845227160645989 0.0025534035980142146 0.023347494435031885 -0.0021074713785120161 0.00047935839329184526 0.014985729028674609 -0.020074791605163636 0.013158002788081513 0.0037367040286976788 -0.001598927813894588
leaf_weight=12.81831309199333 25.084122180938721 9.5675855278968829 13.735714673995973 49.455862447619438 2214.8051916286349 27.891488954424858 26.699422717094421 21.086705669760704 15.826673611998556 17.783994421362877 11.24363122880459 158.75008483231068 19.550906419754028 17.567297533154488 61.694453090429306 36.115278080105782 19.520358450710773 30.118757471442223 12.326817065477369 10.881241306662558
leaf_count=55 103 48 58 205 11050 115 114 87 66 73 47 658 83 73 256 149 95 127 52 45
internal_value=0.000157191 -0.000372972 0.00304205 -0.000476304 -0.000750069 0.00746661 0.00266786 -0.00273639 -0.000589847 0.00550912 0.000978752 0.00188918 0.0129177 0.00843189 -0.00323707 0.00811994 -0.0130366 0.00424455 0.0125769 -0.0103637
internal_weight=2812.52 2375.89 436.631 2363.07 2259.72 138.858 73.8487 47.7861 2230.63 103.355 297.772 275.647 65.0097 45.4588 86.7786 85.5711 29.0879 188.869 26.0625 22.1249
internal_count=13559 11741 1818 11686 11259 582 311 201 11116 427 1236 1144 271 188 359 354 143 785 110 92
is_linear=0
shrinkage=0.0201179


Tree=122
num_leaves=27
num_cat=0
split_feature=54 89 92 106 135 99 111 80 109 131 92 124 123 0 9 103 96 101 124 143 9 114 23 121 41 14
split_gain=10.2212 8.19294 9.25094 12.0317 8.89565 7.9823 12.9681 10.4531 13.9322 10.1236 10.0862 8.62675 8.34943 12.234 7.9743 7.92333 7.46034 8.3146 6.83455 8.70793 6.00837 5.99094 5.7083 5.36259 5.19912 3.2437
threshold=1.3950000000000002 0.63000000000000012 0.29875000000000002 0.95450000000000013 -1.0000000180025095e-35 0.75595238095238104 2.7500000000000004 0.091836020687557016 1.0000000180025095e-35 0.81650000000000011 0.58625000000000005 2.9000000000000004 1.9045000000000003 1392.4872438660902 2.9666666666666672 1.8755000000000002 2.5000000000000004 1.7750000000000001 0.90000000000000013 0.89050000000000018 1.1083333333333336 1.3165000000000002 2.6333333333333337 1.7890000000000004 1.7650000000000003 0.90000000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 14 -5 7 12 10 24 -10 11 -1 13 -7 -2 18 17 -8 -3 -20 -12 25 -14 -18 -9 -4
right_child=1 15 21 4 -6 6 16 8 9 -11 20 -13 22 -15 -16 -17 23 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0011340396414624657 0.00075924814261613658 -0.0032326693640133439 0.0029442538216753094 0.0025118767372280708 0.026372826868670589 0.016342046152748417 -0.015933355491095331 -0.011930439030015018 -0.00046377536341597145 0.010177757634362818 0.0015316554467145157 0.0076494595813816979 -0.0045589809055439469 -0.00010913564336319424 0.010209980674898787 -0.00665411631838091 -0.0026343274642616973 0.0042322231582379343 0.015217401286541031 -0.0024875738227026758 0.018471374323226829 -0.017389098501200056 -0.022909225531475865 -0.011595577847768676 0.00041494422693133526 -0.0092001092707303424
leaf_weight=1130.9567587301135 496.48473933339119 14.094126626849173 20.36959245800972 11.544132873415949 13.985439985990523 19.325974553823471 46.834403455257416 22.379632443189621 51.308981351554394 122.71280989050865 16.300383850932121 47.142344012856483 25.005966633558273 343.0451730042696 38.971463084220886 13.960803061723707 165.10302793234587 10.050649315118788 62.262697786092758 13.719994828104971 17.65317776799202 15.27150523662567 9.456060439348219 32.318701893091202 36.038431510329247 15.809574112296103
leaf_count=5490 2067 59 85 48 58 100 267 145 309 691 75 211 119 1778 162 59 857 52 259 57 80 64 44 158 199 66
internal_value=0.000154015 0.00222833 0.00134164 0.00209044 0.0155835 -0.000555167 -0.00240448 0.000278449 0.00418643 0.00704014 -0.000470993 -0.000782556 -0.000131675 0.00076822 0.0014471 0.00744795 -0.00595104 -0.0123703 0.00963367 0.0120204 0.0103392 -0.00682274 -0.00959434 -0.00410136 -0.00431438 -0.00236239
internal_weight=2812.11 716.474 612.436 560.986 25.5296 2095.63 651.14 1444.49 232.44 174.022 1212.05 1178.1 396.833 362.371 535.456 104.038 254.307 56.8851 90.0768 75.9827 33.9536 51.4507 34.462 197.422 58.4181 36.1792
internal_count=13559 2984 2550 2335 106 10575 3375 7200 1344 1000 5856 5701 2041 1878 2229 434 1334 319 375 316 155 215 163 1015 344 151
is_linear=0
shrinkage=0.0201179


Tree=123
num_leaves=23
num_cat=0
split_feature=150 110 105 37 94 85 53 98 37 54 14 96 136 147 0 41 27 55 14 38 6 52
split_gain=9.86698 10.1365 9.89739 8.60322 7.73603 14.6967 11.042 11.8903 9.4311 9.12995 8.96882 9.7878 8.14812 10.8749 9.77154 7.977 6.68735 6.99375 15.4468 8.11852 6.64878 6.22249
threshold=0.46585999493613611 3.8500000000000001 0.69850000000000001 0.63155718981577003 22.050000000000004 -0.024355716878402846 1.8350000000000002 0.74456521739130443 0.29926245326229717 1.385 0.29166666666666669 3.5000000000000004 3.4500000000000006 0.40573489010989011 1496.8735549956375 2.5950000000000002 0.62050000000000016 1.655 0.55000000000000016 0.32271477793075065 1471.8367772010927 2.0250000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 21 5 10 7 15 9 -7 -2 -12 14 -14 -8 -6 17 18 -3 -19 -10 -1
right_child=4 16 -4 -5 6 8 12 -9 20 -11 11 -13 13 -15 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.0050581801404131054 0.014741132868215497 0.012670014267463428 0.020381289075122929 0.019213968885706582 0.015637726781609514 -0.0059811096648013503 0.026049230431725481 -0.0060025398484948233 0.0066041103998689009 0.0028305368214614534 -0.0072901798753777971 -0.00051341416922689282 0.012804318038425988 -0.00047021244666625429 0.0037734258190015692 -0.00038869058786272358 0.011813123561188939 -0.0020250713157389873 -0.015812913787422816 -0.017418319871634929 0.0010393507950177212 -0.0065059231781022997
leaf_weight=29.950614012777805 10.377472907304762 8.9168027937412244 10.581715680658816 8.371027931571005 61.452365934848785 145.77138288319111 11.130499064922331 17.506658151745796 93.000280380249023 70.657050788402557 191.51272708177567 156.95585651695728 26.873010337352753 354.11749512702227 28.07243911921978 15.801062554121016 8.3299040719866735 114.38793066889048 56.742270037531853 15.780187644064425 1324.6784712225199 50.729341804981232
leaf_count=194 53 47 60 42 265 720 54 78 429 294 958 733 127 1662 128 64 48 692 296 115 6206 294
internal_value=0.000150846 -0.00327335 0.00198702 -0.000198649 0.000565632 -2.32947e-06 0.00276375 0.00896722 0.000807242 -0.00310435 -0.00368896 -0.00423784 0.00136475 0.000466083 0.0100982 0.0123597 -0.00584055 -0.00659153 -0.0119447 -0.00389124 0.00140441 -0.00221292
internal_weight=2811.7 303.79 99.6327 89.051 2507.91 1992.95 514.954 94.7601 1634.11 216.428 358.846 348.469 420.193 380.991 39.2029 77.2534 204.157 195.827 65.6591 130.168 1417.68 80.68
internal_count=13559 1788 590 530 11771 9393 2378 407 7649 1014 1744 1691 1971 1789 182 329 1198 1150 343 807 6635 488
is_linear=0
shrinkage=0.0201179


Tree=124
num_leaves=13
num_cat=0
split_feature=126 86 105 55 85 50 133 31 141 34 92 29
split_gain=9.92522 9.02526 10.8585 9.83524 9.71769 8.65288 8.45336 7.81465 7.47298 6.89983 6.8472 5.16389
threshold=3.4365000000000001 3.4178433889602058 0.64550000000000007 1.5650000000000002 0.81214285714285717 1.5050000000000001 3.0500000000000003 0.19665125402830316 0.35950000000000004 1.7150000000000001 -0.74749999999999983 2.9500000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 9 5 10 -7 8 -3 -4 -1 -9
right_child=-2 2 3 -5 -6 6 -8 11 -10 -11 -12 -13
leaf_value=-0.010085616569813874 0.01386497195214423 0.00042978170054932912 0.0080560496151464208 -0.002521676901934364 -0.020816267324556915 0.0020241619609676141 0.014730606285158869 0.0014195941119355448 0.016615094065086704 0.027719718871184382 -0.00044793062945063986 -0.013117472591021674
leaf_weight=30.229898698627949 21.187751278281212 29.962526366114616 12.135595351457598 10.944233998656271 9.2292822152376157 311.66522750258446 22.736899256706238 21.228582933545113 18.784490153193474 17.843182578682899 2286.7605037763715 18.51447457075119
leaf_count=149 89 124 50 46 45 1270 95 86 78 73 11378 76
internal_value=0.000147725 4.35522e-05 0.00523167 0.0138009 -0.000208796 -0.00013706 0.00288813 0.00126866 0.00666689 0.01976 -0.000573677 -0.00535238
internal_weight=2811.22 2790.03 129.413 40.923 2660.62 2651.39 334.402 88.4901 48.747 29.9788 2316.99 39.7431
internal_count=13559 13470 533 169 12937 12892 1365 364 202 123 11527 162
is_linear=0
shrinkage=0.0201179


Tree=125
num_leaves=19
num_cat=0
split_feature=35 96 86 149 91 103 28 41 34 132 110 53 85 28 41 37 30 97
split_gain=12.8369 10.0091 9.62515 11.4215 17.3616 10.8464 9.05431 9.0498 8.79389 8.32601 8.89882 7.88369 7.88116 7.34294 9.93813 7.2306 6.01321 3.97593
threshold=3.4250000000000003 3.5000000000000004 3.1026315789473689 0.61434823896303536 -0.3199999999999999 1.9515000000000002 2.4142857142857146 3.4850000000000008 4.5050000000000008 1.4365000000000003 1.0000000180025095e-35 2.5250000000000004 0.0045014245014244007 7.4722222222222232 3.2350000000000008 0.42023362312095464 0.19933774834437087 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 -4 6 -3 11 9 10 -1 13 -11 14 -2 -7 -15 -13
right_child=7 2 3 -5 -6 15 -8 -9 -10 12 -12 17 -14 16 -16 -17 -18 -19
leaf_value=-0.0018208827444444703 0.0010302186670391681 -0.012184350951940492 -0.012027186848415699 -0.0092233017680645457 0.016065503586729635 -0.0059181586338595818 0.00013394524428712349 0.016574333722809375 0.016280199829937829 -0.0022155518070392671 -0.0066854987026055456 -0.021763703787632958 0.0059300714048206825 0.0025415196116055838 -0.01743145024894226 -0.025574852361032449 0.022191217519082103 -0.0042545033623919062
leaf_weight=255.07194859534502 922.2742145806551 25.017359711229801 10.966171398758886 14.40547503530979 47.332701370120049 27.568113528192043 696.5871767103672 14.963503807783125 9.3104779571294767 276.75055430084467 377.36729937046766 8.6003005951643008 58.179524011909962 13.412507399916651 11.954130023717878 10.4436719417572 11.893148407340048 13.473250672221182
leaf_count=1322 3949 126 46 60 198 130 3518 70 52 1354 2106 48 279 56 50 50 49 74
internal_value=-0.000786555 -0.00179659 -0.00017555 0.00681734 0.0107811 -0.000844864 -0.000293109 0.00104688 -0.00317803 -0.00336531 -0.00472354 0.000810175 -0.000800582 0.00108364 0.00079398 -0.011319 0.0117768 -0.0110768
internal_weight=2805.57 1809 832.321 72.7043 58.2989 759.616 721.605 996.571 976.68 967.369 632.439 981.608 334.93 959.534 934.228 38.0118 25.3057 22.0736
internal_count=13537 9241 4128 304 244 3824 3644 4296 5113 5061 3428 4226 1633 4104 3999 180 105 122
is_linear=0
shrinkage=0.0201179


Tree=126
num_leaves=29
num_cat=0
split_feature=35 93 127 104 29 134 55 137 145 39 137 28 2 131 93 125 131 132 142 135 36 40 30 145 12 145 35 104
split_gain=12.3367 9.23537 11.8257 10.9026 9.05964 9.05149 8.42161 10.1957 9.07482 9.17478 8.66705 9.89014 9.40603 8.31854 8.03412 7.9647 7.96216 10.165 7.65763 10.0455 7.60985 6.05939 5.17516 5.88116 4.71906 4.22802 4.14039 3.74577
threshold=3.4250000000000003 15.900000000000002 2.1340000000000003 0.64150000000000007 1.1055555555555558 0.18900000000000003 1.1650000000000003 14.850000000000003 0.19905000000000003 0.31409412172849244 10.050000000000002 3.3541666666666674 111.88422155837533 1.7640000000000002 12.900000000000002 1.6335000000000004 1.5855000000000004 1.2930000000000004 0.53450000000000009 -0.27099999999999996 4.2150000000000007 2.0750000000000006 0.26794918998527245 0.61190000000000011 0.22500000000000003 0.21645000000000003 3.8950000000000005 0.53650000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 18 -3 -6 8 10 9 -2 12 -12 -8 14 -9 -15 21 -18 20 -20 -1 -5 23 -10 -24 -4 -11 -27
right_child=6 2 25 16 5 -7 7 13 22 26 11 -13 -14 15 -16 -17 17 -19 19 -21 -22 -23 24 -25 -26 27 -28 -29
leaf_value=-0.0030369508047612538 -0.012632681074615156 -0.02168384334795382 -0.0036051632448642883 -8.6173556177271708e-05 0.0018397712944289784 -0.0026660828011476905 -0.0015836738737810196 -0.011971996347646017 0.023293747654734874 -0.0040141189981053446 0.017987847193905698 0.0034730042665404009 0.0038122827150185489 -0.0039785296727890117 -0.0021715812832876712 0.017276558842873508 -0.010638401924327938 0.012008065366133823 -0.011028188221273084 0.0024154892541655782 -0.015549153323515842 -0.012823201047045011 0.010033377182742248 0.0064472897168721876 -0.0051195406723440464 -0.024341024842921506 0.0097275610285660688 -0.0078606231074034461
leaf_weight=534.73849489539862 17.002047672867775 7.5751042366027823 17.727854758501053 18.010256573557854 571.33401967585087 263.73004683852196 368.43009592592716 56.866372630000114 19.773904368281364 13.463401153683661 23.325618892908096 102.45419707894325 202.67090208828449 15.605500981211664 83.66486619412899 13.145175471901892 16.182871326804161 15.906459197401999 25.350475274026394 199.76520189642906 20.424857303500175 94.127838425338268 27.629228383302689 14.567155554890631 11.900466829538344 12.114492520689966 26.030457809567451 10.354071691632269
leaf_count=2803 70 35 81 89 2848 1312 1601 247 82 55 100 440 881 66 365 55 85 78 126 1034 120 521 115 60 49 59 110 50
internal_value=-0.00077126 -0.00176216 -0.0002905 -0.00316748 0.000218035 0.000416723 0.00102586 0.000308358 0.00579293 -0.000276347 0.00138413 0.00616481 0.000331217 -0.00412023 -0.0061374 0.00573932 -0.00824901 0.00058707 -0.00222819 0.000901551 -0.0034973 -0.0107776 0.0104348 0.0161479 0.00547139 -0.0109511 0.00504286 -0.0167468
internal_weight=2803.87 1807.34 882.836 924.506 842.639 835.064 996.529 866.163 130.367 56.4959 696.881 125.78 571.101 169.282 140.531 28.7507 144.227 32.0893 780.279 225.116 555.163 112.138 73.8708 34.3411 39.5297 40.1964 39.4939 22.4686
internal_count=13537 9241 4385 4856 4195 4160 4296 3755 541 235 3022 540 2482 733 612 121 773 163 4083 1160 2923 610 306 142 164 190 165 109
is_linear=0
shrinkage=0.0201179


Tree=127
num_leaves=28
num_cat=0
split_feature=35 93 127 104 5 86 40 142 123 55 137 145 37 137 2 126 35 1 144 47 27 30 145 8 121 137 145
split_gain=11.8549 8.88999 11.4031 10.5434 10.1061 9.92412 9.55889 9.48755 9.04621 8.09559 9.79572 8.72482 8.32803 8.31177 9.02751 8.08447 7.97977 7.49208 10.7096 6.90915 6.75638 4.97847 5.66809 4.78268 4.24849 3.65671 2.7926
threshold=3.4250000000000003 15.900000000000002 2.1340000000000003 0.64150000000000007 1517.4412468527166 3.1026315789473689 2.0750000000000006 1.7355000000000003 0.87850000000000017 1.1650000000000003 14.850000000000003 0.19905000000000003 0.38310630053723299 10.050000000000002 111.88422155837533 1.1055000000000004 3.4950000000000006 1532.922762913744 0.00015000000000000004 1.6150000000000004 0.54211111111111121 0.26794918998527245 0.61190000000000011 1.4476190476190478 2.3875000000000006 8.0500000000000025 0.17485000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 17 6 7 -5 -3 -7 11 13 12 26 14 -11 -15 -12 20 -19 -18 -1 22 -13 25 -23 -4 -2
right_child=9 2 23 4 -6 8 -8 -9 -10 10 16 21 -14 15 -16 -17 19 18 -20 -21 -22 24 -24 -25 -26 -27 -28
leaf_value=-0.0046557366521062325 0.00060907775010581716 7.8534533100210569e-06 -0.024351736746992144 0.0073661679277471966 -0.025555942332702 0.022390844649188824 -0.0086109345183552552 -0.011025854549771992 0.0039831317751984757 -0.001552280433242882 0.008003110986883423 0.022868160808400297 -0.010063890587389053 -0.0020732737510948313 0.0037331795913415023 0.0092403905141435882 -0.0044524281524013143 -0.0022960422692034203 0.0057705971210305837 -0.021560965784148622 0.0028450296452807739 0.00090191294902217914 0.0063207538169798849 -0.002486372088661609 0.015119227360863475 -0.0084723690949727089 0.012052760113130822
leaf_weight=416.36575854569674 18.936877891421318 735.45740274339914 12.039287105202677 17.482491016387939 12.298471361398695 13.122654467821119 113.85187371075153 32.954219698905945 61.193288177251816 368.3204387575388 19.672932490706444 19.73706316947937 21.661908596754074 35.666628554463387 202.80030032992363 90.229102566838264 139.19147279858589 210.72299986332655 97.401256658136845 10.257853806018828 55.02565361559391 27.093603357672691 14.559924125671385 16.536291867494583 12.400884732604025 11.456433415412901 15.860224038362501
leaf_count=2188 79 3724 59 85 68 55 620 160 256 1601 88 82 89 157 881 383 592 1096 496 53 303 112 60 75 52 56 67
internal_value=-0.000756252 -0.0017282 -0.000284745 -0.00310849 -0.00811717 0.000213596 -0.0064841 -0.000465331 0.00723366 0.00100535 0.000302122 0.00568158 -0.000270904 0.001356 0.000324531 0.00603514 -0.00404125 -0.00218559 0.000253882 -0.00562677 -0.00378015 0.010236 0.0158436 -0.0107757 0.0053662 -0.0166093 0.00582523
internal_weight=2802.3 1805.91 882.76 923.149 143.633 842.728 131.334 768.412 74.3159 996.389 866.139 130.25 56.459 697.016 571.121 125.896 169.122 779.516 308.124 149.449 471.391 73.7915 34.297 40.032 39.4945 23.4957 34.7971
internal_count=13537 9241 4385 4856 773 4195 705 3884 311 4296 3755 541 235 3022 2482 540 733 4083 1592 645 2491 306 142 190 164 115 146
is_linear=0
shrinkage=0.0201179


Tree=128
num_leaves=18
num_cat=0
split_feature=35 31 132 123 93 104 86 34 130 11 136 23 146 131 40 37 131
split_gain=11.3924 9.02463 10.2875 9.7996 8.13271 10.9472 9.58469 7.77934 14.0331 8.35343 11.9624 8.99192 7.60967 7.08755 6.96374 5.83786 4.9397
threshold=3.4250000000000003 0.65933268858800786 2.7890000000000001 1.2565000000000002 15.900000000000002 0.64150000000000007 3.0919661733615227 10.350000000000003 1.2360000000000002 1.6904761904761907 27.150000000000002 4.366666666666668 0.021150000000000006 0.41450000000000004 2.0250000000000004 0.39576575682501763 1.2930000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -6 9 -9 10 11 -2 13 -11 -12 16 -3
right_child=7 15 3 -5 6 -7 -8 8 -10 12 14 -13 -14 -15 -16 -17 -18
leaf_value=-0.0020894777042960613 -0.00084501000661329898 -0.01673329612377894 -0.0025710626658714654 0.020740855018615636 -0.00098891236095487341 -0.0082365131872133967 0.0063339751185819727 0.027681673401554169 -0.0041914309547859746 -0.01142875896158663 -0.0044178578140624007 0.0080786746987504959 -0.01256105845082685 0.0040329417929657477 -0.02154131198122268 -0.024351998708919916 0.0026250524497479079
leaf_weight=743.65673648566008 496.76730734109879 9.7968050912022608 13.240631461143495 16.26019461452961 780.00144663453102 139.20717862993479 79.734708994626999 11.89058566093445 10.551499769091604 12.409797519445418 23.372024729847908 50.331689774990082 12.299132004380224 362.2946413308382 16.328749358654022 10.743554741144179 11.712510198354719
leaf_count=3927 2173 46 62 70 3947 754 335 50 46 53 101 211 52 1540 70 51 49
internal_value=-0.000741567 -0.001695 -0.00150305 0.0102777 -0.00170249 -0.00305873 -0.000309755 0.000985233 0.0126957 0.000715347 -0.000797827 -2.40405e-05 0.00300974 0.00352085 -0.0114609 -0.0122412 -0.00619173
internal_weight=2800.6 1804.35 1772.1 29.5008 1742.6 882.864 859.736 996.245 22.4421 973.803 586.8 547.099 387.004 374.704 39.7008 32.2529 21.5093
internal_count=13537 9241 9095 132 8963 4681 4282 4296 96 4200 2555 2384 1645 1593 171 146 95
is_linear=0
shrinkage=0.0201179


Tree=129
num_leaves=22
num_cat=0
split_feature=41 137 3 134 41 137 148 125 132 29 96 104 104 10 145 135 102 119 125 125 78
split_gain=10.9973 8.76566 8.78461 13.8522 8.61413 8.46505 9.28078 8.13752 7.92133 11.8795 8.14937 8.64948 12.064 8.4791 11.2228 8.20673 6.69398 6.18672 6.16901 3.6906 3.52037
threshold=2.2050000000000005 14.65 1481.0998640132495 -1.0000000180025095e-35 3.4850000000000008 10.15 0.27064914705796966 0.90000000000000013 2.6835000000000004 5.8452380952380958 3.5000000000000004 1.5845000000000002 0.63750000000000007 1.8619047619047622 0.9668000000000001 0.42700000000000005 1.8055000000000001 1.1000000000000003 1.5500000000000003 1.5500000000000003 1.2583333333333335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 6 -2 -7 10 17 11 12 -1 15 -15 -12 18 -10 -4 -5 -19
right_child=1 2 16 19 -6 7 -8 -9 9 -11 13 -13 -14 14 -16 -17 -18 20 -20 -21 -22
leaf_value=-0.0021188446320269255 0.0018394259229827373 0.019787932762076063 -0.014821175818192426 -0.013512815510770678 0.01963677817333687 0.02136224936895648 -0.0093934082614304856 0.0051300796976008149 -0.012480353511151499 0.021176234956616687 0.00041325213132573048 0.015710642858389589 -0.008149778018205751 -0.0043564407721679837 0.017550304342324692 0.011602975711475859 0.0079495610458217708 -0.001593137201601637 -0.0037031275309205654 0.0027736782829951394 0.014430017156589078
leaf_weight=944.0749725997448 409.40037970244884 15.287372216582297 35.411063134670258 10.791858032345774 11.749180331826208 14.611261099576948 32.10367938876152 86.517631784081459 11.062486328184603 15.411212027072905 679.1035904660821 10.116734527051447 156.49568020552397 236.90974198281765 9.8584976196289045 27.605923101305962 11.429158389568327 11.827784240245821 47.023500442504883 11.774938285350798 10.453714072704313
leaf_count=4853 1708 64 149 45 55 61 140 360 51 69 3397 50 843 1122 45 136 47 51 197 49 45
internal_value=-0.000727105 0.00148583 -0.00317927 0.00500175 0.00259424 0.00222522 0.00102262 0.00747541 -0.00144568 0.00656925 -0.001635 -0.0028062 -0.00297642 -0.000270682 -0.00348123 0.000850363 -0.00647866 -0.000181734 -0.00847915 -0.00501451 0.00592406
internal_weight=2799.02 686.1 131.718 37.8542 554.382 542.633 441.504 101.129 2112.92 48.7552 2064.17 1110.69 1100.57 953.478 246.768 706.71 93.8637 33.344 82.4346 22.5668 22.2815
internal_count=13537 2875 551 158 2324 2269 1848 421 10662 216 10446 5746 5696 4700 1167 3533 393 147 346 94 96
is_linear=0
shrinkage=0.0201179


Tree=130
num_leaves=18
num_cat=0
split_feature=6 145 45 145 149 105 95 49 134 136 106 1 109 148 89 142 134
split_gain=11.3896 9.80427 9.90373 9.66339 9.38971 6.74265 6.84845 6.62906 6.13657 5.88186 6.39627 5.58383 5.49773 5.1204 4.96817 3.76535 1.58973
threshold=1474.1267380539837 0.98895000000000011 1.3550000000000002 0.99645000000000017 0.61434823896303536 1.9025000000000001 -3.75 4.4350000000000014 -0.41099999999999998 21.750000000000004 0.76350000000000018 1468.6830253754258 1.0000000180025095e-35 0.25163144129939685 0.030000000000000002 0.56450000000000011 0.094500000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 13 8 7 -7 -2 -1 10 -10 12 -4 -3 -5 -13 -6
right_child=1 3 11 14 16 6 -8 -9 9 -11 -12 15 -14 -15 -16 -17 -18
leaf_value=0.015492003271803188 -0.00021054192170825561 0.030138647799097192 -0.011591563640904934 0.0099714049144801441 0.021887427229344919 -0.0020917829145349742 0.019070456545184408 0.01360455322005379 -0.0038099039709906159 0.01547804797568083 0.0066640156608247245 -0.015717222767473005 0.013591091414735183 0.0096953551435270801 -0.0097806939586576672 -0.0024352143487650314 0.011925960400102969
leaf_weight=14.810782700777052 2512.9389659911394 9.7938737422227877 6.2856641933321935 10.332367345690729 12.195880711078646 10.595718786120417 14.880242191255091 14.136564590036867 62.267007201910019 11.286769166588781 37.998419731855392 31.389098636806011 7.9415485858917236 10.046930916607378 10.283225372433661 11.920653060078619 13.855786979198454
leaf_count=68 12016 44 45 48 54 49 68 95 294 53 179 237 57 53 50 86 61
internal_value=0.000244357 -6.31609e-05 -0.000215495 0.00976464 0.00559225 -2.94373e-05 0.0102686 -0.000133257 0.0033249 0.00170941 0.000159413 -0.00846956 0.00246474 0.019787 0.000118545 -0.0120616 0.0165896
internal_weight=2802.96 2650.54 2610.09 40.4564 152.415 2552.55 25.476 2527.08 126.363 111.552 100.265 57.537 14.2272 19.8408 20.6156 43.3098 26.0517
internal_count=13557 12848 12653 195 709 12228 117 12111 594 526 473 425 102 97 98 323 115
is_linear=0
shrinkage=0.0201179


Tree=131
num_leaves=19
num_cat=0
split_feature=6 145 45 145 149 27 28 85 134 27 141 27 27 29 148 89 34 137
split_gain=10.9293 9.387 9.56816 9.19866 9.04015 6.8791 8.65474 6.71001 5.86252 6.16927 6.87862 6.56261 4.88409 4.93433 4.85936 4.77017 3.68436 3.05192
threshold=1474.1267380539837 0.98895000000000011 1.3550000000000002 0.99645000000000017 0.61434823896303536 0.37563492063492065 4.8660714285714297 0.42848484848484841 -0.41099999999999998 0.50707142857142873 -0.20699999999999999 0.53050000000000008 0.48816666666666669 3.7888888888888892 0.25163144129939685 0.030000000000000002 2.5850000000000004 7.8500000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 14 8 6 -2 -7 -1 10 -10 -11 13 -4 -3 -5 -14 -6
right_child=1 3 12 15 17 7 -8 -9 9 11 -12 -13 16 -15 -16 -17 -18 -19
leaf_value=0.015122373947097163 -0.0010150837175459157 0.029318736757316378 -0.0084186906676491525 0.0097396131953906388 0.024057857056013324 0.00024318756524866402 -0.019267266743446046 -0.0080792860318874855 0.00044618939843827976 -0.018041602330518838 0.012725745664579305 0.003187118799557668 -0.0090564096516061246 0.0095151738785931427 0.009460103473103762 -0.0096153702749541842 -0.024149143990506876 0.010174523052844947
leaf_weight=14.866970881819723 28.161744482815266 9.86448682844639 18.008111692965034 10.36511665582657 11.434479221701624 2467.7869655266404 16.78007547557354 39.841732338070869 61.688297852873802 11.830758392810823 26.3498225659132 11.74364998936653 19.987045876681808 9.4768378809094411 10.089191004633902 10.249938964843748 9.7364743798971158 14.585796341300009
leaf_count=68 144 44 137 48 50 11819 80 185 293 55 123 55 148 68 53 50 72 65
internal_value=0.000239398 -6.19441e-05 -0.000211222 0.00954091 0.00547657 -2.88566e-05 -0.00783013 0.000110955 0.00325481 0.00167397 0.00412155 -0.00746616 -0.00834802 -0.00223481 0.019278 0.000115838 -0.0140006 0.0162758
internal_weight=2802.85 2650.35 2609.78 40.5687 152.5 2552.57 44.9418 2507.63 126.479 111.613 88.0381 23.5744 57.2085 27.4849 19.9537 20.6151 29.7235 26.0203
internal_count=13557 12848 12653 195 709 12228 224 12004 594 526 416 110 425 205 97 98 220 115
is_linear=0
shrinkage=0.0201179


Tree=132
num_leaves=14
num_cat=0
split_feature=86 6 145 85 3 149 47 6 6 77 132 137 120
split_gain=10.6115 10.6734 9.31166 9.67849 8.9017 8.82633 8.4234 7.08062 7.07124 6.97571 5.88273 8.31682 4.30828
threshold=3.9115384615384619 1474.1267380539837 0.98895000000000011 0.3144322344322345 1482.7544235656464 0.61434823896303536 2.3550000000000004 1506.5260049766127 1487.5666163567491 1.4083333333333334 1.3875000000000002 24.050000000000004 1.8660000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 -4 10 -3 -2 -5 -6 11 -1 -7
right_child=7 2 4 8 9 12 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0031332280920140375 0.019447184354722376 3.6144508087467774e-06 0.025420135840928261 0.0070265871158728547 -0.004528298356342531 0.0088875578565902249 -0.0080403468720692175 0.00070440207174115557 -0.011914373882289955 0.015265745206641736 -0.0072848466313376473 0.022670732868255189 0.02544234109474609
leaf_weight=97.058311119675636 19.25142665207386 2468.0774999558926 10.420788452029226 9.6441753730177862 17.133029364049438 14.904886350035669 53.83732682466507 14.157827481627463 46.14273290336132 12.435846030712126 18.839778110384941 9.6997280269861204 11.103736549615858
leaf_count=461 80 11846 51 46 84 66 404 59 225 57 84 45 49
internal_value=0.000234538 9.85697e-05 -0.000202 -0.000351452 0.00943138 0.00528836 -0.000168104 0.0115048 -0.00863982 0.00379629 0.00307936 0.00490842 0.0159555
internal_weight=2802.71 2769.3 2617.69 2577.7 39.9897 151.606 2521.91 33.4093 55.7869 29.5689 125.598 106.758 26.0086
internal_count=13557 13418 12713 12521 192 705 12250 139 271 141 590 506 115
is_linear=0
shrinkage=0.0201179


Tree=133
num_leaves=15
num_cat=0
split_feature=86 1 145 89 99 143 145 22 126 21 0 9 1 148
split_gain=10.2054 9.24762 9.44767 8.87429 8.40629 9.13622 8.37079 7.84226 6.46553 5.68416 6.28487 4.85157 4.07124 3.91556
threshold=3.9115384615384619 1348.9356188958475 0.98895000000000011 0.05000000000000001 0.60990338164251223 -2.1894999999999993 0.99645000000000017 0.53571428571428581 0.58550000000000002 0.30785714285714288 1547.6384784975487 1.3095238095238098 1529.9253014132794 0.25163144129939685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -2 7 -6 13 -3 -1 -10 -11 -8 -5 -4
right_child=3 2 6 12 5 -7 11 -9 9 10 -12 -13 -14 -15
leaf_value=-0.0055566107344259914 0.025949086748154999 0.0017174056939963894 0.028155967804922952 0.012602519722986916 0.015249622205529658 -0.0013358405145081401 -0.0099744653733147056 -0.0040167828690167431 0.020241265294042438 0.001168224605993636 0.013972334994652644 0.0096789167215795922 -0.0046192929352682922 0.010279064273389689
leaf_weight=15.653799980878828 11.135932847857474 939.61868583410978 9.5164685845375079 11.051521480083467 13.558160528540609 1572.8582510054111 9.5387781560421008 107.58155513554811 13.965697497129439 40.251273542642593 25.248649716377258 10.884166494011877 11.170851856470106 10.357690788805483
leaf_count=72 48 4390 42 45 62 7816 46 524 66 186 109 51 46 54
internal_value=0.000229818 9.65644e-05 -0.000122711 0.0112908 -0.000270635 -0.00119409 0.0095447 0.00112831 0.0062607 0.00858867 0.00610402 0.000499215 0.00394505 0.0188396
internal_weight=2802.39 2769.03 2673.91 33.3583 2633.62 1586.42 40.2971 1047.2 95.1194 79.4656 65.4999 20.4229 22.2224 19.8742
internal_count=13557 13418 12985 139 12792 7878 193 4914 433 361 295 97 91 96
is_linear=0
shrinkage=0.0201179


Tree=134
num_leaves=14
num_cat=0
split_feature=86 145 45 145 99 22 86 27 136 77 148 34 127
split_gain=9.82239 8.63488 9.11464 7.96976 7.55171 7.52701 7.31874 5.64978 5.49726 4.65837 3.72036 3.46461 3.11747
threshold=3.9115384615384619 0.98895000000000011 1.3550000000000002 0.99645000000000017 0.60990338164251223 0.53571428571428581 2.633399701343953 0.4870714285714286 5.8500000000000005 1.3095238095238098 0.25163144129939685 2.5850000000000004 1.1055000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 -1 -6 8 -4 -5 -3 -9 -2
right_child=12 3 7 9 6 -7 -8 11 -10 -11 -12 -13 -14
leaf_value=0.001995073087447943 0.0030078657156641484 0.027405730431657008 -0.016094766380073757 -0.0098066799134152761 -0.0015748418587706184 -0.0036364771757087175 0.0014934379512116633 -0.0093303429754486786 0.0038950811675261192 0.0094546094323305109 0.010028160475275173 -0.024021315939802605 0.015780328104326617
leaf_weight=966.17437706887722 12.226319864392279 9.5796347856521624 7.6112956851720837 9.5071209520101565 1166.3466393873096 106.66105828434229 430.86913025379181 20.444243438541893 20.738514609634876 10.917881205677984 10.402786575257776 9.5256812125444394 21.058026105165482
leaf_count=4464 51 42 58 46 5863 513 1948 153 154 51 54 72 88
internal_value=0.000225199 9.46009e-05 -4.21207e-05 0.00932643 0.000129726 0.00143518 -0.00074713 -0.0079099 -0.00147151 0.000488799 0.0183594 -0.014 0.0110889
internal_weight=2802.06 2768.78 2728.37 40.4074 2670.05 1072.84 1597.22 58.3197 28.3498 20.425 19.9824 29.9699 33.2843
internal_count=13557 13418 13225 193 12788 4977 7811 437 212 97 96 225 139
is_linear=0
shrinkage=0.0201179


Tree=135
num_leaves=27
num_cat=0
split_feature=98 1 30 91 102 101 95 127 130 27 0 143 110 84 37 106 85 37 37 35 105 27 37 144 120 3
split_gain=11.0549 15.0204 11.3804 10.3159 10.5085 9.29908 11.0445 10.1035 9.29489 10.0596 9.22932 9.05574 12.2451 9.08119 8.43101 8.33209 8.25603 9.36431 6.22427 7.14549 5.83514 5.13355 4.49232 4.01733 3.31834 3.6286
threshold=0.68990384615384626 1422.9547199304145 0.17890457851946936 -0.48958333333333331 1.0215000000000003 1.2250000000000003 -9.7499999999999964 2.1180000000000008 1.0500000000000003 0.39881944444444445 1570.7981942539379 -0.47349999999999992 15.350000000000003 0.034017857142857051 0.30127479573322385 0.47750000000000009 -0.23503759398496235 0.48181480985965669 0.49761704196896855 3.2850000000000006 0.49650000000000005 0.44050000000000006 0.50083477155883205 -0.0018499999999999999 0.95000000000000007 1504.1571467552369
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 24 11 10 20 14 13 -13 -7 -3 -11 23 -18 19 -4 -10 -20 -9 -8 -2 -26
right_child=5 8 18 4 -6 7 16 22 9 15 -12 12 -14 -15 -16 -17 17 -19 21 -21 -22 -23 -24 -25 25 -27
leaf_value=-0.014402681181568787 -0.021711476450414404 -0.00060836961551429263 0.0087494474954113617 -0.00054349484965561968 0.010387884973423205 0.0075025369984636093 0.0011072443088707916 -0.017952041152928717 -0.017732192497725112 0.00651380665110287 -0.013413037682340218 0.00087340023118004579 -0.0092059319494622073 -0.0092529256582727006 0.0082597399798695834 -0.00032733161311532716 0.00064744882318616801 -0.0053042547917633645 0.018258343934469175 0.023680909400592101 -0.0024636738413308587 0.0030571363745924922 -0.0017487577116794947 -0.015423564499104746 -0.0015129876258229927 -0.01884845398868824
leaf_weight=13.741966322064398 14.266142323613165 64.182857424020767 27.870019152760506 89.230021864175797 59.209239855408669 116.94964118301868 7.5862495750188819 16.785532847046856 20.17585526406765 77.255517281591892 11.164555542171 395.75247087329626 55.640912398695946 14.741504788398741 133.9185292199254 1070.2989867925644 267.78590605407953 178.18691172450781 11.210945323109625 24.269078984856606 20.348598293960094 45.424403861165047 11.790653645992277 27.571968279778957 11.317178979516031 8.6021431088447553
leaf_count=64 80 317 129 443 273 573 37 79 101 370 57 1929 283 67 688 4975 1432 883 49 105 99 194 52 155 60 47
internal_value=0.000274714 0.00131456 0.00564956 0.00227293 0.00381675 -0.0012646 -0.00325556 0.000412753 0.000473967 -0.000214647 0.00438351 0.000985163 -0.000369011 0.00562687 0.00538653 0.00013322 -0.00247048 -0.00173052 0.010684 0.0156997 -0.0100656 0.00606635 -0.0112668 -0.0118564 -0.0143047 -0.00899968
internal_weight=2795.28 1668.3 270.956 162.181 148.439 1126.98 515.317 611.661 1397.34 1188.08 209.266 583.085 451.393 131.691 198.101 1147.55 481.131 445.973 108.774 52.1391 40.5245 56.6353 28.5762 35.1582 34.1855 19.9193
internal_count=13541 7864 1257 780 716 5677 2694 2983 6607 5545 1062 2852 2212 640 1005 5345 2507 2315 477 234 200 243 131 192 187 107
is_linear=0
shrinkage=0.0201179


Tree=136
num_leaves=17
num_cat=0
split_feature=44 93 29 49 134 5 111 142 121 111 26 15 102 5 105 30
split_gain=11.0895 11.096 11.2566 11.3066 9.23277 8.94106 8.40556 8.29735 9.37168 9.07097 7.52999 7.48244 7.43763 5.64959 5.3836 2.29789
threshold=12.075000000000001 20.550000000000004 1.4722222222222225 2.5550000000000002 -0.080499999999999974 1514.0816305108817 25.150000000000002 0.94050000000000011 1.9500000000000002 9.4500000000000011 0.35055555555555556 0.90000000000000013 0.71750000000000014 1498.8713389549853 0.23850000000000002 0.18078697769802612
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 10 8 -3 -9 -4 -8 -7 -2 -14 -15
right_child=13 5 6 -5 -6 12 11 9 -10 -11 -12 -13 14 15 -16 -17
leaf_value=0.013075668765238264 -0.022696469933751566 0.007332330412110036 0.012819498386594063 -0.012926727841561814 0.0026090861103281872 -0.013929034354595742 -0.016195510940782875 0.005716979844854763 -0.002464362129886041 -0.011089046786340269 -0.00071399919986329669 0.0028899798989822402 -0.0056878626477170615 0.0012288942785606547 0.0018548445419298413 -0.011870259533427118
leaf_weight=52.965844750404358 11.492761090397833 275.07020848244429 16.792181976139545 13.448744572699068 95.82443805038929 14.40839897841215 26.090136006474495 25.836986750364304 46.15009143948555 26.157797396183014 1828.4479009509087 12.20125639438629 44.261564061045647 10.959958285093309 284.2680247426033 10.721267119050024
leaf_count=221 51 1312 88 73 400 69 145 117 205 122 9100 63 197 48 1284 46
internal_value=0.000269111 0.000407991 -0.000346461 0.00473825 0.00633499 0.00256318 -0.00078444 0.00471796 0.00592481 -0.00273774 -0.000590837 -0.0101139 0.000218142 -0.0112932 0.000838621 -0.00524825
internal_weight=2795.1 2761.92 2045.77 162.239 148.79 716.153 1883.53 373.215 321.22 51.9948 1845.24 38.2914 342.938 33.174 328.53 21.6812
internal_count=13541 13396 10090 694 621 3306 9396 1756 1517 239 9188 208 1550 145 1481 94
is_linear=0
shrinkage=0.0201179


end of trees

feature_importances:
Column_86=232
Column_35=93
Column_47=81
Column_145=78
Column_79=68
Column_41=67
Column_89=62
Column_27=59
Column_93=58
Column_26=56
Column_55=54
Column_49=53
Column_149=43
Column_150=42
Column_28=41
Column_54=41
Column_104=40
Column_136=40
Column_23=39
Column_137=39
Column_30=38
Column_80=38
Column_98=37
Column_143=37
Column_56=36
Column_133=36
Column_5=34
Column_11=34
Column_38=34
Column_131=34
Column_132=33
Column_9=32
Column_50=32
Column_135=32
Column_0=31
Column_3=31
Column_4=31
Column_29=31
Column_37=31
Column_123=31
Column_144=31
Column_110=30
Column_130=30
Column_141=30
Column_34=29
Column_51=29
Column_85=29
Column_99=29
Column_7=28
Column_96=28
Column_111=28
Column_53=26
Column_127=26
Column_148=26
Column_1=25
Column_103=25
Column_120=25
Column_122=25
Column_8=24
Column_31=24
Column_134=24
Column_6=23
Column_10=23
Column_102=23
Column_138=23
Column_142=23
Column_40=22
Column_121=22
Column_39=21
Column_92=21
Column_94=21
Column_42=20
Column_124=20
Column_45=19
Column_105=19
Column_36=18
Column_90=18
Column_147=18
Column_106=17
Column_2=16
Column_91=16
Column_101=16
Column_119=16
Column_52=15
Column_146=15
Column_46=14
Column_25=12
Column_44=12
Column_48=12
Column_95=12
Column_113=12
Column_115=12
Column_77=11
Column_78=11
Column_114=10
Column_118=10
Column_125=10
Column_126=10
Column_13=9
Column_22=9
Column_100=9
Column_109=9
Column_14=8
Column_16=8
Column_112=8
Column_18=7
Column_24=7
Column_97=7
Column_107=7
Column_15=6
Column_19=6
Column_128=6
Column_20=5
Column_84=5
Column_12=3
Column_108=3
Column_129=3
Column_140=3
Column_21=2
Column_67=1
Column_68=1
Column_81=1
Column_139=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 1500]
[learning_rate: 0.0201179]
[num_leaves: 31]
[num_threads: 4]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 5]
[min_data_in_leaf: 45]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.656252]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 5]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.620895]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0.00036062]
[lambda_l2: 3.05269e-05]
[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: 17869]
[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]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[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]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[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:null
