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] [0:5.9333333333333336] [0:6.2666666666666666] [0:6.0666666666666664] [0:5.2000000000000002] [0:1] [0:1] [0:1] [0:1] [0:5] [0:5] [0:5] [0:5] [0:8] [0:1] [0:1] [0:11] [0:1] [0:1] [0.20999999999999999:0.81000000000000005] [0.22500000000000001:0.76000000000000001] [0:13] [0:13] [0:6.333333333333333] [0:6.666666666666667] [0:4.5] [0:4.5] [0:22.550000000000001] [0:17.5] [0:35.5] [0.065285302506677897:0.80962131918207236] [0.1044438556117265:0.4288719106684401] [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] [0:7.6500000000000004] [0:8.5600000000000005] [0:3.5299999999999998] [0:1.72] [0:7.3300000000000001] [0:5.0199999999999996] [0:2.5800000000000001] [0:3.77] [0:4.1299999999999999] [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] [0:6.2666666666666666] [0:5.2000000000000002] [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] [-1.2908333333333333:1.3799999999999999] [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] [0:8] [0:8] [-1:1] [0:1] [0:5.7999999999999998] [0:6.5] [0:5.2000000000000002] [0:6.5] [0:4.4119999999999999] [0:6.5] [0:5.3330000000000002] [0:4.7999999999999998] [0:5.3330000000000002] [0:4.5] [0:1] [0:1] [0:7] [0:8] [0:6] [0:7] [-1.8:1.8] [-2.2000000000000002:2] [1:30] [1.2:30] [1:12] [0:1] [0:1] [-4.4669999999999996:4.5999999999999996] [-5.2000000000000002:5] [-4.133:5.3330000000000002] [-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=3386 3479 3485 3424 3478 3506 3514 3444 3488 3464 3444 3473 3473 3489 3473 3498 3508 3443 3421 3441 3455 3518 3479 3460 3496 3445 3497 3443 3466 3462 3483 3454 3483 3459 3447 3438 3437 3486 3529 3451 3511 3479 3491 3436 3451 3469 3467 3443 3494 3513 3454 3471 3486 3472 3457 3469 3465 3477 3465 3423 3490 3460 3435 3502 3510 3499 3499 3491 3534 3523 3483 3497 3525 3504 3420 3472 3450 3523 3487 3501 3474 3477 3457 3476 3474 3517 3505 3468 3462 3473 3466 3452 3511 3437 3421 3468 3495 3447 3528 3489 3481 3489 3479 3466 3489 3453 3502 3476 3492 3499 3476 3424 3497 3481 3478 3502 3467 3510 3482 3458 3478 3489 3477 3466 3430 3514 3495 3505 3478 3457 3471 3453 3537 3535 3516 3513 3512 3449 3498 3472 3410 3513 3505 3504 3442 3427 3515 3519 3530 3508 3473 3512 3457 3442 3513 3477 3482 3449 3416 3467 3470 3368 3413 3426 3491 3460 3515 3467 3510 3460 3460 3533 3483 3470 3473 3426 3487 3500 3370 3512 3529 3409 3421 3452 3527 3525 3462 3491 3408 3455 3437 3479 3504 3452 3503 3509 3458 3475 3483 3473 3484 3469 3418 3424 3531 3459 3450 3487 3484 3473 3488 3526 3475 3466 3491 3501 3444 3461 3431 3467 3432 3492 3458 3395 3503 3518 3510 3448 3497 3511 3504 3515 3500 3481 3505 3520 3494 3479 3364 3461 3465 3458 3384 3427 3452 3491 3393 3503 3446 3475 3459 2605 3468 3464 3440 3450 3472 3447 3426 3415 3433 3467 3492 3504 3461 3486 3488 3461 3510 3461 3464 3434 3495 3487 3469 3458 3458 3486 3453 3498 3467 3479 3470 3394 3424 3503 3474 3487 3447 3509 3453 3465 3506 3472 3421 3428 3509 3504 3442 3476 3444 3469 3474 3518 3479 3524 3505 3459 3470 3449 3453 3468 3497 3444 3435 1609 3495 3469 3469 3447 3515 3469 3491 3443 3494 3537 3511 3485 3496 3476 3405 3465 3464 3431 3494 3458 3490 3423 3488 3450 3420 3446 3508 3447 3455

Tree=0
num_leaves=31
num_cat=0
split_feature=45 54 49 48 147 99 150 136 85 134 2 55 31 27 99 40 147 35 102 28 97 97 150 8 142 1 31 104 85 22
split_gain=194.237 76.2311 27.3356 19.9253 18.003 13.6954 15.6158 13.6206 11.5197 11.2907 10.8269 12.3285 11.4424 10.115 10.9979 10.0133 9.99943 10.9836 9.85539 9.45724 9.42775 9.36667 8.91588 8.48467 8.46457 10.4356 8.37333 10.9664 8.34377 8.12369
threshold=1.135 1.4850000000000001 3.7950000000000004 1.9950000000000003 0.42111881931569756 0.75595238095238104 0.62017637310606066 8.8500000000000032 -0.14902097902097897 0.10550000000000002 -127.16874079307875 1.635 0.21353768953856223 0.49211111111111117 0.61721611721611735 1.9750000000000003 0.47199397614381194 5.1350000000000007 0.25050000000000006 7.4722222222222232 4.5000000000000009 4.5000000000000009 0.47465257807797773 1.0333333333333337 0.73100000000000009 1477.0007987809656 0.18768939393939393 0.38450000000000006 -0.052704402515723246 0.61250000000000016
decision_type=2 2 2 2 2 2 2 2 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 4 22 9 -7 -2 -9 18 20 12 -12 14 -13 -8 -5 -18 28 -3 -10 -15 -1 -24 25 -25 27 -11 -6 -4
right_child=2 19 29 16 5 6 15 8 10 26 11 13 -14 21 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.62543942436525124 -0.62404927858892212 -0.61413954022520778 -0.62721318293831174 -0.61711894248666954 -0.62074587056703301 -0.62191199267812569 -0.60717203578830814 -0.62671311071478919 -0.62049401499028223 -0.62334667351025552 -0.6195730668152003 -0.62074587056703301 -0.606667479719877 -0.61805792914691871 -0.62831388145958367 -0.62074587056703301 -0.62303678662245776 -0.61096879578076102 -0.61834127674029393 -0.60524453218363006 -0.60926876938583774 -0.62613219694697131 -0.62496197528119701 -0.62205815585611213 -0.62445509215242567 -0.61439785070519526 -0.62369656072300272 -0.61744006857976586 -0.61057095366971414 -0.62243638175324589
leaf_weight=92.090279012918472 536.17006891965866 269.67671829462051 305.37591287493706 436.57613754272461 10.232253223657606 334.02622190117836 13.870387703180315 38.882562249898911 21.146656662225723 50.251732498407364 75.263907045125961 32.061060100793839 9.0953361988067609 58.664918482303619 56.845851242542267 10.004869818687437 62.757819771766663 9.7774864137172681 421.34144940972328 16.371605157852173 16.826371967792511 22.283573687076569 47.295748233795166 32.515826910734177 27.740775406360626 45.931447803974152 71.398389160633087 112.55478546023369 35.699194580316544 53.6624835729599
leaf_count=405 2358 1186 1343 1920 45 1469 61 171 93 221 331 141 40 258 250 44 276 43 1853 72 74 98 208 143 122 202 314 495 157 236
internal_value=-0.620677 -0.618708 -0.62404 -0.619521 -0.620227 -0.619619 -0.62129 -0.622997 -0.621262 -0.618751 -0.620572 -0.621327 -0.618057 -0.623013 -0.6255 -0.613031 -0.61773 -0.621265 -0.617795 -0.613594 -0.615244 -0.62041 -0.622809 -0.621162 -0.619569 -0.617707 -0.620704 -0.619328 -0.613007 -0.626528
internal_weight=3326.39 2100.11 1226.28 1814.06 1304.95 1059.38 357.901 867.24 331.07 701.478 292.188 254.215 84.3592 169.855 88.9069 23.8753 509.111 72.5353 467.273 286.048 37.973 80.9485 245.574 153.484 106.188 78.4473 234.205 162.807 45.9314 359.038
internal_count=14629 9236 5393 7978 5739 4659 1574 3814 1456 3085 1285 1118 371 747 391 105 2239 319 2055 1258 167 356 1080 675 467 345 1030 716 202 1579
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=51 54 86 86 47 93 89 35 122 126 85 34 144 56 149 146 136 124 3 89 92 101 86 42 123 86 110 6 141 145
split_gain=198.964 64.564 36.1156 26.8461 20.3033 19.1132 15.6575 14.1763 17.9678 14.6634 13.4833 13.5041 12.8733 12.3073 11.7229 13.0329 11.693 11.8114 11.1611 10.8455 11.3873 10.5345 10.0878 9.28949 8.74629 8.63329 8.48114 11.3942 8.43238 8.28554
threshold=1.2150000000000001 1.4850000000000001 2.6228448275862073 3.3279569892473124 2.0650000000000004 22.050000000000004 1.0000000180025095e-35 3.0450000000000004 1.3945000000000001 2.1835000000000004 0.072307692307692267 2.6350000000000002 0.00015000000000000004 1.5350000000000004 0.5124309890665032 0.0049500000000000004 7.9500000000000011 0.77500000000000013 1600.7799905922766 0.45000000000000007 -0.51791666666666658 0.45000000000000007 3.5327702702702708 2.0550000000000002 1.3945000000000001 2.4152298850574714 14.65 1524.3277801427464 -0.068999999999999992 0.17305000000000001
decision_type=2 2 2 2 2 2 2 2 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 6 7 16 8 24 21 -5 -12 25 -9 15 -15 26 -18 -7 -8 -21 -10 -4 -19 -1 -6 -2 -28 -24 -26
right_child=2 -3 22 10 12 18 19 13 9 -11 11 -13 -14 14 -16 -17 17 23 -20 20 -22 -23 28 -25 29 -27 27 -29 -30 -31
leaf_value=-0.0064129056366581212 -0.0017385825082024736 0.0070612392059235573 0 0.0035439907752364799 -0.0051632403570584795 0.0043899629712871703 -0.0080541213319773024 0.0048814803674358063 0.0090762103365085948 0.010376292582708287 0.01419603739421531 -0.00081583926994342249 -0.010253976960735666 -0.00053414906534750783 0.0013445119176751731 -0.0098984710263701689 -0.0057987591990991943 0.011444097585024878 1.1398980430062979e-05 0.0083143050497786787 -0.003998112080747733 -0.0010482339841055097 0.016713998267245327 3.3910005553924297e-05 0.0075908727145540048 0.0052256743708671664 -0.0067083076818338812 0.00054821829478574014 0.0013250642885565466 -0.0026150812240117336
leaf_weight=80.240849286317825 198.12284183502197 286.6576329767704 267.00422325730324 72.131694138050079 251.52503675222397 265.51025168597698 93.615978568792343 92.139791280031204 12.969103798270224 17.514577001333237 34.81640388071537 6.8276905864477149 66.508314147591591 93.449649453163147 559.21725942194462 21.373444810509682 39.313034489750862 8.4206684529781324 94.188857138156891 8.6356083154678327 124.05939835309982 113.93384043872356 7.7285295575857189 255.1038940101862 9.7794704139232618 8.3995679318904859 117.00451073050499 27.72081995010376 12.046800583600996 80.493098497390747
leaf_count=353 872 1258 1175 317 1108 1167 412 405 57 77 153 30 293 411 2458 94 173 37 414 38 546 501 34 1122 43 37 515 122 53 354
internal_value=6.81202e-05 0.00240922 -0.00282712 0.00154466 -0.00364023 0.00114276 -0.00276986 0.000424433 -0.00146168 0.00124651 0.00654198 0.0114828 -0.00593312 0.0012134 0.000696411 -0.00236863 -0.00189971 -0.000336696 0.00327259 -0.0052061 -0.00311776 0 0.000534219 0.000438327 -0.00381693 -0.00478715 -0.00324971 -0.00524589 0.0078699 -0.00139321
internal_weight=3326.45 1841.24 1485.21 1554.59 1198.43 1440.81 871.997 1081.11 314.931 144.418 113.776 41.6441 326.433 766.18 674.04 114.823 645.686 302.838 359.699 226.311 132.695 126.903 286.78 263.525 170.513 259.925 342.848 144.725 19.7753 90.2726
internal_count=14629 8092 6537 6834 5275 6334 3837 4753 1385 635 500 183 1438 3368 2963 505 2841 1332 1581 996 584 558 1262 1159 750 1145 1509 637 87 397
is_linear=0
shrinkage=0.0106442


Tree=2
num_leaves=31
num_cat=0
split_feature=45 54 86 49 30 92 86 149 86 144 35 6 86 89 80 110 93 28 120 98 7 144 86 29 29 80 144 105 93 138
split_gain=186.483 72.5482 38.3249 26.4561 21.3677 15.0276 13.537 12.8983 12.6412 11.6422 12.2626 11.5839 11.0677 10.8816 10.4068 9.62632 9.53089 9.1495 9.1067 9.06671 11.7881 8.91613 12.1399 10.4663 9.14443 8.86889 8.58783 8.06782 13.0701 8.55244
threshold=1.135 1.4850000000000001 3.3279569892473124 3.7950000000000004 0.13596116504854369 0.24624999999999997 2.6228448275862073 0.50980383840885701 2.5053191489361706 -0.0023499999999999992 4.8350000000000009 1482.5764628152363 1.0000000180025095e-35 0.19000000000000003 0.086570052833251351 15.250000000000002 11.400000000000002 7.4722222222222232 0.64600000000000013 0.69397993311036799 -32.769450521093056 0.0070500000000000016 2.4152298850574714 3.183333333333334 4.154761904761906 0.043836402184014855 -0.00024999999999999995 1.1135000000000004 15.900000000000002 4.5000000000000009
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 2 2 2
left_child=1 2 4 6 14 7 12 9 -7 -6 -11 -8 15 -4 25 18 -14 -3 -2 26 -21 22 23 -5 -24 -1 -9 28 29 -15
right_child=3 17 13 21 5 8 11 19 -10 10 -12 -13 16 27 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0054450180360418945 0.0062255616725570648 0.0064343218282090723 0.011436146369441172 -0.0096993999349063234 0.0089064473004190695 -0.0054443001027045792 0.0090207367110174304 0 0.00099250611265656028 -0.0018594931728384476 0.0080061181868319037 -0.00037949716123432034 -0.0087962853974135457 -0.0068642280586627075 -0.0043286817067907978 -0.003840924728965777 -0.0032662407594264706 0.015158916968866102 -0.0013308617817646095 0.0077828020473730249 0.00043521204369914546 -0.012760030732515568 0.0033560918639778132 -0.0047612086227585265 -0.007116229872996746 0.00010999254614892009 0.0041042687498117833 -0.0033347615553264731 0.01030078810656985 0.0042492513321448957
leaf_weight=35.037473142147064 18.86198265850544 270.77608874440193 41.272628664970398 70.923782110214233 14.32557901740074 58.445850074291229 16.363774329423904 63.959498599171638 79.650810271501541 176.16391412913799 15.266718521714209 147.24961026012897 59.420331567525864 10.025045424699782 87.675788655877113 210.42877194285393 112.51002857089043 16.481173396110535 301.22624231874943 27.759937956929207 270.97682628035545 21.061362475156784 29.738356903195381 222.28821656107903 13.844719067215918 422.91844087839127 431.14401130378246 11.39121277630329 37.849871173501015 31.443116143345833
leaf_count=154 83 1186 181 313 63 257 72 281 350 775 67 648 262 44 386 927 496 72 1326 122 1191 93 131 981 61 1859 1894 50 166 138
internal_value=6.74522e-05 0.00199338 0.00119987 -0.00323252 0.000759771 0.00159377 -0.00220668 0.00205319 -0.00165573 -0.000275926 -0.00101789 0.000496537 -0.00285125 0.00673344 -0.000959956 -0.00205781 -0.00523849 0.00697142 -0.000852801 0.00267009 0.00115311 -0.00568587 -0.00521234 -0.00599147 0 -0.000292101 0.00356422 0.00447804 0.00573235 0.00130951
internal_weight=3326.48 2102.56 1815.31 1223.92 1683.32 1137.69 866.061 999.596 138.097 205.756 191.431 163.613 702.447 131.982 545.632 530.517 171.93 287.257 320.088 793.84 298.737 357.856 336.795 293.212 43.5831 457.956 495.104 90.7092 79.318 41.4682
internal_count=14629 9236 7978 5393 7399 5000 3814 4393 607 905 842 720 3094 579 2399 2336 758 1258 1409 3488 1313 1579 1486 1294 192 2013 2175 398 348 182
is_linear=0
shrinkage=0.0106442


Tree=3
num_leaves=31
num_cat=0
split_feature=45 54 86 30 41 86 35 149 95 144 86 106 86 141 132 31 54 131 98 9 89 107 9 131 131 80 38 11 145 119
split_gain=188.924 75.5446 32.7172 25.8381 20.3284 17.5605 12.6798 16.9736 11.9287 11.7743 11.2763 9.56596 15.4191 10.9311 9.30172 11.4265 9.28605 10.5779 15.3471 9.94878 9.19283 9.09196 8.9687 8.83969 11.9166 12.6994 10.6338 8.76163 8.67004 11.8095
threshold=1.135 1.4850000000000001 3.2679487179487183 0.13717583807716632 1.6250000000000002 2.633399701343953 4.9050000000000011 0.50980383840885701 7.4999999999999991 -0.00034999999999999994 3.7370689655172415 0.8590000000000001 3.3618181818181827 0.94500000000000017 1.2680000000000002 0.19831148475349103 1.385 1.5280000000000002 0.63961038961038974 1.9666666666666668 0.37000000000000005 0.95450000000000013 1.8619047619047622 1.6835000000000002 1.0500000000000003 0.084468226489000764 0.28570813086362601 1.4476190476190478 0.51195000000000013 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 2 2 2 2
left_child=1 2 3 16 -2 8 7 28 -6 -9 -4 12 21 -13 -8 -16 17 19 -19 22 -10 -3 -1 24 -7 -26 -25 -27 -5 -30
right_child=4 11 10 6 5 23 14 9 20 -11 -12 13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 26 25 27 -28 -29 29 -31
leaf_value=-0.0023740222912702058 -0.009308003988094421 0.0075043687622918104 0.0041619652210347314 0.00028608418922895193 -0.0040642959698405689 -0.0017546028603071865 0.0030191955800800059 -0.00089619598241742098 -0.0017333955928931243 0.0025402352969294897 0.011644531697972768 0 0.017117773583620492 0.010361608970125757 0.022643514678101644 0.0025478174174656818 0.0017295688535834662 0.0055736527263454058 -0.0025826393240124994 -0.0070477737894080903 0.0063557941294006643 -0.0025429314784635305 0.0062721552172036827 -0.013563583863372305 0.0011374850669699913 0.0050300219697455677 0 0.021412089537952247 0.00250153279725783 -0.0064589093765935494
leaf_weight=294.56106059253216 64.229585021734238 196.09404192864895 116.81652599573135 131.78968945145607 866.78506185114384 86.781233966350555 27.374178573489189 129.23944269120693 98.595795542001724 712.6757453083992 31.794178515672684 44.155205130577087 20.592527016997337 16.253413945436478 8.4461712539195997 7.299862563610076 95.169577017426491 47.538601741194725 56.379053071141243 53.665186807513237 18.802579775452614 9.1508140712976438 13.642490848898886 11.365421354770662 54.770185276865959 12.950655519962313 14.082306340336798 7.0482165068387976 20.900412276387215 61.335364207625389
leaf_count=1296 284 857 512 580 3824 382 120 568 435 3129 139 193 90 71 37 32 418 209 248 236 83 40 60 50 241 57 62 31 92 270
internal_value=-9.22583e-05 0.0018514 0.00104043 0.000605027 -0.0033966 -0.00306345 0.001558 0.00131482 -0.00363171 0.00200026 0.00583341 0.00693881 0.00797384 0.00289568 0.00726997 0.0139935 -0.0012434 -0.00187337 0.0010476 -0.00274118 -0.000348452 0.00700529 -0.00195726 -1.65065e-05 0.000845467 0.00400359 -0.0059009 0.0113282 -0.0013325 -0.004054
internal_weight=3330.28 2094.87 1808.63 1660.02 1235.41 1171.18 1099.06 1055.94 984.183 841.915 148.611 286.246 225.837 60.4086 43.1202 15.746 560.956 465.786 103.918 361.869 117.398 205.245 308.204 186.998 161.55 74.7691 25.4477 19.9989 214.025 82.2358
internal_count=14646 9197 7946 7295 5449 5165 4828 4639 4342 3697 651 1251 987 264 189 69 2467 2049 457 1592 518 897 1356 823 711 329 112 88 942 362
is_linear=0
shrinkage=0.0106442


Tree=4
num_leaves=31
num_cat=0
split_feature=47 54 86 86 79 41 98 85 41 80 35 131 111 141 122 86 47 106 86 26 99 50 89 146 102 46 80 38 122 107
split_gain=206.885 70.4418 31.1977 20.4291 17.1582 16.9512 18.1101 15.9583 14.7687 13.7279 11.4448 11.2984 10.7278 10.2144 9.81904 9.37902 9.35544 9.29212 14.9302 12.2717 9.19907 9.1972 9.19475 10.2356 9.77647 9.19317 9.01421 12.0343 10.0079 8.88386
threshold=1.6850000000000003 1.4850000000000001 3.2679487179487183 2.6228448275862073 3.2144061295847015 2.1250000000000004 0.62828947368421062 -0.19888888888888887 1.6450000000000002 0.08149201090889617 4.4350000000000014 1.4720000000000002 3.9500000000000006 -1.2989999999999997 1.0955000000000001 3.7370689655172415 2.0650000000000004 0.8590000000000001 3.3618181818181827 0.53211111111111131 0.59545454545454557 1.1650000000000003 0.87000000000000011 0.014750000000000001 0.83350000000000002 3.2250000000000005 0.084468226489000764 0.29495707763909523 1.1850000000000003 0.95450000000000013
decision_type=2 2 2 2 2 2 2 2 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 5 6 9 -2 -9 11 -8 -1 -4 -10 -6 -14 26 18 29 20 -19 -15 23 25 -24 -7 -5 28 -28 -3
right_child=3 17 12 16 14 22 10 8 13 -11 -12 -13 15 21 -16 -17 -18 19 -20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0010390750591932423 -0.0091036281735735608 0.0074082974264030885 0.0088715827337064665 -0.00056020611272087522 -0.0032346020989028647 0.0069635369803512917 -0.0016656520714272403 -0.008510665877103361 -0.0078228364440021091 -0.0020352861754191513 0.010830704468591702 0.005500273300567354 0.00093914643801457337 -0.0034644777084311277 0.0051971522223537587 0.010833691443051704 -0.0050050101138009633 0.0059382068960227236 0.016852054528424545 0.0086233355515874834 -0.0052257997276323022 0 0.0002406599471676371 -0.0058284351651057987 0.013263178183366 0.0014695819351453793 -0.0046678213182020974 0.017624085394910716 0.007666964085309572 -0.002517743316746784
leaf_weight=208.28864529728889 71.422962710261345 196.5203460752964 71.807163625955582 119.96806210279465 16.166686430573463 39.638703063130379 628.73688125610352 71.747682303190231 57.766033500432968 97.43464358150959 8.2083612382411939 98.651890516281128 63.041657015681267 739.54223819077015 131.51877568662167 13.999195501208304 39.478116646409035 12.817751646041868 20.694025754928589 24.981216102838516 22.658222407102585 99.290717661380768 13.440455168485643 19.127369955182076 16.8647550791502 380.51192605495453 12.730369076132776 7.5141593515872946 16.383467197418213 9.1440223902463895
leaf_count=915 316 857 314 528 71 174 2766 318 255 429 36 433 276 3266 577 61 174 56 90 109 99 438 59 84 74 1670 56 33 72 40
internal_value=-9.10135e-05 0.00194381 0.00115917 -0.00354771 0.000732995 0.000386859 -0.000361692 -0.00414298 -0.00376626 0.00138666 -0.00148814 0.00250711 0.00583747 -0.0033749 0.00420311 0.00287329 -0.000337508 0.00685185 0.00787069 0.00286366 -0.000896392 -0.00305608 0.00206915 0.00164756 0.00783388 0.00201288 0.000772173 0.00542259 0.00191304 0.00691596
internal_weight=3330.1 2094.25 1807.44 1235.84 1658.59 1510.9 1041.32 1039.77 968.347 404.375 636.945 306.941 148.848 896.599 147.685 77.0409 196.074 286.816 226.358 60.4572 35.476 838.833 469.583 439.278 30.3052 420.151 156.596 36.628 29.1138 205.664
internal_count=14646 9190 7939 5456 7288 6640 4579 4593 4277 1777 2802 1348 651 3959 648 337 863 1251 987 264 155 3704 2061 1928 133 1844 689 161 128 897
is_linear=0
shrinkage=0.0106442


Tree=5
num_leaves=31
num_cat=0
split_feature=47 54 79 41 93 35 56 144 79 102 98 55 16 28 131 109 0 99 99 40 127 92 7 28 93 108 137 55 109 147
split_gain=202.673 68.7499 26.8536 18.8795 15.2391 15.0892 13.5293 11.622 11.4893 10.6041 10.3555 10.3409 9.67138 9.38939 12.8989 10.8361 10.582 9.72333 9.20426 9.0794 9.05734 9.02146 8.92968 11.5566 8.51664 10.7665 9.7411 8.74564 10.1438 8.26648
threshold=1.6850000000000003 1.4850000000000001 3.2144061295847015 1.6250000000000002 22.050000000000004 5.5250000000000012 2.1150000000000007 -1.0000000180025095e-35 2.5062937217256986 2.2600000000000002 0.58114035087719318 1.7450000000000003 3.5000000000000004 7.4722222222222232 1.3165000000000002 1.5000000000000002 1488.5114630307687 0.69782608695652182 0.44097222222222227 2.4950000000000006 1.6125000000000003 0.15291666666666667 -37.893927019498271 4.1833333333333345 11.400000000000002 1.0000000180025095e-35 21.050000000000004 1.6250000000000002 1.0000000180025095e-35 0.45056500727216336
decision_type=2 2 2 2 2 2 2 2 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 -2 5 6 8 19 21 12 -9 -10 22 14 15 16 -3 -16 -17 -8 -18 -1 -6 -24 25 26 -5 28 -26 -15
right_child=3 13 -4 24 9 -7 7 10 11 -11 -12 -13 -14 29 17 18 20 -19 -20 -21 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0022933430273589981 -0.0091219205115127475 -0.0040545263174428699 0.0048807194727663187 -0.0039936585284444538 -0.0045761697092929019 0.0090897913396209683 0.0039116731290332477 -0.0027381974074036923 -0.00041784021541271777 -0.0069254211896764796 0.005856149390204163 0.0041324083845047897 -0.0039841716376289036 0.0051116057244099391 0.01180753672410797 0.010785453726124914 0.010918268287330623 0.0047992923563284504 -0.00073163499514806291 -0.0084018672786468438 0.0034202500933621441 -0.011319423625920344 0.0071937656243898276 0.0024895852307998323 0.0053673030650479882 -0.0072534671867261515 0.0021069449562839001 -0.0030747413430567872 -0.001551175572898798 0.021741633512153746
leaf_weight=68.278083011507988 66.378195762634277 8.4970623552799207 195.54904168844223 251.22539253532887 14.365618407726286 20.81658048927784 10.483257591724398 17.102501481771469 920.99750725924969 12.313611626625059 99.404873445630074 60.137608379125595 20.524557411670685 8.3118054866790789 65.66923026740551 8.9567440152168256 46.861660540103912 43.858391046524048 57.163486480712891 15.946595534682272 38.354638084769249 17.008043587207794 83.422367095947266 251.67670352756977 29.469588220119476 118.06364521384239 31.251100957393646 611.17411427199841 126.93871022760868 9.6995460391044599
leaf_count=301 295 37 856 1110 63 91 46 75 4048 54 436 264 90 36 286 39 204 191 249 70 167 75 366 1104 130 522 138 2701 560 42
internal_value=-8.99208e-05 0.00192246 0.00114681 -0.00351417 0.000687479 0.000101722 -4.43126e-05 0.00302114 -0.000465028 0.00254488 0.0045045 -0.000128243 0.00288843 0.00676606 0.00619995 0.00414906 0.00649191 0.00909701 0.0006698 -0.00312078 0.00766665 -0.00421638 0.00332209 0.00369199 -0.00318653 -0.00447854 -0.00328159 -0.00249867 -0.00018055 0.0146498
internal_weight=3329.9 2095.4 1808.03 1234.5 1612.48 1230.18 1209.36 142.937 1066.42 382.303 116.507 981.135 369.989 287.373 269.361 159.834 93.7134 109.528 66.1202 26.4299 85.2163 85.2861 349.465 335.099 1168.12 400.54 282.476 767.582 156.408 18.0114
internal_count=14646 9190 7939 5456 7083 5406 5315 627 4688 1677 511 4312 1623 1251 1173 696 408 477 288 116 371 376 1533 1470 5161 1770 1248 3391 690 78
is_linear=0
shrinkage=0.0106442


Tree=6
num_leaves=31
num_cat=0
split_feature=51 50 86 56 86 86 112 34 99 136 148 131 150 119 89 3 36 91 26 46 135 143 9 133 123 135 120 18 149 112
split_gain=161.81 55.1072 32.2288 24.2037 22.0362 16.5469 16.0432 15.3362 13.0957 13.9653 12.8178 12.0376 11.9432 13.2712 10.4516 10.2941 14.5533 11.5612 10.2537 18.7201 17.8803 15.3301 10.7878 10.1585 10.0829 10.22 11.0647 9.96368 10.9658 9.81662
threshold=1.2050000000000003 1.4750000000000003 3.4330357142857149 1.7050000000000003 2.886038961038961 2.5823643410852717 0.47750000000000009 5.6000000000000005 0.73798627002288331 13.050000000000002 0.25070180469638537 1.6460000000000001 0.51736867541544307 1.1000000000000003 1.0000000180025095e-35 1534.8409850529058 1.7150000000000001 -0.037083333333333239 0.56211111111111123 5.1050000000000013 -0.16899999999999998 -1.6164999999999998 2.4833333333333338 1.8450000000000002 1.9455000000000002 0.41100000000000009 2.8660000000000005 1.0000000180025095e-35 0.58716006383747676 0.31850000000000006
decision_type=2 2 2 2 2 2 2 2 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 6 14 7 24 9 29 15 -7 13 -12 -2 16 -6 -18 19 22 -21 -20 27 -10 25 26 -1 -3 -29 -5
right_child=2 18 -4 8 10 11 -8 -9 23 -11 12 -13 -14 -15 -16 -17 17 -19 21 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.001774748767717512 -0.0034731995297783663 0.0010658164716471252 0.0082977613496074531 0.0026259771336177491 0.0023445016423034085 0.00022051908385196362 0.0022996220412035253 0.0068522562026325446 -0.0016924205890366663 0.0037585724384134218 -0.00034184324513168593 -0.0078177590542321887 -0.00030585710801450802 0.012833377537121422 -0.0062146671847143706 0.0020540932318892156 0.0067778867828701224 0.01667929170645515 -0.0037454092332877289 0.0074119361170860622 -0.0015962578886543242 0.010521398742994724 0.015870049946164328 -0.0081308242079709912 0.0032422796980504797 0.0024721194246732224 0.011232263500237124 0.0036415150028760875 0.01279976360198146 -0.0022047914073460907
leaf_weight=542.08426994085312 618.18319925665855 32.610440462827682 30.56703619658947 62.879726529121399 35.654205590486526 169.22776030004025 433.7666721791029 32.4326082020998 133.14800633490086 101.10367685556412 13.227093398571013 23.800958186388016 97.66185075044632 18.925282180309296 233.28896835446358 52.835481539368629 36.148532465100288 27.919940486550331 8.2766445428132993 38.156198874115944 68.926002457737923 89.806964159011841 17.709234043955803 37.659002497792244 67.697966307401657 79.004152789711952 7.3096499741077414 32.146198347210884 35.863895878195763 183.12328459322453
leaf_count=2382 2736 142 134 277 156 746 1902 142 587 445 58 105 428 83 1035 231 158 122 36 166 300 390 77 166 297 347 32 140 156 807
internal_value=1.37604e-05 0.00223362 -0.00244363 -0.00266049 0.00133514 -0.0035961 0.000676297 -0.000275829 -0.000753337 0.000407303 0.0040099 -0.000716265 0.00144436 0.00708692 -0.00423664 0.00612418 0.00817539 0.0112565 0.00621361 0.004863 0.00151561 0.00921054 0.00780354 -0.00317337 -0.000623015 -0.00105612 -0.00158259 0.00627955 0.00862523 -0.000927368
internal_weight=3361.14 1768.16 1592.98 1562.41 1444.67 1044.5 1162.3 728.529 517.914 347.107 282.372 193.029 129.814 32.1524 851.472 152.558 99.7227 64.0685 323.496 225.412 107.082 98.0836 118.33 170.807 696.096 628.398 549.394 100.621 68.0101 246.003
internal_count=14783 7745 7038 6904 6338 4622 5102 3200 2282 1529 1236 851 569 141 3771 667 436 280 1407 981 466 426 515 753 3058 2761 2414 438 296 1084
is_linear=0
shrinkage=0.0106442


Tree=7
num_leaves=31
num_cat=0
split_feature=47 50 86 86 95 86 55 123 35 135 102 99 99 86 144 39 134 85 53 24 11 35 93 105 46 125 118 120 133 46
split_gain=170.225 62.0486 35.7677 17.7231 16.4076 18.5524 14.9618 14.9068 12.7432 12.7107 11.9357 12.6039 11.4875 10.0995 10.0901 9.62346 9.57046 9.54754 12.1144 10.7899 8.89899 9.88045 8.75909 8.72933 8.83519 10.0549 9.2422 8.61764 9.06624 10.0182
threshold=1.6850000000000003 1.4750000000000003 3.3038461538461541 2.6228448275862073 7.4999999999999991 1.0000000180025095e-35 1.7450000000000003 2.1465000000000001 6.0450000000000008 0.41100000000000009 1.4965000000000004 0.6132478632478634 0.7947368421052633 3.2828571428571434 0.010050000000000002 0.47408838001055814 -0.094499999999999987 0.046629588431590603 2.3150000000000004 0.77500000000000013 1.3785714285714288 3.4250000000000003 23.550000000000004 1.2730000000000004 5.1450000000000005 1.7750000000000001 2.1000000000000005 1.5280000000000002 0.70700000000000007 2.6450000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -2 8 9 10 11 -1 -9 23 22 17 -12 18 -4 -19 -11 -22 -15 24 -3 26 -26 28 -5 -30
right_child=3 13 15 27 -6 -7 -8 12 -10 20 16 -13 -14 14 -16 -17 -18 19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0010761660874983455 -0.0016680186533735762 0.0082876086044184911 0.0019512995311925362 -0.0059995009560650748 0 -0.0067370171945780192 -0.0049249268114157215 0.0080995663109681704 0.010157095501293218 0.00079179664542316402 0.0049286619074674172 -0.0012564407008266239 -0.0007222491005467466 0.0097479239224580565 0 -0.00079596730705516685 0.00035971839508868153 0.013783772041084776 0.014180355307788942 0.0010108000662307991 0.0029017827131754062 0.011417990099608571 0.023504882704270452 0 0.0029730232835606784 0.00035661273770752822 0.010769301721633595 -0.0044424408605878568 -0.00092840983922631273 0.0046097714487451109
leaf_weight=392.23523625731468 349.21899180114269 113.71039798855782 50.679216936230659 18.58143025636673 119.91027596592903 243.64629670977592 317.09304539859295 51.605162844061852 15.148815080523489 107.08521211147308 89.205059081315994 776.8915301412344 21.672730460762978 24.957971259951591 8.5329159349203092 15.572703018784521 137.69186232984066 39.58085136115551 12.141851142048834 11.497463092207907 56.258457019925117 24.443681120872498 9.2607076764106733 32.434427797794342 45.115531891584396 55.889073431491852 34.148534223437309 43.823684647679329 69.848225802183151 73.143510937690735
leaf_count=1722 1544 494 221 82 531 1083 1407 226 66 470 391 3414 95 108 37 68 604 172 53 50 247 107 40 141 196 243 148 193 308 322
internal_value=1.38479e-05 0.00184301 0.00106472 -0.00312545 -0.00369555 -0.00418327 -0.0032337 0.000640446 0.000418179 0.000318404 -2.38811e-05 -0.00046489 0.00534723 0.00613788 0.0111891 0.00646356 0.00220225 0.00754823 0.00448191 0.0111141 0.00291885 0.00561125 0.0137776 0.0053329 0.00601004 0.00401619 0.00646419 -0.00021582 0.000865632 0.00183112
internal_weight=3361.02 2125.76 1801.71 1235.27 1029.87 909.958 666.312 1672.24 1598.96 1583.81 1396.02 1169.13 73.2779 324.05 42.7516 129.472 226.897 113.899 62.8211 51.0783 187.787 80.7021 34.2187 281.298 248.864 135.153 79.2641 205.397 161.573 142.992
internal_count=14783 9313 7906 5470 4565 4034 2951 7342 7021 6955 6131 5136 321 1407 185 564 995 496 274 222 824 354 148 1222 1081 587 344 905 712 630
is_linear=0
shrinkage=0.0106442


Tree=8
num_leaves=31
num_cat=0
split_feature=47 48 86 86 41 48 89 55 30 86 1 94 55 148 38 111 130 105 127 46 26 47 2 85 3 120 55 89 123 99
split_gain=166.77 59.0823 31.3788 17.3774 15.3149 18.1135 15.1873 14.7129 12.1573 11.3347 13.38 10.0733 14.2496 9.88887 14.9505 9.88776 9.88856 9.81221 9.22268 13.8453 8.93983 8.98021 8.52769 8.52631 8.84734 8.44118 8.41025 11.0973 11.1382 9.47491
threshold=1.6850000000000003 2.3150000000000004 3.3038461538461541 2.6228448275862073 2.1250000000000004 1.7550000000000001 1.0000000180025095e-35 1.7450000000000003 0.20626738667975777 3.2828571428571434 1531.7191839396016 19.050000000000004 1.3650000000000004 0.20784537514886858 0.2492764345950659 12.550000000000002 3.0500000000000003 1.2730000000000004 1.4145000000000001 4.9850000000000012 0.48950000000000005 1.2550000000000001 -43.969702003423656 -0.15431372549019606 1533.3127882130173 1.5280000000000002 1.7350000000000001 0.87000000000000011 1.3040000000000003 0.77525252525252542
decision_type=2 2 2 2 2 2 2 2 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 6 8 -6 7 -2 23 17 -11 15 22 14 -7 16 -10 18 -3 -20 -21 -22 -13 24 -1 26 29 28 -28 -5
right_child=3 9 -4 25 5 13 -8 -9 11 10 -12 12 -14 -15 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.001591781550351293 -0.0013581003824755923 0.0084804870666305293 0.0062119100481413036 0.0057873195444963612 0.0087096155509062047 -0.0039383789179404608 -0.0058452622452312827 -0.0043835864494116035 0.0022767168614114064 0.015896304287470877 0.0033794086601829179 0.019747939081874596 0.0018374404847255089 0.0022142959657761693 0.0092078824872998451 -0.0065285901410689403 -0.0097424238547840041 -0.00024153477476731634 0.00868565748162199 -0.0055019308926036832 0.00056183432407970967 0.0090564693288519901 0.0058992983196322468 -0.0001878609460650209 -0.0092340201622310193 -0.0044011228522576901 0.0039701350243356902 -0.0090561351068797098 -0.0057594647708773365 -0.0014388927881354811
leaf_weight=80.00122432410717 385.00745452940464 99.024353384971619 126.02043430507183 56.193434610962868 44.704211860895157 65.520161613821983 273.81824101507664 369.85030496120453 135.07281954586506 28.036352634429932 18.521160095930099 10.289086490869524 54.247822299599648 416.8229099214077 11.199086248874663 19.371874839067459 7.9717354923486701 29.912435352802277 47.488703206181526 16.318342864513397 53.890853509306908 20.728400081396103 16.206215128302574 801.5981547087431 23.869634240865707 43.764573335647583 38.316507250070572 17.655303746461868 20.170709669589996 29.284850269556046
leaf_count=352 1703 429 548 247 195 287 1219 1643 593 121 80 45 238 1825 49 85 35 130 206 71 234 90 71 3524 105 193 169 78 89 129
internal_value=1.40079e-05 0.00182325 0.00107796 -0.00309558 0.000688204 0.00216981 -0.0036607 -0.00285437 0 0.00609385 0.0111423 0.00210706 0.00519494 0.00155619 -0.00188259 0.000507353 0.00153355 0.00517549 0.00590208 0.00398179 0.00140999 0.00306216 0.0116732 -0.000573549 -0.00344899 -0.000214104 0.00085476 -0.00162773 0.000435253 0.00318887
internal_weight=3360.88 2126.82 1812.9 1234.06 1686.87 538.246 1028.68 754.858 1148.63 313.921 46.5575 243.16 80.7431 493.542 76.7192 162.416 143.045 267.363 237.451 138.426 90.9376 74.6193 26.4953 905.469 103.871 205.385 161.621 76.1425 58.4872 85.4783
internal_count=14783 9313 7952 5470 7404 2356 4565 3346 5048 1361 201 1067 354 2161 336 713 628 1160 1030 601 395 324 116 3981 457 905 712 336 258 376
is_linear=0
shrinkage=0.0106442


Tree=9
num_leaves=31
num_cat=0
split_feature=47 54 86 86 30 93 80 85 51 29 36 55 24 122 38 53 147 147 85 149 78 86 145 5 131 131 80 48 141 143
split_gain=191.903 64.2595 34.0384 25.0541 20.8596 14.7575 14.3787 13.9849 13.4566 12.9147 13.2898 14.1701 12.6267 10.5989 12.8019 11.667 10.5859 10.4268 10.4244 9.67763 9.49421 9.49082 11.659 8.79656 8.73065 14.1293 14.1238 10.7699 9.31802 9.12838
threshold=1.6850000000000003 1.4850000000000001 3.3717607973421928 2.6414285714285719 0.13545026881720426 19.050000000000004 0.043836402184014855 0.29583850931677019 1.4650000000000001 4.2111111111111121 5.8950000000000005 1.3350000000000002 0.73214285714285732 1.7820000000000003 0.16800404562209292 1.635 0.42304096869314262 0.43682066489192423 -0.19888888888888887 0.58716006383747676 1.1083333333333336 2.89417693169093 0.45945000000000008 1489.5157533463737 1.5635000000000001 1.0500000000000003 0.091836020687557016 1.3650000000000004 -0.14899999999999997 -0.33099999999999996
decision_type=2 2 2 2 2 2 2 2 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 -4 18 12 11 -11 23 15 17 -3 -8 -15 -2 -17 -14 22 -16 -6 25 27 -27 -5 -26 -29
right_child=3 13 7 24 5 -7 16 -9 -10 10 -12 -13 20 14 21 19 -18 -19 -20 -21 -22 -23 -24 -25 28 26 -28 29 -30 -31
leaf_value=-0.0074953705868008261 -0.0079853956698119379 0.01249487997497668 0.0050845800285194993 -0.009015520358531471 0.0019086529627046628 0.0028851206848570956 -0.0031293402792865717 0.016319780348075671 -0.0092130816873407413 0.0048369519070234415 0.012817442155750489 8.7735291913309981e-06 -0.003544799907419436 -0.0042288714068913266 0.01060824085094352 8.6922885109248161e-05 0.00038632775027087223 0.0068737567496203276 -0.0034473108232483656 0.0065708427366412709 0.0051166302829368853 0.016085629365919452 0.0014335291044508308 -0.0033121684466491876 -0.01085382712110196 0.0020795875331707592 0.014236554920902623 -0.0045277345972310826 0 0.0031773047508362592
leaf_weight=35.941705271601677 65.61647056043148 17.123764649033546 102.0058666318655 17.627393543720245 42.405162915587425 521.33769688010216 128.93861907720566 15.765584364533423 57.45491535961628 98.685187995433807 12.354157313704489 242.59480087459087 18.214257508516312 13.637269660830496 67.775918051600456 68.574327692389488 378.80320262908936 27.068857729434967 905.09292125701904 45.751225873827934 52.893012821674347 27.845704704523087 24.052886769175529 192.70781277120113 15.626935988664625 54.296488523483276 14.58893647789955 27.925564914941788 18.582025960087776 45.842103108763695
leaf_count=158 293 74 443 78 186 2283 568 68 257 433 54 1065 80 59 293 297 1664 117 4018 198 232 120 104 846 69 239 64 123 82 202
internal_value=-5.11227e-05 0.00187179 0.00112991 -0.00341668 0.000745037 0.00154262 -0.000968481 0.00667768 -0.00407953 0.000466045 0.00186294 0.00143564 -0.00111287 0.00652017 0.00842221 0.00411968 -0.000485794 0.00289642 -0.00376488 0.00277346 0.00275043 0.0102141 0.00831935 -0.00232591 3.35157e-05 0.00112868 0.00480658 -0.00152859 -0.00479097 0.00011824
internal_weight=3357.13 2134.48 1842.65 1222.65 1724.88 1181.19 543.684 117.771 1028.16 659.854 353.634 341.28 306.22 291.83 160.381 131.449 507.742 40.7061 970.709 114.326 71.1073 119.675 91.8288 235.113 194.489 160.28 68.8854 91.3951 34.209 73.7677
internal_count=14767 9342 8080 5425 7569 5179 2390 511 4568 2896 1552 1498 1344 1262 693 569 2232 176 4311 495 312 517 397 1032 857 706 303 403 151 325
is_linear=0
shrinkage=0.0106442


Tree=10
num_leaves=31
num_cat=0
split_feature=47 54 86 86 30 93 56 80 51 91 143 147 118 99 37 29 36 86 136 106 1 86 102 46 133 92 4 89 122 8
split_gain=187.989 62.7758 33.2464 24.5864 20.4161 14.4168 16.2372 14.112 13.2414 10.565 13.1789 10.3729 10.3655 12.1464 10.3846 10.0412 12.1602 8.86358 9.1527 8.57203 12.7224 11.4288 8.55814 8.74939 9.05714 13.7301 9.00184 9.44489 8.52948 8.46778
threshold=1.6850000000000003 1.4850000000000001 3.3717607973421928 2.6414285714285719 0.13545026881720426 19.050000000000004 2.1750000000000003 0.043836402184014855 1.4650000000000001 0.094999999999999959 -0.40249999999999997 0.42304096869314262 2.4500000000000006 0.72902097902097907 0.33988840539085735 2.2678571428571432 6.8650000000000011 3.7370689655172415 12.750000000000002 0.8590000000000001 1508.7601482700522 3.3717607973421928 1.5395000000000001 2.3150000000000004 1.7640000000000002 -0.3166666666666666 1565.6312505665135 0.33000000000000007 1.7435000000000003 0.59166666666666679
decision_type=2 2 2 2 2 2 2 2 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 7 6 15 -1 -2 10 -8 -9 13 19 -15 -6 -17 29 -19 21 28 -3 23 -5 25 -25 27 -27 -21 -4
right_child=3 12 17 22 5 -7 9 11 -10 -11 -12 -13 -14 14 -16 16 -18 18 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0074324688394533829 -0.0037293748411960691 0.0074005095195056802 0.01610142668216899 -0.0040800976932849637 -0.0044257777963819566 0.0028519818548061859 0.013898926542493884 -0.0030989920984525457 -0.0091426831184432435 0.019079989082099194 0 0.00038217121828965371 0.010503047910449174 0.0067197735844852832 -0.00082741701400674801 4.7543718566550068e-05 0.0075072938570858901 0.014623609092146545 0 -0.012609446279418077 0.0085059809692412513 0.020087203375776196 -0.0067279636282523677 0.0077821411582102177 0.007027719496882366 0.0026133397530104774 0.0045310713755171064 -0.0059333244831889891 0.0022279502817964705 0.0034174689999161554
leaf_weight=35.860509663820267 969.55637510120869 103.21939335763454 7.1517754942178717 32.325142309069633 53.164595544338226 521.77932187914848 11.212939903140066 128.81606906652451 57.281972512602806 6.8787421882152548 29.735584825277328 378.84693923592567 61.560279652476311 32.20106528699398 52.256098240613937 532.81128115952015 26.13310033082962 25.070423766970634 7.1939879506826392 7.8434454351663572 17.325468420982361 10.055488511919974 18.832749634981155 23.389781564474106 31.844477340579033 19.087071418762207 20.903139784932137 48.106136113405228 7.8679661154747009 78.568875253200531
leaf_count=158 4311 446 31 143 233 2283 49 568 257 30 130 1664 265 139 226 2340 114 108 31 34 75 43 83 103 140 84 92 212 34 341
internal_value=-5.02979e-05 0.00185143 0.00111776 -0.00338416 0.000737067 0.0015258 0.000461346 -0.000958464 -0.00404157 0.00643441 0.00405391 -0.000480482 0.00644156 0.00531264 0.00192587 0 0.000415092 0.00659551 0.011577 0.00719591 0.00199771 0.00861935 3.28357e-05 0.000817421 0.00199516 0.000463559 -0.00136044 -0.00334938 -0.00451135 0.00459811
internal_weight=3356.88 2135.55 1843.22 1221.33 1725.24 1181.72 659.936 543.524 1026.84 47.8273 40.9485 507.663 292.329 230.769 84.4572 612.109 558.944 117.985 32.2644 146.312 33.0369 113.275 194.488 175.656 143.331 111.486 88.0963 67.1932 15.7114 85.7207
internal_count=14767 9342 8080 5425 7569 5179 2896 2390 4568 209 179 2232 1262 997 365 2687 2454 511 139 632 143 489 857 774 631 491 388 296 68 372
is_linear=0
shrinkage=0.0106442


Tree=11
num_leaves=31
num_cat=0
split_feature=51 54 86 86 30 85 56 93 56 80 6 35 112 118 99 103 148 16 130 51 0 148 113 135 145 93 52 0 1 103
split_gain=175.574 60.6901 30.6469 28.1046 20.1596 15.1247 14.8033 13.7603 15.6834 12.4151 11.739 10.3707 11.4306 10.0645 11.8463 14.1202 11.459 10.034 9.94351 9.50552 9.01184 8.50377 9.28936 13.0319 9.90556 8.17436 9.63743 8.40731 8.09196 9.23792
threshold=1.2350000000000001 1.4850000000000001 3.5819892473118284 2.6414285714285719 0.13545026881720426 0.22718614718614713 1.7050000000000003 19.050000000000004 2.1750000000000003 0.043836402184014855 1489.6467917069779 4.9050000000000011 0.31850000000000006 2.4500000000000006 0.72902097902097907 0.75650000000000006 0.25687991651672271 2.5000000000000004 1.6835000000000002 1.4650000000000001 1488.5114630307687 0.26528267397832622 0.59050000000000014 0.50550000000000017 0.19225000000000003 26.550000000000004 2.3250000000000006 1360.2059706821465 1712.5415578546483 0.73350000000000015
decision_type=2 2 2 2 2 2 2 2 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 6 9 10 19 8 11 -1 -4 20 -13 14 28 16 -16 -8 -10 25 -6 22 23 -11 -24 27 -27 -2 29 -3
right_child=3 13 5 -5 7 -7 17 -9 18 21 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.006731354673465733 0.00086472144997739198 0.0021539372785215061 0.017045850031764995 0.00016161167960989113 0.0015294506472804915 0.018516129091315975 -0.0019633992422537446 0.0029408444705321091 0.012249226555782991 0.00075610861300297457 0.0019657492434685111 0.011452896543265733 -0.0030445941232914958 0.010362390023267562 0.0080016455333090514 -0.0043106344444440153 -0.002025249819013945 0.0089252477201012814 0.0021068721174121344 -0.0089163122694269122 -0.0012105716194248204 -0.0024682127578244009 0.0034450722114377432 0.010092891916049269 -0.0054453459059253988 0.0089220132291715302 -0.0051929392640739803 -0.0046518863450273886 0 0.0094463255786165976
leaf_weight=37.671210467815399 29.42177614569664 29.229592695832253 7.8769526481628409 232.77895247936249 215.88740080595016 14.712766900658606 226.68660065531731 523.2203366458416 19.96375983953476 265.55937118828297 31.913938283920288 18.19838631153107 7.8285703957080832 61.730814009904861 41.259696900844574 26.591647312045097 16.652256458997726 9.7242386937141401 31.414266109466553 57.336291164159775 363.8394351452589 152.88128912448883 18.232734590768814 18.471074119210243 50.546400159597397 11.46467909216881 9.6765792518854123 708.47669033706188 13.890510380268095 103.46651926636696
leaf_count=166 131 126 34 1025 947 63 1004 2287 87 1166 138 79 34 265 178 115 72 43 137 258 1598 674 80 81 222 51 43 3157 60 446
internal_value=-4.94112e-05 0.00186541 0.00111883 -0.00314233 0.000863608 0.00899779 -0.00388282 0.0016476 0.000601925 -0.000820154 0.00521468 0.000105377 0.0066891 0.00636333 0.00524967 0.00190298 0.00493729 -0.00147114 0.00625207 -0.00456836 -0.000172102 -0.000359053 0.000525159 0.00140024 -0.00293602 -0.0042261 0.00196515 -0.00441771 0.00710737 0.00791907
internal_weight=3356.6 2071.04 1778.22 1285.57 1723.71 54.5037 1052.79 1180.35 657.132 543.362 39.7909 605.754 26.027 292.821 231.09 84.5036 57.912 236.411 51.378 816.376 579.727 505.691 352.81 284.03 68.7791 759.04 21.1413 737.898 146.587 132.696
internal_count=14767 9055 7793 5712 7558 235 4687 5169 2882 2389 172 2658 113 1262 997 365 250 1047 224 3640 2545 2223 1549 1247 302 3382 94 3288 632 572
is_linear=0
shrinkage=0.0106442


Tree=12
num_leaves=31
num_cat=0
split_feature=47 50 86 86 91 86 36 41 26 135 36 131 99 30 28 35 112 149 86 85 138 6 47 41 143 128 37 134 89 142
split_gain=143.294 60.9265 24.6364 20.1186 14.8961 14.32 21.2803 14.2791 13.8582 12.2532 11.713 10.461 11.7656 11.1336 10.3748 10.1821 13.9769 12.7246 9.21863 10.5854 8.77348 8.46019 8.30247 8.19083 9.25395 11.9773 7.80956 7.60508 8.62209 7.45297
threshold=1.6850000000000003 1.5050000000000001 3.5941176470588241 3.4428104575163405 -0.0012499999999999497 2.5757142857142861 4.9850000000000012 1.6850000000000003 0.44527777777777783 0.31950000000000006 3.6950000000000007 2.2360000000000002 0.77525252525252542 0.14672782874617732 7.4142857142857155 5.0650000000000004 0.31850000000000006 0.50980383840885701 2.6698717948717952 -0.20102564102564102 5.5000000000000009 1471.0488572527588 1.4350000000000003 1.925 -0.53549999999999998 0.45000000000000007 0.44658288121530065 0.25350000000000006 0.57000000000000017 0.39250000000000007
decision_type=2 2 2 2 2 2 2 2 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 5 9 27 -2 -3 -1 -11 13 22 -6 21 17 -17 -15 19 -9 -4 -10 -13 24 -21 -26 -5 28 -7 -29
right_child=3 8 20 26 11 6 -8 18 14 10 -12 12 -14 15 -16 16 -18 -19 -20 23 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0039873299929848501 -0.0063880083111736621 -0.0024217998139021077 0.0018160833844002089 0.013980521390922198 -0.00013448792715452118 0.0031111866726667233 0.0073777810710616773 -0.0076860223986045043 -0.0006921336331486308 0.0067586615377573231 -0.0086089131300764298 0.015432024427261224 -0.0012493638945067752 -0.0012890944976564106 0.015310637976154721 0.018579675167904965 0.0020723008076660261 0.0023095550802046212 -0.00014380707772895611 -0.0057595738154237013 0.011750101076683044 0.0067570677777006125 0.0036150428835265637 -0.00070697930124297354 -0.0031920603472509273 0.0019566126777130501 0 -0.00076288153304168206 -0.0014305848305803518 -0.0098702092190149984
leaf_weight=185.87123328447342 140.53810888528824 17.828017354011536 18.832897201180458 10.500178351998331 489.6972668170929 78.838226482272148 45.404321447014809 56.181053966283798 15.945930197834967 24.367818489670757 6.8263910114765158 16.304611206054688 13.956901133060454 132.62300884723663 17.113057881593704 9.9514651298522967 18.207881078124046 601.02264623343945 145.939995855093 146.76430583000183 31.636102676391602 229.4290756136179 16.446846812963486 181.4954759478569 475.27127227187157 54.748555615544319 7.294357255101203 30.564684852957726 116.21577444672585 17.800531640648842
leaf_count=818 631 77 81 46 2151 345 198 252 69 107 30 71 61 583 73 43 79 2628 643 654 136 988 72 806 2117 244 32 134 509 78
internal_value=-5.64102e-05 0.00160281 0.000897106 -0.00297151 0.000685567 -0.000851376 0.000671725 -0.0031443 0.0062343 -0.00292632 0.00305934 0.00129257 0.0062865 0.0010978 0.00686219 0.0019037 0.00827859 0.00164472 -0.00270451 -0.0031017 0.00825105 0.00623021 0.00981824 -0.00278939 -0.00333234 -0.00264043 0.00809998 -0.000536033 0.000351346 -0.00433172
internal_weight=3353.62 2134.88 1854.57 1218.73 1804.1 505.889 288.824 1200.94 280.316 217.065 31.1942 1298.21 46.7084 1251.5 262.488 761.805 28.1593 733.646 1060.4 914.461 50.469 245.375 32.7515 858.28 676.784 530.02 17.7945 243.419 195.054 48.3652
internal_count=14756 9331 8124 5425 7907 2219 1264 5347 1207 955 137 5688 204 5484 1130 3333 122 3211 4716 4073 217 1057 143 3821 3015 2361 78 1066 854 212
is_linear=0
shrinkage=0.0106442


Tree=13
num_leaves=31
num_cat=0
split_feature=47 48 26 54 47 30 123 142 137 30 134 80 92 41 84 30 30 41 98 40 10 134 26 91 99 41 55 1 21 78
split_gain=140.35 58.7747 17.5786 16.2714 15.4173 15.1893 12.7969 9.67292 9.5975 9.45627 9.56635 8.67254 8.25442 7.85033 8.88539 7.77665 8.894 9.34057 7.50828 7.24116 12.3151 9.51124 8.46062 7.34625 7.81128 7.10064 7.90947 7.07062 10.8146 9.2517
threshold=1.6850000000000003 2.3250000000000006 0.44527777777777783 1.5250000000000001 2.0650000000000004 0.14672782874617732 2.0955000000000008 -1.6749999999999998 14.15 0.14745470232959443 -0.82899999999999985 0.047450221676826811 -0.71874999999999989 2.1750000000000003 0.030468749999999951 0.10729043683589136 0.11635871296591267 1.6950000000000001 0.71008403361344552 2.8550000000000004 1.3452380952380956 -0.21099999999999999 0.46816666666666668 -0.072499999999999939 0.58578431372549034 2.3150000000000004 1.3650000000000004 1444.9076111516067 0.4642857142857143 0.96666666666666667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -2 13 9 -4 18 -7 -11 -12 -9 19 25 27 17 -17 -8 20 22 -22 -1 24 -21 26 -15 28 -6 -29
right_child=4 2 7 -5 15 6 8 12 -10 10 11 -13 -14 14 -16 16 -18 -19 -20 23 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0015022202485471979 -0.0021492140553503528 -0.003500337550183052 -0.0033913381986939639 0.011537765205722564 -0.0063682069269435891 0.012940118450675256 0.012898952092938907 -0.0035075845801370471 -0.0011153856469307817 0.0070737260816088644 0.0027329922390827558 0.00039223920493911137 0.0071162808392885284 -0.0010265576264785515 -0.0057151559843341398 -0.0042259990287223043 -0.0043804984752108681 0.0081069029363819954 0.0020704972332778277 0.00010528478658817036 0.0062078803590011533 0.00038102761699929121 -0.0030855813662709337 -0.0016697669312265907 -0.010651371290964216 -0.0011593906863799522 0.0061840624829015353 -0.0049482881795168887 0.0094567349326952106 -0.012189262581378771
leaf_weight=57.764598339796066 860.41464956104755 20.1202761977911 9.5152728706598264 16.092400968074799 16.50779198110104 7.9804910570383063 25.279009848833084 7.1936428546905509 11.018313139677046 30.690687373280525 241.92698480188847 751.97110471129417 282.97940313816071 19.924972236156464 14.846499145030974 12.671122267842295 213.4746531099081 14.092067569494246 13.747643202543257 8.4110978394746763 41.906221851706505 150.44237786531448 177.96534413099289 120.94952087104321 24.293422937393188 32.543589219450951 68.23194994032383 49.16403828561306 6.6896902024745932 44.553250446915627
leaf_count=254 3824 87 41 69 74 35 110 31 48 134 1055 3293 1217 87 65 57 956 63 60 37 184 661 783 532 107 142 299 221 30 200
internal_value=-5.5884e-05 0.0015851 0.00579832 0.000837339 -0.00294303 0.00073584 0.00153399 0.00645762 0.0068388 0.00126672 0.00116556 0.000972564 0.00681675 -0.000454208 0.00182548 -0.00482602 -0.00363985 0.0018758 0.00935334 -0.00100343 -0.00026491 0.00170505 -0.00191685 -0.00299263 -0.0075641 0.00283993 0.00443532 -0.00717364 -0.0013523 -0.00850261
internal_weight=3353.36 2135.79 319.809 1815.99 1217.57 1799.89 1082.61 299.688 50.045 1032.57 1024.59 993.898 290.173 717.28 135.547 357.153 240.238 26.7632 39.0267 581.733 428.079 192.349 235.73 153.654 32.7045 120.701 88.1569 116.915 23.1975 93.7173
internal_count=14756 9331 1376 7955 5425 7886 4735 1289 218 4517 4482 4348 1248 3151 593 1601 1076 120 170 2558 1882 845 1037 676 144 528 386 525 104 421
is_linear=0
shrinkage=0.0106442


Tree=14
num_leaves=31
num_cat=0
split_feature=51 50 35 84 80 51 26 46 93 42 40 28 38 38 56 110 19 3 21 30 142 93 112 98 25 136 27 136 13 46
split_gain=130.03 57.7796 16.4128 16.279 14.5707 18.3169 13.2165 13.1511 12.2331 11.1982 10.8461 10.0562 9.10077 8.53757 8.51412 9.16099 8.4423 8.16767 8.54636 8.00348 8.35344 7.92206 9.49528 9.6436 8.26401 7.55695 7.4889 8.05774 8.45446 7.69972
threshold=1.2350000000000001 1.5050000000000001 3.4050000000000007 0.028630952380952354 0.078767816259205106 1.155 0.44527777777777783 2.4650000000000003 26.550000000000004 1.405 1.635 7.4142857142857155 0.17801497407124403 0.26103324318871041 1.8750000000000002 7.9500000000000011 2.5000000000000004 1402.3479662524562 0.81666666666666676 0.2341383937128618 -1.2689999999999997 15.900000000000002 0.68150000000000011 0.65108695652173931 0.77500000000000013 9.4000000000000021 0.53816666666666679 8.1500000000000004 0.45000000000000007 4.1350000000000007
decision_type=2 2 2 2 2 2 2 2 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 5 26 -3 8 13 -4 12 -8 -5 -2 15 17 -16 -6 -19 20 -11 -7 23 -23 -24 -9 27 -1 -29 -28
right_child=7 6 3 10 14 21 11 25 -10 19 -12 -13 -14 -15 16 -17 -18 18 -20 -21 -22 22 24 -25 -26 -27 29 28 -30 -31
leaf_value=0.003080571471495134 0.0028000144901221928 -0.0023693258171009948 0.0089521147800883365 -0.00070263476673350345 -0.0092107828103100992 -0.0022766665870845768 0.0060703156623704724 -0.0026856398953025067 0.0090573438483318863 -0.0015635049931043874 -0.0040551379642810382 0.014989367406928095 0.010175897151414454 -0.0047891110221734865 -0.00070517804072648608 -0.0057676212446981468 0.0091726104722954192 -0.00090418005986842205 0.010370198864244583 -0.00086108348882682473 0.0034392658738612671 0.0029937975009281248 -0.0062966281541541672 -0.0014319723632655143 0.0029404057939725501 -0.00053942216012783809 0.0075793343220447833 -0.0015423673185136165 0.0068059047126598883 0.00095915089097585871
leaf_weight=170.71561872959137 15.730433806776999 17.802421733736992 34.104393780231476 21.398630946874619 12.002391234040259 198.29372520744801 246.21872298419476 539.56130667030811 7.186411350965499 38.459829643368721 70.345979064702988 17.20684503018856 13.115291178226469 414.67722742259502 38.810203477740288 89.791040807962418 12.507525220513342 81.562835469841957 8.3846944123506528 65.141938716173172 427.80035488307476 154.2521425485611 37.691942632198334 83.717419177293777 13.71568578481674 304.41301217675209 57.567032128572464 108.91148056089878 15.549166485667227 36.48398058116436
leaf_count=746 70 77 148 93 53 871 1057 2398 32 168 308 73 57 1859 171 396 55 360 37 284 1870 675 165 367 60 1351 252 476 68 159
internal_value=-5.53184e-05 0.00159016 0.000878743 0.00219668 8.05073e-05 0.000728727 0.00608178 -0.00272328 -0.00424095 0.00291758 -0.00159106 0.00669274 0.0031272 -0.00448737 -0.00221495 -0.00326337 0.00149785 -0.000954861 3.01401e-05 0.00251055 0.0030041 -0.000628564 0.000464528 0.00139273 -0.00362806 -0.00192395 0.00245626 0.00157108 -0.000415094 0.00512281
internal_weight=3353.12 2071.55 1790.32 670.366 1119.96 876.898 281.228 1281.57 437.594 565.507 104.86 263.426 34.5139 430.408 243.059 191.741 51.3177 101.95 89.9475 531.402 466.26 487.671 289.377 237.97 51.4076 843.974 389.227 295.176 124.461 94.051
internal_count=14756 9046 7839 2928 4911 3839 1207 5710 1961 2470 458 1130 150 1929 1072 846 226 450 397 2322 2038 2138 1267 1042 225 3749 1701 1290 544 411
is_linear=0
shrinkage=0.0106442


Tree=15
num_leaves=31
num_cat=0
split_feature=47 54 86 86 56 53 30 86 91 30 16 29 90 133 145 149 98 113 26 94 9 113 130 86 30 29 110 30 85 91
split_gain=148.95 59.3367 26.0644 22.8216 16.2579 12.5503 11.4705 12.9078 15.7315 10.6834 10.6038 10.1343 9.3576 9.07371 8.57065 8.44487 8.41535 10.2491 10.5939 8.30727 15.1274 14.1172 8.14344 7.80611 10.3686 13.1578 7.72019 7.66878 7.53568 7.22934
threshold=1.6850000000000003 1.4850000000000001 3.7370689655172415 2.6414285714285719 1.7050000000000003 1.5450000000000002 0.13596116504854369 2.8596059113300498 -1.0000000180025095e-35 0.10729043683589136 2.5000000000000004 1.1055555555555558 -0.29708333333333331 0.61250000000000016 0.79515000000000013 0.62839366515837114 0.4330357142857143 0.40950000000000003 0.48816666666666669 17.550000000000004 0.59166666666666679 0.28650000000000003 2.6125000000000003 2.9811752287121753 0.15318947980238304 3.3541666666666674 5.0500000000000007 0.18296668260800253 -0.17357142857142852 -0.0024999999999999497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 9 -3 16 8 14 -2 -6 -10 -13 -5 22 19 17 -1 -19 21 -21 -9 -8 -7 -25 26 -26 29 -27 -15
right_child=3 5 -4 13 10 23 7 15 11 -11 -12 12 -14 27 -16 -17 -18 18 -20 20 -22 -23 -24 24 25 28 -28 -29 -30 -31
leaf_value=-0.00018666417936639241 -0.0063095901785053046 0.014337654470525653 0.010409642574921159 -0.007364465748406007 -0.0012589863640997639 0.0044984267175763601 7.5416951293425102e-06 0.0044282266207125286 -0.0066466789704883065 -0.0034654823341527278 0.011805545454450627 -0.0033513322585586587 0.0020147300498698732 0.00012309146826812694 -0.0065438892768869836 -0.0053671041778313071 -0.00089974809984543923 0.015485877014403881 0.0016106425641426048 0.021273852337169233 0.0050562283016830347 -0.0027773381068852926 -0.0078720411452109888 0.00056521246626015597 0.011525733490521767 0.0056602281084845996 -0.0032218023976058499 -0.002546952105202505 0.020677092300312748 0.0052775345226335176
leaf_weight=40.060608193278313 217.3620498329401 21.354980900883675 33.006223067641258 15.577883020043371 184.19433292746544 219.35115361213684 151.07194441556931 100.9626223295927 16.230681881308556 614.61596316099167 7.2204082459211341 37.415580555796623 713.5599212795496 76.410080343484879 35.711005955934525 10.520151242613791 500.77582243084908 12.333944186568262 16.591733872890472 7.5913304537534705 93.500546544790268 42.46789439022541 16.181371673941612 14.001778364181517 7.0590706318616849 7.5032398551702491 7.7191672325134277 46.434151694178581 18.320451527833942 57.16275529563427
leaf_count=176 976 91 141 69 819 941 663 440 71 2751 32 164 3120 337 157 46 2202 54 73 33 407 185 71 60 30 32 33 205 78 252
internal_value=2.52045e-05 0.00173089 0.00100883 -0.00293727 -0.00357493 0.00616496 0.000830123 0.00141231 0.000837946 -0.00422114 -0.00071136 0.00154245 0.00173341 0.000345645 -0.00177337 0.003556 -0.000403383 0.00304767 0.0078898 0.00398281 0.00637786 0.0022216 -0.000692056 0.0054896 0.00927911 0.0120257 0.00311261 0.00107117 0.0167202 0.0024075
internal_weight=3342.27 2123.29 1827.98 1218.98 1023.39 295.31 1794.98 1225.21 970.171 831.978 191.415 767.206 750.976 195.585 202.964 255.043 569.762 68.9863 28.9257 244.522 101.092 143.431 167.253 273.955 54.6037 40.6019 14.7782 180.007 25.8237 133.573
internal_count=14709 9268 8003 5441 4578 1265 7862 5357 4246 3727 851 3355 3284 863 891 1111 2505 303 127 1065 440 625 734 1174 233 173 63 794 110 589
is_linear=0
shrinkage=0.0106442


Tree=16
num_leaves=31
num_cat=0
split_feature=51 50 86 86 56 30 86 89 50 16 102 136 1 39 94 56 89 27 86 149 79 89 145 122 104 131 80 34 25 11
split_gain=136.103 55.9405 23.4247 22.5952 18.0251 16.1737 13.9787 16.0988 13.313 12.6891 11.4094 11.2477 11.0657 11.5587 10.8844 10.925 10.0513 10.3152 9.61801 9.47915 9.23497 9.10587 9.91639 9.09854 8.71711 8.65269 9.04812 8.63115 8.49146 8.42253
threshold=1.2450000000000003 1.4750000000000003 3.7370689655172415 2.6414285714285719 1.7050000000000003 0.13596116504854369 2.8596059113300498 1.0000000180025095e-35 1.7850000000000004 2.5000000000000004 0.96350000000000013 7.0500000000000007 1461.9308633488179 0.28152268629318955 16.050000000000004 2.1750000000000003 0.91000000000000014 0.51950000000000018 3.4246212121212127 0.60980563244674457 3.2324586768169588 0.11000000000000001 0.93165000000000009 1.5940000000000003 0.75950000000000017 2.2930000000000006 0.043836402184014855 5.2750000000000012 0.2678571428571429 0.62142857142857155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 25 7 14 29 11 18 -6 13 -13 15 -7 17 -12 23 20 24 -9 -23 -5 -8 26 -1 -16 -14 -3
right_child=3 8 -4 10 9 6 19 21 -10 -11 16 12 28 -15 27 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0062795691750857641 -0.0042489049014052763 -0.0011357604566715692 0.010175123314224373 0.0022602556522839721 -0.0040285838311902361 -0.00023916322586187277 0.005868600046143228 -0.0079001469275568319 0.010742699806540744 0.012702408498245898 -0.0041404399553643841 0.0048339709736727552 0.0098344788792504891 -0.0099656916384148579 0.0024723245147545915 0.0079385734368297156 -0.011989221518508971 0.0055746140646756774 0.010717717308352524 -3.8565730313954735e-06 0.013543578492140841 -0.00019658538401094676 -0.010615496631199485 -0.0056209319333137379 0.0005067802679956648 0.0058139579370697558 -0.00063419672170416134 0.011752039455333083 0.0011075280450017848 0.0052513579651959656
leaf_weight=35.08326917886734 787.98399330675602 22.881427794694901 30.491765752434731 111.75966814160347 86.047187343239784 329.89215637743473 111.90204857289791 23.869391664862633 52.806892916560173 7.7087812274694434 41.94687993824482 8.1070854812860507 17.581697419285774 17.104375094175339 398.43184472620487 19.537796750664711 12.431237936019896 17.015629902482033 13.289626896381376 52.758720427751541 14.088426813483236 188.29954066872597 11.126112043857573 18.991753876209259 56.070952534675598 21.492125540971756 510.93854719400406 12.404464915394781 58.393374904990196 251.61436830461025
leaf_count=155 3536 98 130 493 383 1446 487 105 225 34 185 36 78 76 1741 85 55 75 58 230 61 826 49 84 244 94 2248 54 259 1079
internal_value=2.49774e-05 0.00163412 0.000897349 -0.00284478 -0.00352977 0.000733069 0.00142736 0.000856431 0.00569081 -0.000569086 0.000231774 -0.00117154 0.00115434 -0.00479048 0.00160145 0.000188054 -0.00319165 -0.00115888 0.00200143 0.00377404 0.00492645 -0.00163319 -0.000830478 0.00103526 0.00414124 -0.000738993 -0.00101614 0.00277805 0.00326517 0.00468072
internal_weight=3342.05 2143.69 1816.39 1198.36 982.926 1785.9 1218.38 983.561 327.303 194.943 215.435 187.234 101.187 25.2115 760.266 349.43 71.3937 58.9625 144.041 234.82 182.061 223.295 199.426 130.751 167.973 567.514 546.022 410.836 75.9751 274.496
internal_count=14709 9357 7955 5352 4402 7825 5328 4306 1402 866 950 832 449 112 3326 1531 315 260 635 1022 792 980 875 577 731 2497 2403 1795 337 1177
is_linear=0
shrinkage=0.0106442


Tree=17
num_leaves=31
num_cat=0
split_feature=51 54 86 86 56 30 99 136 86 91 53 56 102 103 30 99 125 56 120 144 86 99 56 131 28 45 117 4 26 16
split_gain=133.272 58.7566 23.6615 22.1581 17.7021 14.3778 14.2741 13.3991 13.3385 15.5102 11.9975 11.3528 11.1717 10.7717 11.198 10.7347 11.3546 10.6014 10.0294 12.9802 9.37418 8.50883 9.78666 9.97906 12.4728 8.62946 7.80552 7.76819 15.9078 7.73816
threshold=1.2450000000000003 1.4850000000000001 3.7370689655172415 2.6414285714285719 1.7050000000000003 0.13596116504854369 0.64495798319327746 4.6500000000000012 2.8596059113300498 -1.0000000180025095e-35 1.5450000000000002 1.7650000000000003 0.96350000000000013 1.2565000000000002 0.1482928240740741 0.73205128205128212 0.63350000000000006 2.1150000000000007 2.1835000000000004 0.00035000000000000005 3.4246212121212127 0.7947368421052633 1.635 0.95000000000000007 3.4142857142857146 1.1950000000000001 0.87500000000000011 1697.8840677194651 0.49472222222222223 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 2 2 2 2 2
left_child=1 2 5 4 27 -1 7 -6 9 18 -3 13 20 14 -9 16 -11 -17 19 -7 21 22 -5 -24 -25 -23 -10 -2 -29 -12
right_child=3 10 -4 12 6 8 -8 11 26 15 29 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 25 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00063937413988782057 -0.0043942287199685562 0.013996812375075907 0.0098402735826312489 0 -0.0057621490652068012 -0.0041316379860058166 -0.0031664781411697806 0.020868392550704728 0.0040654094146853675 -0.0017956396093277824 0.0042751366103039529 0.00028693820591941242 -0.0031608807564271805 0 0.005024089133850042 -0.00098708550406665274 0.0029778773398972907 0.005348843715259617 -0.007644708028004093 0.0018208044695767688 0.01057101633985897 -0.0058200523692750012 -0.0027960452312051423 0.001457060566634565 0.016725888086976295 0.0031605901327347156 -0.0042963096249038091 -0.0057709179523307407 0.012139369945967274 0.0087562249054369528
leaf_weight=577.48492021858692 764.58366240561008 21.48031260073185 33.159795567393303 45.910645619034767 16.392843544483185 73.904893785715103 108.85803960263729 11.490368247032167 234.73024334013462 61.547680020332336 210.39522407948971 36.102738827466965 71.322972893714905 8.993729963898657 13.056201279163359 242.77383847534657 457.25078515708447 33.997518315911293 29.153625145554543 92.268877848982811 13.330414712429045 31.48421411216259 7.0482302010059348 12.52641609311104 15.73659774661064 18.089167758822441 12.156893298029898 12.470455929636957 9.8246467113494855 64.294181555509567
leaf_count=2541 3436 91 141 203 73 325 484 51 1020 269 900 160 315 40 58 1065 1997 148 128 405 58 139 31 55 69 80 53 56 44 274
internal_value=2.47524e-05 0.00161607 0.000904143 -0.00281703 -0.00349611 0.000735126 -0.000561504 0.00261252 0.00138487 0.000819588 0.00602386 0.00473444 0.000228731 0.0092089 0.0128683 0.00148678 0.00239135 -0.000170894 -0.00184416 -0.000763371 0.00197894 0.00102303 0.00319956 0.00741274 0.0103299 -0.00233139 0.00361117 -0.00420961 0.00165088 0.00536218
internal_weight=3341.82 2144.6 1848.43 1197.22 981.773 1815.27 194.894 86.0359 1237.78 990.897 296.17 69.643 215.449 33.5403 24.5466 795.57 518.798 276.771 195.327 166.174 144.126 130.795 81.2219 35.3112 28.263 49.5734 246.887 786.879 22.2951 274.689
internal_count=14709 9357 8092 5352 4402 7951 866 382 5410 4337 1265 309 950 149 109 3479 2266 1213 858 730 635 577 358 155 124 219 1073 3536 100 1174
is_linear=0
shrinkage=0.0106442


Tree=18
num_leaves=31
num_cat=0
split_feature=51 54 86 86 51 98 122 121 145 93 122 89 35 35 48 3 132 1 122 36 46 105 86 105 27 93 120 42 106 114
split_gain=133.015 37.1595 32.2073 24.1425 22.6179 17.6734 15.5952 13.7109 13.0473 12.9725 12.6189 11.4846 11.1832 10.6106 10.6383 10.2566 10.2013 11.3452 10.0713 9.99219 10.3535 13.5004 9.98487 10.127 10.4462 9.9425 9.92349 9.89892 9.89099 9.76031
threshold=1.175 1.4850000000000001 2.8956442831215976 2.8019607843137257 1.2950000000000002 0.65108695652173931 1.1025000000000003 1.8660000000000003 0.21755000000000002 26.550000000000004 2.3415000000000004 0.41000000000000009 5.0950000000000006 3.3650000000000007 1.7750000000000001 1605.6391653081203 1.2110000000000001 1599.277531600256 1.1520000000000001 1.925 2.4650000000000003 0.79750000000000021 2.9298029556650254 0.82350000000000001 0.54316666666666669 20.550000000000004 1.0500000000000003 4.7350000000000012 0.8590000000000001 3.5835000000000004
decision_type=2 2 2 2 2 2 2 2 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 5 -2 13 8 15 -6 12 19 -10 -1 -15 29 25 -18 -5 -4 -21 27 -3 28 -25 -13 -9 -22 -24 -8
right_child=2 22 11 18 9 -7 7 26 10 -11 -12 16 -14 14 -16 -17 17 -19 -20 20 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.004249949769352058 0 0.00448750150961725 -0.0031616753480694436 3.5543087720747287e-05 -0.0043351056421146537 -0.0028803089083641923 0.003195318606960677 0.014945570308883447 -0.001418538332594174 0.0052358268724811158 0.0074676674191432469 0.00034427060738170372 0.010477817206258379 0.0092325411109986065 -0.0012134973710929684 -0.0012768240478193027 -0.0060844722955273201 0.0037573786942524945 0.0051444259641733048 -0.0023406115511727596 0.012723854018105753 0.00041700669589300889 0.014712320200278314 -0.0048526838853311036 0.010676568884589916 0.011418230316355932 0.0035499478210345987 0 0.00086354764535522379 0.016346611348322635
leaf_weight=114.56355936825275 455.65034462511539 235.11322689056396 15.120355203747748 59.656528070569038 648.23096776008606 508.62143950164318 178.44329831004143 10.509986102581022 354.65453919768333 15.465334951877592 20.405181705951691 50.939545705914497 9.0118038952350599 14.453673630952833 42.526047050952911 57.264811530709267 48.492054477334023 16.878006458282471 221.48131109774113 12.926951557397841 41.072239905595779 23.846246227622032 36.623361751437187 9.6042724698781985 9.1809375137090665 11.854825273156164 91.700991496443748 7.3579533696174613 8.9137377142906171 7.119210258126258
leaf_count=505 2012 1004 66 260 2916 2254 780 46 1553 69 89 224 39 63 186 250 213 74 960 57 179 104 155 41 39 52 400 32 38 31
internal_value=-0.000145807 0.00222969 -0.00204681 0.00136928 -0.0025746 -0.00151637 0.000505965 0.00119494 0.000586451 -0.00409628 -0.000612654 0.00166772 -0.00109489 -0.00236121 0.00125214 0.00252624 -0.000368713 -0.00338288 0.00409766 0.00437387 0.00583429 0.00744158 0.00559046 0.00945891 0.00217841 0.00260199 0.00482437 0.0106837 0.0122319 0.00375642
internal_weight=3337.68 1481.23 1856.46 1181.79 1627.97 964.272 900.653 729.11 626.899 663.696 384.072 228.488 363.666 171.543 56.9797 242.827 128.164 65.3701 281.138 100.324 85.2034 72.2764 299.436 64.3223 18.7852 62.7944 102.211 48.4302 45.5371 185.563
internal_count=14691 6439 8252 5162 7251 4266 3942 3188 2742 2985 1681 1001 1592 754 249 1061 563 287 1220 438 372 315 1277 273 80 276 446 211 193 811
is_linear=0
shrinkage=0.0106442


Tree=19
num_leaves=31
num_cat=0
split_feature=51 54 86 86 51 98 93 35 123 93 54 148 123 1 1 148 86 105 109 27 99 105 126 53 149 77 54 86 86 111
split_gain=130.234 36.2945 31.562 23.5915 22.1948 17.3238 12.7198 12.5353 11.8226 13.7626 13.1952 15.9066 11.6876 14.0088 12.0738 11.1263 9.72566 9.85664 12.296 10.209 9.41924 9.13259 10.2036 9.64266 8.90517 8.56591 8.27118 8.21898 8.12513 7.82056
threshold=1.175 1.4850000000000001 2.8956442831215976 2.8019607843137257 1.2950000000000002 0.65108695652173931 26.550000000000004 6.0450000000000008 1.8210000000000004 22.050000000000004 1.3550000000000002 0.25163144129939685 1.3945000000000001 1399.139182340218 1654.381153643277 0.22116209262435679 2.9298029556650254 0.82350000000000001 2.5000000000000004 0.54316666666666669 0.65108695652173931 0.5525000000000001 1.8450000000000002 2.2450000000000006 0.54246508583276387 1.9666666666666668 1.2650000000000003 3.4641025641025647 1.1250000000000002 6.6500000000000012
decision_type=2 2 2 2 2 2 2 2 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 7 5 21 -6 8 9 10 11 -1 13 -4 29 -12 -3 18 -18 -19 26 -2 25 -24 -10 -23 -14 -22 -26 -15
right_child=2 16 12 -5 6 -7 -8 -9 24 -11 15 -13 20 14 -16 -17 17 19 -20 -21 27 22 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00039194703743591886 -0.0017433653651022505 0.0044347294533868039 0.01687036919751423 0.0040498714790824872 -0.004295200731239273 -0.0028522285872693352 0.0051713685071291329 0.0097240624582973952 0.0090069356348619987 0.0021704680396190008 -0.00383921619532005 -0.0042566880258682023 -0.0014346349739576387 0.0036486417057695879 0.016349731237027997 0.0021356511325374369 0.014530809178677663 -0.0048069261016067538 0 0.010535970798892602 -0.0056255332157472346 0.0035537885666643856 0.0084021168327133786 -0.0039807328715688699 0.0028569488015621142 -0.0021663490740503133 0.0078420663236765647 0.0050332353838689553 -0.008315673651323293 -0.0023217805917183985
leaf_weight=135.45216493308544 194.07113456726074 235.3772054463625 8.9296059161424619 281.45285879075527 647.29441833496094 508.16411308944225 15.491293475031851 16.468109011650085 26.742219984531403 209.89307872951031 42.962661474943161 202.05369785428047 21.23824243247509 79.427663087844849 7.117675155401229 181.57648624479771 38.107244789600372 9.5925567448139208 7.5558976978063574 9.2042988389730436 49.546713009476662 164.01604817807674 7.7355148792266837 56.026024878025055 77.833857044577599 33.801622122526169 19.572902426123619 8.7974736541509611 7.7830429226160041 33.961075499653816
leaf_count=594 858 1004 39 1220 2916 2254 69 71 117 915 188 891 93 348 31 793 161 41 32 39 218 724 34 247 339 149 85 38 34 149
internal_value=-0.000143974 0.00220522 -0.00202633 0.00135457 -0.00254934 -0.00150092 -0.00405811 0.000500742 0.000317113 -0.000139386 -0.00102066 -0.00235995 0.0016494 0.00377378 0.00271625 0.000945709 0.00552423 0.00933979 0.0120705 0.00214786 -0.00101791 0 0.00130412 -0.00231389 0.00354677 0.00252333 0.00275735 -0.0038385 0.00171874 0.0017679
internal_weight=3337.25 1482.06 1855.19 1182.22 1626.6 963.814 662.786 900.765 884.297 771.938 562.045 337.506 228.591 129.436 120.506 224.539 299.837 64.46 45.6631 18.7969 99.1553 455.65 261.579 63.7615 112.359 197.818 40.8111 58.3442 85.6169 113.389
internal_count=14691 6439 8252 5162 7251 4266 2985 3942 3871 3381 2466 1485 1001 567 528 981 1277 273 193 80 434 2012 1154 281 490 873 178 256 373 497
is_linear=0
shrinkage=0.0106442


Tree=20
num_leaves=31
num_cat=0
split_feature=51 54 86 86 51 98 35 148 86 90 86 106 132 54 137 41 4 0 11 133 3 96 103 84 84 7 145 7 114 3
split_gain=127.505 35.4444 30.9346 23.0478 21.7768 16.9772 12.2336 11.0941 10.0643 9.47359 9.46407 9.65444 8.59063 8.51227 8.44052 8.43854 8.65111 8.42828 8.32825 9.00641 8.48329 8.10976 8.09295 7.7409 7.69952 11.0743 13.7639 8.09876 7.53082 7.51046
threshold=1.175 1.4850000000000001 2.8956442831215976 2.8019607843137257 1.2950000000000002 0.65108695652173931 6.0450000000000008 0.28892252608904478 3.7370689655172415 0.061249999999999957 2.9298029556650254 0.8590000000000001 2.4145000000000003 1.3550000000000002 29.050000000000004 1.6450000000000002 1410.2541385387422 1556.418057562121 1.7238095238095241 2.2930000000000006 1657.7751963286732 5.5000000000000009 0.99950000000000017 0.0175478468899521 0.021439144736842105 21.299178527455187 0.17665000000000003 48.573937915688482 0.29150000000000004 1434.9578716028682
decision_type=2 2 2 2 2 2 2 2 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 5 14 7 9 -4 12 24 -12 21 17 23 16 -6 -11 19 20 28 -1 -14 -2 -3 -26 -27 -28 -17 -7
right_child=2 10 8 -5 15 29 -8 -9 -10 13 11 -13 22 -15 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.00013124998383903742 0.00084738154056544595 0.0053983043365195254 0.00098700856410405833 0.0040022633161818713 0.0017348647209620902 -0.00035586336208348298 0.0095955602361352099 -0.0052373709050172312 0.010160782156040401 -0.0078772444873099392 0.011539586906877088 0.0010383236422568326 0.015122572702161967 0.0016838726631202565 -0.00689370098549239 -4.8478921327427245e-05 -0.0086628611292071528 0 -0.0065403783834032869 0.0078710474204531679 0.0034174554285635547 0.0028482410621205314 0.0020008294637256338 -0.0035506031597018757 -0.004092842811471902 -0.0055111930803055705 0.018432462097853319 0.0021031200946032644 -0.0040230365039391324 -0.0035359402522798593
leaf_weight=550.72157940268517 385.47272808849812 184.84603913128376 213.76595483720303 281.76764400303364 8.5369869917631132 116.89797542989254 16.51077900826931 38.633855253458023 14.924343183636664 39.02268023788929 49.330434069037437 15.265997335314749 9.4106561690568942 34.553254932165146 19.24054816365242 68.868800953030586 70.545792922377586 29.834156721830368 93.877008005976677 8.0250861644744855 19.77547287940979 164.4551458209753 17.727832928299904 50.939715966582298 26.265719041228294 7.2985808849334743 8.9629707485437411 8.2628758698701841 392.25014659762383 390.81180402636528
leaf_count=2412 1702 788 937 1220 39 519 71 171 64 172 208 65 41 151 85 310 322 131 423 36 89 716 77 225 112 31 38 35 1766 1735
internal_value=-0.000142262 0.00218088 -0.00200609 0.00133993 -0.0025244 -0.00148577 0.000495584 0.000313825 0.00163157 0.000579817 0.00545845 0.00922027 0.00101029 -0.00240879 0 -0.00402027 -0.00740775 -0.00461492 -0.00354261 -0.00294555 -0.00314787 0.000770694 0.00693761 0.000309989 0.00438268 0.000479811 0.00580497 0.0112087 -0.00345218 -0.00282441
internal_weight=3336.8 1482.87 1853.93 1182.64 1625.24 963.363 900.87 884.359 228.69 845.725 300.233 64.5964 742.315 103.41 455.653 661.879 79.0828 68.8568 582.797 488.92 480.894 715.177 27.1385 436.412 235.636 50.7901 24.5244 17.2258 461.119 507.71
internal_count=14691 6439 8252 5162 7251 4266 3942 3871 1001 3700 1277 273 3246 454 2012 2985 361 303 2624 2201 2165 3128 118 1927 1004 216 104 73 2076 2254
is_linear=0
shrinkage=0.0106442


Tree=21
num_leaves=31
num_cat=0
split_feature=51 54 86 47 147 86 39 30 146 28 100 141 17 90 145 136 124 111 147 28 144 99 141 146 135 54 104 49 41 143
split_gain=137.724 50.5468 26.7887 19.671 15.6632 11.655 11.1623 10.9674 10.3717 10.267 10.005 9.94396 9.77983 10.7217 9.92871 9.22663 10.6626 10.0714 8.75056 11.4145 8.24712 8.2239 7.99715 7.97173 7.93979 10.866 9.61354 7.81227 7.58896 7.47382
threshold=1.2050000000000003 1.4850000000000001 3.131884057971015 2.0650000000000004 0.39965962962395968 3.8660714285714293 0.42976513239726083 0.13596116504854369 0.0077500000000000008 5.5857142857142863 0.77500000000000013 0.13100000000000003 1.5000000000000002 0.22249999999999998 0.21035000000000001 8.8500000000000032 0.77500000000000013 5.6500000000000012 0.46252839585274935 2.7888888888888892 0.00035000000000000005 0.5590277777777779 -1.2704999999999997 0.0018500000000000003 0.18900000000000003 1.1050000000000002 0.68950000000000011 3.5550000000000002 2.2250000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 15 28 7 9 8 -6 10 -4 -5 13 14 -9 -2 29 23 19 -14 24 -3 -19 27 -13 -26 -27 -18 -1 -17
right_child=2 21 6 11 5 -7 -8 12 -10 -11 -12 20 18 -15 -16 16 17 22 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0042509152910452193 -0.0024414741399658921 0.0096373334555236775 0.014988989918643218 -0.0062530662469797039 0.00053312571229187616 0.0093121409074148828 -0.0051262426878213533 0.0036983134440445602 -0.0074813232793754635 0.016554069464301928 0.0018287214691241726 -0.002900857075011956 -0.0024966825069738761 -0.0032485443149270483 0.0010627785933152775 -0.00051562617870274362 -0.001946401668151552 -0.0052721288413592948 0.00096177916291995157 0.0075972227609012039 -0.0070145342740474473 0.0051917912959316415 0.0020546912543546892 -0.0078839916960190392 -0.0032125670635860188 0.013719051989956843 -0.0004416317304228349 0.0068911853946308022 0.0047006617150349376 -0.0087676751969249581
leaf_weight=73.835844874382019 708.25221514701843 69.795357421040535 8.071563854813574 194.05557698011398 401.79155276715755 23.197806641459465 12.135254636406897 263.39323553442955 19.111465230584145 8.9825370460748655 52.207067027688026 78.807516679167747 12.853127002716063 44.895967930555344 464.36781147122383 27.991978570818901 97.321316212415695 17.548909187316895 56.479578733444214 99.046974316239357 35.002989664673805 234.04771484434605 226.92807205021381 23.14025454223156 15.185115575790403 13.292950123548509 6.8674715012311927 12.520523592829703 11.498365998268126 27.549214214086533
leaf_count=325 3157 296 35 880 1765 98 53 1146 84 39 228 357 56 196 2025 125 433 78 246 431 159 995 1008 103 69 60 31 56 50 123
internal_value=0.000251374 0.00228464 -0.00204586 -0.00237626 0.00145865 0.00173609 0.00385077 0.00159935 0.000144294 0.00557512 0.003765 -0.00462836 0.00223901 0.0017107 0.00203106 -0.00168978 -0.00043602 0.000177978 0.00460099 0.00634404 -0.00244424 0.0062475 0.00148584 -0.00214753 -0.000950927 0.00309984 0.00837489 -0.000843509 -0.00292178 -0.00479767
internal_weight=3340.18 1774.31 1565.86 1484.46 1470.47 1385.14 81.3964 1361.94 420.903 69.2612 60.2786 343.212 941.037 772.657 727.761 1141.25 433 377.459 168.38 111.9 149.156 303.843 244.477 132.982 114.153 35.3455 20.1604 109.842 85.3342 55.5412
internal_count=14707 7713 6994 6639 6422 6047 355 5949 1849 302 263 1556 4100 3367 3171 5083 1926 1678 733 487 676 1291 1086 592 517 160 91 489 375 248
is_linear=0
shrinkage=0.0106442


Tree=22
num_leaves=31
num_cat=0
split_feature=51 50 86 47 35 102 127 42 39 11 3 110 147 131 122 38 121 127 28 141 46 38 26 104 136 126 141 137 137 27
split_gain=134.839 45.3421 26.2478 19.3184 17.4488 13.5458 11.4275 12.256 10.9276 10.7232 10.5718 10.649 10.4064 10.2789 12.1307 17.336 10.7632 10.1831 9.9576 9.76377 9.30364 9.23462 9.03937 9.40939 9.03652 9.9878 9.03317 13.8615 8.98824 8.66727
threshold=1.2050000000000003 1.4750000000000003 3.131884057971015 2.0650000000000004 6.0450000000000008 1.2585000000000002 1.1055000000000004 2.9450000000000007 0.42976513239726083 1.1833333333333336 1602.4021784643869 11.450000000000001 0.39965962962395968 1.5855000000000004 1.2565000000000002 0.25672825562676643 0.68350000000000011 1.1835000000000002 5.5857142857142863 0.13100000000000003 4.0250000000000012 0.27404286854198762 0.48050000000000004 0.57150000000000001 8.8500000000000032 1.1835000000000002 0.39750000000000008 4.0500000000000007 16.450000000000006 0.46414285714285713
decision_type=2 2 2 2 2 2 2 2 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 24 5 12 21 9 18 -8 11 -9 -1 14 15 -14 -16 20 22 -5 -15 -7 -4 -24 -2 26 27 -26 -19 -12
right_child=2 -3 8 19 -6 6 7 10 -10 -11 29 -13 13 17 16 -17 -18 28 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0033880258372914374 -0.002417386583190558 0.0057905499728923013 0.009628226792363059 -0.0061999197612862648 0.011398953918659194 0.0017375215782355689 0.01322002785100675 0.00067193713721272474 -0.0050792734512946454 0.0048503012002299294 0.0052142037354950838 0.0069375780692625729 0.0014448387048999871 0.0091115292389486891 0.0075690358250520501 -0.0041055784362840136 0.00087266458714451583 8.3321254787432943e-05 0.016302886373231618 -0.0024217329067283784 0 -0.0054905790103519014 0.0047107866381324789 -0.0058633204428365695 0.013796878906529123 0.00075543251683182256 -0.0065006621446685705 -0.0018622292049093585 0.0071022490473878789 -0.0051126779228085929
leaf_weight=67.392574697732925 707.69851589202881 335.95648498833179 19.938126817345619 193.63800852000713 19.876465111970901 96.354851618409157 26.732108101248741 64.786145389080048 12.117204144597052 71.958221584558487 12.197684749960898 66.474948570132256 114.05220726132393 46.073148816823959 29.578151568770409 139.14287255704403 461.62198643386364 122.91250720620155 9.0236254930496198 149.03595109283924 17.910746812820435 25.153843805193901 25.492331758141518 14.908855378627775 6.7506180703639975 276.40591986477375 47.541360825300217 102.24640972912312 25.67443822324276 31.501179784536362
leaf_count=297 3157 1428 87 880 85 419 116 282 53 313 53 289 499 201 129 613 2016 536 39 676 78 110 111 65 30 1228 212 456 112 137
internal_value=0.000248607 0.00225923 -0.00202585 -0.00235334 0.00142772 0.00128071 0.00296199 0.0041701 0.00380715 0.00722371 0.00238766 0.003925 0.000621894 0.00091525 0.000309965 -0.00156394 0.00129725 0.00298552 0.00551081 -0.00458733 0.00658074 0.000154861 0.00372299 0.00054902 -0.001673 -0.000431974 -0.00259565 -0.000796134 0.00136674 -0.00199002
internal_weight=3340.15 1775.35 1564.8 1483.32 1439.39 1419.52 395.159 273.65 81.4801 98.6903 174.96 131.261 1024.36 956.966 744.395 253.195 491.2 212.571 69.3629 342.674 63.9839 121.509 60.3393 40.4012 1140.64 432.944 156.538 108.997 148.587 43.6989
internal_count=14707 7713 6994 6639 6285 6200 1719 1190 355 429 761 571 4481 4184 3257 1112 2145 927 302 1556 279 529 263 176 5083 1926 698 486 648 190
is_linear=0
shrinkage=0.0106442


Tree=23
num_leaves=31
num_cat=0
split_feature=51 41 86 55 102 55 35 55 145 120 55 28 28 85 109 38 55 127 38 133 1 19 98 55 55 55 99 148 102 127
split_gain=132.018 34.7125 25.7032 17.1743 14.2124 11.9861 11.954 20.863 14.9891 11.7165 10.8715 10.537 10.4384 10.328 10.2853 9.77887 9.35672 9.25386 10.5083 9.70431 12.654 12.4262 12.6573 10.6715 8.93517 9.69642 9.1408 8.38669 8.20394 8.11963
threshold=1.2050000000000003 2.4050000000000007 3.131884057971015 2.0350000000000006 1.2585000000000002 1.2250000000000003 3.0450000000000004 1.3650000000000004 0.47720000000000007 1.3165000000000002 2.0250000000000004 7.4142857142857155 5.5857142857142863 0.19813953488372094 2.5000000000000004 0.26408466619486087 2.0050000000000003 1.1055000000000004 0.27404286854198762 1.4720000000000002 1426.2688902216153 1.5000000000000002 0.6132478632478634 1.4150000000000003 1.9350000000000003 1.7550000000000001 0.55277777777777792 0.20784537514886858 1.3185000000000002 1.2930000000000004
decision_type=2 2 2 2 2 2 2 2 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 10 6 -3 8 15 9 -1 16 -7 -4 27 -10 -8 24 18 -6 20 -19 22 -22 -21 25 26 -2 -9 -26 -29
right_child=2 5 12 -5 17 11 7 13 14 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 23 21 -23 -24 -25 28 -27 -28 29 -30 -31
leaf_value=-0.0012422277175365964 0.0004467390024664038 0.014725573447192879 0.0021668480739771324 -0.0062292103883751131 0.0023181221906703599 0.0045159768673899738 0.0036946597745046829 -0.003173799257894737 -0.0046900514363877053 0.004171323399919674 0.011369837348777537 0.013793320312491085 0.014165720133741195 0.0059595569104354254 0.0044215695247856015 0.012301425678059164 -0.010395149879411102 0.02101280987540402 -0.0053388069813132275 0.0048835443923786245 0.0075332447912071065 0.010515445767382564 -0.0038808061949849328 0 0.00027515718901487005 -0.0036966421209279443 -0.0021205523562651393 0.0025483668305897687 0.012839767747999862 -0.00038965569686646545
leaf_weight=97.887416765093803 192.74184736609459 17.5660001039505 71.592440649867058 120.14109192788601 102.60620613396168 218.27244436740875 205.31827744841576 73.589280188083649 114.92800243198872 81.412855505943298 6.6390637755393973 16.261533990502357 9.9729626476764661 37.251738250255585 14.815930321812628 17.590607598423958 15.634446516633032 7.6236208230257025 24.884216114878654 133.67459453642368 21.954785570502281 36.743081569671631 20.913637161254883 87.360691234469414 69.826678574085236 348.7312758564949 721.78812998533249 168.7047426700592 6.6585576385259619 276.99358385801315
leaf_count=431 857 74 312 547 445 930 886 322 506 356 30 68 43 162 65 76 71 33 109 577 95 159 91 380 316 1573 3215 737 30 1211
internal_value=0.000246177 0.00223446 -0.00200575 -0.00233027 0.00161983 0.00590904 0.000955809 0.00166259 -0.000792816 0.00115732 -0.00197865 0.00520396 0.00376258 0.000538943 -0.00356869 0.00442092 -0.00205178 0.00325443 0.000741304 0.00425973 0.00735123 0.00591119 0.00172007 0.00299216 -0.00194658 -0.00216394 -0.00156801 0.000129883 0.00150618 0.000698896
internal_weight=3340.08 1776.35 1563.73 1482.16 1524.25 252.1 1088.49 779.448 309.044 179.3 1362.02 234.534 81.5654 556.539 129.744 222.909 1355.38 435.761 127.49 308.27 87.2351 79.6115 42.8684 221.035 1339.75 1263.26 914.53 519.288 76.4852 445.698
internal_count=14707 7713 6994 6639 6641 1072 4752 3394 1358 787 6092 998 355 2432 571 962 6062 1889 554 1335 378 345 186 957 5991 5645 4072 2270 346 1948
is_linear=0
shrinkage=0.0106442


Tree=24
num_leaves=31
num_cat=0
split_feature=47 54 134 45 18 48 147 105 140 16 26 3 41 147 134 143 31 122 28 90 147 85 37 115 141 36 124 149 134 7
split_gain=139.362 44.7073 15.7454 14.7388 13.4927 12.5371 13.0457 11.8947 11.0176 10.9488 10.9244 10.0442 11.8449 9.60431 11.9141 9.21186 9.2072 10.0639 8.95073 8.70277 9.36144 9.69172 8.59892 8.26929 11.54 12.1067 9.8935 8.29764 8.19519 14.0658
threshold=1.6850000000000003 1.4850000000000001 -0.82899999999999985 1.3950000000000002 3.5000000000000004 1.905 0.42304096869314262 1.0535000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.43527777777777782 1620.0035955849262 2.4950000000000006 0.45136847331266761 0.22700000000000004 0.32850000000000007 0.11639196206818692 0.97500000000000009 7.4722222222222232 1.0000000180025095e-35 0.43831445964906096 0.13409356725146193 0.71297908263552878 1.6125000000000003 0.053500000000000013 2.6850000000000005 0.90000000000000013 0.54150293202056043 0.14650000000000002 35.023961984083947
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 18 6 23 10 -2 -6 16 12 -12 14 15 -9 -7 -18 -3 28 -21 -22 -11 26 25 -25 -4 -26 29 -8
right_child=3 4 5 -5 9 7 19 13 -10 22 11 -13 -14 -15 -16 -17 17 -19 -20 20 21 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.0076604827442112453 -0.0030592184876795754 0.0033740224931102405 0.00091513246976071376 -0.0076908234457550677 0.0026535432038835645 0.0087422234353698655 0.0015069962205928418 -0.00029574465665938303 0.00016313632331232126 0.014121251599575967 0.0031876214554943244 -0.00088281257517060165 0.013844098335026886 -0.0052308064586919544 -0.0057226990192190113 0.0085011128077708258 0.0067501846146162062 -0.006359804218061549 0.014724142137795314 0.0040746691259215904 -0.0038335416150127046 0.0031561386773640626 0.0031031551914242044 -0.0078305996102703071 0.0002671842433501797 0.0079495507770498929 -0.0046293458278807847 0.012619407838547777 -0.00043506896577150529 0.0091651984996544613
leaf_weight=38.618691369891167 1002.6132629513741 206.21865372359753 45.218825682997704 73.518180176615715 24.580067202448845 7.137240692973136 432.99344682693481 24.14620503783226 129.63109374046326 43.906660005450249 453.94331702589989 63.548716589808464 12.814695939421652 43.0167006701231 19.553144544363022 25.379066675901413 7.3278976231813422 37.609867185354233 8.867395952343939 28.041213512420654 121.8501273393631 25.916348323225975 13.027182087302206 20.136648565530781 15.41474485397339 7.0263759642839423 141.04690313339233 12.805692687630652 220.6858436614275 29.813318446278572
leaf_count=168 4505 874 200 338 104 31 1896 105 582 185 1972 276 55 187 85 110 32 164 37 123 535 113 55 89 68 31 622 56 967 130
internal_value=-0.000100413 0.00153286 0.000905916 -0.00299518 0.0053742 0.000754784 3.85892e-05 0.00187506 -0.00268102 0.00915981 0.00249229 0.00295736 0.00350267 -0.00123816 0.00109625 0.00400032 -0.00204218 -0.0039885 0.00389074 0.000662376 -0.00142245 -0.00253663 0.0117845 -0.00213617 0.00134311 -0.0033624 -0.00322701 0.0062441 0.00121399 0.002023
internal_weight=3336.41 2130.64 1834.05 1205.76 296.6 1795.43 1100.95 694.477 1132.24 81.5139 582.382 530.307 466.758 112.095 69.0784 49.5253 52.075 44.9378 215.086 859.3 175.808 147.766 56.9338 241.649 55.3835 27.163 186.266 28.2204 683.493 462.807
internal_count=14695 9270 8015 5425 1255 7847 4830 3017 5087 344 2530 2303 2027 487 300 215 227 196 911 3764 771 648 240 1066 244 120 822 124 2993 2026
is_linear=0
shrinkage=0.0106442


Tree=25
num_leaves=31
num_cat=0
split_feature=47 54 86 86 134 41 111 100 91 86 36 120 131 44 54 79 126 144 86 3 131 42 137 141 141 106 6 86 26 36
split_gain=136.518 43.7074 22.9553 20.7169 13.7907 13.4495 13.3233 11.8139 11.4758 12.5823 15.5301 10.9724 10.937 12.0676 11.7963 9.94172 9.51804 9.13629 8.82966 11.3116 10.0662 9.77869 9.276 8.59431 8.40625 8.31121 12.6757 8.30995 8.30926 7.85147
threshold=1.6850000000000003 1.4850000000000001 3.2679487179487183 3.4428104575163405 -0.82899999999999985 1.6250000000000002 3.9500000000000006 2.2900000000000005 -0.0012499999999999497 2.5757142857142861 4.9850000000000012 2.7320000000000007 1.6125000000000003 11.425000000000002 1.3950000000000002 3.0271346066537861 2.7640000000000007 0.00125 2.6273148148148153 1485.4159685671341 1.5635000000000001 3.3150000000000004 3.3500000000000001 -0.14899999999999997 -0.66899999999999993 0.8590000000000001 1503.4819074239601 3.7370689655172415 0.57707142857142879 2.5750000000000006
decision_type=2 2 2 2 2 2 2 2 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 -1 -2 -4 16 9 17 15 12 14 -14 -10 -11 25 24 22 20 29 23 -7 -22 -6 -3 -27 -8 -12 -20
right_child=3 7 6 -5 8 18 27 -9 11 10 28 -13 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.007164284970804586 -0.0078915485472007725 0.0056200788151435808 0.0082644875344238151 0.0087658290710961543 -0.0095434896848420117 -0.0069333560386703281 1.7345375377742925e-05 0.0087337662393248243 -0.00025847115639295607 0.0011633460097015202 0.010572934475137439 0.0090807229302849995 0.0037944294616484402 -0.00590647623844182 0.0026530435323107865 -0.0040410384932478022 -0.0037266331201104628 -0.00029801505884789509 0 -0.0029335721103875786 -0.0058008442057637917 -0.012374795437799284 -0.0029286059785434177 0.01029787492053378 -0.0029591152434759768 -0.0056389882531434656 0.0066288199517649578 0.0090742659880458498 0 0.0086145336518648856
leaf_weight=34.947470337152481 66.144277065992355 156.70667535066605 71.152426064014435 16.350404635071754 33.230657160282135 75.907418370246887 67.080580055713654 86.122046992182732 788.41020357608795 125.09854201972485 24.649020954966545 18.643212199211121 189.43873292207718 14.938193276524542 195.85655628144741 61.392289564013481 15.793100655078886 94.868834063410759 22.429622918367386 104.29151113331318 7.1865925937891006 8.5149273723363859 866.15747721493244 7.2247773110866564 90.141879960894585 20.43119215965271 17.898314848542213 14.481478199362753 10.146526545286177 30.342270910739899
leaf_count=152 305 663 304 71 147 343 289 362 3457 548 107 81 826 65 850 268 67 418 99 463 32 38 3908 32 398 87 76 61 44 134
internal_value=-9.90471e-05 0.00151643 0.000896282 -0.00296631 0.000530468 -0.00313658 0.00485609 0.00531216 0.000383318 -0.00107834 0.000671888 0.000924145 0.000787387 0.00303404 0.000310223 -0.000493661 0.00386469 -0.00290107 -0.00284693 -0.000613904 0.00244336 -0.00316924 -0.00326243 0.00154177 -0.00481768 0.0045332 0 0.00175406 0.00722033 0.00508053
internal_weight=3335.98 2131.43 1834.48 1204.55 1681.76 1188.2 152.714 296.951 1646.81 439.528 221.286 1207.29 1188.64 204.377 984.267 186.491 210.829 218.241 1122.05 179.99 75.6982 22.9263 942.065 14.4114 123.373 195.036 38.3295 81.5621 34.7955 52.7719
internal_count=14695 9270 8015 5425 7361 5354 654 1255 7209 1930 967 5279 5198 891 4307 816 893 963 5049 798 335 102 4251 64 545 826 163 350 151 233
is_linear=0
shrinkage=0.0106442


Tree=26
num_leaves=31
num_cat=0
split_feature=45 50 86 86 30 45 28 105 80 46 92 6 29 102 79 136 49 102 26 106 126 16 99 52 131 147 141 98 11 110
split_gain=131.42 38.5272 24.3908 17.5416 14.0728 13.9292 12.4032 11.2968 10.6347 11.3885 10.2133 11.1524 10.5719 14.0765 11.7005 9.56405 12.3986 9.61639 9.19744 9.46491 9.57922 9.06927 8.82565 11.8102 8.77463 9.02694 17.1528 12.4858 8.62411 8.58958
threshold=1.135 1.4750000000000003 3.3454907161803717 3.4428104575163405 0.13596116504854369 1.3950000000000002 7.4722222222222232 1.1675000000000002 0.045785126783846462 3.3450000000000002 0.41916666666666669 1464.8324674616017 2.3875000000000006 1.0105000000000002 3.2324586768169588 9.4000000000000021 3.6350000000000002 0.19800000000000004 0.44527777777777783 0.8590000000000001 2.6835000000000004 1.0000000180025095e-35 0.65301003344481623 2.1750000000000003 0.7320000000000001 0.46506403181766159 -1.0999999999999999 0.42261904761904762 2.378571428571429 19.750000000000004
decision_type=2 2 2 2 2 2 2 2 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 8 15 18 -4 9 -1 11 -6 13 -13 -14 -2 22 -18 -3 20 21 -20 -17 -24 -10 27 -27 -26 -21 -19
right_child=3 6 7 -5 10 -7 -8 -9 24 -11 -12 12 14 -15 -16 16 17 29 19 28 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00099530412650693277 -0.0034912142179579562 -0.0020247412828525249 0.006800952511664262 0.007996401767556496 0.0099894569018358775 -0.0076342826116820211 0.013623313285518565 -0.0033769100777945866 -0.0037782944086951617 -0.008218841275608962 -0.0025704137787240441 -0.0063879850935754951 0.0013674953295803457 0.0027270967239272741 0.0070633959740805741 0.0021364177048376412 0.00071893483853784524 -0.0073243709098081517 0.004316493408515084 0.0028117494820613779 -0.0013409568457974387 0.009005828721392049 0.0097928860626672019 -0.0025238870408369634 0.0051980128273195671 0.015565095028234785 0.001273589349867751 -0.001225746769570508 -0.0078171138508161611 0.0016521229575100641
leaf_weight=20.881222069263458 723.42338651418686 22.005214840173721 103.09724409878254 15.946511015295981 17.551437050104141 73.598019048571587 18.27472235262394 12.579498887062071 70.61074398458004 41.969167277216911 73.671361863613129 44.312526822090149 928.2965931147337 31.948413923382759 43.897460445761681 114.19742423295975 29.551277905702591 77.385651290416718 122.36088269948959 47.864747598767281 17.439198642969131 92.88284532725811 9.0998836755752546 148.45802330970764 38.456116169691086 11.641962870955465 65.09002485871315 296.54883950948715 10.326339080929754 12.152105644345282
leaf_count=92 3260 94 440 69 76 340 76 54 312 185 323 194 4053 139 190 509 134 351 518 203 74 392 41 664 169 51 286 1307 44 55
internal_value=-9.79738e-05 0.0014865 0.000865711 -0.00291248 0.000534211 -0.00306776 0.0048302 0.00560344 -0.000861063 -0.00499062 0.00121089 0.00148205 0.00132963 -0.00243177 0.00163547 -0.00275672 -0.00137038 -0.00423628 0.00428308 0.00479635 0.00576438 0.0063888 -7.58726e-05 -0.00174593 -0.000301225 0.000269591 0.00357867 -0.000457026 0.000745286 -0.00598889
internal_weight=3335.52 2131.71 1800.55 1203.81 1684.88 1187.87 331.154 115.677 545.198 62.8504 1139.68 1066.01 1048.45 76.2609 972.194 1114.27 390.844 119.089 312.879 290.874 232.683 215.244 271.755 157.558 482.348 411.737 76.732 335.005 58.1911 89.5378
internal_count=14695 9272 7871 5423 7377 5354 1401 494 2402 277 4975 4652 4576 333 4243 5014 1754 540 1325 1231 984 910 1214 705 2125 1813 337 1476 247 406
is_linear=0
shrinkage=0.0106442


Tree=27
num_leaves=31
num_cat=0
split_feature=47 50 86 86 91 86 89 132 145 142 3 90 26 51 11 26 102 37 144 126 150 3 103 105 34 24 53 102 102 48
split_gain=121.727 33.1427 21.5705 16.6 16.0254 11.5977 11.0973 9.75405 9.47568 9.03389 9.78735 9.61495 9.02728 9.31749 8.96538 9.55895 10.6258 8.66195 9.24638 8.71293 8.61466 10.1246 8.3081 14.4288 8.04088 7.90828 7.87915 15.4889 14.6239 12.1447
threshold=1.7050000000000003 1.4750000000000003 3.3717607973421928 2.6099033816425128 -0.0012499999999999497 2.3150375939849632 1.0000000180025095e-35 1.7320000000000002 0.66405000000000014 -0.79749999999999999 1510.6027140791878 -0.34874999999999989 0.46472222222222226 1.2850000000000004 1.9666666666666668 0.58436507936507953 2.0515000000000003 0.55353051809124065 0.0093500000000000024 2.4365000000000001 0.52479469483749097 1499.6658633076547 1.8755000000000002 1.0835000000000001 2.3250000000000006 0.30952380952380959 2.1350000000000002 1.5885000000000002 1.6665000000000003 1.9750000000000003
decision_type=2 2 2 2 2 2 2 2 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 6 5 8 12 14 9 10 -1 -11 13 25 15 -3 -17 18 19 -7 21 -19 23 -9 -4 -2 27 -6 -28 -29
right_child=3 7 24 -5 26 17 -8 22 -10 11 -12 -13 -14 -15 -16 16 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=-0.012329206577657868 -0.0073449716967711274 0.0058381667283864827 0.0070035580520330099 0 0.0014459161805077776 0.00044099770970230945 -0.0053952754650364223 0.0024542504368564454 -0.0075573139156260346 0.008861701542063732 0.00058437968802186474 -0.0014244180251824059 -0.0018133508199608974 -0.0059618578563951519 0.0027496576203812719 0.016192148849188993 0.00037982010013551772 -0.00031598806431380587 -0.0072643820992387507 -0.0084734334483680483 0 0.011434300299831049 0.007482490469157394 -0.0083722745030542656 0 0.00090184398518713764 0.00093014988919095135 0.012448141245301858 -0.0045356898439207214 0.0031747902432783179
leaf_weight=16.073157414793972 17.163394808769226 110.43539729714394 86.470921978354454 192.55845469236374 525.48366217315197 188.59177570044994 245.43511955440044 76.442978426814079 45.513578414916992 11.819134905934332 8.8346738517284376 79.457084119319916 469.54892726242542 153.34414447844028 77.051024407148361 25.25799024105072 7.6617320924997321 10.519909352064131 23.085510849952698 13.262424468994139 42.071795031428337 22.459275022149086 24.546593815088272 16.943476632237434 25.446784034371376 50.893573328852654 615.84280699491501 27.434289485216141 60.581472590565681 49.12250442802906
leaf_count=71 77 467 368 854 2290 827 1120 323 202 52 39 351 2121 697 326 106 32 46 101 58 183 98 104 72 109 228 2704 119 265 212
internal_value=1.36104e-05 0.00148013 0.000913411 -0.00282247 0.000615289 -0.00107239 -0.0034078 0.00455132 -0.00337302 -0.00164357 -0.00732758 0 -0.00268664 -0.00449132 0.00589808 0.00751711 0.0128307 0.000132699 -0.000875398 -9.27268e-05 0.00329393 0.00736796 0.00194538 0.000377595 0.00545501 -0.00102376 0.00123296 0.0021232 0.00042511 0.00663497
internal_weight=3319.35 2190.41 1852.07 1128.94 1740.15 461.688 936.385 338.339 161.698 116.184 24.9078 91.2762 690.95 221.401 220.406 143.355 32.9197 299.991 224.94 201.854 75.051 32.9792 117.933 93.3865 111.918 68.057 1278.46 602.04 676.424 76.5568
internal_count=14622 9525 8095 5097 7618 2028 4243 1430 715 513 110 403 3123 1002 931 605 138 1313 986 885 327 144 499 395 477 305 5590 2621 2969 331
is_linear=0
shrinkage=0.0106442


Tree=28
num_leaves=31
num_cat=0
split_feature=47 50 86 86 91 138 35 86 50 86 39 3 39 144 55 105 147 132 145 3 120 142 128 3 26 41 78 26 104 111
split_gain=119.239 32.4107 21.0801 16.2881 15.6887 11.9661 12.309 11.366 11.1058 10.6546 10.389 10.6372 10.2291 10.3935 12.033 9.62676 13.7793 9.51936 9.31016 8.94434 10.4642 8.85809 11.0506 9.64775 8.76852 13.471 8.73749 9.29923 11.9798 8.53201
threshold=1.7050000000000003 1.4750000000000003 3.3717607973421928 2.6099033816425128 -0.0012499999999999497 9.5000000000000018 5.9450000000000012 2.3150375939849632 1.3550000000000002 1.0000000180025095e-35 0.42724083638892429 1539.0900601427422 0.17233388496476443 0.0093500000000000024 1.4350000000000003 0.82750000000000001 0.44257673405726733 1.7320000000000002 0.66405000000000014 1460.2067596431023 2.0500000000000003 -0.79749999999999999 0.3665000000000001 1510.6027140791878 0.46472222222222226 1.925 1.9666666666666668 0.58436507936507953 1.2325000000000002 26.250000000000004
decision_type=2 2 2 2 2 2 2 2 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 29 18 15 24 11 -4 19 14 -14 16 -7 26 21 -9 -21 23 -23 -1 25 -2 27 -3 -29 -6
right_child=3 17 10 -5 5 8 -8 12 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.012244867083666386 -0.0057133288340094407 0.0057682351085680955 0.0093650289451476729 0 0.001955235788072592 -0.0056340116958340089 0.013324007850077733 -0.005733379583641781 0.0031650481238499699 -0.0053291210203459229 -0.0021088112678970651 0.0015234892840402059 0.0024918968240592114 -0.006740738869923539 -0.0024405906417933952 0.0017727755464659902 -0.00016363135352745727 0.0019238002622048898 -0.0074948110680511026 0.010088049006281045 -0.001290063204485978 0.0033796915537142218 -0.0040408834684948873 0.00057805579453795968 -0.0018083470206534491 0.00083339375133027673 0.0027186490281186772 0.017716283922017028 0.0032083241233182803 -0.0035447532794733992
leaf_weight=16.01192776858807 180.01834663748741 110.5837180763483 62.595268905162811 192.55845469236374 851.44156435132027 91.024977713823318 10.828437775373457 6.8785442858934394 80.012856647372246 244.52832426130772 15.833257004618643 33.635841056704521 114.76472637057304 28.516451314091682 109.29837745428085 81.748154535889626 131.95858709514141 117.984480291605 45.405222028493881 29.478925928473473 11.068491503596304 48.576887354254723 42.695911630988121 8.8362537473440153 469.70190417766571 41.038953095674515 77.100093975663185 20.788784638047218 12.21803806722164 31.893290340900421
leaf_count=71 818 467 266 854 3722 400 46 30 347 1118 68 143 501 125 481 358 578 499 202 128 48 214 189 39 2123 184 326 87 51 139
internal_value=1.35879e-05 0.00146418 0.000903571 -0.00279533 0.000608648 0.00121958 0.00189674 -0.00106152 -0.000326893 -0.00337575 0.0053903 0.0067332 0.000130659 -0.000684904 3.89925e-05 -0.0012782 -0.00244377 0.00449968 -0.00334072 0.00469539 0.00672332 -0.00162605 0 -0.00726265 -0.00266907 -0.00445047 0.00582924 0.00742638 0.0126638 0.00174478
internal_weight=3319.03 2191.18 1852.5 1127.85 1740.44 1278.91 894.163 461.532 384.745 935.288 112.064 96.2311 300.006 252.58 224.063 304.732 222.984 338.675 161.526 47.426 40.5474 116.121 91.2728 24.8482 690.759 221.057 220.691 143.591 33.0068 883.335
internal_count=14622 9525 8095 5097 7618 5590 3907 2028 1683 4243 477 409 1313 1107 982 1336 978 1430 715 206 176 513 403 110 3125 1002 931 605 138 3861
is_linear=0
shrinkage=0.0106442


Tree=29
num_leaves=31
num_cat=0
split_feature=47 54 86 86 91 106 16 86 36 86 11 145 18 2 26 52 130 44 26 2 44 30 6 137 46 110 86 44 26 41
split_gain=116.786 33.9376 20.5405 15.981 15.6583 12.9844 14.2181 12.5127 13.6538 10.4672 10.1179 9.7948 9.53263 9.48564 9.07495 8.80552 11.2616 13.6401 13.0419 13.8623 10.3073 9.08272 12.2706 10.6526 10.4267 11.6806 8.79505 8.75745 8.60273 13.2362
threshold=1.7050000000000003 1.4850000000000001 3.3717607973421928 2.6099033816425128 -0.0012499999999999497 0.8590000000000001 1.0000000180025095e-35 2.3150375939849632 4.9850000000000012 1.0000000180025095e-35 1.3095238095238098 0.66405000000000014 4.5000000000000009 -64.552490731717043 0.39387500000000003 2.9750000000000005 1.7890000000000004 8.9350000000000005 0.61881944444444448 -171.47119551790215 11.525000000000002 0.14672782874617732 1478.330153397774 7.9500000000000011 3.4950000000000006 10.050000000000002 3.3618181818181827 9.3450000000000006 0.46472222222222226 1.925
decision_type=2 2 2 2 2 2 2 2 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 26 11 14 28 12 -1 13 -7 -9 21 17 -17 19 -18 -19 24 27 -24 25 -6 -3 -23 29 -2
right_child=3 5 -4 -5 15 10 -8 8 -10 -11 -12 -13 -14 -15 -16 16 18 20 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016645294602167311 -0.005663785424326411 0.002594113047933774 0.0051908814174515356 0 0.0029176725754256018 0.0093335818969919708 0.0089306535838063767 0.0088629701240862061 0.0054146853382005273 -0.0052824197097009135 -0.0026267975583895531 -0.0076166887143285615 0.016425410634094466 -0.0072314326842336067 -0.0011544059071498221 0.0013705010089821042 0.012126878885553609 0.0107761642611889 0.011469438151093756 -0.00085526233368566761 0.0019879310307955298 0.0097420301722886526 -0.00022554963613364768 0.0027614287877617506 -0.0030064237760294883 -0.0015447965409151458 0.012653380780431706 -0.00069255251108417697 -0.0017902019970758877 0.0008242964618459292
leaf_weight=119.30244234204292 179.66203099489212 126.04108649492264 119.52845916152 192.55845469236374 132.59109710156918 8.0230597704648972 103.58843691647053 10.509806409478186 48.560511037707329 244.06682278215885 41.532556533813477 46.218689665198326 7.1828123480081549 7.3443867117166528 253.99327400326729 71.339375391602516 9.95747262239456 52.468947395682335 12.059347078204153 145.2306954562664 25.766545474529266 33.12259241938591 294.8181616216898 241.21395179629326 129.55183936655521 130.36859092116356 11.535748869180678 10.079557389020918 469.41393812000751 41.050172448158264
leaf_count=527 818 532 508 854 584 34 434 46 210 1118 176 206 30 31 1113 309 43 228 52 629 112 144 1288 1053 569 575 48 44 2123 184
internal_value=1.34688e-05 0.00144823 0.000908603 -0.00276834 0.000613016 0.0047492 0.00588405 -0.00101913 0.000200843 -0.00334388 0.000314656 -0.00338995 0.00619745 0.000734083 -0.000716705 0.00122735 0.00277992 0.00491655 0.00080633 0 0.00801591 0.000710362 0.00156207 0.00109901 -0.000519789 0.000665395 0.00351384 0.00706465 -0.0026431 -0.00440953
internal_weight=3318.68 2191.93 1886.68 1126.75 1767.15 305.248 241.165 478.585 313.064 934.193 64.0828 165.521 22.5503 15.3674 264.503 1288.57 316.822 149.575 167.248 155.188 78.2355 971.746 579.234 536.032 392.512 262.96 137.577 43.2021 690.126 220.712
internal_count=14622 9525 8240 5097 7732 1285 1014 2102 1369 4243 271 733 95 65 1159 5630 1373 649 724 672 340 4257 2529 2341 1728 1159 580 188 3125 1002
is_linear=0
shrinkage=0.0106442


Tree=30
num_leaves=31
num_cat=0
split_feature=47 50 86 93 110 25 47 148 123 85 131 35 26 27 130 7 85 123 3 105 3 148 110 108 134 110 102 38 105 95
split_gain=124.471 39.5454 22.9238 17.0302 15.7171 16.1199 15.6677 12.7657 12.5489 11.8114 10.7858 10.7452 10.743 10.3888 9.9909 10.2868 9.51646 9.40628 10.0786 9.28678 9.11287 8.81765 8.49541 11.5401 10.1604 8.31528 8.12003 8.06682 7.46883 9.04766
threshold=1.6850000000000003 1.5050000000000001 3.5819892473118284 20.550000000000004 21.850000000000005 0.2678571428571429 2.0650000000000004 0.2645079041305457 2.1145000000000005 0.17838709677419348 1.5855000000000004 4.3950000000000005 0.44316666666666665 0.46527777777777785 2.7320000000000007 -43.956519682068226 -0.097978883861236835 1.5475000000000001 1555.0959953895829 0.54350000000000021 1657.7751963286732 0.25001118310045645 15.15 1.0000000180025095e-35 -1.0000000180025095e-35 12.250000000000002 0.62950000000000006 0.2529854846737305 1.0285000000000002 -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 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 19 9 13 -1 -6 16 -3 17 15 -15 -7 18 -5 -2 -8 -13 23 24 -21 -25 -26 -19 29 -27
right_child=6 12 -4 8 10 11 20 -9 -10 -11 -12 21 -14 14 -16 -17 -18 27 -20 22 -22 -23 -24 25 26 28 -28 -29 -30 -31
leaf_value=-0.0012393555730983842 -0.002713043699058575 -0.0019818880532234385 0.0079752057041451111 -0.0052532006656732062 -0.0087734484140692803 -0.001645632320467295 -0.0048442399430667811 -0.0058364935642332139 0.013375015217449113 0.0093008016069076275 0.0040307383182233546 0.0011690652846655613 0.006040131438862565 -0.0054746939365703014 -0.0026321964263148084 0.0040530753642446203 0.001251416684019594 0.0097395663621510729 0.0015309584270527003 0.00038079117827637652 0.0032055213521774329 0.0089010144608513593 -0.002642689885628339 -0.0015985478012626505 0.0030788522406483294 -0.00043140238017564644 0.01702003982296002 -0.0001061917887855612 -0.0051957460229836647 0.010832021660714416
leaf_weight=138.13489827513695 481.49527186155319 18.313623249530792 55.005043268203735 51.524561122059822 34.345572903752327 150.7063155323267 332.14933454990387 69.891006991267204 12.327388077974318 13.130930647253988 8.2691412568092328 38.363858416676521 262.90574391186237 12.417869523167608 28.812187358736992 341.7951278090477 788.15714526176453 16.88730888068676 44.485361784696579 26.559102311730385 15.143842250108717 35.549931719899178 128.61811888217926 149.15775240957737 11.755336344242098 10.917431905865671 11.596701562404631 16.77625584602356 6.8932834714651099 19.413055598735809
leaf_count=604 2167 78 232 224 150 662 1525 308 53 57 36 165 1105 54 125 1485 3451 73 193 119 69 153 579 670 53 49 52 73 31 87
internal_value=0.000210054 0.00175038 0.00117974 0.000966436 0.000293447 0.000520771 -0.00253973 -0.00206635 0.00258276 -0.000255032 -0.00604265 0.00109607 0.00548041 0.0023028 0.00318651 0.00368943 0.000775207 -0.00022655 -0.00200053 -0.00173819 -0.00446302 0.00502982 -0.00042312 0.000740624 0.00530278 -0.00042478 0.0104514 0.00452124 0.0039967 0.00643182
internal_weight=3331.5 2137.8 1856.58 1801.57 1276.55 1233.93 1193.7 221.157 525.026 151.266 42.6147 1012.78 281.219 512.699 383.025 354.213 938.863 129.673 96.0099 846.406 347.293 73.9138 364.911 236.293 49.9111 186.382 23.352 33.6636 37.2238 30.3305
internal_count=14682 9281 8098 7866 5586 5400 5401 969 2280 661 186 4431 1183 2227 1664 1539 4113 563 417 3807 1594 318 1640 1061 224 837 105 146 167 136
is_linear=0
shrinkage=0.0106442


Tree=31
num_leaves=31
num_cat=0
split_feature=47 54 86 93 120 47 110 25 86 131 148 84 123 86 148 39 123 3 90 27 127 40 86 118 142 135 39 38 40 114
split_gain=121.874 40.0835 23.7996 15.5936 18.2934 15.3782 13.3881 15.6198 12.4093 11.3484 11.2472 10.9944 9.40613 9.19472 13.4929 10.9209 9.80021 8.94785 8.67077 8.18292 9.32733 11.7927 9.02101 7.89547 7.71194 7.58773 7.54905 7.47772 7.43405 7.50859
threshold=1.6850000000000003 1.4850000000000001 3.7370689655172415 20.550000000000004 2.7070000000000003 2.0650000000000004 21.850000000000005 0.2678571428571429 3.2921747967479678 1.5855000000000004 0.2645079041305457 0.017970779220779203 2.1145000000000005 2.6228448275862073 0.2704396221841926 0.21834852749403319 1.3945000000000001 1657.7751963286732 0.13499999999999998 0.42211111111111116 1.4720000000000002 2.0050000000000003 2.8702664796633948 2.5500000000000003 -0.14049999999999999 0.17650000000000002 0.12020098745977356 0.26272300690991457 2.1450000000000005 1.0835000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 13 7 10 23 -8 -1 -9 19 25 16 -16 -15 28 -17 24 22 -22 -21 -3 27 -2 -25 -5 -7 -30
right_child=5 8 -4 12 -6 17 9 11 -10 -11 -12 -13 -14 14 15 18 -18 -19 -20 20 21 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.00047258383798762682 -0.0030329407519492906 0.0034577228120202769 0.010399900589823837 0.0067537863175513311 0.010457008881761246 0.002874239030988524 -0.0088155814866349904 0.0014314389042934244 0.01160918634165594 0.0046127884295482629 -0.0057428969366302689 -0.0015726371585351789 0.011812958353304632 0.0011006891742810082 -0.004563013237607258 0.012448023865732289 -0.0049652590395550559 0.0031678428517491969 0 0.00050505607864541942 0.0070115405605432474 0.001509167988517051 0.0058800511823289261 0 -0.0065080003704091165 -0.00055335503646382421 0.010090556225942331 -0.0061015791301049279 -0.0030438206147711108 -0.006554963263830366
leaf_weight=150.07256700098515 467.39842128753662 208.97095040977001 31.113078758120537 14.998495668172838 19.930677145719528 12.025993198156355 32.14718659222126 844.00672301650047 33.929746404290199 8.0413911789655668 69.525141507387161 161.89561927318573 12.597329854965208 78.970673874020576 7.2440644204616538 22.521516337990764 47.177835866808891 15.160760655999182 7.0252996534109107 231.11568604409695 102.79637885093689 87.46487657725811 43.166141971945763 11.723411649465559 22.246968984603882 215.57524611055851 45.847074210643768 7.1115425974130622 133.33133606612682 186.21434350311756
leaf_count=656 2113 881 130 65 86 55 141 3692 141 35 307 708 54 349 32 99 209 69 31 1006 445 380 186 49 97 974 191 31 613 857
internal_value=0.000207803 0.00173105 0.00113465 0.000969323 0.000330168 -0.00251495 0.000162412 0.00036872 0.0053448 -0.0058676 -0.00218896 0.000937515 0.00252488 -0.00172071 0.000499026 0.00621456 -0.00108472 -0.00442237 0.00921203 0.00227434 0.00270111 0.0045372 0.00138922 0.00450801 -0.00195862 -0.00226564 0.0081381 0.00214439 -0.00480107 -0.00512276
internal_weight=3331.35 2138.7 1838.23 1807.12 1285.62 1192.65 1265.69 1225.5 300.471 40.1886 219.598 1005.9 521.497 845.913 162.939 36.7909 126.149 346.732 29.5468 508.9 464.543 190.261 274.282 266.541 44.357 682.974 57.5705 22.11 331.572 319.546
internal_count=14682 9281 8019 7889 5625 5401 5539 5363 1262 176 963 4400 2264 3807 720 162 558 1594 130 2210 2017 825 1192 1121 193 3087 240 96 1525 1470
is_linear=0
shrinkage=0.0106442


Tree=32
num_leaves=31
num_cat=0
split_feature=47 54 86 41 93 25 86 148 85 34 56 107 8 86 148 42 123 55 89 123 53 86 133 56 27 130 4 38 124 96
split_gain=119.359 39.181 23.233 18.9457 15.2574 13.853 12.0832 11.0697 11.6432 10.9848 11.2952 13.7832 10.4456 10.0776 12.183 10.8039 10.6414 9.91036 12.1122 9.16033 8.81832 8.72996 8.33253 8.17036 13.2152 10.3394 7.80698 7.45689 10.1286 7.29028
threshold=1.6850000000000003 1.4850000000000001 3.7370689655172415 1.6850000000000003 20.550000000000004 0.2678571428571429 3.2921747967479678 0.2645079041305457 0.19583184257602856 5.6000000000000005 2.1250000000000004 0.40950000000000003 3.3000000000000003 2.6228448275862073 0.2704396221841926 4.1550000000000011 1.3945000000000001 1.6050000000000002 0.63000000000000012 2.1145000000000005 1.5750000000000004 3.1464285714285718 1.3165000000000002 2.1650000000000005 0.46527777777777785 2.6460000000000004 1551.2754268802894 0.20503811672070388 1.7750000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 7 20 8 21 10 12 -12 -7 -5 16 22 17 18 -15 23 -3 -1 26 24 -6 -26 -16 28 -11 -19
right_child=3 6 -4 13 19 9 -8 -9 -10 27 11 -13 -14 14 15 -17 -18 29 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00051620653611565627 -0.0061221348702562997 0.010709815011158617 0.010267351840412303 -0.0024575546313449987 -0.00025668614468639953 6.5011234253508428e-05 0.011460409137268446 -0.0054645284052630538 0.0093101792392549353 -0.0049142967669347521 0.0095642903814736752 0.0013603348301601803 0.011048913564501181 0.016448561769461533 -0.0039364432781231577 -0.003647165319589508 -0.00508371517575358 0.00508210642002786 -0.00022192418080825915 0.011651864142697359 0.0037665194223772546 -0.011203693301259927 0.013925363134450074 -0.0017897553377718113 0.0044053385737634057 -0.0014881385284248288 0.010226959377762275 0.014199957596997536 0.0082016715149170385 -0.0027603511548939847
leaf_weight=136.80356897413731 145.63479572534561 24.997933223843575 31.178934201598167 862.75091563165188 120.33886663615704 882.08415940403938 34.003970831632614 72.820632219314575 12.69540238380432 9.9294378012418765 33.249538108706474 90.642341434955597 9.9542340785264951 9.3737830221653002 8.6006598174572009 10.14505849778652 51.752256348729134 17.431280612945557 7.9297605603933325 12.63534741103649 241.7965279519558 9.5060550421476346 16.154295980930328 48.244852840900421 305.57740767300129 35.047441691160202 7.9857144802808753 10.950432866811751 17.099572777748108 53.832630231976509
leaf_count=599 675 104 130 3915 523 3865 141 322 55 43 144 392 43 41 38 45 230 77 35 54 1017 41 71 208 1327 152 35 47 74 239
internal_value=0.000205706 0.00171226 0.00112241 -0.00249058 0.000958867 0.00032644 0.00528307 -0.00201595 -0.000370588 0.000851644 0.000630081 0.00364677 0.000199343 -0.0019749 0.00024074 0.00525291 -0.00121635 0.000924987 0.00820254 0.00249696 0.00445642 -0.00128231 0.00833117 0.00224918 0.00269466 0.00376815 0.00225011 0.00650206 0.00299517 -0.000694838
internal_weight=3331.15 2139.56 1838.76 1191.59 1807.58 1285.74 300.798 231.826 159.005 1053.91 1015.93 123.892 892.038 1045.96 183.205 42.8857 140.32 88.5675 17.3035 521.844 266.794 146.31 32.7407 509.209 460.964 340.625 16.5864 37.9794 27.029 71.2639
internal_count=14682 9281 8019 5401 7889 5625 1262 1017 695 4608 4444 536 3908 4726 811 189 622 392 76 2264 1121 640 144 2210 2002 1479 73 164 117 316
is_linear=0
shrinkage=0.0106442


Tree=33
num_leaves=31
num_cat=0
split_feature=47 50 134 30 35 123 104 31 133 96 55 144 85 136 114 144 133 9 134 120 123 90 127 145 23 145 31 55 98 28
split_gain=87.9738 37.1866 16.6454 15.3895 13.9455 13.0228 14.5796 13.2573 11.9745 11.783 10.8566 10.3114 10.1825 10.0036 11.4202 10.94 10.9489 11.7842 10.3227 9.34318 9.16895 9.19121 9.35367 8.90104 8.68884 8.31717 7.92212 7.8099 13.3675 12.3331
threshold=1.635 1.5050000000000001 -0.82899999999999985 0.18430384471817837 6.0450000000000008 1.8785000000000001 0.40850000000000003 0.13269821202817414 0.26800000000000007 4.5000000000000009 2.0350000000000006 0.014250000000000002 0.42848484848484841 9.4000000000000021 1.3165000000000002 -0.0022499999999999998 0.95000000000000007 1.0333333333333337 -0.44699999999999995 1.6835000000000002 1.8535000000000001 0.17916666666666667 1.2360000000000002 0.94535000000000013 3.1547619047619051 0.24245000000000003 0.15808405906853462 1.9350000000000003 0.76696832579185525 3.3166666666666669
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -8 -4 12 13 -3 -10 15 20 16 -2 -18 -17 26 21 -15 -23 -12 -21 -11 -16 -20 29 -29
right_child=10 11 4 -5 -6 6 7 -9 9 25 23 -13 -14 14 19 18 17 -19 27 24 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0 0.010997329972245682 0.0055627758192159536 0.012843881290293182 0.013745468246519253 0.0093653950219036112 0.00011967774400096004 0.012488577254890805 0.0033536091468765118 -0.00094148151531134414 0.0026801691813455979 -0.0060939399467713103 -0.0015869037200954576 0.0069530157911249224 0.0012533929301110735 -0.0088114798302321752 -0.0066626871179437793 -0.0078776614295521224 0.0035691155425501687 -0.0028219127427186533 0.0098536930738708436 -0.0063009319030769831 0 -0.014719518748855062 0.0050177390561781735 -0.0033739365472036844 1.677387338965264e-05 -0.0010551402086523397 -0.0024743727228171458 -0.005520709497482356 0.0099924223896679567
leaf_weight=14.507317990064619 11.812587261199949 257.31748081743717 8.2997512519359571 21.191988423466682 20.34494537115097 105.69094626605511 26.590539276599884 72.729551747441292 842.52325445413589 248.11979977786541 111.92535980045795 22.648127898573875 18.658057853579521 306.10926143825054 41.701597914099693 78.14631849527359 15.906754627823828 27.76408052444458 611.38251236081123 9.4234948605299014 21.846834406256676 8.6961760520935076 8.432525232434271 7.76602579653263 12.531227827072142 303.2507616430521 28.476266086101532 12.86753588914871 19.97880057990551 23.094885528087616
leaf_count=63 53 1079 36 91 86 458 115 315 3688 1074 517 95 80 1377 188 353 72 125 2758 42 98 39 38 36 56 1316 128 59 92 105
internal_value=-8.98798e-05 0.00134838 0.000743136 0.00795716 0.00058032 0.000463936 0.00297359 0.00590492 9.44402e-05 1.21e-05 -0.00217564 0.00494692 -0.000758258 -0.00186656 -0.000540983 -0.00257705 0.00186888 -0.00036002 -0.00292202 -0.00387936 0.000319908 0.000799855 -0.00669282 -0.00528531 0.00182577 0.00123435 -0.00581368 -0.00246825 0.00120935 0.00523998
internal_weight=3319.73 1961.87 1681.91 35.6993 1646.21 1625.86 205.011 99.3201 1420.85 1412.55 1357.86 279.966 861.181 1238.17 437.217 800.953 55.4834 43.6708 745.47 92.1326 345.085 323.238 17.1287 119.691 21.9547 551.371 70.1779 667.324 55.9412 35.9624
internal_count=14632 8496 7322 154 7168 7082 888 430 6194 6158 6136 1174 3768 5583 1966 3617 250 197 3367 414 1552 1454 77 553 98 2390 316 3014 256 164
is_linear=0
shrinkage=0.0106442


Tree=34
num_leaves=31
num_cat=0
split_feature=51 86 50 41 35 79 26 26 135 30 28 145 39 2 137 89 99 90 38 142 3 142 96 131 120 91 9 145 11 122
split_gain=93.2097 33.0485 27.2114 12.6781 12.4414 12.5384 10.7041 10.833 12.0333 11.9735 9.76161 9.94369 9.1685 9.48894 9.08806 8.69076 8.39384 8.34877 8.13064 8.08999 8.0673 7.98201 7.91071 9.15576 11.3826 9.11138 8.19592 8.17632 14.5216 10.2305
threshold=1.175 3.2738636363636369 1.5050000000000001 1.6950000000000001 6.0450000000000008 2.526178411230692 0.42527777777777781 0.48118055555555561 0.69450000000000001 0.091256072172102715 5.3166666666666673 0.19365000000000002 0.42976513239726083 7.0233895007891087 6.0500000000000007 0.9900000000000001 0.64495798319327746 -0.23083333333333322 0.15637447901033646 0.58650000000000013 1432.6390419862603 -0.20799999999999999 3.5000000000000004 0.41450000000000004 1.5635000000000001 0.35791666666666672 0.13809523809523808 0.17315000000000003 0.93095238095238109 1.1715000000000002
decision_type=2 2 2 2 2 2 2 2 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 14 5 10 -7 8 9 -8 11 -1 13 -3 -2 -9 -17 -4 19 -19 -20 -12 26 24 -24 -25 -5 28 -28 -30
right_child=1 12 17 22 -6 6 7 15 -10 -11 21 -13 -14 -15 -16 16 -18 18 20 -21 -22 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=0.0028644370673880635 -0.0081658884793391565 0.010933577205640281 0 -0.013303148725731077 0.00934607090538166 -0.0024624724670089947 -0.0052428236985515237 0.00088287389396080561 0.016224751003983167 0.0041055992366736196 -0.0045156601935314204 -0.0051079084063027566 -0.0035629099422595924 0.0020197166135995396 -0.0026291238685744946 0 0.011033477939242375 0.004494144502541866 0.00067444136567357791 -0.0052660058070251098 0.0073719691998728352 0.0076416778540813199 -0.00021025921067173241 -0.0012959711080107932 0.01228479535753961 0.0092274427493976244 -0.0054701796489121353 -0.0026795373400707468 0.008012130396831952 -0.00028662218002114463
leaf_weight=20.462385758757591 62.355986252427101 32.848344281315804 37.192669689655304 8.1744155585765821 21.103808298707008 72.48124124109745 16.026378065347672 742.12326031923294 9.0365685969591123 181.43293772637844 7.9893468320369747 86.769445076584816 9.6999931186437589 28.784188702702522 90.721529051661491 10.652830868959429 19.182841777801514 28.901339992880821 27.072442725300789 13.832193747162817 173.26216807961464 18.525080785155296 18.213898643851284 729.27483382821083 13.069644451141356 9.2174890488386136 29.194400817155838 738.79613247513771 30.543574720621109 32.372925311326981
leaf_count=90 290 141 156 37 89 316 70 3215 39 787 35 384 42 124 421 46 83 121 114 58 725 81 82 3253 58 41 131 3321 137 145
internal_value=-8.8816e-05 -0.00169775 0.00188899 -0.00198966 0.00118308 0.00102881 0.00142532 0.00172404 0.00391041 0.00329372 -0.00200842 -0.00348875 0.00536537 0.00694079 -0.00495306 0.0011256 0.00681146 0.00488867 0.00560781 0.0010894 0.00651927 0.00358269 -0.00170118 -0.00090006 0.00467453 -0.00115042 -0.00242363 -0.00230397 0.000594465 0.00357534
internal_weight=3319.31 1833.27 1486.05 1761.93 1205.79 1184.68 1050.94 978.455 206.496 197.459 133.746 107.232 71.3325 61.6325 153.078 771.959 29.8357 280.261 243.068 42.7335 200.335 26.5144 1608.86 769.776 31.2835 738.492 839.081 830.907 92.1109 62.9165
internal_count=14632 8223 6409 7916 5235 5146 4556 4240 896 857 590 474 307 265 711 3344 129 1174 1018 179 839 116 7205 3434 140 3294 3771 3734 413 282
is_linear=0
shrinkage=0.0106442


Tree=35
num_leaves=31
num_cat=0
split_feature=51 86 50 47 35 79 29 26 26 135 144 5 28 145 39 7 98 86 150 95 0 34 111 141 35 141 44 89 5 39
split_gain=91.2675 32.3429 26.5971 12.6907 12.1438 12.2682 10.6679 10.4789 10.5797 11.6951 10.0421 9.75564 9.55108 9.75716 8.96852 10.3221 9.8562 8.74823 22.306 10.0617 11.497 10.2128 10.0371 10.4479 17.2278 9.70654 9.28396 8.47371 8.35307 8.11916
threshold=1.175 3.2738636363636369 1.5050000000000001 2.0650000000000004 6.0450000000000008 2.526178411230692 3.1339285714285716 0.42527777777777781 0.48118055555555561 0.69450000000000001 0.014250000000000002 1489.2937570195165 5.3166666666666673 0.19365000000000002 0.42976513239726083 6.0496005170278986 0.80384615384615399 2.633399701343953 0.59554779045125916 7.4999999999999991 1360.2059706821465 2.2350000000000008 17.750000000000004 0.053500000000000013 3.1250000000000004 -1.5344999999999998 8.5250000000000004 0.9900000000000001 1509.8142956853937 0.31416542543219317
decision_type=2 2 2 2 2 2 2 2 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 17 5 12 -5 -7 9 11 -4 -9 13 -1 15 16 -3 19 -19 20 21 -2 -21 -24 -25 -22 -27 -10 -29 -8
right_child=1 14 10 6 -6 7 29 8 27 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 22 25 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0028315099676989295 0.010434418568875522 0.012682114041291513 0.0054394770015005018 -0.0072862268064649589 0.0092272799099606603 -0.0024379907329481246 -0.0010431864016102294 0 0.00087326319834277882 0.015982616292346784 -0.001612930487019005 0.004913690304737775 0.0035362217700435875 -0.0050615916006271511 -0.003528459713622774 0.00018467403589399721 0 0.0015284828809817067 -0.0062560184665837867 -0.00073943509805932963 -0.0084482902268688542 -0.00037187504970001518 -0.00098246807163149198 0.021706972879913737 0.00011950243839265228 -0.0031597804554738523 -0.0008440617857006248 0.00055139542514165635 0.012600853173717614 -0.0049735190184436928
leaf_weight=20.479905188083649 14.065485328435896 32.257367342710495 257.880605712533 80.999086946249008 21.14773353934288 72.430102840065956 151.96286690235138 65.129783853888512 742.30346223711967 9.0756152719259244 22.659326463937759 132.51161427795887 26.544805824756622 86.632131949067116 9.6904935836791974 20.64820471405983 8.8341483324766141 235.42324581742287 50.615690067410469 123.86574165523052 32.291277661919594 27.85939285159111 11.905883252620699 8.9934277832508105 9.7290809452533704 589.65156841278076 315.15347772836685 15.453268080949785 14.439881965517996 108.24425181746483
leaf_count=90 63 138 1079 375 89 316 701 283 3215 39 95 574 116 384 42 89 38 1038 223 553 145 125 53 40 43 2666 1391 67 62 500
internal_value=-8.7841e-05 -0.00168087 0.00186835 -0.00197007 0.00117023 0.00101758 -0.00383359 0.00140961 0.00170501 0.00386461 0.00483245 0.00325506 -0.00198758 -0.00345447 0.00530092 0.00685671 0.00995401 -0.00151476 0.000114303 -0.0019351 -0.00233556 0.00300329 0.000534664 0.00602988 0.0110495 -0.00258561 -0.00236479 0.0011133 0.00672288 -0.0027185
internal_weight=3318.88 1832.19 1486.69 1760.76 1206.15 1185 341.206 1051.34 978.914 206.717 280.54 197.641 133.657 107.112 71.4302 61.7397 41.0915 1419.55 286.039 1133.52 979.021 41.9249 154.494 30.6284 18.7225 937.096 904.805 772.197 29.8932 260.207
internal_count=14632 8223 6409 7916 5235 5146 1576 4556 4240 896 1174 857 590 474 307 265 176 6340 1261 5079 4390 188 689 136 83 4202 4057 3344 129 1201
is_linear=0
shrinkage=0.0106442


Tree=36
num_leaves=31
num_cat=0
split_feature=51 48 48 86 98 80 35 99 86 138 91 102 26 94 141 44 130 86 147 24 93 111 26 51 51 99 28 0 78 78
split_gain=104.559 26.2515 24.6296 15.8061 15.7139 15.1512 18.6018 13.7768 12.0586 11.8157 11.028 10.7274 9.61774 9.57484 11.509 10.1605 10.5255 9.41861 11.5012 9.17022 9.15846 8.80822 8.21139 7.98217 7.95055 7.92006 8.61915 8.7786 9.82628 9.50127
threshold=1.175 2.3250000000000006 1.5550000000000004 2.6172161172161177 0.56385869565217395 0.083441654795821468 3.1350000000000002 0.72474747474747481 3.4246212121212127 6.5000000000000009 -0.47624999999999995 0.10250000000000002 0.44211111111111118 22.050000000000004 -0.87399999999999989 8.5450000000000017 1.3540000000000003 2.3150375939849632 0.41302710676091753 0.22500000000000003 26.550000000000004 18.150000000000002 0.57414285714285718 1.2450000000000003 1.2050000000000003 0.56832298136645976 7.2678571428571432 1615.7950962044638 0.65476190476190488 1.9309523809523812
decision_type=2 2 2 2 2 2 2 2 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 20 10 -1 11 -8 -6 -10 -4 -7 -3 19 -15 23 -17 -13 -19 24 -2 22 -21 -16 -12 -14 27 28 -27 -29
right_child=2 12 4 -5 8 6 7 -9 9 -11 13 17 25 14 15 16 -18 18 -20 21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.0019226701011579538 -0.0037923967564295938 -0.0021423186263107349 -0.0098643137237350766 0.00021181885276493677 -0.0015665080566367468 0.00051759729226865205 0.0057811639263763157 -0.0019149435405363881 -0.0024524349392985854 0.012028726207510979 0.0029969047088863102 -0.0082783122993090631 0.0083696475520541394 0.019514234846465018 0.0067515257769763769 0 0.011984496648731307 0.011132382965084758 -0.0061795099705626924 9.1814561435839536e-05 0.003129856859576001 0.0099012957062864348 0.0097291767560662729 -0.0069177208397282986 -0.0080109659098291652 -0.0048107369698791539 0.011914763629309801 0.0029484613491340007 0.0059826055333809603 -0.0054646144133009633
leaf_weight=943.92037905752659 734.45499376952648 19.087717235088348 8.3391681909561139 142.13516649603844 675.52601124346256 34.958875209093094 54.443614721298218 48.341064259409904 9.4027464985847491 14.885963931679724 9.83603183925152 61.880194798111916 76.81239777803421 6.8199388831853858 7.3249312937259701 10.921761333942412 22.420243993401527 7.0021464079618481 11.399441331624983 103.64145788550377 20.644386619329453 15.421137318015097 11.391554489731787 12.753258064389227 20.882686510682106 9.2637982368469221 16.256095841526985 53.144435778260231 124.23532229661942 21.020649343729019
leaf_count=4088 3372 81 37 632 2995 155 236 210 40 63 43 275 321 30 32 48 98 31 50 457 93 68 50 57 93 39 67 222 522 88
internal_value=-7.72001e-06 0.00209011 -0.00171507 -0.00297541 -0.000487278 0.00133428 -0.00116496 0.0020595 -0.00128922 0.00599073 0.00190974 -0.00413195 0.00480331 0.00240058 0.0060561 0.00414154 0.0077983 -0.0062873 0 0.000969193 -0.00358925 0.00225382 0.0011374 -0.00140832 -0.00414472 0.00527905 0.00417201 0.00351537 0.00515504 0.000422464
internal_weight=3308.57 1481.77 1826.8 897.235 929.567 1161.95 218.025 102.785 699.815 24.2887 229.752 115.241 319.82 221.413 60.2401 53.4202 33.342 80.2818 18.4016 161.173 755.099 130.454 115.033 20.0782 30.7187 300.733 223.92 207.664 133.499 74.1651
internal_count=14593 6385 8208 4097 4111 5045 957 446 3098 103 1013 511 1340 976 265 235 146 356 81 711 3465 575 507 89 136 1259 938 871 561 310
is_linear=0
shrinkage=0.0106442


Tree=37
num_leaves=31
num_cat=0
split_feature=45 54 86 49 79 136 93 85 93 86 38 9 90 86 114 105 86 19 29 5 141 110 6 54 4 35 41 93 40 49
split_gain=94.3326 41.4622 21.779 16.4602 16.0875 14.6128 12.4729 11.7747 11.6402 9.75871 10.9092 9.41043 9.66944 12.3677 13.4585 10.6529 10.2187 9.19734 9.1596 9.07746 14.4926 9.29894 9.05683 9.02886 10.0176 9.01802 19.2931 8.83999 8.73762 8.23258
threshold=1.135 1.3950000000000002 3.5941176470588241 3.7950000000000004 3.2144061295847015 9.4000000000000021 17.550000000000004 -0.16231127679403537 22.050000000000004 2.6273148148148153 0.29454541586166455 3.1000000000000005 -0.30124999999999996 2.3514705882352946 3.1250000000000004 1.4065000000000001 1.0000000180025095e-35 1.0000000180025095e-35 3.1339285714285716 1535.2460415371681 -0.068999999999999992 9.8500000000000032 1491.7635765753628 1.2550000000000001 1604.6201330388096 4.2750000000000012 2.2450000000000006 25.050000000000004 4.9450000000000012 1.9450000000000001
decision_type=2 2 2 2 2 2 2 2 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 8 9 -6 -7 25 -2 -11 12 22 14 15 16 -14 -16 -5 20 21 -8 -3 -9 -25 28 -27 -20 -1 -15
right_child=3 11 -4 18 6 7 19 23 -10 10 -12 -13 13 29 17 -17 -18 -19 27 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.001180292495974592 -0.0033354161500255149 0.0065942444246055061 0.0081604715131875748 -0.0076277633946395754 0.00070171310297155562 -0.0059387151239285087 0.0091253804279035223 9.4168589098690087e-05 0.001670428355805746 -0.0012212524898300571 0.0080803760588341635 0.012644195668380376 0.0030683081558758253 0.0081310437861325073 0.0014659129174711448 -0.0041780543833263495 -0.006347461724810214 0.016499312537335539 -0.0037497983568658233 -0.0010978645075057345 0.013860862375247083 -0.0064778187124047582 -0.0030809084792621936 0.002548332859398325 0.015986051055449306 0.01272782483407634 -0.0014549257195128325 0.0065828248199241591 0.0052531667552014093 0.0030931727750419472
leaf_weight=943.84627629816532 438.60126253962517 14.208720043301581 39.19730119407177 80.921075820922852 77.750517219305038 30.797083839774132 8.604213014245035 228.00401990115643 276.90724039077759 86.998255610466003 17.006069540977478 13.486509159207342 347.28990189731121 105.29236082732677 9.5272947400808352 26.299578949809074 12.876283735036848 13.506390929222105 253.92724968492985 9.5005466341972333 30.082769334316254 8.3151482045650464 45.191005036234856 35.170532032847404 8.5872801542282087 17.233482494950294 26.540505528450012 9.0277492851018888 23.998673677444458 69.43861797451973
leaf_count=4154 1995 60 164 376 337 139 37 1027 1203 385 75 57 1478 441 40 112 55 57 1175 41 129 36 192 156 38 74 115 41 105 299
internal_value=-7.45353e-06 0.00133577 0.000329654 -0.00241016 0.000106541 -0.00159174 0.00361819 0.000251095 -0.000251199 -0.00263866 0.000198801 0.00355825 0.00335156 0.00377026 0.00271256 0.00220717 0.00270255 0.0107367 -0.0043911 0.00744572 0.00939587 0.000836925 -0.00058992 0.000991157 0.00542521 -0.000787572 0.00388902 -0.00335516 -0.00100993 0.00618903
internal_weight=3308.13 2119.09 1461.98 1189.04 1422.78 845.165 134.253 302.559 1288.53 542.606 104.004 657.117 643.63 584.23 409.499 386.466 360.166 23.0337 343.876 56.5027 47.0021 16.9194 59.3997 271.762 43.7578 1011.62 43.774 262.955 967.845 174.731
internal_count=14593 9186 6395 5407 6231 3815 580 1360 5651 2455 460 2791 2734 2482 1742 1645 1533 97 1592 243 202 73 252 1221 194 4448 189 1216 4259 740
is_linear=0
shrinkage=0.0106442


Tree=38
num_leaves=31
num_cat=0
split_feature=47 54 79 98 47 47 102 5 7 136 124 54 141 109 38 29 22 39 18 119 99 102 145 110 102 13 54 46 4 11
split_gain=99.4818 38.6806 22.1457 18.4844 14.8311 13.9785 12.7315 10.8513 10.6246 10.0505 11.5648 10.0436 9.58951 9.36026 10.7478 9.13614 9.09432 10.5319 8.90739 8.8516 8.83345 11.9056 9.14678 9.63655 8.99767 8.7263 8.62167 8.42226 8.27518 8.57661
threshold=1.6850000000000003 1.3950000000000002 3.2144061295847015 0.56832298136645976 2.0650000000000004 1.3250000000000004 1.4435000000000002 1514.9181356295073 20.883647674688977 9.4000000000000021 0.70850000000000013 1.2550000000000001 0.56900000000000006 1.0000000180025095e-35 0.25742505197411336 3.1339285714285716 0.30785714285714288 0.24300350428722117 1.0000000180025095e-35 1.5500000000000003 0.71825396825396837 0.10250000000000002 0.90875000000000006 4.7500000000000009 0.85650000000000015 1.0000000180025095e-35 1.3650000000000004 4.4750000000000005 1525.4293486932509 1.3452380952380956
decision_type=2 2 2 2 2 2 2 2 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 -3 12 8 27 -2 -11 -12 16 -8 -15 -6 26 -18 -17 -9 21 -5 23 -22 -24 -4 -1 -7 29 -27
right_child=4 5 25 20 15 7 13 19 -10 10 11 -13 -14 14 -16 18 17 -19 -20 -21 22 -23 24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.002087279916944827 -0.0025445866718831226 0.0047667886052899658 -7.1019757291643787e-05 0.0086080131928469028 -0.0074389092187017811 0.0043372844449409906 -0.0015199289651651117 0.00052959531561781173 0.011554366456135197 -0.0053200722505190572 0.00011537332316373275 0.0083736477963351555 -0.002307570325554609 0.0032345812297834699 0.013321215342196565 -0.0056976937765672482 0.0097887413851800338 0.0021879445653180999 -0.0015982887149512204 -0.0067293375957996919 -0.00016658348784820575 -0.00015823507444148025 -0.011110875813653548 -0.0035710217005637097 0.00050658479328559674 -0.00081651357846553604 0.0097803156284173749 -0.00099025011079402589 0.0085337447601162401 0.0071712986501070199
leaf_weight=64.258890405297279 540.51629953086376 402.31673890352249 36.04461196064949 18.145234167575836 86.044362440705299 84.765386790037155 11.96694841980934 78.498679995536804 16.500216335058212 41.299113899469376 235.4741367995739 18.218128055334091 69.612379536032677 28.849707365036011 25.870548412203789 106.99434700608253 28.252324059605598 100.82423247396946 160.04319487512112 24.341166332364082 263.10309360921383 505.10650946199894 22.608078032732013 153.12899576127529 8.8490909188985807 32.513776540756226 7.6340248435735694 51.21538682281971 58.940511003136635 25.741215541958809
leaf_count=281 2449 1690 155 79 401 366 52 338 71 187 1060 81 304 125 112 496 123 441 741 105 1157 2210 100 672 39 140 33 221 253 111
internal_value=-7.12831e-06 0.00137219 0.000399391 -4.11234e-05 -0.00247509 0.00351806 0.00209714 0.00150931 0.00332884 -0.00168148 -6.44415e-05 0.000749775 0.00102392 0.00629439 0.00819507 -0.0043233 0.0022301 0.0039329 -0.0032801 -0.00108649 -0.000794685 0.000125707 -0.00189386 -0.00144426 -0.00750927 0.00422853 -0.00068116 0.00225358 0.00564043 0.00253296
internal_weight=3307.68 2119.09 1461.45 1308.21 1188.59 657.638 337.269 255.321 152.481 835.508 294.991 253.692 270.582 66.6872 54.7203 353.082 200.969 129.077 267.038 102.84 970.941 523.252 447.689 416.232 31.4572 153.24 71.8929 135.981 117.196 58.255
internal_count=14593 9178 6387 5728 5415 2791 1471 1101 658 3777 1328 1141 1182 289 237 1638 878 564 1237 443 4257 2289 1968 1829 139 659 314 587 504 251
is_linear=0
shrinkage=0.0106442


Tree=39
num_leaves=31
num_cat=0
split_feature=47 86 54 98 134 47 133 80 55 6 147 134 6 50 8 28 104 91 104 0 121 3 146 146 34 40 1 6 97 135
split_gain=95.6659 32.5671 27.3285 16.6744 14.0421 13.0915 12.399 11.3289 10.3925 10.3559 10.2473 10.109 10.0761 9.20067 12.7225 9.06287 11.1596 8.92712 10.1549 8.41571 8.08329 8.91056 7.99928 11.2419 8.48689 7.63293 8.10381 10.1097 8.5168 7.58355
threshold=1.6850000000000003 3.3454907161803717 1.3650000000000004 0.62828947368421062 -0.75499999999999989 1.3250000000000004 1.7640000000000002 0.089597366200098713 2.0350000000000006 1464.8324674616017 0.44938700955042282 0.062000000000000006 1489.6467917069779 1.385 1.8619047619047622 7.2678571428571432 1.4490000000000001 0.033749999999999954 1.0305000000000002 1486.0723577256902 0.64600000000000013 1410.5916533550201 0.0022500000000000007 0.00065000000000000008 4.1350000000000007 3.5650000000000004 1628.5391197299089 1528.5556966770157 5.5000000000000009 0.11950000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 15 -6 9 22 -5 17 -8 -10 19 -15 -4 -17 -7 -19 -12 -11 -22 23 24 25 29 28 -28 -27 -2
right_child=8 -3 5 7 6 10 11 -9 12 20 13 -13 -14 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.011289331364530007 -0.0026042448522504394 0.0059216059697093223 0.0034541736656105919 0.0089383692304073649 0.0022123360984793818 0.001678315251948519 0.0010427639751963641 -0.004684937180243532 8.1094053164351373e-05 0.0044209214999885622 0.0053185203979202846 -0.0043306020405645216 -0.0071792042569051705 -0.0071653634021229887 0.0019337665944432405 0.015927695330654176 0 0.011191955923337854 -0.0020517726642981468 -0.00089687289859377919 0.0023807787387873786 -0.0015795216040446537 -0.0050966226247222907 0.0032913760097970203 0.0032697808076185184 -0.0081443122042930034 0.010450942737011158 -0.004011806745908569 0 -0.00026839974135789256
leaf_weight=15.957670480012892 543.05595982074738 157.81988242268562 341.72787672281265 12.45829191803932 336.23695565760136 182.98213131725788 82.82370725274086 89.268187865614891 24.553549513220787 31.071029365062714 36.73565898835659 72.394268944859505 92.919013008475304 45.737344890832901 25.669140219688416 15.270074382424356 8.0038664340972883 25.081990733742714 7.1988599747419348 69.46254862844944 71.325137510895729 532.0414551794529 99.571745708584785 44.381466567516327 30.527905702590942 70.005879804491997 7.6998537182807949 18.91511495411396 15.593754440546034 236.58256281912327
leaf_count=69 2471 663 1439 54 1468 790 361 398 114 136 159 316 435 198 111 63 33 108 31 301 313 2337 451 201 138 320 35 86 71 1075
internal_value=-7.53175e-05 0.00125468 0.000881438 -8.13884e-05 0.00139407 0.00247517 0.00105142 -0.00111262 -0.0025101 -0.000603443 0.00108953 -0.0013958 -0.00557237 -0.000757378 -0.00374748 0.00393785 0.0105887 0.00266208 0.00791347 0.00115433 -0.000807351 -0.00109398 -0.00216291 -0.00184989 -0.00210865 -0.00230452 -0.00495974 0 -0.00655543 -0.00190889
internal_weight=3343.07 2159.27 2001.45 1243.58 507.413 757.869 491.455 736.164 1183.81 646.896 392.868 155.218 117.473 177.605 71.4065 365.002 23.2739 215.263 32.2809 106.198 634.438 603.367 1066.33 966.762 922.381 891.853 112.215 26.615 85.5996 779.639
internal_count=14745 9348 8685 5452 2214 3233 2145 3238 5397 2840 1698 677 549 769 309 1535 96 929 139 460 2786 2650 4848 4397 4196 4058 512 121 391 3546
is_linear=0
shrinkage=0.0106442


Tree=40
num_leaves=31
num_cat=0
split_feature=47 86 35 47 80 49 79 55 6 4 122 99 122 99 103 0 91 146 86 146 85 85 131 30 145 27 55 110 125 38
split_gain=93.708 31.8157 28.8177 14.1131 12.7764 11.3599 11.1437 10.205 9.9193 9.64672 8.9461 8.91425 9.75764 9.7448 8.70865 8.4324 7.8818 7.85139 11.167 9.14135 9.54757 9.38023 8.61284 9.12305 7.77554 7.77392 10.0767 12.5969 8.59488 7.74333
threshold=1.6850000000000003 3.3454907161803717 3.3650000000000007 1.3250000000000004 0.082854864177878171 2.2150000000000003 2.7221590667924036 2.0350000000000006 1489.6467917069779 1685.2339030278106 1.6960000000000002 0.82085561497326209 2.0955000000000008 0.62828947368421062 1.8755000000000002 1738.1259162639778 -0.27291666666666664 0.0022500000000000007 3.5327702702702708 0.00085000000000000017 -0.2109946236559139 -0.20436657681940704 1.4720000000000002 0.13134999631349997 0.16285000000000002 0.49414285714285716 1.6150000000000004 11.050000000000002 2.9000000000000004 0.28351560391042635
decision_type=2 2 2 2 2 2 2 2 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 15 5 9 11 17 -9 -1 16 12 13 -5 -8 25 -6 18 19 21 -21 22 23 -2 -7 26 27 -4 -27 -23
right_child=7 -3 3 6 10 24 14 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 29 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0012697187087409047 -0.008146926258481341 0.0058511527409346358 -0.00077657059646224686 0.0030446412938846053 -0.010245203692391572 -0.0069360616314381972 0.00059722638643374044 8.0228388691289134e-05 -0.0071223971605493489 0.010097151519386498 0.0015807628794233413 -0.00070515880138230524 -0.0031944944034399507 0.0097454399547853444 -0.0061057425412115182 0.008860918864905443 -0.0028446403861404229 -0.0050511987613785997 0.009600375579848908 0.014760501920996228 0.00024305044712804233 -0.00049749306488618931 -0.012065191572404387 0.00060404217622485074 -0.00047621695778708842 0.0039425059664478833 -0.0050064861715222149 0.0075248343492095339 0.01453047178815213 -0.0026386905559800445
leaf_weight=366.33626879751682 23.80516017973423 158.0190052986145 45.492881760001183 65.034005537629128 20.267640218138695 22.516655653715134 369.20897686481476 24.554288282990456 92.664544075727463 15.060372710227965 40.915020808577538 39.091105833649635 13.392454221844671 47.20376855134964 23.250869750976562 37.643463507294655 143.4389818161726 99.398698151111603 9.2787731736898404 6.6084466427564612 30.416917085647583 321.3164087831974 20.128396794199944 26.582880854606628 477.34725400805473 205.79785558581352 24.554805368185043 35.256369978189468 9.982514560222624 527.99585726857185
leaf_count=1590 109 663 192 283 91 99 1603 114 435 65 180 171 58 205 101 156 637 451 40 30 138 1453 92 121 2095 866 103 148 42 2414
internal_value=-7.43101e-05 0.00124132 0.000872184 0.0022641 -0.000292194 0.000253297 0.00117686 -0.00248564 -0.00552412 0.0016458 -0.00269278 0.00350402 0.00489727 0.00595628 0.000173381 0.00392357 -0.00382496 -0.00214153 -0.00183132 -0.00195314 0.00311758 -0.00216865 -0.00596648 -0.003322 -0.000788195 0.00331205 0.000817173 0.00271801 0.00448096 -0.00184098
internal_weight=3342.56 2159.81 2001.79 915.909 1085.88 881.261 557.181 1182.75 117.219 381.397 204.622 164.721 125.63 112.238 392.46 358.728 163.707 1065.53 966.133 956.854 37.0254 919.829 70.5164 50.388 499.864 321.084 105.304 80.7493 215.78 849.312
internal_count=14745 9348 8685 3928 4757 3849 2421 5397 549 1655 908 717 546 488 1704 1507 728 4848 4397 4357 168 4189 322 230 2194 1351 443 340 908 3867
is_linear=0
shrinkage=0.0106442


Tree=41
num_leaves=31
num_cat=0
split_feature=47 54 41 134 35 150 80 25 40 141 44 46 28 141 29 143 28 89 131 131 0 35 136 53 136 131 99 26 38 102
split_gain=91.7763 30.5542 12.072 11.1869 10.724 15.6351 11.8414 13.0715 9.95467 12.1854 9.77273 9.69292 14.9709 10.9401 14.2907 9.42765 9.31458 9.11154 9.81646 11.3129 8.57187 8.35005 8.01169 7.92903 7.8685 7.84863 8.21206 8.25327 7.65126 7.56165
threshold=1.6850000000000003 1.4850000000000001 1.8250000000000004 -0.82899999999999985 3.3650000000000007 0.62017637310606066 0.082854864177878171 0.2678571428571429 1.9950000000000003 1.5930000000000002 6.535000000000001 3.5050000000000003 5.7888888888888896 -1.0999999999999999 4.2928571428571436 0.58450000000000013 7.4722222222222232 0.45000000000000007 0.76400000000000012 1.2360000000000002 1494.2919042171632 3.1450000000000005 9.4000000000000021 2.4850000000000008 5.9500000000000011 1.3165000000000002 0.71008403361344552 0.44316666666666665 0.24998158947380808 1.2305000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 23 -8 -10 17 12 13 -6 -15 -9 25 18 -4 21 -19 -20 -12 -5 -14 -3 27 -27 -7 -24
right_child=2 16 10 4 11 28 8 15 9 -11 22 -13 24 14 -16 -17 -18 20 19 -21 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0063044843676430002 -0.0035530498479470918 0.0022208599471029294 -0.0059285194289805596 -0.0032683341744988641 0.0094790803083646766 -0.0027998210725370498 -0.0051426103507427982 0.0016003528472747018 -0.0014133582068515799 0.012812430489133613 -0.0030234328139125345 0.00075533873857343346 0.020754744014814922 -0.00070523880143821371 0.0056505075754865082 -0.0010901780711984812 0.011878135484610003 0 0.0021203535459341132 -0.0032423003945965079 0.018087567681892562 0.012840880033547364 -0.001208442084093072 0.0079363182776842709 0.0051688535315001349 -9.2402140902901313e-05 0.0021769513684182736 0.0096135172036398084 0.0056776151466807713 0.0045228332663930278
leaf_weight=39.977338463068008 588.38903506100178 165.73189863562584 21.536314323544502 144.88960157334805 23.442979320883751 12.65233241021633 99.352120876312256 477.48959045112133 97.656949505209923 7.2894439697265616 312.88981004059315 475.2223823517561 8.5301111340522784 107.44118386507034 61.861810028553009 208.87938633561134 18.84477074444294 6.8506580442190153 30.204525679349899 24.344069570302963 6.8807370662689209 13.311571776866911 145.65973919630051 7.0267969220876685 10.660493955016134 9.2434860020875913 47.162401795387268 63.825862526893616 73.178447842597961 31.622775435447693
leaf_count=172 2712 691 98 634 101 54 442 2084 433 32 1420 2055 37 465 268 910 77 31 137 110 31 60 656 31 46 39 197 265 315 142
internal_value=-7.3485e-05 0.00122783 -0.00246142 0.000708016 0.000579008 -5.03785e-05 -0.000419057 0.000129029 -0.00271934 -0.000325273 -0.00136114 0.00162782 0.00353466 0.00257332 0.00155512 0.00076627 0.00435782 0.00156057 0.000199951 0.00229952 0.00965457 0.00564088 -0.00199725 -0.002681 0.0126434 0.00382555 0.00595024 0.00824209 0.00430571 -0.000126941
internal_weight=3342.05 2160.36 1181.69 1855.55 1815.57 1128.41 1042.58 838.285 204.299 104.946 593.3 687.159 211.937 192.746 169.303 686.369 304.808 103.128 89.3965 67.8602 13.7314 43.5161 490.172 151.916 19.1906 285.964 120.232 73.0693 85.8308 177.283
internal_count=14745 9348 5397 8079 7907 4935 4566 3659 907 465 2685 2972 917 834 733 2994 1269 467 405 307 62 197 2218 665 83 1192 501 304 369 798
is_linear=0
shrinkage=0.0106442


Tree=42
num_leaves=31
num_cat=0
split_feature=47 54 30 80 47 147 94 56 26 79 4 149 138 113 5 110 19 85 106 94 47 49 110 3 42 149 11 125 135 100
split_gain=77.1557 33.2969 17.889 13.3824 12.4625 11.9706 9.80287 15.3196 11.2763 9.91586 11.558 11.1578 10.5738 11.0059 10.561 10.6186 10.1411 9.76133 9.31382 9.25396 11.6163 10.4883 9.07572 9.075 9.11864 8.57788 8.91784 8.49836 8.34701 7.87482
threshold=1.6850000000000003 1.4850000000000001 0.13717583807716632 0.043836402184014855 2.0650000000000004 0.43032683582591164 25.050000000000004 1.7450000000000003 0.50527777777777783 3.2144061295847015 1562.0820257905882 0.50622604215781086 9.5000000000000018 0.28650000000000003 1478.5440112957851 11.050000000000002 1.5000000000000002 0.14559139784946229 0.8590000000000001 17.550000000000004 1.2050000000000003 2.0850000000000004 17.350000000000005 1657.7751963286732 4.5550000000000006 0.57888813010597684 0.62142857142857155 2.2250000000000005 0.58900000000000008 2.4500000000000006
decision_type=2 2 2 2 2 2 2 2 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 27 -5 9 8 -8 10 14 -12 13 16 -4 -16 -11 -13 25 20 -14 -21 28 -6 -25 -3 -27 -2 -7 -20
right_child=4 18 6 5 23 22 7 -9 -10 12 11 17 19 -15 15 -17 -18 -19 29 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0068385201371439028 -0.0013211436135821225 0.003368453508280874 0.0074787629439152471 -0.00281534767036372 -0.0043787747264795191 0.00072129560454903545 0.014841029167183878 0.001765062208257506 0.0022362892601698521 0.00082347429398294881 -0.0062508323474212597 -0.00094025258831462817 -0.0055155547922674962 -0.001924671430826046 -3.1506427210034051e-05 0.0026895634651887684 0.010830433904806633 0.011021721157613039 -0.0013139152029647751 0.023056536020617167 0.008672396130110175 0.0041378060967829089 -0.0033822892943908868 0.012248304300110641 -0.003757814538294422 -0.0024407947550277673 0.0084796638557206143 -0.0068213475959457434 0.0072679238135395863 0.0071070318241121394
leaf_weight=41.147460445761681 808.91107383370399 134.41870482265949 29.071067944169044 174.73704689741135 330.40629380941391 295.51245598495007 21.835711941123009 113.84069859981537 16.229670897126198 31.720895975828171 46.964937910437584 158.35715870559216 9.1498053818941134 50.057654306292534 475.45277100801468 241.15631210803986 20.610960021615028 8.0725145041942579 49.830464214086533 8.4701904654502886 18.667704924941063 8.1262601613998395 55.426130011677742 7.6267075389623624 7.1611528396606445 7.6647042185068122 101.03704430162907 34.298829674720764 24.557296052575111 16.464113637804985
leaf_count=181 3666 559 126 771 1542 1293 94 492 70 136 206 689 39 214 2071 1045 88 35 209 36 80 35 243 35 33 32 419 156 107 68
internal_value=-9.42808e-05 0.00110158 0.000554301 -0.00096244 -0.00227524 -0.000503946 0.00127578 0.00383316 0.00974248 0.000915003 0.000507839 -0.00165652 0.00350355 0.00149432 0.0011413 0.000869558 0.00496523 -0.000297004 0.00433842 0.00789928 0.00362847 0.0144254 0.000543722 -0.00399853 0.00378767 0.00530945 0.00761312 -0.00155732 0.00125637 0.000619138
internal_weight=3346.98 2158.58 1849.16 591.38 1188.4 550.233 1257.78 151.906 38.0654 1105.88 959.075 213.395 146.803 102.39 745.68 716.609 52.3319 166.43 309.415 44.414 27.8175 16.5965 375.496 345.194 14.7879 243.12 108.702 843.21 320.07 66.2946
internal_count=14770 9338 8051 2595 5432 2414 5456 656 164 4800 4172 930 628 438 3242 3116 224 724 1287 190 119 71 1643 1610 68 1010 451 3822 1400 277
is_linear=0
shrinkage=0.0106442


Tree=43
num_leaves=31
num_cat=0
split_feature=47 54 86 86 123 150 93 35 106 148 131 110 86 29 55 106 123 137 28 29 85 90 105 138 105 26 121 141 122 131
split_gain=75.5805 32.5494 16.752 16.1217 13.1969 12.2041 11.197 11.1654 11.911 11.1349 13.5112 10.4943 9.88099 9.71095 12.7616 9.56942 9.31625 9.69917 9.12247 9.03313 8.87362 8.80836 8.80163 9.03332 8.69589 8.64178 8.56341 9.43323 8.37293 8.06203
threshold=1.6850000000000003 1.4850000000000001 2.6461100569259965 3.0690476190476197 2.1465000000000001 0.59554779045125916 22.050000000000004 5.8800000000000008 0.59050000000000014 0.27654902553509503 1.0500000000000003 24.250000000000004 2.9811752287121753 2.3541666666666674 1.7750000000000001 0.8590000000000001 0.94850000000000001 26.250000000000004 5.8944444444444457 3.2928571428571431 -0.34582417582417579 -0.27499999999999991 1.2615000000000001 4.5000000000000009 0.26750000000000007 0.45183333333333336 0.64600000000000013 0.85250000000000015 2.0605000000000007 0.7320000000000001
decision_type=2 2 2 2 2 2 2 2 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 11 4 6 19 7 13 -9 -4 -11 16 -3 28 -15 21 17 25 22 -6 -8 -14 23 -5 -21 -2 27 -22 -1 -28
right_child=2 12 9 18 5 -7 20 8 -10 10 -12 -13 15 14 -16 -17 -18 -19 -20 24 26 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0059998262370619384 -0.010596065741259321 0.0032561835873624865 -0.00058055700578990685 -0.00033990237333918541 0 6.5310723096666782e-05 -0.009060651955876577 0.017571059754673546 0 -0.00032992446404391342 0.01226958574448829 0.0014564409879110492 0.0027759698253214545 -0.0007041991361397532 0.0046821902151414326 0.00059940489015481921 -0.0025307601741917014 0.005068135876352472 0.0093278686668099957 0.002683353967740366 0.01505770443023023 0.013895985635736493 -0.0042761999319932444 0.0045435072481267496 0.017547844524123571 -0.0044923182366211588 -0.0024046271309768746 0 0.0035209637470817786 0.0020187106299562356
leaf_weight=63.16361953318119 37.389863297343254 246.65564900636673 157.93800485134125 56.782434299588203 7.372173577547076 33.947557538747787 8.4894205629825574 7.8765002489089948 7.3372486382722855 16.817368075251579 18.598548501729965 58.089444980025291 14.275342613458632 1008.0682364553213 52.079529985785484 16.797789633274078 748.97840854525566 8.7218981981277448 25.232373490929604 8.777662321925165 11.365654975175859 31.933329105377197 19.336829125881195 137.62840150296688 15.790024548768995 140.90088993310928 52.873405769467354 9.7278244942426664 11.073353007435797 312.4645944237709
leaf_count=277 175 1027 704 243 32 146 37 33 31 75 82 265 59 4422 227 70 3440 40 107 38 49 131 83 587 68 651 229 42 48 1352
internal_value=-9.31778e-05 0.00108986 -0.00225307 0.000548556 0.000158843 0.00482533 -3.34309e-05 -0.000571254 0.0084344 0.000568756 0.0059904 -0.00281248 0.00428879 -0.000701282 -0.000429697 0.00816467 -0.00308863 -0.00526677 0.0031308 0.00955605 0.00150558 0.0106877 0.00235016 0.00306322 0.0126641 -0.0058312 0.00176486 0.00845583 -0.00443835 0.00134982
internal_weight=3346.48 2159.05 1187.43 1849.39 1610.41 65.8874 1544.52 1149.6 15.2137 193.354 35.4159 994.081 309.662 1134.38 1060.15 63.0065 935.991 187.013 238.98 31.9399 394.921 46.2087 213.748 194.411 24.5677 178.291 386.431 21.0935 74.237 365.338
internal_count=14770 9338 5432 8051 7031 284 6747 5038 64 861 157 4571 1287 4974 4649 260 4306 866 1020 138 1709 190 913 830 106 826 1672 91 325 1581
is_linear=0
shrinkage=0.0106442


Tree=44
num_leaves=31
num_cat=0
split_feature=47 54 30 80 123 47 93 55 99 137 29 142 40 125 132 91 102 79 122 6 34 130 126 142 99 101 127 132 103 148
split_gain=74.0375 31.8412 17.4896 13.1299 12.9706 12.1671 9.64929 12.9269 9.33101 9.07605 8.92581 9.20982 10.11 8.35056 7.95797 7.33777 9.65725 7.27296 8.88833 7.12465 7.11679 9.29561 6.93328 10.5586 7.28507 8.01792 11.5985 8.19293 7.66427 6.93017
threshold=1.6850000000000003 1.4850000000000001 0.13717583807716632 0.043836402184014855 2.1465000000000001 2.0650000000000004 19.050000000000004 1.7750000000000001 0.29285714285714287 14.15 3.1339285714285716 0.86450000000000016 3.2650000000000001 2.2250000000000005 1.6835000000000002 0.068749999999999964 0.83350000000000002 3.0898276463388528 1.0740000000000001 1484.1666872712942 2.2450000000000006 1.1180000000000001 2.8820000000000001 1.5250000000000001 0.4494949494949495 1.5500000000000003 1.6460000000000001 1.6125000000000003 0.65050000000000019 0.2645079041305457
decision_type=2 2 2 2 2 2 2 2 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 6 13 7 17 -8 15 19 12 20 -2 -9 16 -6 -4 -19 -7 29 -22 23 24 28 26 -26 -28 -3 -12
right_child=5 22 4 -5 9 10 8 14 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0067839860688605281 -0.0012872782171493046 0.00022639763379090925 -0.00083796321388566661 -0.0005031858605941687 0.0028720250865868768 0 0.0092979324144193947 0.0033896359047906541 0.0017864777348521555 -0.00096049661841374093 -0.0040713839084542186 -0.007046849742805502 -0.0056127736462392597 -0.0067472315050984139 0.016657506924094363 0 0.015879713270383053 -0.0094405101399322421 0.0024527922739982686 -0.0084522939064957062 -0.0015110797891549896 0.010506668724039507 -0.0017651965330783832 0.011699935371357684 0.0084532215598930854 0.00097594534583534287 0.0033917087941999209 -0.0072944010483526845 0.011875750280441721 0.00084218883910482047
leaf_weight=41.067130297422409 807.96837724745274 11.104366198182104 484.17192836105824 550.19548620283604 12.858766868710516 13.891360625624655 20.286212623119354 30.07556164264679 511.32732908427715 11.927253544330595 60.463669016957283 50.704196900129318 58.669706791639328 34.191768318414688 7.2631915360689154 8.1932236254215223 19.984683603048325 7.1827460974454871 145.06119200587273 69.432090982794762 12.206619977951052 14.354237690567968 17.975936979055405 23.651800155639648 60.79057776927948 107.97051091492176 54.100225999951363 9.1195908188819867 25.182519942522049 64.572497218847275
leaf_count=181 3666 46 2119 2414 55 65 87 130 2207 51 281 237 275 156 31 35 85 31 625 327 57 67 75 98 252 449 225 38 104 301
internal_value=-9.20148e-05 0.00107834 0.000542771 -0.000957175 0.0012559 -0.00223105 0.00101902 0.000156155 0.00209285 0.00644889 -0.00393637 -0.00289885 -0.00184869 -0.00152141 0.00625153 0.0088581 0.0111065 -0.000184977 0.00182276 -0.00705996 -0.000322737 0.00458862 0.004241 0.00464679 0.00398584 0.00321885 0.00508705 0.00168425 0.00860002 -0.00144995
internal_weight=3345.94 2159.49 1849.59 591.263 1258.33 1186.45 1205.37 673.755 531.614 52.9639 344.294 260.971 210.267 842.16 37.3388 41.0367 32.8435 636.416 152.244 83.3235 151.597 26.5609 309.896 291.92 268.268 231.981 124.01 63.2198 36.2869 125.036
internal_count=14770 9338 8051 2595 5456 5432 5230 2936 2294 226 1610 1218 981 3822 161 175 140 2775 656 392 706 124 1287 1212 1114 964 515 263 150 582
is_linear=0
shrinkage=0.0106442


Tree=45
num_leaves=31
num_cat=0
split_feature=51 86 41 86 55 25 124 98 56 107 26 34 105 86 142 115 53 137 135 78 1 102 135 108 41 38 14 50 5 34
split_gain=93.021 28.1285 25.3282 20.1592 12.5507 11.9896 12.0667 10.9134 10.967 14.3983 10.645 12.3006 10.9055 10.332 10.3617 16.7434 10.5518 10.2846 13.6825 9.57322 9.55037 8.92106 8.86588 9.90834 9.05492 8.71268 9.86663 8.01035 11.645 8.64839
threshold=1.2450000000000003 3.7370689655172415 2.1950000000000007 3.4405882352941179 2.0050000000000003 0.2678571428571429 0.55000000000000016 0.62828947368421062 2.1250000000000004 0.77250000000000008 0.43950000000000006 1.6450000000000002 1.1415000000000002 2.6698717948717952 0.92050000000000021 0.3665000000000001 1.635 5.3500000000000005 -0.061999999999999993 1.7928571428571431 1675.8090628012003 1.1185000000000003 0.11250000000000002 2.5000000000000004 1.7750000000000001 0.25096650391287106 0.70833333333333337 1.3250000000000004 1513.9871106416531 2.3450000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 22 6 -1 27 17 19 11 -4 13 14 16 -16 -12 -9 -19 -10 25 -5 -2 -24 -25 26 -8 -7 29 -29
right_child=3 -3 10 21 -6 7 20 8 9 -11 12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0083621689700606981 -0.0028000511173064792 0.010152154826506835 -0.010856211216767504 0.013341597874156409 -0.0056830540812950886 0.0027630250946710151 0.0060934696234014327 -0.0027667443313843841 0.010656350921665853 -0.0022034677900778783 0.0081803732622203387 0.0012776436514990884 -0.0005598502234320749 0.0067379006414604288 -0.0063878018252460983 0.0085599564988664799 0.0015020719292234486 0.0023883388412140548 -0.0011867534916095456 0.000539992389461421 0.0069327263786423217 0 0.00015903971153492384 -0.011622516235275819 -0.0014810815266780284 -0.0037666543405357224 -0.002164282106374993 0.0044536621829400153 -0.006942210011670908 -0.0028653480177078935
leaf_weight=12.927028417587278 694.06775452196598 40.962188422679901 12.509879246354101 13.02922134101391 131.22656543552876 410.63821226358414 24.483433872461319 156.78864406049252 32.83027520775795 26.927376389503479 30.745100170373917 34.873752549290657 65.264390334486961 119.713603079319 8.9057718217372877 66.788254708051682 292.29553239047527 214.32589147984982 276.25242422521114 19.020615339279175 12.197130337357519 7.602101504802703 269.71507188677788 16.188101455569267 33.994303777813911 181.75778679549694 48.09830829501152 45.389097690582275 24.656192377209663 28.994278535246849
leaf_count=57 3171 169 54 56 619 1790 107 689 141 116 127 149 276 501 38 282 1244 941 1212 82 53 33 1230 75 154 801 210 195 106 125
internal_value=8.2525e-05 0.00137984 0.00120754 -0.00234254 -0.00253737 0.00045316 -0.00152394 0.000908743 5.58306e-05 0.00381816 0.00300222 -0.00170441 0.00340226 0.00392127 0.00304931 0.00666266 0.00217015 -0.000385801 0.00035376 0.0071477 -0.00204278 0.00796363 -0.00211991 -0.000611444 -0.00496165 -0.00251447 0.00047668 0.00210331 -0.000526047 0.00145969
internal_weight=3353.17 2187.35 2146.38 1165.82 1145.19 1515.29 279.464 1235.82 726.145 78.7783 631.096 47.3836 583.713 518.448 398.735 75.694 323.041 647.367 490.578 51.8509 266.537 20.6313 1013.97 319.897 50.1824 254.34 72.5817 509.678 99.0396 74.3834
internal_count=14803 9465 9296 5338 5249 6625 1228 5397 3181 339 2671 203 2468 2192 1691 320 1371 2842 2153 223 1171 89 4630 1459 229 1118 317 2216 426 320
is_linear=0
shrinkage=0.0106442


Tree=46
num_leaves=31
num_cat=0
split_feature=47 35 47 56 98 105 79 131 38 27 30 119 2 34 104 80 110 34 79 48 23 124 78 103 110 15 30 4 4 4
split_gain=89.6469 24.4272 18.0035 15.1791 15.6017 14.2928 11.2814 10.8731 10.7272 12.5868 10.6835 13.3647 12.8859 11.6562 10.0131 9.69188 10.1237 9.50639 9.37573 9.25284 8.64179 11.8895 8.84086 8.67751 8.12381 7.94803 8.99102 11.5384 8.76982 7.87688
threshold=1.635 4.3750000000000009 2.0650000000000004 2.1250000000000004 0.62828947368421062 0.81450000000000011 2.5062937217256986 2.1835000000000004 0.16800404562209292 0.45707142857142863 0.15635629251700683 2.2915000000000005 -26.347068656688403 2.2050000000000005 1.2105000000000004 0.048518270944741503 19.750000000000004 2.1250000000000004 3.2324586768169588 2.1450000000000005 2.4500000000000006 0.45000000000000007 1.7928571428571431 0.61950000000000005 9.8500000000000032 0.90000000000000013 0.17669683257918553 1476.1974494349422 1447.469711883843 1546.2577971226249
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 20 8 -6 10 25 -10 13 12 14 15 -12 24 -17 -14 -8 -7 22 -22 -1 -24 -5 26 28 -28 -3 -13
right_child=2 5 -4 7 6 19 18 -9 9 -11 11 29 17 -15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0021935364699606176 -0.0012979168194059867 0.0041032674428941049 -0.0041549630645764243 -0.0083300412456909188 -0.0056464375297928466 0.0063934695456054043 -0.00044130186703493968 0.010116486391203217 0.0018563843675809977 0.0090791188716103852 0.0102013701541102 0.00053879570710372345 0.0045438010046841872 -0.0043125701210386886 -0.00058446885800686574 0.0084027302472879876 -0.0040316500884824804 -0.0023929100601624274 0.0046598137246479723 -0.0021682002945024822 -0.0065819496362614447 0.0029477982055946925 0.013991210010943248 0.00023802109177165182 0.0036083590069167265 0.0088515273221267 -0.0018589009314846643 0.0093797944517198112 -0.0070845492623104129 -0.012045711743179989
leaf_weight=93.887373343110085 1023.7291872501373 10.893963754177092 339.70850768685341 13.164153292775156 44.888571813702583 19.470498979091644 702.96871699392796 23.816566705703735 41.257179662585258 113.03720040619373 60.286252856254578 14.221866115927698 74.953680261969566 45.454317182302475 9.4769760817289335 34.670829698443413 8.1774344295263273 29.723110228776932 43.213435843586922 53.701821058988571 14.741926789283751 410.66831068694592 8.0208955109119433 19.566807419061661 11.277966246008871 17.673106834292412 16.909941539168358 22.309116959571838 22.892610788345337 8.0384312868118268
leaf_count=409 4627 46 1593 56 201 83 3075 100 174 474 255 60 316 195 40 148 35 127 185 225 64 1778 35 85 48 74 71 93 97 34
internal_value=8.16366e-05 0.00152556 -0.00201746 0.0010027 0.000487058 0.00423917 -0.000458006 0.00304136 0.00547254 0.00721582 0.00246291 0.00396163 0.00497833 -5.87776e-05 0.00858577 0.00265871 0.0057848 0.00247388 -0.000131821 0 0.00187328 0.0025929 -0.000560453 0.00461698 -0.0023922 0.00239055 0.000682764 0.00426651 -0.00316666 -0.00353425
internal_weight=3352.8 1989.36 1363.44 1671.22 1337.96 318.145 791.071 333.262 244.973 154.294 309.445 196.7 174.44 112.745 69.7632 67.2904 42.8483 104.677 746.182 73.1723 546.885 425.41 121.475 27.5877 24.4421 90.6787 73.0056 39.2191 33.7866 22.2603
internal_count=14803 8583 6220 7246 5832 1337 3461 1414 1029 648 1314 832 738 482 295 287 183 443 3260 308 2371 1842 529 120 104 381 307 164 143 94
is_linear=0
shrinkage=0.0106442


Tree=47
num_leaves=31
num_cat=0
split_feature=51 86 41 86 55 25 3 9 127 26 34 35 101 103 135 1 136 84 121 35 102 146 106 102 140 25 26 103 93 133
split_gain=89.3661 27.3605 24.2746 19.6871 12.2213 11.6033 10.5202 10.4742 11.4951 10.3346 12.0721 10.3247 10.0055 10.4189 9.98171 9.95042 9.9035 10.0669 9.88448 9.83866 9.77232 9.12557 9.09358 8.71083 8.55941 9.08722 8.80094 8.08358 8.26295 14.8854
threshold=1.2450000000000003 3.7370689655172415 2.1950000000000007 3.4405882352941179 2.0050000000000003 0.2678571428571429 1392.5539536257036 1.6547619047619049 1.7890000000000004 0.43950000000000006 1.6450000000000002 9.5250000000000021 0.55000000000000016 0.41350000000000003 0.11250000000000002 1675.8090628012003 29.050000000000004 0.030468749999999951 1.4720000000000002 4.2750000000000012 0.64350000000000007 0.0034500000000000004 0.8590000000000001 1.1185000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.49211111111111117 0.72750000000000015 17.550000000000004 1.1835000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 12 7 8 -2 10 -4 16 13 -1 27 -14 17 22 -18 -7 -21 -19 -11 -5 -16 -26 -27 28 -8 -30
right_child=3 -3 9 23 -6 19 14 -9 -10 11 -12 -13 15 -15 24 -17 18 21 -20 20 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0 0.0051737170358362901 0.0099936941166254706 -0.010782485552515717 0.013176396898490979 -0.0056027853833389386 0.00074882174205136522 -0.0029080787540726651 -0.0030336684610534374 -0.007909099137922395 0.0048405672834738655 0.0012460673730288563 0.014781611615867324 -0.0025508428588211164 0.016356797797648488 -0.0014228513378186335 0.0073690385880559187 0.0026558743614161461 -0.0096267067441352088 -0.010779162891667976 0.014461732891788027 0 0.0013259864584055842 0.0010684778816935096 0 0.013506202813765198 0.0074591030529069678 -0.0067967496368395008 -0.0044542519704277679 0.0079143826459734459 -0.0023119917322352644
leaf_weight=11.814327314496042 62.180689796805382 41.049822807312012 12.476373881101607 13.068504109978678 130.73795753717422 1212.9966954886913 228.71073132753372 44.386730253696442 8.1031589806079847 363.88976736366749 34.89797554910183 9.2735545337200147 249.12232646346092 6.8257693648338309 255.99855773150921 11.519569724798201 11.773585945367815 9.664150655269621 11.329604879021643 12.056329160928728 11.308955088257788 78.669023498892784 99.877483427524567 7.5991868972778311 9.0548920184373873 10.083924353122713 9.4404061734676343 315.54090604186058 24.738757282495499 44.270592346787453
leaf_count=52 285 169 54 56 619 5298 1049 203 37 1537 149 38 1096 30 1169 50 50 41 48 51 48 332 422 33 41 46 43 1442 113 202
internal_value=8.07565e-05 0.00135114 0.00118105 -0.00229897 -0.00249209 0.000442198 -0.00208007 0.000889304 0.00351609 0.00293676 -0.00170026 0.00333056 -0.00150345 0.00588582 -0.002471 -0.00207216 0.00312771 0.00342315 -0.0034784 0.000890187 0.00778005 8.91636e-06 0.00405083 0.00787582 -0.000774499 0.00466598 2.8707e-05 -0.00324113 -0.00192016 0.00120196
internal_weight=3352.46 2188.55 2147.5 1163.91 1143.25 1515.64 1012.51 114.671 70.2838 631.852 47.3743 584.477 279.282 18.6401 897.839 260.642 575.204 552.1 23.1032 1236.36 23.3653 88.3332 463.767 20.6677 284.578 28.5792 19.5243 613.261 297.72 69.0093
internal_count=14803 9465 9296 5338 5249 6625 4630 525 322 2671 203 2468 1228 82 4105 1146 2430 2332 98 5397 99 373 1959 89 1299 130 89 2806 1364 315
is_linear=0
shrinkage=0.0106442


Tree=48
num_leaves=31
num_cat=0
split_feature=47 54 25 93 36 2 134 136 105 92 99 135 0 136 92 132 79 19 147 84 118 103 106 49 143 102 148 147 123 38
split_gain=75.4332 31.3365 9.77214 11.2801 13.5318 10.7327 10.2363 10.5468 10.0126 9.63437 8.88644 8.88366 13.2155 11.9455 10.6025 12.5896 8.96942 8.96081 11.4792 8.37988 8.13443 8.18724 8.70791 8.05446 8.3393 8.47496 9.22605 7.95387 9.32111 7.98243
threshold=1.7150000000000001 1.4850000000000001 0.36666666666666675 20.550000000000004 9.7150000000000016 15.242766110205141 -0.82899999999999985 8.8500000000000032 1.0995000000000001 -0.20666666666666664 0.56832298136645976 0.58900000000000008 1530.9633855416857 9.8500000000000032 0.12416666666666666 2.5855000000000006 2.8098448471773501 2.5000000000000004 0.4524781174811251 0.033605769230769154 2.4500000000000006 1.9515000000000002 0.8590000000000001 3.7950000000000004 -0.83099999999999985 1.4515000000000002 0.27064914705796966 0.47199397614381194 1.9045000000000003 0.29393202200613622
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 8 7 -4 -5 10 -1 14 13 16 15 19 -13 18 -14 -8 21 22 -3 24 25 26 -2 28 -26 -29
right_child=23 20 6 5 -6 -7 11 -9 -10 -11 -12 12 17 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 29 -30 -31
leaf_value=0.00012602507996195173 -0.0074471826491189115 0.0037247987500037428 0.0012910060512082095 0.0087396536400132837 0.012072635274210278 -0.00048642004045715054 0.0012196899119062399 0.013829759623736693 -0.0024558195060438806 -0.0015102352401610722 -0.010162599936389101 -0.0034106291378531964 -0.0012434522168303817 0.01290710065052727 -0.0011806709804750468 0.0071978070930040928 0.0068589113568419176 -0.0051648263510202736 0.013262789262873527 -0.0018975062826519279 0.0078440178276515688 0.0094313072089205474 -0.0014800982411571669 -0.0036441586587082184 -0.00031893485525605092 0.0049666951276620226 0 -0.0056785123134455986 -0.0066541777048210069 0.0017009710914511586
leaf_weight=10.929976329207419 69.303008511662483 173.97920143604279 20.47643069922924 35.214645877480507 7.283085122704505 74.794637680053711 998.77102063596249 14.493104830384253 10.409645095467566 228.87339854240417 30.66203348338604 13.891157820820807 14.502242863178255 24.751256451010704 276.2239974886179 37.952112331986427 25.680181562900543 23.206657886505127 9.5345264673233014 105.87965823709965 64.063347399234772 24.104526221752167 42.796680510044098 332.74613194167614 538.29355017840862 8.7479793727397901 25.611620903015137 73.69391705095768 28.036493703722954 18.866605520248413
leaf_count=48 317 721 88 153 31 324 4349 62 45 1007 135 61 63 107 1205 163 111 101 41 460 263 100 179 1563 2452 40 117 336 128 86
internal_value=5.37465e-05 0.00116439 0.000665053 -0.00080905 -0.00200708 0.00186709 0.00104671 0.00678773 0.00595532 -0.00242501 -0.00720658 0.000908671 0.00382104 0.00696843 0.000672269 0.0011294 0.00298873 -0.000242082 0.00407414 0.000911411 0.00434519 0.0033711 0.00264883 -0.00223692 -0.0016091 -0.00445117 -0.00542973 -0.00114604 -0.000651092 -0.00406099
internal_weight=3363.77 2268.47 1963.53 398.167 277.748 120.419 1565.36 34.9695 45.6243 270.465 41.592 1530.39 111.566 64.3226 1418.83 1142.6 39.5713 47.2434 24.0368 1104.65 304.944 240.88 216.776 1095.3 762.553 103.663 94.9146 658.891 566.33 92.5605
internal_count=14856 9817 8554 1743 1221 522 6811 150 198 1190 183 6661 484 279 6177 4972 172 205 104 4809 1263 1000 900 5039 3476 474 434 3002 2580 422
is_linear=0
shrinkage=0.0106442


Tree=49
num_leaves=31
num_cat=0
split_feature=51 50 122 130 110 98 123 53 28 140 41 7 80 126 38 115 37 143 80 11 143 130 144 85 49 108 53 126 99 113
split_gain=76.8878 25.9109 9.88406 11.8176 14.2873 10.4691 12.1349 10.2319 12.1819 10.0766 9.44899 9.28422 11.0248 10.9274 10.9133 9.74408 9.5679 9.19063 9.04046 9.59552 9.45427 8.55732 8.32977 8.27715 8.3109 9.16019 9.5856 8.32131 12.9291 8.20155
threshold=1.2450000000000003 1.5050000000000001 1.3945000000000001 1.7890000000000004 7.5500000000000007 0.6132478632478634 2.1025000000000005 2.2250000000000005 4.6833333333333345 1.0000000180025095e-35 1.9950000000000003 18.76704969392711 0.066537312101342602 2.1835000000000004 0.27940973505651728 1.2250000000000003 0.57665640374063021 -0.99499999999999988 0.054914004914004853 2.378571428571429 0.39150000000000007 0.56350000000000011 0.014250000000000002 -0.20436657681940704 3.7950000000000004 2.5000000000000004 2.9850000000000008 1.9500000000000002 0.54195804195804198 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 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 -1 -6 29 11 21 13 16 17 -15 -14 -13 -5 19 20 -12 -7 -3 -2 27 26 -26 -25 -29 -9
right_child=23 22 3 9 7 10 -8 8 -10 -11 18 12 15 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00074650539493301799 -0.0049897024402327057 0.0047906099736028974 0.0050500029551617471 -0.0079546256938933056 0.0028203379141939237 0.0055212303573662618 0.0085688133933746781 -0.00014469646649385397 -0.0063663069059665947 0.0037625135058741562 -0.0068496201514530687 0.0024466667713376718 0.0028053019261785016 0.00060115589988098388 0.0110315554994394 0.012076243948948576 -0.0031610818658806086 -0.0012241671881125023 0.0016532156578928307 0.0082322088289266005 8.4144942861513907e-05 -0.0032541236611226747 -0.0014620353902467427 -0.0008278561760901458 -0.008630229167562363 -0.0085319808473799802 -0.0018844081650907171 0.004252317032208036 -0.0067940494892342789 0.01146370228043876
leaf_weight=249.85899305343628 109.35113798081875 261.70767576992512 186.6619540899992 25.922016471624374 135.32833440601826 12.552843540906904 25.306259363889694 38.522371023893356 38.202481880784035 97.90767540037632 46.050388902425766 76.773140415549278 72.105097427964211 71.969510227441788 14.147910013794897 17.346725940704346 62.493340089917183 293.02465227246284 177.99668039381504 8.0899321883916837 37.525842681527138 210.00947886705399 23.850660592317581 679.50623913109303 27.918939620256424 35.753844529390335 244.92129367589951 13.7203983515501 60.904218763113022 8.0008837580680829
leaf_count=1091 503 1083 809 113 583 55 108 169 168 423 201 331 313 310 61 75 268 1271 778 35 163 930 99 3092 130 168 1153 62 276 35
internal_value=5.313e-05 0.00123316 0.000778377 0.00140863 0.00286994 -0.000142909 0.00150404 0.000973016 -0.00185378 0.000581999 -0.0010849 7.41128e-05 0.00180372 -0.000876603 0.00243657 0.00472044 0 -0.00180407 0.000219116 -0.00245115 -0.00361081 -0.00271204 0.00423163 -0.00214415 -0.00184148 -0.0033329 -0.00261314 -0.00121726 -0.00462247 0.00162614
internal_weight=3363.43 2191.35 1905.8 1138.41 406.716 767.39 275.165 220.054 84.7257 731.69 492.225 633.782 228.718 405.064 86.1174 89.4518 139.266 318.947 269.663 91.6662 83.5762 222.562 285.558 1172.08 1062.72 308.594 272.84 754.131 74.6246 46.5233
internal_count=14856 9472 8290 4929 1764 3361 1199 955 372 3165 2162 2742 987 1755 371 388 599 1384 1177 399 364 985 1182 5384 4881 1451 1283 3430 338 204
is_linear=0
shrinkage=0.0106442


Tree=50
num_leaves=31
num_cat=0
split_feature=51 54 86 30 102 86 96 131 5 104 12 29 4 79 2 85 86 27 29 143 86 80 131 86 102 48 136 80 36 3
split_gain=75.3214 28.639 17.1554 16.2441 11.1423 12.6387 12.4648 13.0405 12.3261 10.8149 13.5127 10.476 14.3401 15.166 11.2017 10.1312 10.0541 9.96552 9.88169 9.75076 11.7442 8.92097 8.91245 8.72679 11.0744 8.74794 8.3671 8.35938 8.06954 7.76267
threshold=1.2450000000000003 1.4850000000000001 2.6414285714285719 0.13596116504854369 1.0325000000000002 3.4428104575163405 2.5000000000000004 0.88200000000000012 1507.1649053656613 1.1505000000000003 0.29166666666666669 5.0500000000000007 1562.0820257905882 3.1317015430917419 -127.16874079307875 -0.20102564102564102 3.3951219512195125 0.47788888888888897 1.1055555555555558 -0.59749999999999981 2.7611408199643499 0.066537312101342602 0.7320000000000001 2.8473193473193477 2.0005000000000002 2.4750000000000005 19.850000000000005 0.045785126783846462 1.385 1475.0613689545319
decision_type=2 2 2 2 2 2 2 2 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 16 5 6 17 -8 21 15 -11 12 18 -14 28 -2 19 -4 -5 20 26 -9 -22 -3 25 -25 -1 -21 -13 -20
right_child=2 23 4 11 -6 -7 7 8 -10 10 -12 14 13 -15 -16 -17 -18 -19 29 27 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.001546926600681921 -0.007127575167340798 0.0031088510557150269 0.0031268182440982563 -0.0052761319830936073 -0.0033080096630643363 0.012840300208370899 -0.00268332178772517 -0.0010036994265064123 0.020291463731109818 -0.0026215598871702946 0.010060500935716121 0.010630993635241991 -0.0032517215894551348 0.0038963533000152136 0.0018481981403417047 -0.0026362982478219982 0.005272163464883 -0.0046444198941971533 0 -0.0060002804208900877 -0.0010128560837869818 0.0089745137623357327 0.01143395736405666 0.016669660196009826 -0.00028547540413488234 0.0066972594167957816 0.0058713482452217511 -0.0012822148625758519 0.0034581308190127715 0.0024326822713059003
leaf_weight=92.749733775854111 64.485511794686317 226.55600449442863 28.929166436195374 22.959875673055649 58.313119545578957 11.734795838594435 17.568873554468155 14.781304106116293 7.8786069154739371 20.416736930608749 16.544385477900505 33.160505712032318 158.66628381609917 41.528400450944901 277.84908431768417 858.40459369122982 29.594985321164131 48.460509046912193 203.26010875403881 50.221940279006958 7.5482860058546093 23.659140273928642 19.752791494131088 15.806418210268019 14.623705208301542 48.394558608531952 21.082868233323097 375.19071291387081 52.589583963155746 500.37823668122292
leaf_count=409 303 939 130 99 261 50 79 66 35 94 76 142 693 177 1203 3968 125 217 882 221 33 105 86 65 60 199 93 1652 227 2167
internal_value=5.26165e-05 0.00122006 -0.00212336 0.000723832 0.000581519 0.00213239 0.0011687 0.00469144 0.00771522 -0.00272981 0.00277125 0.00139795 0.000781743 -0.00171651 0.00293976 -0.00296149 -0.000717743 -0.00160386 0.00148451 -0.00104916 0.00133223 0.00486469 0.0076083 0.00425124 0.00740154 0.00931592 -8.08176e-05 -0.00186387 0.00635432 0.00172002
internal_weight=3363.09 2191.91 1171.18 1886.53 211.326 153.012 141.278 63.8879 46.3191 959.851 36.9611 1290.39 926.793 200.195 363.599 922.89 596.141 77.3897 726.598 566.546 141.134 38.4404 27.3011 305.381 78.8247 64.201 113.833 425.413 85.7501 703.638
internal_count=14856 9472 5384 8209 943 682 632 285 206 4441 170 5590 4018 870 1572 4271 2619 347 3148 2494 621 171 119 1263 324 264 502 1873 369 3049
is_linear=0
shrinkage=0.0106442


Tree=51
num_leaves=31
num_cat=0
split_feature=47 54 86 86 146 93 85 99 93 132 44 31 35 2 79 44 3 35 40 114 85 0 123 27 92 52 19 118 122 1
split_gain=81.7011 25.7405 14.7664 10.5625 10.2826 10.083 9.70512 11.8524 11.1841 10.879 9.84807 13.2827 9.65006 9.17412 8.41238 9.35032 8.37625 9.41994 8.69911 8.03865 9.26565 7.94199 7.88649 7.84908 8.61328 7.78032 12.9604 9.00075 8.98333 8.95061
threshold=1.7150000000000001 1.4850000000000001 3.3279569892473124 3.4428104575163405 0.016250000000000004 20.550000000000004 -0.20102564102564102 0.34523809523809529 22.050000000000004 1.0500000000000003 4.7350000000000012 0.18151311775472848 6.6550000000000011 173.28022344087029 2.5152597294757348 6.9150000000000009 1396.8534848159654 3.2350000000000008 3.2350000000000008 1.2750000000000001 0.29583850931677019 1583.2323222194307 1.0575000000000003 0.49118055555555562 0.3083333333333334 3.6150000000000007 3.5000000000000004 2.1000000000000005 2.4335000000000004 1624.0637593418289
decision_type=2 2 2 2 2 2 2 2 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 6 5 -1 -2 9 13 -8 -11 -12 25 16 15 -10 18 -18 -9 -4 21 -21 -23 24 -7 26 28 -27 -3 -29
right_child=3 12 19 -5 -6 23 7 8 14 10 11 -13 -14 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=0.00010324587741150966 -0.0058154806061929288 0.0075632874220182321 -0.00056694014743369952 0.0061107393959461114 -0.0045240116462233089 0.0009101905652103339 -0.0019587636919006818 0.0023829883486345448 0.010142469734325862 -0.0024839838030451746 0.016511492305283912 -2.9151718889527679e-05 0.0085155616342514357 -0.010044354432521118 -0.0011959756494788578 -0.00017601272736211178 -0.0035163941783655649 0.0016642670685871215 -0.0038876386708245826 0.0057533876900947552 0.013167468546349943 0.0043512150851200155 -0.0082788344602413508 0.0029383380427408031 -0.00691280465069408 -0.0011482515151696106 -0.001204069680699298 0.0022544680246597303 -0.0016870999364828932 0.015519835795070568
leaf_weight=1252.8300041258335 93.812152996659279 100.98605099320412 28.583859205245972 15.781356826424597 44.689964860677719 173.3742558658123 27.993874624371529 66.786923602223396 18.192600354552269 7.2157839089632061 14.857555076479914 6.767833173274993 49.718122616410255 21.16602236032486 104.47788138687611 17.749050483107567 612.15631291270256 39.685070350766182 40.118951976299286 70.576908722519875 16.262560307979584 11.194340825080873 10.446411043405531 312.37045635282993 17.492219880223274 72.283792674541473 28.652420416474342 33.746634632349014 11.447674602270125 7.8130321353673926
leaf_count=5490 435 418 121 68 194 751 129 308 84 33 68 31 204 98 477 81 2833 181 186 297 67 47 44 1350 76 300 119 139 47 32
internal_value=4.76238e-05 0.00121152 0.000752706 -0.00234435 0.000489741 0.000623311 -0.00247874 -0.00214766 -0.00244477 0.0024789 0.00715 0.0108498 0.00409551 -0.00294385 0.0002525 0.00475497 -0.00273195 -0.00318489 0 0.00413101 0.00546561 0.00399361 -0.00126071 0.00189718 0.000138268 0.00319233 0.00488346 0.00100434 0.00652812 0.00500077
internal_weight=3329.23 2242.47 1937.82 1086.76 1800.76 1756.07 1070.98 977.168 920.333 56.835 28.8412 21.6254 304.648 779.913 140.42 35.9417 758.747 651.841 106.906 137.064 108.48 92.2177 21.6408 503.237 190.866 254.93 141.086 113.843 112.434 41.5597
internal_count=14708 9696 8437 5012 7861 7667 4944 4509 4248 261 132 99 1259 3606 642 165 3508 3014 494 576 455 388 91 2177 827 1055 584 471 465 171
is_linear=0
shrinkage=0.0106442


Tree=52
num_leaves=31
num_cat=0
split_feature=47 54 86 98 56 144 105 146 56 7 86 85 99 93 132 64 35 115 10 8 0 26 143 29 29 8 50 36 122 138
split_gain=80.0286 25.1673 14.4368 12.4718 20.7542 14.0592 11.5879 11.2341 10.6796 10.5854 10.3428 9.53112 11.5876 10.9624 10.6035 9.59412 9.41644 8.79922 8.8114 8.74995 8.72402 8.68803 14.9231 8.55434 11.4302 8.39325 11.2002 10.2328 8.59209 8.30722
threshold=1.7150000000000001 1.4850000000000001 3.3279569892473124 0.62828947368421062 2.1150000000000007 -0.00024999999999999995 0.62550000000000006 0.016250000000000004 2.3150000000000004 18.76704969392711 3.4428104575163405 -0.20102564102564102 0.34523809523809529 22.050000000000004 1.0500000000000003 1.0000000180025095e-35 6.6550000000000011 2.2680000000000002 2.8452380952380958 2.6214285714285719 1538.0120967250862 0.56816666666666682 -0.47149999999999997 2.3875000000000006 2.7888888888888892 0.86190476190476206 1.0650000000000002 2.7750000000000004 1.179 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 7 9 20 8 17 -7 23 11 -2 14 19 -13 -16 -3 -1 -19 -14 -6 -11 -23 -5 -25 -15 27 -27 -28 -4
right_child=10 16 29 4 5 6 -8 -9 -10 21 -12 12 13 25 15 -17 -18 18 -20 -21 -22 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.001344750161781228 -0.0057660147410852521 0.0031561314636686893 0.0018368770426073614 -0.006186991566384639 -0.010314911627223462 0.010206449670981459 0.0010549233693303416 -0.0064711280500262102 -0.0014472206029768548 9.6796027998261641e-05 0.0060358933388263616 -0.0019392960675512173 -0.0030578017067656271 -0.0050000377787201193 -0.0024597143669925145 0.010686296178986615 0.0084139592839079843 0.0064873294107202781 -0.0047023067189428478 0.0063518831938620905 0.0038022157390116885 -0.00016282263718059374 0.011833394757593384 0.0063065167722588028 -0.0014163633029932354 -0.0019681522401795038 0.0067909016844166226 0.01191444281387978 -0.0018152946458844838 0.0074537911309962108
leaf_weight=638.03405171632767 93.610909447073936 255.07096955180168 84.17203414440155 41.77848693728447 11.745778337121012 52.741667836904526 47.094693332910538 18.697447881102562 8.8867954909801465 190.96936121582985 15.806847974658011 27.974031686782837 768.41806881129742 26.951271697878838 7.2094504535198238 21.711351945996284 49.782541409134865 69.623805418610573 7.8918126821517935 10.649465963244436 7.2113830000162116 22.565450295805931 21.242124855518341 22.04130682349205 640.47175170481205 7.0800918936729458 16.029477000236511 18.918144941329956 71.462515830993652 53.002999231219292
leaf_count=2771 435 1055 354 184 51 227 203 81 38 833 68 129 3557 124 33 99 204 301 34 49 31 98 92 97 2820 33 73 87 325 222
internal_value=4.70363e-05 0.00119841 0.000744611 0.00048446 -0.000241922 0.00377026 0.00528981 0.00155407 0.00835574 -0.000798611 -0.00232175 -0.00245502 -0.00212684 -0.00242106 0.00244391 0.00704643 0.00404915 0.00177844 0.00521276 -0.00291571 -0.00439121 0.00113375 0.00541458 -0.00145766 -0.00114359 0.000248155 0.00158693 0.00773022 -0.000118621 0.00408368
internal_weight=3328.85 2243.02 1938.17 1801 1066.75 127.68 108.723 734.247 61.6285 939.068 1085.82 1070.01 976.404 919.509 56.8948 28.9208 304.854 715.55 77.5156 779.068 18.9572 234.777 43.8076 704.292 662.513 140.442 113.49 25.9982 87.492 137.175
internal_count=14708 9696 8437 7861 4674 550 468 3187 265 4124 5012 4944 4509 4248 261 132 1259 3106 335 3606 82 1023 190 3101 2917 642 518 120 398 576
is_linear=0
shrinkage=0.0106442


Tree=53
num_leaves=31
num_cat=0
split_feature=47 54 86 30 29 79 3 51 144 4 86 97 85 99 93 132 35 2 8 34 138 3 150 8 46 37 122 56 80 99
split_gain=78.3857 24.6118 14.1207 10.2605 15.1126 10.4338 11.5932 14.0078 10.2613 10.7713 10.1275 9.78795 9.36136 11.3371 10.7435 10.3461 9.18781 9.05155 8.98908 8.84655 10.3066 8.34982 8.31163 8.2224 10.7424 10.3921 9.31505 8.20208 8.09208 8.34576
threshold=1.7150000000000001 1.4850000000000001 3.3279569892473124 0.13717583807716632 2.3875000000000006 3.2324586768169588 1569.5025934986058 1.2050000000000003 -0.00034999999999999994 1555.8316970297367 3.4428104575163405 3.5000000000000004 -0.20102564102564102 0.34523809523809529 22.050000000000004 1.0500000000000003 6.6550000000000011 173.28022344087029 2.6214285714285719 3.0150000000000001 5.5000000000000009 1396.8534848159654 0.54565303691941258 0.86190476190476206 2.4450000000000007 0.37898056138269759 1.179 1.5650000000000002 0.043836402184014855 0.53137254901960795
decision_type=2 2 2 2 2 2 2 2 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 28 11 8 7 -7 22 -10 12 -5 -2 15 17 -14 -3 18 21 20 -4 -15 -6 -16 25 -25 -26 -12 -1 -30
right_child=10 16 19 4 5 6 -8 -9 9 -11 27 -13 13 14 23 -17 -18 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.0054020073145956034 -0.0057169470603017705 0.0031207808492954557 0.0010277990239220237 -0.0056312966309610413 0.00099111680137001158 0.012896751542327032 -0.00080605191747462179 -0.0023456059592213505 0.0023536869841598277 -0.00014949291094272675 -0.00094951163538454489 0.0020646057991152863 -0.0019200117006096399 0 -0.0049558047406676351 0.006949576403723381 0.0083139882125323836 -0.0099562260592238449 0.007154529655546517 -0.0029291457322260608 0.0076405811466694184 -0.0032761730930552175 -0.0036215562747750106 -0.0025935397095162866 0.0070557333617016675 0.01176661466337983 -0.0018498262081563413 0.013273045482331066 0.0024414939403669673 -0.00094891235530353583
leaf_weight=38.457743287086487 93.410464748740196 255.21372872591019 48.766993269324303 59.979698747396469 87.69057297706604 28.699478879570961 16.390950918197632 7.5308768749237052 633.86632524430752 270.12504982948303 7.400331199169158 24.806248277425766 27.95435406267643 105.4746418595314 26.902650341391563 28.994970485568047 49.844545051455498 21.066411629319191 9.7972035109996778 16.288361817598343 72.234455496072769 641.89029833674431 84.507119104266167 6.6248817890882519 16.285686179995537 18.985507354140282 71.662337049841881 8.4314668178558332 99.812237024307251 449.33438822627068
leaf_count=171 435 1055 205 261 384 122 70 33 2753 1175 32 107 129 488 124 132 204 98 45 69 302 2975 368 31 74 87 326 36 438 1979
internal_value=4.65871e-05 0.00118556 0.000736663 0.000479234 0.00104164 0.00137372 0.00604829 0.00943886 0.00113541 0.0015941 -0.00229916 -0.00325592 -0.00243132 -0.00210599 -0.00239745 0.00241158 0.00400371 -0.00288766 -0.00267713 0.00403763 0.00506216 -0.00282006 -0.00121165 0.00024383 0.00156805 0.00764224 -8.14449e-05 0.00596218 -0.000664456 -0.000313569
internal_weight=3328.43 2243.55 1938.49 1801.2 1213.6 1128.81 52.6213 36.2304 1076.19 903.991 1084.88 84.7859 1069.05 975.639 918.69 56.9493 305.058 778.229 757.162 137.29 121.001 747.365 172.198 140.461 113.558 25.6104 87.948 15.8318 587.604 549.147
internal_count=14708 9696 8437 7861 5273 4905 225 155 4680 3928 5012 368 4944 4509 4248 261 1259 3606 3508 576 507 3463 752 642 518 118 400 68 2588 2417
is_linear=0
shrinkage=0.0106442


Tree=54
num_leaves=31
num_cat=0
split_feature=48 38 55 0 104 104 46 136 27 121 112 94 120 27 22 0 36 136 113 3 136 121 104 30 142 26 123 141 40 18
split_gain=57.3999 16.2779 19.4302 14.3245 14.2086 11.1904 10.8483 11.5091 12.0129 11.3612 12.9741 9.03441 11.1102 9.00219 8.90041 9.4292 8.8293 8.66677 9.91093 9.04462 9.12584 8.59996 8.53658 8.52863 8.19641 8.13779 8.03683 8.02452 7.95525 7.85781
threshold=1.905 0.20884544605901548 1.675 1472.7888287366252 0.85650000000000015 0.65550000000000008 3.8150000000000004 29.750000000000004 0.65738888888888891 1.3165000000000002 0.13650000000000004 19.050000000000004 2.1835000000000004 0.46316666666666667 0.36666666666666675 1728.1468780339128 4.4450000000000012 20.250000000000004 0.19100000000000003 1284.1197705996667 2.8500000000000001 1.4720000000000002 0.11500000000000002 0.13764791915968619 -0.60949999999999982 0.63050000000000017 2.0955000000000008 -0.13799999999999998 3.0950000000000002 2.5000000000000004
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 2 2
left_child=1 3 4 -1 5 11 9 8 13 10 16 25 24 14 15 -8 -2 19 -19 -4 -21 -9 -5 -7 -13 28 -6 -16 -3 -11
right_child=6 2 17 22 26 23 7 21 -10 29 -12 12 -14 -15 27 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011136238450866837 0 -0.00029831567034222011 0.0090795728951359785 0.0058991411475783637 0.0015340394931824398 -0.0061387416633099318 -0.0019611666490597043 0.00030227389165552549 -0.0065725500626330705 0.0053566449760875361 -0.0017709317556529743 -0.002814867277711948 0.010953393762967284 0.002712827360653057 -0.0012377387892121439 0.0076085833072845133 0.015245635190614708 0.0050383637953841758 -0.0019343029649947477 0.0077230179244238894 -0.0029453179099992533 -0.011331813985780462 -0.0018214621756933167 -0.0013095474485206541 0.0017368669692961816 -0.012024375472162573 0.012085179357364612 0.010200943611153371 -0.0035463183711534102 0.013764187447944876
leaf_weight=21.82398983836174 8.9079309850931185 528.72379392385483 6.9160146564245215 25.715976804494858 266.5443390160799 70.022532224655151 133.16154244542122 12.342653259634973 17.914706975221634 88.667984426021576 47.565189674496651 55.281520694494247 12.988340824842451 615.49873875081539 9.3792812228202838 12.481990933418272 10.290773525834082 36.869630992412567 59.794548660516739 8.6662898957729322 738.00915835797787 13.077451899647711 41.328261703252792 120.13242919743061 216.13970662653446 7.6417579352855673 8.8180966079235059 16.690399765968323 104.2956769913435 17.493685469031334
leaf_count=93 38 2342 32 111 1172 312 568 53 76 373 201 245 56 2620 40 52 43 169 276 40 3416 56 179 530 955 34 38 71 467 73
internal_value=6.65868e-05 -0.000846894 -0.00102773 0.00359478 -0.000244229 -0.000785549 0.00219783 0.00167301 0.00190525 0.00465782 0.00102932 -0.00028961 0.00127303 0.00211151 0 -0.00106897 0.00851352 -0.00229679 0.000616665 -0.00268443 -0.00280744 -0.00527016 0.000983408 -0.00314303 0.000771138 -0.000999693 0.00191003 0.00568309 -0.000850029 0.0068409
internal_weight=3333.18 2329.71 2240.84 88.8682 1390.59 1115.23 1003.47 830.547 805.127 172.926 66.7639 925.071 284.41 787.212 171.713 145.644 19.1987 850.256 96.6642 753.591 746.675 25.4201 67.0442 190.155 271.421 640.661 275.362 26.0697 633.019 106.162
internal_count=14731 10467 10084 383 6151 4941 4264 3536 3427 728 282 4099 1256 3351 731 620 81 3933 445 3488 3456 109 290 842 1200 2843 1210 111 2809 446
is_linear=0
shrinkage=0.0106442


Tree=55
num_leaves=31
num_cat=0
split_feature=45 86 50 30 86 49 127 143 0 111 48 86 108 2 50 15 29 127 144 29 36 84 102 80 79 143 144 90 143 10
split_gain=57.7317 31.1664 15.5335 12.6246 11.3856 11.2388 10.8765 13.1427 9.53609 13.5075 16.0047 11.162 10.9537 10.5207 10.1492 9.48544 9.53412 9.13774 8.85911 8.05209 8.00757 12.4322 9.14882 7.87068 11.0498 13.2787 10.3499 8.68149 8.75681 7.60977
threshold=1.0850000000000002 2.9205263157894739 1.6050000000000002 0.14672782874617732 3.7370689655172415 3.8250000000000006 1.5635000000000001 1.1915000000000002 1506.6099051775325 17.750000000000004 2.0850000000000004 2.89417693169093 5.5000000000000009 45.770318746667961 1.5050000000000001 0.22500000000000003 5.0500000000000007 2.5635000000000008 0.00015000000000000004 0.81666666666666676 1.635 0.034642857142857052 1.8995000000000002 0.086570052833251351 2.7351872518232079 -0.20699999999999999 0.0083500000000000015 -0.45791666666666658 -0.52849999999999986 0.59166666666666679
decision_type=2 2 2 2 2 2 2 2 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 23 19 7 -4 9 15 -11 12 20 -13 -15 -5 17 -17 -7 -2 22 -22 -10 24 25 -1 -27 -26 -29 -8
right_child=1 -3 6 8 -6 18 29 -9 11 10 -12 13 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.0016396549817030454 -0.012848316525818481 0.0029183618217513197 0.010116776375516822 0.015234129655987708 0.013284847474244207 -0.0026186318026472002 0.011649379732210856 -0.00072068338054494252 -0.003109117104118059 0.015778747145621295 -0.0010405186884690125 0.0078847205260126514 0.009682671476424768 0 0.012793197207684202 0.00060464300176979631 0.0056469021799098983 0.011846862737152396 -0.0071453774743641891 -0.001255138121042831 0.0017466254097003447 -0.0038322615236678101 0.0084201018185231322 -0.0034082194328876494 0.0057846619784880666 0.0077598940990630891 -0.0034505255394613544 0.0015629543872004363 -0.002194618118471256 0.00080417299993174117
leaf_weight=37.654909729957581 7.0361566096544257 174.84281492233276 57.000735938549042 6.9663279801607123 7.0615564137697211 241.07592761516571 8.5103957056999189 14.042079061269758 114.06022736430168 19.834708869457248 7.8153130263090125 48.31693609058857 13.858821421861647 67.519835844635963 7.8102226108312598 202.08683621883392 74.586241960525513 8.7352937906980497 67.435969546437263 1197.6575108319521 300.76398956775665 52.43032306432724 7.9508532732725135 79.512293934822083 21.711905941367149 59.324360609054565 9.6636050045490247 95.420019879937172 244.0551687926054 78.149324715137482
leaf_count=164 32 765 234 30 29 1141 35 58 496 85 33 204 59 287 32 871 319 37 322 5406 1289 225 34 353 94 258 42 414 1061 322
internal_value=6.59207e-05 -0.00131365 0.00148811 0.00114191 -0.000112374 -0.00180957 0.00468618 0.00782699 0.00189869 0.00340379 0.0106453 0.00109545 0.000349455 0.00396122 0.00130539 0.00268307 0.00233995 0.00112023 -0.00364212 -0.00133156 5.5183e-05 0.000888754 -0.00227182 -0.000304389 0.00020071 0.00322835 0.00603748 -0.00066417 -0.00110753 0.0019903
internal_weight=3332.89 1688.05 1644.84 1487.14 554.404 1513.21 157.703 71.0428 932.736 320.025 27.65 612.711 489.064 123.647 75.3301 292.375 285.408 210.822 308.512 1204.69 475.205 353.194 122.011 547.342 467.83 106.643 68.988 361.187 339.475 86.6597
internal_count=14731 7666 7065 6416 2415 6901 649 292 4001 1375 118 2626 2103 523 319 1257 1227 908 1463 5438 2044 1514 530 2386 2033 464 300 1569 1475 357
is_linear=0
shrinkage=0.0106442


Tree=56
num_leaves=31
num_cat=0
split_feature=47 86 79 28 47 79 144 1 131 144 145 145 27 0 93 149 149 132 143 23 30 41 99 85 134 2 123 116 47 5
split_gain=58.127 30.6872 15.6074 15.9842 11.1089 10.7489 10.4545 10.0866 10.0209 10.9451 10.0191 12.8789 10.4848 9.34055 9.70902 9.23979 9.17375 13.2474 9.07387 9.03794 9.12171 9.34941 10.3838 8.9776 8.24951 8.87961 8.08351 8.98713 11.172 10.7361
threshold=1.5550000000000004 2.9205263157894739 3.2324586768169588 5.8944444444444457 2.0650000000000004 2.526178411230692 0.00055000000000000003 1394.8951806204652 1.9500000000000002 0.014050000000000002 0.16455000000000003 0.50565000000000015 0.45050000000000007 1360.2059706821465 11.400000000000002 0.5124309890665032 0.57888813010597684 1.2930000000000004 0.66100000000000014 3.5500000000000003 0.17958733974358979 2.1950000000000007 0.58114035087719318 0.012183908045976952 0.18900000000000003 10.693736942029433 1.7945000000000002 1.0000000180025095e-35 1.3250000000000004 1484.3729053446461
decision_type=2 2 2 2 2 2 2 2 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 13 -1 -6 -3 9 -4 -5 12 -12 15 23 -2 24 -18 -13 26 21 -21 -23 -15 -9 -26 -7 28 -28 -29
right_child=1 7 8 10 6 19 -8 16 -10 -11 11 18 -14 14 -16 -17 17 -19 -20 20 -22 22 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.0020929662690292081 0.0099932127237590644 0.012544954989944341 0.0040821824701928033 -0.0054571914249723803 -0.0025999903881058534 0 -0.007538510901880245 0.0055043966891799075 0.010492380169560788 -0.0074992825069914448 0.00014181202051892107 0.0025605671360653835 0.0075273279531948515 -0.0023304525138417203 -0.00086172732411209042 0 0.0040753196579320422 -0.0077821952889052682 -0.0066912987847802929 -0.0012045651998545282 0.0055617651734235305 0.013421395725691359 0.0018247550640378397 -0.0076272172361954056 0.0040284781053427894 -0.0075584805144666362 0.0049060711296399322 0.018686931601022153 -0.00062045498730108528 0.00087674980929147565
leaf_weight=143.28119544684887 15.642529398202894 11.988717079162596 135.88427543640137 11.742783635854719 262.88625530898571 741.59394851326942 64.282977029681206 82.574083372950554 28.089722365140915 9.3278339058160764 30.44121889770031 51.110758110880852 115.59923374652863 290.26138073205948 769.3756807744503 26.582935750484467 19.522516712546349 22.086380586028099 15.565187543630598 79.213035568594933 89.768118754029274 11.794917047023771 46.598823726177216 44.435085237026215 16.616856664419178 13.178418457508085 69.726746410131454 8.3768539130687731 95.424539983272552 9.5506820082664472
leaf_count=633 71 52 571 50 1246 3196 308 362 117 39 128 218 488 1321 3471 120 85 97 67 344 382 50 197 203 73 58 295 36 412 41
internal_value=6.53706e-05 -0.00135992 0.00145169 0.00109744 -0.00185306 0.000633255 -0.00360239 0.00295494 0.00449782 0.00326598 0.00372945 0.00428591 0.00605971 -0.00134462 -0.00153915 0.00349324 0.00214012 -0.00196659 0.000243397 0.000981426 0.00289249 0.00107494 0.00434684 -0.00306501 0.00375416 -0.00074427 0.000500152 0.00250319 0.00164931 0.00978404
internal_weight=3332.52 1639.43 1693.09 1519.79 1473.47 1295.33 327.169 165.967 173.302 145.212 224.459 212.716 146.04 1146.3 1104.07 42.2255 153.978 41.6089 66.6759 1152.05 227.375 137.607 58.3937 334.696 112.369 29.7953 924.673 183.079 165.151 17.9275
internal_count=14731 7467 7264 6537 6740 5586 1554 727 727 610 951 901 616 5186 4995 191 675 182 285 4953 973 591 247 1524 493 131 3980 784 707 77
is_linear=0
shrinkage=0.0106442


Tree=57
num_leaves=31
num_cat=0
split_feature=51 54 49 86 122 131 35 137 46 39 89 86 104 134 151 111 110 100 5 46 132 45 56 102 24 8 111 120 4 4
split_gain=77.1039 24.7272 23.8579 16.3534 11.8966 13.7439 11.1387 10.8408 10.7496 10.4483 10.3994 9.66146 10.7874 11.4774 10.073 9.90508 12.1509 9.60492 9.54058 14.3965 11.3149 13.8349 11.2554 9.48881 9.4126 9.33978 11.4274 9.06028 8.75514 8.84374
threshold=1.1850000000000003 1.4950000000000003 3.6750000000000003 2.9205263157894739 1.3550000000000002 2.1835000000000004 3.0450000000000004 3.3500000000000001 3.5950000000000002 0.42976513239726083 0.27000000000000007 2.89417693169093 0.83750000000000002 -0.027 0.76600000000000013 3.9500000000000006 5.9500000000000011 1.3650000000000002 1512.033873499561 4.0650000000000004 1.5855000000000004 1.0750000000000004 1.9550000000000003 1.8335000000000001 0.61250000000000016 1.0333333333333337 1.1500000000000001 2.7320000000000007 1527.3841487322798 1573.6975065269621
decision_type=2 2 2 2 2 2 2 2 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 27 5 6 -1 28 11 10 -5 12 14 -14 -9 -13 -17 25 19 -10 22 -22 -20 -21 -7 -8 -27 -2 -6 -30
right_child=2 -3 -4 9 7 24 17 8 18 -11 -12 15 13 -15 -16 16 -18 -19 20 23 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0030139526201723357 -0.0014316808508115458 0.0045376105977617725 -0.0038545473901948867 0.0073522651160523112 0.0098160945433635929 0.0021725228448595192 7.4071942503928082e-05 0.011260104321861574 -0.001490880816896752 -0.0038795575385089207 0.0012183010841022421 0.011318702670616363 0.011359352642841672 0.0012277726422379985 0.00017080492669176904 -0.0069437988754278528 0.0068184504785879264 -0.0023601207629395729 0.0027014805823448495 0.0049360780779099901 -0.0058147169721744088 0.0089745502136567828 -0.0036240588334546563 -0.0039682153725565418 0.014715419122461881 0.012919376706360725 0.0022463925833948288 0.0096567150296736435 -0.0051845469458585824 0.0071016806126374243
leaf_weight=163.66893266141415 1146.7464067488909 283.71781532466412 398.91733929514885 47.663657307624817 34.236520871520042 27.777338102459908 129.25937519967556 9.8994802832603437 82.991966679692268 26.946623235940933 107.91883201897144 29.915704935789108 26.129614606499672 29.732025906443596 189.56715226173401 9.9958304166793805 23.237953096628189 90.900150179862976 97.867769733071327 129.84320913255215 73.664421334862709 7.4246375858783713 46.542939618229866 13.81850256025791 10.35106612741947 16.448938563466072 48.631552398204803 8.1766656488180143 11.841695711016657 14.192513838410376
leaf_count=725 5180 1168 1884 205 147 119 560 43 359 118 472 126 113 129 823 42 98 393 419 555 316 32 200 59 44 71 210 36 51 61
internal_value=-5.37851e-06 0.00167586 -0.00156222 -0.000870654 0.00105184 -0.000250204 -0.000791944 0.00182766 0.00146977 0.00206746 0.00316492 0.00297284 0.00199212 0.00615471 0.000773767 0.00677194 0.00236342 0.000446246 0.000387864 0.00194731 -0.00113303 -0.00433119 0.00059013 0.00400656 0.00585285 0.00181288 0.00510519 -0.00134409 0.00622965 0.00111025
internal_weight=3338.03 1601.66 1736.37 1337.45 1317.94 487.037 448.909 830.902 770.631 182.529 155.582 318.478 255.328 55.8616 199.467 63.1495 33.2338 285.24 452.153 226.654 225.5 81.0891 144.411 143.662 38.1284 194.34 65.0805 1154.92 60.2707 26.0342
internal_count=14758 6863 7895 6011 5695 2122 1959 3573 3314 795 677 1374 1108 242 866 266 140 1234 1940 973 967 348 619 614 163 841 281 5216 259 112
is_linear=0
shrinkage=0.0106442


Tree=58
num_leaves=31
num_cat=0
split_feature=47 50 47 30 148 145 150 99 118 80 50 28 29 108 5 112 55 47 110 55 98 137 103 29 3 79 41 103 4 135
split_gain=77.5204 24.3362 20.2295 16.0996 13.4372 11.0909 9.9962 9.91815 12.0892 14.7152 9.8308 9.62216 9.5861 9.48691 9.25437 14.7369 8.43005 14.1431 8.36597 8.54974 7.96967 8.94131 10.186 9.12282 8.60249 7.81411 12.92 15.1187 7.7601 7.75694
threshold=1.6050000000000002 1.5050000000000001 2.0050000000000003 0.13596116504854369 0.25408003032272042 0.23175000000000004 0.60942003008724055 0.6858552631578948 1.1000000000000003 0.045188210227272707 1.3650000000000004 3.0500000000000003 5.6833333333333345 2.5000000000000004 1515.1481659527478 0.13650000000000004 2.0050000000000003 2.2750000000000004 3.3500000000000001 1.8150000000000002 0.58578431372549034 7.9500000000000011 1.3685000000000003 3.4722222222222228 1557.1137020829353 2.5062937217256986 1.6950000000000001 1.0155000000000001 1509.5501274126998 0.50550000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 29 18 7 -7 -5 9 -9 12 -8 -10 16 15 -13 17 25 -3 20 21 22 -20 -23 -22 26 -4 -28 -6 -1
right_child=2 4 13 5 28 6 11 8 10 -11 -12 14 -14 -15 -16 -17 -18 -19 19 -21 24 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0010830606916481507 -0.0010462549667422793 0.0092350090085887241 -0.0092821507947384446 0.0043026132528587828 -0.0020519098064103328 0 -0.00059160734359050746 -0.0061982599049048865 -0.0027217916769047565 0.0093517827838174358 0.0038463506006995319 0.001014008033563571 0.0055785887287105292 -0.008154259350122357 3.4232711519927463e-05 0.012149417391207102 -0.0058425982068072493 0.0027514160164273647 0.018094786743149859 -0.0040080658682560165 -3.4170190301465429e-05 -0.0045319351481998569 0.0035426374492208705 0.0093510246520739637 0.0068826325763984382 -0.0047451969855952054 -0.00062727961539651533 0.013113691556752537 0.0045245888462961117 0.0040834654497177506
leaf_weight=459.31091438233852 1011.2865351140499 60.956931442022324 14.431403592228888 251.32037661969662 48.387863263487816 511.8048202842474 44.730013072490692 7.7474624514579764 115.87630768120289 34.877867132425308 53.649910867214203 25.417796552181244 17.601760566234589 53.655518025159836 29.806789994239807 35.115905195474625 102.46803724765778 51.858967587351799 16.587644472718242 11.708393692970274 45.259474456310272 9.240176275372507 11.186038643121718 11.170277580618857 33.147786438465118 146.36910511553288 42.346456795930862 11.162850961089132 34.188948974013329 34.821677818894386
leaf_count=2013 4578 250 69 1076 200 2220 190 33 501 150 228 109 76 254 127 149 494 245 68 48 187 38 46 46 136 685 198 52 141 151
internal_value=-5.00764e-06 0.0013995 -0.00187763 0.000889709 0.00429636 0.00159444 0.000662913 0.00282521 0.00116346 0.00627929 0 0.00323877 -0.00154861 -0.00384374 0.00525143 0.00764705 -0.00318787 -0.00212646 0.00579883 0.00420843 0.00505126 0.00856813 0.0126116 0.00255189 0.00275619 -0.00335577 -0.000207995 0.00204321 0.000543869 -0.00069774
internal_weight=3337.49 1903.92 1433.58 1622.08 281.834 1127.95 646.875 481.074 229.753 42.6253 187.128 135.071 133.478 422.292 90.3405 60.5337 368.637 266.169 199.257 138.3 126.591 48.1841 27.7737 20.4105 78.4073 214.31 67.9407 53.5093 82.5768 494.133
internal_count=14758 8183 6575 7023 1160 4859 2795 2064 988 183 805 575 577 1997 385 258 1743 1249 819 569 521 198 114 84 323 1004 319 250 341 2164
is_linear=0
shrinkage=0.0106442


Tree=59
num_leaves=31
num_cat=0
split_feature=51 54 49 122 131 98 48 145 137 40 84 120 16 29 134 132 136 94 120 141 137 49 136 9 19 131 110 147 41 5
split_gain=74.0489 23.6843 22.9612 11.5186 13.4364 11.8665 10.7944 18.9555 10.5736 12.4174 10.6342 10.1926 9.78418 9.17627 7.8823 9.06478 7.68405 7.49715 11.1084 8.66219 8.57347 9.32221 7.99742 7.96823 10.9049 13.3196 7.49363 7.24849 7.21276 7.16893
threshold=1.1850000000000003 1.4950000000000003 3.6750000000000003 1.3550000000000002 2.1835000000000004 0.73798627002288331 1.6650000000000003 0.17305000000000001 3.3500000000000001 1.635 0.028630952380952354 1.1835000000000002 1.5000000000000002 4.6833333333333345 0.49450000000000005 2.3165000000000004 4.0500000000000007 17.550000000000004 0.68350000000000011 -1.4049999999999996 19.950000000000003 3.5150000000000001 13.15 1.8916666666666668 3.5000000000000004 0.81650000000000011 10.550000000000002 0.4524781174811251 1.9450000000000001 1532.1830831219113
decision_type=2 2 2 2 2 2 2 2 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 17 4 6 -6 7 11 13 -10 12 -1 28 -5 15 -8 -12 20 22 -20 -2 -22 -19 24 25 -21 -16 -7 -11 -4
right_child=2 -3 29 8 5 27 14 -9 9 10 16 -13 -14 -15 26 -17 -18 18 19 23 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0 -0.0019737096550043443 0.004440352492195653 -0.0040516877165378403 0.0014017427106499214 0.01117255727411629 0.0053405444590192376 0.0015055874287632704 -0.0042473685258863116 0.0032254525886032301 0.012835608953204621 0.003830572511096073 0.017479908862445933 -0.0023098755382455144 0.010198529837700443 -0.01178306622444353 -0.0073716003624679756 -0.0052434516759303296 0.0027211984245192845 -0.0075828392493079468 -0.0019309173462659093 0.00020791004786063793 0.012268005175752125 0.01726667589234325 -0.0028041825477259212 -0.0022336690582844486 0.003027396670652209 0 -0.008475410303127786 0.0015684751874476424 0.0038586590746739705
leaf_weight=10.004365250468256 676.86062233150005 284.0973831564188 385.65090449154377 29.075626835227013 20.979433849453926 9.5589307248592394 247.24093063175678 146.85928861796856 281.68839360773563 6.8735000789165488 11.695533558726309 6.8759911358356467 77.989445239305496 31.310532435774803 11.025666117668154 13.453405186533926 55.490505635738373 18.918646320700649 17.573397800326347 81.431041419506073 100.29228958487511 8.0217689275741559 6.7049788534641257 92.60992169380188 107.26497566699982 226.99169926345348 13.358015194535254 7.6460270285606375 337.39142502844334 12.073142021894453
leaf_count=44 3054 1168 1828 125 89 41 1070 651 1210 30 50 30 335 134 48 58 240 86 79 366 451 37 30 414 480 1014 58 33 1449 56
internal_value=-4.90169e-06 0.00164145 -0.00153221 0.00103042 -0.000250763 0.00577829 -0.00078708 -0.0029736 0.0017934 0.00143967 0.000390463 0.00748659 0.00103556 0.00613668 0.000431983 0.00100722 -0.0035077 -0.000853992 7.92041e-05 -0.000234988 -0.00152282 0.00119796 0.00693683 0 0.000648029 0.00168426 -0.00528779 -0.00018953 0.00182391 -0.00378518
internal_weight=3337.01 1602.61 1734.39 1318.52 487.002 38.1844 448.818 163.74 831.515 771.129 489.44 16.8804 422.254 60.3862 285.078 260.694 67.186 1336.67 551.495 525.871 785.175 108.314 25.6236 508.298 415.688 308.423 24.3837 17.205 344.265 397.724
internal_count=14758 6863 7895 5695 2122 163 1959 725 3573 3314 2104 74 1814 259 1234 1128 290 6011 2469 2353 3542 488 116 2274 1860 1380 106 74 1479 1884
is_linear=0
shrinkage=0.0106442


Tree=60
num_leaves=31
num_cat=0
split_feature=51 50 86 89 86 150 49 145 142 141 23 122 120 144 112 8 36 30 30 108 90 8 53 137 121 106 52 1 37 80
split_gain=58.1681 28.7262 19.0515 18.2806 15.6707 11.8455 11.7454 11.2416 11.0677 10.6415 14.014 12.793 10.3327 11.7671 14.6357 10.2152 9.69998 9.27995 11.5926 8.38703 10.1673 9.67405 8.19363 11.1448 9.3554 7.74029 8.59389 8.26707 7.49088 7.40854
threshold=1.2450000000000003 1.5050000000000001 2.7703296703296707 1.0000000180025095e-35 2.2649122807017545 0.59762342436974802 3.7950000000000004 0.24245000000000003 0.32850000000000007 0.59750000000000003 4.2678571428571432 1.1940000000000002 1.5280000000000002 -0.00054999999999999982 0.68150000000000011 2.7928571428571431 1.9750000000000003 0.1867399267399267 0.22110323886639674 1.5000000000000002 -0.081249999999999933 1.3095238095238098 2.1450000000000005 6.0500000000000007 0.95000000000000007 0.8590000000000001 4.2550000000000008 1514.5957670745618 0.10983378798234157 0.049926622243376156
decision_type=2 2 2 2 2 2 2 2 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 19 15 8 -1 11 -11 -10 17 -14 -15 -2 22 -9 -19 20 -6 -21 24 -24 -4 28 27 -27 -3 -18
right_child=6 25 16 4 5 -7 -8 12 9 10 -12 -13 13 14 -16 -17 29 18 -20 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00039070266591393937 -0.0014038144995644122 -0.0040977293300403887 -0.0051571730698288815 -0.0061579789073238963 -0.001350487908268666 -0.0081023881786983706 -0.0036549660870934344 -0.0022666050502400921 0 -0.0013288109166696119 0.014446954835450419 0.0072221430055932501 -0.008749538534616132 0.0030060308727002036 -0.0033914952425583918 0.0080506679911297261 0.0012210903520734505 0.0078685398730233679 -0.001951569354975877 0.0022105115426358825 0.0049295536281086291 -0.0051392826926777773 0.0018564873641896597 -0.0098766608278560118 0.0030524688396642561 -0.0051902216837296997 0.010135051033588352 0.0031916878135174946 0.0054578667290515314 0.0049307762131383139
leaf_weight=310.80619297921658 810.61576020717621 8.4409231096506101 18.1133983284235 88.302517473697662 52.162019833922386 22.497339680790901 330.47840425372124 313.232705950737 40.220666483044624 64.759130164980888 7.0615416765213004 103.70430059731007 12.509646683931349 204.3482694029808 49.150141835212708 12.855103522539137 104.23232550919056 24.795294851064682 27.570164695382118 29.527528882026672 61.143957331776619 55.770329102873802 15.458881452679632 18.860428303480148 94.573162615299225 26.729449361562729 9.2762036174535734 25.432395532727242 218.84292048215866 183.64241176843643
leaf_count=1349 3710 35 78 391 229 98 1575 1378 176 280 30 448 55 887 212 58 443 108 120 129 268 243 67 82 404 111 38 105 898 788
internal_value=-5.90925e-06 0.00100955 0.000528434 -4.43937e-05 -0.00234942 -0.000780921 -0.0019432 0.000562339 0.00171457 0.00357311 7.61997e-05 0.00524522 -0.000381628 0.00119224 0.00172424 -0.00124348 0.00248564 -0.00155547 0.00249793 0 0.00194584 -0.002472 0.000185002 -0.00428582 0.00163973 0.00414337 0.000593367 -0.000902327 0.00505682 0.00362404
internal_weight=3345.11 2191.16 1902.44 1467.56 309.404 221.101 1153.95 1158.16 526.552 215.746 71.8207 143.925 631.606 266.008 253.498 823.471 434.881 365.598 52.3655 198.604 113.306 85.2979 147.006 34.3193 112.687 288.722 61.438 52.1618 227.284 287.875
internal_count=14793 9450 8263 6401 1358 967 5343 5043 2283 934 310 624 2760 1154 1099 3768 1862 1606 228 869 497 372 631 149 482 1187 254 216 933 1231
is_linear=0
shrinkage=0.0106442


Tree=61
num_leaves=31
num_cat=0
split_feature=45 50 86 89 86 136 44 44 8 40 0 148 36 150 143 120 122 119 99 40 49 30 12 26 96 114 5 86 44 18
split_gain=57.2487 27.8398 19.6159 19.3309 14.1256 12.6605 15.7702 13.2523 11.5033 10.8596 12.3678 10.7853 10.3957 10.0713 9.81523 10.9716 14.7761 13.5823 9.71586 9.26514 9.20716 9.72997 13.2722 9.20283 9.07021 11.7815 9.0385 9.00878 8.98142 8.93795
threshold=1.135 1.5050000000000001 2.7703296703296707 1.0000000180025095e-35 2.1827458256029688 9.4000000000000021 8.3750000000000018 9.0900000000000016 1.7238095238095241 1.635 1410.1505625103214 0.2704396221841926 5.2750000000000012 0.54565303691941258 0.66100000000000014 1.1340000000000001 0.89750000000000008 1.9000000000000001 0.75595238095238104 2.6050000000000004 3.6350000000000002 0.11152570480928686 0.45000000000000007 0.5481666666666668 3.5000000000000004 2.4500000000000006 1533.6197223909492 2.6099033816425128 8.2650000000000023 4.5000000000000009
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 2 2 2
left_child=1 2 3 8 19 27 14 23 -1 11 -11 18 24 -6 20 16 -16 -18 -10 -5 21 22 -7 -8 -4 -26 29 -2 -29 -23
right_child=5 -3 12 4 13 6 7 -9 9 10 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 26 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00018287913061752523 -0.0032558677469242381 0.0040967333257190446 0.00023515381043654702 -0.008588115901925087 0.00030774192910986098 -0.0085515968169844643 0.01167197154717961 -0.0036388751115074558 0.0092786793820108585 0.011740420499402375 0.00042439221466014139 -0.0020175674092734264 0.0068360810202398011 -0.0041725467242568143 -0.0031719698903748391 -0.0016728760102467032 0.016506112807089815 0.0012990842831510298 0.0015129104775214368 0 -0.0045691421462831288 0.00040467395264994806 0.0060256709262369763 -0.00074119947681182386 0.0042426584285077092 -0.0066095153934460117 -0.0095714529158352941 0.00080419807012343495 -0.0074395846785459008 0.0090221068039377152
leaf_weight=720.93444173038006 627.16693545877934 288.89884965121746 206.58931671082973 56.100342556834221 170.51493135094643 30.885266333818436 27.571198955178261 11.893127471208571 56.182321757078171 11.572775095701216 267.27518406510353 18.301417171955109 56.000507056713104 82.634663119912148 12.884994342923163 43.284678786993027 16.533698245882992 13.857101857662199 32.31678082048893 16.599513083696365 108.11597162485123 104.78622318804264 8.3138221204280836 6.9291224330663672 176.18772479891777 11.392714962363241 8.5516721904277784 119.03366002440453 17.051132991909981 16.280006393790245
leaf_count=3147 2931 1187 891 250 750 141 123 53 240 50 1157 80 236 361 60 199 76 64 139 74 512 476 38 31 753 49 39 536 76 74
internal_value=-5.81412e-06 0.0010146 0.000536056 -6.59207e-05 -0.00235119 -0.00190357 -0.000364887 0.00544068 0.000597527 0.00208363 0.000931659 0.0049931 0.00247484 -0.00111329 -0.00113473 0.00193085 0.00577778 0.00991751 0.00656145 -0.00651735 -0.00213082 -0.000507086 -0.0051922 0.00887476 0.00182861 0.00352761 0.000828838 -0.00271614 -0.000151628 0.00165014
internal_weight=3344.64 2171.5 1882.6 1432.43 325.849 1173.14 409.887 46.3934 1106.58 385.648 278.848 106.801 450.17 253.15 363.493 86.5605 43.2758 30.3908 88.4991 72.6999 276.933 168.817 39.1991 34.5003 394.17 187.58 129.618 763.252 136.085 121.066
internal_count=14793 9364 8177 6248 1435 5429 1886 207 4813 1666 1207 459 1929 1111 1679 399 200 140 379 324 1280 768 179 154 1693 802 589 3543 612 550
is_linear=0
shrinkage=0.0106442


Tree=62
num_leaves=31
num_cat=0
split_feature=45 50 93 130 7 123 49 120 132 124 132 104 141 125 27 7 106 149 90 53 54 79 2 21 29 22 147 27 145 125
split_gain=56.0724 27.2218 12.9963 11.8947 11.8406 11.9655 11.8184 9.88732 11.6372 10.5247 9.39437 9.18917 8.49477 8.41627 8.31111 7.80734 7.55825 9.15645 10.7217 8.18959 7.55019 14.7197 9.30293 7.52215 7.19329 8.08575 11.3628 7.85034 7.7417 7.19303
threshold=1.135 1.5050000000000001 22.050000000000004 0.81650000000000011 61.645116400403261 1.8480000000000003 3.7950000000000004 1.6460000000000001 0.64600000000000013 0.45000000000000007 0.95000000000000007 0.77050000000000007 -1.4749999999999999 1.7085000000000001 0.57414285714285718 -31.655839391973696 0.8590000000000001 0.57888813010597684 -0.28791666666666654 1.6250000000000002 1.2650000000000003 3.0235563623789772 173.28022344087029 0.30785714285714288 3.1339285714285716 0.41428571428571431 0.43682066489192423 0.42950000000000005 0.21995000000000003 1.5500000000000003
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 2 2
left_child=1 2 4 -4 5 7 20 8 9 -1 13 -10 -5 23 -12 -16 17 29 -19 -18 22 -22 -2 -7 27 -26 28 -8 -27 -3
right_child=6 16 3 12 -6 10 24 -9 11 -11 14 -13 -14 -15 15 -17 19 18 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0017217773995686304 -0.001270374356878573 0.0052886075091560375 0.013387875755025216 0.010651400512132351 0.011617162403032498 3.1489801311232296e-05 -0.00053949275331940103 0.00089089991562720178 -0.00018330297605618736 -0.0075189094841582272 0.00017821095266394531 -0.0033791094274318806 0.0015250779986918563 0 0.014278446110909561 0 0.0088698426214170352 -0.00071758302059527184 0.0085008174928513976 -0.0011103654476273136 0.0043368804437337082 -0.010144583385160647 -0.0079723302646333861 0.013362982348793908 -0.0037513452494320363 -0.0038186912694056436 -0.003793652379092077 -0.0087169435775769719 0.0083964707432975048 0
leaf_weight=16.378775477409363 752.49467627704144 60.285699799656868 10.610227197408674 12.348083361983297 9.9180895388126356 8.2864500880241412 21.275731533765793 391.86256381869316 605.89736740291119 55.596157908439636 158.09037871658802 124.75293517112732 433.81555837392807 16.159105405211449 9.8419557958841342 8.1214375644922239 11.236936792731283 14.369940444827078 96.24065600335598 50.246478885412216 56.698693111538887 8.9420458823442441 24.965195268392563 21.107171550393105 192.39303490519524 6.5165541172027615 30.584389805793762 55.013593032956123 23.390037998557091 56.704269140958786
leaf_count=72 3448 247 46 53 42 36 103 1696 2660 246 682 546 1860 70 42 35 46 59 394 208 253 40 115 91 918 31 145 265 111 233
internal_value=-5.64972e-06 0.00100381 0.000530449 0.00209329 2.24885e-05 -5.13093e-05 -0.00188483 -0.000479978 -0.00116235 -0.0052703 0.00221192 -0.000743323 0.00180118 0.006565 0.001026 0.00790301 0.00405052 0.00495193 0.00720835 0.000542999 -0.0011983 0.00220427 -0.00149908 0.00996162 -0.00361134 -0.0026761 0.000570293 -0.00657393 0.00538398 0.00272886
internal_weight=3344.14 2171.87 1882.79 456.774 1426.01 1416.09 1172.27 1194.49 802.625 71.9749 221.606 730.65 446.164 45.5527 176.054 17.9634 289.084 227.601 110.611 61.4834 843.101 65.6407 777.46 29.3936 329.173 252.884 60.491 76.2893 29.9066 116.99
internal_count=14793 9364 8177 1959 6218 6176 5429 5220 3524 318 956 3206 1913 197 759 77 1187 933 453 254 3856 293 3563 127 1573 1205 287 368 142 480
is_linear=0
shrinkage=0.0106442


Tree=63
num_leaves=31
num_cat=0
split_feature=47 54 86 93 148 148 130 104 131 95 141 89 104 7 122 149 7 149 5 100 47 122 86 117 8 105 23 141 28 34
split_gain=59.3769 26.2141 15.7043 12.9174 13.7346 11.723 11.4622 10.0274 9.96387 9.80013 13.2261 11.6114 11.4132 10.0897 9.35229 9.03878 8.91818 8.87742 8.78159 9.16514 8.55492 9.72631 12.9006 9.61267 8.37125 14.6859 12.5054 8.26251 8.23761 10.3264
threshold=1.7250000000000003 1.4950000000000003 2.6461100569259965 22.050000000000004 0.2645079041305457 0.26796584848230992 0.78900000000000015 1.4675000000000002 0.95000000000000007 7.4999999999999991 0.053500000000000013 1.0000000180025095e-35 0.57150000000000001 25.594458676925345 0.46450000000000008 0.53851874003189804 15.455456780978468 0.62839366515837114 1485.834354891839 1.1000000000000003 1.0950000000000004 1.7820000000000003 3.0094339622641515 0.55000000000000016 1.591666666666667 0.42250000000000004 1.4500000000000002 -0.27149999999999996 5.6125000000000007 1.8350000000000002
decision_type=2 2 2 2 2 2 2 2 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 14 -4 -5 18 -7 11 -11 12 15 -12 -1 -2 -17 -16 19 -8 -3 -22 23 -23 26 -26 -20 -10 -6 -30
right_child=2 20 5 6 28 8 7 -9 27 10 13 -13 -14 -15 17 16 -18 -19 24 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.011523535056311212 -0.0019508120242000503 0.0091037516747670445 -0.00084174127666654809 0.015167295248211626 -0.0021951930145456991 -0.0012478179150650914 -0.0093633107899417645 -0.0035672180861234296 0.0012667078403541857 -0.0033870572878196997 0.0070493552473031695 -0.0051379176788985768 -0.0043591315082739911 -0.0033390262288343167 0.00074073647111261331 0.0037160713256714968 -0.0057255070516477992 -0.0047954267067075 0.013088306135891429 0.0020690436072934625 0.00073084519204491246 0.0016775227959036746 0.011777293058882881 0.0093324110233497133 -0.003090269796913589 0.0029105011927234533 0.0034038633762938876 0.013036791296645218 -0.00037849112078874327 0.011168846691034198
leaf_weight=9.0089310556650144 306.84328725934029 34.896386981010437 116.67843455076218 7.6519629061222068 350.35341472923756 15.119244456291197 14.510762244462969 34.782570138573647 13.43593519926071 50.172633677721024 38.983695924282074 219.32821404933929 188.18719488382339 12.99587272107601 1070.9557518959045 66.18228967487812 12.962798565626143 33.440259620547295 17.809009522199631 15.130441367626188 109.08594739437103 92.60897895693779 27.573701918125153 25.166466921567917 61.869869336485863 171.29428952932358 166.1266056895256 20.019247487187386 27.532495677471161 11.895299509167669
leaf_count=39 1439 142 526 33 1549 68 63 149 60 234 180 1044 876 60 4655 306 60 146 77 65 450 380 112 103 265 736 716 89 120 52
internal_value=1.94758e-05 0.00098995 -0.00205783 0.000549059 5.29546e-05 0.00091033 0.00205209 0.00182188 0.00533491 -0.00261718 0.000396407 -0.00301836 -0.00219044 0.00425021 0.000661709 -0.00110592 0.00203711 0.000563605 0.00226496 -0.00317365 0.00398969 0.00324705 0.0050633 0.00340232 0.00267661 0.0012732 0.00439857 0.00862344 -0.00165903 0.0028392
internal_weight=3342.6 2281.69 1060.91 1992.36 1503.19 165.253 489.176 481.524 48.5744 895.656 102.152 793.504 574.176 51.9796 1113.4 385.988 79.1451 1104.4 446.741 29.6412 289.331 254.435 145.349 117.775 417.1 233.164 183.936 33.4552 389.781 39.4278
internal_count=14794 9852 4942 8665 6561 743 2104 2071 217 4199 474 3725 2681 240 4840 1805 366 4801 1922 128 1187 1045 595 483 1794 1001 793 149 1721 172
is_linear=0
shrinkage=0.0106442


Tree=64
num_leaves=31
num_cat=0
split_feature=47 54 86 93 148 148 130 131 95 141 89 21 7 147 110 42 56 137 142 123 21 24 137 28 5 100 28 80 3 130
split_gain=58.1718 25.6621 15.395 12.6376 13.448 11.4569 11.1955 9.73362 9.60662 12.9324 11.4079 10.1971 9.85604 9.12951 12.0717 10.3386 10.2198 10.0206 9.70734 9.55858 9.25688 10.6669 10.6644 9.73316 9.04586 11.1543 13.3797 10.5767 10.1689 8.79358
threshold=1.7250000000000003 1.4950000000000003 2.6461100569259965 22.050000000000004 0.2645079041305457 0.26796584848230992 0.81650000000000011 0.95000000000000007 7.4999999999999991 0.053500000000000013 1.0000000180025095e-35 0.33166666666666672 25.594458676925345 0.45136847331266761 5.4500000000000011 3.6850000000000005 2.2850000000000006 4.0500000000000007 -0.9474999999999999 0.83750000000000002 0.53571428571428581 0.36666666666666675 4.1500000000000012 6.4722222222222232 1485.834354891839 1.7100000000000002 4.0500000000000007 0.069118206561503109 1466.1226716982853 1.7070000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 13 -4 -5 -7 10 -10 11 -2 -11 14 15 18 19 -17 -1 -16 21 -15 -22 -23 -8 26 28 -28 -26 -27
right_child=2 -3 5 6 -6 7 24 -9 9 12 -12 -13 -14 20 16 17 -18 -19 -20 -21 22 23 -24 -25 25 29 27 -29 -30 -31
leaf_value=0.010612202907205671 -0.0011945342617860494 0.0039467464411674785 -0.00083301628523906003 0.012511200455366925 -0.0016422248443580423 -0.0012350471218731216 -0.0038922112694907652 0.0085127475227085234 -0.0033553056724746578 0.0069564383670072116 -0.0050937210505423453 -0.0043392699980702373 -0.0033075318102237005 -0.0050153314354532781 0.0082801932243717832 0.0097279488824084 0.011419765330261362 -0.0014555424316168614 0.0035658773671109756 -0.00056243371593684061 -0.0055870327792532501 -0.00058415434940284935 0.005305816279679073 0.0071894361690997555 0.016356208506128032 0.004266853479258809 0.0042856681051668183 -0.0012356078639472279 0.0053893948121078268 -0.00067257017301513547
leaf_weight=29.125670865178108 399.24033235013485 289.47831690311432 116.64572964608669 11.600365772843359 389.58074434101582 15.113020375370978 28.899237275123596 33.541908159852028 50.108663320541382 39.083367705345154 218.87882988154888 174.46185784041882 12.98005625605583 60.704001843929291 14.510621249675749 10.537489935755728 8.9399730712175351 65.198646485805511 142.31295149028301 289.21162559092045 11.509219795465468 405.34440438449383 57.18765515089035 19.024287983775139 14.411616608500479 52.67510224878788 100.83602073788643 60.484331354498863 46.276941314339638 174.2534516453743
leaf_count=126 1865 1187 526 50 1721 68 125 149 234 180 1044 816 60 265 63 46 38 284 620 1262 50 1757 247 82 62 226 433 262 199 747
internal_value=1.93184e-05 0.000979517 -0.00203792 0.000543188 5.23108e-05 0.000899668 0.00202936 0.00526927 -0.00259235 0.000389874 -0.00299002 -0.00216913 0.00419597 0.000654544 0.00161606 0.0033768 0.00019056 0 0.00482418 -0.000105422 -0.000298564 -0.000833814 0.00332813 -0.000210942 0.00175293 0.0021397 0.00384233 0.00215052 0.00816656 0.000427742
internal_weight=3342.16 2282.1 1060.05 1992.62 1503.19 165.301 489.437 48.6549 894.753 102.172 792.581 573.702 52.0634 1113.61 559.837 247.175 312.662 75.7361 171.439 303.722 553.77 485.073 68.6969 424.369 477.837 448.937 222.009 161.32 60.6886 226.929
internal_count=14794 9852 4942 8665 6561 743 2104 217 4199 474 3725 2681 240 4840 2439 1076 1363 330 746 1325 2401 2104 297 1839 2054 1929 956 695 261 973
is_linear=0
shrinkage=0.0106442


Tree=65
num_leaves=31
num_cat=0
split_feature=51 50 93 86 86 36 130 138 23 29 89 8 41 85 99 5 8 130 5 13 100 86 148 14 135 125 5 34 30 15
split_gain=53.1111 22.7039 15.098 13.669 12.3177 11.1656 10.9205 10.4517 10.1394 12.9869 10.0002 9.86323 9.16874 8.67918 8.6181 8.46929 13.1161 10.7027 8.7745 9.77263 8.37704 8.08707 10.5293 15.5381 8.68416 10.0504 10.12 8.01419 8.6269 7.87269
threshold=1.2550000000000001 1.4750000000000003 22.050000000000004 3.4428104575163405 2.7409677419354845 6.1250000000000009 0.81650000000000011 6.5000000000000009 2.9285714285714293 5.9500000000000011 1.0000000180025095e-35 2.3095238095238098 1.6850000000000003 -0.20102564102564102 0.71008403361344552 1485.834354891839 1.2583333333333335 1.7070000000000001 1510.4583442056328 0.29166666666666669 1.1000000000000003 2.6461100569259965 0.27064914705796966 0.63333333333333341 0.18900000000000003 1.5500000000000003 1525.0484267415427 2.7050000000000005 0.13717583807716632 0.63333333333333341
decision_type=2 2 2 2 2 2 2 2 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 12 8 7 -4 -6 9 -1 -10 29 -2 -14 -9 20 18 -18 19 -17 -8 24 27 -24 -15 26 -26 28 -23 -11
right_child=3 -3 6 -5 5 -7 15 14 10 11 -12 -13 13 21 -16 16 17 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0017392441361256416 -0.0047881200240986249 0.0034251732617544763 0.012443066586150103 0.0085455174565631942 -0.0010000078590794994 0.0093218487917475744 -0.0096799457152021394 0.004895659851035853 0.0016858433052958902 -0.0077592808671029462 -0.0034165354372986461 0.014033357495079019 -0.0052274301260771365 -0.0026655854568970903 0.00039475159469071739 0.0044717586462054634 0.0038611556346705585 -0.00014597451577167826 0.0014496923660545793 0.01369767378214116 0.0013494146828440391 0.0049412001703282547 0.015348582400901731 -0.00039367750063471434 0.00029922749867860362 -0.0039313601200097383 0.0092508689422340969 -0.0075547630958991731 -0.0023374013313228444 0.0030069339788113924
leaf_weight=710.96395625174046 134.46715232729912 347.20559842884541 11.616649076342581 13.328489243984221 144.96505711972713 20.502446845173836 13.948533684015276 102.1063564568758 287.96464423835278 8.6192337125539762 50.251095563173294 8.3106364160776121 75.882764041423798 461.1367475092411 101.77313463389874 41.481408953666687 109.3512969315052 229.27453446388245 43.766314402222633 23.375332608819008 14.617752000689505 33.55813167989254 13.118919596076013 12.803603470325468 145.5902309268713 56.977181956171989 16.265957176685333 15.265186190605162 39.169707924127579 54.065433844923973
leaf_count=3136 654 1428 50 57 627 86 61 438 1257 38 222 36 355 2154 439 179 471 986 189 101 63 151 58 57 678 265 75 69 177 237
internal_value=1.90282e-05 0.000910047 0.000463017 -0.00200579 -6.22736e-05 0.00161555 0.00208975 0.00113256 -0.000624858 -0.0012964 0.000896724 0.0029906 -0.00215627 -0.00173732 0.00270035 0.00181494 0.00218865 0.00111705 0.00543269 0.0079587 -0.00366877 -0.00139051 0.00117867 0.00716843 -0.00183635 -4.10084e-05 0.00126366 -0.000466659 0.000876826 0.00135918
internal_weight=3341.72 2324.16 1976.95 1017.56 1489.52 369.347 487.432 348.845 1120.18 781.959 338.216 70.9953 1004.24 869.768 203.879 475.815 447.249 338.626 108.623 64.8567 28.5663 793.886 113.916 25.9225 679.97 218.833 161.856 87.993 72.7278 62.6847
internal_count=14794 10044 8616 4750 6516 1590 2100 1504 4926 3447 1479 311 4693 4039 877 2050 1926 1457 469 280 124 3684 512 115 3172 1018 753 397 328 275
is_linear=0
shrinkage=0.0106442


Tree=66
num_leaves=31
num_cat=0
split_feature=47 86 41 30 85 37 99 3 54 123 147 93 138 137 148 45 22 26 89 47 148 136 106 136 3 9 136 26 130 18
split_gain=51.5995 33.9292 17.5694 16.3872 13.6986 13.3723 12.5385 11.5727 11.0627 11.0232 10.6444 14.8872 11.2959 10.6011 14.369 10.3389 10.2638 9.90658 12.4525 10.3916 9.73184 11.7765 10.837 9.37907 12.411 9.22431 9.16559 9.07308 8.87826 10.0861
threshold=1.8150000000000002 3.3279569892473124 2.1950000000000007 0.15744386118401868 -0.14902097902097897 0.25593842092151392 0.51190476190476197 1495.7061350382303 1.8250000000000004 0.80600000000000016 0.47199397614381194 22.050000000000004 3.5000000000000004 8.0500000000000025 0.26233423441126336 1.3950000000000002 0.36666666666666675 0.47866071428571427 0.71000000000000008 1.7450000000000003 0.27856974973686094 2.8500000000000001 0.59050000000000014 3.6500000000000008 1641.7758648951874 2.1547619047619051 6.3500000000000005 0.57316666666666671 3.1835000000000004 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 2 2 2 2 2
left_child=1 2 3 6 5 -5 9 -3 23 -1 11 16 -13 -11 -15 20 -6 18 19 -8 21 -2 -23 -4 -25 -19 -20 -22 29 -9
right_child=15 7 8 4 10 -7 17 28 -10 13 -12 12 -14 14 -16 -17 -18 25 26 -21 27 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0090076266828941227 0.0098308029936148168 0.008455193667115923 0.0056480667385940203 0.0087650078115192112 0.0016242186713088264 -0.0040821162967384049 -0.0019947193260570085 0.0049209881500690503 0.011041072548861774 -9.0106162311272564e-06 -0.0017047240919950699 -0.00040176781257936852 0.0060096825392254374 0.010440959547676341 0 -0.0063622708728943989 -0.0024053301901718351 -0.0021707116720357349 0.013014100230871208 0.005407151234216331 -0.00071179645124558137 -0.00081060981049851303 -0.0040309047442365397 0.0018250137618317584 -0.0029755341902751651 -0.0070308692933069026 0.0013007675713019183 0.0069498144813238726 0.012753156701645424 -0.0018256568107105468
leaf_weight=10.338284045457838 7.9710532724857321 73.726016879081726 61.246268138289452 9.7434911727905256 392.50962398946285 93.234446108341217 186.82301308214664 52.291332215070724 15.073050692677496 89.37301079928875 107.36648218333721 36.605000734329224 134.65884666144848 32.728542193770409 28.62713648378849 70.180955201387405 85.887470588088036 418.10611499845982 12.685738608241079 23.72885824739933 173.16580271720886 191.58441497385502 353.81259889900684 457.23474845290184 68.979728892445564 52.527582168579102 24.821005910634995 19.466957107186317 9.505981430411337 45.423101022839546
leaf_count=46 37 307 256 43 1721 411 827 218 61 395 471 159 581 143 127 346 378 1856 56 109 814 894 1650 1925 289 232 110 91 39 189
internal_value=-5.75266e-05 0.000691766 0.000343898 -0.000193153 0.000844503 -0.00276467 -0.00121944 0.00513682 0.001912 0.00142848 0.00134932 0.00187019 0.00457807 0.00221389 0.00562287 -0.00238684 0.000878854 -0.00182746 -6.24716e-05 -0.00111071 -0.00199878 -0.00271632 -0.00291893 0.00165991 0.00117579 -0.00273545 0.00554227 7.99703e-06 0.00275721 0.00167739
internal_weight=3339.43 2523.24 2342.3 1739.76 860.005 102.978 879.759 180.946 602.534 161.067 757.027 649.661 171.264 150.729 61.3557 816.182 478.397 718.692 248.059 210.552 746.001 553.368 545.397 587.461 526.214 470.634 37.5067 192.633 107.22 97.7144
internal_count=14781 10949 10196 7665 3764 454 3901 753 2531 711 3310 2839 740 665 270 3832 2099 3190 1102 936 3486 2581 2544 2470 2214 2088 166 905 446 407
is_linear=0
shrinkage=0.0106442


Tree=67
num_leaves=31
num_cat=0
split_feature=49 86 96 45 3 35 3 30 115 41 3 26 15 12 56 130 23 102 107 13 28 150 48 102 86 136 130 30 27 3
split_gain=47.0811 34.5561 14.816 13.6919 13.6555 12.2627 10.4654 11.1928 12.6666 9.50651 8.84284 8.74569 9.56286 8.45315 11.3728 8.06496 8.32014 13.39 8.47409 9.42984 8.09721 8.42572 9.96183 9.22139 7.59608 7.49408 13.2256 9.56976 11.286 8.72335
threshold=2.7350000000000008 3.3279569892473124 4.5000000000000009 1.3950000000000002 1495.7061350382303 6.8400000000000007 1392.5539536257036 0.11242977528089886 1.4645000000000004 2.1250000000000004 1647.5769791563664 0.61211111111111116 0.77500000000000013 0.45000000000000007 1.6850000000000003 0.70700000000000007 3.2916666666666674 0.82550000000000001 0.68150000000000011 1.0000000180025095e-35 5.8944444444444457 0.60942003008724055 2.0750000000000006 2.2600000000000002 2.5823643410852717 9.4000000000000021 0.89450000000000018 0.12204431204617387 0.54211111111111121 1726.0263299425997
decision_type=2 2 2 2 2 2 2 2 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 -3 9 24 8 13 -1 -11 25 -13 -8 -15 -4 20 -18 -19 -20 21 23 -23 -17 -2 27 -27 28 -9 -29
right_child=3 4 15 -5 -6 -7 7 11 -10 10 -12 12 -14 14 -16 16 17 18 19 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.001093988648347946 0.00025799802930140961 0.0094174068416171073 0.010537778535497979 -0.0063722354581403707 0.0029541848385120158 0.0071142072253814175 -0.0035303813533499864 -0.00012134480256244034 -0.0082342039247430294 0.0013367439919489033 -0.005382707644312772 -0.0016711715030210839 0.011991966039967475 -0.00080997934544159878 0.012844714351542569 -0.00016429362137087514 -0.0039686603033502396 0.0010600252087738084 0.00043569770373855709 0.0082613967780180569 0.0034196321798052724 0.0080887568353947142 0 -0.011089711322153287 0.0077806113813065304 -0.009828495439626668 0.00059000124392497152 -0.0027901639202672309 0.012222111666412683 0.0088947048369289287
leaf_weight=754.18533930182457 114.69900706410408 66.083159625530243 11.94332844018936 67.962819844484329 100.23896342515945 25.173578068614006 154.76589316129684 37.354103669524193 56.91480764746666 378.97732789814472 23.078517004847527 9.1071085631847399 11.858357325196264 31.986467331647873 8.4671348035335523 347.07414242625237 22.284826904535294 56.476473748683929 26.100171118974686 79.163731023669243 110.36069470643997 30.776195347309113 35.517028376460075 9.0638634413480741 18.190430030226707 14.540707916021345 269.91216497123241 449.44057017564774 10.27393853664398 6.9446854889392844
leaf_count=3332 530 274 51 336 416 103 719 174 265 1612 98 42 54 150 38 1492 96 239 110 335 465 131 148 39 81 67 1234 2071 47 32
internal_value=-5.68997e-05 0.000925376 0.000514141 -0.00168091 0.00558524 -0.000214249 -0.0014052 -0.00176207 -0.00373878 -0.000382878 0.000924942 -0.00113338 0.00555642 -0.00237442 0.00178864 0.00170935 0.00154762 0.00351741 0.00461373 0.00642069 0.000847562 0.000150767 0.00365364 -0.000471812 0.00136668 -0.00132457 2.05402e-05 -0.00210453 0.00232099 -0.00258937
internal_weight=3338.92 2076.5 1910.18 1262.42 166.322 1181.41 1194.46 1061.57 252.134 1156.24 402.056 809.432 20.9655 195.219 40.4536 728.76 716.817 184.025 161.74 105.264 532.792 422.431 66.2932 356.138 132.889 788.466 284.453 504.013 47.628 456.385
internal_count=14781 8941 8251 5840 690 5145 5504 4893 1172 5042 1710 3721 96 907 188 3106 3055 780 684 445 2275 1810 279 1531 611 3625 1301 2324 221 2103
is_linear=0
shrinkage=0.0106442


Tree=68
num_leaves=31
num_cat=0
split_feature=49 50 94 80 25 80 141 45 148 144 26 136 106 135 113 38 141 4 1 110 122 5 144 27 26 114 95 148 5 128
split_gain=46.263 22.0935 17.1274 12.4356 12.986 11.757 11.0346 10.1114 10.4723 14.3263 12.2259 11.6034 10.3755 13.5766 10.009 8.95413 8.86666 8.72619 11.9193 9.25552 8.72246 12.4609 9.02901 8.52088 11.0923 9.40374 8.27681 9.92246 8.2607 13.2651
threshold=3.1650000000000005 1.4850000000000001 16.050000000000004 0.089597366200098713 0.2678571428571429 0.082854864177878171 -0.58799999999999986 1.3950000000000002 0.27856974973686094 0.00035000000000000005 0.59050000000000014 2.8500000000000001 0.59050000000000014 0.68050000000000022 0.28650000000000003 0.2770047576558255 -0.54999999999999993 1581.9739831962424 1784.4794370022498 28.350000000000005 1.4060000000000001 1490.3638655181283 0.0045500000000000011 0.46612500000000007 0.58050000000000013 1.3540000000000003 -2.2499999999999982 0.2645079041305457 1496.4453685028084 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 2
left_child=1 2 3 4 5 -1 28 8 11 10 15 -2 13 26 -5 -10 -14 19 23 -4 21 -8 -22 -19 25 -25 -13 -28 29 -6
right_child=7 -3 17 14 6 -7 20 -9 9 -11 -12 12 16 -15 -16 -17 -18 18 -20 -21 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0042394335058581218 0.0097027246043106773 0.0031667607939612069 0.0015229249006766736 -0.0014246343632318555 0.0023630553131470254 0.003580592540643703 0.0013640261269506925 -0.0063220960340043377 0.007826624819031262 -0.0047759267720614926 0.013945184777499465 -0.0059919006496488873 -0.0071175325966005816 0.013206894304552989 -0.0073011989314898098 -1.8015150982283448e-05 -0.0029649015756728903 0.0033917432844642287 0.0072625287320274888 0.0099321531651443782 0.0013039816357282694 -0.0040920309608550301 -0.0038245676118796889 0.00027857527118103047 -0.0086987744250816169 -0.0047824242488941271 0.0013587855511382884 -0.0054338781880534622 0.0047274570432807462 -0.0065787808985206531
leaf_weight=136.6823523491621 7.9974672496318808 339.11294902861118 843.08757589757442 101.0463510453701 87.231661230325699 24.458730116486549 69.4196567684412 67.773685872554779 18.703360065817833 49.281493470072746 9.0301250517368299 36.077545404434204 84.628950014710426 7.3831777274608603 53.452844351530075 117.65668471157551 249.04950818419456 40.638859003782272 21.0389194637537 15.612135902047156 288.5241827070713 135.17019510269165 44.309446513652802 156.75364515185356 24.268849939107895 55.095099180936813 103.17099362611771 31.742085993289948 96.197313323616982 23.789581447839737
leaf_count=603 37 1392 3679 454 382 108 306 336 87 233 42 169 397 34 240 553 1162 178 90 68 1254 597 192 686 106 241 482 148 420 105
internal_value=-5.61762e-05 0.000633919 0.000241722 -0.000729402 -0.000240856 -0.00298736 0.000339399 -0.00232367 -0.00192983 0.000125001 0.00185839 -0.0027192 -0.0029337 -0.000787487 -0.00352569 0.000981021 -0.00404955 0.00114113 -0.000400652 0.00168803 -0.000448756 -0.00218944 0.000589704 -0.00102112 -0.00182506 -0.000988101 -0.00145311 -0.000161607 0.00243412 0.000352494
internal_weight=3338.39 2555.89 2216.78 1060.28 905.783 161.141 744.642 782.495 714.721 194.672 145.39 520.05 512.052 178.374 154.499 136.36 333.678 1156.5 297.795 858.7 537.423 204.59 332.834 276.756 236.118 211.849 170.991 134.913 207.219 111.021
internal_count=14781 11101 9709 4661 3967 711 3256 3680 3344 915 682 2429 2392 833 694 640 1559 5048 1301 3747 2349 903 1446 1211 1033 927 799 630 907 487
is_linear=0
shrinkage=0.0106442


Tree=69
num_leaves=31
num_cat=0
split_feature=47 86 105 50 86 93 123 144 54 36 111 124 142 134 102 150 93 136 52 147 40 138 42 85 114 85 132 132 48 111
split_gain=50.0797 21.8775 16.3135 14.3834 12.5501 11.0045 11.4498 10.8411 10.6669 11.8419 9.52864 9.20201 8.50062 8.47058 8.46203 8.67219 9.47387 8.29151 11.5886 10.6654 9.24136 12.0806 9.17751 8.14413 8.09985 13.118 7.97867 7.71316 7.66244 7.60898
threshold=1.635 3.0550505050505055 1.1225000000000003 1.8050000000000004 2.6172161172161177 20.550000000000004 1.7735000000000001 1.0000000180025095e-35 1.3650000000000004 6.8650000000000011 4.8500000000000005 0.77500000000000013 -0.068999999999999992 0.58900000000000008 0.97650000000000003 0.58053422904670515 14.550000000000002 9.7500000000000018 2.5150000000000001 0.40846280364372473 2.7750000000000004 4.5000000000000009 2.1450000000000005 0.14559139784946229 1.2750000000000001 -0.10634259259259259 0.64600000000000013 0.95000000000000007 1.7350000000000001 14.750000000000002
decision_type=2 2 2 2 2 2 2 2 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 24 5 7 6 8 11 9 23 -8 12 -2 28 15 -6 -17 20 19 -19 -13 -22 -21 -1 -3 27 -10 -26 -12 -7
right_child=4 2 -4 -5 14 29 10 -9 26 -11 13 17 -14 -15 -16 16 -18 18 -20 22 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0022667149828165451 -0.0054028613106430774 0.00049055604767396564 -0.0031309345748988322 0.0067068949448291868 0.0032865895985494946 0.00057136059309664821 -0.00064770077588907366 -0.0043699134272960037 -0.0058715179378052039 0.0053491770988719533 0.0081170090639672444 -0.00047489789813193612 0.0021870385025047454 0.014719258541572173 -0.0023264589645356718 -0.006632424006288557 0.0050386677285530314 0.004991232977153405 0.0044008003102094647 0.0097879259325717883 -0.006443348129520219 -0.0014456586831656289 -0.0023546402335643812 0.0030329792575447463 0.0093151988791682194 0.0072798141122085774 0.0012488238319576274 -0.00036901847090428403 0.0014295682209108903 0.0032770455042589151
leaf_weight=544.17515018582344 112.17808890342712 49.556184306740761 33.551784947514534 41.327722564339638 123.68761909008026 323.70021538436413 90.282804563641548 213.90901508927345 18.603027790784836 25.685541868209839 26.528079375624657 233.35412180423737 17.500254794955254 8.0006726235151273 78.057883858680725 23.499363616108894 10.912530690431593 29.53409269452095 60.492927089333534 7.0529364198446265 96.926865935325623 142.7611109316349 179.63345548510551 33.316467359662056 11.000798285007475 145.76778377592564 293.93051925301552 50.468791499733925 95.96063619852066 196.71925972402096
leaf_count=2402 525 209 142 168 555 1381 389 1013 79 110 115 1082 82 34 350 105 48 137 269 32 454 668 837 146 46 609 1250 211 412 835
internal_value=-0.000106076 0.000959788 0.00366555 0.000491007 -0.00170822 0.000329633 -0.000249399 -0.00219063 -0.000782148 -0.00161488 0.00191279 -0.00164862 -0.00429768 0.00376475 0.000480808 0.0019332 -0.00262644 -0.00117645 0.00025363 -0.000858115 -0.00203517 -0.00351044 -0.0018397 -0.0019428 0.00459441 0.00552513 0.000791425 0.00119341 0.00296357 0.00161427
internal_weight=3318.08 1988.58 290.345 1698.23 1329.5 1656.9 1136.48 1093.34 915.711 603.177 220.772 879.434 129.678 130.489 236.157 158.1 34.4119 749.756 276.713 216.22 473.042 239.688 186.686 577.492 256.794 207.237 312.534 61.4696 122.489 520.419
internal_count=14695 8538 1217 7321 6157 7153 4937 5099 3987 2658 950 4086 607 561 1058 708 153 3479 1275 1006 2204 1122 869 2548 1075 866 1329 257 527 2216
is_linear=0
shrinkage=0.0106442


Tree=70
num_leaves=31
num_cat=0
split_feature=49 48 122 121 130 15 93 0 3 133 28 53 29 5 25 99 125 79 99 103 27 123 93 104 42 141 27 108 39 98
split_gain=47.925 19.1563 9.41417 12.3149 12.354 12.1113 11.5647 13.3556 13.5474 11.394 11.4022 10.1832 10.1721 9.74803 11.9577 9.26733 8.64801 11.0303 8.53356 14.0472 8.47496 7.94595 7.6893 10.6403 10.187 9.98769 9.35757 9.26858 12.4629 13.1308
threshold=2.7350000000000008 2.3150000000000004 1.3945000000000001 0.68350000000000011 1.1340000000000001 0.90000000000000013 22.050000000000004 1418.2178653439503 1402.3479662524562 1.3875000000000002 4.5857142857142863 1.885 4.9500000000000011 1515.8528531299826 0.64583333333333337 0.82085561497326209 2.2915000000000005 3.0193452380952386 0.60990338164251223 0.57950000000000002 0.64612500000000006 0.78200000000000014 11.400000000000002 0.43350000000000005 4.0650000000000004 -0.66899999999999993 0.59414285714285719 1.5000000000000002 0.28015646907634167 0.62828947368421062
decision_type=2 2 2 2 2 2 2 2 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 5 -5 13 7 18 -9 10 -8 -10 16 -4 -15 -13 17 -6 -1 -20 21 -3 23 -2 25 -24 -26 28 29 -27
right_child=22 20 3 4 12 -7 9 8 11 -11 -12 15 -14 14 -16 -17 -18 -19 19 -21 -22 -23 24 -25 26 27 -28 -29 -30 -31
leaf_value=0.0047271914268449487 -0.0020855932017116393 -0.0033863242914668676 0.011338919391338883 0.0074219799692704005 -0.0019438668715171918 0.013324220181243417 0.013003665372857529 -0.0083229499323802299 -0.0037610203315672852 8.0308484477050794e-05 0 0.00088738759111638588 0.0021244924490866264 0.0033470145534713011 -0.011728816653949507 -0.0037289047020212054 0.003495504096084174 0.0010662456791855318 0.0034939776204705769 -0.0035054418166062013 -0.0058483617203468393 0.0039619255123209893 -0.003236574427220331 -0.0065172091460102164 -0.0033442868332285592 0.012349969810297973 0.0066326611473147678 -0.001324696318592528 0.00047797515705519356 0.0010764664092893399
leaf_weight=58.290699705481529 340.50748512148857 16.090105682611465 10.188192307949064 31.064610660076141 322.42875123023987 17.822520896792412 20.263419613242153 36.191657349467278 140.70651061832905 56.620823577046394 10.607926711440085 204.44758792221546 313.7980939000845 21.431713208556179 8.146861255168913 64.572908386588097 63.09741435945034 236.39811357855797 61.748452335596085 68.281476467847824 10.40349595248699 304.53503805398941 108.03837996721268 79.609102845191956 247.47354492545128 23.4422238022089 10.459851890802382 200.92263785004616 201.92324967682362 27.951375514268875
leaf_count=254 1587 66 44 134 1400 76 87 161 632 244 46 894 1350 92 35 284 270 1012 271 298 43 1250 499 373 1147 107 48 926 936 129
internal_value=-0.000104783 0.000880467 0.000428454 0.00108771 0.000790313 0.00589808 -0.000492709 -0.00100568 -0.00201892 0.00310593 0.00831533 -0.00143647 0.000558939 0.002306 -0.000450608 -0.000181657 -0.000214106 -0.000651736 0.00133784 -0.000100873 0.00323304 0.00356044 -0.00176321 -0.00295033 -0.00114237 -0.00031788 -0.00289902 0.000353216 0.0017255 0.00642282
internal_weight=3317.46 2077.14 1746.11 1024.38 966.787 57.5893 721.731 634.239 445.919 87.4922 30.8713 409.727 935.722 39.7668 29.5786 269.02 621.924 558.827 188.321 130.03 331.029 320.625 1240.33 420.117 820.211 562.278 257.933 454.239 253.317 51.3936
internal_count=14695 8943 7584 4413 4166 247 3171 2794 1971 377 133 1810 4032 171 127 1178 2682 2412 823 569 1359 1316 5752 1960 3792 2597 1195 2098 1172 236
is_linear=0
shrinkage=0.0106442


Tree=71
num_leaves=31
num_cat=0
split_feature=47 86 105 50 86 99 26 144 84 52 144 41 46 40 151 98 148 47 46 47 3 55 36 122 27 149 6 119 122 2
split_gain=48.0324 21.241 15.9536 13.9392 12.2991 12.2115 12.1221 15.2612 10.9519 11.8282 12.2397 15.7549 11.1671 10.511 10.3123 10.2951 10.0193 10.157 11.3491 10.5081 11.8344 9.7066 9.41958 9.12884 8.47826 8.47329 8.21434 8.00401 7.92374 8.79932
threshold=1.635 3.0550505050505055 1.1225000000000003 1.8050000000000004 2.6172161172161177 0.72474747474747481 0.46316666666666667 1.0000000180025095e-35 0.015416666666666601 2.8350000000000004 0.0026500000000000004 2.0850000000000004 3.5050000000000003 4.0950000000000006 0.97700000000000009 0.6858552631578948 0.30672192291753003 1.3250000000000004 4.2550000000000008 1.2750000000000001 1544.8436762414428 1.3750000000000002 3.4250000000000003 1.8480000000000003 0.44133928571428577 0.57302186860974946 1485.4019448258121 0.90000000000000013 2.0250000000000004 151.54427731203478
decision_type=2 2 2 2 2 2 2 2 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 24 5 6 16 13 28 9 12 11 -11 22 14 -2 26 17 19 21 20 -1 -19 -7 -20 -3 -6 -9 -5 29 -8
right_child=4 2 -4 27 25 8 7 15 -10 10 -12 -13 -14 -15 -16 -17 -18 18 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0 0.0028715378567581904 -0.00035489446006545402 -0.0031174152186640588 -0.00084708189941195438 0.001508667552131526 -0.001652107171079298 -0.00054462268902411124 0.009392553072867597 -0.0036052657573413787 0.01240487912359552 -0.0041465104115837427 0.0017968295447659368 -0.0056651222487021169 0.0010887422128750413 -0.0051174704483716279 -0.006737784096661939 -0.006548007530202681 0.0050721132261883897 -0.0049512858642519683 0.0063942552193963125 0.0046158526174202626 0.00052993329401613729 0.0033053402414801114 0.0012086272830142391 0.0052471535777295387 -0.0036024000435204975 -0.0024561242041418606 0.0092523823571489805 0.0046152309765559842 -0.0059942135627033604
leaf_weight=170.32874274253845 17.898736223578453 31.408192813396454 33.540463820099831 9.8561194241046888 191.20528423786163 177.9055862724781 540.4277613312006 7.277919501066207 129.38486480712891 18.364209339022636 31.299903005361557 154.50800509750843 58.599527016282082 39.075265273451805 271.55403137207031 90.073413491249084 18.951038718223572 61.009880557656288 72.005004152655602 70.867726042866707 98.518657952547073 498.49404892325401 56.807311192154884 40.120396211743355 225.68119187653065 44.861525848507881 58.324526861310005 31.519218042492867 30.539454460144043 36.516009539365768
leaf_count=730 83 132 142 40 858 783 2511 34 560 80 134 658 258 182 1279 429 85 262 309 296 415 2167 245 171 943 200 274 128 138 169
internal_value=-0.000103557 0.000939561 0.00360422 0.000477446 -0.0016742 0.000318424 -0.00215244 -0.00139492 -0.000843791 -0.000104501 0.00183984 0.00298442 -0.00149371 -0.00388017 -0.00458721 -0.00437954 0.00103574 0.00118823 0.000411065 0.00269381 0.00167936 0.00104398 -0.000407558 -0.00265359 0.00452195 0.000492926 -0.000981694 0.00659297 -0.000612803 -0.000907725
internal_weight=3316.92 1989.17 290.63 1698.54 1327.75 1657.16 1091.69 763.159 626.869 497.485 204.172 172.872 293.312 328.528 289.453 155.676 1030.3 1011.34 671.629 339.715 268.847 559.504 234.713 112.125 257.089 236.067 65.6024 41.3753 607.483 576.944
internal_count=14695 8538 1217 7321 6157 7153 5099 3555 2718 2158 872 738 1286 1544 1362 737 4435 4350 2909 1441 1145 2429 1028 480 1075 1058 308 168 2818 2680
is_linear=0
shrinkage=0.0106442


Tree=72
num_leaves=31
num_cat=0
split_feature=47 86 41 86 53 140 30 29 95 5 39 46 23 26 105 26 95 1 114 2 105 103 103 145 135 108 47 86 48 142
split_gain=54.4978 22.834 14.0087 12.2987 11.0824 9.40021 8.54628 10.9914 8.90509 13.8752 8.17278 8.76425 12.3551 9.11023 7.8579 7.47531 7.35104 12.1396 9.3468 9.6392 8.9683 8.46764 8.30662 8.02377 7.97328 10.8748 10.5396 8.73451 8.95634 8.92999
threshold=1.6850000000000003 3.3717607973421928 2.1950000000000007 3.4428104575163405 1.5450000000000002 1.0000000180025095e-35 0.18296668260800253 0.81666666666666676 -1.499999999999998 1466.5421517391289 0.075895873566044672 4.2150000000000007 3.7750000000000004 0.42683333333333334 0.66750000000000009 0.49050000000000005 7.4999999999999991 1500.8979985659582 2.4500000000000006 173.28022344087029 0.48150000000000004 0.50050000000000006 1.2385000000000004 0.17885000000000004 0.11950000000000001 2.5000000000000004 2.4950000000000006 2.4301948051948057 1.5650000000000002 -0.33899999999999991
decision_type=2 2 2 2 2 2 2 2 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 16 -4 -3 8 -8 9 -1 -6 -12 13 -13 -14 -5 18 23 19 24 -20 -19 -23 -18 27 26 -26 28 -2 -29
right_child=3 5 4 15 10 -7 7 -9 -10 -11 11 12 14 -15 -16 -17 17 21 20 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0090403667332000469 -0.0044734606568817385 0.0060208125388044606 0.0093274333594471036 0.015027128455692276 -0.0080573870134380311 -0.0013019126676232806 -0.0099814689131146987 0.0014855717446959666 0.00027162716880367517 -0.0022640151118457946 0.0036510718674252398 -0.0089642059225173657 0.0070864688906949807 0.00016626431751491056 0.00041804013884645062 0.0001351373363075497 -0.0095223298304398275 -0.0026515024422070427 -0.0016136169698998651 -0.010050106669501407 0.0080671885738429761 0.0098498228730623805 -0.00080154995206357894 -0.00055692774977692081 0.00046933285812631007 -0.0060536475596222996 -0.0080620133333856401 0.0025702670040955305 -0.00085658707636049769 -0.0029030785002064304
leaf_weight=12.426986366510389 402.17208632826805 130.48062105476856 23.12288074195385 7.2816994786262539 9.1896012127399427 20.763025268912315 9.4616211354732496 462.66044645011425 589.23699128627777 346.55561180412769 203.96264906227589 12.918762311339377 50.493636682629585 266.65991260111332 39.050845369696617 11.205966278910635 14.181433022022246 12.323558300733565 23.078852459788322 20.115136504173279 18.495799750089645 28.747136533260345 9.2135829180479032 72.276519104838371 238.86257560551167 40.532526835799217 17.584899663925171 55.627703160047531 105.46975445747375 82.994020611047745
leaf_count=54 1913 539 94 31 39 86 41 2002 2582 1523 864 55 210 1113 163 48 66 57 108 95 86 132 42 335 1111 189 88 254 484 381
internal_value=-4.36505e-05 0.000946126 0.0006423 -0.00190996 0.00199864 0.00494616 5.67924e-05 0.00123354 -0.00051805 -0.00184346 0.00168959 0.00186419 0.000848412 -0.000218107 0.00429551 0.00656816 -0.00205644 0.000188896 -0.0023724 -0.00259101 0.00244082 0.00441705 0.00698819 -0.00214885 -0.00242082 -0.0009261 -7.47568e-05 -0.00309146 -0.00374267 -0.000630981
internal_weight=3337.15 2176.98 2025.74 1160.16 605.398 151.244 1420.34 472.122 948.22 358.983 582.275 573.086 369.123 279.579 89.5445 18.4877 1141.68 136.742 1004.93 963.359 41.5747 50.2843 37.9607 86.458 943.244 296.98 256.447 646.264 507.642 138.622
internal_count=14785 9365 8740 5420 2538 625 6202 2043 4159 1577 2444 2405 1541 1168 373 79 5341 632 4709 4515 194 231 174 401 4420 1388 1199 3032 2397 635
is_linear=0
shrinkage=0.0106442


Tree=73
num_leaves=31
num_cat=0
split_feature=47 86 41 98 54 86 106 53 84 111 145 39 39 93 31 93 42 145 26 135 99 30 19 41 138 26 98 106 120 27
split_gain=53.3905 22.3143 13.709 12.3352 15.0548 12.0556 10.9892 10.8284 9.76653 12.586 11.3304 11.6063 8.01194 7.91749 12.7211 11.9715 8.53159 7.93963 7.79698 7.80666 7.72063 12.4617 9.42494 7.67439 8.88171 7.26292 7.11399 11.58 8.47764 7.10792
threshold=1.6850000000000003 3.3717607973421928 2.1950000000000007 0.66025641025641035 1.3550000000000002 3.4428104575163405 0.68150000000000011 1.5450000000000002 0.0175478468899521 9.4500000000000011 0.36705000000000004 0.37398431723852593 0.075895873566044672 11.400000000000002 0.10726270373921376 4.0500000000000007 3.1850000000000005 0.18105000000000002 0.49612500000000009 -0.21099999999999999 0.64495798319327746 0.31622807017543858 4.5000000000000009 2.4050000000000007 6.5000000000000009 0.49050000000000005 0.73508771929824568 0.40950000000000003 1.6835000000000002 0.64316666666666678
decision_type=2 2 2 2 2 2 2 2 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 20 13 26 -4 9 10 11 -1 -9 14 -2 16 17 -16 19 -18 21 22 -5 24 -3 -7 28 -28 -6 -14
right_child=5 23 7 4 6 25 -8 12 -10 -11 -12 -13 29 -15 15 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0084959976319036751 -0.0069536897814122325 0.00026369312778174001 0.0092187808543433072 0.00041655758702328601 0.017173286835269624 0.01481365498945493 -0.00071689116126071051 -0.0079867697707271187 -0.0017665776585452984 0.00033310451973653281 0.0012768967589789329 0.00048137259395538535 0.0020879916484377501 -0.0013667078261925159 0.0043894991339922269 -0.0045741486922799106 -0.0013387369054491463 -0.0050296359684812381 -0.00079179115971707954 0.0078744333941062547 -0.0024275899604971284 0.011989335946687309 -0.006692814969123129 0.010963138273705682 0.0061379988378494846 0.00013369424420498182 0.005413865002674584 -0.0057625952887914392 0.00091118208301733971 -0.00406184391137964
leaf_weight=74.830836936831474 85.997228562831879 53.831123143434525 23.146254375576973 158.32664832472801 10.654545068740847 7.3078664392232922 73.982910931110382 9.1722653359174711 106.82031705975533 324.68158020079136 119.33577182888985 32.127008512616158 552.2672473937273 745.47792744636536 11.211112871766089 136.80264337360859 12.919365614652632 55.959669455885887 60.859743610024452 31.533404767513275 418.05725048482418 9.5608508437871915 24.10788132250309 21.995012238621712 75.542927548289299 11.206352055072783 47.468166783452034 12.675747409462927 7.7167617082595816 21.037028878927231
leaf_count=323 410 224 94 697 46 31 319 39 463 1407 519 139 2317 3481 52 644 61 261 284 148 1849 41 106 89 312 48 205 55 33 88
internal_value=-4.32114e-05 0.000936047 0.000635549 5.61826e-05 -0.000857317 -0.0018915 0.00210434 0.00197699 0.00113111 0.00171194 0.0036439 0.00618674 0.00167121 -0.0020368 -0.00327401 -0.00221694 -0.00028653 -0.00330133 0.00153675 0.00496076 -0.00161486 0.000100163 -0.0004654 0.00488869 0.00377487 0.00649484 0.00489636 0.00288389 0.0109136 0.00184403
internal_weight=3336.61 2177.34 2025.97 1420.35 762.551 1159.28 152.498 605.623 657.796 550.975 226.294 106.958 582.477 1140.76 395.283 309.286 172.483 67.1708 105.313 44.4528 610.053 191.995 182.435 151.369 129.374 18.5142 78.5152 60.1439 18.3713 573.304
internal_count=14785 9365 8740 6202 3351 5420 658 2538 2851 2388 981 462 2444 5341 1860 1450 806 313 493 209 2693 844 803 625 536 79 339 260 79 2405
is_linear=0
shrinkage=0.0106442


Tree=74
num_leaves=31
num_cat=0
split_feature=47 86 41 86 49 140 85 34 114 147 146 8 4 99 3 122 85 27 115 102 27 79 134 3 3 85 131 99 48 86
split_gain=52.2997 21.834 13.4047 11.8169 11.0616 9.09839 9.39814 10.0741 8.69801 7.77152 12.0963 11.9504 10.5328 10.4353 11.718 10.9604 12.7701 10.1102 9.62221 8.97889 8.74604 8.17401 8.97337 8.07593 9.91373 7.44448 8.56205 9.62716 13.1292 15.0354
threshold=1.6850000000000003 3.3717607973421928 2.1950000000000007 3.4428104575163405 1.425 1.0000000180025095e-35 -0.021724137931034445 2.4950000000000006 1.2750000000000001 0.42433972487808291 0.00015000000000000004 1.0333333333333337 1453.6154861305852 0.48684210526315791 1460.2067596431023 1.5275000000000001 -0.12344827586206894 0.45414285714285713 0.9285000000000001 1.1575000000000002 0.49612500000000009 2.4204709237934856 0.21100000000000005 1491.4375602172138 1470.1531340712406 -0.20102564102564102 0.81650000000000011 0.48684210526315791 1.4950000000000003 2.4576098059244131
decision_type=2 2 2 2 2 2 2 2 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 25 -4 6 -3 8 -8 11 13 17 -12 14 19 -15 -17 -1 -13 -11 -16 -20 -23 24 -14 -2 -27 28 -28 -30
right_child=3 5 4 -5 -6 -7 7 -9 -10 10 12 18 23 15 20 16 -18 -19 21 -21 -22 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0024341514757591385 -0.0048992737268765728 0.002254445867228656 0.0083016250189079099 0.0064227866892055908 0.0016020632916563693 -0.0013086490623412717 0.0010431310793127841 0 0.012273369075830471 0.01272507909961897 -0.0058767792607700422 -0.0053238818374488697 0 -0.00035582789097221069 0.0065865049378934296 -0.0064652570140198125 0.003010820774253672 -0.0059356092128554352 -0.0099992721338156842 0 -0.00072496056730826663 0.0031028170191525995 -0.0017506375199094544 -0.0012539135177640226 0.011817311768633793 -0.0032564110731981045 -0.0016462031368909313 -0.0015431133934922 0.0032678340421903704 0.020901241321186891
leaf_weight=18.241362184286118 96.926719322800636 54.645873233675957 30.353236839175224 18.539725258946419 575.49323296546936 20.761740982532501 11.779525265097616 14.912279620766638 49.371852025389671 25.234404236078262 49.743750631809235 32.841892570257187 18.390855088829998 441.80445177853107 27.425761088728905 16.600740283727646 246.51900142431259 85.378278225660324 7.2623954564332953 10.213823199272154 51.08104020357132 122.66699127852917 63.631579667329788 190.58521188795567 12.690967112779616 305.17682610452175 43.362639427185059 653.60426695644855 33.629668474197388 7.1807138174772254
leaf_count=81 459 226 125 79 2413 86 49 62 202 109 217 145 80 1935 119 72 1064 381 33 44 221 537 279 830 55 1440 204 3052 154 32
internal_value=-4.25754e-05 0.000926253 0.000628877 -0.00187286 0.00195503 0.00483484 0.00589094 0.00836553 0.0102817 5.58054e-05 0.000496073 -0.00136691 -0.00143427 0.00114868 0.00415457 0.000647878 0.00237308 -0.00436092 0 0.00930444 0.00169559 0.000907279 0.00138876 -0.00039 0.00456971 -0.00201699 -0.00173907 -0.00109721 0.0022406 0.00662759
internal_weight=3336.05 2177.63 2026.16 1158.42 605.846 151.471 130.71 76.0637 61.1514 1420.31 1090.29 330.022 271.411 818.879 113.955 704.924 263.12 103.62 226.403 35.4482 78.5068 193.561 186.299 221.667 31.0818 1139.88 1042.95 737.777 84.173 40.8104
internal_count=14785 9365 8740 5420 2538 625 539 313 251 6202 4746 1456 1182 3564 493 3071 1136 462 994 153 340 849 816 965 135 5341 4882 3442 390 186
is_linear=0
shrinkage=0.0106442


Tree=75
num_leaves=31
num_cat=0
split_feature=51 50 93 2 123 145 143 136 131 136 25 42 124 29 36 55 150 150 10 110 48 141 7 108 42 135 47 123 3 17
split_gain=60.6692 18.1585 12.4095 10.2382 9.30086 9.8767 9.68054 8.83595 13.9989 12.7627 8.83101 12.1721 8.56374 8.53242 11.5516 9.47547 14.4968 9.47103 9.42748 8.32271 8.21097 8.14363 8.54314 8.12114 17.5312 9.87475 10.0322 11.1271 7.90946 9.3465
threshold=1.2450000000000003 1.5050000000000001 20.550000000000004 173.28022344087029 2.1145000000000005 0.21335000000000001 1.0500000000000003 7.4500000000000002 0.81650000000000011 3.2500000000000004 0.2678571428571429 7.4050000000000011 0.55000000000000016 4.2111111111111121 6.3750000000000009 1.3950000000000002 0.62017637310606066 0.54565303691941258 2.8619047619047624 6.6500000000000012 1.9550000000000003 -0.38199999999999995 -12.720208792175525 2.5000000000000004 4.2750000000000012 0.11950000000000001 2.5050000000000003 1.6055000000000004 1500.9813465897432 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 23 5 6 7 9 -9 -4 11 12 -1 18 15 16 -15 -17 21 -16 -14 22 -12 25 -25 -2 27 -27 29 -7
right_child=3 -3 4 -5 -6 28 -8 8 -10 -11 13 -13 20 14 19 17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00615383883649536 -0.002140471354582067 0.0035172400220094798 0.010141146101188735 -0.0079107525591009011 0.010377598760257914 0.00018411805309989781 -0.0035517878445092774 0 0.010165338752148947 9.8790002814511273e-05 0.0060976923859467303 0.0099445358088696822 -0.0039405022040650507 0.0020141821720381504 0.014448366529791217 0.0017374061072906823 0.013646322379313409 -0.001795546889360049 -0.010647269877065099 0 0.00066323938274791012 -0.0013715452174038736 0.00026415294077255879 -0.0061153158875318801 0.0023120417574136352 0.0015499460402048169 -0.0069641813354725706 -0.0046831390681580974 -0.00052008003800958801 0.0061895306897578892
leaf_weight=12.263751834630964 662.91963967680931 293.76662850379944 18.301339507102966 32.972399309277534 15.103039756417273 74.001484230160713 17.322103664278984 23.824096083641052 54.638246178627014 76.633883431553841 36.240664169192314 9.3984216898679716 166.73522707819939 221.65600419044495 13.014880672097208 169.13776907324791 13.311101943254469 174.54987752437592 10.217121839523314 7.9046358913183203 54.616102293133736 301.68823786079884 153.29531763494015 116.72961100935936 34.688259795308113 246.40906257927418 20.691166460514069 36.855259239673615 223.53534069657326 53.215631976723671
leaf_count=54 3108 1200 78 156 63 318 74 102 233 327 157 40 740 958 55 743 56 761 44 34 235 1315 668 545 162 1145 104 170 960 228
internal_value=4.71167e-06 0.00104606 0.000658585 -0.00197104 0.00199615 0.00174299 0.00370459 0.00449 0.0071933 0.00214525 9.68818e-05 -0.00172989 -0.00224447 0.000509613 0.00137127 0.0010698 0.00271781 -2.63583e-05 -0.000499746 0.00920867 -0.00275718 -0.000267324 0.00143493 -0.00178653 -0.0041154 -0.00141097 0.000145549 0.000701924 0.000646463 0.00277869
internal_weight=3345.64 2194.37 1900.6 1151.27 556.575 541.472 190.72 173.398 78.4623 94.9352 1344.03 243.014 233.615 1101.02 599.574 578.655 234.967 343.688 501.441 20.9195 221.351 491.224 189.536 1118.29 151.418 966.875 303.955 283.264 350.752 127.217
internal_count=14833 9443 8243 5390 2383 2320 814 740 335 405 5860 1069 1029 4791 2607 2518 1014 1504 2184 89 975 2140 825 5234 707 4527 1419 1315 1506 546
is_linear=0
shrinkage=0.0106442


Tree=76
num_leaves=31
num_cat=0
split_feature=51 122 131 29 102 79 2 85 119 98 40 7 28 5 142 108 42 120 51 1 11 28 31 26 8 124 98 145 126 52
split_gain=59.4389 20.2452 11.0194 10.6999 11.9297 10.5527 10.0649 9.64747 8.98298 8.66425 10.0319 8.41481 8.21727 8.87441 8.06975 7.96353 17.2188 8.88186 8.46695 7.95633 7.95337 8.84229 8.05888 7.93679 16.026 7.9108 7.61654 16.2328 8.19113 14.1269
threshold=1.2450000000000003 1.3870000000000002 1.3875000000000002 3.8166666666666669 1.8635000000000004 3.2324586768169588 173.28022344087029 0.16893280632411059 2.5500000000000003 0.17424242424242423 3.3050000000000002 20.484609742697675 3.4722222222222228 1514.9181356295073 0.86450000000000016 2.5000000000000004 4.2750000000000012 1.4365000000000003 1.4650000000000001 1447.2511835896651 2.5916666666666672 2.683333333333334 0.12773956167013276 0.53118055555555566 1.1083333333333336 1.2250000000000003 0.73205128205128212 0.18395000000000003 1.6835000000000002 2.7550000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -3 11 15 8 26 10 -4 20 -7 -14 -15 18 -17 -18 -2 -20 21 -5 -23 24 -13 -6 28 -28 29 -1
right_child=6 3 9 5 25 12 -8 -9 -10 -11 -12 23 13 14 -16 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0016317049569611448 -0.0011406551304823751 -8.1469909134790591e-05 0.010808714533992389 0.0093291557550816435 0.0087860901960286533 0 -0.0078509574390608593 0.0039169921943057158 0.0070137755094181057 0.00054241112907315475 -0.00089295911525218792 0.01303119570544701 0.014070524687244441 0 0.012451399792808021 -0.0060642122207899274 -0.002445766794538614 0.0080535672078871946 0.0043975171915712563 -0.0071876809924100275 -0.0059810109721801941 -0.0012247186385144866 0.0020394772181659563 0.0059598071193593428 0.00017452522980195836 0.00024558301852265201 0.0024744784184748594 -0.0056265277471762775 -0.003500446721397286 0.0051568400324598683
leaf_weight=106.02983009815216 912.65573446452618 424.66495315730572 20.964189976453781 17.314094558358192 30.625470221042633 13.246979311108587 32.870433941483498 34.578691095113754 12.03117051720619 314.80860450863838 11.183839887380598 12.683039799332617 22.291197285056114 15.677188262343408 8.2499393224716169 116.46177031099796 18.074234127998352 16.644112139940262 6.6580273509025565 47.036410495638847 15.034783348441122 99.401069894433022 494.71314771473408 115.34236881136894 96.043698504567146 24.922191321849823 33.568722933530807 131.96145130693913 88.293369114398956 51.105176970362663
leaf_count=470 4257 1816 90 74 128 55 156 149 52 1364 48 54 93 65 34 545 85 77 33 237 64 430 2118 486 411 104 147 586 385 220
internal_value=4.88743e-06 0.00103526 -0.000297422 0.00181405 0.000501031 0.0024954 -0.00195174 -0.00139245 -0.00185129 0.00111647 0.00641149 0.00217424 0.00691258 0.00903456 0.00390438 -0.00176884 -0.00407732 0.00228544 -0.00139683 -0.00555572 0.00151378 0.00171524 0.00147568 0.00397395 0.00177077 0.00514317 -0.00213636 -0.0039203 -0.00089042 0.000509367
internal_weight=3345.14 2194.74 804.525 1390.21 480.213 909.998 1150.4 457.568 422.99 346.957 32.148 850.532 59.4653 46.2183 23.9271 1117.53 151.18 34.7183 966.35 53.6944 626.463 611.428 594.114 224.069 108.727 55.5477 410.959 165.53 245.428 157.135
internal_count=14833 9443 3511 5932 2048 3884 5390 2009 1860 1502 138 3637 247 192 99 5234 707 162 4527 270 2686 2622 2548 951 465 232 1808 733 1075 690
is_linear=0
shrinkage=0.0106442


Tree=77
num_leaves=31
num_cat=0
split_feature=49 86 41 48 86 30 12 149 34 39 141 98 110 137 98 104 145 11 137 35 115 103 48 141 122 80 98 84 99 9
split_gain=55.5199 24.6888 14.9077 12.2015 11.6111 11.348 11.9114 9.57337 9.69118 9.46313 8.87477 9.71981 8.87169 9.94466 8.43828 11.3957 10.2787 13.4934 9.84574 9.51549 12.9219 10.2746 8.8284 8.55462 8.13147 11.2499 10.2223 10.3516 8.2534 8.24978
threshold=2.7350000000000008 3.3717607973421928 2.1250000000000004 1.7550000000000001 2.8956442831215976 0.13962038303693566 0.36666666666666675 0.57888813010597684 2.9550000000000005 0.47850777512058507 1.1380000000000001 0.75595238095238104 7.2500000000000009 7.0500000000000007 0.78019323671497598 0.50550000000000017 0.17305000000000001 1.1083333333333336 3.7500000000000004 2.9650000000000003 1.0500000000000003 0.97150000000000014 1.5650000000000002 -0.54999999999999993 1.1940000000000002 0.049926622243376156 0.45804195804195807 0.034642857142857052 0.58114035087719318 1.3785714285714288
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 14 6 9 8 -6 10 11 -1 -3 -14 18 16 17 -16 -2 23 -21 22 -22 -20 25 -5 28 29 -26 -28
right_child=4 12 3 24 7 -7 -8 -9 -10 -11 -12 -13 13 -15 15 -17 -18 -19 19 20 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0027131913001967965 -0.0051592731192543683 0.006907148875460207 0.0081297484237810285 -0.0066420886232344146 0.0046230098765325583 0.00076122593877742692 -0.0038016140057168615 -0.0038833610157484088 -0.0059472316271227598 -0.006127835400171578 -0.01001762704588529 -0.0018960455036212288 0.0059838291300578529 -0.0040697945867113686 -0.0046383791151625902 -0.0079919965835538627 -0.0031738740987522951 0.013167098044684475 -0.0048331841250748011 -0.002640574313484884 0.0003280471729193314 -0.00063579623266734643 0.0068301262807243055 -0.0012307551153928646 0.0014740188094579457 0.00090974920635622113 0.0043250212764278295 -0.00072133130084989076 -0.0060825645302523337 0.0015714528994962374
leaf_weight=146.05291785299778 76.456894919276237 106.72284726798534 34.103094667196274 30.408029347658157 76.13549442589283 699.90697319805622 154.50011053681374 27.492968216538429 10.478194147348402 26.184776276350021 8.3801852613687497 77.801027610898018 22.768101632595062 21.029430091381073 7.8856461495161083 56.594370871782303 253.17944942414761 10.366945907473562 101.19974495470524 102.12567837536335 43.760172501206398 83.954362541437149 62.540297999978065 340.79518216848373 31.974426090717316 78.620401322841644 266.39213910698891 96.695454150438309 30.440426200628281 259.73895356059074
leaf_count=644 358 439 142 130 337 3048 691 122 47 116 37 348 94 87 37 268 1194 48 482 467 204 382 282 1610 135 336 1121 406 128 1093
internal_value=4.90124e-06 0.00106943 0.00074111 0.00182266 -0.00176386 -5.45506e-05 -0.00146272 0.00141893 0.00322312 -2.3771e-05 0.000619292 0.00106437 0.00523388 0.000917004 -0.00209197 -0.0035559 -0.0025923 0.00489977 -0.00148679 -0.00109015 0.000369289 0.00204008 0.00425215 -0.00207931 0.00153864 -0.00110022 0.00197382 0.00239323 -0.0020433 0.00298559
internal_weight=3344.68 2091.72 1941.2 828.373 1252.97 1112.83 412.919 114.107 86.6137 258.419 232.234 223.854 150.52 43.7975 1138.86 328.026 271.432 18.2526 810.832 734.375 292.381 190.255 106.3 441.995 794.27 109.028 685.241 622.827 62.4149 526.131
internal_count=14833 8995 8375 3491 5838 4884 1836 506 384 1145 1029 992 620 181 5332 1547 1279 85 3785 3427 1335 868 486 2092 3349 466 2883 2620 263 2214
is_linear=0
shrinkage=0.0106442


Tree=78
num_leaves=31
num_cat=0
split_feature=47 99 35 123 143 55 47 54 95 44 103 98 145 143 110 104 77 145 100 31 150 28 115 130 102 50 133 23 147 46
split_gain=43.4149 15.8928 15.8698 15.0548 13.1923 12.4282 11.4063 10.5803 10.5715 10.3377 8.93601 10.3817 10.2334 9.88707 10.0446 8.72559 8.61427 8.39244 10.7952 8.1448 9.00158 7.90146 7.89305 7.82213 9.27879 8.58438 7.67653 7.34041 8.47143 7.25703
threshold=1.8250000000000004 0.72902097902097907 6.9750000000000005 2.1465000000000001 -1.7974999999999997 1.6450000000000002 1.3250000000000004 1.4950000000000003 -1.5000000000000002 8.4250000000000025 0.62550000000000006 0.75595238095238104 0.45460000000000006 0.078500000000000014 9.2500000000000018 0.25050000000000006 0.37857142857142861 0.24445000000000003 2.5500000000000003 0.13359580052493439 0.59554779045125916 3.3875000000000006 2.1000000000000005 1.5280000000000002 1.2195000000000003 1.2950000000000002 2.2360000000000002 2.3666666666666671 0.42304096869314262 6.2350000000000012
decision_type=2 2 2 2 2 2 2 2 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 4 5 8 -5 27 -1 -8 12 16 17 21 -15 -13 -12 -3 -19 -11 -21 -14 29 24 -18 -25 -10 28 -6 -9
right_child=-2 2 -4 6 7 -7 9 22 26 19 11 15 13 14 -16 -17 23 18 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0 -0.0021839239243590133 0.00028760892474293648 0.0080490943969344069 0.010418028194583087 -0.0038046409510124131 -0.002328498124994222 -0.0050280177004878059 0.0056325405868726478 0.020597330807956008 0.014228062571451225 -0.011638222614407038 3.4463194446405807e-05 0.0010291670872039145 -0.00022191036848675117 0.011347910890167763 -0.0086668348167439173 -0.00017339896853469785 0.0028667122922502921 0.017020969534083514 0.0096041504239222399 -0.0047511470773003456 -0.005161081207101746 -0.0019824416971517566 -0.004481705992418014 0.0072382012776759297 0.00034705232749404559 0.005455831530321322 0.0010464948733274297 0.00019980248322445972 -0.00063216880336697235
leaf_weight=8.846521124243738 771.52368187904358 266.68732638657093 24.426407441496849 35.859816074371338 80.040579676628113 9.8589563667774183 14.498079687356947 113.81766828894615 12.299837529659273 9.1507516205310839 8.6553656756877881 15.429552480578421 27.521979257464409 104.45125412940979 9.1321312040090543 42.533586978912354 73.613737672567368 84.580754727125168 7.0712363123893729 8.8385554552078265 10.462677136063574 94.672173872590065 22.458784624934196 86.431441143155098 24.732249528169632 73.443399250507355 8.7837914377450925 1020.3702826201916 220.79659299552441 22.095735654234886
leaf_count=38 3663 1159 99 148 355 42 63 464 52 39 38 68 122 460 40 188 324 372 30 38 45 419 92 381 107 309 37 4441 968 90
internal_value=2.43177e-05 0.000698786 -0.000388152 0.00134696 0.00110317 0.00719102 0.00591381 0.00093236 0.0106773 0.00190886 -0.000623837 -0.00204548 0.000135799 -0.00156648 0.00061593 -0.00616957 -0.00111045 0.00128514 0.00407324 0.00581241 0.00127892 -0.00368097 0.00354612 -0.000716932 0.0015838 -0.00219784 0.0147868 0.000611109 -0.00083074 0.00453687
internal_weight=3313.08 2541.56 943.383 1598.18 1519.37 39.7891 78.8099 1479.58 29.9302 42.9501 918.956 324.839 594.117 235.778 113.583 57.9631 266.876 358.339 91.652 28.452 19.3012 122.194 158.372 258.221 98.346 159.875 21.0836 1321.21 300.837 135.913
internal_count=14691 11028 4116 6912 6579 169 333 6410 127 185 4017 1415 2602 1041 500 256 1159 1561 402 122 83 541 646 1121 431 690 89 5764 1323 554
is_linear=0
shrinkage=0.0106442


Tree=79
num_leaves=31
num_cat=0
split_feature=47 99 35 48 143 111 84 48 49 79 137 35 141 5 149 103 16 136 143 79 137 145 17 49 26 114 5 77 77 40
split_gain=42.528 15.5461 15.5228 11.6992 15.0674 11.4495 10.855 9.6507 8.43443 7.74638 8.6256 8.18968 7.89487 8.2446 7.5849 7.37219 9.36418 7.77175 7.14408 10.1813 9.48198 7.00452 9.18896 9.10675 6.76442 6.74915 9.8032 9.18257 6.70154 8.64822
threshold=1.8250000000000004 0.72902097902097907 6.9750000000000005 2.3850000000000002 -1.7974999999999997 9.4500000000000011 0.019374999999999951 2.0350000000000006 2.0750000000000006 3.2144061295847015 14.050000000000002 6.0450000000000008 -0.81349999999999989 1505.1978965646392 0.50980383840885701 0.62550000000000006 1.5000000000000002 8.0500000000000025 -0.66449999999999998 2.8312806535352792 6.9500000000000011 0.45460000000000006 1.0000000180025095e-35 3.1050000000000004 0.42387500000000006 0.29150000000000004 1466.5421517391289 1.2583333333333335 0.86190476190476206 2.0150000000000001
decision_type=2 2 2 2 2 2 2 2 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 5 -1 7 15 -9 11 12 25 -11 -14 -8 21 17 -17 19 -2 -20 22 -3 -23 -22 27 -27 -6 -26 -30
right_child=18 2 -4 -5 9 -7 14 8 -10 10 -12 -13 13 -15 -16 16 -18 -19 20 -21 24 23 -24 -25 28 26 -28 -29 29 -31
leaf_value=0.01421443468373196 -0.0052728779620162388 0.0030320802594700257 0.0079571346421156031 0.0039142649387620574 0.0016702115472021282 0.00057832408754191769 -0.0069839499955589562 0.00065616697682355923 0.0060681933104840989 -0.0054495895570606566 0.0078318185852404923 0.011477233430081992 0.0063838561668562209 0 -0.0015788466086286816 -0.0035000115031414325 -0.0091234625142847386 0.0010372321221441307 -0.0031998324512283204 0.0040127131620325239 -0.0042470725926718241 -0.0023631400751603178 -0.0013026961679924308 0.0079815806968101706 0.003236960224475457 0.0083347817268991826 0.00059060734356023771 -0.0042647972376767991 -0.012495389671813815 -0.00032288103264067002
leaf_weight=17.185319513082508 131.7926380187273 136.84555321931839 24.445592120289803 179.33674241602421 45.969593435525894 14.595729500055311 44.190580293536186 142.85003970563412 44.689286693930626 14.686265379190443 35.314247325062752 7.7979188114404669 40.585845917463303 51.77950556576252 111.81547118723392 99.455197632312775 21.970584630966187 70.191590845584869 260.5994429141283 13.584762305021284 47.520936965942383 147.72632466256618 89.075245246291161 9.9392814785242063 60.80435948073864 19.101414799690247 1098.1220704466105 74.132139205932617 6.8930862247943869 249.66500423848629
leaf_count=73 630 606 99 732 203 63 196 596 191 63 149 32 172 220 481 441 97 310 1242 63 227 659 394 46 288 83 4796 326 32 1181
internal_value=2.41732e-05 0.000691475 -0.000383647 0.00133237 0.000998734 0.00828208 -0.000616994 -7.9599e-05 0.00200176 0.000824344 0.00319182 0.000545222 0.00156316 0.0027918 -0.00317716 -0.000776447 -0.00248275 -0.00156087 -0.00216255 -0.00433301 -0.0016413 4.85665e-05 0.00127654 -0.00164446 -0.000499447 0.000467846 0.000732403 -0.00190578 2.86499e-05 -0.000690824
internal_weight=3312.66 2541.8 943.195 1598.61 1419.27 31.781 918.749 762.743 187.539 1387.49 142.366 1245.12 107.052 92.3654 156.006 575.204 191.617 169.647 770.86 145.377 625.483 383.586 225.921 157.666 364.883 1237.33 1117.22 120.102 317.362 256.558
internal_count=14691 11028 4116 6912 6180 136 4017 3340 787 6044 604 5440 455 392 677 2553 848 751 3663 693 2970 1705 1000 705 1728 5408 4879 529 1501 1213
is_linear=0
shrinkage=0.0106442


Tree=80
num_leaves=31
num_cat=0
split_feature=47 86 98 54 99 103 147 90 121 86 0 105 0 84 109 38 4 128 111 95 46 105 22 103 99 30 28 94 105 102
split_gain=41.6697 21.4975 15.0273 13.385 9.09931 9.70173 10.637 9.56019 8.91907 8.38448 8.36325 10.0336 7.65488 7.55354 7.54351 7.44332 7.23398 7.05193 9.77202 8.95652 10.7127 8.46507 8.22783 11.1951 13.415 7.95559 10.7486 8.12722 7.88387 10.1356
threshold=1.8250000000000004 3.4246212121212127 0.66025641025641035 1.3550000000000002 0.65108695652173931 0.65050000000000019 0.43032683582591164 -0.38041666666666657 0.7320000000000001 3.2076149425287359 1421.5039183665556 0.65050000000000019 1749.3419906324441 0.019374999999999951 1.0000000180025095e-35 0.29225104331806023 1704.4687685416313 0.3665000000000001 16.850000000000005 -8.2499999999999964 3.1350000000000002 0.50450000000000006 0.2678571428571429 0.72150000000000014 0.71008403361344552 0.12376043200785466 4.5634920634920642 5.5500000000000007 1.0835000000000001 0.72450000000000003
decision_type=2 2 2 2 2 2 2 2 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 17 4 7 13 -7 -4 -8 16 11 -9 -5 -6 -12 -11 -2 19 22 20 -1 -20 23 -19 -25 26 27 -21 29 -27
right_child=9 -3 3 12 5 6 8 10 -10 15 14 -13 -14 -15 -16 -17 -18 18 21 25 -22 -23 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.012430331167742097 -0.0024859523427620102 0.0048572383627161252 -0.0066164099569748901 0.00081424813092468337 -0.00024161000030367176 -0.008388850631532805 0.0053916430407129753 0.01103274695933666 -0.0032406701809941313 -0.00096094146858373268 0.004138445178896253 0 0.0075239897411402724 -0.0049227595834931952 -0.00082783004490415569 0.012260787883058576 0.0042512402386613822 -0.0030048811352785089 0.010147586391161105 0.0094417163785092927 0.0025076268592043919 0.0016461262235416786 -0.0018232588340701037 0.0066460555640388049 -0.0030073163928403404 -0.00058106819555377891 -0.0051770192591834548 0 -0.001078901838831378 0.0035370013521053814
leaf_weight=20.276235803961754 736.13058000802994 133.06603945791721 19.679537862539291 416.1290492862463 323.38053798675537 46.136936500668526 14.217901617288588 19.348296865820885 137.54635618627071 8.208628177642824 43.620563253760338 19.398207724094391 20.787322357296944 45.453703463077545 164.8807131499052 8.4788774102926237 17.383895590901375 37.288023412227631 16.901748433709145 12.077337414026259 41.1070856153965 87.38994200527668 221.01059643924236 58.384965047240257 20.920893535017967 78.502958938479424 41.519159123301506 82.391943350434303 65.921066001057625 354.7112121284008
leaf_count=88 3508 548 87 1761 1446 208 63 85 614 36 193 86 85 203 730 37 82 161 73 52 177 377 960 251 91 342 181 363 283 1520
internal_value=2.40001e-05 0.000684293 0.000449435 -0.000339756 -0.00113704 -0.00190388 -0.0038207 0.000451788 -0.00236282 -0.00214167 0.00105681 0.00560739 0.00115749 -0.000846944 0.000160841 0.00512822 -0.0023166 0.00133947 0.000260203 0.00200915 0.00595624 0.0031245 -0.000593547 0.00164745 0.00396719 0.00161115 -0.000611227 0.00128437 0.00223765 0.00276654
internal_weight=3312.25 2542.05 2408.98 1270.58 833.663 566.735 197.901 266.927 151.764 770.202 247.248 38.7465 436.916 368.834 208.501 16.6875 753.514 1138.4 441.896 696.507 61.3833 104.292 337.604 116.594 79.3059 635.124 135.988 94.4693 499.135 433.214
internal_count=14691 11028 10480 5561 3715 2534 885 1181 677 3663 1094 171 1846 1649 923 73 3590 4919 1913 3006 265 450 1463 503 342 2741 596 415 2145 1862
is_linear=0
shrinkage=0.0106442


Tree=81
num_leaves=31
num_cat=0
split_feature=47 86 54 86 40 31 30 53 0 86 41 80 85 35 6 138 118 30 85 56 85 147 27 98 11 35 42 54 42 122
split_gain=34.6836 21.1432 13.3354 10.4283 10.5231 10.3244 10.3527 13.0102 13.5318 9.47329 9.39657 9.37543 9.34535 9.89592 9.29165 10.1234 9.20411 9.62368 8.11922 8.03134 7.93411 7.85755 7.76624 7.87751 13.457 7.6742 7.51235 9.75372 8.27268 7.41829
threshold=1.7150000000000001 3.3279569892473124 1.4850000000000001 3.4428104575163405 2.5050000000000003 0.12917130144605118 0.13596116504854369 2.4950000000000006 1450.3347744287755 2.9534632034632042 1.6950000000000001 0.078767816259205106 0.057733795150915257 4.8350000000000009 1484.1666872712942 3.5000000000000004 1.6335000000000004 0.21073190789473681 -0.19888888888888887 1.8650000000000004 0.23470085470085458 0.43375685993796237 0.64612500000000006 0.45804195804195807 1.9666666666666668 3.3250000000000006 4.535000000000001 1.2550000000000001 5.1950000000000012 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 2 2 2 2
left_child=1 2 5 10 -5 21 7 -7 -9 12 14 18 13 -8 -2 -16 -11 -18 -12 -14 22 25 23 24 -4 -1 27 -20 -28 -27
right_child=3 -3 20 4 -6 6 9 8 -10 16 11 -13 19 -15 15 -17 17 -19 26 -21 -22 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=-0.0049351157561896399 0.0046302926659915807 0.0044629154518416913 0.0036723222686826074 -0.0012794258165930213 0.014714710160148132 -0.0011825792488948325 0.0010522152332455713 -0.0020513752648505528 0.013705481058059599 0.0074185818013953846 -0.0086205631526625054 -0.00019026281221600153 -0.0057566425602407238 0.0075418310888127841 0 -0.0065881613896861648 -0.0036489903274023695 0.0064448297559963974 -0.00176511511576416 0.0015141620904594178 -0.0071263975394425753 -0.0001738356468191496 -0.0053463261583045329 0.0041024346329415354 -0.012579490429098561 0.0056315798091320091 -0.0094505650160533368 0.0067856425692700475 -0.00071111803319223092 -0.0027635224604700493
leaf_weight=95.537964686751366 11.428741231560705 171.29480558633804 14.703276351094248 7.4620156139135387 8.9790243059396726 378.8410952091217 714.08681347966194 9.2452286928892153 13.985254839062689 54.893758535385132 23.435785472393036 498.22214515507221 41.396806761622429 28.356704518198967 33.4413932710886 103.12471841275692 24.007636621594429 18.864589631557465 304.81448662281036 26.291829645633698 8.3067954182624799 349.31564389169216 10.876664534211157 232.31431253254414 9.0213120430707914 18.159481137990952 30.297225207090378 15.479110568761824 25.345362931489944 34.642458155751228
leaf_count=426 56 707 60 32 38 1667 3097 42 63 235 110 2341 181 119 166 510 103 80 1422 114 34 1522 45 948 37 79 142 70 119 149
internal_value=0.000109239 0.000859379 0.000557985 -0.00147304 0.00681734 0.000219333 0.00071997 -0.000684705 0.00698293 0.0013536 -0.00161344 -0.00118723 0.000959387 0.00131421 -0.00412754 -0.00493728 0.00451291 0.000547743 -0.00240468 -0.00277748 0.00274408 -0.0010774 0.00309058 0.00348996 -0.00206519 -0.00313442 -0.00198927 -0.00131912 -0.00565829 0
internal_weight=3316.17 2254.14 2082.85 1062.03 16.441 1807.63 1309.97 402.072 23.2305 907.898 1045.59 897.594 810.132 742.444 147.995 136.566 97.766 42.8722 399.372 67.6886 275.222 497.656 266.916 256.039 23.7246 148.34 375.936 320.294 55.6426 52.8019
internal_count=14714 9708 9001 5006 70 7877 5701 1772 105 3929 4936 4204 3511 3216 732 676 418 183 1863 295 1124 2176 1090 1045 97 654 1753 1492 261 228
is_linear=0
shrinkage=0.0106442


Tree=82
num_leaves=31
num_cat=0
split_feature=47 86 54 86 40 31 120 8 143 122 131 80 96 103 86 122 111 6 133 119 47 95 3 85 131 10 149 111 85 27
split_gain=33.9663 20.6753 13.0381 10.1866 10.2682 10.1104 9.19041 9.41348 9.07004 9.17658 8.65 10.8033 10.9296 16.0548 9.47242 10.0068 9.03141 15.9013 9.10241 8.67443 9.14249 8.30293 11.6727 11.4885 10.9174 13.5213 7.98562 7.89185 7.77219 7.60693
threshold=1.7150000000000001 3.3279569892473124 1.4850000000000001 3.4428104575163405 2.5050000000000003 0.12917130144605118 2.7320000000000007 2.7928571428571431 0.66100000000000014 2.5530000000000004 0.78900000000000015 0.078767816259205106 3.5000000000000004 0.34950000000000003 2.6837719298245619 1.1715000000000002 19.550000000000004 1521.7959246721591 1.0500000000000003 0.45000000000000007 2.0150000000000001 -2.2499999999999982 1507.7920446097899 0.13718954248366008 0.95000000000000007 1.1833333333333336 0.57302186860974946 10.450000000000001 0.23470085470085458 0.64612500000000006
decision_type=2 2 2 2 2 2 2 2 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 10 -5 21 7 8 9 -7 -2 16 19 -14 15 -15 -12 -18 -19 -13 -21 -1 23 26 -24 -26 -23 -10 29 -4
right_child=3 -3 28 4 -6 6 -8 -9 27 -11 11 12 13 14 -16 -17 17 18 -20 20 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0036912072526109306 -0.003402047476973597 0.0044122498646042051 0.003451236639965825 -0.0012662259232198063 0.014509188882938812 0.0014416438147827604 0.0070279157533337019 -0.0038414093109379053 -0.0021720570396215238 -0.0094598012076400097 -0.0031952209831177885 0.0061172368769911219 0.013679633531717951 0.0040709703246889963 0.0086142191782250157 -0.0018173305317300268 -0.0022506611086382578 0 0.017215107685890373 0 -0.0038932787137763167 -0.0048096978716394645 -0.0011694565862248631 0.0063978907963844582 0.0063357692539757014 -0.0012043360268806317 3.0247583148213142e-05 0.0011248774286118375 -0.0070578963330357094 -0.0052945690134003536
leaf_weight=107.75741764903069 237.77100795507431 171.41687552630901 256.15470100939274 7.4595616310834911 9.0091195702552778 894.37752941250801 25.888869687914848 51.649630829691887 187.67912958562374 8.5952503532171232 295.98493687808514 16.40844663977623 12.793396934866903 50.094208359718323 17.220329195261002 93.147682160139084 34.756224125623703 6.5744242668151847 9.3712663203477842 148.13842187821865 122.65852428972721 111.29920683801174 97.972422078251839 14.847651109099386 73.810441419482231 39.16840760409832 52.636625558137894 142.00332245230675 8.2981862723827344 10.866140633821486
leaf_count=474 1136 707 1045 32 38 3897 110 223 818 37 1385 78 60 238 77 437 163 31 43 691 597 491 428 65 320 170 228 616 34 45
internal_value=0.000107919 0.000850064 0.000551884 -0.00145853 0.00672653 0.000216917 0.000712258 0.000576778 0.000770417 0.00132625 -0.00159758 -0.00105302 0 0.00212688 0.0011404 0.000168662 -0.00247228 0.00154113 0.010464 -0.00125808 -0.00174372 -0.00106652 -0.0003139 -0.0023366 0.00135062 0.00362883 -0.00319168 -0.00072015 0.00271309 0.00305604
internal_weight=3315.81 2254.42 2083 1061.39 16.4687 1807.69 1310.19 1284.3 1232.66 902.973 1044.92 807.148 460.461 173.256 160.462 143.242 346.687 50.7019 15.9457 287.205 270.797 497.492 389.735 178.783 210.951 112.979 163.936 329.682 275.319 267.021
internal_count=14714 9708 9001 5006 70 7877 5701 5591 5368 3934 4936 3800 2178 812 752 675 1622 237 74 1366 1288 2176 1702 784 918 490 719 1434 1124 1090
is_linear=0
shrinkage=0.0106442


Tree=83
num_leaves=31
num_cat=0
split_feature=47 54 31 30 53 0 95 136 0 3 9 139 26 30 11 110 119 110 52 108 115 137 138 46 30 39 30 105 79 0
split_gain=33.2489 18.6173 11.7295 9.85218 9.91515 10.5977 9.41926 8.62705 9.13202 8.30657 8.30181 8.05854 7.8152 7.29058 7.9963 8.30252 11.8224 10.6271 8.23738 10.2834 9.94869 7.37309 7.23901 7.20534 6.85496 12.2887 7.18251 7.69082 6.7135 11.2119
threshold=1.7150000000000001 1.4850000000000001 0.12917130144605118 0.13596116504854369 2.4850000000000008 1450.3347744287755 -2.2499999999999982 3.2500000000000004 1499.9034006104112 1443.5729754481556 1.8619047619047622 1.0000000180025095e-35 0.37683333333333335 0.11242977528089886 0.96666666666666667 8.5500000000000025 1.3665 16.150000000000002 2.0650000000000004 1.5000000000000002 1.2915000000000003 12.850000000000003 11.500000000000002 4.6950000000000012 0.12204431204617387 0.39160428377376821 0.11933452006024915 0.49250000000000005 3.2324586768169588 1641.7874180916881
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 22 8 -8 10 11 -9 -2 14 15 -14 -17 -18 -16 20 21 -20 -1 -11 25 26 27 -15 -5 -30
right_child=12 -3 3 28 5 -7 7 9 -10 23 -12 -13 13 24 18 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0043974806266017259 -0.0068568544471735255 0.0032793499586015293 -0.00082152182522220413 0.0012506201485023569 -0.0019288458335381404 0.010811534684362491 0.013147601296077413 -0.0092504950503683181 0.0010105329436020996 0.00041776011342736715 0.00029458796718206964 0.0011381589773747107 -0.0031635790015027208 -0.005685700781628578 -0.0083680612197600101 -0.001016188073832022 0.015401405665964487 0 0.0023775649328285501 -0.0084453880699700435 -0.0067318868931277994 -0.0046327707687716171 0.0054722744346797905 -0.0091428869448550391 -0.0010476321210463706 0.012277372316070775 0.0058336254158745712 0.0029548199450002213 0.0061711214277224216 -0.0032887446308000304
leaf_weight=106.39053282141685 30.247111514210701 307.68858613073826 401.2663300037384 899.70254004001617 10.617524549365045 17.728147715330124 10.639104947447775 34.22670029103756 27.481478780508041 295.39917424321175 27.428914904594421 8.9648869186639768 59.322013780474663 26.562310993671417 41.318876922130585 33.191657111048698 12.097275450825693 7.9467266947031012 64.978745400905609 29.254638150334358 28.243479460477829 22.624606490135193 8.2250157594680768 9.1821988821029645 654.407345443964 11.849034413695334 19.548264697194099 19.13471893966198 73.773365914821625 16.013226225972176
leaf_count=467 144 1254 1760 3886 48 79 46 151 119 1287 119 39 285 126 205 160 57 38 304 138 133 106 36 39 3073 55 92 90 310 68
internal_value=0.000106732 0.000840791 0.00045004 0.000957532 -0.000368845 0.00566917 -0.000894229 -0.000119172 0.00467312 -0.000634035 -0.00392726 -0.00685129 -0.00144373 -0.00127466 -0.00268732 -0.000343733 0.00260141 0.0091154 -0.00404605 -0.00274301 -0.00121242 0.00044729 -0.00359766 9.50868e-05 -0.000682933 0.00227668 0.000299662 -0.00183805 0.00154402 0.00436712
internal_weight=3315.45 2254.73 1947.04 1419.1 429.612 28.3457 527.938 413.322 38.1206 375.202 70.6205 43.1916 1060.73 1030.48 298.978 112.558 53.2357 20.044 186.42 145.101 115.847 87.6034 114.616 304.581 731.502 77.0943 65.2453 45.697 989.489 89.7866
internal_count=14714 9708 8454 6151 1887 127 2303 1800 165 1635 309 190 5006 4862 1426 540 255 95 886 681 543 410 503 1326 3436 363 308 216 4264 378
is_linear=0
shrinkage=0.0106442


Tree=84
num_leaves=31
num_cat=0
split_feature=51 86 93 122 131 136 108 46 96 41 31 118 7 31 145 143 86 134 89 86 150 41 15 136 17 102 41 121 86 149
split_gain=42.4788 20.632 15.2084 14.6514 14.5704 13.589 11.982 13.6141 11.6949 10.3801 9.71849 9.63141 9.28527 8.81171 8.30588 8.39579 8.11514 11.6692 10.1781 19.1974 9.65905 8.91761 8.44897 8.47334 7.91533 7.8428 7.435 7.41924 7.41793 7.30192
threshold=1.1850000000000003 3.4558441558441566 11.400000000000002 1.2650000000000001 1.3875000000000002 5.9500000000000011 1.0000000180025095e-35 3.4550000000000005 4.5000000000000009 3.4850000000000008 0.087609649122807012 1.2250000000000003 -54.47152723063072 0.10231746599856832 0.17305000000000001 0.063500000000000015 2.8837994214079079 0.38900000000000007 1.0000000180025095e-35 2.3150375939849632 0.54565303691941258 2.1350000000000002 0.22500000000000003 29.150000000000002 1.0000000180025095e-35 2.1120000000000005 2.2050000000000005 0.95000000000000007 2.8596059113300498 0.57888813010597684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 8 -4 10 28 11 16 -2 -1 -7 -6 15 -12 18 25 22 -20 21 -21 26 -24 -19 -18 -5 -25 -8 -3
right_child=1 29 5 9 13 12 7 -9 -10 -11 14 -13 -14 -15 -16 -17 17 24 19 20 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022407644015958721 -0.0074580777367520756 0.0097267806347168251 -0.0026122788449031999 0.015958020874457864 0.0083559618690650789 0.011560389931596174 -0.0074407294300204837 0.0042416959031143743 0.0019829566825418196 0.014175792254478655 0.01124610953756504 -0.0082292008853157936 -0.00015738837733007564 0.00066925267816838761 -0.0018416588702737876 -0.00091941281320211728 0.0049426143833393825 0.0021504560703937991 -0.0072363416844330002 -1.943697840532573e-05 -0.0020916732212471205 0.0066891300661522431 0.0018157166853531878 0.0051303536849155633 -0.0072387748049607906 -0.002171131633392589 0.0011308951531254609 -0.0054960405072699108 0 0
leaf_weight=131.74724081158638 33.996914431452751 25.123351007699966 329.83620744943619 9.0651893466711062 19.294723600149155 7.7307494133710852 123.66602259874344 13.41148006916046 48.969730347394943 7.7171421051025382 11.409011691808702 43.36457647383213 792.57024759054184 178.29851305484772 333.59631538391113 11.518494024872778 195.25246326625347 21.425850227475166 43.652362644672394 41.757021710276604 70.554828509688377 41.927710935473442 656.66763435304165 8.643374174833296 17.738265722990036 17.141215249896049 9.5687628984451276 33.12566727399826 16.300605744123459 12.195737034082411
leaf_count=579 162 105 1522 39 83 35 589 59 211 31 52 190 3632 765 1549 53 814 89 190 182 300 176 2786 37 74 71 40 142 73 51
internal_value=-0.000162961 -0.00133065 -0.00151023 0.00108262 -0.000601003 -0.000793704 -0.00297977 -0.00553862 -0.00247662 0.00169615 -0.00194791 -0.00378366 -3.10862e-05 0.00147295 -0.00139305 0.00467667 0.00160459 0.0033194 0.00112166 -0.000981876 0.000720215 0.00321631 0.00171681 0.00150995 -0.00183422 0.0043191 0.0089072 -0.00304589 -0.00655073 0.00644388
internal_weight=3307.27 1711.36 1674.04 1595.91 421.675 1130.14 543.899 153.378 224.082 1174.24 390.521 175.112 800.301 197.593 356.524 22.9275 1166.52 251.558 914.963 197.892 154.24 83.6847 717.071 698.437 39.1641 212.394 18.634 41.769 139.967 37.3191
internal_count=14681 7882 7726 6799 1828 5189 2537 721 980 4971 1816 769 3667 848 1654 105 4940 1048 3892 848 658 358 3044 2965 163 885 79 179 662 156
is_linear=0
shrinkage=0.0106442


Tree=85
num_leaves=31
num_cat=0
split_feature=51 86 93 136 0 79 108 46 148 140 26 41 50 90 23 86 27 90 93 141 79 85 91 86 55 5 7 141 135 120
split_gain=41.5979 20.1803 14.9175 13.3177 12.3265 12.1476 11.7675 13.3768 10.3607 9.52281 9.42464 8.81495 9.46456 8.262 8.07919 8.15661 10.0761 8.39285 9.82386 9.20539 8.89358 8.25421 7.8755 7.79299 7.76236 9.56466 8.8706 9.23958 7.87849 7.48049
threshold=1.1850000000000003 3.4558441558441566 11.400000000000002 5.9500000000000011 1367.0843195573268 2.526178411230692 1.0000000180025095e-35 3.4550000000000005 0.25687991651672271 1.0000000180025095e-35 0.42527777777777781 2.0750000000000006 1.2450000000000003 0.029166666666666653 3.2916666666666674 2.7470930232558142 0.64316666666666678 0.058749999999999955 22.050000000000004 1.8740000000000003 2.6906999843170061 0.057733795150915257 0.23541666666666664 2.3291666666666671 1.7350000000000001 1485.0183418363802 27.480370575754936 0.13100000000000003 -1.0000000180025095e-35 2.3875000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 -4 8 11 9 22 -5 -2 -7 13 -13 23 15 16 21 19 -19 20 -17 -12 -8 -1 25 -6 27 -26 -27 -16
right_child=1 -3 3 4 24 10 7 -9 -10 -11 14 12 -14 -15 29 17 -18 18 -20 -21 -22 -23 -24 -25 26 28 -28 -29 -30 -31
leaf_value=-0.0035871219630410696 -0.0025054751116410966 0.0063659659760509921 -0.0025869037061112803 0.014247505503482 -0.003436903221251683 -0.0018971790703951046 -0.0072410392961840203 0.0041912232415951701 0.00077249666319123209 0.0028839412515643541 0.00098954067967169058 0.012381337277992323 -7.074274223813499e-05 -0.0099946958363354189 0.0024653564813324281 0.010819018057331905 -0.0078897496420275263 0.0025910788877222162 0.010141677165302242 -0.0097234763642264892 0.0012209200208185219 -0.004083378210805527 0.0015237145297223751 0.0051136447724502484 -0.0028713029041271434 -0.00045426481796172777 -0.0065810164251675898 0.001342505410589054 0.0023735687843191309 0.0077645824690471118
leaf_weight=65.232775717973709 350.4329494535923 37.366856709122658 329.52796341478825 12.265559241175653 61.11182028055191 90.724254325032234 128.96073353290558 13.428422167897223 17.525796353816986 39.802160203456879 689.35354758799076 7.9406545460224143 41.684943720698357 19.670790746808052 269.02384060621262 12.058390140533445 15.608680710196493 63.237679049372673 32.435773327946663 7.8796686679124823 193.27387122809887 37.709608808159828 10.641075938940046 13.372660532593725 128.62649188935757 203.10985761880875 37.936684817075729 105.06320318579674 234.64761030673981 36.984779715538025
leaf_count=294 1631 156 1522 55 276 391 612 59 81 185 2943 34 178 89 1136 51 66 266 134 33 810 162 50 59 616 913 177 496 1053 153
internal_value=-0.00016121 -0.00131727 -0.00149514 -0.000785486 -3.06187e-05 0.00107103 -0.00295168 -0.00549126 0.00667256 -0.00192889 0.0013719 -0.00180425 0.0017103 -0.00368572 0.0015981 0.00113938 0.000517089 0.00260163 0.0052606 0.00135928 0.00183568 0.000711999 -0.00649779 -0.00197343 -0.000303416 0.000468392 -0.00175955 -0.000931942 0.00103755 0.00314012
internal_weight=3306.64 1710.45 1673.08 1129.81 800.287 1596.19 543.265 153.03 29.7914 390.235 1448.29 147.902 49.6256 98.2762 1357.57 1051.56 742.672 308.885 95.6735 213.212 205.332 727.063 139.602 78.6054 770.496 498.869 271.626 233.69 437.757 306.009
internal_count=14681 7882 7726 5189 3667 6799 2537 721 136 1816 6145 654 212 442 5754 4465 3171 1294 400 894 861 3105 662 353 3531 2242 1289 1112 1966 1289
is_linear=0
shrinkage=0.0106442


Tree=86
num_leaves=31
num_cat=0
split_feature=51 86 93 122 131 108 46 93 118 27 7 31 31 4 52 55 110 4 145 26 118 145 143 138 91 100 122 5 93 27
split_gain=40.7266 19.7439 14.6234 14.2034 14.2367 11.5566 13.1419 10.6841 11.9931 9.95796 9.67109 9.55942 8.60658 9.41737 8.58499 9.7366 10.9649 8.71768 8.55334 8.52687 8.71467 8.11376 8.19146 7.98729 7.75613 7.7256 10.8508 7.71662 7.38919 7.37127
threshold=1.1850000000000003 3.4558441558441566 11.400000000000002 1.2650000000000001 1.3875000000000002 1.0000000180025095e-35 3.4550000000000005 20.550000000000004 1.2250000000000003 0.65050000000000008 -54.47152723063072 0.087609649122807012 0.10231746599856832 1588.2329584484626 2.8650000000000007 1.7350000000000001 3.1500000000000008 1473.0023773383252 0.94535000000000013 0.42683333333333334 1.1000000000000003 0.17305000000000001 0.063500000000000015 4.5000000000000009 0.23541666666666664 0.90000000000000013 0.97500000000000009 1478.0090883903097 17.550000000000004 0.42050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 7 11 24 8 25 19 -4 -2 -6 23 15 16 17 -12 27 20 -5 22 -13 -14 -7 26 -1 -17 -20 -21
right_child=1 -3 10 9 12 6 -8 -9 -10 -11 14 21 13 -15 -16 18 -18 -19 28 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002681582269105902 -0.0073847704535190111 0.0062903976488787932 0.0090457162625806071 0.0064020134223590026 0.008244815201500548 -0.007184449680226467 0.004141447155987632 0.0028017585645066889 -0.008320120735239047 -0.0054561208148900383 -0.0033584653763685012 0.011107397916093604 0.0032042510770739262 0.0053288822913882443 -0.0084540780372810466 0.0039821228455990355 -0.00040542596021363853 0.0064116472816916834 -0.00089875460170854321 -0.00098297775293923169 -0.0048542673640524572 -0.0018037886198847737 -0.00089035549585794 -0.0023022212524902966 0.0015066264999234458 0.000612302145670875 -0.0086087636298637863 -0.0027941872326375837 0.011446520335205945 0.0022477608594500221
leaf_weight=41.41384245455265 33.868402346968651 37.412986397743225 11.055035695433615 9.0846547037363035 19.336467117071152 128.59497608244419 13.445075735449789 34.801852315664291 45.333228394389153 21.127727910876274 11.615962386131285 11.446679383516313 42.149464473128319 38.695285961031914 16.989786073565483 18.842574492096901 636.84644702076912 48.512933403253555 9.7211128920316714 82.078530743718147 38.787885963916779 333.13071544468403 11.506866648793219 97.507579669356346 10.64718374609947 67.516456976532936 34.846665576100349 366.34693452715874 9.5322057604789716 1023.7997998595238
leaf_count=183 162 156 50 39 83 612 59 149 199 89 52 52 181 165 74 90 2871 217 47 348 167 1549 53 419 50 296 153 1743 45 4328
internal_value=-0.000159408 -0.00130385 -0.00148005 0.00105949 -0.000598283 -0.00292325 -0.00544365 -0.00245375 -0.0034764 0.00166331 -0.000777383 -0.00190947 0.00145023 0.000654749 -0.000883862 -0.000757562 0 0.00434971 -0.00207135 0.00180278 -0.00249902 -0.00135923 0.00463567 -0.000565199 -0.00644453 -0.00187618 -0.00421692 -0.00243547 0.00466835 0.00199849
internal_weight=3306 1709.52 1672.1 1596.48 421.601 542.64 152.687 223.912 189.11 1174.88 1129.46 389.953 197.689 178.352 1118.41 1101.42 696.975 60.1289 404.443 1153.75 47.8725 356.084 22.9535 139.657 139.242 143.777 76.2605 385.19 19.2533 1105.88
internal_count=14681 7882 7726 6799 1828 2537 721 980 831 4971 5189 1816 848 765 5139 5065 3140 269 1925 4882 206 1654 105 600 662 632 336 1833 92 4676
is_linear=0
shrinkage=0.0106442


Tree=87
num_leaves=31
num_cat=0
split_feature=51 86 122 93 98 34 30 86 41 49 29 92 15 92 91 41 49 145 11 77 80 121 56 34 122 34 102 104 48 145
split_gain=40.3036 18.1726 16.5598 13.4416 12.8095 10.9613 12.1225 10.8091 10.6346 10.2094 9.85907 9.81088 10.0852 9.3347 10.5364 9.82936 11.1008 9.1778 8.65826 8.52941 8.27316 9.21947 9.18708 9.75717 8.31199 8.0814 11.0917 8.28512 7.86961 7.35029
threshold=1.1950000000000001 3.5327702702702708 1.3660000000000003 26.550000000000004 0.60990338164251223 6.8750000000000009 0.14902948861515489 3.2828571428571434 2.0050000000000003 3.7950000000000004 3.0500000000000003 -0.41583333333333328 0.55000000000000016 -0.33791666666666659 0.09166666666666666 2.2150000000000003 1.7050000000000003 0.18395000000000003 0.93095238095238109 2.5916666666666672 0.071160648519139058 1.7890000000000004 1.7150000000000001 1.5350000000000004 0.69600000000000006 1.885 0.48750000000000004 0.77050000000000007 2.5850000000000004 0.17305000000000001
decision_type=2 2 2 2 2 2 2 2 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 5 6 -1 -4 29 11 -11 12 -2 -10 15 19 -17 -5 25 -15 22 -22 -13 -24 -23 26 -12 -27 -9 -6
right_child=1 -3 7 17 8 -7 -8 28 13 10 18 20 -14 14 -16 16 -18 -19 -20 -21 21 24 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00098601198251331438 -0.0095508396233710824 0.0070417127164570789 0.0014141499445327196 -0.00670022256486632 0.0025930064169043788 0.011718495958756313 0.0044036814396368109 0.0034826033333586891 -0.0062628687773989824 -0.0073761635869857472 0.015853827872604701 -0.0040251106214538894 0.0035838741219150335 0.00074008059873119565 0.0093620005503603325 0.0053143858446446993 -0.0052171523328278843 0.0052274048042392123 -0.0040190969701099913 0.010517066024394743 -2.5385668592525695e-05 0.0062618036195339405 0.0096370545320456427 -0.0015254300332188933 -0.0050871636533547978 -0.00016837198705022961 0 -0.011306242813863391 0.011332494648848815 -0.0047358432566808302
leaf_weight=122.2766514569521 6.9324792772531501 28.401325792074203 1016.4896908849478 7.8338699191808692 15.670548185706137 11.799845293164251 75.116539523005486 90.953813448548317 25.443530142307281 60.201392769813538 7.9067730456590679 238.49727988243103 73.279924228787422 107.24423535168171 14.351819843053816 13.074699521064757 59.657689452171326 50.754659667611122 154.19693259894848 11.629552960395811 499.74852158129215 7.3271009624004355 8.9412756860256177 290.55913457274437 73.327836021780968 71.295084521174431 12.321678593754767 8.7745992839336378 19.631189003586769 129.39781475067139
leaf_count=531 32 118 4313 35 69 49 320 374 109 299 38 1103 334 467 61 54 253 227 756 50 2306 34 39 1296 338 349 60 43 79 576
internal_value=-0.000115193 -0.00133259 0.00101616 -0.00149057 -0.000421357 0.00166592 0.00101184 0.00177245 -0.00160907 -0.00168892 -0.00341413 -0.00122721 0.00231788 -0.000145165 0.000559656 -4.49027e-05 -0.00317969 0.00345347 -0.00243567 0.00178484 -0.00149085 -0.000585517 -0.00244804 -0.00115715 -0.00392608 0 0.0060099 -0.00151998 0.00497101 -0.00387184
internal_weight=3313.04 1600.3 1712.74 1571.9 585.663 209.193 197.393 1127.07 376.47 1513.31 314.696 1198.61 80.2124 231.402 205.958 191.606 72.7324 58.5885 254.495 118.874 1118.4 580.403 537.998 299.5 80.6549 100.298 20.2285 80.0697 110.585 145.068
internal_count=14712 7407 7305 7289 2539 900 851 4766 1639 7027 1545 5482 366 994 885 824 307 262 1246 517 5116 2678 2438 1335 372 490 98 392 453 645
is_linear=0
shrinkage=0.0106442


Tree=88
num_leaves=31
num_cat=0
split_feature=51 86 122 40 93 135 108 92 4 86 123 101 86 56 9 9 80 85 50 122 26 26 85 137 31 136 86 122 3 31
split_gain=39.481 17.7804 16.1953 14.0553 13.1515 11.7781 13.6539 15.7008 11.8852 10.5748 9.96008 12.8848 10.1324 9.86635 10.7714 9.04358 8.92775 8.84959 8.42469 8.76875 8.33235 8.13459 7.87619 7.7652 9.5396 7.54735 9.50737 17.2675 9.51991 9.25
threshold=1.1950000000000001 3.5327702702702708 1.3660000000000003 5.6250000000000009 26.550000000000004 0.11250000000000002 2.5000000000000004 -0.43666666666666659 1541.146734142005 3.2828571428571434 1.3945000000000001 1.9000000000000001 3.5941176470588241 1.675 0.44761904761904764 1.1833333333333336 0.08149201090889617 0.34491228070175434 1.0650000000000002 1.2425000000000004 0.42683333333333334 0.50211111111111129 0.20097560975609763 4.5000000000000009 0.16015267175572517 9.4000000000000021 2.4110105580693819 1.4525000000000003 1492.3493117245605 0.10726270373921376
decision_type=2 2 2 2 2 2 2 2 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 10 5 25 7 8 -7 17 15 12 -12 16 -15 22 -9 20 -6 -20 -4 -3 23 -1 -25 26 -2 28 -28 -27
right_child=1 21 9 -5 18 6 -8 13 -10 -11 11 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 29 27 -29 -30 -31
leaf_value=-0.0070509985811239313 -0.0037693788706789355 0.011735944861375278 -0.0031683327516850673 0.0057138467331258403 0.014184449400995383 0.014105173553059989 -0.0045840920382717743 -0.0041651565850893447 -0.0014851175650096424 0.0049163846442831088 0.0010404507277334194 -0.0033129775823039537 0.013853424901993466 0.01443005724407868 0.0012691733141062761 -0.0052859140933078849 0.00012569333356368838 -0.0047938792730185288 0.011884528363230942 -1.860118512595327e-05 0.001767498503751739 0 0.009380332386149182 -0.0033049650139353312 0.0037574079715831646 -0.0044143292566207314 0.0038833460204510781 -0.0057288112153783934 -0.0020004763462157325 -0.00013885324604717174
leaf_weight=22.657631516456604 489.13309213519096 16.687168926000599 38.926506727933884 39.097491040825844 7.4532195925712577 16.065702632069591 71.170285061001778 86.995692372322083 6.7224959135055533 110.64585657417774 246.1572722941637 85.586746767163277 7.3914712220430365 7.6411307007074347 153.61479416489601 89.483242377638817 137.01171514391899 24.680115073919296 8.0061466395854932 43.196832954883575 953.20941239595413 11.750080689787863 7.9490101784467688 47.089845925569534 40.124311864376068 73.321797296404839 71.969186455011368 56.851305171847343 52.424548283219337 289.40945120155811
leaf_count=100 2305 69 168 164 34 74 330 409 31 453 1066 368 30 34 690 394 653 105 36 192 4040 49 34 208 175 345 327 257 240 1332
internal_value=-0.000113917 -0.00131939 0.0010055 -0.000416225 -0.0014759 -0.00167237 -0.000268234 0.000458802 0.00904562 0.00175317 -0.000874031 0.000221047 0.00145536 -2.18708e-05 0.00195787 -0.00271612 -0.00149386 0.00139865 0.00341082 0.00163767 0.00156327 0.00695791 -0.000675339 -0.00149834 0 -0.00231354 -0.0029913 -0.000833585 0.00131932 -0.00103202
internal_weight=3312.42 1599.42 1713 585.537 1570.99 1512.33 479.222 408.052 22.7882 1127.46 546.44 339.135 253.549 385.263 161.256 207.304 224.007 1016.82 58.6562 51.203 992.136 28.4372 117.821 109.872 87.2142 1033.11 670.378 181.245 124.394 362.731
internal_count=14712 7407 7305 2539 7289 7027 2221 1891 105 4766 2375 1464 1096 1786 724 911 1062 4313 262 228 4208 118 517 483 383 4806 3129 824 567 1677
is_linear=0
shrinkage=0.0106442


Tree=89
num_leaves=31
num_cat=0
split_feature=51 86 122 93 98 135 108 92 4 53 136 104 56 86 120 34 41 4 35 56 9 92 91 41 49 119 145 147 86 144
split_gain=38.656 17.4 15.8397 12.8761 12.5214 11.5525 13.3882 15.2949 11.5674 10.5942 11.5148 11.1261 12.4001 10.6571 14.3115 10.5523 10.3697 10.2907 9.66255 9.65773 10.48 9.15358 10.281 9.65302 10.8519 9.3445 8.92789 8.61223 8.4783 8.79332
threshold=1.1950000000000001 3.5327702702702708 1.3660000000000003 26.550000000000004 0.60990338164251223 0.11250000000000002 2.5000000000000004 -0.43666666666666659 1541.146734142005 1.925 22.750000000000004 0.76750000000000018 2.1250000000000004 2.8393548387096779 2.0500000000000003 6.8750000000000009 2.0050000000000003 1458.7006351286166 3.1150000000000007 1.675 0.44761904761904764 -0.33791666666666659 0.09166666666666666 2.2150000000000003 1.7050000000000003 2.5500000000000003 0.18395000000000003 0.41641356115479727 3.2921747967479678 0.010050000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 15 -2 7 8 -7 10 28 12 13 14 18 -1 -6 -13 -11 27 -21 -18 23 25 -25 -23 -5 -9 -4 -30
right_child=1 -3 9 26 16 6 -8 19 -10 11 -12 17 -14 -15 -16 -17 21 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0010076559055512907 -0.0022912476623829581 0.0068766403618419729 0.0027964085830503639 -0.0066524771640388679 -0.0038236812099265716 0.013885287566920554 -0.0045429109775646914 0.0012217626196227721 -0.0014700942207999824 0.0082979109049155907 -0.0025288869213540236 0.003046890942013204 0.0058767693983723182 0.0046063896996850432 -0.0055660720041910495 0.011501768405464479 -0.006205374165038636 -0.0019931485512543752 0.00019347918260397836 0.014212460910124104 0.0012551402304994018 0.00078464380649802029 0.0092410312933253712 0.0052366907433457769 -0.0051688257265512195 0.011941609202292779 0.0051165227579178562 -0.0030606238729890011 0.0094557821214694415 -0.00096516955388852
leaf_weight=197.38828015327454 1032.2136750966311 28.469896242022514 415.71318343281746 7.820154294371604 144.82767537236214 16.145967617630962 71.051655754446983 80.268407478928566 6.7189274430274954 19.263579711318016 38.959543004631996 57.840886294841766 75.30358225107193 68.158362030982971 44.935823380947113 11.835774108767508 25.400497406721115 206.41110856831074 147.51862467825413 7.6753538250923148 153.67855079472065 109.34143857657909 14.381430834531782 13.088075652718542 59.584451839327812 9.5659492164850217 50.903184473514557 143.60719758272171 44.408790558576584 9.3380865901708585
leaf_count=851 4806 118 1738 35 645 74 330 384 31 84 164 246 319 287 193 49 109 881 636 34 690 476 61 54 253 41 227 678 180 38
internal_value=-0.000112704 -0.00130607 0.000994636 -0.00146113 -0.000411521 -0.0016558 -0.000264987 0.000454115 0.00891417 0.00173381 0.00288029 0.000775857 0.00201521 0.000938735 -0.000192434 0.00165146 -0.00158677 -0.000850251 0.00119246 -2.07861e-05 0.00193653 -0.000141162 0.000555773 -4.144e-05 -0.00315045 0.00177045 0.00337057 -0.00147835 0.00335153 0.00745001
internal_weight=3311.82 1598.55 1713.27 1570.08 585.414 1511.36 479.146 408.094 22.8649 1127.85 508.42 619.432 355.18 279.876 211.718 209.224 376.19 264.252 166.782 385.23 161.354 231.362 205.961 191.58 72.6725 118.907 58.7233 223.876 469.46 53.7469
internal_count=14712 7407 7305 7289 2539 7027 2221 1891 105 4766 2120 2646 1519 1200 913 900 1639 1127 720 1786 724 994 885 824 307 517 262 1062 1956 218
is_linear=0
shrinkage=0.0106442


Tree=90
num_leaves=31
num_cat=0
split_feature=51 86 86 41 98 7 90 91 29 131 92 54 84 56 7 39 114 136 7 36 132 29 84 138 123 108 141 27 30 36
split_gain=32.3647 13.9341 13.5143 10.0181 10.2978 11.8359 9.87714 10.9615 9.45046 8.88659 8.57747 8.42694 9.23897 9.37933 9.34742 8.813 8.67389 8.90418 8.37276 7.92576 7.8697 10.6434 9.33572 7.80044 7.78115 7.7064 7.54745 7.47395 12.4674 7.36945
threshold=1.175 3.5327702702702708 2.8019607843137257 1.8150000000000002 0.78759398496240618 25.594458676925345 0.093333333333333254 0.28375000000000011 5.7071428571428582 0.61250000000000016 -0.036666666666666646 1.5750000000000004 0.034017857142857051 1.4450000000000001 -13.039766609679303 0.1476307606983229 2.2915000000000005 27.050000000000004 4.8184567615585374 4.9450000000000012 1.3540000000000003 3.0500000000000003 0.0098529411764705019 3.5000000000000004 1.3515000000000004 3.5000000000000004 0.50500000000000012 0.56527777777777788 0.12974987974987973 1.9850000000000001
decision_type=2 2 2 2 2 2 2 2 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 6 20 5 29 7 11 -8 -4 -3 12 16 -14 -15 -13 17 -1 -18 -11 21 -2 27 -21 -6 26 -7 -22 -29 -5
right_child=1 10 9 4 24 25 8 -9 -10 19 -12 15 13 14 -16 -17 18 -19 -20 23 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010273713253289541 -0.0048634970912303493 0.011271378960017227 -0.0017196386438694748 -0.0015781879314871944 -0.00066321713859168188 -0.0021639905187914735 -0.0038576390465517546 -0.0067986856838373961 0.0049201471248980716 0.0025999099910360866 0 -0.0006310635739831174 0.0029076855319656409 0.0024392510266245575 -0.006851593891825567 0.0060817511953979294 0 -0.0032675219248993977 0.0064726154036585893 -0.00025319963817224092 -0.0045230144410332244 -0.000619608511709387 -0.011117616639202649 0.0084912635625826721 -0.0040644566974782905 0.0028695412325969753 -0.0089284473949855312 0.013402425638420513 -0.0064181150973482304 0.00092938377174255505
leaf_weight=676.78265792131424 89.26501601934433 16.493073880672455 38.306782737374306 163.994996920228 178.74451924860477 61.593442991375923 91.399600312113762 20.238251224160194 15.434684857726095 253.9318830370903 16.136748418211937 28.494427531957626 24.139060109853745 14.221787482500075 50.904744833707809 70.049406871199608 34.230106264352798 58.587543666362762 61.336698949337006 11.640311315655707 78.061710432171822 300.56446740031242 23.090207308530807 56.695191010832787 145.49838508665562 17.270087271928787 31.295166924595833 7.4691621810197812 6.1713040620088577 660.39707048237324
leaf_count=2906 436 68 160 738 818 279 398 88 66 1066 67 116 104 61 218 284 146 253 259 48 375 1452 110 233 663 77 141 36 30 2976
internal_value=-5.48492e-06 -0.000973678 0.00114191 -0.00110622 -0.000587152 -8.77458e-06 0.000564986 0.000889346 -0.00249127 0.00294614 0.00586791 0.00105237 0.000721647 -0.0024972 -0.00466163 0.00403423 0.00108007 0.000670925 0.00411856 0.0035333 -0.00238027 -0.00161831 -0.00487644 0.00684818 -0.00222182 -0.00329659 -0.00455597 -0.00319052 0.00366588 0.000417829
internal_weight=3302.44 1796.05 1506.39 1763.42 1258.79 934.551 1145.82 1038.98 106.834 360.574 32.6298 1018.75 920.203 89.2656 65.1265 98.5438 830.937 735.37 95.5668 322.267 504.622 389.829 114.792 68.3355 324.243 110.159 92.8886 91.7022 13.6405 824.392
internal_count=14672 8266 6406 8131 5692 4211 4899 4435 464 1507 135 4347 3947 383 279 400 3564 3159 405 1347 2439 1888 551 281 1481 497 420 441 66 3714
is_linear=0
shrinkage=0.0106442


Tree=91
num_leaves=31
num_cat=0
split_feature=51 148 105 41 98 50 84 35 2 127 36 137 130 9 9 2 90 108 93 110 127 135 145 104 127 144 1 44 29 1
split_gain=31.69 11.3016 14.5254 10.961 11.238 10.7855 10.9855 11.6061 10.5054 10.7868 9.59661 9.78674 8.9288 8.85459 8.71935 8.96057 8.57281 8.53513 8.73475 8.43865 12.1056 9.65068 9.44287 9.04195 8.18036 8.13291 7.88741 7.87634 7.87342 10.5421
threshold=1.175 0.26528267397832622 0.35650000000000004 1.8150000000000002 0.78759398496240618 1.5050000000000001 0.035900735294117601 3.2750000000000004 148.78317074436441 1.4145000000000001 1.8450000000000004 14.050000000000002 1.7320000000000002 1.0333333333333337 1.3785714285714288 -132.28075728675182 0.099999999999999964 2.5000000000000004 26.550000000000004 3.1500000000000008 0.70700000000000007 0.11950000000000001 0.44860000000000005 1.2955000000000003 0.78900000000000015 0.0011500000000000002 1610.7385182979313 9.4250000000000025 4.0500000000000007 1302.8018781409012
decision_type=2 2 2 2 2 2 2 2 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 14 17 8 6 28 26 19 -10 16 -12 -11 -14 27 -16 -4 18 24 20 -5 22 -22 -21 -2 -25 -8 -3 29 -1
right_child=3 2 10 4 -6 -7 7 -9 9 12 11 -13 13 -15 15 -17 -18 -19 -20 23 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0090413943965575762 -0.0050293180794670697 -0.002488868202759387 -0.00020364709871458357 0.013326757753216911 -0.002127253630286925 0.0036699607526243629 0.0059793613704081641 -0.0045131877595542763 -0.0082237291957753325 -0.0047211823821580977 0.0047404769294046994 -0.0030009489116547871 -0.00027306214233308382 0.012773223202942378 0.0033422217388175556 -0.0079673880599370802 -0.011530948542700566 -0.005917784106502841 0.01021670950699196 0.0003619902296302088 0.0052091244612655421 0.0081121044333738613 -0.0030156925670304616 -0.0081281763681350389 -0.0011938871037327583 0.0026277271669274023 -0.0041907244473059543 0.0070543870771424067 0.0024504207403859908 0
leaf_weight=15.170641109347342 80.658829793334007 50.995703339576721 70.411194771528244 12.478481277823446 329.80474728345871 234.95244796574116 26.47346442937851 73.965788900852203 32.884584456682205 23.718443050980568 91.698304876685143 21.432454183697701 12.586434155702593 9.1032167673110944 7.8918818682432166 53.753909975290298 8.7969355136156064 66.347641348838806 6.5605664551258078 739.06335073709488 24.593765512108803 21.3682000041008 44.260388284921646 27.098584607243538 355.33777865767479 9.4782233089208585 11.639640629291533 11.918740659952162 462.18554575741291 365.37310409545898
leaf_count=64 392 224 308 55 1505 955 114 316 149 108 389 91 56 40 34 233 39 322 30 3330 109 95 198 120 1715 42 50 51 1975 1563
internal_value=-5.57068e-06 0.00112952 -0.000633124 -0.000963986 -0.000430806 0.00160783 0.0010894 -0.00200132 0.000143086 -0.00357715 0.00116005 0.00318113 0 0.00471875 -0.00348628 -0.00634933 -0.00159414 -0.00229117 -0.00172377 0.000486642 0.00335701 0.00186182 0 9.30558e-05 -0.0019275 -0.00505412 0.00259815 -0.000514185 0.0015129 0.000346678
internal_weight=3302 1506.66 316.899 1795.34 1286.44 1189.76 954.808 112.079 956.634 78.2927 192.339 113.131 45.4081 21.6897 124.56 61.6458 79.2081 508.905 442.557 878.341 102.701 90.2224 68.8542 775.64 435.997 36.5768 38.1131 62.9144 842.729 380.544
internal_count=14672 6406 1369 8266 5807 5037 4082 480 4302 353 827 480 204 96 542 267 347 2459 2137 3949 457 402 307 3492 2107 162 164 275 3602 1627
is_linear=0
shrinkage=0.0106442


Tree=92
num_leaves=31
num_cat=0
split_feature=51 86 86 90 91 48 131 122 138 91 105 27 98 122 141 6 52 92 10 141 30 27 10 137 119 135 122 133 130 40
split_gain=31.0202 13.6427 13.1879 9.66133 10.1414 9.56383 8.66682 8.60561 8.5468 7.88402 10.6239 7.69432 7.4752 9.63251 11.9657 8.94614 7.71813 7.88641 7.63071 7.41075 9.11536 7.37788 7.28342 9.80087 7.90463 7.07861 7.30524 16.0321 10.0157 6.88144
threshold=1.175 3.4558441558441566 2.8019607843137257 0.19708333333333333 0.29291666666666666 1.4350000000000003 0.61250000000000016 1.1940000000000002 8.5000000000000018 0.33708333333333335 0.64250000000000018 0.6546428571428573 0.61721611721611735 1.1025000000000003 -0.58799999999999986 1488.6988923640308 2.2550000000000003 0.13749999999999998 1.3785714285714288 -0.81349999999999989 0.21199280945043658 0.40563492063492063 1.6547619047619049 29.950000000000003 0.70850000000000013 0.51950000000000018 1.1025000000000003 1.1180000000000001 1.7890000000000004 1.7750000000000001
decision_type=2 2 2 2 2 2 2 2 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 11 -2 -4 -8 -3 12 -11 25 13 14 -7 -16 17 -14 -15 20 -9 -20 24 -24 -18 26 27 -1 -28 -21
right_child=1 8 6 -5 -6 9 7 19 -10 10 -12 -13 16 18 15 -17 22 -19 21 29 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0048424987043032258 -0.0024478252614466085 0.0011328221112483271 -0.0017082506761889589 -0.0036840544537706911 -0.0066648791074293886 -0.0010204569070106737 2.0349853638394587e-06 0.012871736465257201 0.01164483281356344 -0.0015086978380329924 0.012047692651915813 -0.0060873424295853793 0.0055744327833335333 -0.0020416865749811599 -0.0021239697149562768 0.0074607589822863647 -0.0044108359780994158 -0.0047787748531129817 0.011605660908589503 0.0056201938102676367 1.5412948283609932e-05 0.00049256879072911758 -0.0036184516229301024 0.0072766492297174912 -0.0003544566580294075 0.0039277432589584164 0.0024948624842615758 -0.003208598445961081 8.3269748862306928e-05 0.0016615593522006651
leaf_weight=35.76021671295166 451.57232928276062 28.862595126032829 38.296007320284843 57.226935729384422 20.010918632149696 47.367494001984596 69.349101781845093 23.766899436712265 14.542259261012076 10.921041518449785 12.87804454565048 16.99102908372879 32.996259272098541 191.50969269871712 11.619276329874991 58.960407212376595 63.595335438847542 10.119162544608114 7.2345190346240988 103.64406329393387 10.733365789055823 167.7039729654789 236.58374701440334 9.1295685172080976 439.05190233886242 90.41781310737133 363.79831151664257 120.76081745326519 441.14248578250408 115.03873842954636
leaf_count=157 2199 120 160 248 87 216 295 99 60 49 58 72 155 863 53 266 291 48 32 430 44 746 1068 41 2001 383 1559 529 1864 479
internal_value=-5.57914e-06 -0.000954175 0.00111716 0.000547133 0.000779142 -0.00110518 0.00289869 0.00347823 0.00489648 -0.000630598 0.00538599 0.000928322 -0.00075105 0.000272393 0.00293258 0.0057342 -0.00139067 0.00290118 -0.000555196 0.00438895 0.00917614 0.00101213 -0.00165196 -0.00317094 -0.000888548 0.00105162 0.000770232 -0.00130214 0.00118624 0.00358572
internal_weight=3301.58 1794.65 1506.94 1146.11 1088.88 1751.24 360.828 322.532 43.4049 1299.67 23.7991 1068.87 1275.87 484.395 117.947 70.5797 791.476 43.1154 366.448 253.183 34.5003 174.938 748.361 245.713 502.647 1051.88 961.462 156.521 804.941 218.683
internal_count=14672 8266 6406 4899 4651 8086 1507 1347 180 5887 107 4564 5780 2176 535 319 3604 203 1641 1052 143 778 3401 1109 2292 4492 4109 686 3423 909
is_linear=0
shrinkage=0.0106442


Tree=93
num_leaves=31
num_cat=0
split_feature=49 49 86 29 29 122 49 78 35 91 38 94 128 104 42 51 137 3 145 78 99 38 3 145 144 55 132 56 2 119
split_gain=32.5455 13.274 11.6306 11.7881 11.0479 10.6313 12.8595 10.3899 9.74918 9.53179 9.34319 8.72128 10.3236 9.75918 9.01499 8.53795 14.5738 14.8665 9.29389 8.21362 8.02843 8.0107 10.4607 7.83584 7.80156 7.78145 11.9952 7.49958 8.30638 7.48834
threshold=2.2550000000000003 3.8250000000000006 3.5819892473118284 2.2678571428571432 3.183333333333334 1.8060000000000003 2.2350000000000008 2.077380952380953 6.9750000000000005 0.039583333333333304 0.24103937994576699 16.050000000000004 0.45000000000000007 0.73750000000000016 4.2350000000000012 1.1250000000000002 3.6500000000000008 1641.7758648951874 0.24885000000000004 1.6547619047619049 0.74456521739130443 0.23906113829447367 1529.301035585532 0.17815000000000003 0.00015000000000000004 1.9350000000000003 0.64600000000000013 2.0650000000000004 -31.249572828925348 2.9000000000000004
decision_type=2 2 2 2 2 2 2 2 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 -2 -3 6 7 8 11 27 21 25 13 -13 -14 -7 -17 18 23 24 -8 -5 -23 -18 -6 26 -1 -9 -29 -12
right_child=1 4 -4 10 19 15 20 9 -10 -11 29 12 14 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0074807998892029801 -0.0051642873599738754 -0.0067366183557614747 0.0062540926959622342 0.00086434286911557555 0.00025094616891815951 0.0034906747398913852 0.013323922814556433 0.00019057184106122761 0.0091998621389294769 0.013029191644974018 -0.00094698811931689247 0.0027597280632372387 -0.0074160750419541037 -0.00094737510936344623 0.0045938442360179211 0.011492313755260834 -0.00058108440616685888 -0.010850515781271636 -0.0026322960082210893 -0.0064807623040140918 0 0 0.018452389268247101 0.008547942341951182 -0.0046288950936608448 0.0053467168686950686 -0.0011327857843205415 0 0.0086664437170561517 0.0066991938296767188
leaf_weight=39.039012014865875 64.232575595378876 70.657594621181488 27.636862248182297 237.37194550037384 148.54610170423985 316.59968774020672 14.317448496818544 96.444292396306992 12.328021898865698 10.110321149230002 1286.1511206626892 217.77620252966881 28.91354213654995 122.2646853774786 8.2363131344318372 11.392611309885977 16.663395643234253 15.430371299386023 47.167258888483047 36.746565476059914 7.659807324409484 7.0578756332397443 7.0238727033138275 22.206613317131996 48.061341002583504 17.114118799567223 311.51858060061932 19.831009700894356 32.200163170695305 14.362366706132887
leaf_count=173 289 354 114 1038 727 1310 61 413 50 43 5839 936 127 520 35 48 71 66 202 181 33 31 31 94 239 77 1352 83 134 64
internal_value=-5.49104e-05 -0.00094153 -0.000555797 -0.000678738 -0.00299273 0.00120057 0.000551113 0.000346071 -0.000159709 0.00282715 -0.00048633 -0.000328703 0.000790294 0.00139595 -0.00447098 0.00259427 0 -0.00120176 0.000406741 -0.00181415 0.00861765 0.001376 0.00925575 0.00436443 -0.00088858 -0.00150521 -0.00186965 0.00206178 0.00532857 -0.000854479
internal_weight=3315.06 1947.85 1643.84 1616.2 304.012 1367.21 937.754 915.776 757.19 158.586 1551.97 744.862 377.191 340.041 37.1499 429.46 112.86 101.468 86.0373 233.354 21.9773 251.454 14.0817 38.87 196.607 367.672 350.558 148.475 52.0312 1300.51
internal_count=14735 8907 7406 7292 1501 5828 4037 3943 3270 673 7003 3220 1618 1456 162 1791 481 433 367 1147 94 1100 62 165 966 1602 1525 630 217 5903
is_linear=0
shrinkage=0.0106442


Tree=94
num_leaves=31
num_cat=0
split_feature=51 48 84 122 25 13 26 27 56 95 31 4 5 79 132 99 31 94 144 131 94 14 35 56 8 142 56 19 85 27
split_gain=30.8569 11.6572 11.8125 11.5245 11.4849 10.7753 9.18029 9.10664 8.9773 8.83048 9.19926 8.82329 10.2869 8.78114 8.35713 8.91156 8.50926 8.25177 8.56904 8.38303 8.1689 8.13065 8.29616 9.33852 15.2432 7.88756 8.22724 9.39588 7.82663 8.41496
threshold=1.175 1.5050000000000001 0.011079545454545451 1.1625000000000003 0.41428571428571431 0.45000000000000007 0.40763888888888894 0.42683333333333334 1.5150000000000003 -1.0000000180025095e-35 0.10726270373921376 1559.7324454523266 1503.6973913586021 2.7620286953620292 2.3875000000000006 0.73508771929824568 0.28059477963200691 11.400000000000002 0.0044500000000000008 1.0500000000000003 19.050000000000004 0.90000000000000013 3.6250000000000004 1.5950000000000004 0.81666666666666676 -0.14049999999999999 1.675 1.0000000180025095e-35 -0.18598639455782312 0.50050000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 21 13 8 -2 17 -6 -8 11 -11 -13 25 16 -16 -10 18 19 -5 -4 22 -1 24 -24 -3 -27 -28 -22 -30
right_child=1 2 20 7 5 -7 9 -9 14 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21 28 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.0015361572921182244 -0.0061237365408982414 -0.003210902506601214 -0.0042153624669727377 0.011100707064231621 0.008064992397803953 -0.0022760023059479649 -0.0032659064165237346 0.0018034418564667333 0.0012205804359491929 -0.0048233068195866679 0.00030290420016691581 -0.0038728928657739948 0.01168339007726733 -0.0041450074507354013 0.014969204619572024 0 -0.0064894562215845946 -0.0039028041378842446 -0.0074744151716829403 0 0.0070289349373524263 -0.006793233492114731 0 -0.00038824869756424562 0.013311897104680859 -0.0024965830289757373 0.01484447457788547 0.0023293611160413214 0.0030142800693120572 -0.0043020701085707694
leaf_weight=188.32062883675098 60.091316789388657 47.545359835028648 130.49533832073212 14.000872880220415 23.362649157643318 97.603227332234383 247.50841036438942 1116.9453334212303 505.40927162766457 86.548277765512466 286.05477051436901 9.3940663039684313 8.7377244532108289 102.07111804187298 10.177217230200769 6.9062305986881247 16.391438364982605 62.923729971051216 7.1374038010835639 14.715272217988966 14.827880427241324 23.601234242320061 19.976704224944115 51.737739518284798 18.552529409527779 23.062054336071014 9.3214107155799848 37.329042002558708 27.370916396379471 46.406935974955559
leaf_count=828 294 218 586 59 105 438 1197 4718 2263 421 1364 45 42 457 45 31 73 267 30 63 65 103 84 219 78 105 42 169 121 205
internal_value=-5.41899e-05 -0.0010012 -0.000306273 0.00105979 0.000233905 0.000945878 -0.00207911 0.00152515 0.00152384 -0.00168186 -0.000651606 -0.00336019 0.00304502 -0.00186022 0.00122079 0.00862486 0.000958275 -0.00151553 0.00238153 0.00519662 -0.00252172 -0.000777619 -0.000230328 0.00237774 0.00636427 3.91614e-05 0.00240628 0.00505497 0 -0.00144555
internal_weight=3314.53 1796.61 1098.28 1517.91 879.179 659.85 698.335 1215.72 562.247 638.243 390.735 104.68 18.1318 219.329 538.884 17.0834 521.801 98.7773 35.8535 28.7161 219.101 302.189 278.588 90.267 38.5292 117.258 69.7125 46.6505 88.6057 73.7779
internal_count=14735 8286 4923 6449 3946 2955 3363 5137 2517 3069 1872 508 87 991 2412 76 2336 419 152 122 977 1312 1209 381 162 534 316 211 391 326
is_linear=0
shrinkage=0.0106442


Tree=95
num_leaves=31
num_cat=0
split_feature=49 49 86 122 49 127 135 9 84 53 137 3 26 144 55 126 4 138 86 35 53 86 85 79 25 26 137 6 4 8
split_gain=31.3336 12.8257 11.3924 10.3049 12.5314 13.4001 9.88492 9.33214 9.39562 8.90427 13.8996 12.0885 8.74321 8.55892 8.13008 8.0505 9.50107 9.17201 10.4426 9.85912 8.96404 7.87205 9.40437 9.36168 7.75551 8.67604 8.61164 7.74285 7.55098 7.3223
threshold=2.2550000000000003 3.8250000000000006 3.5819892473118284 1.8060000000000003 2.2350000000000008 2.4365000000000001 0.55300000000000016 1.9666666666666668 0.017121710526315701 1.9150000000000003 3.3500000000000001 1641.7758648951874 0.49845238095238092 0.00015000000000000004 1.405 1.8820000000000003 1671.2063748698865 4.5000000000000009 2.485525227460712 3.3850000000000002 2.5250000000000004 2.4152298850574714 0.039452054794520457 2.5152597294757348 0.36666666666666675 0.48211111111111116 11.750000000000002 1543.8346835735192 1406.6420158049089 3.0333333333333337
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 2
left_child=3 2 7 4 5 6 -1 8 15 -5 14 29 -6 21 -11 17 -17 19 -19 -2 -18 23 -23 -3 26 28 -9 -10 -26 -12
right_child=1 13 -4 9 12 -7 -8 24 27 10 11 -13 -14 -15 -16 16 20 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00028754776526899946 -0.0017210850919128686 -0.00032996653038431731 0.0061915365466161353 0.0037943427567854672 0.017003818722409074 0.0063875609133531739 0.003723693765994011 -0.0088372218919258901 -0.0029747200246204629 0.017660810406740775 0 -0.0076123757659647953 0.0021378222165269714 -0.0061784920287164501 0.00041073837371449334 -0.00274512235706516 0.010575371804129397 0.00053937476082606894 0.0040464301116588924 0.002411412961114166 -0.004004979060614481 -0.0011535542819101643 0.013697817486175008 -0.0049242592336208929 0.0098613698478028106 -0.003493618292641595 -9.2384494397171538e-07 0.0067010691932833542 -6.5878959336339787e-05 0.0087224504957407727
leaf_weight=800.04718264937401 297.50453101098537 115.78933423757553 27.659641310572624 260.11123815178871 8.7089870423078555 39.680681377649307 76.152254655957222 39.455039337277412 185.15027020871639 8.1313558369874936 119.95286121964455 22.295376136898994 13.320700690150259 73.179331764578819 7.1240106523036948 172.46863453090191 12.467591241002085 452.62884640693665 125.7865377664566 82.209839925169945 6.4519822597503653 9.9310954660177249 7.7403060644865027 96.660199820995331 9.396799221634863 111.19121627509594 21.816804513335228 9.2532969266176206 89.725535303354263 12.124970301985739
leaf_count=3453 1361 572 114 1073 37 166 324 180 834 34 508 95 57 366 30 773 54 2057 560 359 30 48 37 478 42 499 98 41 404 51
internal_value=-5.37794e-05 -0.000924363 -0.000545295 0.00117758 0.000537927 0.000335173 4.91023e-05 -0.000667133 -0.000294572 0.00254922 0.00057806 -0.000314024 0.00849108 -0.00294342 0.0102931 6.25446e-05 -0.00191986 0.000469484 0.00132019 -0.000798748 0.00504858 -0.00186906 0.00475779 -0.00246966 -0.00247209 -0.00143455 -0.00586216 -0.0024602 0.000769371 0.000838531
internal_weight=3314.12 1946.47 1643.17 1367.65 937.91 915.88 876.199 1615.51 1343.92 429.74 169.629 154.373 22.0297 303.3 15.2554 1149.52 191.388 958.13 578.415 379.714 18.9196 230.121 17.6714 212.45 271.585 210.314 61.2718 194.404 99.1223 132.078
internal_count=14735 8907 7406 5828 4037 3943 3777 7292 6069 1791 718 654 94 1501 64 5194 857 4337 2617 1720 84 1135 85 1050 1223 945 278 875 446 559
is_linear=0
shrinkage=0.0106442


Tree=96
num_leaves=31
num_cat=0
split_feature=48 49 93 133 93 86 89 89 35 138 79 7 131 120 145 102 20 86 104 102 49 8 120 85 30 104 24 30 86 101
split_gain=36.3372 18.1726 14.3721 13.2391 10.4695 10.4449 18.6393 14.9436 11.8776 13.0381 10.5949 8.65103 8.67571 8.56527 9.89269 10.2499 7.87796 7.76888 8.42573 7.53655 8.64736 8.45043 7.21157 7.17803 8.99681 7.03276 7.02872 7.47396 10.7357 9.65726
threshold=1.6950000000000001 1.9650000000000001 20.550000000000004 2.6125000000000003 20.550000000000004 2.6023255813953496 1.0000000180025095e-35 0.19000000000000003 2.6650000000000005 4.5000000000000009 2.3358278562287156 -10.66063109468905 1.6460000000000001 1.9500000000000002 0.17315000000000003 0.86750000000000005 1.5000000000000002 2.6698717948717952 1.4490000000000001 0.31150000000000005 3.4450000000000007 0.79285714285714304 2.7070000000000003 0.19583184257602856 0.14902948861515489 0.57550000000000001 0.77500000000000013 0.1319062881562881 2.4110105580693819 1.3650000000000002
decision_type=2 2 2 2 2 2 2 2 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 17 3 5 22 6 13 -8 9 -9 -10 19 16 14 15 -1 -13 -2 -19 -7 21 -21 23 -3 -25 -16 27 28 29 -4
right_child=1 4 26 -5 -6 11 7 8 10 -11 -12 12 -14 -15 25 -17 -18 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0055712639486501713 0.0021064452263016438 -0.00044602098071965212 -0.0012264122606208184 0.0060300539144144318 0.0020976343356742459 0.0071162130145718972 -0.010998697423800045 -8.5534386697162177e-05 0.0055049324972386258 -0.0099782849859471993 -0.002725003478477006 -0.00081404552527196698 -0.0071797762858993967 0.0027373757332299943 -0.0011609965269480753 -0.0038506057734335698 0.007926635180456951 0.0059781239411056467 -0.0016029129833935664 -0.0048495320484942157 -0.0069943310025056523 0.0058786643267339719 0.0081128458576561913 0.009188768860712104 0 -0.0037098623117378196 -0.0016592436478087976 0.00067138452416542886 0.011918327745828282 0.0070688116931013952
leaf_weight=42.05285519361496 299.73038490116596 729.44463346898556 34.048355206847191 26.317932054400444 385.33005030453205 33.372484639286995 35.456964313983917 24.536930561065674 19.651771172881126 50.928600460290909 138.26029151678085 134.5358756929636 22.30880843102932 57.794851869344711 484.46911136806011 17.675751313567162 12.786825984716414 142.23419067263603 16.426962316036224 10.296325057744978 12.706201195716856 31.386091083288193 12.083654344081877 20.251899898052216 28.091934904456139 175.08913584053516 78.991352513432503 186.47471523284912 18.448363751173019 27.372189953923225
leaf_count=192 1239 3176 158 115 1644 148 170 118 95 251 662 603 100 259 2266 81 57 582 67 46 60 138 51 87 120 820 357 839 82 125
internal_value=0.000239193 0.00137121 -0.000858601 -0.00136456 0.000658762 -0.00152193 -0.00199625 -0.00442585 -0.00338228 -0.00690078 -0.00163436 0.000364701 -0.000992351 -0.00114221 -0.00146853 0.00260734 0 0.00317486 0.00512709 0.00310727 0.000454499 0.00297688 -2.98913e-05 -0.000169886 0.00377958 -0.00185354 0.00105907 0.00190466 0.00465269 0.00229954
internal_weight=3308.56 1633.59 1674.96 1329.63 1175.2 1303.31 1045.92 268.835 233.378 75.4655 157.912 257.393 169.632 777.082 719.287 59.7286 147.323 458.392 158.661 87.7611 54.3886 41.6824 789.872 777.788 48.3438 659.558 345.335 266.344 79.8689 61.4205
internal_count=14708 6966 7742 6181 5078 6066 4914 1296 1126 369 757 1152 760 3618 3359 273 660 1888 649 392 244 184 3434 3383 207 3086 1561 1204 365 283
is_linear=0
shrinkage=0.0106442


Tree=97
num_leaves=31
num_cat=0
split_feature=93 86 51 136 135 84 30 123 110 94 23 36 112 101 122 40 86 142 100 6 53 130 42 3 130 40 89 49 6 136
split_gain=35.3963 28.9608 18.1116 13.6784 14.6505 13.0849 8.86814 8.76301 8.58261 8.49616 8.32033 8.25943 8.88206 8.10857 7.68623 7.63706 7.20183 6.94227 6.93875 6.81846 13.8346 8.39235 6.68905 7.2705 9.06007 10.3957 8.27709 6.87813 11.4079 6.9537
threshold=20.550000000000004 2.7470930232558142 1.3150000000000002 5.9500000000000011 0.47100000000000003 0.022720588235294051 0.33520599250936328 2.1145000000000005 18.750000000000004 19.050000000000004 1.6333333333333335 7.9450000000000012 0.13650000000000004 0.90000000000000013 1.8285000000000002 5.4350000000000014 2.6414285714285719 -0.14649999999999996 1.3650000000000002 1489.3728442700774 2.4650000000000003 1.2110000000000001 8.3750000000000018 1494.7662411451358 2.1340000000000003 3.1550000000000007 0.27000000000000007 1.9550000000000003 1481.9134398482981 12.850000000000003
decision_type=2 2 2 2 2 2 2 2 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 5 11 10 -2 19 -6 -3 15 -13 -7 -15 -5 -4 -8 -9 20 21 -1 23 27 26 -26 -25 29 -29 -12
right_child=7 6 16 4 9 13 17 18 -10 -11 22 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0027876145006070397 0.0018429792810778654 -0.0032069703234757544 -0.0034733062997810279 -0.00039556600252860956 0.0010235353242715045 -0.011161879768073224 0.00042075470834684485 0 -0.0069027609161373864 0.0067578369085288491 0.0035672961525053722 0.011131340236579452 0 0.00017869084054295291 -0.0066360558090990621 0.004670141794321978 0.0033308555008673994 0.010890181530166194 0.012245065857624138 -0.0024792644856899888 -0.009078160057784692 0.0059531068451915657 0.011285054718788714 0.0030304079349198925 0.0052236103459086481 -0.006941867786970736 -0.0024187822689670426 0.0096681235805549052 0.00062107585244919133 0.012599018692934491
leaf_weight=15.692823112010954 882.55055981874466 39.899268448352814 362.84372475743294 836.19809210300446 78.062705412507057 16.678619474172592 14.179591357707976 7.1852919012308147 42.034324511885643 52.604032754898071 39.656052082777023 15.445830926299097 13.608069971203802 41.82237035036087 30.30359023809433 34.970487698912621 16.950795948505402 21.123819217085838 16.805817723274231 260.82566332817078 11.85586693882942 42.758996218442917 8.6007105559110624 40.707861557602882 59.728928864002228 8.5032381266355497 127.04416683316231 18.448567539453506 135.46934203803539 15.725305333733557
leaf_count=70 3824 176 1792 3731 344 75 59 30 188 230 167 64 57 186 132 150 79 88 69 1166 56 185 35 174 252 37 555 80 592 65
internal_value=0.000236603 -0.000436233 -0.00106102 -0.000524569 5.44951e-05 -0.000378525 0.0017553 0.00203075 -0.00229018 0.00341236 0.00136033 0 0.00558886 -0.00427667 -0.00253904 -0.000180174 -0.003142 0.00698235 0.00850092 -0.00167296 0.00116899 0.00342694 0.00178495 0.00157789 0.000248106 0.00355375 -0.0010339 0.00302708 0.00177362 0.00632128
internal_weight=3308.28 2401.74 1872.66 1492.86 1119.69 989.027 529.087 906.542 373.168 130.667 493.783 900.222 29.0539 88.8046 72.126 871.169 379.795 35.3034 23.9911 331.133 70.3077 58.4518 453.884 445.283 235.984 68.2322 167.752 209.299 153.918 55.3814
internal_count=14708 10785 8505 6634 4969 4395 2280 3923 1665 574 2133 4002 121 393 318 3881 1871 147 99 1477 311 255 1957 1922 1018 289 729 904 672 232
is_linear=0
shrinkage=0.0106442


Tree=98
num_leaves=31
num_cat=0
split_feature=54 47 148 98 123 96 35 146 131 85 29 145 104 1 27 80 143 144 141 30 12 142 0 123 133 29 5 98 131 121
split_gain=34.6944 17.3401 11.1399 15.6649 8.31415 9.67611 10.9512 10.2273 12.2561 8.3558 8.25834 9.40163 8.42692 7.94871 9.16842 7.90269 8.78613 8.81275 8.7073 8.02759 7.62131 7.61873 7.40934 8.6521 12.5174 7.40652 11.0151 10.0364 8.04615 7.39088
threshold=1.2650000000000003 1.3250000000000004 0.19904948354047694 0.81534090909090928 0.87100000000000011 4.5000000000000009 3.9250000000000003 0.0018500000000000003 0.76400000000000012 -0.20102564102564102 3.9500000000000006 0.17315000000000003 0.51750000000000018 1609.2282475707768 0.50527777777777783 0.045479769952577909 0.52850000000000008 -0.00084999999999999995 -0.81349999999999989 0.13717583807716632 0.36666666666666675 -0.50249999999999984 1370.7549825280437 1.1465000000000003 1.7320000000000002 4.4365079365079376 1513.2491134237953 0.6132478632478634 1.5855000000000004 1.4145000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 13 6 9 22 -9 -6 12 -12 -11 21 -15 18 17 25 -3 -20 -5 -4 -7 24 -24 26 27 -17 -27 -18
right_child=1 15 4 20 5 7 -8 8 -10 10 11 -13 -14 14 -16 16 29 -19 19 -21 -22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0042723691913465591 0.0032055493937595222 -0.0076257211438606233 0.0029143989204090857 -0.0078528643453825864 -0.0045055772959746746 0.011147915047859711 0.0068048036838800965 -0.003091347907276686 0.0089360623339340643 -0.0012102489998745878 0.0041805043636589448 -0.00067949370605658341 -0.0046546076128290365 0.011087319489939787 -0.0020682050851138748 0.0082582780910048451 -0.0030091221035600953 0.0020950311465184122 -0.0057941100924573299 0.00095030707344342447 0.001190743402426272 -0.004445711494645144 0.0006420219199663931 -0.0014519489284148493 0.011948522319078963 -0.0062013544685149205 0.0090044783991134053 -0.0060053294398635295 0.005368078313833847 0.00054790490129965426
leaf_weight=101.18511652946472 423.82453048229218 23.283334910869598 15.742859393358229 21.678998276591301 94.815422028303146 6.646439164876937 18.064689964056015 11.980414360761641 32.940058469772339 293.816754296422 50.435314774513245 415.18502022325993 118.39911977946758 9.1034781634807604 15.098107442259787 7.1957085579633739 91.913416787981987 644.43802744150162 25.099288418889046 93.702782243490219 17.247962355613708 176.85562409460545 71.697578221559525 201.82560972869396 13.707252457737921 41.479490354657173 15.464106038212774 21.064637213945389 7.1835529804229727 226.94932825863361
leaf_count=435 1737 101 75 95 447 30 77 53 145 1380 231 1929 558 42 71 31 400 2787 111 399 76 833 331 921 62 180 66 92 31 982
internal_value=0.000234253 0.00134838 -0.000830828 0.00201693 -0.00109565 -0.000769873 -0.00130484 0.000763517 0.00549474 -0.00146625 -0.00112601 -0.000130531 -0.00222501 -0.00304506 0.00244673 0.000682479 0.00100587 0.00164776 -0.00164643 -0.000386266 -0.00357623 -0.00378962 4.62388e-06 -0.000216699 0.00257954 -0.00135854 0.00165057 -0.00200222 -0.00427788 -0.000444516
internal_weight=3308.02 1621.6 1686.43 140.112 1546.31 1329.51 990.716 338.797 44.9205 972.652 877.836 465.62 412.216 216.8 24.2016 1197.77 1055.69 736.826 142.085 118.802 38.927 192.598 293.877 287.23 85.4048 92.3875 43.7245 28.2603 48.663 318.863
internal_count=14708 6917 7791 606 7185 6164 4622 1542 198 4545 4098 2160 1938 1021 113 5180 4569 3187 611 510 171 908 1344 1314 393 400 189 123 211 1382
is_linear=0
shrinkage=0.0106442


Tree=99
num_leaves=31
num_cat=0
split_feature=47 86 35 111 115 142 100 111 105 16 110 47 142 64 47 11 2 93 2 53 120 143 103 92 40 132 143 12 0 35
split_gain=30.1605 16.5121 13.6862 9.68245 10.0609 11.4961 11.0842 9.84106 9.16489 8.79888 12.6494 8.70573 8.24325 10.5362 8.22308 8.00301 7.90591 9.48068 8.58959 7.99316 7.63047 9.59703 8.14797 7.73027 13.2082 7.45806 7.2652 9.7385 7.24028 7.16401
threshold=1.7150000000000001 3.3717607973421928 4.3550000000000013 23.250000000000004 1.2250000000000003 -0.9474999999999999 0.77500000000000013 16.850000000000005 0.81850000000000012 1.5000000000000002 20.150000000000002 2.0650000000000004 0.45000000000000007 1.0000000180025095e-35 1.2850000000000004 0.59166666666666679 72.045168307654322 22.050000000000004 116.99465235328638 2.9950000000000006 0.68350000000000011 -0.80499999999999994 1.5685000000000002 0.38500000000000012 2.7750000000000004 1.9500000000000002 0.79500000000000015 0.29166666666666669 1652.0394959662863 6.1550000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 9 -4 -1 -11 20 13 -9 -5 -8 19 18 -18 -13 26 -22 23 -23 -25 -10 27 -2 -14 -3
right_child=11 29 8 14 5 6 15 12 25 10 -12 16 28 -15 -16 -17 17 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001820402531071159 -0.004568018379014699 0.0034432799640885655 0.003530258751125232 0.005891985790715093 -0.0024750980022240198 -0.0023782299150774222 -0.0018241285815541813 -0.0059400530623620242 0.0018385582678138266 -0.0035391108612210366 0.010503127552826459 -0.0085609656957232692 0.0080842965925601914 0.0026821069210071929 -0.0047806990857553536 0.0033041598747827611 0.0025746856438026724 0.01040630485506888 -0.0056974036985135961 -0.0029676073641326144 -0.0043179519297336603 -0.00052536712726256767 -0.0050970050102058994 0 0.016123994003478817 -0.0051739563744412883 0.01148757206955041 0.0063100368473946586 -0.0014758401106817764 0.014668905704210243
leaf_weight=925.56158664822578 17.653945878148079 147.71032045781612 236.74595871567726 8.397952273488043 68.017218545079231 51.054512038826942 35.509514912962914 21.570406705141068 43.769764915108681 158.70554545521736 7.279711350798606 36.869175270199776 38.744290769100189 61.246932566165924 71.648681372404099 348.96603706479073 28.185235619544983 9.1021489202976209 27.034907817840576 216.20475885272026 93.338826432824135 530.50552400946617 42.776256993412971 14.794616088271143 8.6871817260980588 27.390362709760666 9.8632344305515272 19.033757641911507 9.4133403301238996 7.4697188138961783
leaf_count=4040 83 605 980 35 294 224 154 92 181 690 31 181 167 267 310 1501 140 43 135 1077 440 2481 199 69 40 113 46 89 40 30
internal_value=0 0.000691622 0.000440044 8.04156e-05 0.000253924 0.00152323 0.00217175 -0.000260312 0.00251548 -0.000598881 -0.00286004 -0.00148733 0.00248121 0.000309705 -0.00352991 0.00280323 -0.00297416 0.000206135 -0.00128519 -0.00382394 -0.000832467 -0.00112519 -0.000608234 -0.000242693 0.0056967 -0.000713192 0.00328167 0.000789575 0.00599771 0.00405125
internal_weight=3323.25 2269.2 2114.02 1806.12 1726.07 503.547 435.53 1222.52 307.906 1091.55 165.985 1054.05 130.975 82.8173 80.0466 384.476 317.396 64.3223 55.2201 253.074 736.653 690.102 596.764 553.987 23.4818 71.1601 46.5509 36.6877 48.1576 155.18
internal_count=14777 9754 9119 7845 7500 2173 1879 5327 1274 4761 721 5023 566 359 345 1655 1576 318 275 1258 3447 3229 2789 2590 109 294 218 172 207 635
is_linear=0
shrinkage=0.0106442


Tree=100
num_leaves=31
num_cat=0
split_feature=47 35 146 27 15 28 38 111 41 28 103 80 29 95 27 90 54 41 26 47 93 134 47 85 11 150 104 96 21 110
split_gain=29.5373 15.3775 11.5717 12.5836 11.0962 10.8049 9.72008 9.69767 8.93791 8.83121 8.38185 8.07758 9.83274 12.0283 11.3658 10.3352 9.23726 12.1118 8.61411 8.16395 7.89029 7.36965 7.35737 7.18574 7.47089 9.21746 9.3605 11.1062 9.3929 8.38691
threshold=1.7150000000000001 4.5650000000000004 0.0098500000000000029 0.64050000000000007 0.90000000000000013 7.5777777777777784 0.16216618003690461 23.250000000000004 1.6850000000000003 3.183333333333334 1.3685000000000003 0.072925573441391861 5.7071428571428582 1.650000000000001 0.50612500000000005 -0.30958333333333327 1.5050000000000001 2.3250000000000006 0.5631666666666667 1.4950000000000003 23.550000000000004 -0.71949999999999992 1.2650000000000003 -0.20436657681940704 1.2321428571428574 0.62017637310606066 0.64950000000000008 5.5000000000000009 0.18333333333333332 8.9500000000000011
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 2 2 2 2
left_child=1 7 3 4 6 -4 -3 11 -2 -6 23 12 16 14 -14 -16 17 -1 19 -15 -18 -13 -9 -10 25 26 28 -28 -25 -26
right_child=8 2 5 -5 9 -7 -8 22 10 -11 -12 21 13 18 15 -17 20 -19 -20 -21 -22 -23 -24 24 29 -27 27 -29 -30 -31
leaf_value=0.00047811734300938496 -0.0041330190722780004 -6.0036101062257927e-05 -0.0027548922272345039 -0.0076231687007054403 0 0.010438450463644515 0.0052201677631806354 0.0060223599135425711 -0.003929434862710174 0.011027212462917052 -0.0038979730457331177 0.0072833982370917646 -0.0025052615529158402 0.0068100551459085263 -0.0045298391498265591 0.0046065097026006495 0.0021429537185464159 -0.0058947820408459467 0.00032061892340742453 0.020028035263275967 0.011099620900021997 -0.00095396579098610569 -0.0043165483005628775 0.0046203474433161168 0.00013804552703698916 -0.01118471017961294 -0.0037359821027514893 0.0037224875764922103 0.00043636353262633772 -0.0031469582444773173
leaf_weight=1116.1935091912746 128.48229280114174 58.42465440928936 54.344283476471901 9.1637795865535718 8.4871385097503644 7.9210097640752783 101.26834857463837 7.9137282669544211 72.195943832397461 43.72713328897953 108.16601511836052 12.418115168809889 50.782106786966324 22.937170520424843 14.997214585542677 107.55810815095901 56.70820926129818 34.688100129365921 14.728774547576903 9.2420519739389402 15.590312898159025 447.44266274571419 74.88442562520504 94.938894391059875 162.4954419285059 7.2884962707757941 84.378198191523552 29.686627045273781 187.47754290699959 178.28512306511402
leaf_count=4820 650 241 224 38 35 32 417 33 345 179 509 54 219 96 64 459 230 146 62 40 63 1978 324 449 766 34 399 137 886 848
internal_value=0 0.000684135 0.0030088 0.00415944 0.00471849 -0.000908003 0.00322267 0.000347213 -0.00147261 0.00909238 -0.0010917 0.000507111 0.000901727 0.00298226 0.00161145 0.00340287 0.000518529 0.000276918 0.00782406 0.0109324 0.00421948 -0.000708707 -0.00320165 -0.000707207 -0.000380669 0.000580063 0.000822799 -0.00170285 0.00188003 -0.00154977
internal_weight=3322.82 2269.42 283.336 221.071 211.907 62.2653 159.693 1986.08 1053.39 52.2143 924.912 1903.29 1443.43 220.245 173.337 122.555 1223.18 1150.88 46.908 32.1792 72.2985 459.861 82.7982 816.746 744.55 403.77 396.481 114.065 282.416 340.781
internal_count=14777 9754 1166 910 872 256 658 8588 5023 214 4373 8231 6199 940 742 523 5259 4966 198 136 293 2032 357 3864 3519 1905 1871 536 1335 1614
is_linear=0
shrinkage=0.0106442


Tree=101
num_leaves=31
num_cat=0
split_feature=47 86 36 47 50 30 90 84 92 1 107 29 134 30 0 89 12 99 90 0 98 104 144 144 104 78 6 116 4 44
split_gain=28.9293 16.1123 11.4302 8.48011 8.44119 8.43328 8.32039 8.27046 7.28576 7.00022 8.35227 6.98437 10.7986 12.5589 7.82896 8.70621 7.92567 7.49533 10.4787 6.97472 7.14716 7.08133 6.95468 6.62472 6.92588 9.642 9.30044 8.74454 6.83972 7.92493
threshold=1.7150000000000001 3.3717607973421928 6.8650000000000011 2.0650000000000004 1.5150000000000003 0.1961700568077698 -0.28291666666666659 0.020657894736842052 -0.21499999999999994 1363.2727345844962 0.77250000000000008 2.3541666666666674 -0.82899999999999985 0.18533452807646353 1370.7549825280437 0.49000000000000005 0.45000000000000007 0.45804195804195807 0.004166666666666651 1496.9532842309993 0.42261904761904762 0.36750000000000005 0.007150000000000001 0.00015000000000000004 0.69350000000000012 1.0773809523809526 1504.9952694264423 -0.58349999999999991 1559.7324454523266 5.6550000000000011
decision_type=2 2 2 2 2 2 2 2 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 11 -2 -6 9 -9 10 -4 14 13 -13 -1 16 -16 18 -14 21 -21 -8 -3 24 25 27 -27 -5 -29 -30
right_child=3 22 7 23 6 -7 19 8 -10 -11 -12 12 17 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0073118702847655209 -0.00029254744355810966 0.0051519946977885986 0.0034577119407449724 0.0077072474300415271 -0.0043693518643019369 -0.003414666980404258 0.0047529148290832981 -0.0098166026700563444 0.0010627020957860566 0.0055714211184491012 -0.0092727717120941813 -0.00011057599422783554 0.0033180409039423255 0.012817000516215505 -0.0065280147349539601 0.0030950685058271704 0.0027956472055164542 -0.00024979527761562881 -0.0031677000076949947 -0.0027614474926957486 0.006172831123273298 -0.0038766710665119573 -9.5289454473643169e-05 -0.0057671409138601755 -0.0057357791227161574 -0.0013056059066249496 -0.009254223920507329 -0.0024859505184283842 -0.00066622948612237777 0.0097715882706744476
leaf_weight=7.4452613592147818 617.08471208810806 123.01629383862019 18.607147455215458 18.411690533161163 16.179092049598694 118.98918659985065 19.378549173474312 7.8407104313373557 61.898803532123566 108.24646680057049 8.4229563325643522 14.602786153554918 146.36279414594173 16.263145983219147 68.187190532684326 16.084962904453278 10.460743978619574 1443.8347423374653 33.384657979011536 9.8240584135055524 83.076427102088928 24.256838485598564 32.243758037686348 75.039082735776901 46.718748301267624 62.439725831151009 25.070377811789513 58.768434047698975 16.530026465654377 13.702405929565428
leaf_count=32 2891 503 77 91 66 556 79 33 257 449 35 63 633 69 297 70 46 6291 146 40 337 99 132 378 231 311 125 292 82 66
internal_value=0 0.000676896 0.000428305 -0.00145795 0.000166007 -0.000811505 0.0025674 0.00281993 -9.99022e-06 0.00435641 -0.000121107 -3.67878e-05 0.000123949 0.00636098 -0.00274209 -0.00364302 -0.00515449 0 0.00205506 0.00346623 0.0051151 0 0.00399468 -0.00292739 -0.00200211 -0.0010534 -0.00370267 0.0010073 -0.000260828 0.0037175
internal_weight=3322.37 2269.62 2114.36 1052.75 1909.34 736.074 152.715 205.016 69.7395 135.277 27.0301 1756.63 1654.45 30.8659 102.178 94.7329 78.6479 1623.58 179.747 136.536 92.9005 43.6354 155.26 316.68 241.641 194.923 87.5101 107.413 89.0009 30.2324
internal_count=14777 9754 9119 5023 8268 3447 621 851 290 561 112 7647 7202 132 445 413 343 7070 779 555 377 178 635 1576 1198 967 436 531 440 148
is_linear=0
shrinkage=0.0106442


Tree=102
num_leaves=31
num_cat=0
split_feature=54 80 11 104 104 125 28 85 8 80 54 115 108 26 3 13 141 114 145 142 149 35 77 26 142 27 105 35 28 28
split_gain=19.7247 13.9151 9.13234 10.1695 9.29958 9.74391 9.41465 8.81424 8.53276 11.3565 11.2475 8.63164 7.59634 11.5312 8.8841 9.80251 10.8927 9.70231 8.58582 7.78831 7.78187 7.54728 10.5383 7.50196 7.172 7.0477 8.36006 7.03751 6.82458 14.5824
threshold=1.2750000000000001 0.049926622243376156 1.2583333333333335 0.75950000000000017 0.49050000000000005 1.9000000000000001 4.4722222222222232 -0.25830845771144278 0.92261904761904778 0.048518270944741503 1.2950000000000002 1.9285000000000003 2.5000000000000004 0.52816666666666678 1597.4573594968113 0.55000000000000016 1.7415000000000003 3.7085000000000004 0.67975000000000008 0.65100000000000013 0.61434823896303536 4.1650000000000009 1.1833333333333336 0.50612500000000005 0.39250000000000007 0.45816666666666667 0.64850000000000019 3.2150000000000003 5.8660714285714297 5.4722222222222232
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 25 9 -2 11 -11 14 18 28 16 17 20 23 -17 -16 -9 -23 -14 -5 -3 -27 -15 29 -10
right_child=8 7 3 24 -6 6 -8 21 12 10 -12 -13 13 27 15 19 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00024294461202958241 -0.0041004522792480848 -0.010018494616430389 0.0071191320382399653 0.0043712696996766115 -0.0041529937555133158 0.0030638025718021625 -0.00977823588608287 -0.00079035345030489823 0.0025760943918017405 -0.0082996449923630616 0.0018671961027043869 0.0041902801340596126 -0.0017854008460680146 -0.003485737002094928 -0.0035430957937169672 0.012181680904361076 0.0089200789420390662 0.0092221093999916483 0.002251501849639835 0 0.0042098924860184397 -0.00078372383000424812 0.013399387242497948 -0.0086327664527401753 0.020439166329249029 -0.0047286502895037717 0.0030494086736037782 0.0032016047921380078 0.0052138257125732132 -0.0027360645750352198
leaf_weight=105.40748891234398 75.605675771832466 19.278326094150543 49.682194948196411 9.5660621523857134 17.629979804158211 24.161512643098831 8.7846167832612974 1411.2048810124397 608.11568678915501 23.910424098372463 166.94920045137405 7.2554315179586402 118.32340766489506 19.167042419314384 124.06400646269321 12.217849716544153 11.13121312856674 7.9972028434276572 45.057487115263939 8.8088203370571119 15.456442609429358 11.117206662893297 10.250195771455763 23.272759139537811 7.1328230649232855 52.947891756892204 20.532100021839142 132.24393305182457 94.787717387080193 62.906077414751053
leaf_count=463 323 91 214 42 79 104 38 6582 2597 106 718 32 500 83 525 52 46 33 192 37 65 48 43 99 31 249 96 551 399 267
internal_value=0.000236035 -0.000536144 0.00193647 0.00399037 0.00257447 0.00413686 -4.18715e-05 -0.000903483 0.00110938 -0.000569354 0.000725241 -0.00505532 0.00147554 7.35971e-05 0.00196572 -0.000109097 -0.00107143 -0.00189648 -0.00166467 0.0066528 -0.002609 -0.000688773 0.00552903 -0.00298494 0.0118629 -0.00410638 -0.00241248 0.00228576 0.00246622 0.00206246
internal_weight=3304.97 1747.7 222.365 116.957 100.258 82.6283 32.9461 1525.33 1557.27 273.721 198.115 31.1659 1283.55 338.065 945.485 179.676 158.649 147.518 186.654 21.0267 139.52 1432.57 21.3674 141.596 16.6989 92.7583 73.48 151.411 765.809 671.022
internal_count=14705 8080 971 508 435 356 142 7109 6625 1179 856 138 5446 1425 4021 758 669 623 791 89 590 6673 91 599 73 436 345 634 3263 2864
is_linear=0
shrinkage=0.0106442


Tree=103
num_leaves=31
num_cat=0
split_feature=86 89 89 149 89 143 42 98 114 55 0 40 145 30 145 86 91 143 40 42 26 136 137 8 1 55 9 9 18 107
split_gain=23.7375 26.4427 19.7801 15.2399 13.4311 12.3741 11.3763 11.1677 10.5194 10.3499 9.69677 9.16145 12.3792 9.3681 9.51606 8.77976 9.99505 8.74842 9.80524 8.93175 8.61112 8.60963 9.28531 9.02924 8.59853 8.01769 7.88563 12.1576 11.6828 8.36005
threshold=2.7470930232558142 1.0000000180025095e-35 0.45000000000000007 0.58924155801275502 0.27000000000000007 -0.85099999999999987 2.5150000000000001 0.36931818181818182 2.4500000000000006 2.1550000000000007 1493.4022411506282 3.2850000000000006 0.98455000000000015 0.14745470232959443 0.44860000000000005 1.9186507936507939 0.21624999999999997 0.80500000000000016 3.8750000000000004 4.1550000000000011 0.57816666666666683 18.050000000000004 4.7500000000000009 1.3785714285714288 1465.4722674594079 1.8950000000000002 1.1380952380952383 1.4083333333333334 3.5000000000000004 0.47750000000000009
decision_type=2 2 2 2 2 2 2 2 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 15 8 6 -4 -2 -6 -1 17 -10 12 26 -13 -15 25 20 18 19 -7 -17 22 -8 24 -24 -3 -9 28 -28 -29
right_child=4 2 5 -5 7 9 21 11 10 -11 -12 13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=-0.00034475055494479889 0.00033906741352880243 -0.01003826088576089 -0.0050593169617852282 0.0023182718196181101 0.0067890396646108379 -0.00036077106696339161 0.010739042808968889 -0.0007378639086509576 -0.0019811660801955962 -0.0098072594829525794 0.004368694095681875 -0.006966153221664914 0.014876177190972574 0.0045964665194636687 -0.0066696625656527744 -0.0032024265435287805 -0.0091878207360567218 -0.0027015439904064689 0.008976397052644006 0.0043615911173155789 0.0041392689189746592 0.016550762544764626 0 0 0.011076652430628759 0.0013400867979632962 0.0081031667827036521 0.0048490968130130733 -0.0041529616138475224 -0.00044990971984667762
leaf_weight=1468.9416017085314 54.088465213775635 47.272210404276848 60.464826062321663 369.38716278970242 36.911623924970627 166.19762946665287 29.104441046714783 167.16997781395912 34.303264439105988 11.298317089676855 104.27011378109455 33.336767956614494 7.5597258210182181 25.089672580361366 12.581824153661726 134.89349222183228 29.256964653730392 70.724365398287773 18.769871592521667 60.861854940652847 19.756028234958649 9.8062980622053129 14.953363314270971 39.890149191021919 23.332414746284485 6.384334370493888 55.721702918410301 43.450879544019699 9.2525330781936628 139.85725755989552
leaf_count=6626 228 220 278 1580 158 774 122 722 154 59 450 147 32 107 55 622 133 324 86 275 87 41 65 168 99 31 239 187 39 597
internal_value=0.00023352 -0.000231404 -0.00214063 0.000367743 0.00197198 -0.000629107 0.00458471 0.00110986 -7.39369e-05 0.000155941 0.00272109 0.000664296 0.00127535 -0.00282815 0.00055519 -0.00456718 -0.00336594 0.00054469 0.0015213 0.000858818 -0.0021967 0.00645638 0.00543587 0.00332732 0.00702327 -0.00848886 0.00100261 0.00221675 0.00619637 0.000748913
internal_weight=3304.89 2602.78 625.88 1976.9 702.107 388.317 171.175 530.932 1607.51 327.852 138.573 494.02 423.012 71.0083 37.6715 237.563 183.906 316.554 245.829 227.059 154.65 117.087 107.28 78.1759 38.2858 53.6565 415.452 248.282 64.9742 183.308
internal_count=14705 11699 2889 8810 3006 1796 723 2283 7230 1518 604 2125 1816 309 162 1093 842 1459 1135 1049 709 495 454 332 164 251 1784 1062 278 784
is_linear=0
shrinkage=0.0106442


Tree=104
num_leaves=31
num_cat=0
split_feature=86 86 122 86 147 40 149 53 86 111 40 111 26 103 7 91 129 98 123 120 44 136 16 3 26 107 15 26 132 3
split_gain=23.2387 25.2128 16.6689 16.3434 13.7793 11.45 11.2173 10.4809 9.39401 9.54291 11.3688 9.13163 9.1198 9.02413 9.00332 8.87217 8.85048 8.83104 12.1305 10.2968 9.62924 9.47344 8.77176 8.74559 8.66331 11.0564 11.151 8.62981 10.7022 8.78511
threshold=2.7470930232558142 1.0000000180025095e-35 1.3515000000000004 2.0071428571428576 0.44874925946971994 3.8550000000000004 0.60168717554316486 2.3550000000000004 3.7370689655172415 3.7500000000000004 3.2850000000000006 19.450000000000003 0.49527777777777787 1.8400000000000001 -4.3219211759799228 0.048749999999999953 0.77500000000000013 0.5590277777777779 2.1145000000000005 1.2110000000000001 5.5750000000000011 4.6500000000000012 2.5000000000000004 1422.3270061618052 0.49211111111111117 0.59050000000000014 0.77500000000000013 0.57707142857142879 2.1835000000000004 1587.2837469079589
decision_type=2 2 2 2 2 2 2 2 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 15 5 -5 17 11 9 10 -2 27 -7 -13 -12 -3 -9 18 -1 21 -21 -19 23 -11 -25 26 -26 28 29 -4
right_child=8 3 7 4 -6 12 -8 16 -10 22 14 13 -14 -15 -16 -17 -18 19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0 0.0040039002333246924 -0.0085767369188515796 0.0022093613945999937 -0.00071107378421336243 -0.0038196653241495803 0.010582597892706496 0.0029439780457299345 0 0.0065371179064756457 0.003989436679160142 0.00092949246862571221 0.00027599451513916933 -0.00023307561693672684 -0.0086572493897038791 -0.0095580968348235162 -0.00191108669786207 -0.0090324274638722991 -0.0046835698075671141 0.0099805247001674372 -0.0074064003941102666 -0.00183421033976183 -0.00021812111972160261 0.0060969615323674137 -0.0032537562440734607 0.015159287418564182 -0.00044364678845352969 0.00043696757436508313 0.0053035441583659665 0.0067507232427253816 -0.00097530468387922102
leaf_weight=214.04026426374912 239.41467013955116 62.160028457641602 372.68303537368774 320.30829256772995 166.59649865329266 19.374474033713341 85.079234033823013 283.3298207372427 48.585891231894493 51.590231046080589 33.385578170418739 111.73013111948967 12.885542795062063 14.239564985036848 12.205494612455366 42.98367503285408 12.928041100502012 64.319473996758461 14.76602131128311 63.203725203871727 94.708961665630341 368.80185100436211 28.567772582173347 103.24400052428246 11.053931996226313 158.66338565945625 15.660589784383772 102.89980946481228 47.386847630143166 127.99725604057312
leaf_count=976 1027 296 1599 1475 764 87 371 1304 197 223 145 474 59 60 54 203 60 304 63 287 436 1707 121 449 47 676 67 431 199 544
internal_value=0.000231029 -0.000229071 0.000354983 -0.00209645 -0.00129548 -7.29896e-05 -0.000701682 0.00125574 0.00195073 0.00159384 0.00306297 0.0019078 0.00593727 -0.000650522 -0.00164807 -0.00595155 -0.000418858 -0.00109281 0.000649334 -0.001785 -0.0041309 -0.000905475 0.000430004 -1.50125e-05 -0.000767149 0.000561137 0.00692153 0.00241898 0.00185826 0.00137426
internal_weight=3304.79 2602.42 1978.11 624.309 519.165 352.568 904.92 1073.19 702.372 653.786 285.006 776.937 32.26 125.97 45.5911 105.144 296.258 819.84 228.806 591.034 157.913 433.121 368.78 340.212 288.622 185.378 26.7145 650.967 548.067 500.68
internal_count=14705 11699 8815 2884 2385 1621 4144 4671 3006 2809 1226 3307 146 534 199 499 1364 3773 1039 2734 723 2011 1583 1462 1239 790 114 2773 2342 2143
is_linear=0
shrinkage=0.0106442


Tree=105
num_leaves=31
num_cat=0
split_feature=48 54 85 27 26 47 98 9 56 1 34 48 26 143 99 29 150 47 9 138 29 2 29 9 29 120 4 130 113 105
split_gain=26.9825 12.1505 11.9658 8.97597 8.8637 8.53566 8.07719 7.66729 10.7345 8.37563 15.3306 9.6087 8.17073 12.235 8.66848 7.82251 8.74315 9.91676 7.60879 7.59806 8.07413 8.55865 7.30301 7.18722 7.24814 9.94985 7.05225 7.04269 7.05686 6.99824
threshold=1.7050000000000003 1.2950000000000002 -0.23643132220795887 0.55414285714285716 0.57816666666666683 1.3250000000000004 0.5590277777777779 1.9666666666666668 2.1450000000000005 1437.7917120089978 1.925 2.2650000000000001 0.46894444444444444 1.5085000000000002 0.36931818181818182 2.183333333333334 0.59354565401577208 1.385 1.3095238095238098 4.5000000000000009 6.3166666666666673 134.88489001546557 3.2361111111111116 0.30952380952380959 4.1180555555555562 1.4720000000000002 1482.4316294652253 1.3540000000000003 0.47750000000000009 0.38450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -2 18 9 12 10 15 19 13 -9 -14 -7 17 -17 -6 -11 21 -21 -5 -24 25 -25 -12 -8 -29 -3
right_child=5 29 3 22 6 7 27 8 -10 11 26 -13 14 -15 -16 16 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0041413214408266849 0.0024170654977683985 0.00085045190278546423 -0.001270580925933517 -0.0059593190561445528 0.001396283407235279 -0.0079460372131245974 -0.0051538285661251676 -0.0020028785323211282 0.003899629822589274 -0.00078701581697328727 0.0051857587855815204 -0.0084952768008813764 0.005641525498684373 0.0078175036436889042 -0.0043412378733605527 0.012327621021096809 -0.0014050361241007702 0.0025382404264720354 0.017649239186559633 0.0023509898354127012 -0.0030608083940592053 -0.0025177488730438783 -0.0076984240215551107 0.0091676911179912751 0.00098880118041725458 -0.00046886886272761976 0.017167259722329353 0.0050607086129736264 -0.0028515108259696809 0.012237999015965166
leaf_weight=124.03907199203968 418.0641156733036 16.898567855358127 1231.8490864187479 14.536744520068167 9.220656484365465 8.5180981606245023 17.735574766993523 45.575541481375694 40.273344397544861 242.30875340104103 17.94155722856522 12.847427636384962 9.7966388016939145 20.548498883843422 127.75144420564175 14.974205315113066 44.011937230825424 80.596872508525848 6.9220569580793372 427.46926859021187 39.174157664179802 43.195793852210045 8.3886844217777234 32.734900712966919 167.5465881228447 16.142680436372757 11.577723428606985 39.309124752879143 17.086902633309364 12.097180664539335
leaf_count=582 1713 69 5721 69 42 37 84 198 171 1046 78 54 42 88 554 63 188 348 31 1844 169 185 40 153 770 75 50 181 78 50
internal_value=0.000105416 -0.000819534 -0.000942443 -0.000681614 -0.00102927 0.00110025 0.0021473 0.000627444 -0.00103277 0.00106823 0.0031637 0.00056798 -0.0020596 0.000890194 -0.00355395 0.00168233 0.00234507 0.00418184 0.0090156 0.000736739 0.00148151 0.00188186 0.00119495 0.00170423 0.00211716 0.00577038 0.0102405 0.00051014 0.00247741 0.00596326
internal_weight=3319.13 1714.51 1685.51 1561.47 1322.12 1604.63 90.2743 1186.56 243.945 942.616 177.62 764.995 203.672 66.124 137.548 148.101 139.583 95.5711 16.1427 752.148 509.839 470.665 239.35 224.813 216.424 48.8776 29.5193 74.1316 56.396 28.9957
internal_count=14773 7945 7826 7244 6137 6828 416 5115 1053 4062 764 3298 882 286 596 636 599 411 73 3244 2198 2029 1107 1038 998 228 128 343 259 119
is_linear=0
shrinkage=0.0106442


Tree=106
num_leaves=31
num_cat=0
split_feature=48 86 54 85 133 56 77 86 149 115 6 99 105 77 4 40 45 86 29 56 3 40 4 28 117 4 144 3 149 44
split_gain=26.4094 12.8586 11.9021 11.7359 9.97839 7.49976 13.5172 8.76283 10.3115 8.73154 8.09939 9.47489 9.34203 7.79078 8.30302 9.52485 7.73295 8.43567 8.07827 7.71361 10.7419 7.66379 8.09651 8.4273 9.00938 8.36569 7.45704 8.71081 7.30149 7.26775
threshold=1.7050000000000003 3.7370689655172415 1.2950000000000002 -0.23643132220795887 2.6125000000000003 2.1250000000000004 1.9666666666666668 2.886038961038961 0.53574674286046664 1.4645000000000004 1511.2490483922682 0.61721611721611735 0.42750000000000005 3.1000000000000005 1408.5718834257057 3.1350000000000002 1.0000000180025095e-35 3.517323775388292 3.6458333333333335 1.9550000000000003 1471.1135516707134 5.1050000000000013 1521.9259868196202 5.4722222222222232 0.41650000000000004 1506.3859380335175 -0.0028499999999999997 1505.9558080898457 0.56872619447711881 10.775000000000002
decision_type=2 2 2 2 2 2 2 2 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 -1 -5 6 7 9 -9 10 12 -12 -2 14 -7 26 17 -10 -18 20 -11 22 25 24 -24 29 -16 -28 -21 -8
right_child=1 -3 -4 4 -6 13 21 8 16 19 11 -13 -14 -15 15 -17 18 -19 -20 28 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.004103530934083042 -0.00092052385092834116 0.0076092515431479954 0.005898744654358792 -0.00078253111398560735 0.0063802250224044938 -0.004190549912559122 -0.00037184536646646729 0.0084595164831206358 0.0059215746357747711 -0.00025110958597954539 0.0010536560808059744 -0.0040905438650246373 0.0022258071199666978 0.012363218754608375 -0.002938495125980739 -0.0012854268502370868 0.0051227468167355404 -0.0038487940190891686 -0.0024215748443915633 -0.0044884874758843087 0.0058907846459721044 0.0039856965893249842 0.00054442128320551862 0.0027838142064617773 -0.0082905832748095785 0.0067552222176451883 0.006317429962970033 0.0020269947015871788 0.0023080172447748023 -0.0077397374891857414
leaf_weight=123.84993681311607 201.83017763495445 33.991425678133965 29.019553780555725 1539.0040783584118 22.070523753762245 21.406539306044579 95.936136066913605 35.085956528782845 63.47464245557785 43.67380028963089 62.601450368762016 102.6940792798996 220.66816937923431 8.9799301177263242 17.688913896679878 57.333742529153824 21.852974489331245 10.529823049902914 59.207352355122566 29.171229526400566 96.54751081764698 22.63138535618782 14.108087986707686 11.680306017398832 57.660608753561974 14.829355448484419 101.80215452611446 135.08483448624611 45.558238551020622 18.913628071546555
leaf_count=582 869 137 119 7147 97 89 413 147 264 189 268 444 947 37 74 240 93 43 253 126 413 94 61 50 250 64 424 562 195 82
internal_value=0.000104288 0.0010883 -0.000811027 -0.000932817 -0.000674543 0.000940528 0.000541194 0.00109173 0.00315921 0.000588925 -6.50678e-05 -0.00207883 0.00069795 0.00234326 0.00204184 0.00250321 0.00189226 0.0043896 -0.000258268 0.00242612 0.00390298 -0.00173287 -0.00238934 -0.00499537 -0.00640762 -0.000631438 0.00339767 0.0039151 -0.000204645 -0.00167656
internal_weight=3318.89 1604.94 1713.94 1684.92 1561.07 1570.95 1228.65 992.895 190.151 802.745 587.794 165.296 422.498 342.296 333.316 311.91 155.065 74.0045 81.0603 214.951 140.221 235.76 213.128 83.449 71.7687 129.679 254.576 236.887 74.7295 114.85
internal_count=14773 6828 7945 7826 7244 6691 5265 4251 800 3451 2528 712 1816 1426 1389 1300 653 307 346 923 602 1014 920 361 311 559 1060 986 321 495
is_linear=0
shrinkage=0.0106442


Tree=107
num_leaves=31
num_cat=0
split_feature=54 85 10 86 98 79 39 102 149 106 120 2 86 84 26 54 27 147 79 55 29 46 133 126 77 94 26 95 109 136
split_gain=25.3296 12.5207 14.2272 11.3902 11.1725 14.718 10.3318 15.02 10.5443 10.8537 9.94219 10.8518 9.9134 9.30106 8.40115 8.39494 8.706 11.9142 8.36856 8.19144 8.0833 11.104 9.3361 8.44934 8.96885 7.99109 12.1713 10.7559 11.3208 9.67812
threshold=1.2850000000000004 -0.25830845771144278 1.3785714285714288 2.7176079734219276 0.6858552631578948 3.3327687937062942 0.42120695191161267 0.40050000000000008 0.5661226627981949 0.68150000000000011 2.0500000000000003 79.833515677390565 3.7370689655172415 0.024356060606060551 0.37683333333333335 1.1050000000000002 0.5531666666666667 0.43831445964906096 2.5967863419533024 1.3050000000000004 2.2111111111111117 3.3750000000000004 1.4365000000000003 2.3875000000000006 0.65476190476190488 22.050000000000004 0.55612500000000009 7.4999999999999991 1.5000000000000002 8.8500000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 25 8 -8 15 -10 13 -12 19 14 -6 18 17 -17 -5 -2 22 -22 -21 -23 -25 27 -27 29 -29 -3
right_child=12 3 -4 6 10 -7 7 -9 9 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 21 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0076883582184535584 0.0032269820530555966 -0.0028762543423032734 0 -0.0059092738929476928 -0.010337882837449297 0.014746377699783575 0.0038346148338321818 -0.010337375873861281 0.0028902408300455935 -0.0044950741734428234 -0.0008103900707063412 0.010807506952920513 0.0075012002520546016 -0.0073675727056768444 -0.0016384880227196853 0.010010239356341735 0.012825951936329339 0.0013682482318129342 0.0027156901351228771 0.0019858330353093156 0.0037257995651126074 0.00084215521201584155 -0.00632624308138016 0.0071516055203733556 -0.0034587837015393765 0.00072650688955603162 0.0095951015566147213 0.0038315258685300835 -0.0021065173661792671 0.00041675146070127269
leaf_weight=60.331693172454834 170.26607932150364 266.23648378252983 47.316825613379478 16.470431700348854 13.376776814460753 7.5954972803592673 13.710190609097479 19.344935595989227 42.90752050280571 46.042558431625366 21.676801547408104 14.107377275824545 27.800982266664505 38.279747769236565 602.83718545734882 27.063139066100121 16.631098970770836 65.868635416030884 53.189601376652718 23.051893562078476 141.44801719486713 973.06218007206917 38.125540792942047 9.4566867947578412 92.016776353120804 141.11044442653656 20.681656688451767 98.421770125627518 55.252978518605232 154.88893891870975
leaf_count=284 699 1247 219 74 65 32 61 86 186 199 98 63 112 181 2845 120 73 295 230 98 603 4153 162 40 391 649 93 448 251 716
internal_value=0.000103243 -0.000725193 -0.00426082 -0.000499867 -0.000899429 0 0.00136804 -0.00414187 0.00208632 -0.000814605 -0.00187482 0.00347658 0.00114551 -0.00218343 -0.00184436 0.00358462 0.00543366 0.00399783 0.000525778 0.00101619 0.000713237 0.000909826 -0.00302271 0.000529376 -0.00236656 -0.000146705 0.00192502 -0.000748098 0.00162826 -0.00164018
internal_weight=3318.57 1843.34 107.649 1735.69 1434.47 744.188 301.228 33.0551 268.173 88.9501 690.278 35.7842 1475.23 654.494 616.214 179.223 109.563 92.9318 69.66 1447.43 1277.16 1215.98 61.1774 1074.54 101.473 736.592 161.792 574.8 153.675 421.125
internal_count=14773 8515 503 8012 6688 3436 1324 147 1177 385 3252 161 6258 3091 2910 792 488 415 304 6146 5447 5187 260 4584 431 3404 742 2662 699 1963
is_linear=0
shrinkage=0.0106442


Tree=108
num_leaves=31
num_cat=0
split_feature=41 86 85 8 136 46 105 54 80 28 51 37 38 28 134 85 89 138 1 148 132 1 30 40 102 120 105 40 131 92
split_gain=21.6266 17.0918 16.9052 13.3207 13.9341 13.3189 10.9335 13.4169 11.2661 10.4665 9.26822 9.06171 12.2717 13.4112 11.4163 10.1328 11.5094 9.78874 9.62028 9.47682 10.5696 9.26299 8.95265 8.7403 8.71367 9.15746 8.46479 9.22513 8.59483 8.40595
threshold=2.4350000000000005 2.7409677419354845 -0.20102564102564102 1.6547619047619049 5.7500000000000009 4.2150000000000007 0.44150000000000006 1.1650000000000003 0.052860555765120061 7.5777777777777784 1.155 0.27478828132098526 0.22639160255105464 3.9500000000000006 0.12900000000000003 -0.10898809523809523 0.57000000000000017 4.5000000000000009 1469.9251185815904 0.25070180469638537 0.78900000000000015 1500.8979985659582 0.1522774327122153 4.5950000000000006 0.91150000000000009 2.0500000000000003 0.76250000000000007 2.3950000000000005 1.5855000000000004 -0.20291666666666663
decision_type=2 2 2 2 2 2 2 2 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 26 4 23 -2 7 -5 10 -7 -8 12 22 17 15 16 18 -14 -13 21 -21 29 -3 -4 -17 -26 -1 -28 -29 -16
right_child=5 11 3 6 -6 9 8 -9 -10 -11 -12 14 13 -15 19 24 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0058366526233549669 0.0072856902733214584 -0.0032248205775640168 -0.0031339734218814217 0.0024314183184257635 -0.00040420101725010448 0.00063200980624838641 0.008138431601658884 -0.0021999768996005782 0.00082724531797534755 0.011107335895968439 0.0015647878633473194 -0.0019122892537219577 -0.0089689307222787524 -0.010954467848980137 -0.011687337379604226 0.0056735667582102954 -0.0030598273214405246 0.0035906930890006665 0.0062183179628839489 0.0055783459267151657 -0.0045413308737741057 0.0054731439166230871 0.0084414166763005817 0.0053539993838618112 8.2444674953151108e-05 0.006872513214079121 -0.0061818991763905292 0.0083703251303769641 -0.0050820358921720927 0.00053984957088922978
leaf_weight=102.47884173691273 64.981228440999985 11.312909677624704 352.88772565126419 104.33983564376831 1186.6849792897701 151.19662959873676 53.441862687468529 214.68439377844334 281.16585791110992 11.956814050674437 53.288531929254532 23.495717525482178 10.270622402429579 23.883214011788368 7.4797708392143241 148.57872547209263 61.569100305438042 21.958455696702003 44.906057178974152 12.963344380259512 76.120034217834473 43.617895752191544 17.580826476216316 13.418492689728735 99.689173221588135 30.375211119651794 16.662648573517799 17.219739228487018 6.8052689582109442 34.93830232322216
leaf_count=486 264 48 1630 473 5401 617 224 942 1246 48 233 101 46 104 32 640 268 96 191 57 331 185 73 61 427 127 74 80 31 149
internal_value=3.1556e-06 -0.00022849 -0.000650229 -0.00042036 -0.000974737 0.00316823 0.000782676 -0.000652347 0.00198996 0.00146401 0.00495464 0.00127132 -0.0019172 -0.00489908 0.00175362 0.00273205 0.000191841 -8.61947e-05 0.00327209 -0.000469494 -0.00295094 0.00197789 0.00351054 -0.0027944 0.00387926 0.00174887 -0.00420547 0 0.00412311 -0.00136887
internal_weight=3299.95 3071.82 2403.08 2259.91 1552.99 228.135 706.92 319.024 387.896 163.153 106.73 668.739 85.006 56.1123 583.733 408.614 129.971 32.2291 68.4018 175.119 89.0834 86.036 28.8937 366.306 278.643 130.064 143.166 40.6877 24.025 42.4181
internal_count=14685 13756 10881 10210 7092 929 3118 1415 1703 665 457 2875 367 246 2508 1754 560 142 292 754 388 366 121 1691 1194 554 671 185 111 181
is_linear=0
shrinkage=0.0106442


Tree=109
num_leaves=31
num_cat=0
split_feature=41 86 85 8 136 46 53 84 28 34 122 44 25 37 38 28 134 85 89 138 1 148 1 130 30 102 122 26 142 45
split_gain=21.175 16.732 16.5868 13.0471 13.6544 13.0122 11.2449 11.4142 10.2399 9.49272 9.09872 10.7987 10.1802 8.87294 12.018 13.1861 11.1609 9.91115 11.2593 9.59984 9.40722 9.27647 9.05263 8.81933 8.7567 8.49095 13.7287 8.67561 8.28135 9.508
threshold=2.4350000000000005 2.7409677419354845 -0.20102564102564102 1.6547619047619049 5.7500000000000009 4.2150000000000007 2.0850000000000004 0.013139097744360851 7.5777777777777784 4.285000000000001 1.7735000000000001 8.7450000000000028 0.2678571428571429 0.27478828132098526 0.22639160255105464 3.9500000000000006 0.12900000000000003 -0.10898809523809523 0.57000000000000017 4.5000000000000009 1469.9251185815904 0.25070180469638537 1500.8979985659582 1.4145000000000001 0.1522774327122153 0.91150000000000009 1.8785000000000001 0.52816666666666678 0.39250000000000007 1.1150000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 23 -5 10 -7 -4 12 -12 -8 14 24 19 17 18 20 -16 -15 22 -18 -2 -3 -19 27 -27 29 -23
right_child=5 13 3 6 -6 8 7 -9 -10 -11 11 -13 -14 16 15 -17 21 25 -20 -21 -22 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0041679435178507123 0 -0.003192896281434677 -0.0031054825338160501 0.0024346267120370418 -0.00039995288685299601 0.00062523218226908023 -0.0042382850061775633 -0.0038959339118200629 0.010987103500821244 0.0061799618241856653 0.0069836588338202769 1.2966742232335077e-05 0.00069096684393883949 -0.0018928039644489267 -0.0088990084997860736 -0.010871045705516879 -0.0013522156196265379 0.0056053290280940896 -0.0030297504990038477 0.0035489595226749502 0.0061435881384675874 -0.0035558197356444256 0.0054086458907492809 0.0093175147797656711 0.0083393685079307615 0.001444198793896615 0.0069404650174354097 -0.0059072215619569669 -0.0072346972752144684 0.005635338100397326
leaf_weight=142.94728301465511 14.651215523481367 11.304445639252664 353.73568284511566 280.36801461875439 1186.5248238295317 151.20875106751919 64.428933501243591 81.294013842940331 11.95898202061653 12.204256266355513 46.41172893345356 61.756555691361427 172.79032462835312 23.484981149435043 10.241297185420988 23.810707449913025 42.401739403605461 148.78560626506805 61.518716484308243 21.980078712105751 44.968149572610855 37.557441368699074 43.667953282594681 50.373226955533028 17.606398984789848 65.307331532239914 39.977101862430573 24.820808425545692 32.352883279323578 19.100544899702072
leaf_count=671 60 48 1637 1200 5401 617 296 367 48 54 208 266 781 101 46 104 181 640 268 96 191 161 185 204 73 280 167 107 141 86
internal_value=3.24244e-06 -0.000225999 -0.000643437 -0.000415816 -0.000964693 0.00313469 0.000774509 -0.000291746 0.00144899 -0.00276714 0.000526195 0.00310088 -0.000603591 0.00125764 -0.00189829 -0.00485397 0.00173468 0.00270158 0.000188056 -8.18876e-05 0.00323317 -0.000463356 0.00195604 0.00720332 0.00346721 0.00383533 0.00173056 -0.000463926 -0.00292069 -0.000272106
internal_weight=3299.54 3071.35 2402.46 2259.51 1552.46 228.192 707.05 426.682 163.168 365.94 345.388 108.168 237.219 668.886 84.9429 56.0321 583.943 408.863 129.972 32.2214 68.4531 175.081 86.0697 65.0244 28.9108 278.891 130.105 90.1281 89.0109 56.658
internal_count=14685 13756 10881 10210 7092 929 3118 1918 665 1691 1551 474 1077 2875 367 246 2508 1754 560 142 292 754 366 264 121 1194 554 387 388 247
is_linear=0
shrinkage=0.0106442


Tree=110
num_leaves=31
num_cat=0
split_feature=41 86 85 66 94 135 84 56 109 110 99 126 141 7 1 105 40 131 40 53 30 134 85 148 1 102 122 0 105 141
split_gain=20.7344 16.3711 16.2668 11.9136 11.2813 10.8054 9.74564 10.0471 9.51139 10.2607 11.2704 8.90449 8.51217 19.6299 9.98779 8.3279 9.03596 8.41878 8.31159 10.6099 11.4837 10.5036 11.5141 8.99867 8.90757 8.61268 13.8065 8.29084 8.24681 7.93979
threshold=2.4350000000000005 2.7409677419354845 -0.20102564102564102 1.0000000180025095e-35 19.050000000000004 0.45350000000000007 0.022211538461538404 2.0050000000000003 5.5000000000000009 29.850000000000005 0.45804195804195807 1.6125000000000003 -0.60349999999999981 10.531579829865338 1429.2359292807216 0.76250000000000007 2.3950000000000005 1.5855000000000004 3.3650000000000007 2.1450000000000005 0.15165043290043287 0.12900000000000003 -0.10898809523809523 0.25070180469638537 1500.8979985659582 0.91150000000000009 1.8785000000000001 1560.6811410211587 0.22450000000000003 1.1880000000000002
decision_type=2 2 2 2 2 2 2 2 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 15 -2 6 8 12 -8 9 10 -6 -7 13 -4 -15 27 -17 -18 21 20 -20 22 -3 24 -23 -24 -27 -1 -9 -26
right_child=3 18 4 -5 5 11 7 28 -10 -11 -12 -13 -14 14 -16 16 17 -19 19 -21 -22 23 25 -25 29 26 -28 -29 -30 -31
leaf_value=-0.007431329863946119 0.007312917260173901 0 -0.0042187663594161666 0.0016000025040769496 0.0030411045626519326 0.0068745780077665089 -0.0050357151228529167 -0.0027992976738940591 0.01031432276051741 0.0078583128106658531 -0.00083933653987569741 0.00064518429755659474 -0.0001790348521930308 -0.0009103732649407587 0.0054082888260164764 -0.0060911168688330538 0.008313091144503992 -0.0049992780950110678 -0.0033179905679734992 -0.0047931040094618682 0.0081927908037191174 -0.0012939966565160132 0.0056594603520753167 -0.0028784979897262825 0.0088802717170443444 -0.00041933706072390511 0.0070068362280251385 0 0.010563112675849933 -0.00010692063413205362
leaf_weight=78.177675828337669 58.154307499527931 126.73040424287319 205.05364601314068 170.08685144782066 98.18923544883728 52.192429959774017 111.94935826957226 10.317326635122301 10.137602895498274 17.984225496649742 601.07129666209221 60.118894964456558 956.13151617348194 85.702716171741486 41.075665503740311 16.610098034143448 17.245567783713344 6.7841039448976508 17.878555729985237 53.627183437347412 19.857030987739563 42.205001085996628 148.34979350864887 87.202457427978516 27.474366217851639 90.961423382163048 39.787212327122688 23.910371273756027 9.1688355356454831 14.959235563874243
leaf_count=375 235 545 944 694 437 233 510 44 44 80 2688 263 4354 388 186 74 80 31 77 239 83 180 636 380 116 390 166 111 39 63
internal_value=3.22403e-06 -0.000223645 -0.000636721 0.00310159 -0.000411376 0.000558605 -0.000992594 -0.003772 6.94042e-05 -6.07697e-05 -0.000279445 0.00363348 -0.000700811 -0.00217262 0.00105408 -0.00412995 0 0.00411807 0.00124361 -0.00168205 0.0024611 0.00172449 0.00266224 -0.000429102 0.00197052 0.00387039 0.00176022 -0.0057523 0.00294967 0.00546472
internal_weight=3299.09 3070.85 2401.82 228.241 2259.09 839.694 1419.4 131.436 727.382 717.245 699.261 112.311 1287.96 331.832 126.778 142.728 40.6398 24.0297 669.033 91.3628 37.7356 577.67 405.829 171.841 84.6386 279.098 130.749 102.088 19.4862 42.4336
internal_count=14685 13756 10881 929 10210 3745 6465 593 3249 3205 3125 496 5872 1518 574 671 185 111 2875 399 160 2476 1737 739 359 1192 556 486 83 179
is_linear=0
shrinkage=0.0106442


Tree=111
num_leaves=31
num_cat=0
split_feature=47 86 41 94 56 101 127 98 136 4 99 95 110 27 3 39 134 95 27 39 7 86 148 6 94 132 122 35 2 3
split_gain=43.1119 18.357 13.3159 12.9189 15.5717 10.8926 10.8358 9.99404 9.5699 12.4315 8.48934 10.3678 12.8073 9.26691 9.13725 8.97892 7.70296 9.64592 8.61741 10.1097 7.58409 7.25073 7.47262 7.25054 7.22591 10.1788 8.06522 9.0279 6.88722 6.80866
threshold=1.7050000000000003 2.886038961038961 1.6450000000000002 16.050000000000004 2.1750000000000003 0.55000000000000016 1.9500000000000002 0.86811594202898557 3.7500000000000004 1540.2686024049765 0.53589743589743599 -1.0000000180025095e-35 14.15 0.42683333333333334 1460.2067596431023 0.42120695191161267 0.14650000000000002 9.75 0.42788888888888893 0.42501636868273196 7.2197800952091038 2.6228448275862073 0.2704396221841926 1494.8691753619507 11.400000000000002 2.2360000000000002 1.3660000000000003 4.6950000000000012 166.52883983701329 1494.7662411451358
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 8 23 21 10 9 -1 11 14 -13 20 -7 -15 18 29 -3 -20 -12 -4 -23 -5 26 28 -10 -28 -26 -18
right_child=2 16 6 5 -6 7 -8 -9 24 -11 13 12 -14 15 -16 -17 17 -19 19 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0055314809896377694 -0.0060573871838122857 -0.0018633479728388921 -0.0015297461153901766 0.012501734618191665 0.004367058126348149 0.0052878255840945248 -0.0060062637025164369 -0.006072895987212089 -0.0023131894847555571 -0.0048281279262533377 0 0.0011722538015604151 0.010945488503173929 0.0017121180834788752 -0.00044430123673464288 -0.0011234922523566131 0.0027925945716348569 0.0086206891531219916 0.0050979213255052105 0 -0.0087700517628145486 -0.00033651730537922624 0.0048493493378883755 0 -0.0043902040782271626 0.0065950095758341622 -0.00032730582506108001 0.0047259354055662582 0.0004367280117875366 -0.0023569491649970465
leaf_weight=50.025738850235939 75.934265866875648 26.9786087423563 779.70604012906551 16.104913011193279 65.420889481902122 45.576763510704041 55.186332762241364 21.456923648715019 192.08950424194336 16.782396599650383 22.871378391981125 30.816348850727081 36.100826278328896 474.73169912397861 93.244431585073471 167.85101148486137 45.868219137191772 15.060231015086172 246.50338214635849 57.146184965968132 20.630080178380013 122.71646925806999 41.040753617882729 9.5123453438281995 178.90737509727478 11.201435640454291 231.90481889247894 47.800175741314888 36.470925807952881 77.233628541231155
leaf_count=215 393 114 3741 69 271 196 263 95 853 73 100 131 152 2039 400 723 194 62 1030 241 89 560 184 41 786 48 1014 196 154 325
internal_value=2.9961e-05 0.000874412 -0.00171921 0.000371388 -0.000587056 0.00123046 -0.00137885 0.00102528 -0.00102433 0.00277206 0.00120782 0.00311722 0.00660157 0.000619953 0.00136205 0.000955091 0.00275075 0.000549248 0.00363898 0.0041624 -0.00408935 -0.00109705 0.000899089 0.00813573 -0.00140253 -0.00297755 -0.000623879 0.000498755 -0.00352412 -0.000352975
internal_weight=3312.87 2238.29 1074.58 1769.5 830.603 938.897 998.65 913.279 765.182 66.8081 891.823 205.738 66.9172 686.084 138.821 642.583 468.79 138.162 330.628 303.65 43.5015 943.463 163.757 25.6173 698.374 226.58 471.794 279.705 215.378 123.102
internal_count=14752 9611 5141 7645 3610 4035 4748 3925 3339 288 3830 879 283 2951 596 2762 1966 581 1385 1271 189 4485 744 110 3051 988 2063 1210 940 519
is_linear=0
shrinkage=0.0106442


Tree=112
num_leaves=31
num_cat=0
split_feature=47 86 41 94 48 101 98 26 146 98 99 98 97 120 27 37 147 0 12 145 86 148 131 26 51 143 147 101 131 134
split_gain=42.2303 17.954 13.0888 12.6413 13.6469 10.6427 9.79581 8.41796 8.63762 8.32214 8.30377 9.89514 9.79787 9.43726 9.07464 8.90321 8.75704 8.01889 8.75613 10.5547 7.96658 8.90183 9.93658 8.24879 7.82085 7.61233 7.60107 7.5173 7.27933 7.23032
threshold=1.7050000000000003 2.886038961038961 1.6450000000000002 16.050000000000004 2.0650000000000004 0.55000000000000016 0.86811594202898557 0.51354166666666679 0.0040500000000000006 0.46862745098039221 0.53589743589743599 0.68990384615384626 7.5000000000000009 1.5280000000000002 0.42683333333333334 0.31675116214879367 0.45340220333168152 1682.0875910833226 0.29166666666666669 0.88310000000000011 2.6228448275862073 0.2704396221841926 0.95000000000000007 0.37050000000000005 1.1150000000000004 -0.13549999999999998 0.37413381983452565 1.5500000000000003 1.5635000000000001 0.14650000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 7 -5 10 8 -1 -6 11 12 -7 -13 16 -16 -12 18 19 -9 23 28 -23 -4 -20 -24 -3 -19 -22 -28
right_child=2 26 20 5 9 6 -8 17 -10 -11 14 13 -14 -15 15 -17 -18 27 24 -21 21 22 25 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0017031596471259441 -0.0060102385302537838 -0.0069334182374422302 -0.0095447945062835868 0.0080369333751735203 -0.0042387572259925945 0.0056579167166725761 -0.0060192031383575354 0.0031907521571007836 -0.0070309736673959088 0.0024981322044310235 -0.0067276060572992562 0.0023407798984720419 -0.0010525427651198837 -0.0072287980250476383 -0.0010899453726390892 0.0017109606755803127 0.0042528056701000823 0.012735013034047626 0.0010961345663383045 -0.0065555922142044023 0.00045479779387556457 -0.0019998521932889451 0.0010461875471009564 -0.001638542376835151 -0.005841035151030711 0.013025374842264459 0.0037919648038689975 0 -0.0059885674785852081 0.00076154127718112616
leaf_weight=386.52130655944347 75.716515481472015 8.4316020756959897 15.859018489718435 25.665106952190399 22.32343502342701 128.66807341575623 21.418103083968163 86.42908039689064 39.834533825516701 188.6374724060297 33.811692118644714 31.986855626106262 27.385911822319031 17.836963206529617 172.13160312175751 470.60404792428017 9.6431262791156751 10.984829619526865 27.088624611496925 14.204477697610853 104.88430100679398 13.809191390872 12.330498769879343 809.8481952548027 45.799910500645638 17.384885147213936 324.56711043417454 8.5367047637701017 23.968341246247292 136.01626518368721
leaf_count=1708 393 35 78 110 93 547 95 379 176 785 147 140 116 76 743 2019 42 47 119 63 478 63 55 3887 203 77 1359 37 110 572
internal_value=2.96533e-05 0.00086518 -0.00170238 0.000367541 -0.000580722 0.00121713 0.00101404 -0.00138655 -0.00222555 0.00173551 0.00119466 0.00308246 0.00441306 -0.000874545 0.000612974 0.000944523 -0.00404947 0.000412116 -0.000257481 0.00171079 -0.00136506 0.000672325 0.00486457 -0.0018031 -0.00311892 0.00840767 0.00272032 0.00690148 -0.000662326 0.00291982
internal_weight=3312.33 2238.53 1073.8 1769.51 830.36 939.151 913.486 619.399 426.356 210.961 892.068 205.878 156.054 49.8238 686.19 642.736 43.4548 193.044 173.522 100.634 998.084 172.377 43.5246 825.707 72.8885 29.7154 469.015 19.5215 128.853 460.583
internal_count=14752 9611 5141 7645 3610 4035 3925 2732 1884 878 3830 879 663 216 2951 2762 189 848 764 442 4748 783 195 3965 322 132 1966 84 588 1931
is_linear=0
shrinkage=0.0106442


Tree=113
num_leaves=31
num_cat=0
split_feature=47 86 41 94 132 26 99 101 95 90 133 121 141 142 105 26 36 80 134 105 8 37 137 42 98 2 100 27 90 111
split_gain=41.3815 18.5186 12.4907 11.8809 13.6016 11.2235 11.1202 14.6959 10.1622 9.664 8.8204 8.77345 10.4696 8.73426 8.67162 9.35733 8.32168 9.29502 7.82056 10.8318 10.0472 8.19937 7.70011 7.69798 7.63881 7.57049 9.22272 7.16662 7.13028 7.19228
threshold=1.7250000000000003 2.8304597701149432 1.6250000000000002 16.050000000000004 1.8820000000000003 0.50050000000000006 0.53589743589743599 0.55000000000000016 -1.0000000180025095e-35 -0.22708333333333328 1.8945000000000001 1.6460000000000001 0.18100000000000002 1.2585000000000002 0.30050000000000004 0.57414285714285718 1.9450000000000001 0.084468226489000764 0.14650000000000002 0.78150000000000019 1.591666666666667 0.31910700605025055 8.9500000000000011 1.9350000000000003 0.86811594202898557 23.791483812512073 2.5500000000000003 0.52118055555555565 -0.30124999999999996 19.250000000000004
decision_type=2 2 2 2 2 2 2 2 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 27 4 5 -1 8 -8 10 -6 11 22 -13 -11 -10 -16 17 23 21 20 -20 -18 -5 -3 28 -22 -27 -2 -9 -30
right_child=2 16 -4 6 9 -7 7 24 14 13 -12 12 -14 -15 15 -17 18 -19 19 -21 25 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0023378884556339284 -0.009314166608216887 0.0030980333279339517 -0.0014667234279714184 -0.0049983868861261166 -0.0049792111209859347 0.00033144976976578284 0.0093926475986191079 -0.0037111198099009134 0 0.0020513906211475225 0.0060218235299181085 -0.00064192056226592689 0.0097194478630753742 0.0097343572336677561 0.011321565312867351 3.1303629201745341e-05 0.015820456433203924 -0.0088315526852580841 -0.0032669717456666526 -0.0046128192040826741 0.010619554231125854 0.004055414135854047 0.0021665397796143395 -0.001877266923591475 -0.0070635232589619876 -0.0014507808783214063 0.0082342706391828734 -4.0341509544650023e-05 0.0013382073126825625 -0.0012485513484706164
leaf_weight=410.37841053307056 38.067591577768326 93.365577682852745 958.85124078392982 44.213569343090057 14.741786569356917 304.96136380732059 20.327631413936615 44.543685302138329 15.703504502773283 75.55796654522419 37.757309406995773 21.898216739296913 19.274192556738853 23.922207564115524 39.75245164334774 12.904172003269194 7.5986867994070044 11.140264198184012 20.371385827660561 28.23846746981144 20.212758153676987 257.11843848228455 25.183774039149284 53.925105378031731 15.95373798906803 25.876529455184937 17.96490666270256 15.627157613635061 476.64785699546337 159.74685728549957
leaf_count=1804 200 391 4582 192 65 1321 87 195 66 324 161 94 82 102 169 54 32 49 87 119 84 1076 109 231 71 109 74 82 2055 685
internal_value=2.92079e-05 0.000821899 -0.00176047 0.000288626 -0.000630322 -0.00118524 0.00111613 0.000460598 0.00323749 0.00275309 0.00157901 0 0.00395374 0.0040044 0.00668255 0.00875401 0.00255743 0.000433293 0.00342137 0.000951862 0.0029374 0.00443277 -0.00224709 0.00120527 0.000185003 0.00507441 0.00227854 -0.00681055 0.000370238 0.000672396
internal_weight=3311.83 2299.28 1012.55 1763.47 829.562 715.34 933.907 717.22 216.687 114.222 148.327 110.57 41.1724 99.4802 68.3601 52.6566 535.812 158.431 377.381 112.664 84.4256 264.717 69.3973 147.291 696.892 64.0542 43.8414 53.6947 680.938 636.395
internal_count=14752 9888 4864 7636 3616 3125 4020 3093 927 491 638 477 176 426 289 223 2252 671 1581 473 354 1108 301 622 3006 267 183 282 2935 2740
is_linear=0
shrinkage=0.0106442


Tree=114
num_leaves=31
num_cat=0
split_feature=86 45 147 71 111 91 150 28 27 26 108 105 86 135 7 31 4 99 105 130 6 121 91 85 11 5 0 150 3 6
split_gain=27.2605 20.357 9.93446 16.1213 12.0136 11.0769 12.2106 9.78362 9.50594 9.38491 10.7914 10.9771 8.98642 8.96984 8.83969 8.80574 8.64984 10.1053 8.57943 11.0099 9.05786 9.17104 8.85193 8.49759 8.2921 8.17068 9.56721 8.16612 8.95426 8.03061
threshold=2.9298029556650254 1.0850000000000002 0.48101277279174859 1.0000000180025095e-35 5.0500000000000007 0.16874999999999998 0.51367441511740919 5.8944444444444457 0.48211111111111116 0.5221111111111113 1.5000000000000002 1.0615000000000003 2.6631205673758869 0.58900000000000008 2.5996979489852952 0.25108695652173912 1659.6183912646159 0.53589743589743599 0.70050000000000001 1.1835000000000002 1499.610800369702 0.81650000000000011 -0.40874999999999995 -0.021724137931034445 2.4833333333333338 1510.0438448823099 1510.0190243569084 0.56469500924214433 1528.6554884270233 1493.3248527675687
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 14 13 12 16 -9 10 11 24 -7 -1 -4 -11 17 -2 19 22 21 -21 -19 -22 -3 26 -13 28 -8 -15
right_child=7 9 3 -5 -6 6 27 8 -10 15 -12 25 -14 29 -16 -17 -18 18 -20 20 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00063136411920047732 0.0043894554304597195 -0.0013838190686044707 -0.005408096539062773 -0.005180737878937555 0.0099747328720621708 -0.010380388722024255 -8.5290743012814379e-05 0 0.0087995812342295688 0.000152749996636459 -0.0035683971408032806 0.0027762194246404833 0.0011321297057108593 -0.0013209048491113413 0.0044628204323720316 -0.0080843350935524 0.011203631167952909 -0.0036996355323377556 -0.0021526520035932899 -0.011421446209714865 -0.00081511388213633003 -0.00078814442715823246 0.0071674572998587475 0.0055619995724684752 -0.00782061105700484 -0.0043890911339166975 0.016560697775522718 -0.0024821301293185601 0.014820340494249983 0.0060648000938888702
leaf_weight=997.4598281532526 88.468781262636185 641.63153380155563 22.905897989869118 88.69084931910038 15.668555647134779 29.430401414632797 7.6078326255083066 21.476229324936867 43.103565320372581 397.03540170192719 358.03383526206017 31.189917773008347 8.2777821570634824 19.445891559123993 17.992794349789619 15.223663508892058 10.233320921659468 8.8037301898002607 107.11422996222973 10.714691936969755 40.149593681097031 88.611777245998383 51.417782098054886 50.146461144089699 24.393018484115601 10.23821124434471 7.9501784592866889 32.364136189222336 7.9469975531101227 65.9432582706213
leaf_count=4274 371 3032 99 379 66 132 33 89 178 1839 1678 145 36 82 77 70 43 38 456 46 171 377 221 211 113 47 37 138 34 280
internal_value=-0.000245072 -0.000663699 0.000294892 -0.00231506 0.00199251 0.000628325 -0.00302861 0.00198741 0.00591649 -0.0015184 -0.0020434 -0.00126552 -0.00757488 0.00092719 -0.00080898 -0.000125973 0.00140752 0.00115891 0.000328852 0.00143473 0.000118628 -0.00204083 0.00540458 0.00261025 -0.00163532 0.00350993 0.00584421 0.000329962 0.00685548 0.00425996
internal_weight=3319.67 2799.43 1313.73 145.258 56.5672 1168.48 85.6271 520.24 64.5798 1485.7 1073.44 715.403 37.7082 1082.85 40.8987 412.259 455.66 445.427 356.958 249.844 189.623 99.3265 60.2215 90.2961 666.025 49.3783 39.1401 47.919 15.5548 85.3891
internal_count=14792 12591 5630 621 242 5009 373 2201 267 6961 5052 3374 168 4636 176 1909 1934 1891 1520 1064 805 423 259 382 3145 229 182 205 67 362
is_linear=0
shrinkage=0.0106442


Tree=115
num_leaves=31
num_cat=0
split_feature=45 135 96 149 120 34 127 41 131 99 92 24 130 99 126 143 142 27 120 149 94 36 147 143 148 26 126 39 104 146
split_gain=24.0411 9.78276 8.9556 8.41481 8.10152 8.29259 8.21492 8.0498 7.91798 8.54559 8.2241 7.63909 7.44941 7.89882 8.29768 10.067 9.54152 7.56256 7.42025 6.95158 6.87384 13.0827 7.10932 6.80459 7.31329 6.92075 10.4482 8.9563 8.1708 13.2712
threshold=1.135 -0.81099999999999983 4.5000000000000009 0.48455842601173932 2.7070000000000003 5.6000000000000005 0.61250000000000016 1.6250000000000002 1.4365000000000003 0.46410256410256417 0.36375000000000007 0.61250000000000016 0.70700000000000007 0.55277777777777792 0.76400000000000012 1.1105000000000003 -0.20799999999999999 0.42527777777777781 0.68350000000000011 0.50980383840885701 1.0000000180025095e-35 11.875000000000002 0.4574957770270271 -1.0689999999999997 0.26796584848230992 0.57816666666666683 1.0500000000000003 0.33134334545789806 0.62550000000000006 0.0030500000000000002
decision_type=2 2 2 2 2 2 2 2 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 -4 5 6 -3 -2 23 -10 18 -1 -5 17 16 -16 -15 -14 -11 -19 21 -8 -22 24 -9 28 -27 -28 29 -25
right_child=7 2 3 12 -6 -7 20 8 9 10 -12 -13 13 14 15 -17 -18 19 -20 -21 22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.0080290900741065013 -0.0056152038398220973 -0.0046539643210018206 -0.0035751797300338103 0.0097038868950327685 0.0051605217129481636 0.003426928345540408 0.00041110233348642022 -0.0066594432099228197 0.0020049216663636698 0.001675022711152527 0.0047485964518530557 -0.00074065246615880173 -0.0028325388473748134 0.0098222456545939158 0.00079804659941279756 -0.0041575428121886056 -0.0032957458119204884 -0.0018653218066660348 -0.0051737812383002273 0.0046646345285430487 -0.0016403051526507173 0.011854222951716471 0.00047678167775055589 0.00047796576184939505 0 -0.0034091162869340718 0.0083736582158486211 -0.0019877527955662376 -0.0023829300813498202 -0.0066220318799271221
leaf_weight=33.228750988841057 52.775334045290947 53.815821558237076 38.866398215293884 12.530215248465536 30.529091849923134 61.2232306599617 363.31028662621975 44.291176736354828 29.733238488435745 17.589690655469894 10.577949523925779 13.897135153412817 19.375920906662941 21.922265335917476 487.4726629704237 51.003427684307098 7.3566085249185553 18.528534755110741 166.9777854681015 153.76443414390087 538.72404050827026 11.81797072291374 259.83271569013596 445.33691760897636 30.601820021867752 19.490594863891602 34.721778780221939 10.947199046611784 246.84263218939304 31.969015628099442
leaf_count=141 279 238 168 53 126 256 1579 211 139 84 50 59 82 92 2060 216 31 79 790 644 2360 48 1113 2124 147 92 162 51 1165 153
internal_value=-0.000242548 0.000409728 0.000298373 0.00118093 -0.000236097 -0.000372081 -0.000570109 -0.00149545 -0.00128617 -0.00308221 -0.00391107 0.0052203 0.00143398 0.00128371 0.000629787 0.000309177 0.00616786 0.00316601 -0.00446423 0.0039015 -0.000373917 0.000799575 -0.000938313 -0.000806677 -0.00389404 -0.000500442 0.00278635 0.0056602 -0.00081068 0
internal_weight=3319.05 2177.2 2130.07 810.82 1319.25 1288.72 1227.5 1141.86 1089.08 224.879 195.145 47.1259 771.954 759.424 567.755 538.476 29.2789 191.669 184.567 172.293 1173.69 375.128 798.557 864.201 74.893 789.308 65.1596 45.669 724.149 477.306
internal_count=14792 9345 9145 3425 5720 5594 5338 5447 5168 1063 924 200 3257 3204 2399 2276 123 805 874 723 5100 1627 3473 4105 358 3747 305 213 3442 2277
is_linear=0
shrinkage=0.0106442


Tree=116
num_leaves=31
num_cat=0
split_feature=86 45 147 51 111 91 122 86 28 27 26 40 37 26 35 31 135 37 7 37 144 111 26 30 112 137 132 27 86 13
split_gain=26.5858 19.598 9.75018 15.8106 11.7186 10.8067 11.3418 14.4309 9.51454 9.2757 9.12548 9.74064 12.844 12.8499 13.9353 11.2148 8.75866 8.74936 8.64338 8.39875 9.98053 8.84961 8.26742 8.06779 7.97585 7.85649 7.6384 7.38596 7.37254 7.19578
threshold=2.9298029556650254 1.0850000000000002 0.48101277279174859 1.0000000180025095e-35 5.0500000000000007 0.16874999999999998 1.6395000000000002 2.6120071684587818 5.8944444444444457 0.48211111111111116 0.5221111111111113 2.8850000000000002 0.45089462575778644 0.52894444444444455 3.2750000000000004 0.21960458240946049 0.58900000000000008 0.4430649020135155 2.5996979489852952 0.27231347318715715 0.0010500000000000004 6.2500000000000009 0.5495000000000001 0.13134999631349997 0.38200000000000006 18.950000000000003 2.7070000000000003 0.43414285714285722 3.8660714285714293 0.77500000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 18 16 7 -7 19 -10 -3 12 15 -14 -15 17 29 27 -4 20 -2 26 -8 -22 -13 -18 -21 -12 -23 -1
right_child=8 10 3 -5 -6 6 22 -9 9 -11 11 24 13 14 -16 -17 25 -19 -20 21 23 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00075966535520166504 -0.0070884863086298289 -0.0020111614820457072 -0.0053604139673439155 -0.0051407422189510051 0.0098360801520581305 -0.010099142959494097 -0.0019690717077590881 0.0012057697003770317 0 0.0086829556701505262 0.013734786554186255 -0.0063280206229760477 0.0068204058140786889 -0.0042576612132951873 0.0014224520501149695 -0.0067156405663078957 0.0025158093173855063 0.016405521726671226 0.0043983307169906099 0.0026967005018774578 -0.0050542541373405324 -0.00077420577035413533 0.0089099916019034445 0.0053849121044238675 0 0.011385260504929186 0.011234179046629451 0.0027039837881805426 0.0084297092822912846 -0.0055623030220616453
leaf_weight=977.15680097043514 27.057465970516205 1072.0502848625183 22.875637635588646 88.59737828373909 15.702010780572889 35.010800763964653 20.835675939917564 17.743931964039803 21.478390753269196 43.157460376620293 8.3465904295444471 45.933582901954651 22.525421351194382 105.65902844071388 87.483811363577843 9.5053419768810254 70.394380584359169 7.6164597272872916 18.012714758515358 234.32827980816364 12.659710124135016 135.03376208245754 11.937368452548979 22.513468399643898 47.229609608650208 15.080996856093405 13.528343960642813 77.851149305701256 10.617916345596312 20.491619139909744
leaf_count=4185 116 5052 99 379 66 157 89 77 89 178 39 218 103 498 391 44 298 35 77 994 55 575 50 95 219 64 56 362 43 89
internal_value=-0.000239983 -0.000653669 0.000286464 -0.00229988 0.00196234 0.000616758 -0.00299735 -0.00609787 0.00196423 0.00583791 -0.00149296 -0.000119602 0.000738157 -0.000699228 -0.00163054 0.0038401 0.000911829 0.00502146 -0.000804741 0.00139182 -0.0021621 0.00198051 0.0016734 0.00132929 -0.00316917 0.00420346 0.00320502 0.00389383 -3.12078e-05 0.000619295
internal_weight=3318.42 2798.04 1313.84 145.188 56.5904 1168.65 85.5278 52.7547 520.375 64.6359 1484.2 412.151 318.988 215.668 193.143 103.32 1083.12 93.8142 40.8884 455.739 62.2306 393.508 32.773 35.1732 93.1632 85.4754 247.857 86.1977 145.652 997.648
internal_count=14792 12591 5630 621 242 5009 373 234 2201 267 6961 1909 1472 992 889 480 4636 436 176 1934 266 1668 139 150 437 362 1050 401 618 4274
is_linear=0
shrinkage=0.0106442


Tree=117
num_leaves=31
num_cat=0
split_feature=86 41 134 131 136 126 136 94 134 30 146 28 104 99 17 80 95 147 125 27 137 109 103 143 46 116 118 143 133 136
split_gain=23.185 17.9023 11.6915 14.5101 10.7788 10.817 10.4612 10.0584 12.2833 10.7709 9.9659 8.60685 12.1498 8.35875 11.0959 8.20755 8.14497 7.97397 7.89851 11.1255 8.65403 7.67775 10.3471 9.47315 7.48387 7.43091 7.23321 7.24524 6.97322 6.92277
threshold=2.8956442831215976 2.1650000000000005 -0.75499999999999989 0.8660000000000001 7.0500000000000007 1.1835000000000002 5.9500000000000011 19.050000000000004 -0.038499999999999993 0.1155435473617291 0.0069500000000000004 5.8944444444444457 1.2105000000000004 0.54195804195804198 2.5000000000000004 0.094882947619222419 -8.2499999999999964 0.48544710124560408 1.3665 0.56211111111111123 3.8500000000000001 1.5000000000000002 0.75650000000000006 0.72500000000000009 3.5250000000000004 -1.0000000180025095e-35 2.7750000000000004 -0.068999999999999992 1.7890000000000004 29.150000000000002
decision_type=2 2 2 2 2 2 2 2 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 10 21 -5 8 9 -7 13 -2 -13 14 15 -4 -12 29 19 -9 -20 -6 -23 -24 -19 -8 -15 -28 -10 -3
right_child=11 17 4 6 5 7 25 18 28 -11 16 12 -14 26 -16 -17 -18 24 20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.01240836148561668 0.0014516920101731415 0.0019187896876016021 0.00050961005432967148 -0.0080364234656225553 -0.0026555150758596504 -0.0076928504743986681 0.012446240040934139 0.0019652895533089593 0.0020640121229603832 -0.0011937489074147147 0.0032280492103956256 0.0089215521605763987 -0.0005011302442638764 -0.0022353642339353196 0.0087899723994223841 -0.0059338282163129757 -0.0084754703373237025 0.0050669033790303932 -0.010167475089191445 0.0087653746836717974 0.00072946538059616612 0.0056044209029263324 -0.0047723587685023989 0.005583905153579931 -0.003508438661932063 0.00041625950605162035 0.011869738275433502 -0.00062316787136422328 -0.0023125702931778742 -0.0047344057723846924
leaf_weight=15.902338832616804 486.78558851778507 503.56918838620186 155.1711431145668 11.779302611947058 271.6221346706152 39.401659160852432 8.1922445595264417 135.31501936912537 173.8313259780407 130.24066981673241 6.6247795373201361 43.306074619293213 20.999698147177696 756.62145906686783 16.283908620476723 25.911869943141937 41.073722779750824 13.194960996508597 8.8971232920885068 36.623543918132782 114.13810311257839 33.609210178256035 37.904290601611137 12.869205608963965 64.797248527407646 27.309981122612953 8.2201825827360171 10.713837176561354 52.154007941484451 17.508743613958359
leaf_count=71 2068 2100 706 53 1267 185 37 610 796 592 30 180 86 3514 74 123 187 55 40 164 508 157 176 59 274 122 36 47 234 74
internal_value=-2.37782e-05 -0.000429017 -0.000888967 0.00358449 -0.00103077 -0.000260013 0.00039481 0.000505143 -0.000583625 -0.0027651 -0.00181087 0.00196428 0.00568132 -0.00156383 0.000346843 -0.000354464 -0.00663001 0.00118914 0.002001 0.00347476 0 -0.00177379 0.000940095 -0.00194078 -0.0019231 0.00348776 -0.00206359 0.00424645 0.00100753 0.0016751
internal_weight=3280.57 2729.48 2130.41 63.1839 2067.23 1046.61 47.2815 690.601 395.628 169.642 1020.62 551.091 64.3058 972.922 197.367 181.083 47.6985 599.07 294.974 171.939 123.035 356.005 84.3827 50.7735 77.9922 35.5022 775.555 18.934 225.985 521.078
internal_count=14625 12291 9788 283 9505 4788 212 3129 1807 777 4717 2334 266 4500 903 829 217 2503 1322 774 548 1659 392 235 329 159 3597 83 1030 2174
is_linear=0
shrinkage=0.0106442


Tree=118
num_leaves=31
num_cat=0
split_feature=86 35 84 56 36 35 52 30 122 39 27 121 138 135 95 3 124 56 25 126 141 8 55 97 4 4 123 77 8 23
split_gain=22.6859 16.4771 12.614 10.6359 9.80772 9.01869 9.90779 8.70631 8.53777 17.211 12.5979 9.83062 9.10805 8.87412 8.31923 10.3067 10.6699 9.61107 9.97978 8.17349 7.79742 12.7995 7.91656 7.7864 7.61561 17.1114 10.2678 7.93157 7.05685 7.02524
threshold=2.8956442831215976 3.3650000000000007 0.022211538461538404 2.4450000000000007 3.7250000000000005 4.1450000000000005 2.8350000000000004 0.23265838011226944 0.91300000000000014 0.25704238970859111 0.54414285714285726 1.5855000000000004 8.5000000000000018 0.49450000000000005 11.25 1546.9327674676458 2.1000000000000005 1.655 0.91666666666666685 1.4145000000000001 -1.0024999999999997 0.30952380952380959 2.0150000000000001 1.5000000000000002 1520.9255113028582 1473.7780010656672 1.4645000000000004 1.1833333333333336 3.3000000000000003 2.2678571428571432
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 2 2 2 2
left_child=1 4 3 7 8 -2 -7 14 9 12 13 -12 -1 -11 15 16 -3 29 -19 -17 24 -22 28 -5 25 27 -27 -10 -23 -16
right_child=5 2 -4 23 -6 6 -8 -9 20 10 11 -13 -14 -15 17 19 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.010214529640943649 0.0013507225977868848 -2.6506875385470827e-05 -0.0020127417935526903 -0.00047520250081894196 -0.0031892074906340107 0.012734917334390975 0.0031300006388174386 -0.0019436060940535697 -0.010729802828307157 -0.0057108733324463951 -0.00088367968748716828 0.011598127051348375 -0.001552813566630165 0.0017789203719360237 0.0010686681019311344 0.0063384577418676554 0.0046520670292790984 -0.0014410541666065447 0.010514661058304432 0.0014858191724893626 0.012399146222443131 -0.00015226144963912506 -0.0053676270115909988 0.010542064113203239 -0.0063226989821444056 0.010358618549634473 -0.00099911389827101924 -0.0015443696072010521 0.0088481591937992939 -0.0086101825241065195
leaf_weight=16.845715701580051 471.07661032676697 254.64237050712109 144.55960470438004 7.903079122304919 204.92132899165154 16.927548348903656 63.297275990247726 88.211967632174492 17.033629834651947 156.12947587668896 36.55224384367466 8.602359786629675 10.947734743356703 17.934629276394844 9.9312389642000181 95.524846985936165 69.037306115031242 24.080836206674576 11.084595844149588 78.376023396849632 9.1603775918483716 1256.2203218489885 32.997518748044968 24.005496963858604 46.865928336977959 18.603576466441154 14.568522512912748 38.040190517902374 9.9276709556579572 26.143962725996971
leaf_count=82 2008 1093 618 32 973 69 257 371 79 749 177 40 53 85 43 408 292 101 46 330 43 5714 172 97 215 85 65 172 43 113
internal_value=-2.34089e-05 -0.000424445 0.000815975 0.00142475 -0.000975469 0.00194262 0.00528744 0.00111449 -0.000700903 -0.00253711 -0.00356616 0.00126185 0.0052019 -0.00487889 0.00160718 0.00210386 0.000938965 -0.00171461 0.00202917 0.00421174 -0.000379404 -0.000119603 -0.00021595 0.00748449 -0.00281743 -0.000836938 0.00505423 -0.00457582 -7.34036e-05 -0.00565482
internal_weight=3280.15 2728.85 833.501 688.942 1895.35 551.301 80.2248 657.033 1690.43 247.012 219.219 45.1546 27.7935 174.064 568.821 497.581 323.68 71.2406 35.1654 173.901 1443.42 1308.31 1299.15 31.9086 135.112 88.2459 33.1721 55.0738 1266.15 36.0752
internal_count=14625 12291 3544 2926 8747 2334 326 2797 7774 1186 1051 217 135 834 2426 2123 1385 303 147 738 6588 5972 5929 129 616 401 150 251 5757 156
is_linear=0
shrinkage=0.0106442


Tree=119
num_leaves=31
num_cat=0
split_feature=86 41 85 35 52 147 134 137 141 41 29 7 147 41 85 31 46 93 111 30 135 46 49 38 3 106 9 105 29 3
split_gain=22.2109 17.2174 11.5766 8.8246 9.66414 11.1179 8.49705 11.3073 9.06435 10.7061 8.33457 7.79071 7.69328 7.64511 9.45117 7.64478 7.31722 6.99012 8.24023 9.51219 7.44032 9.47288 7.07564 6.91912 10.0081 7.92901 8.52114 7.86964 7.76899 6.9955
threshold=2.8956442831215976 2.1650000000000005 -0.23643132220795887 4.1450000000000005 2.8350000000000004 0.4519630965593785 -0.75499999999999989 8.0500000000000025 -0.60349999999999981 1.925 2.3541666666666674 30.163291045248005 0.48544710124560408 2.0750000000000006 0.10943722943722932 0.19486022452124147 3.5250000000000004 20.550000000000004 4.0500000000000007 0.22476265133699158 -0.64699999999999991 2.7850000000000006 2.3650000000000007 0.22968831479389354 1615.6894599781454 0.40950000000000003 0.51666666666666672 0.18250000000000002 5.5857142857142863 1556.0642773513407
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 17 -5 -6 7 -4 9 11 -10 -8 23 14 -11 -9 -14 18 19 -2 -19 -22 -21 24 29 28 -27 -28 -25 -3
right_child=3 12 6 4 5 -7 8 15 10 13 -12 -13 16 -15 -16 -17 -18 20 -20 22 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.0040306940676875435 0.00072211773739291245 0.00064495483098840059 -0.00031639452605146135 0.012582599404537426 -0.0014330292624966468 0.0072750650006378152 -0.0042109110123726848 0.012696218468087828 -0.0039209648593307653 0.00035473102897223146 -0.00021752470820370382 0.0030258784522234046 0.005014025035416543 -0.0036634419660847581 0.013282386312799443 0 -0.0034619270439240702 -0.0057390985453704456 -0.0011403286028861578 0.0099440883727054483 -0.00020375601828992473 0.0064055043058164826 0.00028256701535288336 0.010897294536252759 -0.0026178077370512909 -0.0075703538805159017 -0.003045972485204241 0.0041294293423121409 0 0.0045533452451634419
leaf_weight=125.03842888772488 146.34984941780567 204.75916883349419 35.421378746628761 16.949979946017265 29.180833131074905 34.133144408464432 222.63515639305115 17.212491765618328 72.964445680379868 125.93319320678711 1446.1114016920328 16.516888558864594 13.205173075199125 52.995639309287071 6.8994642943143836 7.2487637102603903 64.729742020368576 8.0141952335834485 165.18028551340103 26.596581682562828 31.600310668349266 77.371045902371407 16.107916429638863 26.454630643129349 75.602809339761734 8.9069136381149274 19.009675711393356 105.16725052893162 7.6787890493869773 73.748063802719116
leaf_count=594 628 858 159 69 119 138 1061 77 336 567 6626 75 55 230 31 32 274 34 709 110 134 323 70 109 315 37 78 437 32 308
internal_value=-2.31793e-05 -0.000420163 -0.00087161 0.00192171 0.00522998 0.00309586 -0.000669259 0.00324569 -0.000795248 -0.00217508 -0.000402316 -0.00366723 0.00116617 -0.000198289 0.0011052 0.00883274 -0.00189114 0.00133594 0.000555691 0.00209303 0.00360884 0.00439262 0.00654551 0.00164334 0.000762326 0.00344629 0.00216378 0.00294648 0.00813932 0.00171756
internal_weight=3279.72 2728.24 2128.98 551.484 80.264 63.314 2003.94 59.8826 1944.06 424.98 1519.08 239.152 599.262 185.828 132.833 24.4613 77.9349 471.22 354.235 189.054 116.986 108.971 42.7045 521.327 354.11 167.217 133.084 124.177 34.1334 278.507
internal_count=14625 12291 9788 2334 326 257 9194 268 8926 1964 6962 1136 2503 828 598 109 329 2008 1517 808 491 457 180 2174 1481 693 552 515 141 1166
is_linear=0
shrinkage=0.0106442


Tree=120
num_leaves=31
num_cat=0
split_feature=35 47 40 39 36 51 47 120 52 84 0 116 90 44 49 37 84 150 145 133 54 49 143 118 4 133 44 4 103 7
split_gain=21.7369 11.0158 10.313 12.9149 10.3643 8.41747 8.4196 8.9369 8.41705 8.08893 7.91068 7.84754 7.84098 9.91182 9.36656 8.34497 7.83483 7.73216 7.59149 7.4946 12.0376 8.71461 9.01684 12.6189 8.97493 8.58827 8.71343 8.11758 7.84783 10.2972
threshold=3.3750000000000004 1.155 3.6850000000000005 0.22863154006238903 3.6250000000000004 1.4650000000000001 2.2750000000000004 1.7070000000000001 3.1650000000000005 0.019374999999999951 1591.7384204967354 -0.58349999999999991 -0.31541666666666662 9.9100000000000019 3.0150000000000001 0.58642587204866092 0.075803571428571415 0.60458339668940508 0.92215000000000014 2.1180000000000008 1.3350000000000002 1.9550000000000003 -0.33549999999999996 2.2250000000000005 1406.6420158049089 2.6460000000000004 8.1950000000000021 1449.7696346633793 1.0575000000000003 10.066907477593533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 5 6 7 8 -5 19 16 -12 14 15 -1 18 -11 -9 -14 21 25 22 24 27 -3 26 -21 -24 -22 -30
right_child=1 9 -4 4 -6 -7 -8 17 -10 10 11 -13 13 -15 -16 -17 -18 -19 -20 20 28 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0020736418190746512 0.0047445063721990909 -0.00061256773404558284 -0.0029518513817358484 -0.00057209307907274583 0.013325660616453404 -0.0051630100418309155 0.0041108165131776885 0.00056635054217117468 0.0051226154412466127 0.00016182846151335237 0.0066397427346163917 -0.003504928214468146 -0.0042823180234934687 0.0088493155739583617 0.013108540855088145 0.0045549113533014255 0.0099442795289551803 0.0043256651994694811 0.0031859085528771806 -0.0060209209682811626 -0.0049595151603356912 0.0010885141375822712 -0.0060859412544067215 0.0090555379568794774 0.0092904211760442192 0.014872814487686641 0.0087770793714050024 0.0018931501680210967 -0.0064126194537539377 0.00612395698505625
leaf_weight=8.9436524510383624 100.42803704738617 10.663405001163481 178.22899080812931 1308.0402599275112 6.6374230831861487 35.078074440360069 57.484247356653214 288.89990255236626 29.784073874354362 75.91416209936142 8.7309334725141508 109.55623739957809 223.46064731478691 7.4202906638383856 7.8335286527872077 13.346514970064161 10.984397158026693 82.359163910150528 14.929278597235678 8.8885880112648064 61.864638134837151 424.9908886551857 16.614287719130516 25.529252737760544 49.542496368288994 7.8143174201250067 8.7531142234802228 98.50982728600502 11.187925413250925 20.366663947701454
leaf_count=40 407 44 839 5942 31 186 287 1269 124 325 37 463 1057 32 37 63 46 348 71 39 258 1833 69 104 203 33 38 406 47 84
internal_value=9.58179e-05 0.0013639 -0.000488249 -0.000272543 4.90853e-05 0 0.000102697 -2.59754e-05 -0.000437468 0.00099544 -0.000843242 -0.00266743 -0.0024183 -0.00289953 0.00438976 -0.00328752 0.00151912 0.00142857 -0.0037706 0.00151612 -0.000873312 0.00198674 0.00383502 0.00225065 0.00736217 0.00548123 0.000726507 0.000650496 -0.00271719 0.0013465
internal_weight=3312.79 1050.34 2262.45 2084.22 1808.28 1801.65 1766.57 1709.08 1337.82 949.911 205.186 118.287 275.934 259.157 16.7772 251.736 86.8986 371.259 238.39 744.725 118.875 625.85 200.859 140.653 60.2059 25.456 17.6417 115.124 93.4192 31.5546
internal_count=14762 4436 10326 9487 8187 8156 7970 7683 6066 4029 871 500 1300 1223 77 1191 371 1617 1128 3158 499 2659 826 579 247 110 77 475 389 131
is_linear=0
shrinkage=0.0106442


Tree=121
num_leaves=31
num_cat=0
split_feature=50 86 37 35 39 122 39 29 51 49 92 148 133 1 10 134 111 150 137 46 122 37 42 92 46 78 133 50 0 86
split_gain=23.0012 13.6296 14.23 10.4415 11.7165 10.558 19.1039 13.8007 10.9928 9.50668 10.3622 10.0691 9.03532 10.0681 11.2511 10.1349 9.7438 9.68632 13.4159 9.44669 8.9714 8.54914 8.25695 8.14249 10.1629 7.91496 9.26468 7.83176 8.57833 7.702
threshold=1.4750000000000003 2.7409677419354845 0.27978193316764111 3.3650000000000007 0.22863154006238903 0.91300000000000014 0.25704238970859111 3.4722222222222228 1.4750000000000003 2.2950000000000004 -0.077083333333333295 0.24423393900191323 2.8165000000000004 1495.2967118870795 0.79285714285714304 0.15300000000000002 10.65 0.56469500924214433 4.8500000000000005 2.7150000000000003 1.6585000000000003 0.73913705959898401 5.5450000000000008 -0.24249999999999991 3.3450000000000002 3.2071428571428577 2.4365000000000001 1.4450000000000001 1554.168150816666 3.2828571428571434
decision_type=2 2 2 2 2 2 2 2 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 22 6 7 -6 23 10 11 -3 13 14 20 -15 -17 19 -19 -16 -4 29 -1 24 -7 26 27 -5 -29 -2
right_child=21 2 12 25 5 8 -8 -9 -10 -11 -12 -13 -14 15 17 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0038287819355193116 0.0025452931183192486 -0.0021645010642834953 0.0010739006966593611 0.0011223589497654633 -0.0015440091741516612 -0.00093058616230778815 -0.0038229785837699741 0.015151110224321793 -0.0089769841965136876 -0.0066542474417258289 -0.0055619864130155971 0.011776087599048204 0.00934907992214065 0.0043223635557128898 -0.0027433664292756729 0.0011750815715560272 -0.010167094903572356 0.0055357975978952284 -0.0049549311345066941 0.0046912949955442481 0.0099116054069516048 -0.0019374827104876591 0.0036677286599979199 0.00012428470787442781 -0.0079533906492672175 0.010367303827875768 -0.0058250303387414916 0.00097338602191977439 -0.010006229168146844 0.0075959296236999194
leaf_weight=212.87748283147812 269.09575632214546 8.8357475250959414 50.221040412783623 504.00225658714771 9.5229713320732134 108.50484646856785 201.59559209644794 10.867901772260664 16.286039903759956 39.992165252566338 16.213531941175461 12.862460285425184 18.003412038087845 188.72451482713223 32.161153316497803 67.891077935695648 9.7834376245737058 15.290194422006605 94.203668117523193 45.151235312223434 19.380288973450661 37.679061591625214 16.634006634354591 1168.9892858862877 31.53091561794281 9.476847752928732 24.815715432167053 13.634639829397203 15.469824224710463 42.745538026094437
leaf_count=1013 1094 37 220 2184 47 505 970 52 87 179 69 55 76 808 144 292 43 65 401 195 82 153 82 5329 139 40 107 57 65 172
internal_value=9.50649e-05 -0.000206292 0.00119341 -0.000580196 -0.000984033 -0.00064266 -0.00279629 0.00683957 -0.000274015 -0.00300942 0.000558669 0.00561576 0.00181823 0.00153883 0 0.00298817 -0.000118432 -0.00132784 -0.00339413 0.00146284 0.00368549 0.00267972 -0.00323975 -0.000157723 -0.00258679 0.000665926 0.000482332 0.000795617 -0.00450207 0.00327125
internal_weight=3312.44 2962.92 618.714 2344.21 1776.81 1547.3 221.986 20.3909 1325.31 77.9039 37.9117 21.6982 540.81 522.807 256.408 266.399 77.6745 186.806 109.494 77.3124 69.6013 349.52 229.511 1309.03 140.036 567.399 557.922 533.107 29.1045 311.841
internal_count=14762 13343 2666 10677 8224 7129 1069 99 6060 340 161 92 2326 2250 1107 1143 335 805 466 339 302 1419 1095 5973 644 2453 2413 2306 122 1266
is_linear=0
shrinkage=0.0106442


Tree=122
num_leaves=31
num_cat=0
split_feature=50 86 34 53 85 85 27 133 2 137 123 5 92 30 143 49 26 90 8 89 26 134 2 123 95 26 38 86 92 8
split_gain=22.5094 13.3443 13.8284 10.9292 10.7739 10.3326 9.58101 9.47074 8.82775 10.5997 9.14037 8.81287 8.75575 8.71785 8.71218 8.48268 8.37501 9.67028 9.5531 8.26559 12.5037 9.15878 8.1966 8.57897 7.78172 7.67058 7.50935 8.03547 7.74884 7.37303
threshold=1.4750000000000003 2.7409677419354845 3.0350000000000006 2.1450000000000005 -0.20102564102564102 0.018137755102040753 0.5158571428571429 2.8165000000000004 2.3895132067985974 5.8500000000000005 1.5475000000000001 1515.1481659527478 -0.077083333333333295 0.07454747538901231 -0.53549999999999998 3.2350000000000008 0.44527777777777783 -0.054583333333333241 1.9666666666666668 0.57000000000000017 0.44316666666666665 0.16150000000000003 -73.102052509753648 1.4870000000000003 1.0000000180025095e-35 0.51950000000000018 0.15637447901033646 3.2738636363636369 -0.5645833333333331 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 2 2 2 2 2 2 2 2 2
left_child=1 4 7 12 -1 15 13 8 10 11 19 29 -4 -7 -8 -6 17 -12 -18 20 -3 -21 23 -16 -15 -24 -2 28 -28 -10
right_child=26 2 3 -5 5 6 14 -9 9 -11 16 -13 -14 24 22 -17 18 -19 -20 21 -22 -23 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0034960895761448063 -0.00097025158609252834 -0.0045537387449542457 0.0060861255946923739 -0.0069203156169240689 0.00024084829154963038 0.0058826724528312519 -0.0063744650055743996 0.0094094716632320639 0.0013671203475769955 -0.0009870071978143075 0.012424705949332798 -0.000694073822311641 -0.0051061951601514806 -0.0073562295929519511 -0.0088582505543224645 -0.0013496300493678964 -0.0021412857435353953 -0.0020041353945244129 0.0080518832327119479 0.0045933028051195063 0.0088869915510533214 -0.0038716689887342802 0.011026305447419525 0.0059942920841693607 -0.0017450343293898131 0 -0.0071297050044082559 0.0077144750294546325 0.0029034214450872988 0.011030194014633551
leaf_weight=135.61708350479603 50.94455261528492 7.8259990513324729 18.922258540987972 39.855905815958977 1502.0665248036385 7.9989459812641135 14.8480819016695 18.286503538489342 19.258954063057899 211.79186564683914 12.996724709868433 25.887019023299217 12.952320232987402 72.987869992852211 10.7776967138052 506.23188719153404 79.177940800786018 6.9900221973657599 11.791794657707213 44.989297196269035 65.053034976124763 20.172032907605171 17.161604762077335 6.7063318043947211 54.8844393491745 14.351040586829184 8.4697327911853773 42.49250054359436 247.68950141966343 22.9000264108181
leaf_count=645 207 34 80 178 6624 38 69 77 84 911 56 110 55 343 50 2480 340 30 49 197 278 89 80 30 252 66 35 171 1006 98
internal_value=9.40473e-05 -0.000204106 0.00118059 -0.00316169 -0.000574222 -0.000390008 -0.00270228 0.00176907 0.00148503 0.000148018 0.0029455 0.00383496 0.00120892 -0.00431022 0.000555334 -0.000154839 0.000562227 0.0068535 -0.000704673 0.00478516 0.00729971 0.00181177 0.00286951 -0.00256116 -0.00502989 0.00621554 0.00265062 0.00330341 0.00253072 0.00686481
internal_weight=3312.08 2962.48 618.852 71.7305 2343.63 2208.01 199.716 547.121 528.835 279.838 248.997 68.046 31.8746 135.871 63.8448 2008.3 110.956 19.9867 90.9697 138.04 72.879 65.1613 48.9967 17.484 127.872 31.5126 349.596 298.652 256.159 42.159
internal_count=14762 13343 2666 313 10677 10032 928 2353 2276 1203 1073 292 135 633 295 9104 475 86 389 598 312 286 226 80 595 146 1419 1212 1041 182
is_linear=0
shrinkage=0.0106442


Tree=123
num_leaves=31
num_cat=0
split_feature=54 47 29 90 36 105 37 102 118 26 142 1 23 36 31 138 30 49 98 9 98 0 111 37 1 142 30 1 31 102
split_gain=22.9046 10.2957 7.32531 8.85376 9.20119 11.762 11.8132 11.3608 7.95076 7.81287 7.54678 7.14661 7.56959 8.17507 7.37682 9.09764 9.01731 9.32327 6.7857 6.5037 7.74115 8.3837 8.93561 7.92915 7.84738 7.01121 6.35108 7.23951 6.05661 5.86785
threshold=1.4950000000000003 1.8050000000000004 5.9500000000000011 -0.33874999999999994 1.4150000000000003 0.81850000000000012 0.26201404086965313 0.86750000000000005 1.2250000000000003 0.43414285714285722 0.34250000000000008 1370.161800227668 2.4500000000000006 6.7650000000000006 0.080552465702632511 7.5000000000000009 0.17731727235606373 2.1550000000000007 0.63397129186602885 2.6333333333333337 0.45804195804195807 1489.4983147093185 19.450000000000003 0.70035725205423405 1607.6245206966712 1.7950000000000002 0.12204431204617387 1359.0018901421845 0.14124040920716111 1.7635000000000003
decision_type=2 2 2 2 2 2 2 2 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 11 -4 7 6 -6 8 -5 -7 -8 14 13 -13 -1 26 18 -18 -17 20 -2 24 23 25 -22 -23 -16 -28 -15 -11
right_child=19 -3 3 4 5 9 10 -9 -10 29 -12 12 -14 28 15 16 17 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0029032764562520346 -0.0029489630288224798 -0.0013764228163099946 -0.0045611613357174566 0.01574102356840967 -0.01069179211108434 -0.0050846336751703414 0.0050505751698920716 0.00033250218381088213 0.0032828552181399717 0.0073360289652508173 -0.0023134636975725006 -0.0020137959440381411 1.9586878482904864e-05 -1.9623368474739587e-05 0.013200979976442343 0.0016792309957430419 0.01206653215168255 -0.0022165562499674852 -0.009552272114972166 0.0084671722860211341 -0.0053008433653064574 0.0051549532655674694 -0.0014636422372663774 0.00081060637996810761 0.0039026243610744923 0.014472348189241129 0.0010693906961394886 0.012131454981595196 0.0098115183920787202 -0.00067015647404966409
leaf_weight=22.064315497875214 27.188216224312782 796.04135772585869 20.83934198319912 17.115555897355083 13.254765436053274 7.4683161824941626 24.341206163167953 22.853438690304756 12.557917460799215 50.236024960875511 44.051148295402527 384.29766523838043 1444.1133934259415 13.026006788015367 13.795024737715719 8.7013959139585513 10.697332650423052 8.0604547113180143 13.426494792103766 22.255229145288467 24.79925861954689 116.23082904517651 28.80537822842598 49.634622469544411 17.174917697906494 11.678045228123663 29.957223400473595 9.7853983938693982 11.627669706940649 10.142727091908453
leaf_count=96 110 3871 91 73 59 33 106 97 54 216 192 1703 6298 56 60 38 45 35 59 90 101 469 117 201 70 47 129 42 49 43
internal_value=-5.56245e-05 -0.000339258 3.2539e-05 0.0018656 0.00258048 0.00114783 -0.0014782 0.00645814 0.0108223 0.00446264 0.000154022 -0.00016955 -0.000335277 -0.00161405 0.00237673 0.00372166 0 0.00536955 -0.00466151 0.00275575 0.00225631 0.00286848 0.0037642 0.00467149 -0.00128501 0.00608766 0.00660918 0.0040571 0.00419155 0.00581733
internal_weight=3286.22 2988.45 2192.41 222.86 202.021 149.494 81.6471 52.5269 29.6735 67.8471 68.3924 1969.55 1853.06 408.951 116.488 94.4233 40.8857 18.7578 22.1279 297.766 275.511 248.323 206.349 177.543 41.9742 127.909 53.5376 39.7426 24.6537 60.3788
internal_count=14650 13445 9574 964 873 649 357 224 127 292 298 8610 8106 1808 504 408 177 80 97 1205 1115 1005 834 717 171 516 231 171 105 259
is_linear=0
shrinkage=0.0106442


Tree=124
num_leaves=31
num_cat=0
split_feature=86 54 47 85 115 34 144 30 98 122 52 102 28 143 19 3 108 149 111 27 30 98 104 51 27 37 50 80 79 25
split_gain=24.2763 17.3894 8.8244 8.25617 12.7646 8.0338 8.50186 7.86967 7.86692 8.53934 12.691 10.4107 8.17062 7.99835 9.62759 7.81982 9.65751 9.13721 8.28973 6.38817 6.38466 6.2598 10.0403 8.80803 11.343 9.27368 7.77488 10.0428 13.1691 11.9877
threshold=3.2679487179487183 1.4950000000000003 1.8050000000000004 -0.021724137931034445 1.4645000000000004 2.7950000000000004 -0.00024999999999999995 0.15579093038109434 0.45804195804195807 1.1940000000000002 3.5050000000000003 1.6805000000000001 7.4142857142857155 0.13200000000000003 2.5000000000000004 1506.9154244652741 1.5000000000000002 0.55463384271978033 9.4500000000000011 0.57816666666666683 0.20379359942466738 0.63961038961038974 0.76350000000000018 1.1150000000000004 0.42950000000000005 0.65810478492636559 1.4150000000000003 0.069118206561503109 2.8477419616417294 0.2678571428571429
decision_type=2 2 2 2 2 2 2 2 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 21 15 5 6 7 -5 -3 -10 11 -11 13 19 -15 16 17 -2 -17 -12 -9 26 -23 24 -24 -26 27 28 29 -1
right_child=3 8 -4 4 -6 -7 -8 20 9 10 12 -13 -14 14 -16 18 -18 -19 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0017387564919765677 0.0093629382214533811 -0.0031679931860565738 -0.0015213941683141143 -0.0049738183728176471 -0.001493615272056596 0 0.0098813529811639673 0.01425850041108126 -0.0031501822273008696 0.0098842687312394803 5.6659085760547416e-07 0 0.0099978213214395352 0.0086170452522560618 -0.00027865872101067671 0 0.0098460785673565639 -0.0037682886523699192 -0.012414856684782776 -0.0090063870555161674 0.00049670559368413122 -0.00014829880951876541 -0.010413047449259619 -0.0036082909092683886 0.00066845228383564763 0.013170587402099579 -0.0028026604351745811 -0.00056946006459511543 0.0009996540289463052 0.0081446394454463764
leaf_weight=16.009148493409157 8.4342158585786837 24.929145812988281 777.70166257023811 9.4399409145116824 25.399107366800308 15.591084361076353 66.205211251974106 7.5451859086751965 21.783023998141289 50.2059575766325 75.900588005781174 13.369209870696066 12.965503886342047 27.680194541811943 23.129209741950035 38.185268506407738 18.466016426682472 20.835129022598267 7.6401830464601508 9.790017753839491 11.257513061165808 878.9337036460638 8.1167337596416456 201.70349049568176 41.199247881770134 8.6017181873321515 73.199218556284904 340.09373942017555 391.85358373820782 59.59335745871067
leaf_count=71 35 101 3794 39 105 65 271 31 89 203 307 54 52 112 94 157 76 86 32 40 46 3893 35 891 178 36 306 1502 1689 260
internal_value=-5.49144e-05 -0.000308477 -0.000556163 0.00328391 0.00497827 0.00656746 0.00773879 0.00234476 0.0023182 0.0029453 0.00361781 0.00765509 0.00183035 0.000977686 0.00436108 0.000719009 0.00381843 0 -0.00228062 -0.000906018 0.0065771 -0.000179223 -0.000704261 -0.00254603 0.000972233 0.00303853 0.000487586 0.000798819 0.00181674 0.005913
internal_weight=3285.76 3056.76 2797.01 228.999 135.438 110.039 94.4479 28.2426 259.753 234.824 213.041 63.5752 149.466 136.5 50.8094 93.5608 47.7354 29.2693 45.8255 85.6906 18.8027 2019.3 1138.55 259.621 57.9177 49.801 880.749 807.55 467.456 75.6025
internal_count=14650 13707 12655 943 557 452 387 116 1052 951 862 257 605 553 206 386 197 121 189 347 77 8861 5033 1140 249 214 3828 3522 2020 331
is_linear=0
shrinkage=0.0106442


Tree=125
num_leaves=31
num_cat=0
split_feature=86 54 47 137 144 85 137 34 110 149 37 136 98 122 144 30 7 123 20 137 29 29 85 36 12 30 112 143 121 133
split_gain=23.7461 17.0123 8.64401 8.97592 11.2897 8.07437 9.63939 9.82827 12.7066 9.25246 9.15119 7.80835 7.70279 8.36243 7.55602 7.82291 6.68359 6.58533 6.2482 6.81309 7.44013 6.1971 7.74212 9.48038 11.2765 9.01998 8.35714 7.74133 13.5975 10.8685
threshold=3.2679487179487183 1.4950000000000003 1.8050000000000004 5.8500000000000005 -0.0012499999999999996 -0.021724137931034445 15.050000000000002 1.9750000000000003 4.9500000000000011 0.57888813010597684 0.29936048795445219 5.7500000000000009 0.45804195804195807 1.1940000000000002 -0.00024999999999999995 0.15579093038109434 35.72225056545313 1.8210000000000004 1.5000000000000002 3.9500000000000006 3.8944444444444448 5.9500000000000011 -0.021724137931034445 1.4150000000000003 0.45000000000000007 0.20064935064935069 0.38200000000000006 0.56900000000000006 1.4365000000000003 1.9500000000000002
decision_type=2 2 2 2 2 2 2 2 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 21 4 11 6 7 17 9 -9 -7 -4 -3 -14 15 -12 -5 -2 -6 20 -20 27 -23 24 26 -25 -24 -1 -29 -30
right_child=5 12 3 16 18 10 -8 8 -10 -11 14 -13 13 -15 -16 -17 -18 -19 19 -21 -22 22 23 25 -26 -27 -28 28 29 -31
leaf_value=3.1057588797379564e-05 -0.0024742708506228705 -0.0031352825154157497 0.010290558763384356 -0.00053044659142307399 -0.0052948316191515979 -0.00092000783292047546 -0.0077056779864692051 0.0079855903496806428 0.015451578002986742 -0.0064751727683832914 -0.0046968898941144987 -0.00230181338723873 -0.0031179991300168486 0.0035784326803313363 0.0080538663214527947 0.0055791983794460731 -0.0071893052854102414 0.0083463159262279485 -0.0030877525178186604 -0.0045793611544070276 0.0080857946284353371 -0.0019656984422072987 0.013827735428944445 -0.00042678403455065854 -0.0039412711376484201 0.0068278545801541586 0.0021914659098774721 -0.004432376621305285 0.00036043245448248333 -0.0048480244176001136
leaf_weight=1329.1521762013435 41.552376106381416 24.921156987547874 10.9061416387558 539.82076832652092 145.84991642832756 22.247384637594223 12.77901044487953 10.88521651923657 12.128617510199545 8.8794373571872693 12.344641506671904 9.2963718026876432 21.773656353354454 213.0937602519989 77.952248394489288 22.960739567875862 18.017255917191505 7.3418178707361212 10.786369353532793 27.824183687567711 14.704311311244963 49.944238394498825 21.88531282544136 88.982734084129333 7.3959184587001792 24.141071662306786 13.795072987675665 133.54023340344429 297.21867451071739 53.128078728914261
leaf_count=5838 171 101 53 2627 718 93 53 45 50 37 51 46 89 862 319 94 89 30 53 137 71 219 93 388 32 104 59 594 1302 232
internal_value=-5.44706e-05 -0.000305365 -0.00055045 -0.00150617 -0.00334479 0.00324705 0.000708985 0.0021699 0.00679878 0.0009581 0.00492216 0.0039767 0.00229237 0.00291296 0.00616239 0.00168894 -0.000764326 -0.000634885 -0.00414014 -0.00078452 0.00294609 -0.000177389 0.0015615 0.00275648 0.00705043 0.00102863 0.00962288 -0.000380889 -0.00153412 -0.000399451
internal_weight=3285.25 3056.18 2796.39 777.205 219.367 229.071 93.5665 80.7875 31.8933 19.7647 135.505 20.2025 259.789 234.867 113.258 35.3054 557.838 48.8942 199.165 53.3149 25.4907 2019.18 206.144 156.2 43.0763 113.124 35.6804 1813.04 483.887 350.347
internal_count=14650 13707 12655 3794 1078 943 386 333 132 82 557 99 1052 951 464 145 2716 201 979 261 124 8861 895 676 184 492 152 7966 2128 1534
is_linear=0
shrinkage=0.0106442


Tree=126
num_leaves=31
num_cat=0
split_feature=41 55 93 47 145 94 110 100 30 40 40 99 113 146 122 46 108 110 125 52 130 41 126 16 125 2 48 2 24 28
split_gain=25.5532 12.8619 10.4175 9.11205 8.57848 8.22184 13.368 12.4471 14.8253 10.5428 10.2096 9.97598 9.91119 11.1811 8.77433 7.985 10.6236 8.75123 9.40767 11.7003 8.40244 9.7754 8.01904 9.23231 7.96022 7.20672 8.21335 7.77087 6.71225 7.97696
threshold=2.0150000000000001 2.0050000000000003 29.550000000000004 2.3050000000000002 0.69175000000000009 17.550000000000004 9.0500000000000025 0.63500000000000012 0.10042016806722687 3.9050000000000007 4.5950000000000006 0.34523809523809529 0.47750000000000009 0.0033500000000000001 0.97500000000000009 2.8150000000000004 3.5000000000000004 11.050000000000002 1.3665 3.4250000000000003 1.7320000000000002 2.3050000000000002 2.7890000000000001 1.0000000180025095e-35 0.90000000000000013 -174.9112688311503 1.6850000000000003 -195.96209467972389 0.53571428571428581 2.2111111111111117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 9 7 -7 -9 12 11 -8 13 -1 -14 16 20 18 19 -17 24 -22 25 -24 -2 27 -27 -19 29 -20
right_child=15 -3 -4 4 -6 6 10 8 -10 -11 -12 -13 14 -15 -16 17 -18 22 28 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00019733591803432101 -0.0010058905602533437 -0.0041677829906905679 0.0084537802465530342 0.0082186107354121907 -0.0011730023479700391 0.0082252899663882318 0.0088335103415400958 -0.0062208894658267464 0.0021011014438604867 -0.0066802373991244057 0.01014967279980529 -0.0016974727342039882 -0.010085042593815341 -0.0040059421146194296 -0.0024564573013902552 0.00051497568162586663 -0.0036775129342426893 0.0032600038360082917 0.0061464550993403002 0.0066752384731723052 -0.0023712097761206959 0.0051123513314174449 -0.012141577628679295 0.001979028664092458 0.008353159095405174 -0.0044265510117680101 0.0019076684989422635 0.013675407082044377 0.0011737629381255857 -0.0024372765098919329
leaf_weight=772.40005485713482 9.966483533382414 117.66955856978893 14.40629570186138 25.392790928483009 16.418654769659042 32.726632416248322 10.214020907878874 26.922913119196892 213.34850178658962 40.473924249410629 8.7410638183355314 355.60695646703243 21.94432008266449 99.642364323139191 114.83173711597919 256.92039358615875 20.100166514515877 40.002297937870026 12.239010274410246 41.461307778954506 34.090444266796112 43.52756142616272 9.9290530085563677 8.9285156577825529 63.59404057264328 23.386709034442902 503.12233677506447 12.000448599457739 98.992306232452393 259.48846991360188
leaf_count=3552 42 605 63 126 82 148 46 125 963 192 41 1638 104 452 529 1105 82 171 52 168 143 176 42 37 264 107 2132 51 419 1104
internal_value=6.82009e-05 -0.000748502 -0.000513008 -0.00059334 0.00427973 -0.000719599 0.000209668 0.00201455 0.00112494 -0.00130309 -0.0010778 -0.00137476 -0.00107695 -0.000644552 -0.0037571 0.00113816 0.00331609 0.000835328 0 0.00140613 0.00431534 0.00169033 0.00177176 -0.00489947 0.00694249 0.00200736 0.00160638 0.00586529 -0.00113304 -0.00201204
internal_weight=3308.49 1870.74 1753.07 1738.66 41.8114 1696.85 647.56 272.998 240.271 1049.29 374.562 365.821 1008.82 872.042 136.776 1437.75 171.279 1266.47 669.101 298.382 151.179 77.618 597.369 18.8576 73.5605 578.512 526.509 52.0027 370.72 271.727
internal_count=14761 8666 8061 7998 208 7790 2961 1236 1088 4829 1725 1684 4637 4004 633 6095 707 5388 2848 1273 625 319 2540 79 306 2461 2239 222 1575 1156
is_linear=0
shrinkage=0.0106442


Tree=127
num_leaves=31
num_cat=0
split_feature=54 86 120 126 39 116 85 113 148 39 37 85 125 102 101 145 47 27 1 1 145 25 99 130 9 37 92 42 79 142
split_gain=21.3147 14.5623 15.347 10.9079 10.0736 9.9186 9.45431 9.36991 8.97884 10.2333 9.07316 13.4191 8.91549 8.26753 10.8099 12.6962 8.17972 7.88246 7.40251 9.28694 8.98155 7.3907 10.0672 8.38764 8.51884 7.27576 7.25637 7.2235 7.13029 7.19757
threshold=1.2750000000000001 2.3937969924812035 1.9500000000000002 2.7070000000000003 0.53029548343754718 1.0000000180025095e-35 -0.27857142857142853 0.59050000000000014 0.27350937747107446 0.21204043589848512 0.29936048795445219 -0.073194263363754938 1.5500000000000003 1.6535000000000002 1.1000000000000003 0.63955000000000006 1.3250000000000004 0.59881944444444446 1535.4300919333116 1532.7965863771437 0.20775000000000002 0.2678571428571429 0.53589743589743599 2.5280000000000005 0.7238095238095239 0.51263496667201369 -0.21499999999999994 4.785000000000001 2.8098448471773501 -0.77849999999999986
decision_type=2 2 2 2 2 2 2 2 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 16 6 -4 -1 17 10 -10 11 -3 -6 18 -15 -16 -2 -5 19 -8 -20 22 25 -23 -25 -18 -24 -27 29 -11
right_child=3 8 5 7 12 -7 13 -9 9 28 -12 -13 -14 14 15 -17 21 -19 20 -21 -22 23 26 24 -26 27 -28 -29 -30 -31
leaf_value=-0.007310457315916093 0.0024686140763895336 0.0012885534441073065 0.00072563195518964127 -0.0036150960393586686 0.00050395740047360759 0.0090116038356833888 -0.0014044699360194173 -0.009086868140825306 -0.0055721722040854528 0.014420177452238777 0.00076744845099510227 -0.0087635345014675792 0.013354709780985189 -0.0037624055993361865 0.0017542993258605583 0.018241457367802711 -0.00029028858645999703 0.0069380843321293611 -0.00047586077047141295 0.0082366215698632308 -0.0042316365688383935 0.0013839116569307362 -0.0094235205073396576 0.004591094436208097 -0.0041162576431920533 0.017082127704587072 -0.0016281003899790585 0.0018470757912582431 -0.0018259130678038925 0.0046732534790258169
leaf_weight=36.918790608644485 400.44675083458424 27.123046174645424 94.89400127530098 24.949733942747116 31.323943302035332 20.797452807426453 634.95241974294186 21.496577367186546 10.416854754090307 12.275122433900831 349.35717859864235 29.968785375356674 8.2632647156715375 16.974856972694397 20.904084742069248 8.0159164667129499 21.253412216901779 11.779150947928427 108.86961737275124 11.238105475902556 260.85605700314045 837.94139106571674 16.183488845825195 15.059708639979361 61.203841626644135 7.0917082875967052 130.68896181881428 10.719654768705366 11.441943272948263 54.765415340662003
leaf_count=185 1634 124 427 105 144 92 3016 90 48 56 1562 136 37 79 95 36 92 49 512 53 1239 3607 71 64 262 30 569 46 50 251
internal_value=6.74659e-05 -0.000735645 -0.00134914 0.000975477 -0.00172983 0.00230587 -0.00192606 -0.00350032 0.000796281 0.00386407 9.94728e-05 -0.00380423 0.00345142 -0.00172897 0.00259349 0.00668695 0.00115614 0 -0.00193456 -0.00122056 -0.00315409 0.000668864 -0.00123971 0.00106852 -0.00225924 0.00344996 -0.0025585 0.0085021 0.00525022 0.00661443
internal_weight=3308.17 1749.36 1254.01 1558.81 1138.32 115.691 1098.73 58.2255 495.348 88.8993 406.449 57.0918 39.5872 1061.81 45.8949 28.92 1500.59 36.7289 1015.92 646.191 369.726 1100.14 185.937 914.205 76.2636 39.0648 146.872 17.8114 78.4825 67.0405
internal_count=14761 8142 5915 6619 5396 519 5215 244 2227 405 1822 260 181 5030 210 131 6375 154 4820 3069 1751 4741 808 3933 326 168 640 76 357 307
is_linear=0
shrinkage=0.0106442


Tree=128
num_leaves=31
num_cat=0
split_feature=54 86 122 123 35 128 130 40 44 44 137 123 35 53 93 35 86 92 5 136 91 31 46 110 122 147 27 14 2 147
split_gain=20.8565 14.2867 19.469 11.6096 12.4786 10.2857 9.96857 9.47397 9.3969 9.03059 9.63641 9.55729 8.67635 9.6845 11.4193 8.57699 8.30938 9.00486 9.26272 9.99131 8.76039 9.68835 8.5062 9.7991 8.28267 9.0511 8.24342 8.0691 7.88996 7.88558
threshold=1.2750000000000001 2.5395010395010398 1.9750000000000003 0.87100000000000011 3.3650000000000007 0.63350000000000006 1.5280000000000002 3.2350000000000008 6.2950000000000008 8.6050000000000022 6.9500000000000011 1.0800000000000003 3.2750000000000004 2.5950000000000002 15.900000000000002 3.3250000000000006 3.6937500000000005 -0.31208333333333321 1514.6738060989455 29.950000000000003 0.022916666666666603 0.19785943223443223 3.1750000000000003 11.050000000000002 1.3945000000000001 0.46252839585274935 0.56527777777777788 0.55000000000000016 -73.102052509753648 0.48101277279174859
decision_type=2 2 2 2 2 2 2 2 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 15 7 12 -7 10 -4 -12 13 14 -3 26 17 -2 19 20 22 -22 -19 -24 25 -15 -5 -6 -18 -29
right_child=16 6 9 4 27 8 -8 -9 -10 -11 11 -13 -14 24 -16 -17 28 18 -20 -21 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0043014699997883004 -0.0016053737287785373 -0.0027309955574584236 -0.0023459152631078095 -0.0019665447114155668 0.010172546259062477 -0.000242914314417741 -0.00087217527542779493 -0.0017677572784163174 0.013213841425290163 0.015671386502956283 0 0.0090873218820584148 0.0099704908746216219 0.0094123372867485622 0.0048768375437412241 -0.011512348076579974 -0.0023126841456708198 0.0051087269082749267 -1.7903486427126901e-05 -0.0032410276332653196 0.0026024794985305701 0.010645059693059893 3.4963777023230647e-05 0.0026448795154967028 -0.0016006210485791368 0.00056504737506080343 0.0010240864285910021 0.0026524276683488773 0.0089616468629356207 -0.0083858898373657016
leaf_weight=163.81518079340458 150.32569214701653 57.881017208099365 28.723726630210876 839.75093534588814 14.305487647652624 10.730865508317949 188.26645505428314 47.637289300560951 10.027144610881804 6.7024181038141242 23.059114903211594 30.001190453767776 21.391519293189049 46.967511355876923 36.279112845659256 10.36048913002014 7.6959748566150656 74.444207146763802 501.24195955693722 41.21547894179821 57.805644080042839 27.593109026551247 363.18064948916435 308.52654349803925 14.314767152070997 21.807922005653381 114.37741596996784 54.13126403093338 27.033933162689209 8.2262344360351545
leaf_count=799 640 256 131 3984 63 52 828 219 47 30 104 131 92 214 158 48 31 310 2109 177 247 116 1559 1321 66 102 540 241 109 37
internal_value=6.68062e-05 -0.000727832 -0.00128443 -0.00163837 -0.00121766 -0.00154647 0.000931358 0.00235266 0.0057519 0.00349977 0.00237398 0.00512681 0.00339362 0.00254069 8.8807e-05 -0.00171443 0.000964859 0.000839584 0.00111472 0.00177722 0.00203856 0.00532397 0.00164848 0.00124936 0.00519296 0.00675952 -0.00159704 0.00287124 0.00616119 0.00102798
internal_weight=3307.82 1748.76 1314.21 1225.73 1061.91 985.247 434.546 246.279 20.758 88.4865 81.784 53.0603 198.642 177.25 94.1601 964.489 1559.06 1524.33 1374.01 872.766 831.55 85.3988 746.151 671.707 83.0902 68.7754 954.128 76.663 34.7299 62.3575
internal_count=14761 8142 6207 5811 5012 4671 1935 1107 99 396 366 235 888 796 414 4572 6619 6479 5839 3730 3553 363 3190 2880 382 316 4524 341 140 278
is_linear=0
shrinkage=0.0106442


Tree=129
num_leaves=31
num_cat=0
split_feature=41 86 93 114 38 137 141 103 1 30 92 104 99 134 86 149 40 34 115 104 142 112 104 149 27 138 130 136 79 79
split_gain=19.0529 11.9236 10.3718 10.2174 9.16645 8.79805 10.7002 11.5488 11.3928 9.3753 9.33577 9.80233 8.88394 8.72106 8.46315 11.0874 10.3201 10.0382 8.89292 14.8501 8.508 8.45184 11.3156 10.1432 8.31683 10.6854 8.69005 8.16 8.03274 10.955
threshold=2.1950000000000007 3.5819892473118284 20.550000000000004 2.3665000000000007 0.26103324318871041 7.9500000000000011 -0.48899999999999993 1.2635000000000003 1596.3590110538803 0.20701970443349751 0.39875000000000005 1.1845000000000001 0.71008403361344552 0.34650000000000009 2.6228448275862073 0.54513711825032585 3.4850000000000008 5.1550000000000011 1.6125000000000003 0.64450000000000018 -0.79749999999999999 0.38200000000000006 0.15850000000000003 0.54513711825032585 0.48527777777777786 2.5000000000000004 1.5855000000000004 5.9500000000000011 2.5211368095958204 3.0193452380952386
decision_type=2 2 2 2 2 2 2 2 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 14 -5 6 9 8 -8 -4 11 24 -10 -3 17 20 -17 18 27 -20 -16 22 23 -6 26 -26 -7 -1 -23 -30
right_child=-2 13 5 4 21 10 7 -9 12 -11 -12 -13 -14 -15 15 16 -18 -19 19 -21 -22 28 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0038293038615992972 0.001386167992630437 0.0056933587916473006 -0.0060227627286525811 -0.0020914465759774552 0 0.004119754178750018 0.00051165957464964127 -0.0026367149102712868 0.011258721262876704 0.0062032950484225561 -0.0066820776548678481 -0.0039974178910431911 0 -0.0059990521206729824 0.0060711926484853275 -0.00086326366747679244 -0.0084909169975663622 0.0050691353025754515 0.0011625493954813433 -0.0043529664150599185 0.00059603926850216205 0 -0.0062056095450096346 0.01342854998756875 -0.0037790696619556629 0.0057221000154482103 -0.0029819888621477057 -0.0017027880714817305 0.018356192670359435 0.0014744398174323179
leaf_weight=294.58742302656174 657.7508530318737 52.131684541702271 58.201997622847557 36.301686659455299 15.584830775856974 36.842000156641006 156.89222264289856 101.19426192343235 22.693983033299446 7.2697578072547904 12.769220411777495 22.624105125665665 11.737138181924818 7.5489899516105643 40.990919426083565 195.96960137784481 23.154442444443703 23.446091532707214 222.87944681942463 73.336289539933205 177.72191196680069 6.8517277091741589 14.63556833565235 10.567452579736708 13.615432634949682 127.58328925073147 40.937655761837959 796.30668424069881 12.986526861786844 8.7410543560981733
leaf_count=1403 2722 212 261 158 72 167 698 443 101 31 56 99 52 31 183 846 103 103 1030 334 796 33 68 46 61 559 181 3716 59 38
internal_value=-0.00022887 -0.000637379 -0.000750204 -0.00113054 0.00204999 0.000446328 -0.000606857 0.000229754 0.00180072 -0.00450496 0.00196977 0.00247047 0.00736985 0.00403858 -0.00131804 -1.12009e-06 -0.00171715 -0.00171938 -0.00184169 -0.000167545 0.00167016 0.00436858 0.00096422 0.00537787 0.00318663 0.00473162 0.000247004 -0.00228666 0.00886008 0.0120475
internal_weight=3283.85 2626.1 2566.42 1954.06 105.669 612.361 357.989 292.518 191.323 65.4718 254.372 241.602 34.4311 59.6807 1848.39 437.837 219.124 1410.56 1387.11 296.216 218.713 69.3672 40.7879 26.1523 218.978 141.199 77.7797 1090.89 28.5793 21.7276
internal_count=14662 11940 11697 8988 474 2709 1586 1294 851 292 1123 1067 153 243 8514 1928 949 6586 6483 1364 979 316 186 118 968 620 348 5119 130 97
is_linear=0
shrinkage=0.0106442


Tree=130
num_leaves=31
num_cat=0
split_feature=35 93 114 123 27 5 56 122 133 121 52 91 130 13 5 54 40 121 134 52 28 145 13 28 105 27 9 22 56 148
split_gain=21.5887 15.701 11.6156 10.387 8.89116 8.48843 9.89195 8.6705 8.36752 15.9384 10.5852 10.052 9.48978 9.95282 7.89679 9.82979 12.7946 7.85809 10.1179 7.54727 11.0363 8.846 7.53167 10.9981 9.5231 7.897 7.56019 7.4658 9.92252 7.42742
threshold=4.1650000000000009 20.550000000000004 2.3665000000000007 2.1290000000000004 0.64316666666666678 1527.4619035382514 2.1250000000000004 1.1940000000000002 1.7640000000000002 1.4720000000000002 2.7250000000000005 -0.25874999999999987 1.3875000000000002 1.0000000180025095e-35 1468.0445750974293 1.1850000000000003 3.2250000000000005 1.4720000000000002 0.38900000000000007 2.1650000000000005 4.8944444444444457 0.17575000000000005 0.22500000000000003 5.2928571428571436 1.0765000000000002 0.42950000000000005 0.7238095238095239 0.41428571428571431 2.2250000000000005 0.27704162465792886
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 29 6 14 -8 10 11 12 -10 13 -3 15 -1 -17 18 -4 20 -14 -21 25 26 -25 -12 -24 -9 -29 -2
right_child=4 3 17 -5 -6 -7 7 27 9 -11 22 -13 19 -15 -16 16 -18 -19 -20 21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0022206089254624656 0.0027544308126200515 0.013305829694891538 0.0024839109358606374 0.0087052408988333128 -0.006457874137017823 -0.004321087451005028 -0.0032330288181618744 0.0036706098325352526 -0.0068947249716649226 -0.005421540389687768 -0.0094773197339229169 0.0021327953990077798 0.0045412481292938433 0.0017229127313003766 -0.0014289817915133301 0.01454021903063551 0 -0.00055670124325326686 0.013894639499509013 -0.0096926969406626491 -0.0030401534357451165 -0.0013439338999996168 -0.00018531921507905695 0.0049645115283896641 -0.0068901891567721956 0.0020792917186563194 0.010109986915356726 0.0030730437447499732 -0.0099819958066038449 -0.0033415521522751593
leaf_weight=21.794901341199875 368.96586555242538 10.131302565336226 55.082598134875298 18.455321118235588 12.751019105315207 97.090347409248352 36.219669565558434 118.2551336735487 15.721667930483816 69.159808203577995 7.0097850859165183 108.43245705962181 55.572083279490471 73.489151477813721 1689.5130377262831 13.46498090028763 14.825742080807684 60.122812449932098 11.531955540180205 16.759567335247993 34.203969225287437 147.51622024178505 7.3574486672878256 21.266385897994041 11.806836545467375 91.374199494719505 47.557817861437798 13.642308592796327 11.576250374317167 22.600623935461044
leaf_count=101 1522 46 246 76 53 438 154 491 68 297 30 470 242 339 7798 60 66 264 51 76 148 669 31 90 50 385 200 58 48 95
internal_value=-0.000226496 -0.000552836 -0.00101557 0.000780654 0.00207124 -0.00121533 -0.00105275 0.0012958 0.000562153 -0.00130402 0.00127058 0.000905126 0.000114348 0.00325176 -0.00130138 0.00279361 0.0070274 0.00207975 0.00461679 -0.00087702 0.00153592 -0.00225955 0.00330917 0.00560504 0.000415242 0.00114924 0.00853957 0.00251222 -0.00250364 0.00237578
internal_weight=3283.25 2878.93 2143.12 735.814 404.318 2016.38 1919.29 179.693 717.359 193.314 524.045 124.154 337.672 83.6205 1739.6 50.0856 28.2907 126.737 66.6146 254.052 89.7761 164.276 186.372 87.9885 33.0732 98.384 54.9153 143.474 25.2186 391.566
internal_count=14662 12992 9775 3217 1670 9214 8776 751 3141 835 2306 538 1520 385 8025 227 126 561 297 1135 390 745 786 371 140 415 231 597 106 1617
is_linear=0
shrinkage=0.0106442


Tree=131
num_leaves=31
num_cat=0
split_feature=35 93 56 27 145 102 127 36 104 108 148 19 7 38 2 142 11 7 145 41 142 127 10 149 0 98 108 11 149 52
split_gain=21.1204 15.3712 9.43399 8.7097 8.4156 8.21258 8.712 11.6381 8.12799 7.8141 12.3642 10.4567 10.0471 9.35643 7.58945 7.57888 7.49079 13.2451 10.256 15.2754 7.66524 7.45969 7.48984 7.22958 6.75944 6.66068 8.53272 6.63343 6.45525 6.44887
threshold=4.1650000000000009 20.550000000000004 2.1250000000000004 0.64316666666666678 0.14795000000000003 1.9995000000000003 1.3875000000000002 3.4250000000000003 2.0010000000000003 1.5000000000000002 0.26335666023166027 3.5000000000000004 3.5124616914630455 0.15637447901033646 212.6632363107033 -1.4134999999999998 2.1083333333333338 7.2197800952091038 0.17495000000000002 2.1450000000000005 -0.14049999999999999 0.64600000000000013 2.183333333333334 0.58716006383747676 1490.4089267461543 0.81101190476190488 1.0000000180025095e-35 2.4476190476190482 0.60980563244674457 3.1150000000000007
decision_type=2 2 2 2 2 2 2 2 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 9 -3 14 -7 -8 -6 10 11 12 29 -14 21 -4 17 18 23 -20 -19 25 -23 -17 -15 26 -1 -18 -24 -2
right_child=3 4 15 -5 8 6 7 -9 -10 -11 -12 -13 13 24 -16 16 27 20 19 -21 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034504130885743118 0.0029535041816795993 -0.0076452041746909423 0.008288737125146866 -0.0063966162728594051 0.001065586212970018 -0.00097711171028941834 0.014945823727060392 -0.001002204441160087 -0.010008078543125383 0.00057586323824867591 -0.0010204932820226896 0.010775928179625797 -0.00076118227705366018 0.017016266743347389 -0.0064393401615387442 -0.01292712575441813 0.0086404046550617782 -0.012974063112962482 0.0072397632450776012 -0.00080477500461158767 -0.0019223407855581862 -0.00079713171560414037 -0.0022379919367188899 0 0.005802459109297547 -0.0074843122773517595 -0.0041758767467832787 0 -0.008462034614810144 -0.0055373326490308064
leaf_weight=22.222091674804688 21.930426999926567 12.950253427028654 15.483912110328673 12.73618598282337 715.53526617586613 19.898374065756798 12.358856424689295 6.9468069821596137 7.4243909120559684 171.86151599884033 46.18930795788765 31.082299619913101 19.26887434720993 8.0222539603710157 33.599979788064957 9.2263328731060046 21.426410987973213 13.089504778385161 43.061760470271111 65.52956822514534 21.801075130701065 1522.9413186758757 187.14397065341473 7.6833468228578559 75.242614567279816 40.212484419345856 56.136587962508202 20.550243020057678 22.989651069045067 18.097225934267044
leaf_count=104 91 57 64 53 3128 89 54 31 32 709 192 128 79 33 151 39 89 55 182 272 91 7035 844 32 310 192 266 85 100 75
internal_value=-0.000224165 -0.000547092 -0.00100514 0.00204806 0.000772062 -0.00124533 0.00350279 0.00866371 0.000937353 0.00234944 0.00368825 0.00500121 0.00366856 0.00544634 -0.00134963 0.00106849 0.000464194 -0.000525249 0.00101583 0.00228865 -0.00636922 -0.00125161 -0.00106651 -0.00653754 0.00700888 -0.00386862 -0.0018792 0.00449479 -0.00296887 -0.000623226
internal_weight=3282.64 2878.21 2142.3 404.431 735.91 1924.45 39.204 19.3057 722.96 391.695 219.833 173.644 142.561 102.534 1885.25 217.852 202.368 160.392 125.501 108.591 34.8906 1851.65 1733.07 16.9097 83.2649 118.571 78.3587 41.9767 210.134 40.0277
internal_count=14662 12992 9775 1670 3217 8866 174 85 3160 1617 908 716 588 422 8692 909 845 671 525 454 146 8541 7979 71 343 562 370 174 944 166
is_linear=0
shrinkage=0.0106442


Tree=132
num_leaves=31
num_cat=0
split_feature=47 35 102 86 114 46 123 137 145 136 80 99 31 86 132 145 111 102 98 145 137 77 48 98 121 19 114 14 135 140
split_gain=20.2259 8.59169 9.88168 8.15613 8.08753 10.2012 8.99077 8.4009 7.76592 9.29209 8.19136 7.59644 9.04877 14.2096 11.398 12.5604 11.1943 8.67115 15.4962 8.01959 7.56576 13.9269 7.42789 7.3739 7.33954 7.14378 6.99283 8.06847 7.21237 6.68547
threshold=1.7250000000000003 6.9750000000000005 0.19800000000000004 3.3717607973421928 1.0835000000000001 2.2050000000000005 1.8210000000000004 6.8500000000000005 0.43085000000000007 7.8500000000000005 0.089597366200098713 0.67424242424242431 0.17596296296296296 3.1414285714285719 1.6125000000000003 0.24035000000000004 22.350000000000005 0.23450000000000001 0.7633053221288516 0.24445000000000003 3.9500000000000006 1.591666666666667 1.9150000000000003 0.74456521739130443 1.1835000000000002 2.5000000000000004 1.3165000000000002 0.63333333333333341 -0.18899999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 6 7 29 -6 11 10 26 12 14 16 15 -1 -14 19 -19 -13 21 -7 -20 -23 -16 -21 28 -28 -10 -2
right_child=4 2 -4 -5 5 20 -8 -9 9 -11 -12 17 13 -15 24 -17 -18 18 22 25 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0026440470896119837 -0.00033037601440406768 0.011751280392698302 0.0013623200869456909 0.0027025881246417983 -0.0086261727611019138 -0.008941475183777697 -0.0069501036059841119 -0.0023017230988673859 -0.0022899481969655871 -0.0018845017485312236 -0.0033872164481681278 0.00030607860293769401 0.0044580214241108033 -0.0067116360584198974 -0.0089815321701593592 -0.0023262197564770147 -0.0024529122849969061 -0.00015571864589681574 -0.002669552125578763 0.0074801917138739857 -0.00093739322392172406 0.0064663389299817933 -0.010829172905921338 -0.0068695630322005811 -0.0010422390672935934 -0.00025982701279908137 -0.00065568525747104257 0.0055560017568148752 0.0012225453063031445 0.0036949648894777712
leaf_weight=224.50833471119404 312.87839785218239 16.170412942767143 37.182847082614899 157.7251358628273 46.483133509755135 37.984789341688156 20.770968601107597 61.419285282492638 95.889715671539307 365.53811894357204 56.489307433366776 182.14726363122463 225.07981580495834 15.267129525542257 19.541683211922646 75.387772291898727 28.050680696964264 313.93904829025269 36.746692404150963 39.347081005573273 439.49423691630363 13.6940765529871 24.020259767770767 6.6578848809003821 52.980180338025093 16.715106278657913 32.622543931007385 65.876422554254532 212.17166133224964 54.506949678063393
leaf_count=963 1518 65 150 643 239 184 100 309 417 1593 256 790 958 64 84 327 120 1350 164 171 2106 65 102 33 228 73 141 282 921 261
internal_value=-7.66484e-05 0.000469603 0.00470769 0.000363976 -0.00134768 -0.00211747 -0.00011935 -0.00512346 0.000181799 -0.000610997 0.000371666 0.000714126 0.00152568 0.0030222 0.000418971 0.00135964 0.00365073 -0.000117248 -0.00114246 0.00145138 -0.00144486 -0.00508815 -0.0060676 0.00158812 -0.00332624 0.00498532 0.00091975 0.00339219 9.5158e-05 0.000238282
internal_weight=3287.29 2293.4 53.3533 2240.04 993.89 605.733 388.156 107.902 2082.32 828.588 463.05 1253.73 640.816 268.398 372.418 299.896 253.13 612.915 374.706 238.209 497.831 58.3368 60.767 20.352 72.5219 56.0622 406.56 98.499 308.061 367.385
internal_count=14677 9862 215 9647 4815 2936 1879 548 9004 3610 2017 5394 2744 1142 1602 1290 1078 2650 1616 1034 2388 282 266 98 312 244 1761 423 1338 1779
is_linear=0
shrinkage=0.0106442


Tree=133
num_leaves=31
num_cat=0
split_feature=47 35 112 26 86 130 145 136 148 134 147 136 99 103 98 31 86 132 145 111 137 145 28 52 105 3 48 7 137 115
split_gain=19.8112 8.41793 9.64423 8.04703 7.98296 7.6281 7.59664 9.09787 12.4425 14.7504 9.28825 11.2886 7.42857 9.59298 15.9509 8.84432 13.9122 11.1671 12.2922 10.9505 8.72792 8.36492 7.41724 7.34237 7.23462 7.04105 6.94681 6.74996 9.95365 8.82242
threshold=1.7250000000000003 6.9750000000000005 0.22750000000000004 0.37683333333333335 3.3717607973421928 2.1835000000000004 0.43085000000000007 7.8500000000000005 0.24933358173482909 -0.50549999999999995 0.47199397614381194 7.0500000000000007 0.67424242424242431 0.48750000000000004 0.78019323671497598 0.17596296296296296 3.1414285714285719 1.6125000000000003 0.24035000000000004 22.350000000000005 16.950000000000003 0.24445000000000003 5.6125000000000007 2.1450000000000005 1.2230000000000001 1506.9154244652741 2.7450000000000006 35.72225056545313 5.9500000000000011 0.77500000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 6 -4 12 8 9 -8 11 -10 15 21 -15 17 19 18 -1 -17 -16 26 -23 -5 -19 -11 -14 29 -29 -25
right_child=3 2 5 23 -6 -7 7 -9 10 25 -12 -13 13 14 20 16 -18 24 -20 -21 -22 22 -24 27 -26 -27 -28 28 -30 -31
leaf_value=0.0026142238320215326 -0.006997810153441782 0.010408742123624956 -0.0056053719524780344 -0.0026171351436391228 0.0026730789392988481 0.0049272315938694126 -0.0062527543398414693 -0.0018654080757245729 -0.0022548214770821513 0.0059764789906589346 0.0070351286740636737 0.0049280397925131622 -0.00010910096464939486 -0.00045094322396366086 -0.0098707676626715816 0.0044061023536629282 -0.0066491158069738841 -0.0015690021473846185 -0.0023028968388689231 -0.0024282412760868476 0.0021865403387243475 0.0028901276196366781 0.013530474593839688 0.0026097215449544346 -0.010894079698264789 0.0013362722787300121 0.0095736611380997389 0.004233869203562334 -0.010035780561669637 -0.00084593200956599912
leaf_weight=224.65178662538528 28.354661777615547 20.621849477291107 12.089465275406836 280.65805374085903 157.76869633793831 20.645866766571999 18.441463559865952 365.34994934499264 240.30867421627045 77.976269543170929 14.968900278210638 26.878591790795326 212.87268653512001 282.63235165178776 34.198210060596466 225.30677728354931 15.246757403016089 60.176813721656799 75.340954422950745 28.034152373671532 6.8184751570224753 58.084130167961121 9.6197518557310087 97.590650990605354 12.287491366267203 84.503658190369606 8.6797519177198392 6.6188998818397549 18.95564216375351 561.15109722316265
leaf_count=963 141 83 49 1421 643 83 79 1593 1056 336 66 117 924 1216 150 958 64 259 327 120 30 254 41 464 53 363 35 32 92 2665
internal_value=-7.61296e-05 0.000464328 0.00465933 -0.00133456 0.000359725 0.000716918 0.000179418 -0.000604754 0.000367195 0.00256262 -0.00100335 -0.00149297 0.000705852 -0.000116196 -0.00139072 0.00150818 0.00298706 0.000413556 0.00134435 0.00360841 -0.00761059 0.00127359 0.00455695 -0.00115728 -0.00329501 0.00362775 0.000222882 -0.000543214 -0.00593241 -0.000318059
internal_weight=3286.83 2293.5 53.3572 993.329 2240.15 32.7353 2082.38 828.428 463.078 180.921 282.156 267.187 1253.95 612.905 323.649 641.045 268.588 372.457 299.993 253.341 41.0167 289.256 67.7039 964.974 72.4643 162.48 221.552 684.316 25.5745 658.742
internal_count=14677 9862 215 4815 9647 132 9004 3610 2017 778 1239 1173 5394 2650 1396 2744 1142 1602 1290 1078 180 1254 295 4674 312 699 959 3253 124 3129
is_linear=0
shrinkage=0.0106442


Tree=134
num_leaves=31
num_cat=0
split_feature=47 35 110 26 86 145 55 48 109 137 99 110 93 35 22 35 39 55 10 55 0 52 143 148 25 131 130 80 109 149
split_gain=19.403 8.23919 9.53218 7.90774 7.81143 7.42972 10.8595 8.59413 9.0862 7.55708 7.25955 9.64912 11.4149 11.2358 8.6981 11.3526 7.74663 7.56549 10.4436 7.45193 7.21751 7.20035 7.19779 10.4738 7.51807 6.91982 6.52767 7.67079 10.5779 9.46378
threshold=1.7250000000000003 6.9750000000000005 1.4500000000000002 0.37683333333333335 3.3717607973421928 0.43085000000000007 1.8950000000000002 1.6950000000000001 2.5000000000000004 28.050000000000004 0.67424242424242431 3.8500000000000001 20.550000000000004 3.8150000000000004 0.77500000000000013 3.6050000000000004 0.32946926545024136 1.2850000000000004 1.591666666666667 1.7250000000000003 1376.7713339470704 2.1450000000000005 1.1380000000000001 0.22751819289406963 0.91666666666666685 0.64600000000000013 1.5635000000000001 0.071160648519139058 1.0000000180025095e-35 0.50351689060415483
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 10 7 8 25 20 14 22 19 -14 17 16 -16 18 -1 -13 -9 -5 24 -24 -12 -7 27 28 29 -23
right_child=3 2 -4 21 -6 6 -8 9 -10 -11 11 12 13 -15 15 -17 -18 -19 -20 -21 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00063262962365448505 -0.0069445648569546568 0.011299022614156464 0.0012159566300600725 -0.0025923657096011319 0.0026439092050888151 0.00166941864666525 0.0085995033192960996 0.008037469724244798 0.0022063943062419909 -0.0056737858853595537 0.00091505534335642501 -0.0036891545786342625 0.0036010757184788359 -0.0025620831307594048 0.00020226481832355295 0.0040214573947599322 -0.0094353568016117412 0.0012602657746690936 0.0073878286026839556 0.0023574833823997751 4.4606229003565202e-05 -0.0091172673952241729 -0.012607470574466217 0.0001276304087227741 0.0054579855941739204 -0.0038768833273800083 -0.0019151083090161803 0.0013758247073390247 -0.0034837402361991084 0.003782957482111059
leaf_weight=51.360839441418648 28.268397107720375 16.91849710047245 36.437906473875046 280.32552929222584 157.81124509871006 26.373400151729584 14.109877765178679 13.218549013137816 39.633631452918053 25.441555231809616 179.39635188877583 180.75421090424061 80.696393385529518 55.646951347589493 11.952096328139303 18.379127502441406 24.743071287870407 473.60050785541534 61.230867803096771 24.274588868021965 509.62460173666477 7.0211152732372275 9.4756213277578336 25.465695977210999 57.148573860526085 199.86643801629543 249.33490265905857 265.96364694833755 110.68550024926662 51.158063113689423
leaf_count=221 141 68 147 1421 643 119 61 57 176 110 781 791 346 231 52 77 108 2029 257 105 2191 34 41 110 245 896 1183 1268 526 242
internal_value=-7.53448e-05 0.000459361 0.00460979 -0.00132124 0.000355823 0.000177385 -0.000598175 -0.000770464 -0.00234096 0 0.000697959 -0.000114617 -0.0013214 0.0010087 0.0014909 -0.00247205 -0.00601032 0.00188113 0.00439951 -0.00292208 0.00026675 -0.00114555 0.00136417 -0.00302567 0.00205697 -0.00318396 -0.000537398 0.000228464 -0.00151651 0.0020458
internal_weight=3286.32 2293.56 53.3564 992.757 2240.2 2082.39 828.268 814.158 265.873 548.285 1254.12 612.858 341.372 136.343 641.267 55.0743 36.6952 586.192 112.592 205.029 522.843 964.489 271.486 34.9413 236.545 226.24 684.163 434.828 168.865 58.1792
internal_count=14677 9862 215 4815 9647 9004 3610 3549 1191 2358 5394 2650 1473 577 2744 237 160 2507 478 896 2248 4674 1177 151 1026 1015 3253 2070 802 276
is_linear=0
shrinkage=0.0106442


Tree=135
num_leaves=31
num_cat=0
split_feature=47 150 99 49 135 30 95 23 144 11 130 144 79 144 41 95 1 143 102 22 10 84 25 91 133 103 1 52 79 37
split_gain=14.6987 11.4497 10.3148 10.1742 9.28261 11.7114 9.69137 9.45249 9.37115 9.33833 8.55296 11.123 11.0891 9.86707 8.45132 9.87185 9.78105 8.10845 8.75265 7.86542 7.5706 7.45825 7.68208 7.44593 7.18418 8.75081 9.24865 7.27547 7.07142 7.32252
threshold=1.7250000000000003 0.62017637310606066 0.78019323671497598 1.4750000000000003 0.58900000000000008 0.10383484440088211 -1.499999999999998 1.6333333333333335 -0.0043499999999999988 2.6214285714285719 2.1340000000000003 0.018650000000000003 3.0271346066537861 0.00085000000000000017 1.6650000000000003 7.4999999999999991 1411.563775342481 -0.80499999999999994 1.4965000000000004 0.15476190476190474 2.183333333333334 0.019374999999999951 0.2678571428571429 -0.11083333333333324 1.1835000000000002 1.5405000000000002 1546.2391970394913 2.8150000000000004 3.2324586768169588 0.32662062825357324
decision_type=2 2 2 2 2 2 2 2 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 -3 6 -6 8 -7 -1 -10 11 12 -8 19 15 16 -2 18 -16 -12 -9 22 -4 -15 -5 -26 -27 -28 29 -19
right_child=14 3 21 24 5 7 10 20 9 -11 13 -13 -14 23 17 -17 -18 28 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00629794967870995 0.0066967887810720711 0.0069950016414527414 -0.0031530744222064391 0.0049779501424158214 0.014323526778218543 -0.0065348649226190623 0.0010974641032221223 0.0080280742218540625 -5.1733175781888083e-05 -0.008206498341377948 0.0076388317814404709 0.010189136085506454 -0.0024082764567633376 -0.0044254602009958025 -0.0042847687362681632 0.0067699557764589581 -0.0061166321487068449 -0.0020275099670025425 0.0059242511212659549 0.0023581503987211076 0.0012063906655525754 -0.0037035538945542246 0.0001661038263262193 0.0043179783285179751 -0.0013987661881298061 0.01085432202164323 0.0065825802668793721 -0.0049112076908390413 -0.011045699360299166 0.00031114352884280402
leaf_weight=31.755171656608582 6.5468250066041938 48.703492775559425 97.747230783104897 48.535313352942467 10.744801148772238 11.314223662018774 416.75513438880444 29.624100416898727 536.55247731506824 16.49842394888401 56.671843245625496 13.086046084761618 134.75972397625446 29.559045076370239 110.95747146010399 7.9299743920564643 87.166664436459541 203.66883419454098 9.5867437571287137 93.322355762124062 61.574919998645782 100.77841830253601 387.75352862477303 16.825204521417618 104.04578697681427 15.613283962011336 11.532100200653078 13.45842871069908 7.0527806133031836 577.53703153133392
leaf_count=139 34 201 432 202 46 49 1804 126 2330 71 236 56 572 124 541 40 462 982 46 393 262 438 1686 70 433 64 48 56 33 2767
internal_value=-7.11207e-05 0.000397821 0.000133416 0.00259016 0.000617121 0.00355442 0.000362128 0.00232332 -0.000656849 -0.000313975 0.00115899 0.000471432 0.00022183 0.00308234 -0.00114299 -0.00407949 -0.00510952 -0.000803012 -0.00338581 0.00442329 0.00353732 -0.00105246 -0.000480544 -0.0010277 0.00142535 0.000160784 0.00441548 0 -0.000394727 -0.000285138
internal_weight=3297.66 2287.21 2045.32 241.888 1459.04 113.258 1345.79 102.513 584.806 553.051 760.979 564.601 551.515 196.378 1010.45 101.643 93.7135 908.803 120.544 149.994 91.199 586.279 485.501 46.3842 193.185 144.65 40.6038 24.9905 788.259 781.206
internal_count=14743 9838 8834 1004 6278 483 5795 437 2540 2401 3255 2432 2376 823 4905 536 496 4369 587 629 388 2556 2118 194 803 601 168 104 3782 3749
is_linear=0
shrinkage=0.0106442


Tree=136
num_leaves=31
num_cat=0
split_feature=93 86 135 5 98 140 77 145 30 13 53 104 27 30 98 130 102 110 120 3 5 98 105 85 7 86 106 7 27 130
split_gain=21.7841 15.9449 9.48771 11.1763 9.08606 8.72775 13.4259 10.004 8.61702 8.61151 8.22359 8.02448 7.98136 10.8266 9.88559 9.43128 8.24452 8.24442 8.06996 7.96123 8.90877 9.72529 12.5751 8.81201 8.67569 8.57214 7.6164 10.0036 8.48279 8.80041
threshold=20.550000000000004 3.3717607973421928 0.51250000000000007 1491.5933767480772 0.23611111111111113 1.0000000180025095e-35 1.9666666666666668 0.9658500000000001 0.15969304388422031 0.36666666666666675 3.5250000000000004 0.54350000000000021 0.47950000000000004 0.099054500044599064 0.64495798319327746 1.7070000000000001 2.0005000000000002 3.4500000000000006 1.0500000000000003 1392.5539536257036 1481.8240941058191 0.77525252525252542 0.76750000000000018 -0.15669467787114846 -39.013211427361504 2.2649122807017545 0.76350000000000018 -13.601432939020354 0.52050000000000007 1.3165000000000002
decision_type=2 2 2 2 2 2 2 2 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 8 -2 7 -7 12 -4 -8 19 -9 13 -6 15 18 -16 -17 -14 20 21 22 -1 25 -23 -21 27 -5 29 -29
right_child=4 -3 3 26 5 6 9 11 -10 -11 -12 -13 14 -15 16 17 -18 -19 -20 23 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0087212412036308355 0.014007923726481818 0.0030457322067101817 0.0029206891936939855 -0.008358974327920439 -0.0085065877295788291 0.0051745936858294747 0.00032190850400390662 0.016772986296690742 0.013859993550068643 -0.013163874348240288 -0.0050548810771161605 0.0022011998352739043 -0.0022332135547853118 -0.00027166029889066651 0.0050869739231064557 0.0062712257526433574 -0.0028663290529832176 -0.0018374383948134025 0.0035729014014625163 -0.0070227523615057647 -0.0011131237496423908 -0.007290051246275085 -0.00095819371571035869 -0.00084406361050896916 0.0025804320587406357 -0.0018701528590560127 0.0039416154264711638 -0.01149120321069169 0.0059984586479223103 2.5164202458625834e-05
leaf_weight=47.275308266282082 6.5302445739507666 127.32655908167362 35.405415669083595 20.829061418771744 19.920425146818161 117.60899767279625 15.317555695772173 7.8317773491144207 12.407286286354063 7.2657445818185797 56.357092931866646 14.113843247294424 32.040218621492386 237.08080245554447 106.06730474531651 15.020116016268728 15.37434248626232 175.09174185991287 128.37076157331467 51.746501564979553 107.20019668340683 14.990727722644804 19.706716299057007 1626.4391262531281 29.646217405796051 159.5996976941824 34.824942201375961 9.5778370797634107 19.291814431548119 26.957302838563919
leaf_count=211 27 522 159 93 91 502 64 34 54 31 305 61 145 1029 460 63 65 747 562 254 493 67 87 7360 135 718 156 44 86 118
internal_value=-7.02509e-05 -0.000602437 -0.000811481 0.00166895 0.00134072 0.00123611 0.00369396 0.00076327 0.00597886 -0.00355227 -0.00100344 0.00787958 0.000534639 -0.000950785 0.00136574 0.000425322 0.0039937 -0.00114161 0.00234779 -0.000887321 0.00100687 0.00313693 0.00571682 -0.00111856 -0.000499377 -0.00318137 -8.53914e-05 -0.00205174 0.00011354 -0.00270671
internal_weight=3297.22 2399.58 2272.26 159.294 897.634 891.104 140.192 750.911 47.8127 22.5833 2112.96 21.9456 728.966 257.001 471.964 350.523 121.442 190.112 160.411 2056.6 218.819 111.619 66.982 1837.79 44.6369 211.346 111.481 76.656 55.827 36.5351
internal_count=14743 10862 10340 710 3881 3854 597 3257 213 95 9630 95 3162 1120 2042 1517 525 810 707 9325 993 500 298 8332 202 972 497 341 248 162
is_linear=0
shrinkage=0.0106442


Tree=137
num_leaves=31
num_cat=0
split_feature=93 86 41 99 3 56 4 11 46 118 150 136 86 84 104 137 150 145 102 31 86 141 36 26 0 109 136 117 132 55
split_gain=21.3235 15.6072 10.7169 9.54816 13.6072 10.0782 9.29442 8.19224 10.1149 7.81485 10.4878 8.51744 7.80617 7.666 7.57763 9.16707 9.81219 7.45749 7.0026 6.90287 6.8337 7.57915 6.71436 12.8661 6.43385 6.27464 8.90578 9.77313 9.06461 8.22945
threshold=20.550000000000004 3.3717607973421928 2.5250000000000004 0.53589743589743599 1479.7291612557387 2.1250000000000004 1675.6550824252454 2.1083333333333338 5.0150000000000006 0.77500000000000013 0.61378862139921286 7.0500000000000007 2.886038961038961 0.020657894736842052 0.91750000000000009 18.850000000000005 0.54565303691941258 0.82895000000000008 1.8815000000000002 0.18533452807646353 2.7864741641337392 1.7415000000000003 3.2650000000000001 0.4931666666666667 1570.9297065999838 1.0000000180025095e-35 6.0500000000000007 0.41650000000000004 0.64600000000000013 1.4650000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 13 12 -7 -9 -3 -11 -12 25 18 15 16 -6 -8 -5 -20 21 -15 23 -16 -22 26 -2 -28 -29 -27
right_child=6 9 -4 5 14 7 17 8 -10 10 11 -13 -14 20 22 -17 -18 -19 19 -21 24 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=0.0026961358408326094 0.0062334187224517262 0.011290541001195947 0.0030323595329319495 -0.001405684293727764 -0.00044211127624247889 0 0.0038164399639009092 0.0098776860443413918 -0.0026174828975120555 -0.00026140359176237706 0.010788510657412887 0.00056115290275670791 0.003335175450307204 -0.0059465267446335238 -0.0015977957993213397 0.003596302114447295 -0.0055650715023796739 0.016342602788291263 0 0.011466992458783035 -0.0036552271690672615 0.0037648436763630037 -0.0016882279074044173 0.014891188114477229 0.0051273303013328851 0.0017033987891653299 -0.0065010637551294352 0.014281723056143563 0.00094036267252408073 -0.00093203079444251159
leaf_weight=181.25246733427048 49.745316475629807 12.254214599728583 78.390846595168114 1425.5164631605148 97.159021183848381 132.03302431106567 40.55818909406662 22.992228984832764 9.0812808126211149 73.058036968111992 22.520028740167618 19.539786711335182 143.29956343770027 107.10060524940491 8.104099169373514 27.670618310570717 82.506382673978806 7.2696863710880271 18.063198417425159 9.1765942722558957 22.540956825017929 8.5904136449098569 13.580349132418631 11.524939417839049 16.272266894578934 217.38095845282078 17.546617344021797 6.6419716179370871 65.861693739891052 349.5898035466671
leaf_count=820 217 50 318 6599 455 554 174 96 37 302 91 79 595 499 37 122 361 31 81 41 100 39 60 51 70 913 77 30 287 1557
internal_value=-6.9459e-05 -0.0005962 -0.000803153 -0.000945031 0.000476161 -0.00128937 0.00132616 0.00118733 0.00601267 0.00301223 0.00203986 0.00628664 0.00105424 -0.00154878 -0.00115298 -0.00194176 -0.00285309 0.00593976 -0.00129808 0.00394789 -0.00383809 -0.00513473 0.00345564 0.00754896 0 0.00057693 0.00259877 0.000474413 0.00230727 5.9907e-05
internal_weight=3296.82 2398.93 2271.56 2193.16 421.798 1771.37 897.894 164.107 32.0735 127.372 115.118 42.0598 850.066 1607.26 240.545 207.336 179.665 47.8279 1452.76 27.2398 154.504 115.691 33.2094 19.629 38.8132 706.766 139.796 90.0503 72.5037 566.971
internal_count=14743 10862 10340 10022 1906 8116 3881 687 133 522 472 170 3676 7429 1086 938 816 205 6721 122 708 538 148 88 170 3081 611 394 317 2470
is_linear=0
shrinkage=0.0106442


Tree=138
num_leaves=31
num_cat=0
split_feature=35 51 49 11 120 2 26 100 111 31 111 56 44 40 136 94 112 95 2 144 40 108 107 111 98 130 40 141 94 136
split_gain=20.06 11.9477 11.3472 11.4418 9.18133 12.9274 12.092 9.85479 8.81649 9.93935 10.3524 8.4097 8.88233 8.64162 13.3168 10.5233 11.2917 10.3087 9.96222 13.1949 11.4308 11.1358 9.94574 9.46705 8.22862 11.449 12.7332 8.73727 10.814 9.07991
threshold=3.3650000000000007 1.4650000000000001 1.6150000000000004 0.93095238095238109 1.4720000000000002 217.91246044239475 0.60183333333333344 2.7750000000000004 6.8500000000000005 0.18768939393939393 18.350000000000005 1.7050000000000003 7.8150000000000004 3.6850000000000005 10.850000000000003 16.050000000000004 0.68150000000000011 -11.249999999999996 -20.489482340601509 0.0037500000000000003 2.8150000000000004 1.5000000000000002 0.59050000000000014 17.650000000000002 0.64495798319327746 2.1835000000000004 1.9550000000000003 0.45950000000000008 23.550000000000004 5.1500000000000012
decision_type=2 2 2 2 2 2 2 2 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 3 -2 -5 7 -7 -6 -4 24 -11 12 -1 15 -15 18 17 -17 19 21 23 -13 -18 -20 27 -26 -27 -10 29 -29
right_child=2 -3 8 4 5 6 -8 -9 9 10 -12 13 -14 14 -16 16 22 -19 20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00075425580921162469 -0.0018642768781455701 -0.0054683139013614029 -0.00037413927542781923 0.0096773540806145818 -0.0023031302623699747 0.0131583762437976 -0.0011306337938270566 0.0089574133600711942 0.0057608229740899759 0.0010122590642594616 -0.0054251511749786093 0.0040427720890713935 -0.0045081614540924192 -0.0072845916888291352 0.0035406942561113895 -0.0024811503847900302 0.0061122420421423386 0.002538854359725771 -0.0017835453022960494 -0.0054760578544765315 -0.0075456556650624184 -0.0032911255833158754 -0.0038349831420348601 0.0089298701667788576 -0.00093689264960113811 0.0010940311663128009 0.014046931368896025 0.0055117296586688356 0.0084850272950238413 -0.0033801775038866627
leaf_weight=1080.0842348337173 28.257560908794403 54.287271976470947 399.36612068116665 40.562995433807373 42.139604046940804 21.072487786412243 7.9625596404075614 11.129992008209227 130.38440623879433 108.4021064043045 37.738027185201645 110.16166827082634 78.202059358358383 38.988384202122688 17.742127552628517 49.414441481232643 12.941676303744314 462.53799919784069 159.39864069223404 28.029160931706429 40.144818797707558 28.241366446018219 69.834389626979828 9.6926222890615445 115.48507890105247 29.01602691411972 13.618481889367102 17.668212905526161 17.987185850739479 46.294829681515694
leaf_count=5088 118 295 1699 169 172 85 32 45 551 454 160 489 366 176 79 217 56 2023 707 124 182 125 306 43 497 122 57 74 75 196
internal_value=4.83488e-05 -0.000520591 0.00125233 0.00397214 0.00539981 0.00316419 0.00887839 0 0.000792127 0.00171405 -0.000578288 -0.000392885 -0.00101676 0.000300442 -0.0037141 0.000545949 0.00143344 0.00203382 -0.000831129 0.00106913 -0.0023928 0.00247047 -0.00215302 -0.00110738 0.00264667 0.000726319 0.0054776 0.00402729 0.00114117 -0.000759968
internal_weight=3306.79 2239.7 1067.09 151.125 122.868 82.3046 29.035 53.2696 915.96 516.594 146.14 2185.41 1158.29 1027.13 56.7305 970.397 594.729 511.952 375.668 166.432 209.236 138.403 82.7761 169.091 370.454 158.12 42.6345 212.335 81.9502 63.963
internal_count=14782 10276 4506 621 503 334 117 217 3885 2186 614 9981 5454 4527 255 4272 2602 2240 1670 738 932 614 362 750 1572 676 179 896 345 270
is_linear=0
shrinkage=0.0106442


Tree=139
num_leaves=31
num_cat=0
split_feature=93 49 86 104 111 145 49 0 26 38 111 120 144 29 26 11 50 92 132 52 30 119 7 26 134 0 103 4 104 142
split_gain=22.6853 15.0626 11.1018 10.8594 10.0907 8.79779 13.0279 10.6425 10.417 14.864 10.0865 8.52517 8.38974 9.56691 11.1141 8.53312 15.4227 7.9245 7.80329 7.7331 7.24696 7.1642 6.67128 6.4287 6.37131 9.29334 8.54444 9.05217 9.75044 8.58263
threshold=20.550000000000004 3.6750000000000003 3.7124060150375944 0.54350000000000021 23.550000000000004 0.79165000000000008 3.5550000000000002 1424.2522418974979 0.51050000000000006 0.30117210992162052 15.450000000000001 3.1340000000000003 0.00015000000000000004 3.1339285714285716 0.40763888888888894 0.74166666666666681 1.0000000180025095e-35 -1.0000000180025095e-35 2.2930000000000006 3.4350000000000005 0.14155117715812324 2.1000000000000005 -3.5911062683802579 0.54050000000000009 0.26200000000000007 1427.2427250482579 1.1915000000000002 1520.08624635929 0.77050000000000007 -0.27649999999999991
decision_type=2 2 2 2 2 2 2 2 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 12 5 6 11 17 9 -8 18 -1 13 -3 -15 16 -16 -7 -9 24 -14 -6 -19 -17 25 -2 27 29 -29 -26
right_child=19 3 -4 -5 21 7 8 10 -10 -11 -12 -13 20 14 15 23 -18 22 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-1.4332733724241072e-05 -0.0029689060515089797 -0.004795843130559088 0.0056606249740521362 -0.0056840429378118814 -0.0058095925867407208 -0.0034887120208451699 0.014654653555168186 -0.0036847021359302525 -0.0010326693445601566 -0.0019490586260320433 0.0022187309754878627 0.010064548146210139 -0.0075072105656224216 -0.0066782816638651359 0.012371174908403918 0.0020967522307394856 -0.0037187541396120558 -0.00087791759188639285 0.0040229999905050887 0.0041252369556752239 0 0.0035828693420995789 0.010041857848591459 -0.0059312932195839906 0.0027150861425627435 0.0020575307876556492 -0.0033612183571514959 0.0091151859499278409 0 -0.0046148825617675828
leaf_weight=1595.449485078454 43.519413217902184 37.424291491508484 36.400385394692421 95.404385030269623 57.645918250083923 10.882673889398573 20.3013328909874 241.09927651286125 12.84193269908428 7.2463377118110648 43.460737630724907 9.5565246790647489 38.175668388605118 16.407149702310562 21.640870958566669 67.621958121657372 8.5533706992864591 6.8882423192262676 14.573391452431677 113.30261081457138 21.191656544804573 9.4969899207353574 19.705763354897499 13.233557313680647 31.263482868671417 541.89616096019745 75.482452422380447 26.24692215025425 29.372850030660629 40.155852884054184
leaf_count=7068 192 194 147 486 260 49 97 1086 62 35 196 39 199 85 109 339 42 31 63 458 107 42 88 66 136 2362 325 115 128 176
internal_value=4.769e-05 -0.000488726 -0.000153603 -0.00264238 -0.000262005 -0.000119079 0.000195974 -0.00169027 0.0061684 0.00990621 -0.00238134 3.91416e-05 -0.00130155 -2.03539e-06 0.00132322 0.00259989 0.00746575 0.00354577 -0.00320432 0.0014909 -0.00473394 -0.00432481 0.00681893 0.00065304 0.00109878 0.00166595 -0.000488888 0.00113516 0.00439846 -0.00125931
internal_weight=3306.44 2405.2 2085.55 319.653 2049.15 1982.01 1645.4 336.61 40.3896 27.5477 299.133 1605.01 224.249 164.881 127.457 111.05 30.1942 37.4767 255.673 901.24 59.3673 67.1429 26.594 80.8555 787.937 585.416 202.522 127.039 55.6198 71.4193
internal_count=14782 10890 9263 1627 9116 8814 7301 1513 194 132 1345 7107 1141 835 641 556 151 168 1149 3892 306 302 119 405 3434 2554 880 555 243 312
is_linear=0
shrinkage=0.0106442


Tree=140
num_leaves=31
num_cat=0
split_feature=93 47 104 86 5 85 147 40 7 39 41 149 38 38 14 80 0 37 1 48 132 55 136 133 135 4 101 136 26 121
split_gain=22.2054 14.3146 10.639 10.5725 9.32322 8.54458 7.724 7.72023 9.37453 7.65805 7.59615 11.3502 8.26849 7.55639 9.02963 7.64535 7.43358 7.92432 8.06577 11.2907 9.99815 10.4787 9.48068 8.21494 7.77635 7.45394 10.4355 7.33696 9.48559 10.9436
threshold=20.550000000000004 2.0650000000000004 0.54350000000000021 3.7124060150375944 1479.0431971603248 -0.04931995540691194 0.47660668427820335 1.7050000000000003 -13.907311476984431 0.22370887774238962 1.9950000000000003 0.53851874003189804 0.25742505197411336 0.27905372074291906 0.55000000000000016 0.083441654795821468 1484.2785346329185 0.6267997000545299 1434.881828692801 2.0350000000000006 1.2930000000000004 1.7350000000000001 11.850000000000003 1.7320000000000002 -0.7054999999999999 1488.8668652651793 1.7750000000000001 13.15 0.45707142857142863 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 2 2 2 2 2 2 2
left_child=1 3 5 4 10 -3 -6 -8 -9 -4 11 13 -12 14 -1 -15 17 18 19 -2 21 22 23 -20 -18 26 -22 -7 -29 -30
right_child=16 2 9 -5 6 27 7 8 -10 -11 12 -13 -14 15 -16 -17 24 -19 20 -21 25 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0 -0.0089273101581610753 -0.005936534975283801 0 0.0054339533826401601 -0.00024535211738026654 -0.0016319001022269163 0.00040347848274251635 0.00011541600660064688 -0.0049573282958502779 -0.0077169339063786714 0.0018672554234080633 -0.0035951354070369152 0.0091204087063963026 0.0056159993304512167 0.012946929122132893 -0.0036477161257646635 -0.0032382110673470641 0.0090961472004812433 0.01285470200732812 0.0048228721772138874 -0.0034711656950928214 -0.0059482747965691673 -0.00039751647639286184 0 0.0021968147109912213 -0.0038891987483777248 0.012492694910604014 -0.0022319879624715382 0.015994798881378301 0.00089906635270674674
leaf_weight=8.618298679590227 27.289426490664482 37.504272490739822 16.43086114525795 37.12807285785675 1609.7192087173462 117.09868617355824 81.673854678869247 54.379456207156181 131.4502852410078 64.256833523511887 67.856836631894112 53.887480825185776 27.169835150241852 17.445731297135353 14.727401062846182 23.749229803681374 29.646662503480911 9.2011211812496168 21.90730689466 7.9138289242982855 8.7455547600984591 9.2890667319297773 14.256220400333403 7.8961643725633612 692.43172247707844 64.453156605362892 8.4728221744298917 16.478215649724007 10.73794722557068 14.331088081002234
leaf_count=40 122 196 85 150 7175 601 350 245 600 331 289 242 117 81 67 110 127 38 96 33 38 45 62 34 2981 280 36 85 54 72
internal_value=4.70684e-05 -0.000483771 -0.00276332 -0.000182259 -0.000287016 -0.0013555 -0.000531033 -0.00221091 -0.00341643 -0.00605567 0.00180984 0 0.00405148 0.00302216 0.00786901 2.06895e-05 0.00147465 -0.000416621 -0.000992455 -0.00553816 0.000115017 0.00377145 0.00605879 0.00949916 0.00195914 -0.00214493 0.00377496 -0.000206397 0.00355876 0.00778364
internal_weight=3306.15 2404.64 276.838 2127.81 2090.68 196.15 1877.22 267.504 185.83 80.6877 213.455 118.428 95.0267 64.5407 23.3457 41.195 901.503 179.425 170.224 35.2033 135.02 53.3488 44.0597 29.8035 722.078 81.6715 17.2184 158.646 41.5473 25.069
internal_count=14782 10890 1424 9466 9316 1008 8370 1195 845 416 946 540 406 298 107 191 3892 784 746 155 591 237 192 130 3108 354 74 812 211 126
is_linear=0
shrinkage=0.0106442


Tree=141
num_leaves=31
num_cat=0
split_feature=86 114 8 7 51 86 89 11 86 149 11 141 30 132 146 138 96 127 143 55 11 111 126 84 134 123 145 90 5 17
split_gain=13.8437 12.4754 9.55393 9.41082 14.1266 10.8738 11.781 10.3283 10.0552 9.73301 10.183 9.69739 9.5648 11.6252 9.241 9.19102 8.56037 12.1479 10.8378 11.8296 14.5438 8.83603 9.77883 8.02012 7.84861 7.843 8.28988 7.78461 9.1663 7.56865
threshold=3.7370689655172415 2.4500000000000006 1.8619047619047622 -12.463800185838521 1.175 2.3937969924812035 1.0000000180025095e-35 2.1083333333333338 1.8944444444444446 0.61434823896303536 1.7238095238095241 2.0690000000000004 0.14093535572408813 1.5280000000000002 0.0023500000000000001 6.5000000000000009 3.5000000000000004 0.68350000000000011 -0.53549999999999998 1.7950000000000002 1.3095238095238098 15.250000000000002 1.1055000000000004 0.011079545454545451 -0.22699999999999998 1.6585000000000003 0.21885000000000002 0.10874999999999997 1483.1623606050186 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 12 6 9 -6 -8 11 -11 -5 13 25 23 -13 18 -18 -7 29 -21 22 -19 -10 -12 -1 -27 28 -3 -20
right_child=2 27 -4 5 7 16 8 -9 14 10 24 15 -14 -15 -16 -17 17 21 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00012200633311881893 0.0087646578319681371 -0.0043418035150359583 -0.0004593627209997941 -0.0011684301463476144 -0.00015645070437597024 -0.0036521395851910692 -0.0083557547602477935 -0.0082477866855381297 -0.002250866913505619 -0.00051711637801401839 -0.0002597497309169121 -0.0022152495842061898 0.0036119046482481331 -0.002251954390506837 -0.0065491713397408478 0.009709501250551705 0.010691501469387179 0.0035647592348788002 0.0013732614266177793 0.0016644966857174209 0.019459354864066355 0.012548046013879393 -0.00037636647608019089 0.0039206596161760641 0.0090074099635848691 0.0026001738421401327 0.012691831856023161 -0.0033171323073609149 0.0035750751412336056 -0.0029903716199980918
leaf_weight=40.166772335767746 34.676604136824608 16.856684699654579 16.826350972056389 1075.3345968723297 507.47447560727596 99.213139981031418 39.853742554783821 18.682586342096329 104.30373959243298 51.832114011049271 12.066318184137343 10.209511682391168 228.79695983231068 94.516777664422989 43.65527905523777 18.261460319161415 16.481835022568703 104.75921884179115 109.92265552282333 20.097288817167286 7.8760963380336753 7.7399767488241187 211.87703613936901 30.17083004117012 32.454337760806084 33.088523253798485 15.245096415281294 23.632375106215477 205.9142622500658 75.128512427210808
leaf_count=177 140 76 68 4860 2375 439 197 87 506 223 51 44 962 405 205 78 72 452 484 95 37 33 911 143 137 141 65 102 886 330
internal_value=7.14903e-05 -1.1914e-05 0.00554738 -0.000203666 0.000675606 -0.000606915 -0.00113264 -0.000463697 -0.00342177 -0.000708124 0.00250545 -0.000998147 0.00215672 0.000280212 -0.00225897 0.00506483 0.000518586 0.00169433 -0.000731331 0.000579739 0.00704985 0.00120483 0.000894419 -0.000788192 0.00626008 0.00310308 0.00600031 0.00228728 0.00292892 -0.00034162
internal_weight=3307.12 3255.61 51.503 3009.21 937.971 2071.24 1418.14 526.157 217.984 1200.16 96.3528 1103.81 411.814 183.017 178.13 28.471 653.096 340.858 312.238 213.025 27.9734 324.376 316.636 134.475 44.5207 88.5004 48.3336 246.403 222.771 185.051
internal_count=14781 14573 208 13509 4212 9297 6444 2462 1051 5393 411 4982 1750 788 854 122 2853 1468 1385 946 132 1396 1363 649 188 383 206 1064 962 814
is_linear=0
shrinkage=0.0106442


Tree=142
num_leaves=31
num_cat=0
split_feature=86 85 99 7 137 145 105 34 93 56 42 84 8 31 86 46 133 5 143 123 127 34 20 94 6 143 37 4 123 150
split_gain=13.5366 11.3261 13.1141 12.881 12.4267 10.3623 10.224 10.3182 10.1562 9.49038 9.61616 10.8709 9.35658 8.98035 8.49434 8.41098 7.63439 13.5672 7.47056 7.30385 7.18149 7.89855 6.9794 9.08831 10.5394 6.95546 9.07103 9.84484 7.45742 6.86948
threshold=3.7370689655172415 -0.20960573476702507 0.46410256410256417 -10.377626909274111 4.9500000000000011 0.99265000000000014 1.6235000000000002 4.4650000000000007 20.550000000000004 2.1250000000000004 5.7150000000000007 0.019374999999999951 1.8619047619047622 0.13359580052493439 2.5266106442577034 2.7250000000000005 1.2930000000000004 1518.4315788995168 1.3425000000000002 2.1290000000000004 0.70700000000000007 1.9450000000000001 2.5000000000000004 8.4000000000000021 1494.8691753619507 0.32850000000000007 0.3610080137921417 1586.9375920614145 1.6960000000000002 0.56722990168501719
decision_type=2 2 2 2 2 2 2 2 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 4 -3 8 7 14 9 10 11 -4 -2 -12 20 -7 17 -11 22 -10 -1 -22 23 24 -5 -6 27 -27 -28 -16
right_child=12 2 5 18 25 15 -8 -9 19 16 13 -13 -14 -15 29 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0015566573540639643 0.0086677365214493374 -0.0029804788680147581 -0.00074593094569114183 0.0031782518239229169 0.010871088132910371 0.01503116715552698 0.008348290316652832 0.0075384581726427062 0.00071800547438266723 0.008995506487644217 -0.0010624762438266469 -0.0036506023056349511 -0.00045448100711891089 0.0048778347764961219 0.00082060126887151925 0.00088487520824512885 0.00043409441919981689 -0.0051078965754471281 -0.0080858587633308339 0.0079510879190283785 -0.010116004604623465 -0.0030779131126683654 -0.0048633091694225954 0.0030463848143328174 -0.0044492313984930828 0.011740418265918231 -0.0089865532268389083 -0.00040561305733055343 0.0053016599764575166 -0.003783836865974834
leaf_weight=11.574138492345808 34.691040903329849 15.083412274718283 1400.4543916881084 34.417341738939285 34.966887325048447 9.1662030369043368 9.6192447096109372 10.27004663646221 709.1822327375412 32.899957895278931 49.491825684905052 166.25519844889641 16.826062276959419 62.033639967441559 72.613759145140648 13.602845281362532 143.80681400001049 9.0765683352947217 9.9558504968881589 16.551897183060646 41.644559428095818 41.888797909021378 19.180983006954193 178.8325492143631 48.251001730561256 20.35804279148579 8.8273416310548765 9.4721616208553296 6.9789300560951224 68.854105845093727
leaf_count=58 140 68 6450 149 154 42 42 44 3068 137 217 757 68 264 327 59 599 38 44 68 199 207 86 789 213 89 40 41 30 294
internal_value=7.05858e-05 -1.18715e-05 0.000168494 0.00200025 0.0054085 -9.83589e-05 -0.0021618 -0.00261387 -0.000165176 -0.000584518 -0.000841396 -0.00106086 0.00548465 0.00214761 -0.00309895 0.00704061 0.00167946 0.00569597 0.000842046 0.000897429 -0.00559567 -0.00671228 0.0011961 0.00168068 -0.00114676 0.00710852 0.00399571 0.00753188 -0.00201407 -0.00134627
internal_weight=3306.83 3255.31 2998.85 386.325 95.6868 2612.52 256.465 246.845 2589.75 1864.02 1678.24 1566.71 51.5171 111.525 236.575 22.769 185.783 41.9765 290.638 725.734 95.1075 83.5334 280.682 261.501 82.6683 80.6034 45.6365 29.8302 15.8063 141.468
internal_count=14781 14573 13402 1703 422 11699 1171 1129 11598 8462 7688 7207 208 481 1085 101 774 175 1281 3136 464 406 1237 1151 362 354 200 130 70 621
is_linear=0
shrinkage=0.0106442


Tree=143
num_leaves=31
num_cat=0
split_feature=86 114 99 137 37 85 124 36 38 143 145 85 105 45 133 8 5 47 27 133 5 108 27 30 133 6 96 102 95 1
split_gain=13.2356 12.1601 10.6931 10.8328 13.2445 9.9068 9.76606 9.6826 9.65123 15.4753 12.4086 10.6138 9.86178 9.58208 9.48727 9.16398 9.15175 9.11904 8.89107 10.1232 9.2362 8.84735 9.61306 8.60774 9.67916 8.60066 8.04552 7.73532 11.5893 8.78827
threshold=3.7370689655172415 2.4500000000000006 0.53589743589743599 4.0500000000000007 0.39146013920548833 -0.17357142857142852 1.1000000000000003 2.5250000000000004 0.25926275346959576 -1.1139999999999997 0.99265000000000014 -0.25830845771144278 1.1225000000000003 1.3950000000000002 1.8165000000000002 1.8619047619047622 1481.8240941058191 1.1250000000000002 0.66050000000000009 1.1180000000000001 1514.9181356295073 1.5000000000000002 0.43527777777777782 0.20379359942466738 0.64600000000000013 1480.4680020662383 4.5000000000000009 1.0325000000000002 -5.2499999999999973 1497.0944762576055
decision_type=2 2 2 2 2 2 2 2 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 6 -3 26 -8 18 -10 11 12 -11 -13 16 -2 -7 -16 19 23 -21 27 -23 24 -4 -19 -5 29 -29 -6
right_child=15 5 8 4 21 14 7 -9 9 10 -12 13 -14 -15 17 -17 -18 25 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0025321835902069345 0.0085722450362054805 -0.0053337383721228726 -0.005319355811469517 0.0022367909332133263 0.002744213634246229 -0.0077483191796115071 0.0040198040080108863 0.013294478854287596 -0.0048764630589341641 -0.0063971250760878583 0.0088359053617064042 -0.00043196077101048707 0.0056571619185114439 -0.0054427036488399767 0.014865413682522853 -0.0004496511636963911 0.0020333529360875794 -0.00112703305997346 -0.0072766239850144609 0.00068149706821509805 -0.0018740330728904261 -0.0084050349182507554 -0.00051552073037357748 0.0059019851466298777 0.0021928548853547146 0.0067641004866000384 -0.0065162301261983517 -0.005000667000209973 0.008287357024834385 -0.0032316603275976247
leaf_weight=79.609097123146057 34.704041287302971 17.156421348452568 22.159171402454376 47.207950353622437 69.24597179889679 11.424896091222761 146.96714626252651 15.421185731887816 112.50807102024555 62.466093555092812 14.966353580355642 1210.2221094220877 7.8463051915168753 45.397072166204453 11.880491599440573 16.825774893164635 139.63897989690304 20.626402720808983 17.073682889342308 487.52963446080685 237.62510944902897 21.776478990912437 108.29726088047028 60.880624979734421 134.49732215702534 45.800787419080734 15.905354246497152 8.298126742243765 36.424636140465736 46.171906292438507
leaf_count=357 140 75 97 215 313 52 646 68 519 299 69 5583 36 246 49 68 606 88 73 2089 1013 99 474 259 583 194 70 37 158 206
internal_value=6.98942e-05 -1.16226e-05 -0.000201063 0.00107084 0.00164737 0.00225765 0.00358419 0.00496519 -0.000519187 -0.00106781 -0.000740418 -0.000856424 -0.00490274 -0.000621481 0.00287121 0.00542275 0.00122411 0.00591466 0.000300676 0.000449044 -0.000141452 0.000106275 -0.00191702 0.00246568 0.00106327 0.00415586 0 0.00181521 0.00558721 0.000262709
internal_weight=3306.55 3255.02 3008.5 595.325 515.716 246.528 225.502 162.388 2413.17 1453.41 1340.9 1325.93 70.3124 1255.62 229.372 51.5298 151.064 78.3077 959.766 942.692 725.155 290.214 130.074 217.537 156.656 66.4272 63.1133 160.141 44.7228 115.418
internal_count=14781 14573 13509 2643 2286 1064 999 714 10866 6752 6233 6164 335 5829 989 208 658 331 4114 4041 3102 1287 573 939 680 282 285 714 195 519
is_linear=0
shrinkage=0.0106442


Tree=144
num_leaves=31
num_cat=0
split_feature=86 45 26 84 8 138 98 35 123 36 8 2 90 28 98 135 46 23 96 144 124 26 135 99 9 0 93 28 114 104
split_gain=22.3343 13.1185 9.18214 8.47438 8.72893 9.3093 8.42836 10.5274 11.8381 14.0916 10.6988 10.3573 10.8601 9.08501 10.5658 9.00651 11.4852 10.0898 8.63948 8.61833 8.80686 8.51735 7.98326 8.25129 7.62652 8.29907 7.61069 10.4032 10.6979 10.0593
threshold=3.2738636363636369 1.135 0.39050000000000007 0.017121710526315701 2.7238095238095243 6.5000000000000009 0.66025641025641035 3.1350000000000002 1.1465000000000003 3.0250000000000004 0.51666666666666672 207.1871225771512 0.070416666666666669 5.8944444444444457 0.63397129186602885 0.15300000000000002 3.6350000000000002 2.2250000000000005 7.5000000000000009 0.010050000000000002 1.7750000000000001 0.48211111111111116 -0.32899999999999996 0.63961038961038974 0.44761904761904764 1467.1003245231338 11.400000000000002 2.8452380952380958 0.29150000000000004 0.43350000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 13 22 11 10 -10 12 -9 15 -15 19 17 -17 -18 21 -21 -1 23 -8 -24 -26 29 28 -28 -4
right_child=-2 2 26 4 -6 -7 7 8 9 -11 -12 -13 -14 14 -16 16 18 -19 -20 20 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0020636842403154161 0.003353130064657732 -0.0055153585534244648 -0.0012449584781483013 0.00076062176461451825 0.002903164107690807 -0.0030408747966452288 0.009799022667424424 0.00046315861356401565 -0.0051054318870691106 -0.0019879368960507488 0.0027300482105447749 0.010642368349073887 0.009993877077636687 0.0031754166922428172 0.014672892806630521 0 -0.00071608063826803956 0.0069002338140729666 0.0093490607755423172 0.011084957011251605 -0.0015699691857577174 -0.0011155157721597984 0.0062205342949383556 0 -0.00027885569347373151 -0.0043952049291583108 0.014449709931593483 -0.00062539505070242387 0.0018518093320114303 -0.0061052406132183698
leaf_weight=140.34592363238335 224.06029453873634 50.88971720635891 283.7268833220005 105.6492700278759 52.201440036296844 211.30718590319157 12.215683028101919 80.569969609379768 21.130802571773529 200.82912214100361 196.48966045677662 21.652888521552086 17.01666733622551 65.67898990213871 11.57977584004402 30.55757549405098 95.123907878994942 90.401287779211998 10.690165072679518 16.117019355297092 8.0258652269840223 296.95577853918076 10.475456237792967 38.482215315103531 98.618929326534271 146.30250228941441 9.4008632898330671 631.66235156357288 59.550736680626869 60.887094378471375
leaf_count=604 921 252 1387 451 218 919 54 347 91 859 838 90 74 273 48 134 401 388 44 69 34 1269 47 174 445 657 46 3029 289 304
internal_value=0.000106946 -0.000126211 -0.00106289 0.000387439 -0.00105555 -0.00174064 0.000724976 0 0.00088828 1.9892e-05 0.00192101 0.00384774 0.0022326 0.00153377 0.0050345 0.00112553 0.00286711 0.00511213 0.000201619 0.000246908 0.00644346 -7.12019e-05 -0.0015845 0.0021671 -0.0023703 -0.00278057 -0.000836067 -0.000182607 0.00372158 -0.00213413
internal_weight=3298.6 3074.54 1096.12 1978.42 369.158 316.956 1609.26 843.784 537.689 418.45 217.62 119.24 97.5866 765.476 77.2588 688.218 226.773 120.959 105.814 461.445 24.1429 437.302 306.095 50.6979 255.397 244.921 1045.23 700.614 68.9516 344.614
internal_count=14756 13835 5307 8528 1588 1370 6940 3676 2299 1788 929 511 421 3264 321 2943 967 522 445 1976 103 1873 1377 228 1149 1102 5055 3364 335 1691
is_linear=0
shrinkage=0.0106442


Tree=145
num_leaves=31
num_cat=0
split_feature=86 51 136 89 3 98 136 123 3 133 86 123 150 28 40 11 8 122 3 3 91 46 136 91 123 99 31 98 31 110
split_gain=21.8516 16.0058 10.869 13.4155 9.60682 8.94637 11.1816 9.32922 11.2917 13.1472 8.71089 8.42695 8.01716 9.68032 7.44627 7.42517 7.33328 7.2652 7.77748 7.32661 10.0591 7.20094 9.93763 7.52008 7.92918 7.51503 7.19711 10.454 8.07926 7.10414
threshold=3.2738636363636369 1.2150000000000001 3.6500000000000008 0.77000000000000013 1593.448453312725 0.62828947368421062 26.950000000000003 2.1025000000000005 1380.6824723508637 1.4720000000000002 2.3363095238095242 0.97500000000000009 0.62487254782005797 2.5857142857142863 2.8050000000000002 1.7238095238095241 1.7928571428571431 1.2425000000000004 1518.9269638871049 1440.1702176969359 0.058333333333333355 3.5650000000000004 3.0500000000000003 -0.016249999999999949 1.0250000000000001 0.64495798319327746 0.18454070201643016 0.39230769230769236 0.16287683031869077 23.450000000000003
decision_type=2 2 2 2 2 2 2 2 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 7 12 8 9 -4 15 -8 -7 -14 -10 -9 -13 18 19 -2 -21 22 -1 -23 -25 -26 28 -28 -19 -3
right_child=17 29 4 -5 -6 6 11 10 14 -11 -12 16 13 -15 -16 -17 -18 26 -20 20 -22 23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0016326939722346358 -0.0038395289324957018 -0.0011923530222797403 0.0018071516949888311 0.010667171522883722 -0.0014486901201265254 0 0.0050074685297896515 0.013702577068658052 0.0024884380364083307 -0.010466884364311684 -0.00049808020198708984 -0.0031661240550001288 -0.0019048871118804824 0.0088624513997990328 -0.00053924172463066708 0.0015007132766094275 -0.012998442954278423 0.0046427375022845717 -0.010469869767533498 0 0.014127226441762931 -0.0061621690538199219 0.013514766078084299 0.0086307072682090709 -0.0046431923393186383 0.0034327545656196081 0.010748774812742877 0.00013372050567543925 0.013086841157723373 0.0021697067969046377
leaf_weight=29.574257060885429 16.44173800945282 1267.7601778954268 17.824345409870148 24.043876826763153 293.00336353480816 639.85022136569023 7.3010369986295691 19.259912788867954 363.7179324477911 19.314332604408264 11.348651021718977 30.447499245405197 12.801239758729933 25.573646426200867 116.1560330092907 10.954191386699675 14.908988267183302 71.03703872859478 7.1538520604372016 19.329798340797428 9.1412626355886442 17.685623005032539 12.445253580808638 14.477407380938528 24.107425332069397 28.185524046421051 12.863791748881338 69.585274934768677 18.594587966799736 73.355384886264801
leaf_count=128 69 6071 76 102 1240 2773 32 80 1547 83 47 133 53 107 498 45 64 292 30 80 38 75 54 60 101 119 52 284 76 347
internal_value=0.000105891 -0.000124771 0.000546985 0.00328684 0.000279747 0.000680637 -8.0801e-05 0.00169574 0.00128045 -0.00429356 0.00660921 -0.00481668 0.000271423 0.00499722 0.00173371 0.00962604 -0.00662941 0.00331614 0 0.00146955 0.00490401 0.00180082 0.00540161 0 0.00164398 -8.96671e-05 0.00437122 0.00191715 0.00651158 -0.00100063
internal_weight=3298.24 3074.1 1732.98 150.519 1582.46 1289.46 730.883 558.575 517.013 37.1387 41.5628 52.6575 678.225 38.3749 479.874 30.2141 45.3565 224.147 52.0667 44.9128 28.4711 126.475 42.0195 84.456 66.7704 52.2929 172.081 82.4491 89.6316 1341.12
internal_count=14756 13835 7417 639 6778 5538 3162 2376 2204 159 172 229 2933 160 2045 125 197 921 217 187 118 537 182 355 280 220 704 336 368 6418
is_linear=0
shrinkage=0.0106442


Tree=146
num_leaves=31
num_cat=0
split_feature=86 51 136 84 127 133 23 105 145 135 29 55 55 145 79 9 95 104 9 136 110 127 31 142 47 29 103 51 1 9
split_gain=21.4008 15.6697 10.6406 9.43411 8.22644 8.98076 10.7479 8.5232 7.87012 9.18266 8.02432 7.70542 17.7531 7.12893 7.07868 8.47695 10.2763 10.0673 7.02562 7.0054 8.12548 12.0336 7.06464 6.968 7.35985 7.94456 7.92811 9.2786 8.5525 7.40671
threshold=3.2738636363636369 1.2150000000000001 3.6500000000000008 0.017121710526315701 2.5635000000000008 1.7070000000000001 3.4142857142857146 0.60450000000000015 0.19815000000000002 0.13800000000000004 2.8944444444444448 2.0350000000000006 2.0250000000000004 0.15835000000000002 3.0323772638826525 1.4476190476190478 1.0000000180025095e-35 0.57550000000000001 0.7238095238095239 13.050000000000002 26.350000000000005 1.0500000000000003 0.28647416413373866 -1.4794999999999998 1.3050000000000004 5.4722222222222232 1.3985000000000001 1.2050000000000003 1599.277531600256 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 2 2 2 2 2 2 2
left_child=1 2 14 4 5 8 13 -8 10 -10 -4 12 19 -7 15 16 -1 -17 -18 20 22 -22 -3 -5 25 -25 27 -26 -28 -27
right_child=-2 11 3 23 -6 6 7 -9 9 -11 -12 -13 -14 -15 -16 17 18 -19 -20 -21 21 -23 -24 24 26 29 28 -29 -30 -31
leaf_value=0.0026472715374340726 0.0032814121605496752 -0.0013466501864204878 0.0085517525941427863 0.0081587702608215702 0.0060600297213702662 -0.0086338155801101556 0.0046459708686095863 -0.0013862913463173012 -0.00045787343356899611 0.0023651045663619402 0.0020700156625079163 -0.0037686208368601982 0.016965149419816066 -0.0012618341534653588 0.00017684130551348862 0.0066507807801746083 0.003454245948518691 -0.0045234856188377109 0.016387874445606271 0.00045502436962969442 0.013387295808552201 -0.00040574016695945069 -0.0071065381965839652 -0.0014992800895938579 -0.0056560751488863676 0.0078507008909486989 0.0044201083821938441 0.0054307560258989472 -0.0049176009002268352 -0.0019883824453647875
leaf_weight=27.855248883366585 224.20904053747654 841.15446339547634 25.693558663129807 7.9518712610006324 31.703766748309135 16.302342161536217 65.128569975495338 41.19809602200985 379.9803914129734 195.88365218043327 221.33149760961533 106.02553614974022 6.3255527764558783 313.43856510519981 58.748419046401978 17.867931559681892 9.5100638568401354 18.077956065535545 18.560294523835182 331.77798019349575 10.308587253093721 19.123493909835815 25.862009093165398 88.567446887493134 106.19479301571846 24.298734247684479 26.42443060874939 8.3398405462503415 18.885876968502998 11.212388500571249
leaf_count=120 921 4012 108 34 132 70 274 174 1641 841 943 556 31 1344 247 77 40 77 78 1558 48 90 123 373 463 101 114 37 82 47
internal_value=0.000104907 -0.000123385 0.000541111 0.000276554 0.000672932 0.000528937 -0.000690899 0.00220999 0.00118811 0.000484159 0.00278667 -0.0009903 -0.000743194 -0.00165812 0.00325111 0.00510278 0.00771989 0.000739107 0.0123798 -0.000842937 -0.00133502 0.00406877 -0.00153056 -0.00144027 -0.00174606 0.000118435 -0.00325901 -0.00475718 0.00029647 0.00444861
internal_weight=3297.94 3073.73 1733.16 1582.54 1290.66 1258.96 436.068 106.327 822.889 575.864 247.025 1340.58 1234.55 329.741 150.62 91.8715 55.9256 35.9459 28.0704 1228.23 896.449 29.4321 867.016 291.875 283.924 124.079 159.845 114.535 45.3103 35.5111
internal_count=14756 13835 7417 6778 5527 5395 1862 448 3533 2482 1051 6418 5862 1414 639 392 238 154 118 5831 4273 138 4135 1251 1217 521 696 500 196 148
is_linear=0
shrinkage=0.0106442


Tree=147
num_leaves=31
num_cat=0
split_feature=86 89 89 26 35 124 123 26 91 145 149 35 11 120 135 134 4 142 105 2 4 3 105 91 29 131 11 134 134 111
split_gain=14.286 22.5723 21.1038 13.2524 10.5659 11.1694 10.21 10.0952 8.90752 8.70486 9.41337 10.7197 10.4257 8.67577 8.60071 8.3891 10.6508 8.38147 7.95039 8.28875 8.44786 7.67156 8.60529 13.1765 12.1798 9.89333 13.0076 7.84472 8.68587 7.66776
threshold=2.6023255813953496 1.0000000180025095e-35 0.45000000000000007 0.46472222222222226 3.8850000000000002 1.2915000000000003 1.0250000000000001 0.33633333333333337 0.34375000000000006 0.23175000000000004 0.59548780782927435 3.0050000000000003 2.7678571428571432 2.7890000000000001 0.18900000000000003 -0.22699999999999998 1584.4937502789664 -1.0109999999999997 0.25050000000000006 95.402415189172658 1511.8194088629987 1491.4375602172138 0.50050000000000006 0.20541666666666661 6.1055555555555561 1.3540000000000003 0.51666666666666672 0.36150000000000004 0.62350000000000005 7.4500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 7 -6 -1 -2 -4 17 12 -12 13 14 -11 -13 -17 -5 -7 20 -20 22 24 29 25 26 -9 -23 -29 -24
right_child=4 2 8 9 5 18 -8 21 -10 10 11 15 -14 -15 -16 16 -18 -19 19 -21 -22 27 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0053768481981814808 0.010956178182695887 -0.0051342682012136048 -0.0008890423278727083 -0.0020566640902046928 0.0068087150194893267 0.0050840147203010675 -0.00077302770955612081 -0.0052873344973339079 0.009730771344957187 -0.0013352608247433281 0.0091215012377560516 -0.0031609657917286084 -0.0089848748122453286 0.007356420738317165 0.0010980316591707685 0.00082786858441339197 0.01015845488525211 0.0020149916980353802 0.010082269607815426 -0.0079451359907382457 -0.0019060794643616951 9.9697617371537726e-05 0.0008219323516380037 0.0072671148283118981 -0.0076338011077387346 0.0019296315416415823 0.009414492747268674 -0.0071862577650101764 0.001695182713570271 -0.0048646207089768035
leaf_weight=64.822062149643898 10.728557035326956 196.49847196042538 256.13637502491474 61.393989950418472 73.232991620898247 31.848871052265167 410.19521687924862 6.8579381108283988 9.1721868067979795 487.76770666241646 23.205468863248825 35.400421261787415 16.242545083165169 16.123406156897545 244.24429824948311 69.506061732769012 18.3951306194067 552.681111946702 9.0578053593635577 16.354953095316887 22.527955085039139 340.71039068698883 50.673817172646523 21.128646746277809 10.15957374870777 103.1977764070034 53.264457330107689 36.936941653490067 16.310062825679779 51.615879237651825
leaf_count=311 47 928 1225 268 300 130 1875 31 43 2225 102 150 71 67 1105 296 77 2413 37 67 93 1482 222 92 44 445 233 161 70 226
internal_value=4.60504e-05 -0.000362277 -0.00248446 0.000122501 0.00123456 0.00378365 -0.00142337 0.00066362 -0.000482348 0.000610911 -3.81839e-05 0.00242084 -0.000523227 -0.000325494 -0.000509031 0.00107467 0.00289985 0.00159083 0.00087566 -0.00170125 0.00119961 0.000488595 0.00178808 -0.000282875 0.0033219 0.00406766 0.00756299 -0.000464103 -0.00426874 -0.00194495
internal_weight=3316.39 2461.78 461.807 1999.98 854.607 153.023 475.017 701.584 265.309 1524.96 910.885 146.507 764.378 748.135 732.012 123.302 87.9012 614.075 79.7896 47.9407 31.5858 690.855 296.898 123.418 173.48 163.32 60.1224 393.957 53.247 102.29
internal_count=14836 11156 2196 8960 3680 627 2186 3053 1268 6774 4093 625 3468 3397 3330 523 373 2681 327 197 130 3006 1293 540 753 709 264 1713 231 448
is_linear=0
shrinkage=0.0106442


Tree=148
num_leaves=31
num_cat=0
split_feature=53 86 50 90 132 132 122 94 135 111 11 40 122 130 29 111 42 144 136 27 26 147 9 103 95 141 114 100 94 52
split_gain=14.4924 9.16879 8.5997 7.2755 12.1883 11.1942 11.2991 8.74129 9.41333 11.1793 11.3393 7.93207 7.16923 8.77239 12.4717 8.36904 7.50177 6.4904 7.41557 6.42602 6.34977 6.89129 8.61512 10.4252 9.06899 7.25417 7.16575 9.63381 7.18729 6.97964
threshold=2.5550000000000002 3.586974789915967 1.7850000000000004 -0.28791666666666654 1.3540000000000003 2.9500000000000006 0.75750000000000017 17.550000000000004 0.58900000000000008 9.6500000000000004 1.2071428571428573 2.2150000000000003 1.3550000000000002 1.6835000000000002 5.8452380952380958 7.9500000000000011 7.4050000000000011 -0.0025499999999999997 6.2500000000000009 0.39387500000000003 0.39050000000000007 0.41302710676091753 1.3785714285714288 0.45050000000000007 7.4999999999999991 -1.3379999999999999 1.8540000000000003 1.1000000000000003 13.050000000000002 2.3350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 19 6 -6 12 9 10 -9 -11 16 15 -15 -14 -5 -10 -19 -1 -2 22 24 -24 26 -23 28 -28 -22 -30
right_child=20 -3 -4 7 5 -7 -8 8 17 11 -12 -13 13 14 -16 -17 -18 18 -20 -21 21 25 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0091691401029507236 -0.0052357634862400058 0.0042924360293157557 0.0044830342683472909 -0.0008634560741312817 0.0074313963306133178 0.0080970814620040625 -0.0060043281583223021 0.0053326918776775145 0.014012539153518707 0.0017206848090212496 0.00058807899697976558 -0.0008806633716358554 0.0041091095761262081 -0.00072048251882208289 0.0048011512854637109 -0.00051071940484809827 -0.0082873760822067474 -0.00096398358348532079 0.0059479070248468491 0.0011572310176356923 -0.0065166698734757424 -0.0072762140716008039 0.0081611955443089326 0.00034235189550303405 0.00538450648652101 -0.0013002210547167095 -0.0025607147355505579 0.012181089496408859 0.00072317082498616952 -0.0064073885334462394
leaf_weight=7.0603785514831534 42.002592131495476 69.329482525587082 55.937662839889526 468.55920533835888 6.9626666605472556 7.3518530875444403 98.426600724458694 110.7605252712965 8.4587742239236814 210.2084426432848 129.40292656421661 359.06030625104904 125.57956865429878 467.67586621642113 51.305322572588921 62.950900450348854 16.404887363314629 23.897423803806305 48.489003747701645 134.61609596014023 42.218244984745979 25.0679761916399 31.242703765630722 58.70404939353466 21.683169737458229 532.79237368702888 9.4980509132146853 8.9458844810724241 61.350758701562881 20.120150074362755
leaf_count=31 210 280 225 2107 30 31 428 477 36 894 555 1563 544 2010 219 274 70 102 206 587 217 124 153 286 104 2578 47 43 310 95
internal_value=4.56171e-05 0.000462964 0.000347638 0.000244173 -0.0014452 -0.00406888 -0.00501712 0.000455575 0.00125481 0.000892891 0.00281993 6.14802e-05 -0.000132316 0.00054098 -0.000154409 0.00251088 -0.00113622 0.00474859 0.00352109 0.000568562 -0.001146 -0.000921426 0.000501637 0.00317485 -0.000902099 -0.00158757 -0.00193498 0.00402064 -0.00290788 -0.000909013
internal_weight=3316.06 2462.44 2393.11 2337.17 254.418 112.741 105.389 2082.75 890.277 809.432 240.163 569.269 1192.48 707.512 518.981 188.53 484.964 80.8452 72.3864 141.676 853.626 811.623 253.763 89.9468 163.816 557.86 142.133 18.4439 123.689 81.4709
internal_count=14836 10669 10389 10164 1107 489 458 9057 3833 3489 1032 2457 5224 3047 2229 818 2177 344 308 618 4167 3957 1255 439 816 2702 712 90 622 405
is_linear=0
shrinkage=0.0106442


Tree=149
num_leaves=31
num_cat=0
split_feature=49 50 144 26 84 35 26 147 38 37 31 99 137 145 141 145 119 137 111 111 135 46 1 111 112 49 102 147 103 9
split_gain=13.0923 9.32371 7.99971 7.70852 7.2081 8.67697 8.64538 10.3697 14.5097 8.21043 12.0135 9.30471 8.55753 8.41507 8.127 8.44013 8.05307 8.70893 7.93108 14.6265 10.5705 9.55216 7.60697 7.20522 7.15191 6.75174 6.68475 6.57477 6.46786 6.37907
threshold=3.7950000000000004 1.7850000000000004 1.0000000180025095e-35 0.45527777777777784 0.032828947368421062 3.3950000000000005 0.57133928571428594 0.43873633682589819 0.16216618003690461 0.51621592378043657 0.07454747538901231 0.46862745098039221 7.8500000000000005 0.78715000000000013 -0.47849999999999993 0.14395000000000002 1.5500000000000003 14.050000000000002 6.8500000000000005 9.1500000000000004 0.58900000000000008 2.4650000000000003 1444.9076111516067 6.2500000000000009 0.68150000000000011 3.5650000000000004 0.20250000000000004 0.45136847331266761 1.3555000000000004 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 2 2
left_child=1 4 3 -2 5 9 18 8 -8 11 -11 12 22 -14 24 -16 25 -18 21 -20 -21 27 -1 -23 -13 -12 -4 -7 -9 -5
right_child=2 -3 26 29 -6 6 7 28 -10 10 16 14 13 -15 15 -17 17 -19 19 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0053422446784816046 -0.0039068797159463311 0.0044910545504736046 0.00010588278143382836 -0.0004283041750423882 -0.001463044241619014 0.006791598696502474 -0.012321014038108185 0.008160169938580571 0.0027279125173114058 0.0086994392303514946 -0.0053200178386755732 -0.00099746581153916541 0.0063819710729868077 -0.0012114890722380652 -0.0073241900828419056 0.00049697264163965789 0.0041848074580891756 -0.0077096108186296905 0.0060830449012531903 0.00011627176815689473 0.0065749880616586707 -0.0010610884653595679 -0.001226645231652355 -0.0090790253790695892 -0.0069464705798425487 0.0036510871565263499 -0.0068439052069694598 0.0001260829363902201 0 0.0065189909802057444
leaf_weight=25.902238130569458 72.538000196218491 58.173664793372154 17.520163044333458 147.32036957144737 273.13317114114761 28.404013305902481 8.4774387031793577 56.369928732514381 48.73557884991169 9.9724793136119825 106.7912579625845 399.67101414501667 72.744874894618988 18.572922959923744 15.74208828806877 1027.1005199849606 27.706239655613899 9.0265455693006498 73.340354025363922 300.24924798309803 32.212141290307045 217.91446387767792 84.884992688894272 14.063423737883566 25.198574215173721 9.0132106393575651 57.724806353449821 49.216408163309097 11.47200897336006 16.539193600416183
leaf_count=116 375 234 91 746 1190 120 35 236 204 46 492 1815 320 82 71 4623 125 41 308 1270 134 931 379 60 113 43 303 202 48 83
internal_value=4.51895e-05 0.000263712 -0.00202759 -0.00100964 0.000176672 0.000348161 0.00124422 0.00384786 0.00031467 -5.71206e-05 -0.00234527 0.000159283 0.00230333 0.00472265 -0.000128805 0.000368848 -0.00313613 0.000976284 0.000774431 0.00175904 0.000773616 -0.000482245 0.000214464 -0.0015924 -0.00137499 -0.00453118 -0.00508626 0.0027004 0.00667283 0.000208889
internal_weight=3315.73 3004.09 311.643 236.398 2945.92 2672.78 840.455 125.055 57.213 1832.33 162.51 1669.82 202.105 91.3178 1467.71 1042.84 152.537 36.7328 715.4 405.802 332.461 309.598 110.787 231.978 424.87 115.804 75.245 77.6204 67.8419 163.86
internal_count=14836 13238 1598 1204 13004 11814 3548 523 239 8266 747 7519 897 402 6622 4694 701 166 3025 1712 1404 1313 495 991 1928 535 394 322 284 829
is_linear=0
shrinkage=0.0106442


Tree=150
num_leaves=31
num_cat=0
split_feature=35 86 86 86 47 42 40 116 40 141 122 80 34 127 145 138 9 12 85 37 102 130 135 12 98 133 104 86 107 109
split_gain=14.7514 13.1212 12.3422 12.614 12.1712 9.35032 9.7975 10.2085 12.4323 9.3463 10.2092 9.07822 8.82355 12.6322 9.94207 8.84307 8.54767 8.51486 7.95064 8.41918 11.5779 8.67134 7.973 8.14545 7.77998 9.61976 9.54841 9.32708 7.72341 9.74412
threshold=3.3650000000000007 2.7409677419354845 1.0000000180025095e-35 2.0425438596491232 1.1050000000000002 4.5950000000000006 3.6850000000000005 -0.41649999999999993 4.1550000000000011 -0.33899999999999991 1.1940000000000002 0.08149201090889617 2.9550000000000005 0.95000000000000007 0.24675000000000002 2.5000000000000004 2.1083333333333338 0.77500000000000013 -0.088699186991869891 0.29516412691133403 0.10250000000000002 1.1835000000000002 -0.17649999999999996 0.36666666666666675 0.65108695652173931 1.7890000000000004 0.52550000000000019 2.6698717948717952 0.68150000000000011 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 2 2 2 2 2
left_child=1 2 5 -4 16 6 12 8 -8 10 -9 -5 15 -14 -15 -1 -2 -17 -3 20 -20 22 23 -21 25 26 -13 -26 29 -23
right_child=4 18 3 11 -6 -7 7 9 -10 -11 -12 24 13 14 -16 17 -18 -19 19 21 -22 28 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0024127200630012962 0.0028500408404796285 -0.00070258542281199823 -0.0061082043343594584 -0.0032001222300519221 0.00072653190550763154 -0.0036263316281872574 -0.0040637236882763474 -0.0048078562575035151 0.0079371099324314874 -0.00799490658411443 0.010581802010818367 0 -0.0053653933102666748 0.016915310919858845 0.0024744431857972003 0.0001974459466858024 0.012286150061085164 0.0066100587217060355 0.006208214864567194 0.018200382337116384 -0.0073322513818053527 0.0016736920831568038 0.0035872751853759425 0.0022469009207751588 -0.0027430587938950877 -0.0050757201248548284 0.0084592661255765873 0.0092464166106868001 -0.00039548529129767923 0.010246875428929651
leaf_weight=149.50997188687325 43.048643782734871 167.1136494576931 87.91196471452713 184.27288103103638 991.90376414358616 94.490668430924416 21.428655028343201 14.65233911573887 17.41798347234726 51.296253949403763 7.3052467405796042 30.319940149784088 7.957575559616088 11.424688577651979 14.146812245249746 901.58484525978565 17.02290578186512 24.287005603313446 9.8685436397790927 11.263774141669275 22.014608144760132 66.366001218557358 50.225159287452698 7.8065794110298148 95.263535246253014 13.548661991953848 33.418084353208542 7.658579394221305 97.510340005159378 21.273654863238335
leaf_count=695 175 730 442 858 4197 462 101 72 83 246 34 146 36 50 63 4109 69 113 44 48 98 286 219 34 472 65 159 35 419 90
internal_value=-1.45986e-05 -0.00050949 -0.000927025 -0.00244816 0.00102043 -0.000395938 -0.000137353 -0.00314079 0.00104709 -0.00550486 0 -0.00153658 0.000156804 0.00553437 0.00933657 -1.10467e-06 0.00569869 0.000376991 0.00109527 0.00218122 -0.00281208 0.00284814 0.00611442 0.0122199 0.000106247 0.00271257 0.00453273 -0.00174896 0.001569 0.00387447
internal_weight=3273.31 2221.34 1767.9 452.394 1051.98 1315.5 1221.01 112.1 38.8466 73.2538 21.9576 364.482 1108.91 33.5291 25.5715 1075.38 60.0715 925.872 453.442 286.329 31.8832 254.446 69.2955 19.0704 180.209 77.2867 63.738 102.922 185.15 87.6397
internal_count=14650 10209 8241 2177 4441 6064 5602 536 184 352 106 1735 5066 149 113 4917 244 4222 1968 1238 142 1096 301 82 877 370 305 507 795 376
is_linear=0
shrinkage=0.0106442


Tree=151
num_leaves=31
num_cat=0
split_feature=35 86 86 86 26 47 149 28 6 5 98 29 91 148 127 126 29 102 30 91 27 86 29 101 6 10 133 127 29 86
split_gain=14.4409 12.8538 12.1004 12.4008 11.9249 11.9161 11.1376 10.1376 9.2631 8.87631 8.5071 12.7894 10.5607 10.3631 10.2651 8.49602 8.56415 11.7421 8.03784 7.95891 7.66309 7.38645 9.43141 6.74169 6.65245 9.8546 12.2938 9.06555 11.2028 10.1415
threshold=3.3650000000000007 2.7409677419354845 1.0000000180025095e-35 2.0425438596491232 0.39050000000000007 1.1050000000000002 0.59548780782927435 5.0500000000000007 1499.4366462552659 1485.834354891839 0.66025641025641035 4.8452380952380958 -0.15041666666666662 0.26394872426102101 1.1835000000000002 0.47200000000000003 3.7071428571428577 1.0005000000000002 0.12681311751103638 -0.14749999999999994 0.66050000000000009 2.3937969924812035 4.8660714285714297 2.7100000000000004 1499.9272776691648 0.79285714285714304 2.5280000000000005 1.1180000000000001 5.1833333333333345 3.3717607973421928
decision_type=2 2 2 2 2 2 2 2 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 -4 -1 -2 15 8 -8 -10 11 13 14 -5 -12 -6 17 -17 -15 -18 -7 22 -14 24 25 -3 -27 29 -29 -26
right_child=5 23 3 10 6 20 7 -9 9 -11 12 -13 21 18 -16 16 19 -19 -20 -21 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.0056485286962407498 0.0056381114920588523 0.0038716894413804263 -0.0060595848254858522 -0.00081699413520258017 0.0088128841103706328 0.00085991752317364002 0.00741365290376092 -0.0021576494785418131 -0.0050550005472972653 0.0033452551520372995 0.0065264679874410944 -0.0046574481375770051 -0.0097365303498094039 0.011396972772592438 -0.0021804462757213875 -0.0032940575268926436 -0.0047081935742900732 0.00086489727807524599 0.0022821062356842702 0.00023650700610191786 -0.0058522222983759644 -0.0021158364658927739 -0.00031794260173268721 -0.0047650450549192912 -0.0010464051313280813 -0.0024076607540820449 0.0088906310618191691 0.002589658930160616 0.010500631079338216 0.0063525686977976194
leaf_weight=47.27525806427002 60.090303778648376 53.757455229759216 87.675338417291641 52.546099752187729 10.617174610495566 972.74069204926491 50.448721081018448 40.881330579519272 17.641441091895103 63.751908868551254 22.010055720806122 39.913103356957436 47.680855244398117 19.032124623656273 49.355876341462135 252.74836315214634 38.951167583465576 105.47871375083923 35.324619516730309 687.45669366419315 19.309908658266068 79.12333633005619 19.274872273206711 20.513899073004723 94.125465735793114 136.05176621675491 11.57478618621826 80.84098944067955 30.006137892603874 26.668110013008118
leaf_count=227 244 235 442 247 51 4115 221 176 78 275 106 184 238 90 236 1204 178 488 167 3166 82 374 93 87 418 594 49 347 128 110
internal_value=-1.42715e-05 -0.0005041 -0.000917576 -0.0024247 -0.000391732 0.00100962 -0.000187462 0.00231236 0.00377799 0.00139565 -0.001521 0.000396467 -0.0028639 0.00238154 0.000357841 -0.000591268 -0.000692997 -0.00204018 0.00566656 -1.41916e-05 0.000718692 -0.00450969 -0.00718186 0.00108385 0.00138516 0 -0.00145073 0.00261545 0.0048258 0.000500235
internal_weight=3272.87 2220.73 1767.19 451.936 1315.25 1052.14 1267.98 172.723 131.842 81.3933 364.261 146.816 217.445 106.903 71.3659 1095.25 1084.63 358.227 54.3567 726.408 992.051 146.079 66.9557 453.539 433.025 201.384 147.627 231.641 110.847 120.794
internal_count=14650 10209 8241 2177 6064 4441 5837 750 574 353 1735 688 1047 504 342 5087 5036 1692 257 3344 4197 705 331 1968 1881 878 643 1003 475 528
is_linear=0
shrinkage=0.0106442


Tree=152
num_leaves=31
num_cat=0
split_feature=35 86 89 47 26 149 86 98 29 91 38 28 110 148 30 123 77 127 90 29 102 79 133 131 86 3 119 145 28 110
split_gain=14.1365 12.613 15.7279 11.6582 11.4925 10.8278 10.421 12.6875 11.8036 11.1693 9.96317 10.6592 10.1835 9.24141 12.5853 8.89655 8.35311 8.32444 8.71416 8.20199 11.1991 7.83474 7.97309 9.17107 7.61287 7.89026 10.1784 7.86244 9.66093 8.50138
threshold=3.3650000000000007 2.6461100569259965 1.0000000180025095e-35 1.1050000000000002 0.39050000000000007 0.59548780782927435 2.0425438596491232 0.66025641025641035 4.8819444444444455 -0.16374999999999992 0.24781020933942924 5.0500000000000007 17.250000000000004 0.26394872426102101 0.12681311751103638 2.2330000000000001 2.1083333333333338 1.1835000000000002 -0.10041666666666664 3.7071428571428577 1.0535000000000003 2.7351872518232079 1.4145000000000001 0.70700000000000007 3.2559523809523814 1503.4657274102235 1.6335000000000004 0.61310000000000009 3.5857142857142863 5.2500000000000009
decision_type=2 2 2 2 2 2 2 2 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 16 -1 15 -4 8 13 17 -7 12 -12 -8 -15 19 -2 18 -9 20 -6 22 -3 -24 -23 26 -26 28 -27 -29
right_child=3 21 6 -5 5 10 7 9 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 24 23 -25 25 27 -28 29 -30 -31
leaf_value=-0.0055568293076398859 0.0027584243058411586 0.00080043382693405359 -0.0060966772939296844 0.00071082427208979599 -0.0031396868141921413 -0.0078756004642437233 -0.00072983006959070201 -0.00061655516946232348 -0.0045920048943769408 -0.0054147485262034077 0.006585725669841969 -0.0017042414949687199 0 0.013349526407365263 0.0015732339642860586 0.0071095249413663103 0.012083067431469405 -0.0024841500732379375 0.013240239940106721 -3.4970314044240624e-05 0.0010958658749040894 -0.00094095622653415228 -0.0020055231632440523 0.0079262641190366162 0.0087717883735147738 -0.012176208989665255 0 0.0094388585498428549 0 -0.0034429064244148036
leaf_weight=46.957287430763245 43.068090081214905 88.242164134979248 88.263427704572678 992.19464454054832 265.98092918097973 9.7548121213912946 39.618401408195496 8.1360626369714755 32.593643799424171 124.26838375627995 84.729243636131287 38.997883796691895 39.352081909775734 17.363716766238213 31.32840171456337 16.558287516236305 17.04008537530899 37.754450500011444 9.6724741011857969 719.86113940179348 91.980300337076187 249.72456739842892 11.311851158738135 50.769726008176804 34.804905951023102 10.94800625741482 28.60759761929512 13.8961079120636 20.161646634340286 8.4554713666439039
leaf_count=226 175 398 446 4197 1270 41 188 40 152 607 369 168 172 82 149 73 69 183 46 3316 425 1098 51 226 144 46 118 57 83 35
internal_value=-1.41394e-05 -0.000498952 -0.000944048 0.000998722 -0.000378309 -0.000178136 -0.00282833 -0.00183421 0.000760991 -0.00363737 0.0022856 0.00295774 0.00450753 0.00285549 0.00598817 -0.000576818 0.00557643 0.000148965 0.0063204 -0.000704636 -0.00202202 0.000947266 0.00299593 0.00594759 7.85873e-05 0.00234683 0.0049037 -0.000489722 -0.00412197 0.00409633
internal_weight=3272.4 2220.09 1703.17 1052.3 1314.17 1267.21 388.999 300.736 120.904 179.831 172.834 163.079 124.081 88.3105 48.6921 1094.38 60.1082 55.563 17.8085 1077.82 357.961 516.922 150.324 62.0816 366.598 116.874 63.4125 53.4612 31.1097 22.3516
internal_count=14650 10209 7953 4441 6060 5834 1893 1447 571 876 750 709 541 419 231 5084 244 269 86 5011 1695 2256 675 277 1581 483 262 221 129 92
is_linear=0
shrinkage=0.0106442


Tree=153
num_leaves=31
num_cat=0
split_feature=86 53 138 9 4 94 129 108 105 145 14 6 93 53 7 55 148 7 113 118 9 53 94 110 9 46 30 5 26 30
split_gain=16.1189 11.8595 11.7073 8.28224 7.87273 8.15959 7.46358 8.98299 7.45948 9.36745 9.76257 7.45095 9.23286 7.35321 7.34784 7.26165 7.22765 7.01231 8.7139 10.4978 7.30306 8.78996 9.40748 8.93561 7.46453 6.84392 6.77957 8.38004 6.71687 6.73383
threshold=3.0550505050505055 2.5550000000000002 6.5000000000000009 0.51666666666666672 1534.3227843928578 11.400000000000002 0.77500000000000013 5.5000000000000009 0.77650000000000008 0.42455000000000004 0.77500000000000013 1475.0088612759057 20.550000000000004 1.9450000000000001 33.104396552584838 1.7250000000000003 0.19779146634615383 -43.956519682068226 0.59050000000000014 1.1000000000000003 1.9666666666666668 1.7450000000000003 20.550000000000004 16.050000000000004 1.9309523809523812 4.3250000000000011 0.099054500044599064 1490.3638655181283 0.37683333333333335 0.10383484440088211
decision_type=2 2 2 2 2 2 2 2 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 -2 11 -6 7 17 26 -10 -11 -5 15 -9 28 -13 -8 18 19 -1 24 22 -22 -23 -19 -7 -4 -28 -3 -30
right_child=2 14 8 4 5 25 16 13 9 10 -12 12 -14 -15 -16 -17 -18 20 -20 -21 21 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0092848362470207037 0.010053084855520611 -0.0070399813371671283 0.011551431176731731 0.0068004999195895215 0.0098297586118433096 -0.001865808306879743 0.0046385416802989504 0 -0.0048327815331712506 -0.0051267195840010845 0.0086242862559179224 -0.0080108441516066348 0.00067473702348712318 0.011852748085658227 -0.006661976131301468 0.0022673247484400077 -0.0053242678799205832 0.00015528929302985721 -0.00042905353466527753 0 -8.0306217103779317e-06 -0.0034348468787546928 0.0089866495661646163 0.0011534674887931484 0.0045922128915609284 0.0081955073844324974 -0.0013478156936831351 0.0051305917766087551 -0.002825193423433178 -0.00043477216099634732
leaf_weight=34.668522104620934 8.5336529761552793 22.328571707010269 16.710360586643219 7.7620198726654044 12.562789648771284 37.741796314716339 8.7767762094736081 13.333044499158861 23.360635176301003 7.3965808004140881 19.191224783658981 46.447791934013367 30.367526262998581 13.578977376222609 30.079797610640526 7.5601940751075736 49.704509228467941 1511.4267624914646 46.421722784638405 23.392088860273361 85.312958434224129 209.73623098433018 15.113346770405768 58.400657147169113 44.539747387170792 9.5885084271430951 24.945875406265259 119.40867383778095 180.25537946820259 575.02837216854095
leaf_count=150 36 114 70 32 52 160 38 55 98 31 79 196 125 58 150 33 222 6603 198 99 377 914 65 250 194 39 105 494 903 2804
internal_value=-5.51392e-05 -0.000323771 0.00202915 -7.32664e-05 -0.000710686 0.00219813 9.06828e-05 0.000202181 0.00367865 0 0.0044042 -0.00271541 -0.00371517 0.00631892 -0.00142173 -0.0063778 -0.00364965 0.00011588 0.00280246 0.00556689 -2.45221e-05 -0.00137676 0.00124112 -0.00239637 0.00028904 0 0.00479337 0.00393837 -0.00120554 -0.00101916
internal_weight=3293.68 2922.1 371.578 160.564 152.031 59.8931 2114.41 2055.92 211.013 49.9484 26.5878 92.1375 84.3755 26.912 807.692 54.008 58.4813 2029.01 104.482 58.0606 1924.53 368.563 100.426 268.137 1555.97 47.3303 161.065 144.355 777.612 755.284
internal_count=14744 13194 1550 673 637 251 9223 8963 877 208 110 386 354 113 3971 229 260 8850 447 249 8403 1606 442 1164 6797 199 669 599 3821 3707
is_linear=0
shrinkage=0.0106442


Tree=154
num_leaves=31
num_cat=0
split_feature=86 111 35 123 26 141 86 5 35 102 105 105 139 94 11 134 102 28 98 144 147 103 52 103 150 110 136 54 145 119
split_gain=15.7874 14.2842 11.7268 10.545 13.296 10.1828 10.9944 10.2388 9.55236 8.70738 8.51524 9.24118 9.77177 10.7514 9.06059 8.34776 8.34225 7.96942 7.96201 7.91188 7.75218 7.24873 8.9472 11.0837 7.04089 6.98065 6.82974 6.74795 6.57006 14.0031
threshold=3.0550505050505055 3.9500000000000006 3.3650000000000007 0.87850000000000017 0.45183333333333336 0.053500000000000013 3.8090909090909095 1490.1569235935483 3.3250000000000006 2.2600000000000002 1.9025000000000001 1.2885000000000002 1.0000000180025095e-35 17.550000000000004 2.1083333333333338 0.38900000000000007 1.4865000000000002 5.5857142857142863 0.46862745098039221 -0.016349999999999996 0.47199397614381194 0.9235000000000001 2.6850000000000005 0.59150000000000003 0.51736867541544307 10.850000000000003 20.150000000000002 1.3450000000000004 0.69175000000000009 1.5500000000000003
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 2 2
left_child=2 -2 3 4 -1 6 -3 -7 19 15 11 12 13 14 24 16 -9 -14 -16 -5 27 22 -10 -24 -4 -17 -6 -15 29 -19
right_child=1 5 10 8 26 7 -8 9 21 -11 -12 -13 17 20 18 25 -18 28 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0086156426587100394 0.0042852372394282107 -0.0037185037265368929 0.0014488422630896062 0.011293449733224345 -0.0023789581374465646 -0.0047239668658728131 0.0081215106154671323 0.0035630918209789857 -0.0084166187507477459 -0.005581043806804852 0.010041307142120051 -0.0035721942742693597 -0.002790891828314089 0.00059713539043355023 -0.0051770573877879178 -0.0066051031465568675 0.012261178131486467 0.00010518647995810387 0.0045665364024434383 -0.00039419164413924629 -0.0017855807624593972 -0.0081081033280891845 -0.0020869675758675588 0.013625450832445792 -0.0016848194576741271 0.0066413458257942731 0.0047085257695724534 0.005004657523107644 -0.0046203738278403289 0.016365199205123217
leaf_weight=39.888739094138145 169.72291043400764 85.808935329318047 132.91830834746361 6.5336821079254142 162.61881598830223 17.934773698449135 9.4508339911699277 38.65475632250309 11.342386886477472 8.8280742019414884 10.996424302458761 56.787826374173164 126.66629227995872 59.514749497175217 9.8172816038131696 10.969135254621508 22.95900371670723 22.633933320641521 79.773232653737068 1721.0406659841537 28.684760347008705 32.519400551915169 12.778694018721582 7.6509062796831122 202.96935564279556 7.3056592643260947 16.149289146065712 161.75638395547867 9.6792467385530454 8.89700038731098
leaf_count=203 707 362 579 29 781 76 38 161 52 36 46 239 540 259 41 46 94 95 334 7965 122 141 55 33 857 30 75 670 41 37
internal_value=-5.44009e-05 0.00200812 -0.000320348 -0.000776746 -0.00299323 4.20514e-05 -0.0024337 0.00235174 -0.000500418 0.00390042 0.000675273 0.000549192 0.000839165 0.00141824 0.000360961 0.00507951 0.00697454 -0.00142819 0.00338172 -0.000343915 0.00317598 -0.00454259 -0.000562955 0.00328376 -0.000413521 -0.00073546 -0.00168001 0.0038666 0.0025057 0.005026
internal_weight=3293.25 371.634 2921.62 2010.52 218.657 201.911 95.2598 106.651 1791.87 88.7166 911.095 900.098 843.311 675.434 425.478 79.8886 61.6138 167.876 89.5905 1727.57 249.956 64.2914 31.772 20.4296 335.888 18.2748 178.768 221.271 41.2102 31.5309
internal_count=14744 1550 13194 9334 1059 843 400 443 8275 367 3860 3814 3575 2862 1811 331 255 713 375 7994 1051 281 140 88 1436 76 856 929 173 132
is_linear=0
shrinkage=0.0106442


Tree=155
num_leaves=31
num_cat=0
split_feature=49 28 28 79 143 17 44 104 40 27 100 8 30 1 133 121 47 80 27 85 143 9 126 3 49 47 1 44 104 96
split_gain=14.4954 7.89501 11.2009 11.2413 9.63342 9.71174 9.30529 8.1277 7.77673 13.3402 13.6737 7.64985 9.80958 7.60651 7.39041 7.42644 8.42587 7.23569 8.08386 8.16093 7.8283 7.37253 7.10244 11.2945 8.68153 11.9767 10.3228 9.90487 7.36556 7.16926
threshold=3.2250000000000005 5.8944444444444457 5.1339285714285721 2.7620286953620292 0.6715000000000001 1.0000000180025095e-35 8.4250000000000025 0.59150000000000003 2.0550000000000002 0.57050000000000012 2.1000000000000005 0.27619047619047621 0.05581516095534781 1500.002259146692 0.95000000000000007 1.3875000000000002 1.5350000000000004 0.058849200390419652 0.56118055555555568 0.010633520449077701 -0.13549999999999998 1.1083333333333336 1.8660000000000003 1442.3702221573792 3.8250000000000006 1.9450000000000001 1607.6245206966712 6.5650000000000004 0.25050000000000006 2.5000000000000004
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 2 2
left_child=1 2 -1 14 5 -3 8 13 -5 10 -10 12 -2 -6 -4 -16 -17 -13 22 20 -20 -22 24 -24 25 28 -27 29 -19 -26
right_child=11 4 3 6 7 -7 -8 -9 9 -11 -12 17 -14 -15 15 16 -18 18 19 -21 21 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.00041375377054481003 -0.0068099859499578756 0.0009736497346296975 -0.0049582811276869861 -0.0032042699605835633 -0.0046523664365598445 0.0052488072809861652 -0.0056193288533982599 -0.006024488614659233 0.00089012748827024769 -0.007046942868308502 0.015073353845372084 -0.0042205134596666107 0.0071362497637620474 0.008659270098009977 0 0.011014968614519966 0.00012280887737978302 0.0012742406320908125 -0.0038963435309238878 0.01216406140589805 0.010466959247143599 0.00018355235213172042 0.002565773003103961 -0.010221543103607377 -0.0044724995166467562 0.0016148323602668078 0.014277632110591054 -0.011665094974297439 -0.003872489962146564 -0.00013152751247259189
leaf_weight=1925.5408347547054 6.8259832262992886 159.53701639175415 19.832868590950966 87.956131905317307 7.5784284770488766 104.91203200817108 94.515080615878105 29.091543182730675 30.679018318653107 13.576993033289908 11.196525871753691 109.25801993906498 23.696304127573967 11.136431470513342 71.827034682035446 18.471828490495682 17.835761249065399 44.781225338578224 24.464048147201538 8.2102902978658658 12.562249913811682 27.310765504837036 9.6693512350320798 25.205919772386551 84.985590383410454 102.26479849219322 8.2513497620820981 14.250339761376379 89.335891991853714 98.060013920068741
leaf_count=8434 35 672 89 367 33 442 409 124 132 57 47 535 118 47 313 79 81 216 123 40 62 133 47 125 447 494 39 72 429 503
internal_value=-5.38402e-05 0.000306176 8.50049e-05 -0.00161639 0.0018956 0.00270936 -0.00299485 -0.00238642 -0.00119199 0.00181058 0.00493295 -0.00142928 0.00367356 0.00270818 0.000864505 0.00202949 0.00595329 -0.0016817 -0.00115766 0.0020889 0.000640085 0.00368655 -0.00167364 -0.00637534 -0.00127886 1.86094e-05 0.0026552 -0.00294082 -0.00207578 -0.0022043
internal_weight=3292.82 2603.69 2291.43 365.891 312.255 264.449 237.924 47.8064 143.409 55.4525 41.8755 689.132 30.5223 18.7149 127.967 108.135 36.3076 658.61 549.352 72.5474 64.3371 39.873 476.804 34.8753 441.929 244.633 110.516 197.296 134.117 183.046
internal_count=14744 11326 10008 1574 1318 1114 1012 204 603 236 179 3418 153 80 562 473 160 3265 2730 358 318 195 2372 172 2200 1178 533 1022 645 950
is_linear=0
shrinkage=0.0106442


Tree=156
num_leaves=31
num_cat=0
split_feature=35 145 3 145 46 114 35 99 134 2 46 80 102 132 130 34 7 99 6 134 7 49 0 3 112 135 52 1 38 30
split_gain=13.0573 7.53305 13.2032 9.7268 10.9979 9.38601 9.72818 8.52995 10.5267 10.5866 11.6173 8.39579 9.69368 8.37767 8.37425 8.32011 8.01515 9.83643 9.25884 7.77289 7.6914 7.45062 7.46944 10.3244 9.80241 10.0761 9.2928 9.85696 9.80746 8.50089
threshold=3.2750000000000004 0.99265000000000014 1493.6616661351266 0.78715000000000013 2.1950000000000007 2.4500000000000006 3.2350000000000008 0.53589743589743599 0.63650000000000018 44.564274927514369 4.4150000000000009 0.057032289462169657 1.6315000000000002 0.88200000000000012 1.3875000000000002 2.1650000000000005 -8.6082425138782792 0.77525252525252542 1483.8480038211499 0.23100000000000004 -16.60301576743586 1.5150000000000003 1581.844279225385 1546.9327674676458 0.77250000000000008 0.23100000000000004 2.2650000000000001 1728.9897773872228 0.25369914902199947 0.094467108618052006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 7 20 11 9 10 -9 12 15 -10 -15 -1 -6 18 -18 -11 -7 -2 23 24 25 -23 -25 28 -28 -27
right_child=21 2 -4 4 16 6 -8 8 13 19 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 22 -24 26 -26 29 27 -29 -30 -31
leaf_value=-0.00030933676405646443 0.0035698036241067436 0.017386037249623187 0 -0.0050383741366037491 -0.0073880350646714863 -0.0015497702747394697 -0.0080262243624495931 -0.00034193567407378146 0.015787013460307239 -0.0014645265654650459 0.0091363253811877539 0.00019584496634510287 0.013433546026826511 -0.0072054305734416992 0.0052714668623560449 0.007385137128662957 0.0079016028193016081 -0.0036412930722404032 1.0591794189252107e-05 -0.0051983083718408294 0.0060604944208828204 -0.00029239819892481816 -0.00039244087979314744 -0.002909281907399283 0.0098403628352746204 0.013293949597460109 0.0064589969543197012 -0.005844924175308905 -0.0043916292181663498 0.0022353675050944561
leaf_weight=38.04401695728302 116.4387591034174 7.3533587455749538 16.20322573184967 99.798894584178925 20.306468918919563 16.908636763691902 7.3164372146129599 789.35843786597252 6.7113217264413825 305.8881009221077 14.889571756124495 200.72566717863083 11.971930682659147 7.5121730715036383 25.277343884110451 24.728388577699661 18.836900606751442 77.783504620194435 185.8959531635046 85.167614728212357 65.50102736055851 433.21370805799961 424.44198155403137 18.444854781031609 13.070931807160376 9.0543568134307844 118.11498889327049 8.2458484470844251 9.0803094953298551 116.81209342181683
leaf_count=167 484 34 74 470 94 77 32 3670 31 1423 62 931 51 35 114 109 87 366 857 398 294 1847 1792 78 55 39 504 35 39 495
internal_value=0.000131277 -0.000395034 0.00555464 -0.000470258 -0.00195039 -9.12416e-05 0.00324383 -0.000296327 -0.000679873 -0.000865952 -0.000153412 0.00138485 0.00443752 0.00468527 0.00209298 0.00255465 -0.000898064 -0.000394444 0.000787871 -0.00230453 0.00437172 0.000981287 0.000710186 0.00136923 0.000688508 0.000455776 0.003832 0.00482753 0.00560189 0.00311424
internal_weight=3293.1 2026.18 23.5566 2002.62 402.622 1600 89.7261 1510.27 1234.8 1195.3 804.248 275.47 74.7443 39.5008 32.7895 62.7724 302.823 282.516 204.733 391.056 82.4097 1266.92 1150.48 726.037 572.151 559.08 153.886 135.441 127.195 125.866
internal_count=14744 9376 108 9268 1874 7394 403 6991 5733 5553 3732 1258 327 180 149 276 1404 1310 944 1821 371 5368 4884 3092 2436 2381 656 578 543 534
is_linear=0
shrinkage=0.0106442


Tree=157
num_leaves=31
num_cat=0
split_feature=86 120 135 37 90 50 136 93 27 27 7 19 149 50 1 47 92 92 48 50 38 137 9 53 98 98 104 1 86 148
split_gain=19.7541 12.3269 10.5984 10.1155 9.77251 10.3003 9.90837 11.1567 10.0367 9.35945 9.16984 9.44761 8.53448 16.2037 10.7873 11.0499 10.1621 9.17604 8.56351 8.45416 8.44026 7.82414 7.50107 7.32591 7.85755 9.99974 8.98116 7.27147 9.99106 7.24655
threshold=2.7470930232558142 2.7320000000000007 0.18900000000000003 0.27478828132098526 0.093333333333333254 1.7950000000000002 8.2500000000000018 20.550000000000004 0.50950000000000017 0.54414285714285726 35.023961984083947 2.5000000000000004 0.54513711825032585 1.0850000000000002 1488.1728273254132 1.4150000000000003 -0.070416666666666641 -0.58708333333333307 2.3850000000000002 1.635 0.22639160255105464 6.1500000000000012 3.3452380952380958 2.1550000000000007 0.58578431372549034 0.72474747474747481 0.5675 1411.563775342481 2.886038961038961 0.26335666023166027
decision_type=2 2 2 2 2 2 2 2 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 6 7 22 -9 -3 -4 -12 13 21 18 17 -15 -16 -14 -19 -2 -5 -1 -17 26 -26 -25 -18 -29 -20
right_child=3 9 10 12 -6 -7 -8 8 -10 -11 11 -13 14 16 15 23 27 19 29 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0022809551656386221 0.0023887447752561869 0.0014303660402306365 0.00023812439093065708 -0.0049283496321845905 -0.0034312840259927866 0.0082649280878098023 0.00033013875179610383 0.002126110414932591 -0.0020347913349126122 0.011700948733146919 0.0064364767705530788 -0.0037333400537900613 -0.0019067732044856507 0.0090094737280504208 -0.0047036519431362051 -0.009787740297327166 0.010161868654362317 0.0070346845402851329 0.0072564102965499552 -0.0015282932536795663 -0.0043485735711631347 0.002250835777878987 0.0084195263310769559 0.014475846684292573 -0.0053439275405104498 0.0030405380132338742 0 -0.003451075833199372 0.0044496417054173485 -0.0033519968244898378
leaf_weight=654.5389276444912 32.887458175420761 34.954113334417343 761.25783221423626 26.7134098559618 156.92227765917778 14.456085979938505 609.43781816959381 159.60339313745499 110.19746306538582 16.053220734000206 52.675610423088074 11.485708862543104 142.40443921089172 65.676640585064888 8.9918142408132535 7.8756104260683051 15.56534907221794 94.351799488067627 24.030314907431602 12.913597881793974 52.897370383143425 47.454274848103523 7.1031237840652457 9.3573917299509066 29.081271812319756 35.153638169169426 7.7121555358171454 25.177994668483734 57.096574351191521 8.9249207973480207
leaf_count=3039 136 145 3448 120 732 58 2765 699 484 67 226 49 605 281 37 33 66 388 97 52 234 211 31 40 126 153 33 111 242 36
internal_value=0.000129847 -0.000296712 -0.000404667 0.00171266 -0.000884706 -0.000621028 -0.000711203 -0.00140381 0.000387742 0.00486847 0.00057842 0.00445241 0.00219511 0.00379791 0.00116712 0.002833 0.00567249 0.00499513 -0.000724656 0.00590598 -0.00164337 -0.000193464 -0.00215022 0 0.000963896 -0.000592042 0.00743378 0.00332524 0.0019043 0.00406506
internal_weight=3292.95 2588.69 2537.68 704.266 1712.26 1555.34 1540.88 931.443 269.801 51.0073 825.419 64.1613 618.481 237.684 380.797 205.437 163.517 116.257 175.36 107.265 85.7848 74.1677 661.642 89.1801 81.3045 64.2349 17.0695 97.8399 82.2746 32.9552
internal_count=14744 11743 11531 3001 7808 7076 7018 4253 1183 212 3723 275 2631 1031 1600 862 700 477 738 440 370 331 3070 385 352 279 73 419 353 133
is_linear=0
shrinkage=0.0106442


Tree=158
num_leaves=31
num_cat=0
split_feature=86 120 85 135 37 27 149 46 30 30 26 1 47 8 144 149 150 101 100 1 130 99 37 7 129 11 130 137 44 114
split_gain=19.3223 12.0691 11.0151 10.5118 9.89292 9.12635 8.34595 14.5559 10.9862 11.3851 12.5221 10.5466 10.801 9.61388 9.83687 9.67374 9.13655 12.0453 11.5636 8.65171 8.19619 8.04393 7.94914 7.92472 10.7947 8.27493 9.08297 8.08906 8.25689 7.79921
threshold=2.7470930232558142 2.7320000000000007 -0.24520325203252033 0.18900000000000003 0.27478828132098526 0.54414285714285726 0.54513711825032585 2.5350000000000006 0.21073190789473681 0.17358241505968777 0.56211111111111123 1488.1728273254132 1.4150000000000003 2.378571428571429 0.0031500000000000005 0.60980563244674457 0.62017637310606066 1.1000000000000003 1.9000000000000001 1411.563775342481 2.1180000000000008 0.72474747474747481 0.39989093184421404 35.023961984083947 0.3665000000000001 0.37857142857142861 1.5855000000000004 8.0500000000000025 6.1250000000000009 2.1835000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 29 -2 -3 7 -6 9 10 19 16 13 14 22 -16 17 18 21 -9 -18 -8 -13 25 27 26 -5 -25 -29 -4
right_child=4 5 3 23 6 -7 11 8 -10 -11 -12 12 -14 -15 15 -17 20 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0036547742152450852 -0.0016256307995388545 0.001414865137635295 -0.00096906854066600254 0.010616185162755943 0 0.011556765599209888 0.0024011438758789602 0.016728602226737457 0.011885853368459329 -0.0011899445293732428 0 0.004665349411760924 0 -0.00079926208478049991 0.0067749663440229467 -0.0045182302141577686 0.0090017944488273022 -0.0049019033849049222 0.0082190729512625418 0.0062918984416279293 -0.0022555548837451299 -0.0057333952499037163 0.013239706220794786 0.011152929623027984 -0.0024143275054141523 0.00015394717839219252 0 0.0079334345716188821 -0.0056072102731287337 0.001591034040094798
leaf_weight=113.04704342782497 85.729995533823967 34.960888341069221 1488.6966620534658 18.488944843411446 80.849293991923332 16.080349147319794 27.998378992080688 12.961844831705092 28.112305030226707 30.57410229742527 27.401113420724869 29.648998200893402 89.183958619832993 23.219631165266037 18.976738035678864 14.813357055187224 18.572190627455715 73.777390584349632 19.432515382766724 57.964721754193306 10.052095651626585 25.468647032976151 29.676718562841415 25.871185421943665 16.879539370536804 691.45659460127354 17.452089741826057 11.116485029459001 8.7904890030622465 145.39691951870918
leaf_count=545 370 145 6800 86 358 67 119 55 119 131 117 122 385 95 78 61 76 312 81 251 41 109 121 110 73 3122 78 46 39 632
internal_value=0.000128539 -0.000293395 -0.000400309 -0.000244213 0.00169375 0.0048156 0.00217067 0.00375508 0.00564488 0.00420238 0.00598578 0.00115349 0.00280016 0.00493669 0.00647971 0.00151358 -0.000717186 -0.00184237 0.00111007 0.00834714 0.00468195 -0.00127745 0.00913139 0.000757318 0.00440802 0.000428424 0.00541705 0.00715278 0.0014271 -0.000734857
internal_weight=3292.65 2588.24 2537.2 2424.15 704.414 51.0412 618.684 237.863 157.014 128.902 98.3277 380.821 205.519 116.335 93.1158 33.7901 175.301 146.677 72.8995 70.9266 28.6243 53.467 59.3257 790.055 62.6577 727.398 35.941 45.7782 19.907 1634.09
internal_count=14744 11743 11531 10986 3001 212 2631 1031 673 554 423 1600 862 477 382 139 738 621 309 306 117 228 243 3554 268 3286 164 195 85 7432
is_linear=0
shrinkage=0.0106442


Tree=159
num_leaves=31
num_cat=0
split_feature=86 56 85 93 105 48 84 111 98 145 144 28 138 55 78 134 146 34 105 45 86 44 0 15 111 4 78 8 39 4
split_gain=19.3937 12.4325 11.2133 10.8319 9.19426 8.56322 9.52927 11.0109 7.81998 8.23337 7.67597 7.66981 7.61553 8.96612 8.87392 7.20196 9.51043 7.08126 7.07044 6.98603 6.73036 6.70194 6.53121 6.4827 6.45743 12.4852 9.94711 8.45889 8.12603 7.78213
threshold=2.886038961038961 2.1150000000000007 -0.23091011871113623 20.550000000000004 0.69850000000000001 3.0750000000000006 0.022211538461538404 5.8500000000000005 0.45804195804195807 0.92665000000000008 0.011050000000000003 4.8944444444444457 3.5000000000000004 1.385 1.1083333333333336 0.41100000000000009 0.0063500000000000006 1.4350000000000003 1.4625000000000001 1.0000000180025095e-35 2.5823643410852717 11.775000000000002 1457.0981173235275 0.63333333333333341 4.0500000000000007 1585.6079971744377 1.0333333333333337 0.59166666666666679 0.51644705678886116 1610.1915836302908
decision_type=2 2 2 2 2 2 2 2 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 24 20 6 15 17 -3 18 22 -6 14 -14 -9 16 -4 23 21 -17 -1 -10 -5 -8 28 27 29 -26 -2 -27
right_child=3 8 5 10 11 -7 7 12 9 -11 -12 -13 13 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0071813360454461546 0.0029725122136616262 -0.0029715888120856221 2.98991696586653e-05 -0.00016292387863486152 0.0033133585306381907 0.0066011743135386833 -0.0065713826543231935 0.011757057643266554 0.0040614848870090658 -0.0050753204008393915 -0.0013631281776250849 -0.007447766616169884 0.007198794342294838 -0.0031638886216160656 0 0.00072364727052999533 0.0090302192507599119 -0.0069259155952835216 -0.0033992685465145129 -0.0032930446398673451 -0.00022395469217767485 -0.0037229977167641784 0.0062548635067413956 0.00039850753194302818 0.0058745946797157918 0.0087453955380795232 0.011952883162666152 -0.0025425067238694734 -0.0045454127060737259 -0.0054706695105185572
leaf_weight=65.821346119046211 190.67615127563477 31.11017695069313 1828.1593061536551 17.525100409984589 30.935085907578468 20.147674709558487 21.290317326784134 12.104146227240564 206.48197716474533 14.069653421640394 19.884847089648247 9.714788004755972 10.597156599164007 66.181636989116669 17.975922808051109 68.313281714916229 13.425212547183035 66.488909602165222 16.200717315077782 145.40954335033894 24.896682038903236 11.931418180465696 116.16662876307964 43.962762609124184 14.348227262496946 7.2591367810964611 14.869757309556006 140.17593865096569 16.778030887246132 10.910057112574576
leaf_count=330 808 129 8386 73 146 81 93 54 856 59 82 44 46 295 78 292 58 313 68 669 114 51 481 191 61 31 63 599 71 47
internal_value=0.000151964 -0.000212134 -0.00045878 0.0019798 -0.00349102 -0.000282106 -0.000347137 -0.00236283 0.00190607 0.00255846 0.0043995 0.000483472 8.06474e-05 -0.00159695 0.00471151 -0.00010803 0.000101209 -0.00442444 0.00306097 -0.00196008 -0.00538761 0.0035882 0.0053351 -0.00171478 0.00101249 -0.000371011 0.00549458 -0.00169304 0.00231392 0
internal_weight=3273.81 2725.22 2445.42 548.594 131.368 2314.06 2293.91 238.601 279.794 248.684 153.577 40.6499 106.859 76.7788 30.0801 2055.31 1841.58 131.742 234.614 213.723 90.718 218.413 133.692 65.2531 395.017 187.563 33.039 154.524 207.454 18.1692
internal_count=14669 12353 11190 2316 634 10556 10475 1070 1163 1034 636 190 473 341 132 9405 8444 597 975 961 444 907 554 284 1680 801 141 660 879 78
is_linear=0
shrinkage=0.0106442


Tree=160
num_leaves=31
num_cat=0
split_feature=47 123 42 145 110 80 17 27 4 145 133 0 132 128 95 96 108 44 94 147 9 99 37 41 110 4 17 126 146 31
split_gain=15.6683 9.71074 11.1773 10.8804 14.4285 10.8057 10.5038 10.2553 9.79173 9.75231 8.41484 8.13934 8.22344 7.72744 7.60515 7.06603 13.3301 12.1926 10.0487 13.509 8.60737 8.44583 8.37098 8.34932 8.01884 10.8496 7.82686 7.98449 7.78757 7.33223
threshold=1.3250000000000004 1.7875000000000003 2.1750000000000003 0.43565000000000004 7.8500000000000005 0.075826485536503105 1.5000000000000002 0.57612500000000011 1481.6570344700724 0.19085000000000002 1.4720000000000002 1520.9021683771953 0.81650000000000011 0.3665000000000001 -1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 8.9050000000000029 19.050000000000004 0.44257673405726733 1.3785714285714288 0.53137254901960795 0.45089462575778644 1.9350000000000003 11.550000000000002 1435.7252852151207 1.5000000000000002 1.7890000000000004 0.0016500000000000002 0.07772384034519951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 11 -5 -4 -3 10 14 -6 -13 -10 -1 16 18 20 29 26 21 23 -22 28 25 -23 27 -20 -18 -2
right_child=15 8 7 6 5 -7 -8 -9 13 -11 -12 12 -14 -15 -16 -17 17 -19 19 -21 22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012708292188109746 -0.0056878602647366938 0.0075474369992554321 0.0016717504775100183 -0.0043777722968164753 -0.0052889551553817176 -0.0076939614749092161 0.0029953504696752791 0.0086552125796887994 0.002913436001536927 0.0067797445329889662 -0.0040720396958213011 -0.0051249470750143787 0.0060963669523184166 -0.0060352197205607262 0.00014739035518850934 0.00030317888046133489 0.0047711890795909566 0.00060114748525655251 0.014445217972792117 -0.00034497796192721773 -0.0024314332352030669 0.0033547470171434689 0.0025857184433232417 -0.0068496811186501798 -0.0089905746928162205 -0.005088378184703729 0 0.00091679728685433435 -0.0070692996033185195 0
leaf_weight=8.6764513254165667 26.949379280209541 54.80980920791626 272.02316834032536 106.45737043023109 18.523099467158318 27.159690454602242 25.807614952325821 27.31952877342701 89.444753289222717 56.043450534343719 25.068641901016235 8.8673001229763013 29.81575271487236 11.841994076967238 19.635826542973518 1243.598531588912 30.462301731109619 147.54778955876827 21.248161345720295 39.495643422007561 155.19300757348537 18.796493291854858 47.999571412801743 16.470813944935799 53.25287900865078 112.84277138113976 8.907264977693556 8.6926459670066816 7.3881122320890418 553.212312951684
leaf_count=37 129 227 1111 474 79 121 112 111 369 242 108 38 125 49 85 5561 149 647 100 182 741 91 220 73 263 551 41 39 35 2559
internal_value=0.000150242 0.00146729 0.000852876 -0.000484041 0.00108331 -0.00214663 -0.0028598 0.00234415 0.00386169 0.00366947 0.0002075 0.000303648 0.00325287 0.00176361 0.00436735 -0.000258565 -0.000826526 -0.00199022 0.000200096 0.00378733 -0.0028782 -0.00426441 -0.00119461 -0.000362791 -0.00535395 -0.0038031 0.00825861 0.010868 0.00218281 -0.000266231
internal_weight=3273.55 781.494 625.398 326.055 193.79 84.3658 132.265 299.343 156.097 109.424 53.3809 57.2062 38.6831 101.287 28.3123 2492.06 1248.46 589.954 658.505 78.3437 442.406 239.213 203.193 54.3212 184.892 131.639 38.8481 29.9408 37.8504 580.162
internal_count=14669 3288 2643 1421 835 363 586 1222 645 472 230 242 163 418 122 11381 5820 2770 3050 362 2123 1162 961 257 905 642 180 139 184 2688
is_linear=0
shrinkage=0.0106442


Tree=161
num_leaves=31
num_cat=0
split_feature=54 45 85 136 133 110 30 30 79 30 55 11 34 53 10 28 93 102 98 104 28 92 55 11 143 118 29 111 85 110
split_gain=14.7 8.36407 10.2283 10.1755 9.05095 8.51492 8.44695 11.0056 12.5656 8.54789 8.43004 8.40423 7.68294 7.68096 8.26071 8.88378 7.37949 9.59414 9.37389 7.86314 7.78792 6.93597 6.93222 6.58554 6.49132 7.10154 8.149 7.36697 7.44231 6.42753
threshold=1.4850000000000001 1.135 -0.35223443223443218 7.0500000000000007 0.41450000000000004 2.8500000000000001 0.06274606299212597 0.10135754907356447 2.5062937217256986 0.14124040920716111 1.885 2.3095238095238098 9.8900000000000023 2.5050000000000003 1.9309523809523812 4.2111111111111121 11.400000000000002 0.31150000000000005 0.40833333333333338 0.30150000000000005 4.2928571428571436 0.063333333333333366 1.675 0.37857142857142861 1.7260000000000002 2.4500000000000006 6.0500000000000007 13.65 -0.014788858939802299 16.550000000000004
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 2 2 2 2 2 2 2
left_child=1 4 -3 6 5 -1 10 -8 9 -9 -4 16 13 21 15 -15 17 19 -18 -5 -20 -6 -13 -2 25 -25 27 28 -27 -10
right_child=23 2 3 11 12 -7 7 8 29 -11 -12 22 -14 14 -16 -17 18 -19 20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0 -0.006385626013487712 -0.0067471224490566663 0.01164087443232099 0 0.00045356115679254629 0.012228497124832297 -0.0053675799622517565 0.0049481200277917874 -0.0013168693153915749 -0.00097605524591148506 -0.002360282468634344 0 0.010212823858264186 0.0017247865973509769 -0.0039916273234403095 0.015154215897192088 -0.0043083308477502415 -0.0045468156713161217 0.0035297679112420376 0.012296500061591421 0 -0.0011648254142588308 -0.010882645604066985 0.0013516645386357949 0.011252578096239665 -0.0016177805394259144 0.016366660196764728 -0.0019549226038458249 0.0085197964143896975 -0.0048604255569029567
leaf_weight=14.822173252701761 8.8625997453927976 32.313099920749664 10.596187621355059 110.77851139008999 1388.349646627903 14.074168086051939 88.701336696743965 54.029254779219627 249.91857932507992 51.612931430339813 7.1253300607204428 13.854216828942301 8.7781487405300123 14.490392252802851 7.0719620734453192 11.809111997485159 26.322138831019402 58.697473615407944 190.81322894990444 6.2427861094474784 118.59669899940491 381.42380306124687 13.14783728122711 233.45005604624748 10.144780620932577 8.6917470395565015 7.459105744957923 15.413964390754698 33.798352912068367 81.898074954748154
leaf_count=64 36 162 50 536 6007 61 444 268 1206 254 38 65 36 66 32 53 127 292 916 31 558 1657 65 945 41 35 30 62 136 396
internal_value=0.000148689 -8.17997e-05 -0.000812367 -0.00062549 0.000354871 0.00628065 -0.00165619 -0.00191444 -0.00119027 0.00195446 0.00541932 0.00039611 0.000254577 0.000200279 0.00526564 0.00815389 0.000719779 -0.00101075 0.00165677 0.000673266 0.00219815 9.88357e-05 -0.00534599 0.00232505 0.00260888 0.00228031 0.00543653 0.00384732 0.00619912 -0.0022231
internal_weight=3273.29 2955.47 1114.65 1082.33 1840.82 28.8963 543.882 526.16 437.459 105.642 17.7215 538.453 1811.92 1803.14 33.3715 26.2995 511.451 175.719 335.732 117.021 309.41 1769.77 27.0021 317.821 308.958 298.813 65.3632 57.9041 42.4901 331.817
internal_count=14669 13384 5408 5246 7976 125 2656 2568 2124 522 88 2590 7851 7815 151 119 2460 859 1601 567 1474 7664 130 1285 1249 1208 263 233 171 1602
is_linear=0
shrinkage=0.0106442


Tree=162
num_leaves=31
num_cat=0
split_feature=86 51 108 96 85 78 105 41 105 111 110 131 31 110 47 41 26 3 30 122 90 125 124 119 121 31 99 106 3 36
split_gain=12.4607 11.3681 8.89611 9.5241 8.86489 9.26232 7.65673 8.86663 7.57344 7.50824 7.4076 6.59885 14.833 11.4445 7.51718 6.43946 6.46268 5.96402 5.90639 5.76998 6.68868 8.63166 6.79294 5.68159 6.95664 5.46104 5.43139 5.15119 4.92669 7.52057
threshold=3.7370689655172415 1.2150000000000001 1.5000000000000002 1.5000000000000002 -0.25830845771144278 2.4833333333333338 1.9025000000000001 2.1550000000000007 1.6690000000000003 4.5500000000000007 6.1500000000000012 1.0500000000000003 0.12546296296296297 10.350000000000003 1.905 2.8750000000000004 0.61316666666666675 1641.7758648951874 0.1319062881562881 0.46450000000000008 -0.38541666666666657 0.90000000000000013 2.6335000000000002 0.90000000000000013 1.3875000000000002 0.17529120364171907 0.64495798319327746 0.68150000000000011 1538.1161155358543 1.9450000000000001
decision_type=2 2 2 2 2 2 2 2 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 4 10 18 19 8 -8 15 -5 27 14 13 -13 17 -1 -17 -11 -3 -6 21 -21 -22 -20 -25 -7 -14 -4 29 -2
right_child=28 2 3 9 5 25 7 -9 -10 11 -12 12 26 -15 -16 16 -18 -19 23 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00034161418486354668 0 -0.0088897999251487825 0.0042855984061903113 -0.0049579721011780735 -0.006779093523196905 -0.009689981007463223 0 0.013529801622208307 -0.006490803805284274 -0.0017734784128895014 -0.013341373959925525 0.010419179056776185 0.00043260422009335739 0.00051545513371374391 -0.0052829888479125273 0.0068640066099281399 -0.0015767950520193604 0.0052341940370634688 -0.0096879527548990561 -0.0031774007418196555 0.00026354791121367352 0.0070630019959369546 -0.0070025967704300807 0.0090840430412792213 -0.0037622848928795674 0 -0.0038673012764130687 -0.0081499511287669701 0 0.01097963662712716
leaf_weight=1794.5130936801434 10.39157699048519 21.485676318407059 6.5777646303176898 65.456516906619072 12.934913009405134 17.281975671648983 13.615374580025675 10.969888329505919 17.823699057102203 82.496691972017288 15.069523736834524 24.577566981315613 63.387343198060989 33.858880221843719 66.752935469150543 33.805645689368248 12.167253598570822 16.163594365119934 6.3077460527420071 11.173572614789007 762.92976535856724 34.453688502311707 14.812359869480131 8.7244596332311648 9.2962342351675016 8.5100372582674009 62.237155437469482 7.5100574344396591 16.873623833060265 23.277722105383873
leaf_count=7669 42 109 32 310 64 83 58 45 75 382 76 116 298 163 338 136 49 74 32 53 3658 160 69 42 45 40 293 37 68 94
internal_value=8.21085e-06 -7.05281e-05 -0.000817984 -0.0020552 -0.000201263 2.91211e-05 0.000460605 0.00638887 0.000376528 -0.00161023 -0.00802766 -0.000953175 0.000384411 0.00486038 -0.00250499 0.000448734 0.00440182 -0.000519056 -0.00476549 0.00023498 0.000357913 0.00432529 0.000111671 -0.000691819 0.00187483 -0.00623904 -0.00161414 -0.00159886 0.00525533 0.00761829
internal_weight=3285.44 3234.89 1352 444.088 907.91 862.096 1882.89 24.5853 1858.31 414.931 29.1573 349.474 184.061 58.4364 165.413 1840.49 45.9729 98.6603 45.8141 836.304 823.369 45.6273 777.742 24.3284 18.0207 25.792 125.624 14.0878 50.5429 33.6693
internal_count=14710 14506 6474 2119 4355 4127 8032 103 7929 1974 145 1664 870 279 794 7854 185 456 228 4004 3940 213 3727 119 87 123 591 69 204 136
is_linear=0
shrinkage=0.0106442


Tree=163
num_leaves=31
num_cat=0
split_feature=86 51 108 96 11 29 1 122 27 11 2 115 105 41 105 7 111 150 109 11 8 93 99 126 44 130 136 111 41 29
split_gain=12.2071 11.1363 8.71506 9.37006 8.01816 8.93158 17.3557 8.33718 8.72242 8.26989 10.0466 8.03185 7.49803 8.64985 7.42233 7.38202 7.3697 6.70024 6.63463 9.7046 9.59817 9.35762 9.02168 8.83859 8.15068 6.6052 9.87083 6.29681 6.29478 7.46247
threshold=3.7370689655172415 1.2150000000000001 1.5000000000000002 1.5000000000000002 2.4833333333333338 3.0500000000000003 1429.2359292807216 1.8535000000000001 0.41950000000000004 1.2583333333333335 70.557159440648107 1.4645000000000004 1.9025000000000001 2.1550000000000007 1.6690000000000003 24.672184259181112 4.5500000000000007 0.46962878840809003 1.5000000000000002 1.0333333333333337 0.86190476190476206 17.550000000000004 0.55277777777777792 1.8945000000000001 1.0000000180025095e-35 1.5855000000000004 12.15 4.7500000000000009 2.8750000000000004 4.4722222222222232
decision_type=2 2 2 2 2 2 2 2 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 4 27 5 6 25 8 17 -9 -11 -8 14 -14 28 -10 -5 -7 19 21 -21 -18 23 -20 -24 26 -3 -4 -1 -30
right_child=-2 2 3 16 -6 7 11 9 15 10 -12 -13 13 -15 -16 -17 18 -19 22 20 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00033795125689578949 0.0052015916565465387 0.010494899301072213 0 -0.0049144497580421043 -0.0058941939814470276 -0.0015938984101990072 -0.00609793771370685 0.00050315386321866907 6.9987499747352244e-05 0.00077455585598307003 0.016338510172268002 0.0010926527894365339 0 0.013367187539788274 -0.0064302008504063448 -0.0048140713641650172 -0.00045370415180447327 0.0067631452908816329 -0.000401835025378455 -0.0078258839578215916 0 0.0068674855136339258 0.0024542203358982064 0.011911169739034463 -0.0049446422573629278 -0.0039022185246466775 -0.0021072808260037138 -0.010865293010849151 0.0010040760392594911 0.010638565847059894
leaf_weight=1794.6542063802481 50.542055413126945 19.869657307863239 7.3746731430292156 65.333953008055687 27.184939682483673 12.782089650630949 86.759878888726234 29.43464607000351 598.84558300673962 10.334815904498102 11.778963178396223 19.127701222896576 13.615374580025675 10.985069975256918 17.8003009557724 37.03832471370697 33.570774063467979 37.173147276043892 31.07866196334362 22.038542553782463 84.165411338210106 40.781679809093475 17.829433977603912 7.9523992091417304 111.8960824906826 8.4857282042503339 9.009231358766554 21.679070293903351 31.083105191588402 14.88889443874359
leaf_count=7669 204 96 36 310 130 64 428 136 2868 48 53 94 58 45 75 179 165 174 147 108 401 191 84 36 532 41 44 109 125 60
internal_value=8.05697e-06 -6.98516e-05 -0.00080987 -0.00203516 -0.000199451 -1.17422e-05 -0.00245528 0.000448735 0.000122694 0.00458308 0.00953922 -0.00469993 0.000455718 0.00632067 0.000372436 -0.000197994 -0.00159395 0.00441478 -0.000942862 0.000426215 -0.00157146 0.00342079 -0.00246984 0.00183806 -0.00384686 0.00362501 0.00620012 -0.00797079 0.000443923 0.00435262
internal_weight=3285.09 3234.55 1351.53 443.701 907.825 880.64 143.252 737.388 685.839 51.5484 22.1138 105.888 1883.03 24.6004 1858.43 635.884 414.647 49.9552 349.313 180.556 106.204 74.3525 168.757 39.0311 129.726 37.3646 28.8789 29.0537 1840.63 45.972
internal_count=14710 14506 6474 2119 4355 4225 703 3522 3285 237 101 522 8032 103 7929 3047 1974 238 1664 865 509 356 799 183 616 181 140 145 7854 185
is_linear=0
shrinkage=0.0106442


Tree=164
num_leaves=31
num_cat=0
split_feature=86 52 40 122 148 3 16 12 8 99 91 131 85 84 6 110 4 141 12 77 98 91 91 6 6 108 30 94 93 46
split_gain=11.9473 10.4974 8.41348 13.3609 9.34955 9.0858 8.50909 8.12243 8.4258 7.79085 10.7034 9.30568 7.53558 9.95599 8.16162 13.2768 10.3497 10.2578 7.35692 9.10831 8.06366 7.18044 10.4402 7.46061 7.14564 9.77856 12.4517 8.23248 7.16545 7.06012
threshold=3.7370689655172415 2.9750000000000005 1.6950000000000001 1.6395000000000002 0.2645079041305457 1437.5882289772624 3.5000000000000004 0.36666666666666675 0.79285714285714304 0.78416149068322993 0.17874999999999999 0.70700000000000007 -0.25830845771144278 0.0175478468899521 1495.0263291351578 5.4500000000000011 1562.0820257905882 -0.20699999999999999 0.63333333333333341 0.23214285714285712 0.69782608695652182 0.35125000000000001 0.40375000000000011 1509.6672876554956 1504.0232752806512 1.5000000000000002 0.29185103244837768 17.550000000000004 17.550000000000004 4.1650000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 24 8 -1 11 -11 -7 -4 18 15 -15 -16 -18 21 -20 -21 23 -23 -14 25 26 -5 -26 -27 -3
right_child=-2 29 12 6 -6 9 -8 -9 -10 10 -12 -13 13 14 16 -17 17 -19 19 20 -22 22 -24 -25 27 28 -28 -29 -30 -31
leaf_value=0.0062975450985603386 0.0051458307152028784 0.0030310269412324145 -0.0034111113864177807 0.01099877900742215 -0.0034066762603401635 -0.0021733030131110683 -0.0044657442317111388 -0.011084645137230825 -0.0042729384851756848 0.00055952728796815809 -0.013404371884488194 0.0055250446771185884 5.249896455157158e-05 0.0055336796075538064 -0.0053736607497774907 -0.0068612192893261117 0.010668676682077089 -0.0017967993804988546 -0.00079137556265919851 0.012678422837493727 0.0003160719608556069 0.012495570282614393 -0.0023372561095253222 -0.0014473372383098869 -0.0022133164824095068 -0.005145072516597733 -0.0022131586570619745 0.0060228184252085447 0.0045652708662096237 0.00046971968096784782
leaf_weight=12.602321967482565 50.545904830098152 162.3119462877512 110.3272071480751 46.886666044592857 86.026999607682228 20.647100448608398 13.32842895388603 11.404644176363943 25.418797209858894 49.902089238166809 6.9566174149513236 80.000728726387024 1084.8378470540047 30.03109385073185 124.28462658822536 14.094237372279165 8.6928987652063352 53.515730425715446 24.02301499247551 16.381149977445606 12.274967133998869 11.801635414361956 8.0428497940301877 564.95490565896034 34.184670925140381 11.419252946972845 8.2405243813991529 22.203258320689201 29.426027148962021 549.96740184724331
leaf_count=54 204 682 527 198 391 91 56 50 109 218 31 345 5042 138 571 65 39 244 115 76 59 53 38 2590 146 49 35 93 123 2278
internal_value=8.04956e-06 -6.90026e-05 -0.000394326 0.000899802 -0.00043493 0.000749796 0.00332311 -0.00314949 -0.000493325 0.00204001 -0.00096441 0.00384154 -0.000687087 -0.000527826 -0.0026095 0.00133679 -0.00359948 0 -0.000242996 0.00365526 0.00774911 -0.000372275 0.00595518 -0.000454745 0.00407334 0.00586159 0.0088335 0.00084366 0.00159363 0.00106811
internal_weight=3284.74 3234.19 2521.91 458.648 292.959 206.932 165.689 49.4258 38.0211 157.507 56.8587 100.648 2063.26 1952.93 230.619 44.1253 186.493 62.2086 1722.32 52.6791 28.6561 1669.64 19.8445 1649.79 152.36 95.9725 55.1272 56.3879 40.8453 712.279
internal_count=14710 14506 11546 1989 1289 898 700 213 163 685 249 436 9557 9030 1057 203 854 283 7973 250 135 7723 91 7632 644 405 233 239 172 2960
is_linear=0
shrinkage=0.0106442


Tree=165
num_leaves=31
num_cat=0
split_feature=47 119 80 85 86 86 84 36 108 110 97 89 111 135 7 91 91 99 4 96 119 39 100 0 28 111 28 145 31 121
split_gain=14.676 11.2644 12.4771 12.3232 11.3136 9.63485 9.37589 9.26783 9.44439 9.21667 8.88792 8.8857 8.86497 9.86171 8.65076 8.18478 7.83018 14.8643 7.71606 7.40832 8.198 10.9098 7.34377 7.31641 7.83229 7.21868 7.11549 10.3929 9.5408 7.08846
threshold=1.3250000000000004 2.1000000000000005 0.08149201090889617 -0.093163418290854588 3.0568733153638816 3.5327702702702708 0.034017857142857051 3.1850000000000005 1.5000000000000002 7.9500000000000011 3.5000000000000004 0.59000000000000008 16.350000000000005 0.58900000000000008 -13.039766609679303 0.15041666666666667 0.076666666666666675 0.73205128205128212 1627.1140755449317 4.5000000000000009 1.1000000000000003 0.16359007805843337 3.4500000000000006 1615.7950962044638 4.4365079365079376 10.15 5.8944444444444457 0.19455000000000003 0.18379075768238332 0.7320000000000001
decision_type=2 2 2 2 2 2 2 2 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 16 19 6 22 9 -9 10 -4 23 13 -8 -14 -13 -1 -18 -3 -5 21 -21 26 24 -6 -22 -2 28 -28 -29
right_child=5 18 7 4 11 -7 12 8 -10 -11 -12 15 14 -15 -16 -17 17 -19 -20 20 25 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0050449454252071528 -0.00044190058340481915 0.0050780951021171224 -0.0033657903688706658 0 0.00066948700992966079 0.0038166289926280799 -0.004646220996415729 0.0077255592548157023 -0.0037700269021868718 -0.0073763204030454898 0.0060414462552762895 0.01448707297557824 0.010458386803715136 0.006128154191013699 -0.0011556330855853917 0.00069854630182184549 0.009320589357792437 -0.0071041865565012628 -0.0028020837892132021 0.0068012584483091746 0.0087143324086088863 -0.0025001945269979967 -0.011110621703967547 -0.0050623631335587191 0.013842913175897883 0.002520040796298386 0.010802183339924097 0.0087407926755606845 -0.0015813429071773108 -0.00051682576242213763
leaf_weight=49.260376945137978 2102.2746724635363 115.66781274974346 43.198955729603767 207.31372120976448 17.228564858436588 58.934791713953018 144.72665178775787 18.637347057461742 12.964063823223112 45.539012476801872 15.082807734608648 20.416020885109905 9.8373058587312681 9.4957487434148771 23.541604414582253 8.5894152075052244 14.539366707205774 10.41210602223873 14.225494384765623 20.045830771327019 38.168157353997231 49.41529892385006 7.1815798431634894 9.6014483869075757 8.6319966018199903 64.518882691860199 24.054387107491493 10.319593146443365 8.0242283046245557 92.323012202978134
leaf_count=205 9668 480 197 876 70 240 659 77 54 207 67 83 43 43 104 35 60 44 59 81 157 205 31 39 35 264 104 45 34 407
internal_value=-1.18021e-05 0.00125552 0.000667321 0.00143148 0.00211558 -0.000414653 -0.000521514 -0.00217895 0.00267762 -0.00375827 -0.00075125 0.00628494 -0.00281486 -0.00391479 0.00195286 0.0107656 -0.00251941 0.00204611 0.00413431 0.00137959 0.00301183 3.30625e-05 -0.000325127 0.00232419 0.00547238 0.0049246 -0.000285811 0.00207202 0.00737745 0.000311704
internal_weight=3274.17 783.457 653.563 518.141 443.929 2490.71 2431.78 135.422 31.6014 103.821 58.2818 64.4674 187.601 154.222 33.3789 29.0054 74.2118 24.9515 129.893 379.462 172.148 69.4611 2244.18 35.462 25.8606 102.687 2237 134.721 32.0786 102.643
internal_count=14673 3295 2756 2154 1845 11378 11138 602 131 471 264 262 849 702 147 118 309 104 539 1583 707 286 10289 144 105 421 10258 590 138 452
is_linear=0
shrinkage=0.0106442


Tree=166
num_leaves=31
num_cat=0
split_feature=47 80 86 84 110 94 7 36 50 114 12 21 31 122 135 95 31 100 2 92 142 104 48 136 28 145 31 90 135 106
split_gain=14.3719 10.8237 9.42971 9.1834 8.88134 9.28837 8.87853 8.5613 10.9088 10.0525 7.95809 9.09682 8.85165 11.0829 7.54577 7.43656 8.34679 7.20977 7.20775 8.02155 7.20566 7.14207 7.02387 6.75206 6.69482 11.3422 8.90263 7.19285 6.77666 6.68787
threshold=1.3250000000000004 0.08149201090889617 3.5327702702702708 0.034017857142857051 7.9500000000000011 14.550000000000002 26.506236809089163 3.1850000000000005 1.4750000000000003 0.9285000000000001 0.36666666666666675 0.58571428571428574 0.13807120829828987 1.9355000000000002 0.58900000000000008 -8.2499999999999964 0.11149961149961148 3.4500000000000006 118.86887685957869 0.030416666666666602 -0.9474999999999999 1.2505000000000002 2.2650000000000001 16.950000000000003 5.8944444444444457 0.19455000000000003 0.18379075768238332 -0.11458333333333327 0.11250000000000002 0.76350000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 17 5 6 -3 9 -9 -6 15 12 13 -12 20 23 -17 22 19 -4 -5 -13 24 -1 27 26 -26 29 -29 -2
right_child=2 4 18 14 7 -7 -8 8 -10 -11 11 21 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0088833799364652216 -0.00061218507375449135 -0.003222355739819608 0.0054211525803017574 0.0043904608320543001 0.0010823077702066864 0.0069128983082931989 0.0069370334557369131 0.0097597052512072343 -0.0070281154706766033 -0.0095025010389057172 -0.0089107077073412918 0.0062359118541214084 0.0004988533731166392 0.0012277180651683272 0.0048655892694892781 0.0060917734380961487 0.001471240046537385 -0.011024070946628342 0.012534734496163817 -0.0031740004869169496 -0.0039964940956990526 -0.0035761611297330212 -0.0078108182831901438 -0.00110731755867156 0.010923280558982415 0.00023162271871796151 -0.0010730759042241816 -0.00054964631715577169 0.00088404517513943136 -0.0035671925212949905
leaf_weight=37.036515653133392 260.58464252948761 49.305483490228653 30.472677022218704 11.317032322287558 11.831874608993528 21.882827028632164 11.777626588940619 9.5300693809986132 7.6297091096639624 35.88518962264061 29.205963179469109 41.550308555364609 135.69390049576759 18.204820364713669 12.499920845031737 54.880345180630684 302.54388999938965 7.161030337214469 9.4051861166954023 19.077184334397316 163.60283176600933 9.0803013890981656 14.040030732750891 7.4054757058620444 23.888183474540714 101.92807467281818 7.7824616581201544 1133.96612380445 555.31677648425102 139.24573020637035
leaf_count=153 1208 222 124 51 54 96 50 40 31 163 124 172 565 75 56 228 1254 31 38 78 742 37 59 31 103 449 33 5226 2540 640
internal_value=-1.15689e-05 0.00124251 -0.000410316 -0.00051611 -0.00131034 0.000893087 -0.00109172 -0.00428986 0.00168392 -0.00665801 0.00185282 0.000241416 -0.000814939 -0.00479644 -0.00278704 0.00276394 0.00221005 -0.000321757 0.0037747 0.00190018 -0.00339389 0.00426894 -0.000282803 0.00698251 -0.00023053 0.00206735 0.0076441 -0.000382502 -7.21387e-05 -0.00166754
internal_weight=3273.73 783.444 2490.29 2431.33 147.843 82.9659 61.0831 64.8768 17.1598 47.7171 635.602 233.735 183.105 47.4108 187.42 401.866 357.424 2243.91 58.955 49.5499 174.92 50.6306 2236.75 44.442 2222.71 133.599 31.6706 2089.11 1689.28 399.83
internal_count=14673 3295 11378 11138 656 368 272 288 71 217 2639 973 764 199 849 1666 1482 10289 240 202 793 209 10258 184 10199 585 136 9614 7766 1848
is_linear=0
shrinkage=0.0106442


Tree=167
num_leaves=31
num_cat=0
split_feature=47 131 80 29 48 28 16 14 97 3 89 40 30 80 86 38 36 90 104 21 36 100 135 30 9 98 89 48 78 24
split_gain=14.0746 10.918 10.7021 9.37564 11.3964 11.0283 10.5235 9.36424 9.1379 9.03495 9.41761 7.60192 7.43501 9.78163 14.8407 9.42486 8.78836 8.38474 8.00447 9.22861 9.47456 9.38349 7.98836 7.96484 9.0745 7.93734 7.88453 8.57603 7.56605 7.42687
threshold=1.3250000000000004 2.1340000000000003 0.08149201090889617 2.4722222222222228 2.2650000000000001 2.7071428571428577 2.5000000000000004 0.70833333333333337 4.5000000000000009 1403.9191208405362 0.31000000000000005 1.2650000000000003 0.10729043683589136 0.056022920153354853 2.6120071684587818 0.26923267626139186 2.5750000000000006 -0.019583333333333248 0.5675 0.41428571428571431 5.3750000000000009 1.2250000000000003 -0.061999999999999993 0.15857863751051302 0.7238095238095239 0.40833333333333338 0.91000000000000014 1.9650000000000001 1.3785714285714288 0.73214285714285732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 12 -2 -7 -3 -9 -4 -11 -12 13 -5 15 25 -16 -17 19 20 21 -14 -22 24 -20 -15 27 -25 -26 -21
right_child=3 7 9 4 -6 6 -8 8 -10 10 11 -13 18 14 16 17 -18 -19 23 29 22 -23 -24 26 28 -27 -28 -29 -30 -31
leaf_value=0.001534587570879637 0.0011474277209057833 0.011892598548674587 -0.0083550490104571922 -0.004714600644441954 -0.0089139182275231998 -0.0061041156774534512 0.0061260641196336759 -0.0020286177278655438 0.011097148349391947 -0.0024304383263093576 6.2277246090429312e-05 0.011138742237158147 0.0021408342763743005 0.010411046465823925 0 -0.006942533610042695 0.0079372196605159533 -0.00162438425127857 -0.0054088673234536089 -0.0026897614918287749 0.011345320596766972 -0.00022315326853424922 0.0019429026991930665 0.001487420562977976 -0.0023772331380199651 0 -0.0045812872165780453 -0.0017235851837931826 0.00085580715589317759 0.0015757757874044786
leaf_weight=593.9776528775692 44.995161682367325 19.895060390233994 20.013262256979942 84.279018849134445 17.08019694685936 91.942547559738159 7.8796457201242438 18.45996876060963 8.4139629900455457 88.273049056529999 22.860033854842186 11.598634436726568 384.52022449672222 9.1763612926006299 29.889146953821182 48.81708088517189 31.960708916187286 135.14159996807575 65.423838451504707 135.85653091967106 19.270850107073784 362.27793183922768 29.215841367840767 353.41885842382908 191.04000246524811 81.905852377414703 35.219632118940353 126.12566804885864 137.60354171693325 66.835319578647614
leaf_count=2468 204 82 90 383 72 428 35 76 34 393 103 49 1784 41 133 252 141 674 304 625 83 1648 128 1593 868 372 159 531 618 302
internal_value=-1.13212e-05 0.00122962 0.000896368 -0.000406022 -0.000238847 -0.00304068 -0.00503359 0.00625472 0.0016905 -0.00168583 -0.000512821 0.00409506 -0.000170691 -0.00145238 -0.000605134 -0.00169159 0.00405658 -0.0030927 0.000106902 0.000769694 0.00129292 0.000979995 0.00589626 -0.000609357 -0.00175161 0.00102304 0.000244691 0.000621009 -0.000991628 -0.00123148
internal_weight=3273.37 783.492 736.723 2489.88 2345.06 144.817 99.8222 46.769 26.8739 142.745 122.732 34.4587 2327.98 421.17 336.891 275.041 61.8499 183.959 1906.81 997.977 795.285 746.798 48.4867 908.832 394.067 91.0822 514.764 479.545 328.644 202.692
internal_count=14673 3295 3103 11378 10711 667 463 192 110 635 545 152 10639 1996 1613 1339 274 926 8643 4570 3643 3432 211 4073 1790 413 2283 2124 1486 927
is_linear=0
shrinkage=0.0106442


Tree=168
num_leaves=31
num_cat=0
split_feature=79 49 3 144 122 106 94 8 110 40 92 93 23 130 8 138 8 132 31 31 36 3 27 122 135 38 143 106 56 14
split_gain=9.52606 9.35006 10.7001 8.26661 7.6188 7.40161 8.09527 8.12381 7.1003 7.92207 6.50438 6.42947 9.2672 9.25902 13.3733 7.64801 6.43243 7.96171 7.65423 7.39596 10.1974 10.0011 7.32168 6.90591 10.6235 6.44203 7.83788 6.59691 6.56255 6.60561
threshold=3.2324586768169588 2.4950000000000006 1651.4519780318572 0.018650000000000003 1.7945000000000002 0.31850000000000006 17.550000000000004 0.93095238095238109 10.250000000000002 2.1150000000000007 -0.38874999999999987 26.550000000000004 2.8166666666666669 1.5280000000000002 1.9666666666666668 5.5000000000000009 2.0333333333333337 0.64600000000000013 0.24736725418468017 0.12917130144605118 5.8350000000000009 1468.126262386005 0.51707142857142874 1.0955000000000001 -0.30549999999999994 0.23334794596831532 -0.20699999999999999 0.47750000000000009 2.2050000000000005 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 2 2 2 2
left_child=4 2 3 5 11 -2 8 -8 9 -7 -6 16 13 -13 15 -15 17 22 19 21 -21 -19 23 -1 -25 26 -18 -27 29 -29
right_child=1 -3 -4 -5 10 6 7 -9 -10 -11 -12 12 -14 14 -16 -17 25 18 -20 20 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.00047656632959652389 0.009114262412664817 -0.003346530740073155 -0.0047555648460778383 -0.006561101008190115 -0.0028792429195625699 0.0060940989785555223 -0.0025977349873063009 0.006900778437049877 -0.0068463757907079635 -0.0037893932510958028 0.0010881496092657137 0.0099351190407097247 -0.0022611434165056817 0.0025906662308598184 0.011970080643360423 -0.0088061951859174144 -0.0016345411692038905 0.00073493983664170903 -0.0025308310918656673 0.00025832124215866004 0.0054240866716557257 -0.0021647299331714587 0.0013508942983247673 0.0051341681181477413 -0.0063714315794441692 0.0024546520871700935 -0.011335941065141495 -0.0061170684119063422 0.0060519948893937407 -0.00050530445534732943
leaf_weight=61.303959727287292 33.231802672147751 28.574256122112274 16.789189890027046 7.3314690440893164 49.332868605852127 23.966828659176826 10.399408742785452 63.015051558613777 13.154698193073271 13.604040071368216 632.14245627820492 24.174644783139229 30.051927894353867 12.019935771822931 9.3837022036313993 12.710196852684019 24.552620083093643 215.88332173228264 147.69727893173695 1156.1377665400505 45.369229838252068 340.98938737809658 42.004178047180176 9.0823642462491971 90.800178423523903 36.566296190023422 19.20457036793232 52.548563778400421 8.2291750162839872 51.55355004966259
leaf_count=297 138 128 69 30 213 98 43 258 54 56 2702 104 130 52 40 55 104 1011 661 5270 193 1588 199 42 422 166 82 240 34 233
internal_value=-4.82918e-05 0.00214039 0.00306207 0.00392267 -0.000201385 0.00447775 0.00315206 0.00541236 0 0.00223611 0.000785548 -0.000487154 0.00230655 0.00484153 0.000924401 -0.00284254 -0.000598925 -0.000422861 -0.000203328 -1.85948e-06 0.000462115 -0.00102177 -0.00243061 -0.00348114 -0.00522017 -0.00247209 -0.00613217 -0.00132602 -0.00265011 -0.0034388
internal_weight=3281.8 210.067 181.492 164.703 3071.74 157.372 124.14 73.4145 50.7256 37.5709 681.475 2390.26 88.3404 58.2885 34.1138 24.7301 2301.92 2109.27 1906.08 1758.38 1201.51 556.873 203.191 161.187 99.8825 192.655 43.7572 148.898 112.331 104.102
internal_count=14712 874 746 677 13838 647 509 301 208 154 2915 10923 381 251 147 107 10542 9683 8723 8062 5463 2599 960 761 464 859 186 673 507 473
is_linear=0
shrinkage=0.0106442


Tree=169
num_leaves=31
num_cat=0
split_feature=79 45 7 28 125 0 122 19 90 86 103 103 107 140 36 130 116 123 135 103 137 93 23 130 28 46 16 0 134 86
split_gain=9.30585 9.1701 11.6656 9.39039 9.24733 7.5912 7.45566 10.0245 8.96916 9.1494 8.00229 9.17633 11.0488 7.27159 8.97893 7.73322 8.00971 7.24628 6.75906 6.46952 6.31912 6.29258 9.07058 9.01807 7.73604 10.4368 6.24778 6.21648 6.16482 7.7004
threshold=3.2324586768169588 1.1050000000000002 21.645065882708085 3.4722222222222228 1.3665 1436.525575802264 1.7945000000000002 2.5000000000000004 -0.28791666666666654 3.1414285714285719 2.0005000000000002 1.4055000000000002 0.68150000000000011 1.0000000180025095e-35 2.3850000000000002 1.7320000000000002 0.41650000000000004 2.0250000000000004 0.18900000000000003 1.0815000000000003 7.9500000000000011 26.550000000000004 2.8166666666666669 1.5280000000000002 5.2928571428571436 3.5650000000000004 2.5000000000000004 1637.4666953863209 0.41100000000000009 3.6485294117647062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 20 -5 21 10 -9 -10 11 13 -13 15 -15 18 -17 19 -8 -6 -2 28 23 -23 25 -25 -14 -16 29 -1
right_child=1 -3 -4 5 17 -7 7 8 9 -11 -12 12 26 14 27 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00049626121410940632 -0.0071490594366322427 -0.0039512415511840033 -0.001806649107283281 -0.00043624681974678689 0.0070227722038116109 0.0090197009297269017 0.0072869172786263247 -0.0072381808517867942 -0.0011401445032718236 0.0065817424398389836 -0.0049273207465209473 -0.0007549137977946633 0.010654792025060856 -0.0027688668634791871 0.012416307155783199 -0.00096265475306825323 0.0029115668186956442 0.011060446963035989 -0.0013805238456171525 -0.0022935972190367931 0.0018476607038882668 0.0098064998555915054 -0.0022383537759329136 0.0036853294458595613 0.009918510131867557 -0.0098216750435641334 0 0.0026691940581987832 -0.0023413623500762207 0.0047916946001183023
leaf_weight=2059.9419988244772 16.399118602275848 23.588867962360382 42.252167537808418 9.1486974805593473 14.732641085982321 54.761455953121185 34.063165053725243 24.266869083046913 165.34592713415623 19.293776720762253 19.238335698843002 17.601044937968254 35.501868635416031 10.27380485832691 18.306575566530228 215.81671775877476 83.714742973446846 15.254484310746191 11.895864158868788 17.560277491807938 16.399430170655251 24.23071351647377 30.034856855869293 14.71947254240513 8.484414875507353 10.914909616112707 8.1135313212871534 18.156839609146118 210.14445745944977 31.360020384192467
leaf_count=9458 68 107 173 38 61 225 147 105 716 79 82 75 150 44 77 928 351 62 51 72 68 104 130 65 36 46 34 76 957 127
internal_value=-4.78604e-05 0.00211515 0.00293866 0.00440129 0.00180434 0.00750191 -0.000199235 0.000776891 -0.00113534 -0.000276425 0.00164422 0.00194617 0.00582999 0.00131325 0.00529166 0.000744694 8.5105e-05 0.00487743 0.00481517 0.00163179 -0.00233075 -0.00048202 0.00228079 0.0047868 0.00091434 -0.00165653 0.00872791 0.00785052 -0.000592682 -0.000411949
internal_weight=3281.52 210.097 186.508 144.256 80.346 63.9102 3071.42 681.589 208.907 184.64 472.682 453.444 61.2164 392.228 46.7372 345.49 299.531 47.5474 45.959 32.2929 32.7985 2389.83 88.3844 58.3495 34.1188 25.6344 43.6154 36.4634 2301.45 2091.3
internal_count=14712 874 767 594 331 263 13838 2915 900 795 2015 1933 259 1674 197 1477 1279 195 198 133 136 10923 381 251 147 111 184 153 10542 9585
is_linear=0
shrinkage=0.0106442


Tree=170
num_leaves=31
num_cat=0
split_feature=86 141 9 54 99 48 127 132 23 54 24 132 35 106 9 44 120 94 151 9 122 105 145 31 27 146 80 86 31 122
split_gain=9.10511 8.32324 8.11664 8.21489 6.84613 8.6161 8.41871 10.0119 7.12228 6.95902 6.58504 6.56594 7.16853 7.18551 6.5396 9.05887 7.6726 7.94007 7.39251 6.47486 5.91503 10.8945 7.68716 5.73568 5.69057 5.68973 6.07522 5.68906 5.65636 6.07097
threshold=3.7370689655172415 -0.40749999999999992 0.099999999999999964 1.4850000000000001 0.58578431372549034 2.8150000000000004 1.5635000000000001 1.3165000000000002 2.6333333333333337 1.5050000000000001 0.4642857142857143 2.9500000000000006 6.0450000000000008 0.68150000000000011 1.9666666666666668 11.025000000000002 2.7320000000000007 19.050000000000004 0.97700000000000009 1.5166666666666668 1.7945000000000002 1.0005000000000002 0.24035000000000004 0.11706919685643087 0.49211111111111117 0.0039500000000000013 0.060862910538466958 3.9115384615384619 0.18217893217893219 1.6485000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 11 5 23 10 8 -8 -9 -6 12 14 -14 16 18 17 -4 -16 -10 22 -22 -12 -5 -18 26 -13 -3 29 -25
right_child=1 27 3 4 6 -7 7 9 19 -11 20 25 13 -15 15 -17 24 -19 -20 -21 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0070761795128093871 0.012564230361522587 0.010040057437994658 -0.00066628619941325185 -0.0011739367725994822 0.0077584717495566748 -0.0013567494741521721 -0.0018167782377581175 0.0019073842126544841 0.010436571039513886 -0.0073773465047877592 0.0017571657907096288 0.0096005472633807435 0.011753487733621329 0 0.0034505271785624349 -0.0062430280297236674 -0.0015981612209917493 0.00063777508222128039 -0.0014119375950862798 -4.7100363082905118e-06 0.006101941393452175 -0.006186481493030322 -0.0073320874033667421 0.0034360483090178319 0.0075304786357342631 -0.0021908791978755668 -0.00046984100042692047 0 0.0040588523812066955 0.016310901972985726
leaf_weight=18.935939818620682 11.42748875916004 7.6871865242719641 1481.5751940310001 8.4177173376083356 22.522106811404228 21.596575304865837 29.988991618156433 9.8762845695018751 14.126327827572824 38.081147357821465 24.910508781671524 20.956836000084881 11.110492527484896 9.031363293528555 37.490587696433067 41.916817992925644 8.6874161362647992 816.80411896109581 436.14759147167206 9.151423364877699 41.500347137451172 9.3871279358863813 16.947447746992111 9.342378646135332 25.302923455834389 9.499972388148306 7.2264835238456717 32.691636383533478 34.905323311686516 13.905378416180609
leaf_count=89 46 31 6820 34 91 87 121 40 57 154 101 89 45 37 167 181 37 3670 1957 37 167 38 69 38 106 42 32 132 141 56
internal_value=-4.73905e-05 0.0043742 -0.000121572 -7.72838e-05 0.00158083 0.00409905 0.000506808 -0.0016715 0.00135017 -0.00524648 0.00251075 -0.000254743 -0.000316142 0.0059819 -0.000364369 -0.00145113 -0.000119648 -0.00019828 -0.0010049 0.00588093 0.00112327 0.00362893 -0.00167222 0.00602661 0.00488865 0.00413986 0.00664611 0.00179652 0.00724933 0.0115883
internal_weight=3281.15 51.8063 3229.34 3210.41 304.659 88.1674 216.492 101.224 53.2667 47.9574 115.268 2905.75 2868.07 20.1419 2847.92 515.555 2332.37 2298.38 473.638 23.2778 92.7454 50.8875 41.858 66.5708 33.9903 37.6833 28.1833 40.3788 58.1531 23.2478
internal_count=14712 209 14503 14414 1231 356 875 409 215 194 466 13183 13020 82 12938 2305 10633 10490 2124 94 375 205 170 269 143 163 121 163 235 94
is_linear=0
shrinkage=0.0106442


Tree=171
num_leaves=31
num_cat=0
split_feature=86 47 108 94 99 110 4 103 147 111 131 4 2 40 19 134 135 133 4 111 90 104 121 141 90 140 135 7 39 135
split_gain=15.2381 9.26072 10.6226 7.5917 9.25587 8.16945 11.5949 10.1703 9.80372 9.12713 8.44008 7.8765 7.25004 7.45395 7.26515 8.7672 6.95564 6.90471 6.87027 6.85428 12.6987 10.1856 6.45629 7.21573 6.50648 12.7371 7.01027 10.8505 9.37583 8.21766
threshold=3.3717607973421928 2.0650000000000004 2.5000000000000004 16.050000000000004 0.53589743589743599 7.9500000000000011 1488.0284480710791 0.8005000000000001 0.44938700955042282 2.5500000000000003 0.61250000000000016 1554.1944221118063 34.387923438421247 3.0250000000000004 1.0000000180025095e-35 0.053500000000000013 0.46200000000000008 2.4145000000000003 1580.5554702427175 7.0500000000000007 0.07958333333333327 0.31250000000000006 0.47200000000000003 -1.0000000180025095e-35 0.18958333333333327 1.0000000180025095e-35 -0.13799999999999998 -7.1066019065150376 0.24923597995918498 -0.69449999999999978
decision_type=2 2 2 2 2 2 2 2 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 12 22 -5 6 7 9 11 -6 -10 -7 -3 14 -14 -16 -9 -12 -13 20 -8 -21 23 -1 26 -26 27 29 -29 -24
right_child=-2 2 -4 4 5 8 19 16 10 -11 17 18 13 -15 15 -17 -18 -19 -20 21 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0012268182861381082 0.0031480759410420136 -0.0022226729679378126 -0.0072963986064980132 0.0022526174904684577 -4.7071285537728475e-05 -0.00017430837725187305 -0.0032841384032052698 0.00080458045733943059 -0.0050810431141774777 0.011758974390778033 0.0017077628155041978 -0.0067237255465713722 -0.0045680912705597871 0.0084611070358490432 -0.0012044615873612139 0.0082473482108447408 0.011901011588157205 -0.0077382965821315179 -0.0018501883894233668 0.006851617278122008 0.0036318233746960586 -8.0545712489726637e-05 -0.0020669668270652366 0.010865543746266519 -0.0046802262008456517 0.007812313787536814 -0.00092507860307316277 0.001490347495193138 -0.0023405367826275659 0.0047581080532016198
leaf_weight=7.9264793694019344 174.67330904304981 191.29332841932774 36.247025653719902 317.70968164503574 7.6273147314786902 248.42650453746319 104.67607662081718 71.765473768115044 23.878920361399651 29.027111917734146 306.33488044142723 46.894679725170135 24.686145648360252 14.409813165664671 23.848875537514687 18.623141720890999 7.4214708954095832 8.6694402396678907 145.75660939514637 36.298151329159737 41.096662119030952 62.487772226333618 22.555064380168915 11.929895371198652 84.592789396643639 9.8215045332908613 813.2590224891901 148.66834133863449 139.20949552953243 100.6569105386734
leaf_count=37 713 994 191 1384 34 1099 465 317 106 130 1330 210 128 75 122 95 33 37 647 160 181 277 100 53 380 43 3629 656 628 452
internal_value=8.74983e-05 -8.12534e-05 -0.00183148 0.000108442 0.000642853 0.000185164 0.00151687 0.0042949 -0.000416731 0.00901603 0.000925823 -0.00147201 -0.00106707 0.00151442 0 0.00269293 0.00197705 0.00141448 -0.00309096 0.000158083 -0.00126239 0.00236041 -0.000465819 0.00550997 -0.000563752 -0.00326955 -0.000346527 0.000772498 -0.000325711 0.00342356
internal_weight=3280.47 3105.8 309.108 2796.69 1458.07 1140.36 360.4 115.841 779.961 36.6544 338.883 441.078 272.861 81.568 67.1582 42.472 79.1869 315.004 192.651 244.559 145.773 98.7859 1338.62 19.8564 1318.76 94.4143 1224.35 411.09 287.878 123.212
internal_count=14706 13993 1605 12388 6410 5026 1597 514 3429 164 1473 1956 1414 420 345 217 350 1367 857 1083 646 437 5978 90 5888 423 5465 1836 1284 552
is_linear=0
shrinkage=0.0106442


Tree=172
num_leaves=31
num_cat=0
split_feature=86 98 123 53 147 31 31 77 122 31 145 122 100 3 3 131 134 104 122 137 104 3 1 6 130 147 16 105 41 4
split_gain=14.913 8.67496 11.6405 10.8776 9.32632 7.95081 10.8518 10.0695 8.95016 8.03941 12.8207 7.85516 11.6213 11.3246 11.0192 14.4792 8.84754 8.28031 8.10532 7.94622 7.68657 7.55083 8.71143 7.52225 7.39552 7.73234 7.38357 7.35021 8.62817 9.18195
threshold=3.3717607973421928 0.69397993311036799 2.1290000000000004 2.2550000000000003 0.39965962962395968 0.13853769992383855 0.27724034825433125 0.7238095238095239 2.0250000000000004 0.14337101747173689 0.50025000000000008 1.3550000000000002 1.3650000000000002 1512.222105637901 1390.0226097287593 1.3875000000000002 0.69450000000000001 0.6755000000000001 1.1025000000000003 12.950000000000001 0.5675 1564.820821824746 1462.9309242811999 1487.7978236184711 1.2360000000000002 0.45056500727216336 1.0000000180025095e-35 1.2885000000000002 1.8250000000000004 1487.0946791738945
decision_type=2 2 2 2 2 2 2 2 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 27 4 -3 8 7 -7 20 10 -9 12 13 18 -13 16 -16 23 -6 -15 21 26 -23 -14 -4 -26 -5 28 29 -1
right_child=-2 3 24 5 11 6 -8 9 -10 -11 -12 14 17 19 15 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0010655478225426035 0.0031137887792667433 -0.0044390027858874203 0.00059263823679776471 -0.0017836790996287025 0.00034678097744889324 -0.0041763617414574562 -0.0078462962130866464 0 0.0071849430008905039 0.00013709505576425503 0.015627953117703812 0.01086766037846202 0.0010035146414733953 -0.005955697213661652 0.0019416392656495124 -0.002206406456717735 0.010496755175745793 0.0035322136693451962 0.0062725072443156711 0.0021896970978260077 -0.006334487473006834 0.0088355859802895891 -0.0016387391577036587 -0.0080000769191329018 0.012998580669042964 0.0023199488846147782 -0.0070843919849786175 -0.0022786892594849934 0.00089746390886337544 -0.0021193174136596429
leaf_weight=164.06633204221725 174.71673798561096 45.567417547106743 31.728087529540062 123.80492615699768 87.005656078457832 57.503013491630554 22.099550783634186 11.616590037941934 8.7389983385801298 250.23895132541656 10.236384093761442 14.03395566344261 10.871610671281813 41.249152183532715 245.82553841173649 102.29696795344353 15.298652082681654 10.466182366013525 40.217390507459641 17.923006489872932 77.369962498545647 13.633598670363424 23.269926145672798 48.774687439203262 18.497341871261597 18.03263121843338 43.440286234021187 122.37774027884007 1168.3496951460838 261.03016231954098
leaf_count=776 713 207 135 605 391 277 104 55 40 1186 48 59 48 186 1054 434 65 46 177 81 378 65 116 217 78 76 211 535 5105 1238
internal_value=8.64206e-05 -8.05183e-05 0.000399851 -0.000736987 0.000187767 -0.00173222 -0.000618314 -0.000101838 -0.00304575 0.000720696 0.00692338 0.000536877 -0.000874588 0.000464104 0.00152387 0.00113417 0.00248305 -0.00458317 0.00230248 -0.00331117 -0.0034006 -0.0022373 0.00194656 -0.0061831 0.0047183 0.00801442 -0.00322322 0.000221942 0.000420577 -0.000865434
internal_weight=3280.28 3105.56 1784.08 1321.48 679.53 641.952 351.694 329.595 290.258 272.092 21.853 633.963 256.508 186.395 377.455 363.421 261.124 70.1125 127.223 59.1722 281.519 204.149 36.9035 59.6463 68.2581 36.53 167.245 1715.82 1593.45 425.096
internal_count=14706 13993 7943 6050 2965 3085 1670 1566 1415 1289 103 2758 1146 835 1612 1553 1119 311 568 267 1375 997 181 265 289 154 816 7654 7119 2014
is_linear=0
shrinkage=0.0106442


Tree=173
num_leaves=31
num_cat=0
split_feature=49 108 41 94 95 31 119 123 130 77 114 85 30 30 132 44 1 26 36 119 112 102 42 77 137 108 149 147 8 96
split_gain=9.37614 10.3063 7.13332 7.56913 9.76273 10.3985 11.1558 9.10743 9.06948 8.8631 8.54474 8.14463 12.0571 8.88291 8.34553 10.0943 7.96583 7.78492 12.41 9.72178 9.40435 8.29759 8.19516 8.21317 7.80891 7.90837 7.64362 7.27469 10.6684 7.23384
threshold=3.8250000000000006 2.5000000000000004 3.3650000000000007 17.550000000000004 -1.0000000180025095e-35 0.12168037602820211 1.1000000000000003 0.94850000000000001 1.5280000000000002 0.099999999999999964 1.4645000000000004 -0.15669467787114846 0.093395638629283462 0.20463493199713673 2.1835000000000004 8.5450000000000017 1590.5208865380105 0.50866071428571435 1.7750000000000001 1.3665 0.38200000000000006 1.5205000000000002 2.4250000000000003 1.4833333333333336 7.0500000000000007 1.0000000180025095e-35 0.53433908520280893 0.4574957770270271 1.9666666666666668 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 2 2
left_child=2 -2 3 9 17 7 8 -6 10 -1 -7 12 -11 29 -13 16 -16 19 -19 24 -21 -22 -20 -24 26 -26 -5 28 -8 -14
right_child=1 -3 -4 4 5 6 27 -9 -10 11 -12 14 13 -15 15 -17 -18 18 22 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.010571085311255965 -0.00093744736802645263 -0.0071432521853950163 0.0087886167365190549 -0.0057493922987539303 -0.0024591514749229284 0.011470762743267079 0.00028141604861422776 0.0070415592628667754 0.0019513019213774267 0.0054614042400515563 0 -9.3021307025907915e-05 -0.0065490952127265729 0.00059936039626718981 0.0087790556173739671 -0.0023229286519388125 0.0010805699366451909 -0.0053813694739560988 0.0094448782282764709 0.0037701256861188207 -0.00086295417877702289 0.0057006282188807053 0.00099512023520304861 -0.0036091435327176261 0.0064574809214245129 -0.00035491458645142926 0 0.0032910261637744045 -0.005786597342255422 -0.0010875529484376287
leaf_weight=9.3501707315444929 257.5996271520853 35.566089391708374 11.155040666460989 53.191130995750427 11.78245075047016 26.347091898322105 116.2004247456789 71.763263493776321 101.12643718719482 20.019353806972504 8.2811113893985731 1430.0309398621321 80.864718839526176 48.524698123335838 36.625465601682663 24.990461423993111 32.046538114547729 64.238865628838539 9.8686193823814374 173.30946658551693 135.23654916882515 25.910401746630669 129.11224418878555 65.32085807621479 24.703244104981422 77.770714700222015 54.802878767251968 50.578004568815231 44.261238798499107 49.373610123991966
leaf_count=43 1336 188 45 248 52 116 500 312 430 94 37 6352 370 214 157 109 136 280 42 761 596 110 571 288 111 349 239 214 187 219
internal_value=8.56359e-05 -0.00172611 0.000266979 0.000231507 0.000866689 0.00216536 0.00131343 0.00557608 0.0036976 -0.000218625 0.0084944 -0.000156337 -0.00218519 -0.00310021 0.000101463 0.00318286 0.00533926 0.000166766 -0.0013006 0.000909142 0.00204631 0.000127276 0 -0.000497743 -0.000848086 0.00118495 -0.00287436 -0.000170503 -0.00132698 -0.00455918
internal_weight=3279.95 293.166 2986.79 2975.63 1243.8 430.34 346.794 83.5457 135.755 1731.83 34.6282 1722.48 198.782 178.763 1523.69 93.6625 68.672 813.465 268.541 544.924 334.456 161.147 204.302 194.433 210.468 102.474 107.994 211.04 160.462 130.238
internal_count=14706 1524 13182 13137 5443 1848 1484 364 583 7694 153 7651 897 803 6754 402 293 3595 1181 2414 1467 706 901 859 947 460 487 901 687 589
is_linear=0
shrinkage=0.0106442


Tree=174
num_leaves=31
num_cat=0
split_feature=35 55 112 99 3 9 111 36 99 8 151 137 55 145 137 149 5 35 122 4 34 3 13 144 93 2 34 89 105 141
split_gain=12.5054 10.9426 10.6806 10.1477 14.2587 10.5575 9.95809 9.04983 8.96953 8.54422 15.1124 10.5873 10.0629 12.0327 8.39601 9.22207 8.33452 8.90828 7.94117 7.69188 10.6855 10.3535 7.90369 10.6571 7.77464 7.59043 7.48498 7.40977 7.22677 7.10257
threshold=4.6350000000000007 2.0350000000000006 0.22750000000000004 0.46410256410256417 1498.9840743223963 1.9666666666666668 5.2500000000000009 9.7150000000000016 0.40588235294117653 1.4083333333333334 0.97700000000000009 6.8500000000000005 1.3950000000000002 0.69700000000000017 7.7500000000000009 0.5124309890665032 1468.0445750974293 2.8950000000000005 2.0955000000000008 1392.3840192275375 1.3350000000000002 1503.4657274102235 0.70833333333333337 -0.0015499999999999999 20.550000000000004 -195.96209467972389 2.2950000000000004 0.67000000000000015 0.75450000000000006 0.59750000000000003
decision_type=2 2 2 2 2 2 2 2 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 4 14 16 18 -2 29 -7 11 -11 13 -12 15 -1 17 -5 -4 20 -18 -22 24 -24 -21 -19 -16 -17 -10 -6
right_child=2 -3 6 5 8 9 -8 -9 28 10 12 -13 -14 -15 26 27 19 25 -20 22 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002836292123441836 0.0024259046340697438 -0.0035215231289318282 -0.0076979039586144559 -0.001935102741718714 0 -0.0028071875836887784 0.002162546260181602 0.0099341890689152376 0.00019647930041639754 0.019530643868458927 -0.00042282554726979452 0.0005617858728571059 -0.0032948233972215687 0.0089241437928674252 0.003888466617511284 0.0020262009819924502 -0.008152041700577508 0.0015996084283754438 0.0013919055898435702 -0.00014745445281096214 -0.0041906817817793764 0.0024377973976674521 0.0084285553015197249 -0.0049703392870181868 0.0013763844927634473 0.017914729688324967 0.011242291651561038 0.012697678641001343 0.0094436309388836251 -0.0050166958648527795
leaf_weight=33.607058465480804 53.922922059893608 106.20422278344631 24.678916975855827 7.9101138710975674 102.89873676002026 299.57942245900631 130.76923598349094 32.194169223308563 29.03644098341465 7.3299917578697196 58.145036965608597 8.3489961773157102 89.974863186478615 20.465585395693779 59.625446915626526 45.066685155034065 29.78960907459259 7.6818786412477538 16.509378030896187 1327.3231381773949 52.645567804574966 52.564536824822426 7.0521209985017768 60.593126073479652 526.14966058731079 8.622456088662144 25.947406485676765 9.9002990871667844 16.374900162220001 47.595428824424744
leaf_count=156 221 560 102 38 457 1344 534 131 128 32 243 36 405 86 264 198 129 34 67 6074 244 239 33 282 2289 38 114 43 71 209
internal_value=2.38303e-05 -0.000163898 0.00227616 -3.87931e-05 0.00160478 -0.000280079 0.000673411 0.00535466 -0.000316002 -0.00169689 5.12917e-05 0.010099 -0.00082094 0.0018771 0.0038258 0.00137405 4.44005e-05 0.00625454 -0.00379972 -2.36319e-05 -0.0024839 -0.000779266 0.000143793 -0.00341837 0.00027946 0.0108713 0.00624091 0.00413917 0.00376197 -0.00161624
internal_weight=3298.51 3040.43 258.075 2934.23 370.052 2564.18 171.958 86.1171 195.906 483.844 184.264 15.679 168.585 78.6106 174.147 88.574 2080.33 24.2144 41.1883 2056.12 135 105.21 1921.12 67.6452 1853.47 16.3043 85.5729 54.967 45.4113 150.494
internal_count=14801 13746 1055 13186 1640 11546 703 352 865 2146 802 68 734 329 775 397 9400 110 169 9290 612 483 8678 315 8363 72 378 241 199 666
is_linear=0
shrinkage=0.0106442


Tree=175
num_leaves=31
num_cat=0
split_feature=35 112 111 99 143 7 137 127 98 114 122 13 144 145 49 28 119 5 122 15 142 5 28 124 11 143 99 40 27 144
split_gain=12.2469 10.4508 9.74191 8.87769 9.56581 10.9872 10.6538 11.7018 8.07739 8.53385 7.79083 7.72819 11.4793 7.24241 7.88711 7.3729 7.21473 8.40699 12.0184 7.52615 7.1361 9.15643 8.41915 9.65568 8.83238 10.057 7.39228 8.39546 7.30493 7.16278
threshold=4.6350000000000007 0.22750000000000004 5.2500000000000009 0.46410256410256417 -1.6164999999999998 -13.039766609679303 7.0500000000000007 0.7320000000000001 0.31666666666666671 0.9285000000000001 2.0955000000000008 0.70833333333333337 -0.0015499999999999999 0.99265000000000014 3.8450000000000002 4.2361111111111116 1.9000000000000001 1466.5421517391289 0.89750000000000008 0.22500000000000003 -0.27649999999999991 1488.3543375690667 4.3166666666666673 1.3665 2.0333333333333337 0.79500000000000015 0.40588235294117653 1.6950000000000001 0.52816666666666678 -0.0010499999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 10 4 -1 6 -6 -8 -2 -10 -3 13 -13 14 16 -15 17 18 -5 -18 22 -22 23 29 25 -24 27 -23 -28 -7
right_child=1 2 -4 11 5 20 7 -9 9 -11 -12 12 -14 15 -16 -17 19 -19 -20 -21 21 26 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.010084648338408719 -0.0017128295606694921 -0.0076241496412402564 0.0021390589766660871 0 0 0.0075441805273295621 -0.0019340549173836705 0.010410540899761466 -0.0018257367423652111 0.0081717783337972808 0.0013769977862414227 0.007723174034373525 -0.0048725484722010742 0.010891995984163839 -0.0021903384456435165 -0.00029118145379444744 0.0075814106497071095 8.245463230121305e-05 0.018266318534030136 -0.0015637387304463458 0.0091939748579484247 0.0008812284051095664 0.013702284563428153 0.0087014607910910046 -0.0026144633462041791 0.0004268408207686508 0 -0.0048172265380297778 0.011156254757451871 -0.0037907921422402672
leaf_weight=13.93577755987644 13.33787842094898 24.652567178010941 130.79772934317589 7.7458397895097715 39.407056018710136 6.8441490828990927 9.547067463397978 37.854668587446213 9.4810820370912534 63.324073925614357 16.510475620627403 8.5681989341974241 78.515643626451492 13.213290169835092 235.51721614599228 10.021218612790106 10.079532369971274 1838.595208466053 7.0274735540151596 446.35677576065063 8.6144174784421903 38.179757282137871 18.816865682601932 11.332318320870398 8.5920842438936216 12.437247171998022 29.821363002061844 95.291772648692131 7.9803019911050788 45.792806193232536
leaf_count=61 55 102 534 35 175 30 43 164 39 258 67 40 367 60 1228 44 45 8219 31 1964 38 165 83 49 37 55 133 435 35 210
internal_value=2.37207e-05 0.00225253 0.000666222 -0.000162054 0.00134368 0.000986598 0.00430053 0.00770289 0.00529735 0.00672573 -0.00375889 -0.000383985 -0.00351277 -0.000273823 -0.000331719 0.00561702 -0.000137664 0.000152483 0.00815755 -0.0013388 0 -0.0013097 0.00219449 -3.69677e-05 0.0060402 0.00875518 -0.00189926 -0.00310856 0.00209302 -0.00211762
internal_weight=3298.19 258.104 171.961 3040.09 384.448 370.512 86.8088 47.4017 86.143 72.8052 41.163 2655.64 87.0838 2568.56 2545.32 23.2345 2309.8 1853.37 14.7733 456.436 283.703 179.888 103.815 63.9693 39.8462 31.2541 171.273 133.472 37.8017 52.637
internal_count=14801 1055 703 13746 1713 1652 382 207 352 297 169 12033 407 11626 11522 104 10294 8285 66 2009 1270 806 464 289 175 138 768 600 168 240
is_linear=0
shrinkage=0.0106442


Tree=176
num_leaves=31
num_cat=0
split_feature=35 55 112 56 99 9 56 151 8 111 51 143 7 137 127 123 13 45 122 118 93 5 131 35 105 118 142 5 142 56
split_gain=11.9799 10.6368 10.2079 12.77 9.74319 10.2245 10.5416 9.61098 12.4387 9.53041 9.33108 8.7704 9.50995 10.2175 9.54034 8.54662 7.86715 10.728 7.64356 7.46332 7.0616 10.5082 7.23279 6.90788 7.49709 6.73958 8.31728 9.45072 7.39712 6.63573
threshold=4.6350000000000007 2.0350000000000006 0.22750000000000004 1.4550000000000003 0.46410256410256417 1.9666666666666668 2.1250000000000004 0.97700000000000009 1.4083333333333334 5.2500000000000009 1.1050000000000002 -1.6164999999999998 -13.039766609679303 7.0500000000000007 0.7320000000000001 2.1025000000000005 0.77500000000000013 1.3050000000000004 2.0955000000000008 2.2250000000000005 20.550000000000004 1468.0445750974293 0.78900000000000015 5.1650000000000009 0.25850000000000006 0.77500000000000013 -0.27649999999999991 1489.5157533463737 -1.2929999999999999 1.6650000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 11 15 7 8 -7 18 -8 -1 13 -13 -15 16 20 -18 -4 -5 21 -6 -22 24 -11 -14 28 -28 -27 -9
right_child=2 -3 9 19 5 6 10 29 -10 23 -12 12 25 14 -16 -17 17 -19 -20 -21 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0099530787774289604 0.011248812794284619 -0.0034748139773804797 -0.0075512335601123489 0 0.0074308509005932364 -0.0019068161367217468 -0.0020513390564910793 -0.0010726653969091917 0.011648060230251039 0.01541217776978706 0.004511844131775463 1.9408630896492259e-06 -0.0052292441549380017 -0.0011411573800029977 0.010113118507872469 0.0060061016814796104 -0.0053225984438589561 0.0076515096880504846 0.0013622519544909419 0.0085616396465138314 -0.0013017960553453843 -0.00041945630247105278 0.0017071455036099649 0.00010942055733793372 0.0031779114594428998 -0.0021148832312407584 0.011037443325625474 -0.0013055054705181912 0.004975342876335955 -0.0041606590777105617
leaf_weight=13.969515249133108 27.937786132097244 105.93576920032501 24.625818982720375 42.948721364140511 19.47994689643383 18.465090349316601 43.689678177237511 141.29366220533848 12.061947137117384 7.5968983322381964 52.402336031198502 38.483719795942307 23.195928305387497 8.979400694370268 37.342172011733055 26.921067416667938 58.089106872677803 7.6444423198699942 16.511546537280083 15.283935174345968 109.1768257021904 1406.8902528434992 451.93248988687992 82.409923359751701 40.818808510899544 19.408177852630615 7.2663915157318106 150.39472337067127 71.230687454342842 215.50415596365929
leaf_count=61 114 560 102 176 89 83 178 654 53 31 220 170 108 40 161 116 268 39 67 62 482 6446 1960 335 168 86 32 667 315 958
internal_value=2.35967e-05 -0.000160135 0.00222785 0.00523669 -3.68707e-05 -0.000273485 -0.00166853 -0.00246151 0.00310532 0.000659114 0.0014186 0.00157298 0.00121497 0.00433314 0.00770497 4.56747e-05 -2.73663e-05 -0.00365416 -0.00371852 0.00217212 8.73064e-05 -0.000304889 0.00110299 0.00211584 0.0053143 0.000202324 0.000751993 -0.000670084 0.00334138 -0.00296721
internal_weight=3297.89 3039.76 258.133 86.1704 2933.82 2563.55 483.417 387.325 30.527 171.963 96.092 370.271 356.301 84.8053 46.3216 2080.13 2053.21 65.7335 41.1374 58.2327 1987.48 1426.37 561.109 130.826 48.4157 271.496 248.3 157.661 90.6389 356.798
internal_count=14801 13746 1055 352 13186 11546 2146 1748 136 703 398 1640 1579 371 201 9400 9284 307 169 238 8977 6535 2442 534 199 1208 1100 699 401 1612
is_linear=0
shrinkage=0.0106442


Tree=177
num_leaves=31
num_cat=0
split_feature=35 38 27 146 27 85 10 131 134 89 86 41 98 77 40 35 89 11 133 113 3 103 27 121 89 149 101 29 6 44
split_gain=9.70364 10.3318 9.04944 10.8257 10.2564 8.9457 12.8297 9.76548 11.653 11.4042 9.68761 9.29531 11.0546 10.1937 18.1392 8.93513 8.73209 10.6964 11.026 9.85796 9.80253 8.31469 8.11116 7.72328 11.5983 7.61506 7.52386 7.08443 8.33025 7.46904
threshold=4.205000000000001 0.15637447901033646 0.45527777777777784 0.014850000000000002 0.50050000000000006 -0.23288056206088992 1.3785714285714288 0.84500000000000008 -0.62549999999999983 0.45000000000000007 2.6099033816425128 2.0250000000000004 0.60990338164251223 1.0333333333333337 3.1950000000000007 3.5050000000000003 0.25000000000000006 1.6214285714285717 0.78900000000000015 0.68150000000000011 1579.2625119395727 0.82250000000000012 0.44527777777777783 1.6460000000000001 0.85000000000000009 0.54246508583276387 2.1000000000000005 5.6833333333333345 1506.3429279359127 8.6450000000000014
decision_type=2 2 2 2 2 2 2 2 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 22 4 -4 6 -1 8 -7 -9 -8 12 13 -11 -15 25 19 18 -18 27 -20 -19 -3 24 -14 -12 -27 29 -29 -10
right_child=1 2 3 -5 -6 7 10 9 16 11 15 -13 23 14 -16 -17 17 21 20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0051524688851256224 -0.001824762492879385 0.0008492764852482314 0.0067797888189663705 -0.0024167076892234293 0.0017783282332608059 0.0047954435053424432 -0.0036036329859313165 -0.00018242419011544863 -0.0014647344641280341 0 0.0057555594576605236 -0.0002702309416580413 0.0053573007427485334 0.010607357761958956 -0.0021908019859410706 0.011181286915337957 -0.0091352140507091183 -0.0026869451304251612 0.0011590073033299431 -0.0051315840801418756 -0.0055372360264921705 -0.012137015129442623 -0.0080625541400779262 -0.0017488675170986259 -0.00041571192511398328 0.0017982871102952889 -0.0087369519640835957 0.012331069613484028 0.00094227877961757856 0.0027282054358322744
leaf_weight=99.859210699796677 79.63626104593277 66.070333257317543 102.58712647855282 28.412243187427521 97.977785214781761 33.088247641921043 44.706246972084045 1578.9244697540998 247.92768892645836 24.63167417049408 20.740980982780457 167.24889287352562 83.408604219555855 56.862944766879082 14.462905511260031 12.057891190052031 20.778657168149948 23.656823739409447 88.081565752625465 49.769747331738472 33.865826919674873 25.908863440155983 13.786517649888991 60.238284543156624 68.866807788610458 15.752303659915926 13.094667449593542 10.503355115652083 31.953173577785492 58.547115117311478
leaf_count=474 326 274 421 118 403 148 217 7113 1177 113 92 706 382 251 69 50 102 108 415 229 156 118 57 273 326 67 56 46 142 256
internal_value=-5.5857e-05 0.00151939 0.0024157 0.00349857 0.00438884 -0.000271609 -0.00241022 -0.000103059 -0.00127194 0.000246872 6.5946e-05 0.00169377 0.00279264 0.00582626 0.00786514 0.00289737 -0.00162939 -0.00350644 -0.00192854 -0.000697781 -0.000614556 -0.00783835 -0.000557875 0.00137348 0.00267754 0.000671446 -0.0026203 -3.52958e-05 0.0040069 -0.000629504
internal_weight=3273.41 388.47 308.834 228.977 200.565 2884.94 206.211 2678.73 624.081 2054.64 106.352 475.72 308.471 95.9575 71.3259 61.6458 590.993 192.292 142.726 398.701 121.947 49.5657 79.8569 212.514 152.275 49.588 28.847 348.931 42.4565 306.475
internal_count=14685 1599 1273 942 824 13086 956 12130 2897 9233 482 2120 1414 433 320 265 2749 899 673 1850 571 226 331 981 708 215 123 1621 188 1433
is_linear=0
shrinkage=0.0106442


Tree=178
num_leaves=31
num_cat=0
split_feature=86 89 89 48 120 105 86 149 39 53 30 134 102 36 34 132 11 2 4 142 134 110 89 90 106 9 86 94 99 27
split_gain=9.4762 11.8186 27.0114 10.2935 10.1169 9.27476 8.94993 16.5249 7.69523 11.7466 10.6494 9.88106 11.7443 9.40673 9.13426 10.087 8.05318 10.2278 7.48478 7.31565 7.22138 6.99083 6.97744 6.99837 6.91014 7.67707 6.71224 6.67031 8.19275 11.2293
threshold=2.8019607843137257 1.0000000180025095e-35 0.19000000000000003 3.0150000000000001 3.1340000000000003 1.1615000000000002 2.3937969924812035 0.54150293202056043 0.42976513239726083 2.1650000000000005 0.14478221415607984 0.12900000000000003 2.1485000000000007 4.8550000000000013 1.6250000000000002 0.7320000000000001 1.767857142857143 16.704301001216212 1410.2541385387422 -0.33899999999999991 0.49450000000000005 6.1500000000000012 0.37000000000000005 -0.084999999999999937 0.95450000000000013 1.6214285714285717 3.0987804878048784 20.550000000000004 0.74456521739130443 0.49950000000000006
decision_type=2 2 2 2 2 2 2 2 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 -1 6 -4 24 11 10 22 12 18 14 -13 -16 17 -17 -2 -7 -15 -3 -10 -24 25 -8 -18 28 29 -21
right_child=8 2 5 -5 -6 19 7 -9 9 -11 -12 13 -14 20 15 16 26 -19 -20 27 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-9.2971556405639663e-05 -0.001832358766249468 -0.0044393273472867851 -0.0027104763748796818 0.0064022454853361124 0.0098442586289901133 -0.0064552869127091992 0 -0.0033221360923328283 0.0043271835082225631 -0.0058686992045070292 0.0048248229983405338 -0.0055066406045173721 -0.0054032360579871893 0 0.011798801635550358 0 0.011787791517891506 -0.0095025797222141588 0.0034555818112525414 0.0013902170858121241 0.0093693147684403202 -0.010991008610738965 -0.012546557607398243 0 0.010782077003123284 0.0049407420062631841 -0.00059818520053126769 0 0 0.019831312202999545
leaf_weight=1917.5492089092731 30.642745554447174 63.195340722799301 226.71575900912285 28.595985263586044 11.671901434659956 6.6828761994838706 112.18739978969097 98.528678059577942 7.1178681552410152 42.563530385494232 39.64037324488163 49.56891193985939 19.100254312157631 20.806171789765358 7.7802436649799338 39.540137410163879 8.9296321421861666 18.272935122251511 335.3293692022562 7.8564987927675309 16.5810207426548 33.168157383799553 11.634857863187793 7.711933791637418 10.254465401172636 51.176493704319 7.8612365871667853 20.833987504243851 11.086907669901846 10.509738922119139
leaf_count=8635 131 296 1118 115 48 31 521 436 30 190 163 211 79 86 34 171 39 80 1422 36 68 155 50 33 47 234 33 93 53 47
internal_value=-5.53909e-05 -0.000347114 -0.00158873 6.11407e-05 -2.7412e-05 -0.000665822 -0.00114621 0.000118377 0.00107706 -0.00146311 0.00121483 0.00159388 0.00254088 -0.000497593 -0.00188797 0.000161957 -0.000910976 -0.00291492 0.00298415 0.00335652 0.0041289 -0.00680329 -0.00379597 -0.0073269 0.00213131 0.00152407 0.00536397 0.00486911 0.0081325 0.0125141
internal_weight=3273.09 2610.01 652.196 1957.82 1929.22 555.833 498.863 272.147 663.081 108.669 66.105 554.413 385.072 169.34 131.953 82.3842 74.6039 57.8131 365.972 56.97 37.3872 96.3635 26.4647 19.3468 173.618 163.364 16.7909 50.2871 29.4531 18.3662
internal_count=14685 11865 3067 8798 8683 2616 2356 1238 2820 466 276 2354 1632 722 568 357 323 251 1553 260 154 451 113 83 802 755 72 229 136 83
is_linear=0
shrinkage=0.0106442


Tree=179
num_leaves=31
num_cat=0
split_feature=35 146 85 10 30 89 15 80 28 120 141 85 130 91 132 119 1 147 1 126 137 101 132 92 34 34 110 8 79 120
split_gain=9.39503 9.22852 8.70058 12.565 7.48192 8.46013 8.58745 7.73769 7.67594 6.59617 7.58387 6.64218 7.66521 7.50619 6.73442 12.6671 8.50343 6.70165 6.53592 6.50319 7.27881 6.49439 12.2878 7.38143 6.46728 8.3131 8.0456 7.84559 7.72911 6.44076
threshold=4.205000000000001 0.0098500000000000029 -0.23288056206088992 1.3785714285714288 0.19157801418439713 0.19000000000000003 0.90000000000000013 0.084468226489000764 2.683333333333334 2.7640000000000007 0.9085000000000002 0.015416666666666601 2.4365000000000001 -0.34041666666666665 0.61250000000000016 1.2915000000000003 1473.2238518144552 0.4574957770270271 1784.4794370022498 1.4145000000000001 20.050000000000004 2.2900000000000005 2.9500000000000006 -0.48999999999999999 1.9750000000000003 2.1050000000000004 3.1500000000000008 1.5166666666666668 2.531887164040779 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 2 2 2 2
left_child=2 4 3 -1 5 6 8 -7 -2 10 18 13 -13 -12 15 -15 -16 -14 21 20 -10 22 -4 -23 27 -26 -27 28 -5 -25
right_child=1 -3 9 24 -6 7 -8 -9 19 -11 11 12 17 14 16 -17 -18 -19 -20 -21 -22 23 -24 29 25 26 -28 -29 -30 -31
leaf_value=-0.005096631607167155 0.0076983742291788894 -0.0017899371947826699 0.00014475008953649114 -0.0083977168888340909 0.004504730025710754 0.0025488746067280923 0.0039118984786891348 0.014081447772501327 0.00036695994409176221 0.0043300673272844217 0.0080093633129168749 -0.0061934771633803554 0.0091684715581533075 -0.0026350762217496066 -0.0058476467378466178 0.013460823931503309 -0.00078544934459184141 -0.0047677457856323798 0.0068137861104035835 -0.0070407444857718401 -0.009583793238735247 -0.011164091773601318 0.012280669350849944 -0.002490468772321586 0.01391230321898604 0.0061056580580504654 -0.0022866883695448997 -0.0071786228853248308 0.0052438710981546482 0.0021042493654820581
leaf_weight=99.608332931995392 8.1505086421966535 74.666929945349693 1995.4410545378923 6.162256762385371 114.57311284542084 44.613156780600548 39.197604402899742 8.7385702729225141 59.727275490760803 37.357969686388969 10.290487289428709 58.436436966061592 7.8156292438507062 10.598247557878496 45.031902775168419 9.9848523288965207 281.63005103170872 6.8945863544940948 16.222279459238052 29.417060688138008 9.4181041717529279 9.4742963314056379 9.5272402316331846 135.58623085916042 6.5765323638916007 21.130451530218124 31.519724249839783 23.589410975575447 17.298686563968658 44.033928260207176
leaf_count=474 34 308 9114 30 468 183 161 36 248 156 45 261 33 50 201 45 1258 30 69 122 39 42 41 598 30 96 145 106 75 187
internal_value=-5.47581e-05 0.00149508 -0.000267159 -0.00237807 0.00231008 0.000995528 -0.000263134 0.00463448 -0.00189502 -0.000100974 -0.000167627 -0.0014611 -0.00441769 -0.000826881 -0.00111896 0.00466328 -0.00151542 0.00192338 7.96648e-05 -0.00279479 -0.00083666 2.50924e-05 0.000207651 -0.00185509 7.11866e-05 0.00250621 0.000882183 -0.002771 0.00121354 -0.00130566
internal_weight=3272.71 388.502 2884.21 205.885 313.835 199.262 145.911 53.3517 106.713 2678.33 2640.97 430.682 73.1467 357.536 347.245 20.5831 326.662 14.7102 2210.29 98.5624 69.1454 2194.06 2004.97 189.094 106.277 59.2267 52.6502 47.0504 23.4609 179.62
internal_count=14685 1599 13086 956 1291 823 604 219 443 12130 11974 1923 324 1599 1554 95 1459 63 10051 409 287 9982 9155 827 482 271 241 211 105 785
is_linear=0
shrinkage=0.0106442


Tree=180
num_leaves=31
num_cat=0
split_feature=86 85 85 120 144 1 141 77 29 11 130 30 98 56 41 46 0 122 123 53 28 130 90 142 142 142 14 86 79 31
split_gain=14.0969 17.0666 12.3117 8.53743 8.39106 7.82931 7.37449 7.91687 7.28838 6.91234 6.83031 8.57518 6.74001 9.56183 11.0733 9.00662 8.86656 9.57469 7.32721 7.46903 7.31707 6.43216 8.74883 7.77129 7.38188 8.39655 8.93226 7.08989 7.61559 6.66814
threshold=2.6172161172161177 -0.25830845771144278 0.072307692307692267 2.7890000000000001 0.00035000000000000005 1415.2991293736106 0.72600000000000009 0.69047619047619058 5.2928571428571436 1.9309523809523812 1.7640000000000002 0.11635871296591267 0.69782608695652182 2.1250000000000004 2.5250000000000004 3.4750000000000005 1536.3727528904435 1.1465000000000003 2.1290000000000004 2.4350000000000005 1.267857142857143 1.6835000000000002 0.043749999999999956 1.6965000000000001 1.2070000000000001 0.32850000000000007 0.70833333333333337 3.6120401337792649 2.9233292619089171 0.10394805194805197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 12 6 -6 7 -4 9 -5 11 -1 18 14 15 -14 17 -15 20 -20 -3 22 23 24 25 27 -27 28 -2 -23
right_child=21 2 4 8 5 -7 -8 -9 -10 -11 -12 -13 13 16 -16 -17 -18 -19 19 -21 -22 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0082206285135952937 0.0032582554724145335 -0.0059932229352182495 0.0076492443707813053 0.0054205903919609198 0.0020638139404401839 -0.0077013751815731314 0.0064192109827184256 -0.0047698694328121797 0.011542462100726599 -0.005485082283341893 -0.009952373105116024 0.00036545616292677109 -0.00073855559675949523 -0.0035361192983034821 0.0044181162865573696 -0.0035161802695981791 -0.0019438103702601273 0.0073238581906417731 0.0064257701912329582 -0.0052693584865517286 0.00041709514680799488 -0.0032109691090816948 0.0044584973461978122 -0.0079618536096250445 0.0092020609396589927 0.0012903671110278076 -0.0059915769110471737 0.0089891428315362499 -0.00083149380827980506 0.00085726691027002133
leaf_weight=20.088415339589119 122.48742876946926 20.352062121033669 6.4342157691717139 18.743334800004963 9.3055248111486417 54.147891730070114 13.445590808987616 35.367873832583427 13.106855809688566 9.509895592927931 24.987235605716705 32.214033827185631 625.55053672194481 10.081058919429777 38.750307068228722 173.67181220650673 28.107038110494614 45.743206083774567 40.427659958600998 6.3135439455509177 1218.1666265875101 52.502918377518654 136.79695177078247 9.8746116459369642 13.824504777789114 39.408935099840164 34.118840932846069 16.558535024523735 83.378351524472237 329.52061268687248
leaf_count=105 546 88 31 78 43 258 63 167 54 39 120 158 3000 43 157 761 117 190 168 30 5462 225 594 42 59 172 148 67 356 1390
internal_value=0.000128248 -0.000276704 -0.000111467 6.0323e-05 -0.00345402 -0.00610394 -0.00022061 -0.0026073 0.00485306 0.00137842 -0.00520184 -0.00273169 -2.47343e-05 -0.000723742 -0.00107577 -0.00135526 0.00266586 0.00517475 0.000468493 0.00462158 0.000303285 0.00132138 0.00217776 0.00116888 0.00149381 0.00109829 -0.00194595 0.00215181 0.00155089 0.000270689
internal_weight=3282.99 2444.51 2367.23 2248.52 118.701 63.4534 55.2477 41.8021 41.3601 28.2532 77.2897 52.3024 2207.16 921.904 837.973 799.222 83.9313 55.8243 1285.26 46.7412 1238.52 838.472 456.448 319.651 309.777 295.952 73.5278 222.424 205.866 382.024
internal_count=14731 11132 10749 10187 562 301 261 198 171 117 383 263 10016 4268 3918 3761 350 233 5748 198 5550 3599 1984 1390 1348 1289 320 969 902 1615
is_linear=0
shrinkage=0.0106442


Tree=181
num_leaves=31
num_cat=0
split_feature=86 85 85 120 148 30 98 131 99 40 105 127 35 133 21 30 111 84 138 99 7 26 26 40 53 126 55 10 102 134
split_gain=13.7976 16.7448 12.055 8.3514 6.62911 8.47993 6.5989 7.18331 9.13908 13.6394 6.6722 10.029 6.62656 6.79355 8.23008 6.43845 6.76854 12.0197 6.10759 5.95557 5.92084 5.95007 5.84257 6.4232 10.3776 9.64734 11.8288 10.9252 7.81105 8.88658
threshold=2.6172161172161177 -0.25830845771144278 0.072307692307692267 2.7890000000000001 0.28892252608904478 0.13359580052493439 0.69782608695652182 2.1340000000000003 0.71008403361344552 2.9450000000000007 0.38950000000000007 0.52800000000000014 4.9050000000000011 2.0500000000000003 0.81666666666666676 0.079286500078579264 7.5500000000000007 0.011458333333333301 8.5000000000000018 0.46410256410256417 37.127404857069799 0.50211111111111129 0.33633333333333337 3.3450000000000002 2.1450000000000005 2.2930000000000006 1.405 1.5166666666666668 2.1120000000000005 0.46200000000000008
decision_type=2 2 2 2 2 2 2 2 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 18 3 6 22 -6 7 10 9 -9 11 -3 13 -8 -15 -4 -17 -18 -1 -12 21 -5 -2 28 25 26 -25 -28 -24 -30
right_child=4 2 15 20 5 -7 12 8 -10 -11 19 -13 -14 14 -16 16 17 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.0075274185109616516 0.0089460562325875976 0.0089230517253428791 0.004619809654150599 0 0.013416282068611316 0 -0.00060123540364508652 0.013897790336113339 -0.0027994381737206859 -3.5599784456273102e-05 0.0032597967876056527 -0.0012352242666599494 0.0028380617832739516 -0.0050032916821318545 0.0032473273910408043 -0.0059488591721970525 -0.004618518876283677 0.0090063629399983018 -0.0008880600457945257 0.00048520828692793605 0 0.011337851983191165 0.0017030976284925889 -0.0036912829488696779 -0.0043277873021408545 -0.0041861589448230095 0 0.0147738669669202 -0.0053914691826695291 0.0071095703841613078
leaf_weight=48.016224548220634 11.028725251555441 11.171965226531027 9.1710225045680982 9.0392457097768801 11.707525312900545 12.478475987911223 770.33011694252491 17.943661272525791 10.765439152717589 11.667667940258978 101.53050610423088 350.66006672382355 54.436839371919632 81.995604738593102 14.834811881184576 75.934210687875748 22.580060213804245 10.851043820381163 29.1052156239748 781.67096164822578 14.471995919942854 17.875441208481789 646.72291089594364 10.300262019038199 61.175920188426971 17.382066711783409 10.270849257707598 15.772539272904394 34.567735567688942 7.3016895055770865
leaf_count=239 48 52 45 38 51 56 3610 76 46 50 450 1576 223 370 65 360 108 49 144 3498 59 74 2768 43 277 72 44 66 144 30
internal_value=0.00012688 -0.000273823 -0.000110256 5.95799e-05 0.00130706 0.00688515 -2.45278e-05 0.000463363 0.00489984 0.00805332 0.000311059 -0.000892578 -0.000716405 -0.000951639 -0.0036309 -0.00342021 -0.00419036 0 -0.00515781 0.000816048 0.00479827 0.00776707 0.00112855 0.00100819 -0.0012742 0.00200753 0.00525848 0.00920103 0.00140428 -0.00296079
internal_weight=3282.76 2444.05 2366.93 2248.39 838.709 24.186 2207.01 1285.41 40.3768 29.6113 1245.03 361.832 921.597 867.161 96.8304 118.536 109.365 33.4311 77.1214 883.201 41.3867 26.9147 814.523 803.494 114.902 53.7257 36.3437 26.0434 688.592 41.8694
internal_count=14731 11132 10749 10187 3599 107 10016 5748 172 126 5576 1628 4268 4045 435 562 517 157 383 3948 171 112 3492 3444 502 225 153 110 2942 174
is_linear=0
shrinkage=0.0106442


Tree=182
num_leaves=31
num_cat=0
split_feature=86 85 85 122 40 125 100 130 30 3 40 90 53 89 121 31 31 24 105 149 91 131 90 89 103 6 1 4 89 30
split_gain=13.5059 16.438 11.8105 7.41262 9.17049 7.81706 6.98521 6.74359 8.44955 6.68236 8.28748 8.01841 8.0872 12.5636 7.87385 7.81445 8.39239 11.8746 8.26717 7.30853 7.88656 8.81521 7.06745 10.552 8.30223 8.19426 10.1517 8.04087 7.56377 6.93809
threshold=2.6172161172161177 -0.25830845771144278 0.072307692307692267 2.3415000000000004 1.655 1.5500000000000003 2.9000000000000004 1.7640000000000002 0.11635871296591267 1492.3493117245605 3.2350000000000008 -0.71708333333333318 2.3450000000000002 0.97000000000000008 2.1340000000000003 0.11499338826162137 0.14884825039563918 0.61250000000000016 0.39850000000000008 0.56872619447711881 -0.30291666666666656 1.8945000000000001 0.004166666666666651 0.49000000000000005 1.2825000000000002 1492.2223236672146 1524.3378517894519 1555.0270930733359 0.39000000000000007 0.19526212503504348
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -5 -6 8 -1 10 19 -11 -13 15 -12 -14 18 -18 -17 22 -21 -22 23 29 27 -25 -27 28 -24 -2
right_child=9 2 -4 4 6 -7 -8 -9 -10 11 14 12 13 -15 -16 16 17 -19 -20 20 21 -23 24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0081314312686398844 0.0093348302130823024 -6.3467920011193497e-05 -0.0033875538908278483 0.011138469207362917 -0.0025537202879155627 0.0016343743369762419 0.0068271273951281044 -0.0098488831841105039 0.0004142929631029879 -0.010825712189098776 0.00098056647021334091 0.0015535481236785714 -0.0049079692701501122 -0.0097402791594042182 -0.0076891746963795591 0.011915347197156078 -0.0028360261630617622 0.0083106561628943313 0 -0.0031779991045674627 0.0049638198053105174 -0.0020316980957393515 0.004432583619301652 -0.0057719895416189016 -8.5828332788807557e-05 0.00922665815354606 -0.0030161522441812722 0 0.016909665631962879 0
leaf_weight=19.962602630257607 33.209256172180176 2154.9569893479347 118.37454563379288 21.772126838564873 36.279899165034294 23.390584021806717 11.903925061225889 24.841234013438225 32.154309988021851 6.9015414118766776 60.198065668344498 348.02044512331486 30.501886397600174 18.050078988075256 14.510183706879614 14.234183549880983 55.703447461128235 13.281537920236586 11.914638340473173 30.55410298705101 69.478028282523155 26.398229137063026 11.07860326766968 18.850420340895653 8.0412869900464994 15.618987634778025 13.34765240550041 7.2854440808296195 20.735621869564056 11.002405434846876
leaf_count=105 143 9798 562 89 155 95 50 120 158 30 264 1455 139 84 62 63 250 59 54 129 292 111 48 84 35 69 59 32 90 47
internal_value=0.000125563 -0.000270938 -0.00010898 5.89722e-05 0.00299797 0.00644845 -1.84006e-05 -0.00511527 -0.00265769 0.00129302 0.00245075 0.000481808 0.000661859 -0.00142487 -0.000562865 -0.000146684 0.00126959 -0.00053788 0.00643927 0.00333792 0.00136959 0.00292826 0.00505069 0.00314924 0.00854013 -0.00010356 0.00322302 0.0105825 0.0128946 0.00690463
internal_weight=3282.55 2443.64 2366.68 2248.3 93.3465 45.1627 48.1838 76.9581 52.1169 838.916 340.308 498.608 491.706 143.686 74.7082 125.636 95.1338 68.985 26.1488 265.6 126.43 95.8763 139.17 92.0287 47.141 47.8171 28.9666 39.0997 31.8142 44.2117
internal_count=14731 11132 10749 10187 389 184 205 383 263 3599 1465 2134 2104 649 326 565 426 309 117 1139 532 403 607 402 205 212 128 170 138 190
is_linear=0
shrinkage=0.0106442


Tree=183
num_leaves=31
num_cat=0
split_feature=30 114 30 5 90 11 6 50 141 49 41 126 150 40 1 95 145 8 135 127 104 92 90 12 40 30 4 5 8 138
split_gain=10.8532 10.4646 9.26373 8.57319 7.70938 8.13285 10.9025 9.12263 11.3212 8.1549 7.98743 7.63521 8.00766 7.53213 8.21317 7.75035 14.5128 10.7902 9.10474 8.34166 11.383 8.32101 7.5178 7.39144 8.04773 7.85579 8.01482 7.58331 7.09096 7.09054
threshold=0.15694376924323447 2.4500000000000006 0.15121164744967755 1483.1623606050186 -0.65249999999999997 2.4476190476190482 1485.6997522019785 1.2050000000000003 -0.87399999999999989 1.0000000180025095e-35 2.0850000000000004 1.0500000000000003 0.54301613104914359 5.5250000000000012 1587.9134150364364 7.4999999999999991 0.94975000000000009 0.44761904761904764 -0.1055 0.84500000000000008 0.57150000000000001 0.61125000000000018 -0.31541666666666662 0.36666666666666675 3.5450000000000004 0.089197312588401675 1560.9408957765024 1498.647780110467 0.81666666666666676 2.5000000000000004
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 2 2
left_child=1 13 3 -3 -2 7 9 22 10 -7 -9 -5 -13 15 -15 18 17 -17 23 20 -19 29 -6 24 27 -25 -27 -1 -21 -20
right_child=4 2 -4 11 5 6 -8 8 -10 -11 -12 12 -14 14 -16 16 -18 19 21 28 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0036027174127892534 -0.0049637638446732042 -0.0032634482051666644 -0.0054127168759090958 0 0.0038622237243655755 0.0083707990695918826 -0.0054834699308381318 0.013083793012226431 0.001460733357851064 -0.00093391763557779941 0.0029625243136255385 0.011609426211078222 0.0029427951276648928 0.012814272183559133 0.00094910816030879678 0.012675851050227959 0.015057492852053628 0.015046349885136159 -0.0045527791441301669 -0.0055416695367743246 0 0.0047458609825461262 -0.0002410606168307619 0.0037359184255963238 -0.0027819227554870267 -0.0040725890765128366 0.0013743351734775489 -0.00048246575778938561 5.7044905697958503e-05 -0.0015835969423437812
leaf_weight=138.1313251554966 26.352928102016449 13.991234377026556 12.89375965297222 21.31281903386116 54.987397909164429 13.652133405208586 52.885973066091537 16.823806002736092 743.88937422633171 43.307995364069939 26.384463861584663 28.072637632489204 28.449041783809662 8.7701055258512479 37.400136262178421 7.7868165969848624 8.088488042354582 9.2077792584896105 109.54545637965202 31.073289111256599 12.137869805097578 20.543947160243988 615.81429520249367 25.040738329291344 44.761435359716415 110.21947015821934 38.907385632395744 75.454870462417603 126.67963787913322 763.17635880410671
leaf_count=633 115 64 55 94 250 58 225 72 3127 183 110 125 121 38 159 36 36 42 515 142 55 93 2850 121 208 516 181 341 561 3537
internal_value=5.99569e-05 -0.000535737 0.00270014 0.00395357 0.000691211 0.00079296 -0.00196789 0.00100818 0.00178617 0.00111202 0.00714623 0.00538568 0.00743289 -0.00075869 0.00343017 -0.000892764 0.0010605 0.000398556 -0.00118793 -7.6649e-05 0.00610236 -0.00180215 7.96548e-05 5.63489e-05 0.00122214 -0.00161265 -0.00258112 0.0021104 -0.000979247 -0.00196832
internal_weight=3265.74 1671.64 104.719 91.8257 1594.1 1567.75 109.846 1457.9 787.098 56.9601 43.2083 77.8345 56.5217 1566.93 46.1702 1520.75 194.974 186.885 1325.78 179.099 21.3456 893.266 670.802 432.515 258.348 174.168 149.127 213.586 157.753 872.722
internal_count=14663 7673 459 404 6990 6875 466 6409 3309 241 182 340 246 7214 197 7017 872 836 6145 800 97 4145 3100 2000 1182 818 697 974 703 4052
is_linear=0
shrinkage=0.0106442


Tree=184
num_leaves=31
num_cat=0
split_feature=86 99 89 150 86 143 89 41 55 91 86 31 42 9 35 121 23 136 106 38 47 148 105 134 10 138 104 141 92 7
split_gain=13.1887 11.0928 10.892 22.8811 18.4485 11.6777 10.4399 10.1544 10.0983 9.16182 9.10082 10.1632 8.79573 9.25975 8.76461 8.50978 9.13399 9.37719 10.8074 11.1835 9.35768 10.0191 10.1276 8.5095 13.6105 8.39426 11.011 12.3267 8.17664 15.1123
threshold=2.7470930232558142 0.42261904761904762 1.0000000180025095e-35 0.54565303691941258 1.9186507936507939 -0.48449999999999993 0.75000000000000011 1.6850000000000003 1.7450000000000003 -0.15374999999999991 2.2709790209790213 0.15412895927601808 1.9350000000000003 1.591666666666667 2.7950000000000004 0.56350000000000011 3.4142857142857146 29.050000000000004 0.68150000000000011 0.29393202200613622 2.0250000000000004 0.2645079041305457 0.86750000000000005 -0.16149999999999998 1.8916666666666668 8.5000000000000018 0.32150000000000006 -0.81349999999999989 -0.10374999999999994 1.9613683382643787
decision_type=2 2 2 2 2 2 2 2 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 14 8 4 -4 -6 9 10 15 25 -7 -12 13 -10 -2 -1 20 18 19 -18 21 -17 -23 -8 -25 26 -3 -28 29 -9
right_child=1 6 3 -5 5 7 23 28 12 -11 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0063957993682445613 -0.0018628200442768563 -0.0065065559762142837 -0.0067329474642613338 -0.0056384681211713054 -0.0026583484701382669 -0.0066527955221359876 0.0021888157894474087 -0.0022055194357798345 -0.00078611223793374275 0.0030246536701120028 0.0065945874606304789 -0.0051970078497824753 -0.0017326975864852363 0.011418341655823939 0.006594730086067712 0.00047147204028098505 0.0031317053526228045 -0.0050533737682348931 0.00054514039987699203 0.011519388157233797 0.011704252656052084 -0.0027125818104950976 0.0017981097171602645 -0.0002773537014818787 -0.0073624061059122756 0.0029616168646114361 0.0099043732446589799 -0.0019639114166501857 0.0041688410560701931 0.0062219872531905102
leaf_weight=27.444002941250801 15.076703071594237 39.809318795800209 47.867185160517693 123.75028043985367 114.0027559697628 30.425481647253036 62.571341976523399 81.958728939294815 13.361218482255937 264.47400191426277 18.808284848928452 14.14801377058029 410.96489171683788 12.152987405657766 70.021641403436661 815.5674684792757 121.55755089223385 19.696466907858849 178.25262479484081 23.018391653895378 7.5844414085149756 258.67729772627354 69.202928885817528 108.59318727254868 44.798213347792625 55.796675562858582 12.994332477450369 39.635613054037094 129.32744736969471 34.02326937019825
leaf_count=121 65 170 245 557 545 163 267 388 59 1126 90 67 1997 52 292 3581 525 86 766 100 37 1174 304 470 193 236 55 170 605 157
internal_value=5.94147e-05 0.0013411 -0.000294979 -0.00155798 -0.000462578 0.000222675 0.00083279 0.00132066 8.31209e-05 0.00183429 -0.00239673 0.00121413 -0.00133755 0.0046159 0.00497302 0.000497708 0.000382306 0.00190927 0.00236657 0.00453971 -6.2973e-05 -0.000150201 -0.00172855 -0.00103251 -0.00241496 -0.000218711 -0.00225187 0.000767005 0.00232391 0.00017622
internal_weight=3265.56 713.771 2551.79 594.311 470.561 422.694 628.673 308.691 1957.48 412.71 63.3818 32.9563 436.479 25.5142 85.0983 1521 1493.56 342.525 322.829 144.576 1151.03 1143.45 327.88 215.963 153.391 148.236 92.4393 52.6299 245.309 115.982
internal_count=14663 3044 11619 2817 2260 2015 2687 1470 8802 1757 320 157 2108 111 357 6694 6573 1477 1391 625 5096 5059 1478 930 663 631 395 225 1150 545
is_linear=0
shrinkage=0.0106442


Tree=185
num_leaves=31
num_cat=0
split_feature=47 120 23 123 139 114 136 105 45 47 94 0 143 2 122 130 123 93 27 123 132 122 150 127 134 133 132 51 85 136
split_gain=9.42055 7.90048 8.90459 7.18973 7.78171 7.69279 8.09201 6.57295 7.76812 7.50483 10.8513 7.03872 6.74814 8.10143 5.95612 11.9085 10.0681 7.48188 13.52 8.8084 12.4892 8.6131 11.7459 8.46732 7.82257 7.31041 9.34164 7.18594 7.09053 7.04493
threshold=2.0650000000000004 0.95000000000000007 2.2678571428571432 2.2755000000000005 1.0000000180025095e-35 2.4500000000000006 3.4500000000000006 0.59850000000000014 1.0850000000000002 1.5150000000000003 22.050000000000004 1652.0394959662863 0.86450000000000016 305.9074203141202 1.7820000000000003 1.7890000000000004 1.7245000000000001 20.550000000000004 0.46612500000000007 1.5475000000000001 1.2360000000000002 1.6585000000000003 0.60458339668940508 1.3165000000000002 0.080500000000000002 2.8165000000000004 0.61250000000000016 1.0850000000000002 0.019975990396158404 18.050000000000004
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 2 2 2
left_child=3 2 -2 5 -5 14 -7 8 12 11 -11 -9 13 -8 17 -16 -17 21 -19 23 -21 25 29 -20 -24 26 -1 -18 -27 -23
right_child=1 -3 -4 4 -6 6 7 9 -10 10 -12 -13 -14 -15 15 16 27 18 19 20 -22 22 24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0034747092411641931 -1.9509208153431441e-05 -0.00028102518001928031 -0.0061658591458983274 0.0062453485208788413 -0.00039247593794862327 0.0083237444369769244 0.006980239005908143 -0.0053435956000316689 -0.00061540298942559227 -0.0001007413206413698 0.014940302921293934 0.0027646496963708213 -0.0024518207605264226 -0.0024450570528306353 0.0046061672834485029 0.0007960462788758249 0.0003793546106612003 -0.0021519218286037405 0.001250454461372264 0.0040975186275926233 -0.0039254578288629317 -0.0037485292672658761 0.0089504999360158315 0.0053617660049265926 -0.0026616969850733782 0.00012120983087237395 -0.00025353865538485574 -0.0068993978645145639 0.013183138316290959 -0.01256753910494357
leaf_weight=112.14541777968407 47.463516727089882 188.15615382790565 73.32950933277607 46.154946595430374 30.387092590332031 21.319038912653923 71.106241777539253 44.091327056288719 46.421861931681633 17.788738235831264 7.0831770896911612 14.843219935894011 11.598904252052305 10.277872234582899 84.697670921683311 504.70749159157276 22.641357257962227 119.70730912685394 142.72447723150253 35.195000752806664 56.751772567629814 84.478367656469345 12.706505924463274 105.01087830960751 11.65036804974079 14.166052743792536 1271.2243849039078 35.317542418837547 8.6216348111629468 13.467645078897474
leaf_count=520 250 972 390 195 130 90 296 185 211 80 31 61 49 42 362 2154 93 529 629 151 242 377 53 454 49 62 5758 152 36 60
internal_value=5.87707e-05 -0.00170555 -0.00383762 0.000246701 0.00347306 0.000157303 0.0019635 0.00130902 0.00274542 -0.000955113 0.00376088 -0.00312342 0.00453615 0.00566101 -6.31811e-06 0.000876345 0.00029625 -0.000299045 0.000882365 0.00198257 -0.000740342 -0.00066099 -0.00338256 0.00303552 0.00296538 -0.000416815 -0.000522254 -0.00387496 0.00552359 -0.00506827
internal_weight=3265.24 308.949 120.793 2956.29 76.542 2879.74 244.53 223.211 139.405 83.8065 24.8719 58.9345 92.983 81.3841 2635.21 647.364 562.666 1987.85 459.389 339.682 91.9468 1528.46 122.303 247.735 24.3569 1406.16 1383.37 57.9589 22.7877 97.946
internal_count=14663 1612 640 13051 325 12726 1045 955 598 357 111 246 387 338 11681 2761 2399 8920 2005 1476 393 6915 539 1083 102 6376 6278 245 98 437
is_linear=0
shrinkage=0.0106442


Tree=186
num_leaves=31
num_cat=0
split_feature=86 85 35 105 142 143 34 2 101 144 0 144 89 126 98 101 29 89 2 26 86 102 125 45 96 9 130 130 131 116
split_gain=9.37828 9.90012 8.95296 8.32172 7.70076 7.69988 7.60467 10.2854 8.83579 8.12291 7.52219 7.07353 8.23053 8.63019 9.62115 8.72407 8.08163 7.05584 9.18392 13.1369 10.2395 8.6341 6.84812 6.62916 7.53065 7.1774 6.58672 7.09026 5.97951 6.22712
threshold=2.7470930232558142 -0.20730158730158729 4.0050000000000008 0.73650000000000004 -1.1379999999999997 -1.2274999999999998 3.0350000000000006 2.3895132067985974 1.7750000000000001 0.0010500000000000004 1574.1308387478578 0.012950000000000001 0.27000000000000007 1.2360000000000002 0.68990384615384626 0.90000000000000013 5.4722222222222232 0.17000000000000001 -2.0853154574242576 0.54527777777777786 2.864250614250615 0.82050000000000012 1.3665 1.3950000000000002 2.5000000000000004 0.099999999999999964 2.2930000000000006 1.6460000000000001 1.5280000000000002 -0.58349999999999991
decision_type=2 2 2 2 2 2 2 2 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 5 -1 -4 7 17 22 -8 -5 12 -6 14 15 -14 -15 21 19 20 -19 -2 26 25 -25 -3 27 -9 29 -24
right_child=2 23 3 10 11 -7 9 8 -10 -11 -12 -13 13 16 -16 -17 -18 18 -20 -21 -22 -23 28 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.011629543997186687 0.0012216745161890978 -0.0077359185494219529 -0.00085969914564377797 0.0043019811388856372 -0.0060561910089956634 0.00716336341153189 -0.0068744152136720358 0 -0.0043672323210294283 0.00021352224323339854 -0.0056955981385670195 -0.010742536657391564 0.019492402380980534 -0.0048821386530878835 -0.00082281646885286417 0.0025412824708325433 0.0053771959796044952 0.0076115512425800709 0.010194097811060237 -0.0051558455174748139 0.00090709158138281684 0.012180112847826689 -0.0046802594429712118 -0.0077696218132447771 0 -0.00012318661215324295 0.0039879517455412555 -0.0072341100663684639 -0.0024086240968857354 0.0039601566681492688
leaf_weight=11.898154601454733 19.505319565534592 14.178407207131384 14.257901221513746 16.583138629794121 31.817259088158607 65.434606328606606 31.500224560499191 32.437717109918594 55.905276149511337 37.334670230746269 17.020754516124725 10.754475146532057 7.052159950137141 38.586714521050453 16.043578028678894 10.121116936206816 10.382263034582136 32.478452906012535 13.498943001031874 32.392424955964088 153.08512052893639 17.763595029711723 9.4162237495183927 28.140152975916862 25.283115550875664 2359.1960962861776 14.920791953802107 31.424455091357231 26.449241757392883 95.31377911567688
leaf_count=59 83 67 58 68 158 266 138 144 238 164 69 51 35 186 83 49 48 143 57 139 654 74 41 160 138 10630 63 137 112 409
internal_value=-0.00011907 -0.000422857 0.000952825 0.00371043 -0.00321728 0.00559628 0.000417681 0.000861618 -0.000591408 -0.00287763 -0.000449667 -0.00233089 -0.00144535 0.000212021 0.00451528 0.0101132 -0.00249272 0.00233824 0.00158634 0.00100508 0.00213709 0.00672636 0.000363983 -0.000261176 -0.00397829 -0.000173086 -0.0020535 -0.00362933 0.00189585 0.00308311
internal_weight=3280.18 2563.45 716.723 113.296 136.656 79.6925 603.426 534.591 265.867 68.8349 33.6039 124.758 114.003 82.1858 33.2169 17.1733 48.969 268.724 231.455 217.956 185.564 37.2689 209.962 2426.8 53.4233 2373.37 78.783 63.8622 131.179 104.73
internal_count=14721 11664 3057 461 669 324 2596 2294 1144 302 137 610 559 401 167 84 234 1150 993 936 797 157 906 10995 298 10697 344 281 562 450
is_linear=0
shrinkage=0.0106442


Tree=187
num_leaves=31
num_cat=0
split_feature=86 85 142 135 150 118 77 127 34 27 85 135 134 142 49 105 149 119 123 29 36 104 142 93 85 11 93 42 12 85
split_gain=9.18319 9.71078 7.58859 7.46707 9.83406 9.9388 8.34197 7.61336 7.31024 9.94682 9.00301 10.6969 17.7541 9.31749 8.96854 7.82758 9.45275 7.14039 7.12337 7.03479 9.12946 9.82374 8.31477 7.85623 10.8988 6.77971 6.76193 6.628 6.60213 10.0083
threshold=2.7470930232558142 -0.20730158730158729 -1.1379999999999997 0.27100000000000007 0.60942003008724055 2.1000000000000005 0.30952380952380959 1.6835000000000002 3.0350000000000006 0.63211111111111118 -0.15205128205128196 0.062000000000000006 0.37650000000000006 1.2070000000000001 2.2950000000000004 1.0535000000000003 0.58334640781137115 1.7750000000000001 0.62850000000000017 2.3875000000000006 4.8150000000000004 1.0665000000000002 0.39250000000000007 11.400000000000002 0.018137755102040753 2.378571428571429 20.550000000000004 5.1350000000000007 1.0000000180025095e-35 -0.024355716878402846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 18 7 -3 17 9 10 -2 15 13 26 -10 28 -17 -6 -5 -8 23 22 -22 24 -21 -25 -13 -14 29 -12
right_child=8 3 -4 4 5 -7 19 -9 14 -11 11 12 27 -15 -16 16 -18 -19 -20 20 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.011561561881319252 -0.0010245824045213077 -0.0047451996650689316 -0.002308400619082396 0.0082773949032624097 -0.0050821599561234731 0.011419053661240026 -0.0031227588495605797 0.0073213551283595702 0.00079256672079644974 0.010365300736933335 0 -0.0013771689154154115 -0.010822819559027504 0.0073992611166187596 -0.0059314679963820074 0.0035137075178126647 -0.0090696302261333434 0.00466677927172875 2.7350393065318684e-05 -0.0012262138253112053 0.0013712040915401804 -0.0022009669614995054 0.0065952267717466692 0.00013909477760551243 -0.0069881435818305599 -0.003590860644315966 0.004227270302279886 0 0.0026738367571868893 0.0092873449955340991
leaf_weight=11.841030001640318 156.40877309441566 53.860457271337509 124.63818642497063 12.216853246092795 20.362471669912338 18.116200909018517 106.91522842645645 19.451758518815041 52.353330194950104 13.871403366327284 17.062584906816483 89.701723128557205 21.389711663126949 24.004703313112259 36.722032785415649 13.391157552599909 12.454124629497526 14.014435932040213 506.56829948723316 409.25022825598717 149.32946348190308 58.079818353056908 48.445354521274567 909.02373257279396 42.27546252310276 58.642761886119843 33.374718680977821 7.239368498325347 190.73945914208889 48.05922444164753
leaf_count=59 671 252 610 57 87 75 479 81 218 58 72 386 92 101 167 57 52 59 2291 1907 648 243 208 4142 205 261 139 30 812 202
internal_value=-0.000117891 -0.000418583 -0.00318809 -0.000258491 0.00077473 0.00447138 -0.000596675 0.00193819 0.000942684 0.00135736 0.0011367 0.00189867 -0.000105064 0.00132693 -0.00186168 0.00318572 -0.00214388 -0.000802591 0.000241856 -0.000465396 -0.000289517 0.00154946 0.00270389 -0.000628446 -0.00178893 -7.61058e-05 5.73389e-05 -0.0078284 0.00376508 0.00680019
internal_weight=3279.8 2563.03 136.479 2426.55 590.73 71.9449 1835.82 53.8287 716.772 627.697 613.826 457.417 175.71 147.081 89.0754 281.707 25.8453 34.3769 518.785 1781.96 1675.05 255.855 197.775 1419.19 451.526 967.666 123.076 28.6291 255.861 65.1218
internal_count=14721 11664 669 10995 2650 302 8345 227 3057 2672 2614 1943 748 626 385 1195 109 146 2348 8093 7614 1099 856 6515 2112 4403 525 122 1086 274
is_linear=0
shrinkage=0.0106442


Tree=188
num_leaves=31
num_cat=0
split_feature=86 85 35 38 137 143 40 2 85 2 26 86 26 142 1 149 149 126 102 145 45 93 40 89 90 122 85 133 141 30
split_gain=8.99199 9.52519 8.71813 8.28312 10.0681 9.77301 7.96526 9.26351 8.66102 8.09174 8.25219 8.25888 8.85705 7.47861 6.79506 7.02066 6.62665 6.50788 6.85731 6.92588 6.48746 7.66995 6.45975 12.5788 7.76022 6.30707 9.43802 9.67008 7.91262 6.32139
threshold=2.7470930232558142 -0.20730158730158729 4.0050000000000008 0.15936470734031191 7.0500000000000007 -1.2274999999999998 3.8550000000000004 2.3895132067985974 -0.16764150943396225 -2.0853154574242576 0.54527777777777786 2.864250614250615 0.49211111111111117 -1.1379999999999997 1399.139182340218 0.54513711825032585 0.58334640781137115 1.8945000000000001 2.0255000000000005 0.18255000000000002 1.3950000000000002 12.900000000000002 2.5050000000000003 0.85000000000000009 0.21874999999999997 1.8060000000000003 -0.17357142857142852 1.5635000000000001 0.64050000000000018 0.20701970443349751
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 6 4 -4 -5 7 9 -8 10 11 12 -2 -1 15 -9 -13 18 19 -7 -3 -22 23 -15 -24 28 29 -28 -16 -27
right_child=2 20 3 5 -6 17 8 14 -10 -11 -12 16 -14 22 25 -17 -18 -19 -20 -21 21 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.011494260475072673 0.0011620570015883692 -0.00016858695905132431 0.0033221228982718565 -0.0025541182121795098 -0.011142951084912346 0.015660399205419576 0.0024795842410820731 0.0089189421247703755 -0.0075022276695948624 0.0093572654541724323 -0.0027982793802668292 0.0033142450325536858 0.011941405812235449 -0.0066780602498521255 -0.001479482337140677 0 -0.00051621388033597942 0.00040132075039031232 0 0.006360879212089162 -0.008066857209633611 0 -0.0012376175665029083 0.0079030329371641561 0.010599719298898113 -0.012562548670434642 0.0073292392360295756 -0.00107177326375161 -0.0080792702247512987 0
leaf_weight=11.783890858292578 19.475862011313438 2372.944386228919 13.366746202111246 14.017551884055136 8.6190332621335966 17.962632656097412 13.156293734908102 15.189579531550406 28.141711845993996 16.878538772463799 39.442823350429535 101.47854867577553 19.951583251357079 53.089710980653763 121.59173762798309 31.847462102770805 95.20345464348793 18.098705545067787 9.5988546013832075 31.654615879058838 26.050334110856056 27.234607830643654 57.341696113348007 7.0472748875617972 7.0437931567430487 8.2428329735994357 30.134152844548225 28.245904564857483 26.687354132533073 7.8327144533395758
leaf_count=59 87 10697 54 57 35 73 58 66 125 71 169 436 87 255 530 135 402 74 39 129 149 149 288 32 35 35 126 119 117 33
internal_value=-0.000116583 -0.000414217 0.000932782 0.00365365 -0.00187135 0.00509853 0.000404503 0.000751724 -0.00406826 0.00207269 0.00158841 0.00236566 0.00688288 -0.00315901 -0.000641302 0.00296264 0.00140677 0.0066217 0.0083457 0.009939 -0.000255689 -0.00393769 -0.00228596 -0.00479487 0 -0.00144949 0.000975826 0.00308487 -0.00273808 -0.00603068
internal_weight=3279.35 2562.54 716.819 113.318 21.9858 91.3324 603.501 562.203 41.298 292.431 275.552 236.109 39.4274 136.306 269.772 47.037 196.682 77.3148 59.2161 49.6172 2426.23 53.2849 124.522 60.137 64.3855 222.735 74.4556 58.3801 148.279 16.0755
internal_count=14721 11664 3057 461 89 372 2596 2413 183 1252 1181 1012 174 669 1161 201 838 315 241 202 10995 298 610 287 323 960 313 245 647 68
is_linear=0
shrinkage=0.0106442


Tree=189
num_leaves=31
num_cat=0
split_feature=86 93 120 84 26 97 46 6 35 86 137 55 29 54 111 1 5 98 132 125 55 104 136 136 147 27 55 94 147 137
split_gain=15.5824 10.5961 12.8795 8.66884 8.6193 9.94831 8.91734 9.7542 9.26928 8.20528 8.06908 8.15835 13.6643 9.23994 7.91714 7.40131 7.22585 7.20892 7.17989 7.03448 7.60354 7.03321 9.41161 8.84088 8.69447 7.00309 9.01804 6.93538 6.74332 6.74174
threshold=4.7638888888888902 20.550000000000004 2.7320000000000007 0.019374999999999951 0.58050000000000013 1.5000000000000002 5.1050000000000013 1501.0637685633508 4.5150000000000006 2.6023255813953496 9.4500000000000011 1.7450000000000003 4.2928571428571436 1.5650000000000002 7.1500000000000012 1447.2511835896651 1487.9125620130355 0.78416149068322993 1.5280000000000002 2.1000000000000005 1.5050000000000001 0.94950000000000012 16.050000000000004 10.950000000000001 0.4519630965593785 0.51950000000000018 1.3750000000000002 22.050000000000004 0.4524781174811251 7.0500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 8 -8 9 -1 19 12 13 15 16 -12 -5 -7 -10 -3 -21 22 24 28 -14 26 -16 -28 -23 -9
right_child=-2 10 -4 14 5 17 7 29 18 -11 11 -13 21 -15 25 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00081755913269645 0.015983733865484975 0.0012561646478004343 0.0059515803548208677 0.0061374325194316175 0.0068298369857310399 0.001891160150401071 -0.0093601135757639519 0.003702439964284418 0.0059416020166236138 0.00087578670388151279 0 -0.0043483679655602356 -0.00039400053103549578 -0.0068234317719101361 0.012642253943810506 0.0058419089541067639 -0.0035241380254866727 -0.0070067711947265814 -0.00054915611365605416 0.0013050379862315968 0.0087646413767088066 -0.014518225009609568 -0.0063399805589828429 -0.0006290853075478247 0.0080383996129325137 -0.0029726052415232984 -0.0024050673544370404 0.0092712757975968937 -0.00067709909038292783 -0.0057755993011295468
leaf_weight=1363.1014386564493 6.9271135926246634 531.02550463378429 35.678268581628799 8.3676160424947721 40.994232445955276 51.972076281905174 26.060023978352547 18.257550060749054 47.318367451429367 420.17089168727398 33.985245391726494 50.113183245062828 44.415788412094116 9.1792979389429075 10.209223002195357 74.040742859244347 221.12627448141575 12.850435137748716 27.986460745334625 37.123078227043152 32.447593554854393 14.496148139238359 20.502268671989441 27.078155323863029 18.887302294373512 26.895905330777168 20.144107192754749 7.8673694729804984 7.8051979690790168 15.51320695877075
leaf_count=6390 28 2297 148 37 181 233 106 74 195 1840 146 228 191 37 44 317 999 60 115 154 140 62 88 113 80 122 93 35 33 63
internal_value=3.61297e-05 0 -0.00037347 -0.000475314 -0.00022125 0.00272387 -0.000389168 -0.00444463 -0.000252971 -0.000412693 0.00098379 -0.000412288 0.000333576 0.00301976 -0.00218533 0.0039533 -0.00312615 0 0.00339003 0.00169978 0.004935 -0.00195154 0 -0.00513903 0.00195617 0.00096929 0.00401773 0.000499801 -0.0101445 -0.000340772
internal_weight=3262.54 3255.61 2354.51 2318.84 2024.22 105.817 1918.41 59.8308 1858.58 1783.27 901.1 300.503 250.39 117.205 294.61 108.026 229.494 64.8225 75.3048 600.596 69.5707 133.185 83.8054 49.3795 63.3031 65.1166 38.2207 28.0115 22.3013 33.7708
internal_count=14649 14621 10735 10587 9257 474 8783 243 8540 8230 3886 1295 1067 500 1330 463 1036 293 310 2591 294 567 359 208 271 294 172 128 95 137
is_linear=0
shrinkage=0.0106442


Tree=190
num_leaves=31
num_cat=0
split_feature=86 93 26 46 103 35 11 98 146 111 86 23 28 131 44 29 27 29 4 3 86 149 149 6 145 23 3 112 3 98
split_gain=15.2643 10.3622 7.3189 9.84098 9.35304 9.14046 9.03321 8.76619 8.416 8.99526 8.61446 10.4706 7.92632 9.12108 7.83916 10.0373 7.73604 7.49593 7.29611 8.59141 7.28927 7.04729 6.83713 7.82882 6.99415 6.68845 6.54686 6.40759 6.30279 7.59391
threshold=4.7638888888888902 20.550000000000004 0.58050000000000013 5.1050000000000013 0.20050000000000004 4.5150000000000006 1.7238095238095241 0.7947368421052633 0.0030500000000000002 16.150000000000002 2.6023255813953496 1.6333333333333335 4.2111111111111121 1.4145000000000001 10.375000000000002 3.1339285714285716 0.54527777777777786 2.9500000000000006 1495.5843271745141 1493.1060219911917 2.886038961038961 0.50622604215781086 0.59548780782927435 1523.9907851782734 0.9658500000000001 2.4500000000000006 1444.7105794296247 0.59050000000000014 1626.3611482375306 0.52786377708978338
decision_type=2 2 2 2 2 2 2 2 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 14 8 12 26 10 21 17 -12 -5 -14 15 -4 25 -1 -7 -20 22 -10 24 28 -3 -17 -6 -25 29 -24
right_child=-2 20 4 6 7 18 -8 -9 9 -11 11 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026948720139983126 0.015825626770284203 -0.0001267501313480588 -0.003987999109118668 0.0050696575237205131 0.0093944175274168883 0.0060892042942268416 -0.0086064158992201802 -0.0074315563951715558 -0.006070723968020747 0.0072445110297119147 -0.0041435966841568183 0.001513527343763757 -0.0090805535443791666 0.0019810396860945709 -0.005101934129075174 0.0204026045395336 0.00097533074516315736 -0.00041621335394652234 0.0052520631756821827 -0.0035282143512561808 0.0030968496322228696 -0.0014927937489295484 -0.0022523007209098197 0 0.0072182701016487568 0.007635805691336605 0 0.012059025446819169 -0.0045182730964888019 0.0044639851534091926
leaf_weight=193.56777358055115 6.9218765199184409 601.64373004436493 8.5772330164909345 15.041522368788717 9.4048988670110685 42.573423907160759 32.402794137597084 16.493702754378319 67.085301414132118 9.0823362171649915 40.123030856251717 395.34194405376911 18.667677864432338 13.103475928306578 7.1756213307380667 7.3777345120906821 16.959262296557426 1193.2247668802738 21.661275953054428 30.196468234062195 153.82984215021133 107.99319684505463 24.372953712940216 7.1325490623712566 15.038133665919302 31.144541576504707 76.895895957946777 16.373854205012321 16.082549169659615 66.820324927568436
leaf_count=918 28 2633 38 61 42 175 132 79 318 41 180 1727 76 53 31 33 75 5584 89 125 637 481 103 30 66 136 341 68 67 282
internal_value=3.56856e-05 0 -0.000369473 -0.000540827 0.00171679 -0.000396443 -0.00423754 -0.000241256 -0.000553137 -0.00272952 -0.00032743 0.000968194 -0.000989348 -0.00418814 0.00468965 0.00595026 0.00767579 -0.000741833 0.00282179 0 0.000972655 -0.00330686 0.000521454 0.00273338 3.5348e-05 0.0103533 0.00101137 0.00839113 0.00139584 0.00255389
internal_weight=3262.31 3255.39 2354.09 2180.06 174.029 2100.85 79.2155 102.794 2006.42 184.161 1822.26 435.465 46.8127 31.7712 71.2344 64.0588 55.4815 1386.79 94.4312 51.8577 901.294 175.078 747.464 130.782 616.682 38.5223 86.3008 23.5064 107.276 91.1933
internal_count=14649 14621 10735 9960 775 9638 322 462 9249 840 8409 1907 190 129 313 282 244 6502 389 214 3886 799 3249 550 2699 169 383 98 452 385
is_linear=0
shrinkage=0.0106442


Tree=191
num_leaves=31
num_cat=0
split_feature=49 29 120 18 135 132 26 113 5 122 11 27 122 41 123 133 110 23 3 39 91 123 99 48 56 9 42 120 26 5
split_gain=10.4093 8.50677 7.52912 7.03183 7.71101 12.6291 6.49964 9.55734 11.2898 11.437 8.60935 6.33541 5.95407 6.00892 5.98912 5.52673 6.74689 6.78382 5.21941 8.53657 6.36311 5.18363 12.4821 9.78011 7.42844 5.90605 9.08012 11.3758 10.165 7.92525
threshold=3.8250000000000006 3.1339285714285716 2.7070000000000003 1.0000000180025095e-35 0.18900000000000003 0.78900000000000015 0.41612500000000002 0.19100000000000003 1517.8383340937337 1.0690000000000002 0.96666666666666667 0.49118055555555562 2.5855000000000006 3.2750000000000004 1.3415000000000001 1.8820000000000003 26.350000000000005 1.267857142857143 1591.6877959149163 0.20343330992976291 -0.012083333333333248 2.2755000000000005 0.7947368421052633 1.4450000000000001 1.635 1.9666666666666668 2.2650000000000001 1.1180000000000001 0.57211111111111124 1466.5421517391289
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 -3 -6 -5 8 9 -8 -11 -4 13 21 -14 16 17 -9 20 -20 -13 25 23 -23 -25 29 27 -27 -28 -1
right_child=1 3 11 6 5 -7 7 15 -10 10 -12 18 14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.0068614239288860733 -0.0052967845266044524 -0.0055132094190720043 -0.0010282821564702317 -0.005584555318554279 0.014059315614811147 -0.0025039312294984125 0.0006275848833359049 0.0044869602951982225 -0.0059344476373736658 0.02605741106989945 0.0077189935383081588 0.00071443434823570461 -0.0076623970232725658 0.0084823307706636125 0.002108715319745374 0.0095349130835512899 0.0091374757374689652 -0.0039359082305451838 -0.0080374026502733238 0.0058461364012974493 0.011381066803416266 0.015187892963626997 -0.0031795353549952457 -0.0052081032890272218 0.0055608364682479964 -0.0020464137382495522 -0.0024864623184557822 0.0038493272552143623 0.003925529645343785 0.000241022171250493
leaf_weight=20.821939647197723 65.703130766749382 57.390270680189133 21.57966822385788 15.996570527553557 6.6694984287023571 22.193310186266899 12.669676348567011 12.342528730630873 6.1065901070833197 5.9943117201328304 10.512702181935309 11.859899118542669 21.596557185053829 9.9025771021842939 8.4325725287199003 5.7726814001798621 6.1649155318737021 56.735984459519386 7.299219653010371 14.936709716916083 22.684285834431648 10.740657106041906 24.251822456717491 8.2623777091503126 34.15769051015377 64.593266680836678 320.87263590097427 83.051514223217964 29.512174710631371 2263.2272623032331
leaf_count=92 354 300 89 86 34 115 66 64 31 30 54 49 91 40 35 30 30 296 30 61 94 45 105 35 143 284 1428 354 128 10056
internal_value=3.52951e-05 -0.001907 0.000224225 -0.000839904 -0.00322547 0.000959908 0.000636102 0.00158195 0.00622245 0.00912647 0.015014 0.00348533 0.000132472 0.000185332 -0.00456913 -0.000309518 -0.00120423 -0.00227907 0.00538555 0.000816822 0.00802268 0.00015293 0.00287344 0.00583216 0.00321597 7.34594e-05 -0.000971803 0.00119893 -0.00191645 0.000305969
internal_weight=3262.04 284.252 2977.78 218.549 86.2531 28.8628 132.296 116.299 35.2833 29.1767 16.507 78.3598 2899.42 2869.39 30.0291 81.0161 75.2434 69.0785 56.7801 22.2359 34.5442 2859.49 77.4125 53.1607 42.4201 2782.08 498.03 147.645 350.385 2284.05
internal_count=14649 1490 13159 1136 449 149 687 601 181 150 84 323 12836 12710 126 420 390 360 234 91 143 12670 328 223 178 12342 2194 638 1556 10148
is_linear=0
shrinkage=0.0106442


Tree=192
num_leaves=31
num_cat=0
split_feature=47 145 98 28 142 92 135 125 23 9 27 107 130 119 144 130 44 150 86 56 133 106 52 39 113 133 143 7 2 14
split_gain=8.70796 10.9795 11.637 13.5786 11.3397 10.4021 9.28862 7.52759 7.28326 7.20418 7.15141 7.12215 11.6606 9.44433 6.88678 9.70772 6.58261 10.4654 12.0657 8.17192 7.55834 7.51144 10.9485 8.32834 7.60698 7.50653 12.8691 10.1241 8.47956 7.23377
threshold=1.3250000000000004 0.44225000000000009 0.71008403361344552 5.4722222222222232 -0.54049999999999987 0.023333333333333251 0.47100000000000003 1.4500000000000002 5.5833333333333348 0.30952380952380959 0.48894444444444446 0.77250000000000008 1.1180000000000001 0.77500000000000013 0.008850000000000002 1.0500000000000003 8.5250000000000004 0.54565303691941258 2.4749373433583965 2.0550000000000002 0.31650000000000006 0.68150000000000011 2.3950000000000005 0.40351849006649937 0.40950000000000003 0.84500000000000008 0.32850000000000007 -9.8721869189980662 -261.4698887174838 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 2 2 2 2
left_child=1 6 3 4 -3 -5 8 -6 9 -1 -8 14 -13 -14 -11 -16 17 18 -2 21 -20 22 24 -23 -19 26 27 -18 -27 -21
right_child=16 2 -4 5 7 -7 10 -9 -10 11 -12 12 13 -15 15 -17 25 19 20 29 -22 23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0070488442456364568 -0.00074185329431238046 0.0044573521010530448 -0.0035752879659723463 0.010275171218657037 -0.0052393117550294261 -0.0017672360519019016 0 0.00076747757602739443 0.0074583997101590489 0.0030106254316561872 0.0078971679452117995 -0.0080755117573503253 -0.0084462038098158197 0.0016643459726555228 0.0092571643997139911 -0.003832969374961962 0.012155153586631525 0.00012913595876973714 -0.0089661618076127408 0.0027008837884792379 0.0022410803529036203 -0.0031076245330777523 -0.0036818766543132929 -0.0090026216686280545 0.0095746674330458286 0.008511932057947029 -0.0063071815516621927 -0.0010127183616263889 0.00058251903259067689 -0.0038032828199895375
leaf_weight=11.751296445727347 890.39850568771362 35.0554408878088 100.95000915229321 26.587830320000648 53.217177629470825 9.7390635311603528 16.227416068315506 37.716234937310219 21.73499858379364 235.39862713217735 47.22212091088295 20.530457645654678 11.470070689916609 104.92707854509354 7.4867566972970954 37.198960199952126 8.7731290310621279 52.783266216516495 6.6750516742467871 62.705272927880287 243.59449124336243 141.99367319047451 82.10562427341938 37.706061333417892 12.545222103595732 15.824403703212736 46.502900972962379 22.487195134162903 823.98328506946564 27.347434535622597
leaf_count=49 4347 149 440 109 229 41 68 159 89 984 195 89 48 434 32 156 38 241 32 264 1115 636 367 170 56 68 205 99 3584 115
internal_value=3.86355e-05 0.00102434 -0.000714374 0.00100029 -0.000576524 0.00675783 0.0019354 -0.0026325 0.00136774 0.00103452 0.00580044 0.00128747 -0.00064295 0.000577883 0.00226868 -0.00140501 -0.000266609 -0.000690507 -0.000152963 -0.0021351 0.00190024 -0.00292262 -0.00104715 -0.00440295 0.0021036 0.00044165 -0.00269326 0.00234716 0.000744426 0.000609167
internal_weight=3252.64 777.214 263.266 162.316 125.989 36.3269 513.948 90.9334 450.498 428.763 63.4495 417.012 136.928 116.397 280.084 44.6857 2475.43 1557.85 1140.67 417.187 250.27 327.134 147.434 179.7 65.3285 917.571 77.7632 31.2603 839.808 90.0527
internal_count=14608 3271 1127 687 537 150 2144 388 1881 1792 263 1743 571 482 1172 188 11337 7343 5494 1849 1147 1470 664 806 297 3994 342 137 3652 379
is_linear=0
shrinkage=0.0106442


Tree=193
num_leaves=31
num_cat=0
split_feature=86 86 86 135 5 38 122 123 111 30 13 145 4 148 78 94 130 104 34 7 145 98 144 125 86 7 98 122 108 55
split_gain=8.62761 14.8397 15.2624 9.20347 10.4026 10.5036 9.30431 9.35098 8.90555 8.69951 10.1899 11.6146 8.2188 8.01756 7.62534 11.8151 10.8907 11.1413 8.76952 8.07979 10.5902 7.50115 7.53645 9.33647 10.1197 8.33303 7.63264 7.46318 7.28456 10.395
threshold=2.6023255813953496 1.0000000180025095e-35 2.0071428571428576 0.58900000000000008 1497.6169799517672 0.25255887805829141 2.3415000000000004 2.1465000000000001 5.5500000000000007 0.10301697998787142 0.29166666666666669 0.80005000000000015 1410.2541385387422 0.30672192291753003 1.0333333333333337 25.050000000000004 3.2110000000000007 0.65150000000000008 3.1750000000000003 -10.377626909274111 0.23865000000000003 0.57518796992481214 0.0040500000000000006 1.2915000000000003 2.5491935483870969 2.5996979489852952 0.6858552631578948 0.90450000000000019 1.5000000000000002 1.5150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 6 5 -5 7 9 -9 10 11 -1 -12 -3 15 16 17 18 19 20 -2 -4 23 24 26 -25 -23 -7 -6 -30
right_child=14 2 21 4 28 27 -8 8 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0029443141750141542 7.5361583534656277e-05 -0.0075177895382175196 0.001573841834799332 0.012705970744968454 -0.0017964186866230769 0.010034838685932293 0.0034873025793795247 -0.0015470809336328095 0.0063141683244161764 -0.00012527199152814755 0.011936893374889271 -0.012465270720382962 -0.00061700386944513251 0 0.0016606459395933197 0.0053029142816718123 0.009445301561931423 -0.0050514877839349 -0.0056872429363684918 -0.0011518309980952715 0.009905780174431951 0.0048190593940188103 -0.0050417385287071662 -0.0067986523461114603 0.010121014891379782 0 -0.001878810697921948 0 0.0088456882859623987 -0.0020934661731789464
leaf_weight=106.01378610730171 34.230774536728859 73.536491066217422 92.049036979675293 19.452276319265366 60.733080625534058 11.010510072112082 77.873626410961151 22.500007018446922 45.804179415106773 1418.7288827598095 6.3071058690547934 18.197003781795502 88.298297107219696 21.956870034337044 577.50663651525974 34.922801658511162 9.9907632917165738 78.968782499432564 27.095339834690094 78.90844190120697 21.700827047228813 26.985640332102776 66.480587393045425 42.417042955756187 12.800622671842573 45.165096908807755 67.445538580417633 27.573341086506844 22.406559243798256 15.305508017539976
leaf_count=500 150 362 432 82 269 51 324 97 195 6382 31 87 422 119 2470 147 41 344 119 345 94 128 316 204 60 213 337 125 93 69
internal_value=3.81659e-05 -0.000288028 -0.00203345 0.000110342 0.00258807 0.00617578 -0.00010114 -0.000271107 0.00357099 -0.000437773 -0.00241597 -0.00442362 0.000109026 -0.00583177 0.000952981 -0.000440176 -0.00128139 -0.00176981 -0.000104679 0.000939292 0.00407705 -0.000977234 -0.00191609 -0.000795592 0.00123922 -0.00340672 0 0.00261161 0.000366426 0.00412779
internal_weight=3252.37 2389.04 448.837 1940.2 156.481 58.0361 1783.72 1705.85 68.3042 1637.55 218.816 124.211 94.6054 95.4934 863.324 285.818 250.895 240.904 161.935 134.84 55.9316 353.344 261.295 194.814 107.232 87.5821 94.4312 38.5839 98.4451 37.7121
internal_count=14608 10898 2171 8727 689 258 8038 7714 292 7422 1040 587 453 481 3710 1240 1093 1052 708 589 244 1690 1258 942 525 417 465 176 431 162
is_linear=0
shrinkage=0.0106442


Tree=194
num_leaves=31
num_cat=0
split_feature=53 148 94 136 121 5 122 94 118 48 143 104 99 103 80 99 102 110 23 104 143 148 93 145 122 142 28 41 26 5
split_gain=7.71144 10.2681 14.1808 8.87435 8.18729 8.83949 8.4234 8.37409 8.02606 7.96246 7.60847 12.5279 7.56511 12.5404 8.91364 7.37124 12.2011 7.2727 7.23104 7.19615 7.72918 7.09354 6.92284 6.83077 7.12687 12.3547 10.0632 8.22463 7.35136 6.75691
threshold=2.4250000000000003 0.27350937747107446 22.050000000000004 5.1500000000000012 1.7070000000000001 1518.4315788995168 1.1625000000000003 19.050000000000004 1.5500000000000003 1.5850000000000002 -0.93099999999999994 1.0355000000000001 0.72902097902097907 0.75050000000000006 0.13143836459335737 0.60990338164251223 1.8335000000000001 2.8500000000000001 3.6333333333333337 0.84150000000000003 0.86450000000000016 0.18605733897494806 25.050000000000004 0.15075000000000002 1.4525000000000003 0.32850000000000007 5.8944444444444457 1.8750000000000002 0.38527777777777789 1523.1113607372092
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 10 3 29 5 6 7 -5 -4 -8 11 17 14 18 21 16 -12 -2 22 20 -20 -1 -14 -17 28 27 -27 -26 -25 -3
right_child=1 2 8 4 -6 -7 9 -9 -10 -11 15 -13 13 -15 -16 23 -18 -19 19 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.0020074882864986772 -7.8258700066302016e-05 -0.0040337279479586118 0.010345896642610257 -0.00064901889003398207 -0.0044559487168385958 -0.0048280300415026733 0.0076391613745728443 0.0079323710538639434 0 -0.00058314842037793799 7.3296132700722018e-05 0.0065564607792633709 0.00015611424521159165 -0.0025571608501301084 -0.010005060688242612 -0.01134844827923065 0.012682383832650112 -0.0074594366095086535 0.0056451487269637097 -0.0057292250342187868 -0.0021643529469569248 0.0011721760708118263 -0.0060408290724944975 -0.0081225083197693018 -0.010589725979478628 -0.0016224167629302869 0.010441377081237966 -0.0032512994467484434 -0.0001703429208671815 0.0070454146480475278
leaf_weight=82.509596079587936 23.788653358817101 69.607740163803101 26.010743647813797 75.763709485530853 23.699044197797775 17.630748942494392 54.649607360363007 15.223276510834692 9.6933746635913831 14.621235013008116 212.1166567504406 10.149638950824736 452.29367533326149 222.31316518783569 8.2776710540056211 8.469399616122244 9.1552477777004224 62.598070159554482 70.586252510547638 8.5307282060384733 15.828777238726614 1268.6392397284508 21.323727548122406 13.96345594525337 31.222736597061157 51.376389697194099 9.2184780985116941 53.04697473347187 303.49538074433804 6.225647270679473
leaf_count=350 115 356 124 388 114 86 266 74 46 67 1012 48 1991 959 40 41 41 307 302 36 68 5437 90 69 153 243 42 246 1467 30
internal_value=3.76359e-05 -0.000682928 0.000928169 7.72043e-05 0.0012815 0.00210485 0.00293304 0.000671438 0.00724629 0.00575218 -0.00133594 -0.00416695 0.000411703 -0.000406954 0.000895692 -0.000925882 0.000642423 -0.00554831 0.000415342 0.00310021 0.00409325 0.00097024 -0.000100738 -0.00168527 -0.00148555 -0.00345636 3.9727e-05 -0.00609477 -0.000553171 -0.00298581
internal_weight=3252.03 1101.73 313.125 277.421 201.588 177.889 160.258 90.987 35.7041 69.2708 788.601 96.5364 2150.3 790.876 1359.43 692.065 221.272 86.3867 568.563 94.9458 86.415 1351.15 473.617 470.793 462.323 144.865 60.5949 84.2697 317.459 75.8334
internal_count=14608 5335 1551 1381 995 881 795 462 170 333 3784 470 9273 3446 5827 3314 1053 422 2487 406 370 5787 2081 2261 2220 684 285 399 1536 386
is_linear=0
shrinkage=0.0106442


Tree=195
num_leaves=31
num_cat=0
split_feature=47 29 86 31 134 125 3 84 138 131 85 137 125 120 132 132 137 29 5 11 94 132 108 31 114 122 29 141 11 11
split_gain=10.8956 10.2672 9.15643 10.8018 11.3541 9.08926 8.64616 8.32144 8.07914 7.71777 7.57787 8.83709 7.26711 8.3995 7.33076 6.69339 7.87874 7.32013 7.83935 11.3742 6.6795 11.2563 10.746 8.37162 8.31138 9.25064 8.42213 7.25149 7.22333 6.63509
threshold=2.0650000000000004 3.1339285714285716 3.3618181818181827 0.24736725418468017 -0.82899999999999985 1.7750000000000001 1665.7935903007944 0.0175478468899521 5.5000000000000009 0.8660000000000001 0.048719452590420258 7.0500000000000007 0.90000000000000013 1.7640000000000002 2.7890000000000001 1.3875000000000002 23.950000000000003 3.7888888888888892 1498.647780110467 0.93095238095238109 16.050000000000004 1.8820000000000003 1.5000000000000002 0.14714904366654638 2.2915000000000005 0.71800000000000008 2.5857142857142863 -0.28449999999999992 1.1833333333333336 1.2071428571428573
decision_type=2 2 2 2 2 2 2 2 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 9 -2 15 12 10 -1 11 -4 13 -5 -14 16 17 18 19 -3 21 22 -6 -23 25 27 -27 -22 -24 -25
right_child=1 6 8 7 20 -7 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 24 23 28 29 -26 26 -28 -29 -30 -31
leaf_value=0.01259310253255801 -0.0069124577369024448 0.016722075413106108 0.0013422648325865935 -0.0076749669531416109 -0.00016388397498922445 0.0044488997774686902 0.009392103926880219 -0.0059497375125674651 0.0042796093669010323 0.0024465416559843142 0.0036423543763279436 -0.0085431247375590096 -0.00060094603431367483 0.0022219434440521276 0.0089053612388077085 -0.0045744407886084068 0.0095213852712283924 -0.0025075509839540279 -0.0012100265816284276 0.0009692589470346655 0.0090003494989263702 -0.0030936561332096371 -0.0048924352621712861 0.00078394380122964204 0.0034101901642417925 0.0070605546820612982 4.0306075160265297e-05 -0.0012399947708792644 -0.0012890619343903977 0.0067036664839225249
leaf_weight=12.623225525021551 64.402011752128601 8.5602562278509158 18.037553295493126 33.234997302293777 766.03020976483822 7.9403153955936423 8.7518608868122083 51.939347997307777 108.73145712912083 38.744388222694397 28.914784640073776 19.855781450867653 152.66173134744167 11.690398350358008 9.7778919786214811 53.714055210351944 8.8223852813243848 103.57039861381054 29.700880870223045 17.351894676685333 24.1905437707901 21.645840212702751 102.40386393666267 45.141051590442657 110.96011687815189 19.775181457400322 1121.9494065791368 9.1265837997198087 195.02831722795963 50.456694751977921
leaf_count=54 348 45 74 150 3460 42 43 229 443 168 118 82 664 50 41 279 45 543 155 91 109 96 465 199 475 87 4960 41 863 217
internal_value=-6.98875e-05 -0.00199482 0.000123956 -2.13128e-05 0.000187884 -0.00552039 -0.000842664 -0.00209327 0.00248217 0.00514425 -0.000286139 -0.0035607 -0.00107673 -0.00486606 0 -0.00129398 -0.000182713 -0.000786455 0.00223014 0.00657824 8.04177e-05 -0.000492733 -0.000845289 0.00261565 0.000614798 0.000341898 0.00017109 0.00588028 -0.00256496 0.00401814
internal_weight=3255.73 302.814 2952.92 2777.38 2518.08 72.3423 230.472 259.304 175.54 51.3676 66.8081 37.8933 207.365 44.9254 162.44 221.72 168.006 159.183 55.613 25.9122 2466.71 1180.71 1063.46 117.244 1286 1175.04 1141.72 33.3171 297.432 95.5977
internal_count=14636 1591 13045 12328 11194 390 1201 1134 717 222 274 156 905 200 705 1158 879 834 291 136 10972 5300 4788 512 5672 5197 5047 150 1328 416
is_linear=0
shrinkage=0.0106442


Tree=196
num_leaves=31
num_cat=0
split_feature=47 29 125 3 103 29 143 19 31 30 134 3 94 132 99 108 103 31 2 114 35 122 11 125 136 79 8 136 30 9
split_gain=10.6701 10.0882 8.94298 8.43853 7.65222 7.6728 7.99001 7.76218 6.99513 13.1722 9.91726 7.83137 7.76459 12.0559 11.0035 8.2999 7.86401 8.30496 7.85613 7.36458 12.0596 8.80906 7.33965 10.2153 8.1266 7.30164 9.05846 7.24641 7.09291 6.75571
threshold=2.0650000000000004 3.1339285714285716 1.7750000000000001 1665.7935903007944 0.57150000000000001 4.154761904761906 0.59750000000000003 1.5000000000000002 0.24736725418468017 0.32672684458398743 -0.82899999999999985 1489.7550344214576 16.050000000000004 1.8820000000000003 0.45804195804195807 1.5000000000000002 1.6285000000000001 0.13359580052493439 -26.347068656688403 2.1835000000000004 4.5550000000000006 0.71800000000000008 1.1833333333333336 0.77500000000000013 28.750000000000004 3.0271346066537861 1.1083333333333336 7.8500000000000005 0.18533452807646353 0.93095238095238109
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 5 6 7 29 10 11 28 -10 13 15 18 -12 17 -15 25 21 -21 -16 23 -17 -24 26 -14 -19 -1 -3
right_child=1 3 -4 -5 -6 -7 -8 -9 9 -11 12 -13 14 16 19 22 -18 27 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0 -0.0068628872706846984 0.004091380605644423 0.0043919852280537427 0.0092550129419165898 -0.0028318992130221721 -0.0023908809885062289 0.012039673639441705 0.0096546171808303775 -0.00017564400323743848 0.0026314507663245954 -0.0001725044847023763 -0.0042385112314910732 0.009766381007325341 -0.0032043478744509467 0.0056217328496860506 0.00014454138030191744 -0.005353853669424178 0.0074935477993460665 0.0015831677170378353 0.0014134646913502543 0.011491447800983011 0 -0.0014445962233807866 -0.0067339122888497088 0.010021390506980737 0.015142631924154625 -0.0001977468734679749 0.0013917822210997221 0.0080666835581920237 -0.0064364005528029259
leaf_weight=23.682532146573067 64.177926242351532 12.057769089937212 7.9575056731700888 8.7867734879255277 138.75312425196171 35.218549981713295 11.234469786286352 9.6201534122228605 96.742673054337502 68.563875019550323 802.53429621458054 139.04875458776951 18.643280133605003 15.752448990941046 32.58464203774929 32.236904174089432 11.463335260748861 53.300222188234329 87.607942059636116 86.686264261603355 16.830201908946037 1078.5577441900969 200.11516004800797 73.688824817538261 7.0815203189849845 11.13187502324581 18.797110751271248 46.06826476752758 31.690846100449562 14.693576633930205
leaf_count=103 348 63 42 43 727 184 58 49 425 286 3610 607 83 69 146 148 50 230 379 374 68 4757 882 332 31 46 83 201 135 77
internal_value=-6.89615e-05 -0.00197498 -0.00547587 -0.000833176 -0.00128058 0.00119161 0.0040623 0.00130976 0.000122747 -0.00139945 0.000301636 -0.00261606 0.000202226 -0.000399632 0.000763466 -0.000760193 0.0026953 0.00358795 0.00364309 0.000431982 0.00315335 0.00016901 -0.00223293 -0.0045415 -0.00100207 0.00714248 0.0044836 0.0047703 0.00476742 -0.00129894
internal_weight=3255.31 302.5 72.1354 230.364 221.578 82.8245 47.606 36.3715 2952.81 304.355 2648.45 235.791 2593.08 1242.24 1350.84 1115.66 126.584 115.121 136.18 1214.66 103.516 1111.14 313.122 105.926 207.197 48.5723 37.4404 99.3685 55.3734 26.7513
internal_count=14636 1591 390 1201 1158 431 247 189 13045 1318 11727 1032 11489 5553 5936 5003 550 500 591 5345 442 4903 1393 480 913 212 166 431 238 140
is_linear=0
shrinkage=0.0106442


Tree=197
num_leaves=31
num_cat=0
split_feature=47 86 31 53 3 100 100 138 103 149 145 85 137 144 94 103 132 31 4 5 122 4 108 136 46 3 86 79 79 138
split_gain=10.4498 8.95957 10.4078 8.90933 8.51501 8.16037 7.90907 7.89851 7.52652 10.0161 7.68179 7.40432 8.66796 7.16498 6.56694 8.97594 10.4787 9.0521 7.62867 9.26901 7.59289 6.88125 6.76861 7.66379 8.0055 7.68335 7.64857 8.29385 6.54607 7.38541
threshold=2.0650000000000004 3.3618181818181827 0.24736725418468017 1.7550000000000001 1661.427438652913 1.5500000000000003 0.77500000000000013 5.5000000000000009 0.5335000000000002 0.52887135189419909 0.58205000000000007 0.048719452590420258 7.0500000000000007 -0.00034999999999999994 17.550000000000004 0.8005000000000001 1.8945000000000001 0.14714904366654638 1497.7258575440653 1546.9485078239229 1.0690000000000002 1527.3841487322798 1.5000000000000002 23.950000000000003 2.8750000000000004 1506.9154244652741 3.1867732558139541 2.5365198469754549 2.5152597294757348 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 2 2
left_child=1 2 14 5 8 6 -4 11 9 -2 -11 12 -3 -10 15 16 18 -18 19 -1 -19 -20 26 24 -24 -25 27 -17 29 -15
right_child=4 7 3 -5 -6 -7 -8 -9 13 10 -12 -13 -14 28 -16 22 17 20 21 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0006338405715526972 -0.0016033311429929033 0.0013268956902825193 0.0050511549251531177 -0.0035136952592042751 0.0066531089071893111 0.0041180239715200963 -0.0047512329702985578 0.0042312496599241868 0.0014877188245408311 0.012757977764658136 0 0.0035982050582918875 -0.0084624858445108333 0.0041549660983818352 0.00082665202649850834 -0.0034988043029346612 -0.0026379395568004644 -0.0031777102083448082 -0.0028219094753581917 0.01100482747074687 0.0069537840767947409 0 -0.00013720574650824392 -0.0024176052812233573 -0.0047153475236417861 0.012392281734384314 -0.011082479737671617 0.0011514733649342212 -0.0065819348582751959 -0.0039374017082498252
leaf_weight=469.3832780867815 95.624342381954193 18.040194496512413 11.488593608140944 168.44104726612568 11.874358758330343 41.296256348490715 37.795906022191048 108.75057658553123 22.911326363682747 10.819314897060396 7.8680410683155051 28.92147670686245 19.82966148853302 15.907676756381987 1053.2124999761581 56.157911837100983 17.354065597057343 8.1843710988759977 160.40636380016804 10.147196084260939 61.202614665031433 254.78360502421856 68.087515145540237 6.7427267581224424 147.38241557776928 7.2796178907155991 7.1513384580612174 190.71750758588314 85.689392685890198 51.488582417368889
leaf_count=2103 511 74 51 739 59 175 169 443 122 54 40 118 82 82 4635 264 77 37 726 42 263 1156 310 30 642 32 31 846 448 275
internal_value=-6.8001e-05 0.000121594 -2.2075e-05 -0.00205715 -0.00195534 0.000535572 -0.00225333 0.00245433 -0.00234359 -0.000120828 0.00690375 -0.00028178 -0.00352202 -0.00372767 0.000183086 -0.000272428 0.000303543 0.00383692 -2.72819e-05 0.000875179 0.00560753 -0.00109487 -0.00146325 -0.00279262 -0.00331737 0.00452259 -0.000220977 5.11517e-05 -0.00457677 -0.00187166
internal_weight=3254.94 2952.76 2777.21 259.022 302.183 90.5808 49.2845 175.542 290.309 114.312 18.6874 66.7913 37.8699 175.997 2518.19 1464.98 981.461 86.7411 894.72 479.53 69.387 415.19 483.519 229.492 215.47 14.0223 254.027 246.875 153.086 67.3963
internal_count=14636 13045 12328 1134 1591 395 220 717 1532 605 94 274 156 927 11194 6559 4404 377 4027 2145 300 1882 2155 1014 952 62 1141 1110 805 357
is_linear=0
shrinkage=0.0106442


Tree=198
num_leaves=31
num_cat=0
split_feature=96 77 35 38 102 131 138 3 3 41 131 26 99 4 137 130 148 52 44 143 99 97 29 49 27 133 100 36 28 102
split_gain=10.5262 10.1168 10.8621 9.16624 8.82866 7.6764 8.87165 8.73232 9.43318 8.08268 13.2866 12.3368 12.4874 10.5194 12.0608 9.22031 8.07112 9.41211 7.9407 7.79781 8.23015 7.67636 7.50051 10.6166 7.43127 8.65365 7.36652 7.31806 7.18011 7.47375
threshold=3.5000000000000004 0.099999999999999964 4.4350000000000014 0.16800404562209292 0.94350000000000012 0.78900000000000015 4.5000000000000009 1542.7455188522015 1527.6996167937809 2.0250000000000004 0.47200000000000003 0.56527777777777788 0.6858552631578948 1548.7215870913069 12.050000000000002 1.6460000000000001 0.25163144129939685 3.0250000000000004 9.7800000000000011 0.52850000000000008 0.81101190476190488 7.5000000000000009 3.1339285714285716 3.7950000000000004 0.4870714285714286 0.76400000000000012 0.45000000000000007 2.2850000000000006 0.64583333333333337 0.17300000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 22 -4 -5 9 7 8 24 10 11 12 -2 19 -15 -11 17 18 -17 20 -12 26 23 -3 -7 -26 27 -8 -24 -30
right_child=5 2 3 4 -6 6 21 -9 -10 15 13 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 28 -25 25 -27 -28 -29 29 -31
leaf_value=-0.011749529518544875 -0.0062133418339743295 -0.0014302398952336106 -0.00094684014342697571 0.0066714754357137781 -0.0023151090384502713 -0.0028555915149973141 0.015612893016322274 0.0016081520140798613 -0.0068642294933447187 0.0059140414545005284 -0.0096551943795178292 0.0150893182257693 0.0081969910111168841 0.0030160334969355647 -0.009533994308517502 0.013015736357225759 -0.003988193493024564 -0.0010557502381312981 0 0.0009776108405484419 0.00047799495365570549 -0.0030302580114656224 -0.0091226250397570697 -0.0071023128343725983 0.01080201815799512 5.263612033856181e-05 0.0015968490540451217 0.0019196498736654306 0.00059857952096965372 -0.0011035161229619071
leaf_weight=9.3232700973749143 16.672325059771541 255.56583046913147 48.499054223299026 59.865987747907639 13.632875129580496 107.56447653472424 8.941532567143442 180.42608334124088 31.777647003531456 31.716688603162766 56.835370242595673 7.442821040749549 11.477278023958204 32.975223198533058 11.734223395586012 12.605493783950807 46.24671445786953 38.789288476109505 9.485454320907591 10.200204849243162 8.4995182454586011 37.856087401509285 10.760552704334257 45.877499505877495 9.1094942986965162 156.34972074627876 812.79584404826164 12.950749903917311 520.37775978446007 653.94306591153145
leaf_count=47 79 1160 199 246 56 485 40 782 140 135 268 34 53 155 54 53 197 160 40 48 40 162 50 253 40 695 3552 59 2375 3044
internal_value=-2.28085e-05 -0.000636199 -0.000565262 0.00246666 0.00486185 0.000571387 0.000913365 -0.000221589 -0.00133912 -0.000968709 -0.00264936 0.00288813 0 -0.00437572 -4.31049e-05 0.000842074 -0.000561621 0.00186897 0.00747944 -0.0068013 -0.00817636 0.00155655 -0.000821147 -0.0023283 -0.000657616 0.000707867 0.00177714 0.0079917 -0.000428927 -0.00034033
internal_weight=3270.3 1617.85 1608.52 121.998 73.4989 1652.45 1357.77 485.227 304.801 294.681 155.837 35.5924 28.1496 120.245 44.7094 138.844 107.127 60.8802 22.0909 75.5351 65.3349 872.544 1486.52 301.443 273.024 165.459 834.688 21.8923 1185.08 1174.32
internal_count=14701 7430 7383 501 302 7271 5955 2142 1360 1316 731 166 132 565 209 585 450 253 93 356 308 3813 6882 1413 1220 735 3651 99 5469 5419
is_linear=0
shrinkage=0.0106442


Tree=199
num_leaves=31
num_cat=0
split_feature=93 86 29 47 108 98 41 94 79 90 102 6 35 98 91 86 31 145 134 142 0 130 90 145 95 132 6 137 3 29
split_gain=9.94108 10.7763 9.39008 10.0483 9.63284 12.4424 12.9476 9.48631 8.8132 8.13917 8.16604 11.0073 7.9489 7.92646 9.10538 8.06465 9.72987 7.82651 7.74675 7.72549 7.65737 8.016 7.65387 7.94723 7.58182 7.53403 7.47509 7.3141 7.05924 7.29519
threshold=20.550000000000004 2.6228448275862073 3.1339285714285716 2.4250000000000003 1.0000000180025095e-35 0.78019323671497598 2.0250000000000004 16.050000000000004 2.7407640344747271 0.12541666666666668 1.0215000000000003 1499.7434893006373 4.745000000000001 0.23611111111111113 -0.2887499999999999 3.2559523809523814 0.18454070201643016 0.76495000000000013 -0.070999999999999994 2.0165000000000002 1363.7287124646175 1.2110000000000001 -0.04541666666666664 0.73450000000000015 5.9999999999999991 1.5855000000000004 1498.2554370848738 10.950000000000001 1584.4700572170175 3.5857142857142863
decision_type=2 2 2 2 2 2 2 2 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 9 12 7 -7 22 -3 10 11 26 28 -2 18 19 -17 -13 -15 -16 -9 -22 -6 -24 -18 27 -1 -14 -4 -30
right_child=13 8 4 -5 5 6 -8 20 -10 -11 -12 17 25 14 15 16 24 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0011987497200884739 0.01227064832873042 0.0028128337526336124 0.0007171117501563964 -0.010223380635936235 -0.0060196908109545096 -0.0066079058278286197 0.00042478313916871147 0.0061021549240245195 0 -0.008054069510781638 0.0017797545346351932 -0.0036193438972848178 0.014084615635028379 0.00090233529101309783 0.00066170725784932955 0.0092146790604204672 -0.0077759739162691936 -0.01233182601437998 -0.0055305054960344486 0.0065082436512434692 -0.0023198254971366849 0.00088411849130172915 -0.0026140308111805926 0.0025879533807643758 0.0055016614092258873 0 0.0096848923398089332 0.00043357729258138646 0.005408863865080756 -0.0036357590287633512
leaf_weight=128.74968898296356 7.0503778606653205 178.22929316759109 502.74680659174919 18.480057865381241 52.560584217309952 87.012005239725113 40.913074746727943 24.061212807893753 429.95380182564259 23.629985019564629 65.872470378875732 60.953061565756798 13.782821595668795 35.664183929562569 744.14669068157673 29.794969648122787 8.8001073151826876 16.88729040324688 44.929236829280853 27.095316514372826 126.18301717936993 294.59025074541569 128.38682812452316 43.131149038672447 10.800453796982763 16.696128860116005 7.4582572281360617 9.017041087150572 10.691686704754828 81.684883460402489
leaf_count=603 29 794 2339 108 255 434 176 106 1838 113 299 284 56 152 3229 121 36 81 194 114 597 1332 601 203 44 68 35 37 51 372
internal_value=-2.25454e-05 -0.000389638 -0.000816106 -0.00246548 -0.00043772 -0.00122098 -0.00427669 -0.000620912 0.000822685 -0.00195862 -0.00140658 -0.00243618 0.000529221 0.0009204 0.000819964 0.00116407 0.00537583 -0.00564429 -0.00255366 0.000880713 0.000257524 -5.17557e-05 -0.00241158 -0.00124473 0 0.00516488 -0.000525768 0.00914601 0.000203939 -0.00247535
internal_weight=3269.95 2361.67 1753.49 322.031 1431.46 796.838 127.925 668.913 608.183 303.551 279.921 214.048 634.619 908.281 901.231 820.638 49.3955 77.8404 80.5934 771.242 444.834 420.773 224.079 171.518 19.6006 39.496 136.208 22.7999 595.123 92.3766
internal_count=14701 10782 8150 1523 6627 3704 610 3094 2632 1415 1302 1003 2923 3919 3890 3544 201 365 346 3343 2035 1929 1059 804 80 161 638 93 2762 423
is_linear=0
shrinkage=0.0106442


Tree=200
num_leaves=31
num_cat=0
split_feature=96 9 35 127 27 127 55 0 29 49 138 3 107 3 31 29 28 102 94 105 1 28 151 111 9 5 4 55 144 45
split_gain=10.1482 9.95192 10.4992 7.87797 8.48336 7.25135 7.29544 7.3327 7.23774 10.3711 7.06397 8.98391 9.74143 7.37814 7.13947 7.85648 7.05648 7.22 8.08594 9.22757 8.76199 7.03118 7.60578 7.249 6.92619 13.4587 6.99658 8.21816 7.12847 6.78305
threshold=3.5000000000000004 0.099999999999999964 4.4350000000000014 1.9500000000000002 0.49950000000000006 0.38750000000000007 1.6950000000000001 1387.1746638150867 3.1339285714285716 3.7950000000000004 4.5000000000000009 1542.7455188522015 0.52250000000000008 1527.6996167937809 0.097652668256005867 5.0500000000000007 0.64583333333333337 0.17300000000000001 23.550000000000004 0.98350000000000015 1519.394159611961 2.3166666666666669 0.92500000000000016 1.5500000000000003 2.183333333333334 1511.1240615417316 1555.0270930733359 1.4950000000000003 0.0014500000000000001 1.2150000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 -2 10 -8 9 21 11 13 -13 14 -7 -16 -10 29 20 -20 -19 -3 23 -23 25 -12 27 28 -26 -18
right_child=5 2 3 4 -6 6 7 -9 16 -11 24 12 -14 -15 15 -17 17 18 19 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.011677394269759318 0.0089530362330899806 0.0016894161217752778 0.0038829399768318278 -0.010124370189098042 0.0018793141419605115 0.0061859876649397001 0.0077931543410125073 -0.00099476000862146695 -0.0090529406091322349 -0.0070234623387505895 0.0030884517669837312 0.0092999496016720595 0.00068222503553790027 -0.0069890236713810562 -0.0029641539179468524 0.001523646239830952 0 -0.0003647836059949333 0.0038528672033888434 -0.0032172287228978747 -0.0031015551545883753 -0.0013895280089200705 -0.0030586776196052691 0.012150644665438847 0.0053469384129742267 0.00012683055453137319 -0.0053033608300475056 -0.0052646631145512679 -0.0026829550489050513 0.003199133680092549
leaf_weight=9.2723399847745878 11.730517283082007 59.838465392589569 95.86097477376461 10.447174444794657 15.715510576963423 14.551026195287703 10.846234887838362 393.16423323750496 10.727015763521193 45.597891598939896 417.77366779744625 17.048477530479431 150.26912443339825 26.11942395567894 131.38881342113018 63.158095389604568 427.78680473566055 310.62175203859806 69.319357946515083 28.476543873548508 245.01257334649563 8.232783764600752 179.70922102034092 7.541357919573783 39.42347027361393 310.8466984629631 31.049606710672379 18.854214400053024 16.404288187623024 92.741629347205162
leaf_count=47 54 262 394 43 64 63 51 1838 50 253 1816 72 643 113 577 272 1909 1452 314 128 1150 37 827 34 166 1320 133 84 69 466
internal_value=-2.21355e-05 -0.000624747 -0.000554472 0.00242564 -0.0025129 0.0005611 0.000494713 -0.000732865 -0.000806313 -0.00228846 0.000904165 -0.000231578 0.00162302 -0.00159542 -0.000871499 -0.00145329 -0.000420979 -0.000333167 -0.00108391 0.00168688 -0.00159047 -0.00140174 -0.00240164 0.00441864 0.00146468 0.00183935 -0.00101803 0.000623134 0.00279951 0.0005891
internal_weight=3269.53 1616.9 1607.63 122.024 26.1627 1652.63 1640.9 404.01 1485.61 300.92 1236.89 402.535 167.318 235.217 209.098 194.547 1184.69 1173.96 653.43 97.7959 555.634 255.322 195.483 15.7741 834.352 728.62 105.732 74.682 55.8278 520.528
internal_count=14701 7430 7383 501 107 7271 7217 1889 6882 1413 5328 1740 715 1025 912 849 5469 5419 3044 442 2602 1160 898 71 3588 3136 452 319 235 2375
is_linear=0
shrinkage=0.0106442


Tree=201
num_leaves=31
num_cat=0
split_feature=47 99 84 131 24 26 133 86 23 132 104 93 30 53 133 42 41 106 89 20 92 34 121 100 41 42 133 105 135 56
split_gain=12.4198 12.788 10.0902 8.50687 12.1734 12.2958 10.1488 9.88108 8.95496 7.96913 7.54145 7.46774 11.5613 10.4035 12.9634 10.2563 9.82028 9.11755 8.0907 8.18647 7.32423 6.94496 6.91432 6.77009 6.66306 6.70289 10.0468 6.45956 6.5308 6.44362
threshold=1.8250000000000004 0.7633053221288516 0.015993589743589703 1.1055000000000004 0.22500000000000003 0.55612500000000009 1.8820000000000003 2.9811752287121753 3.4142857142857146 0.95000000000000007 1.2325000000000002 22.050000000000004 0.1201503759398496 1.9150000000000003 1.7320000000000002 4.9050000000000011 2.0050000000000003 0.68150000000000011 0.87000000000000011 1.0000000180025095e-35 0.13458333333333328 5.6000000000000005 1.3165000000000002 2.7750000000000004 2.4650000000000003 4.3150000000000004 1.2930000000000004 1.3880000000000001 0.047000000000000007 2.5050000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 -3 7 8 -6 -8 11 18 16 27 15 -15 17 -13 29 20 -20 24 -16 -4 25 26 -5 28 -14 -1
right_child=-2 2 23 21 6 -7 9 -9 -10 -11 -12 12 13 14 22 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00021537937648095137 -0.0011894530685046985 -0.0061046816499940914 -0.0039412463609105651 -0.0046025015770689856 0.0011688376531994724 0.0070449453515840079 0.0034242748529953754 0.011028720664881687 0.0078622858497887117 -0.0046914745645731159 -0.0012500764433482378 -0.0071024104945626382 0.0038213268437859221 0.0044018583166645798 0.00077550981275687262 -0.0010330583764532884 -0.0054515638577724776 0.0065635677667741756 0.0031434492775365827 0 0.012350029100250952 0.0054684954563976561 -0.0053298084562157337 0.0030938097527346982 0.0046867875167735905 -0.0053693193918740393 0 -0.0010243061173290219 0.009540396595518261 0.0064468677793618773
leaf_weight=1012.0610534697771 746.41216289997101 39.894953265786171 141.08558104932308 71.963727459311485 108.84524881839752 9.4406878650188428 21.6932672560215 19.801890581846237 30.623650923371315 34.04264971613884 166.38804124295712 6.9528681635856655 61.48022398352623 166.70832161605358 45.227308541536331 47.701528832316399 37.907628789544106 20.655038610100746 33.030161172151566 34.87970133125782 17.360613450407982 16.235543131828308 35.76527301967144 15.715579256415365 17.543294280767441 54.419769793748856 205.73937058448792 12.415346920490263 47.193261682987213 19.345898404717445
leaf_count=4428 3750 180 622 322 488 42 95 83 133 148 703 31 253 713 191 202 161 91 145 154 75 67 152 66 71 239 909 51 193 78
internal_value=1.4953e-05 0.000371314 -0.000749876 -0.000131305 0.00130477 -0.00337574 0.00242756 0.00381344 0.00271377 -0.00134445 0.000877197 0.00110516 0.00222093 0.00288472 0.00175526 0.00314377 -0.00183876 0.00274183 0.000614154 0.00377774 0.00652352 -0.00119746 -0.00179097 -0.00316923 -0.00153698 -0.00189732 -0.00117915 0.00555345 0.00640148 0.000342435
internal_weight=3298.53 2552.12 787.045 630.244 264.342 49.3356 215.007 159.271 139.469 55.7359 1765.07 1598.68 482.007 416.491 295.402 214.41 65.5155 27.6079 1116.68 85.2705 50.3908 365.902 80.9926 156.801 349.666 332.123 277.703 121.089 108.673 1031.41
internal_count=14836 11086 3465 2777 1169 222 947 704 621 243 7621 6918 2038 1755 1258 915 283 122 4880 374 220 1608 343 688 1541 1470 1231 497 446 4506
is_linear=0
shrinkage=0.0106442


Tree=202
num_leaves=31
num_cat=0
split_feature=47 94 148 148 40 28 137 134 147 143 147 111 111 105 30 85 147 95 123 84 105 19 55 123 122 28 17 9 1 31
split_gain=12.1647 9.01398 9.15481 7.62627 9.13128 10.023 7.83443 10.646 10.4318 9.16029 9.33816 7.03211 9.21376 7.72869 6.72732 6.90425 6.79257 6.3995 6.36532 8.90199 11.3125 6.30799 6.25963 6.20363 7.34027 6.35709 9.13655 7.69683 7.26305 7.21352
threshold=1.8250000000000004 16.050000000000004 0.2645079041305457 0.22751819289406963 1.635 6.2678571428571432 6.0500000000000007 0.28750000000000003 0.45056500727216336 -1.5354999999999996 0.44874925946971994 17.550000000000004 19.350000000000005 0.33350000000000007 0.10547710740265297 -1.0000000180025095e-35 0.43682066489192423 8.25 1.3515000000000004 0.011458333333333301 0.35650000000000004 3.5000000000000004 1.2150000000000001 0.90450000000000019 0.70300000000000007 5.8166666666666673 1.5000000000000002 1.3095238095238098 1667.5631204410533 0.18612670408981552
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 14 -9 10 -8 13 -13 -11 15 -5 -16 -4 19 -6 -21 22 -20 -3 -25 -26 27 -27 -28 -29
right_child=-2 23 17 6 18 -7 9 8 -10 11 -12 12 -14 -15 16 -17 -18 -19 21 20 -22 -23 -24 24 25 26 28 29 -30 -31
leaf_value=7.1029110255160023e-05 -0.0011774121152931614 -0.0010550249702527964 -0.0027220844047387551 -0.012890016208027119 0.0037366732297000483 0.01115005381889779 0.011727594657763629 0.013121556165036068 0.00086002053584748246 0.00042301022186435239 -0.00016629030778345913 0.014215593374714772 0 -0.0028222329346984606 0.0082850506605763943 0 0.0011458792298537101 0.00087546298495229293 0.0051331159007389189 -0.0067082192605856412 0.00346671640877358 -0.01039843063863285 -0.0041163567169939189 0.0071556171898705025 0.00081065158209076612 0.0046740267600701556 0.011933893655887545 0.0015991631343657614 0 -0.0068223197294305189
leaf_weight=115.52896761894226 746.02130755782127 147.11252585053444 237.94588424265385 6.5961166322231319 33.898865416646004 10.262814015150068 15.182879328727724 20.56224025785923 15.900373518466948 254.08260600268841 11.448697865009306 8.5423312485218066 15.003470718860624 120.92445920407772 19.737240448594093 15.546948701143263 88.221259400248528 68.07924322783947 8.4203793704509717 36.03758779168129 17.347681969404221 18.165297135710716 71.641530066728592 23.83776019513607 1044.5197937190533 48.422621697187424 21.405830487608913 31.03607514500618 9.3485984653234464 17.365472063422203
leaf_count=486 3750 636 1075 30 147 42 65 89 70 1117 49 37 66 530 85 70 386 296 34 161 77 80 310 103 4511 203 89 130 39 73
internal_value=1.49111e-05 0.000367555 -0.000292513 0.000236368 -0.00109666 0.00105833 0.000955372 0.00291622 0.00806239 0.000162543 0.00622053 -0.000215929 0.00538326 -0.000595469 0.00139329 -0.00376398 0.00254827 -0.00188748 -0.00261449 -0.000389012 -0.00320531 -0.00448521 -0.0030125 0.000969592 0.00122741 0.0010979 0.0033674 0.00162653 0.008507 -0.00120551
internal_weight=3298.15 2552.13 1209.08 903.052 311.303 125.792 591.749 166.564 36.4626 425.184 26.6316 398.553 23.5458 375.007 130.102 22.1431 107.958 306.025 185.511 87.2841 53.3853 98.2272 80.0619 1343.05 1195.94 1172.1 127.579 96.8242 30.7544 48.4015
internal_count=14836 11086 5302 3931 1337 528 2594 730 159 1864 114 1750 103 1647 571 100 471 1371 809 385 238 424 344 5784 5148 5045 534 406 128 203
is_linear=0
shrinkage=0.0106442


Tree=203
num_leaves=31
num_cat=0
split_feature=47 99 84 122 6 130 85 36 0 27 11 30 122 136 107 92 104 126 93 30 53 133 130 38 9 26 119 89 20 141
split_gain=11.918 12.3657 9.8267 8.89417 10.8395 8.88756 10.4238 8.73025 11.4391 8.61514 14.2498 8.13617 9.31671 7.62613 7.97654 10.7197 7.40201 7.38628 7.26282 11.2945 10.1524 12.6783 9.60212 10.6474 9.52726 9.29041 8.01627 7.90308 8.00334 7.47931
threshold=1.8250000000000004 0.7633053221288516 0.015993589743589703 1.5415000000000003 1501.2272788706794 2.2360000000000002 -0.15205128205128196 1.7550000000000001 1346.6508329934884 0.56527777777777788 0.92261904761904778 0.14611063094209156 0.89750000000000008 2.8500000000000001 0.47750000000000009 0.39333333333333342 1.2325000000000002 2.0500000000000003 22.050000000000004 0.1201503759398496 1.9150000000000003 1.7320000000000002 1.1550000000000002 0.26063578531367509 1.2583333333333335 0.50612500000000005 1.2250000000000003 0.87000000000000011 1.0000000180025095e-35 -0.40749999999999992
decision_type=2 2 2 2 2 2 2 2 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 16 3 4 7 6 -5 -3 -9 13 11 12 -11 -2 15 -15 18 -6 27 22 -21 25 23 -20 -24 -22 -23 -1 29 -29
right_child=9 2 -4 5 17 -7 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19 19 20 21 26 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00033403963640402101 0.0087694022192289778 -0.0073697861713018136 -0.0031281378929361799 -0.0048939406578384784 0.0020279063208578974 -0.0017829637960578488 0.0034992839021390039 0.011245861981658918 -0.0023134737269221782 0 -0.0016870627476922528 0 0.014476984313311859 -0.00028595494228140974 -0.0024221143789536536 0.012966794586353842 -0.0012462597106196267 -0.0032243638988692872 -0.0038955347124110646 0.0054790818821021303 0.0055107102219966149 0.0010707613794133175 0 0.011818627479805431 -0.0094999539982657897 0.00093459864299107827 -0.0055126647259581092 0.012656756327441994 0 0.0032087040220610194
leaf_weight=1031.5416364818811 7.6234831959009162 39.966358974575996 156.59748061001301 17.663213849067688 130.80560266971588 68.610059306025505 166.64494369924068 7.1600486934185019 160.753896728158 6.7175596952438381 49.345820531249046 13.37565542757511 18.005645826458931 159.29832760989666 484.07212953269482 7.1955786049365988 166.36838246881962 38.466303452849388 7.8999538123607662 121.15671843290329 99.229629695415497 44.31340029835701 24.805892989039421 10.364363715052603 22.430150493979454 115.3725825548172 36.658802434802055 16.148597523570061 34.884839683771133 34.328575044870377
leaf_count=4506 38 181 688 78 586 292 719 31 723 35 247 66 88 802 2439 35 703 167 34 497 423 187 107 45 97 492 156 70 154 150
internal_value=1.5023e-05 0.000364028 -0.000738772 -0.000128266 -0.00117907 0.00139721 0.00263799 -0.00281856 -0.0016728 -0.00116549 0.00191962 0.00686642 0.0104853 -0.00159131 -0.00172884 0.000223786 0.000861354 0.000772365 0.00108718 0.00218731 0.00284314 0.00172717 -0.00182509 0.00444723 -0.00447248 0.00309943 -0.00178019 0.000602802 0.00372769 0.00643918
internal_weight=3297.81 2552.17 786.668 630.07 377.152 252.918 184.308 207.88 167.914 745.634 87.4447 38.0989 24.7232 658.19 650.566 166.494 1765.5 169.272 1599.14 482.231 416.731 295.574 65.5004 18.2643 47.236 214.602 80.9722 1116.9 85.362 50.4772
internal_count=14836 11086 3465 2777 1688 1089 797 935 754 3750 436 189 123 3314 3276 837 7621 753 6918 2038 1755 1258 283 79 204 915 343 4880 374 220
is_linear=0
shrinkage=0.0106442


Tree=204
num_leaves=31
num_cat=0
split_feature=93 127 27 40 113 145 15 77 0 93 26 132 137 24 101 136 29 91 109 79 27 111 131 122 146 128 95 121 22 137
split_gain=10.6456 8.4313 12.8255 11.8578 9.3594 8.52387 8.58745 7.89712 7.58779 11.6201 7.99373 8.45791 8.74363 8.42824 8.60908 7.34592 8.38589 7.2246 7.17943 7.09772 7.64739 7.06942 12.2084 9.00726 16.5393 8.50395 9.63936 9.43933 9.11873 8.4795
threshold=20.550000000000004 1.4720000000000002 0.42211111111111116 2.0950000000000002 0.76350000000000018 0.25875000000000004 0.77500000000000013 0.099999999999999964 1567.2191609377448 29.550000000000004 0.41050000000000003 0.95000000000000007 6.8500000000000005 0.22500000000000003 2.9000000000000004 4.0500000000000007 5.5857142857142863 -0.077916666666666634 1.0000000180025095e-35 3.0898276463388528 0.46828571428571425 14.550000000000002 2.2360000000000002 1.7945000000000002 0.0028500000000000005 0.55000000000000016 -1.0000000180025095e-35 1.5635000000000001 0.77500000000000013 6.0500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 8 -3 19 5 6 -5 -1 9 10 -2 12 -12 -13 -15 17 -17 -10 -14 -4 -21 23 25 24 -9 27 -27 -23 -29 -28
right_child=1 2 3 4 -6 -7 -8 21 15 -11 11 13 18 14 -16 16 -18 -19 -20 20 -22 22 -24 -25 -26 26 29 28 -30 -31
leaf_value=-0.0086366095607211101 -0.0068767994750377429 -0.0032364157698819042 0.0058053713649439224 0.0086117791331620508 0.010402558010436418 -0.0026209234417053986 -0.00021353455674897763 3.7764084859717451e-05 -0.006381826005466296 0.012395754275576402 0.011858834865051678 0.0051094025638149252 0.0094679504097631186 -0.0012982626490203638 0.0095590099763591674 -0.0032359675135082994 0.0019540711923355554 0.0035703540428203033 -0.0010121503304432566 -0.0052025123666453238 0.0035000269212622647 -0.0035693157787718591 0.0091639689395382612 0.0015518045781135292 -0.0036626960704943261 -0.0010326720005405456 -0.0006743847556868758 0.00062997599176961734 -0.0081685040586451096 0.012621521743175174
leaf_weight=12.907716453075407 13.566987529397009 41.357364937663078 148.16135284304619 19.244649946689606 9.8659152090549451 76.138661280274391 29.449019014835358 1370.2599827796221 9.1369565427303296 10.695490166544912 16.377217441797256 35.069877848029137 10.07130606472492 148.78013841807842 8.6282413601875287 161.22645898163319 42.469111725687981 54.616095215082169 23.210102662444115 14.576655671000479 46.088559851050377 247.11069877445698 11.71270616352558 358.26045525074005 151.41135394573212 35.841096699237823 6.5318597704172161 139.60454271733761 14.698869764804838 14.117637351155279
leaf_count=64 62 178 619 85 42 334 127 6311 40 45 75 155 44 652 36 701 180 235 104 60 188 1159 50 1545 698 170 32 626 67 65
internal_value=6.63504e-05 0.00104121 0.00224428 0.00293466 0.000386249 -0.000321321 0.00305892 -0.000308318 0.000154185 0.00144279 0.000943622 0.00142513 0.00535813 0.000355926 -0.00063647 -0.00109014 -0.00210237 0.00197945 0.00184397 0.0045282 0.00123602 -0.000258099 -0.00142676 2.8258e-05 -0.000323549 -0.00172058 0.00204962 -0.00227729 -0.000140164 0.00790763
internal_weight=3281.19 918.73 384.882 343.525 134.698 124.832 48.6937 2362.46 533.848 266.399 255.704 242.137 49.6586 192.478 157.408 267.449 203.696 63.7531 33.2814 208.827 60.6652 2349.55 469.617 1879.93 1521.67 457.905 56.4906 401.414 154.303 20.6495
internal_count=14749 3962 1633 1455 588 546 212 10787 2329 1173 1128 1066 223 843 688 1156 881 275 148 867 248 10723 2169 8554 7009 2119 267 1852 693 97
is_linear=0
shrinkage=0.0106442


Tree=205
num_leaves=31
num_cat=0
split_feature=93 120 127 27 40 99 113 3 2 2 105 121 1 146 130 130 111 131 39 0 93 1 132 101 23 111 150 91 2 130
split_gain=10.421 11.7264 8.24229 12.5547 11.592 9.14675 9.1414 8.50061 8.33749 9.4782 8.11421 10.8629 10.0485 7.81885 10.4962 13.2744 9.67277 12.2894 8.64386 7.42668 11.3429 8.3037 7.74577 7.83268 7.96895 7.39987 7.30707 7.66239 7.59734 7.25156
threshold=20.550000000000004 2.7320000000000007 1.4720000000000002 0.42211111111111116 2.0950000000000002 0.78416149068322993 0.76350000000000018 1590.3761910944665 130.47093800209805 8.2335018025482913 0.82350000000000001 1.7070000000000001 1573.4226215088838 0.0028500000000000005 2.2930000000000006 2.7070000000000003 14.550000000000002 2.2360000000000002 0.33286868700615574 1567.2191609377448 29.550000000000004 1499.0291012471014 0.95000000000000007 2.9000000000000004 1.4500000000000002 13.350000000000003 0.47790319171422535 -0.24249999999999991 -168.46788955789347 3.0500000000000003
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 2 2 2 2
left_child=1 13 19 -4 5 10 8 -7 9 25 11 12 -5 16 -15 18 26 -18 -16 20 22 -21 -2 24 -24 -6 27 -1 -29 -3
right_child=2 29 3 4 6 7 -8 -9 -10 -11 -12 -13 -14 14 15 -17 17 -19 -20 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0048987378270506157 0.0045769213239380017 0.010108361309139075 -0.0032042887183685669 0.0069249948028853583 -0.0025855130865645062 0.0021479594727041871 0.010268927194534339 -0.011072226881925065 0.0058713312113455127 -0.0051478314355576866 0.0014311778665378997 -0.00091596738860879126 0.02011445663429736 -0.0034102352694852945 0.0073982963809227946 -0.0044554848879215592 -0.0018569192734993621 0.0090503909547054867 -0.002679080411688628 -0.0044330092084604858 0.012238515681568037 0 0.0053035696782788118 0.0090303192584570303 -0.0013362798715377149 0.0049585476773687876 0.00062565189929433829 -0.0073006605378645763 -3.2442869777346391e-05 0
leaf_weight=51.232207253575325 52.528716325759888 19.553932949900627 41.32755534350872 106.74720293283463 27.279106572270393 21.752500832080845 9.8878017216920835 7.1770726591348639 19.996587038040161 47.651142254471779 49.47413994371891 15.757651925086973 8.0634042620658857 196.25810161232948 35.708796381950378 27.811504662036896 439.47985076904297 11.733345881104468 11.400960698723791 63.698549687862396 10.717477202415465 203.66480165719986 22.966212511062622 10.311091080307959 169.96217440068722 29.896719932556152 1212.0104907006025 17.336542919278145 325.27348813414574 14.303628429770468
leaf_count=251 236 81 178 443 117 91 42 30 88 211 205 65 33 898 154 122 2039 50 51 276 45 880 103 43 746 130 5398 84 1600 59
internal_value=6.56355e-05 -0.00030509 0.00103008 0.00221934 0.00290205 0.00447686 0.000381241 -0.000769118 -0.000317946 -0.00159869 0.00537807 0.00679324 0.00794271 -0.000399753 -0.00210212 0.00118446 -0.000170231 -0.00155003 0.00473676 0.000152727 0.00142735 -0.00107847 0.000933309 0 -0.000491486 0.0011757 0.000210932 -0.00103869 -0.00043085 0.00589454
internal_weight=3280.96 2362.1 918.86 385.011 343.683 208.972 134.711 28.9296 124.824 104.827 180.042 130.568 114.811 2328.25 271.179 74.9213 2057.07 451.213 47.1098 533.849 266.486 267.363 255.768 203.239 192.928 57.1758 1605.85 393.842 342.61 33.8576
internal_count=14749 10787 3962 1633 1455 867 588 121 546 458 746 541 476 10647 1225 327 9422 2089 205 2329 1173 1156 1128 892 849 247 7333 1935 1684 140
is_linear=0
shrinkage=0.0106442


Tree=206
num_leaves=31
num_cat=0
split_feature=145 49 3 10 77 138 3 95 135 85 133 47 85 35 4 126 103 10 35 44 91 34 54 132 144 114 85 102 28 137
split_gain=7.44165 8.49314 7.9615 9.73859 6.54486 6.04094 6.33789 5.94685 12.4046 7.90818 7.71874 9.53375 7.65301 7.58045 9.79578 12.2396 7.29355 11.8778 7.23778 6.70671 6.57827 6.56282 11.946 6.25308 9.53456 8.31738 5.93837 8.42318 6.05637 5.65251
threshold=0.99265000000000014 4.8350000000000009 1493.6616661351266 1.5166666666666668 0.099999999999999964 3.5000000000000004 1443.5729754481556 -1.499999999999998 0.30550000000000005 -0.15431372549019606 1.8660000000000003 1.3750000000000002 0.048719452590420258 7.9500000000000011 1442.492846789424 1.1835000000000002 1.4385000000000001 2.6904761904761911 3.5250000000000004 6.1650000000000009 -0.15791666666666662 2.5650000000000004 1.135 1.4720000000000002 0.012150000000000003 1.2750000000000001 -0.13913109756097558 0.93250000000000022 7.4142857142857155 26.750000000000004
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 -1 -3 -7 8 10 21 29 20 16 26 -15 -16 18 -18 -10 -13 -12 23 -23 24 -9 -25 27 -11 -28 -6
right_child=2 5 3 -5 7 6 -8 9 12 13 11 19 -14 14 15 -17 17 -19 -20 -21 -22 22 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-0.006622950435844782 0.013664471157518052 0.00045476773707450345 -0.0047432122384529329 0.0093166340587796919 -0.0017823543425917157 0.00035250833010021194 -0.0085188253321727171 7.6384574772275733e-05 -0.00011054687820608056 0.015402037247974379 -0.0016842748092179818 -0.0058364681718132225 -0.0038690597758059163 0.015817891260432385 -0.0078987558645073983 0.0098881759503292588 0.0091721603347793886 0 0.0073522775038827853 0.00041461688977346717 0.0063905243314010445 0.014276556867185673 -0.00020362124287689378 0.0023552060851365435 -0.0085486185896182128 -0.0073568764930692088 0.00047245319377238801 0 0.0057770837373643117 0.0021123029313938062
leaf_weight=16.307021304965019 9.247354522347452 19.93353570997715 11.868587359786035 10.00272251665592 678.43174314498901 9.6677553802728635 32.155252486467361 118.70470263063908 98.205501079559326 7.4362083822488767 12.743681356310843 23.773184388875961 22.068413466215134 8.6690860986709612 7.8922881036996868 9.3822692781686765 39.460175782442093 26.338054314255714 16.835013449192047 95.158185213804245 45.781608298420906 7.848229005932807 29.117763385176659 10.956033721566198 16.209078699350357 44.718001246452332 1776.1968373209238 7.8479024469852448 25.146185860037804 42.600803211331367
leaf_count=78 42 111 54 43 3098 54 184 543 451 34 54 109 98 35 32 38 172 113 70 431 190 36 131 49 72 200 7894 35 105 193
internal_value=6.49179e-05 1.20715e-05 0.00524626 0.00120724 9.10296e-05 -0.00389379 -0.00621726 0.000128859 -0.000498449 0.000467683 -0.00104277 0.000909038 0.00186015 0.000702673 0.00645865 0.0011544 0.00261732 0.00547726 0.000890355 -0.000746689 0.00445298 -0.00138899 0.00258682 -0.00221518 -0.000882086 -0.00525718 0.000614695 0.00727848 0.000552329 -0.00153769
internal_weight=3280.7 3249.58 31.1187 21.8713 3187.83 61.7565 41.823 3171.52 1101.4 2070.12 898.489 177.457 202.907 1842.57 25.9436 17.2746 180.839 65.7982 115.041 118.931 58.5253 227.554 36.966 190.588 134.914 55.674 1816.63 15.2841 1801.34 721.033
internal_count=14749 14610 139 97 14261 349 238 14183 4979 9204 4075 784 904 8173 105 70 806 285 521 540 244 1031 167 864 615 249 8068 69 7999 3291
is_linear=0
shrinkage=0.0106442


Tree=207
num_leaves=31
num_cat=0
split_feature=49 144 26 143 27 52 31 11 90 29 102 0 146 53 9 9 56 94 8 99 86 132 3 104 27 103 4 3 52 6
split_gain=10.172 10.484 6.39933 6.13462 7.88042 11.8315 9.97919 9.03797 7.24678 7.32676 7.20459 9.40655 9.36446 8.12606 6.88944 9.67146 7.72558 7.89805 7.88792 6.84364 7.56585 9.96788 8.35772 7.3585 7.18913 6.64233 6.61174 9.00541 6.60478 6.39987
threshold=3.6750000000000003 0.0087500000000000026 0.3886607142857143 0.66100000000000014 0.42683333333333334 2.2750000000000004 0.14068287037037039 0.93095238095238109 0.12124999999999997 3.9500000000000006 1.4965000000000004 1686.7029243866862 0.008550000000000002 2.2750000000000004 1.6214285714285717 1.9666666666666668 1.5950000000000004 28.050000000000004 0.86190476190476206 0.54195804195804198 2.7176079734219276 0.95000000000000007 1354.5921125719169 0.93350000000000011 0.56816666666666682 0.14350000000000002 1501.1051368138069 1531.7327226448745 2.2550000000000003 1488.0531103287774
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 25 -7 -8 9 -9 11 19 13 -12 29 16 -16 18 -18 23 21 22 -21 28 -23 -1 -15 -28 -5 -6
right_child=1 -3 -4 10 14 6 7 8 -10 -11 12 -13 -14 26 15 -17 17 -19 -20 20 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0 -0.0076088121743230052 -0.011148294929151545 -0.00097521122347903099 0.0039490890273976651 0.0016829724374595836 -0.0031706749839644035 0.010825641850973495 0.0049880284115631042 -0.0078171695540134502 -0.0019299295426212851 0.0050924071416449269 -0.011265083233438942 -0.0093719473767232917 0.0046188292550284251 0.0074026477163371711 -0.00010963244001120477 -0.0019040412561667018 -0.0079219468473333537 0.0039075237170349301 0.010863770092571912 0.00074198121480176845 -0.0040360940001292851 -0.00011180542157006461 0.0091476261794205642 5.3067732292315421e-05 -0.008585971292430529 -0.011899324001455281 0.0017559762927475411 -0.0014843090862891163 9.3280795538061155e-07
leaf_weight=12.266164571046827 18.044406607747078 13.22572787106037 331.21192720532417 38.331218630075455 323.39914125204086 69.21059238910675 12.108007267117499 40.814440235495567 9.3948643207550031 27.449066936969757 63.638650923967361 10.391276448965071 7.3265801817178717 11.500221461057665 45.269996210932732 142.97102697193623 30.072685733437538 7.689929485321044 138.18509723246098 8.6064156740903837 119.85595060884953 232.45228280127048 71.985743016004562 12.167130649089811 55.27391941845417 34.898349985480309 10.956937536597254 8.6754109412431699 72.747928157448769 1295.8621436953545
leaf_count=55 99 71 1723 167 1417 307 53 181 42 120 266 45 31 51 198 621 135 33 596 39 513 1050 332 53 243 160 51 39 321 5729
internal_value=-5.05463e-05 -0.00173451 -0.00134798 0.000155362 0.000439137 -0.00152654 -7.04489e-05 0.00220296 0.000723459 0.00205258 -0.000688473 -0.00112939 0.00189407 0.00287574 0.000648722 0.00197766 0.00337409 0.00227794 0.00280646 -0.000939966 -0.00151565 -0.0022788 0.000930082 0.00125516 -0.00321407 -0.00621211 -0.00131836 -0.00533069 0.00029619 0.00034335
internal_weight=3275.98 362.482 349.256 2913.5 2189.59 206.141 158.977 89.7664 77.6584 68.2635 723.91 621.812 102.098 94.7712 1983.45 364.189 221.218 175.948 168.258 611.421 488.174 368.318 80.5922 123.246 287.726 47.1645 31.1326 19.6323 111.079 1619.26
internal_count=14741 1893 1822 12848 9647 918 703 396 343 301 3201 2763 438 407 8729 1583 962 764 731 2718 2177 1664 371 541 1293 215 141 90 488 7146
is_linear=0
shrinkage=0.0106442


Tree=208
num_leaves=31
num_cat=0
split_feature=93 1 15 115 133 122 119 38 55 114 53 40 133 55 0 141 132 126 147 103 147 127 6 79 146 108 141 95 95 26
split_gain=10.7583 9.58949 8.83537 8.62361 7.43831 7.43698 7.39663 9.99669 7.5663 7.29024 7.80927 7.126 6.9617 7.45209 7.28787 9.64109 7.8517 7.23371 9.12119 6.94882 6.82471 11.2956 11.1404 12.1798 11.4987 10.6683 9.80815 9.61749 9.42074 8.44666
threshold=20.550000000000004 1437.7917120089978 0.77500000000000013 1.0500000000000003 2.8165000000000004 1.3415000000000001 2.1000000000000005 0.29873737406359796 1.4450000000000001 0.3665000000000001 2.2550000000000003 2.8650000000000007 0.7320000000000001 1.635 1416.6555552393772 -0.40749999999999992 1.2110000000000001 1.1835000000000002 0.42433972487808291 1.1405000000000001 0.43682066489192423 1.9500000000000002 1508.7449787634507 3.0323772638826525 0.0056500000000000014 1.0000000180025095e-35 0.94500000000000017 -12.749999999999996 3.1500000000000012 0.50707142857142873
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 -6 7 -3 -8 10 -5 -11 17 14 15 -14 -17 -2 -19 -9 21 25 23 24 28 27 29 -4 -22 -27
right_child=12 2 20 9 5 -7 8 19 -10 11 -12 -13 13 -15 -16 16 -18 18 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00056161654187555064 0.01218279741492472 -0.0064349134101452411 0.012168614880017786 0.0099376852996168122 0.014014648201357909 0.0017038282436973807 0.010229085422510501 -0.0023170754442727159 -0.0030607527523359552 -0.00040656265269676227 0 -0.0034124564690851469 -0.0098314973275959363 -0.00075201314688420418 0.0016637376054653259 0.010261576662686173 -0.0040356677968606432 -0.0077910501144261663 0.0049307538428296112 0.0085283079655466571 0.0043651043366518243 -0.0093648766589044148 -0.00084838707162324231 -0.00098677403160319006 -0.0037272580247532947 -0.0018815881309209577 0.0024809510634397859 0.00040235589632666813 -0.0018949086532549096 -0.0070105267441949067
leaf_weight=432.72109758853912 12.100026503205298 107.1214919090271 8.4835770130157453 13.589937269687651 9.6628266274929064 18.928221583366394 8.1532755792140978 47.802025616168976 10.316220641136168 292.93951915204525 20.923632994294167 135.26128225028515 14.902631238102915 269.52399072051048 555.9871441423893 7.2960934340953854 9.7260055989027006 7.5249978005886069 31.66442346572876 7.60691013932228 218.57229351997375 19.471911907196045 454.70466972887516 135.15800946950912 25.538789287209511 129.10424572229385 35.309360504150391 150.77938964962959 28.610698774456978 56.175980985164642
leaf_count=1971 54 498 38 60 41 78 35 241 49 1343 102 652 65 1213 2343 31 41 34 137 37 1007 86 2036 580 114 604 159 697 132 263
internal_value=-5.00389e-05 -0.000431046 -0.000767429 -0.00178481 0.000935765 0.00623146 -0.00377558 -0.00452349 0.00223789 -0.00098341 0.00364013 -0.00138058 0.000930816 0.000688622 0.00136692 -0.00347369 0.00147608 0.00477513 0.00222023 -0.000638784 -0.000240136 -0.00139511 0.000282385 0.00156869 0.00287363 -0.000958946 -0.00248944 0.001095 0.00359808 -0.00349329
internal_weight=3275.66 2366.94 1905.62 643.714 461.312 28.591 181 162.53 18.4695 462.714 34.5136 428.201 908.725 857.436 587.912 31.9247 17.0221 51.2894 39.1894 55.4089 1261.91 399.324 862.584 407.88 272.722 379.853 220.59 159.263 247.183 185.28
internal_count=14741 10823 8733 3017 2090 119 860 776 84 2157 162 1995 3918 3693 2480 137 72 225 171 278 5716 1847 3869 1833 1253 1761 1026 735 1139 867
is_linear=0
shrinkage=0.0106442


Tree=209
num_leaves=31
num_cat=0
split_feature=93 1 143 46 38 133 39 15 115 0 100 50 40 148 119 38 28 55 0 133 31 55 110 131 26 110 127 121 131 132
split_gain=10.5298 9.39713 8.70288 9.40084 8.22244 7.28202 8.3887 7.13899 10.2312 9.12844 9.1255 9.08776 8.24309 8.23182 7.35004 8.69995 7.60631 7.39346 7.29495 6.8026 8.61927 7.29258 7.25438 10.1807 8.65458 8.56237 7.62782 7.28283 7.65005 8.77725
threshold=20.550000000000004 1437.7917120089978 -1.1139999999999997 1.0000000180025095e-35 0.28310508521509681 2.8165000000000004 0.32946926545024136 0.63333333333333341 1.0500000000000003 1507.4404614875441 1.1000000000000003 1.3950000000000002 3.1150000000000007 0.25001118310045645 2.1000000000000005 0.29873737406359796 2.8944444444444448 1.4450000000000001 1477.4847843280197 0.7320000000000001 0.13418726469143885 1.635 11.550000000000002 1.0500000000000003 0.4331666666666667 3.3500000000000001 1.3875000000000002 1.8945000000000001 1.8945000000000001 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 2 2 2 2
left_child=1 5 3 4 -3 -1 -7 8 14 11 13 18 -12 -11 15 -4 -17 -16 -10 20 -2 22 23 -21 26 -25 -24 -26 29 -29
right_child=19 2 7 -5 -6 6 -8 -9 9 10 12 -13 -14 -15 17 16 -18 -19 -20 21 -22 -23 24 25 27 -27 -28 28 -30 -31
leaf_value=0.00055554113307753998 0.011710137380692126 0.0081468023453210338 -0.0064785097765207742 -0.0051039616853426669 -0.0034438633744524757 0.010568072369129758 -0.00054341759042702219 -8.9827193571571836e-05 -0.0012774447368384292 0.013560106009074167 0.00086216092672764465 0.0051766466022790652 -0.0076139245075623058 0.0022461463342022801 0.010095117044994035 0.0091005275266532685 -0.002621765513698996 -0.0030317620685633368 -0.005714243119604303 0.0025088721413992752 0.0016092258625327917 -0.00074417182220797083 -0.010202180304461387 0.0048201739073600756 0.0021699157843353585 -0.003145561172393143 0.0011371769802957386 0.015191275221344272 0 0.00095329529582257049
leaf_weight=432.79658825695515 14.769148737192152 12.901855617761612 96.946018636226654 95.859604835510254 13.605126038193703 18.217143550515178 10.396821722388266 1207.0651095360518 161.68394565582275 11.392168521881102 110.29639007151127 17.882025420665741 14.701546117663382 29.211866423487663 8.1734287589788455 7.0559328049421302 46.305182844400406 10.304075255990027 61.742861464619637 95.128860890865326 36.577524110674858 269.46518169343472 11.245171025395395 16.716203674674034 301.53313821554184 115.06258600950241 13.30345945060253 16.508341521024708 9.2146154940128309 9.3433105796575529
leaf_count=1971 65 55 452 444 60 76 43 5469 763 52 504 74 71 144 35 35 233 49 293 402 160 1213 49 70 1271 485 57 69 38 39
internal_value=-4.95893e-05 -0.000426635 -0.000759765 -0.00352228 0.00180187 0.000926088 0.00616405 -0.000564263 -0.00154079 -0.000596082 0.0012907 -0.0019344 -5.08071e-05 0.00567889 -0.00375616 -0.00455903 -0.000875096 0.002207 -0.00255049 0.000920631 0.00471896 0.000680959 0.00135184 -9.56789e-05 0.00229036 -0.00205548 -0.00362971 0.00275329 0.00747051 0.0104513
internal_weight=3275.41 2366.54 1905.13 122.367 26.507 461.411 28.614 1782.76 575.695 406.911 165.602 241.309 124.998 40.604 168.785 150.307 53.3611 18.4775 223.427 908.868 51.3467 857.521 588.056 226.908 361.148 131.779 24.5486 336.599 35.0663 25.8517
internal_count=14741 10823 8733 559 115 2090 119 8174 2705 1901 771 1130 575 196 804 720 268 84 1056 3918 225 3693 2480 957 1523 555 106 1417 146 108
is_linear=0
shrinkage=0.0106442


Tree=210
num_leaves=31
num_cat=0
split_feature=55 102 28 55 35 1 29 31 26 42 135 150 122 108 141 110 147 99 13 56 38 41 146 108 116 107 135 27 51 6
split_gain=8.05406 11.2798 10.0971 8.66151 7.90009 7.12085 7.23984 7.07981 6.35969 6.2677 6.20633 7.87773 8.42429 7.46356 16.5721 13.2301 7.29692 9.62443 8.86628 8.42947 8.23679 7.97235 7.22949 8.16934 7.12172 6.10363 6.04752 5.77483 9.60353 8.95047
threshold=2.0350000000000006 0.62950000000000006 4.8944444444444457 2.0250000000000004 7.3250000000000002 1448.1681958084371 3.183333333333334 0.15480030721966204 0.60950000000000004 4.3750000000000009 0.13800000000000004 0.60942003008724055 1.1465000000000003 2.5000000000000004 -1.0024999999999997 13.15 0.39965962962395968 0.53589743589743599 0.77500000000000013 2.6350000000000002 0.28731089726792441 1.9150000000000003 0.016250000000000004 1.5000000000000002 -0.58349999999999991 0.47750000000000009 -0.15299999999999997 0.52050000000000007 1.3050000000000004 1508.5554310946709
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 10 -2 -7 -3 -6 -8 16 13 -13 27 -15 -16 20 -18 19 -19 21 -1 23 -14 -20 -22 -23 28 -12 -29
right_child=1 7 -4 -5 8 6 9 -9 -10 -11 11 12 22 14 15 -17 17 18 24 -21 25 26 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0044861701184036847 0.0053512243706008494 -0.0077120323583758062 0.010936389916549003 0.010896314535019295 0.008014553452867737 -0.0098465358009940229 -0.0036899460243153197 -0.00021843890115370922 -0.0020383858028569053 0.0071710246742499855 -0.0006513724153030799 -0.0035156717538705703 0.0020540013036546684 0.012853771647053862 -0.0051418556621412722 0.00092842430413629402 0.0013186475437194881 -0.00047421740746123877 0.0018671893145567843 0.0095715467679294095 0 0.00014810915072949638 -0.0057963514741677328 0.0080306233783599065 -0.0076261363786663894 -0.0095556269387546619 -0.005848762642478255 0.0046146670073843642 0.0031840880674693442 0.00031527969261811864
leaf_weight=22.019864231348038 13.755655586719511 49.691587775945663 9.2855508625507337 8.3682872503995878 24.732841625809669 13.277707651257513 19.13338273763657 24.203606396913528 7.9319975525140753 8.7433264255523664 381.60339926183224 17.891735658049583 66.646899402141571 8.1901328861713392 93.005244851112366 67.842680379748344 388.40555234253407 1524.3312641829252 9.9224158972501737 9.4367508590221387 10.506815180182455 33.882884874939919 7.0416942983865729 50.267317160964012 34.380025893449783 28.028161182999611 35.714866995811462 97.368316873908043 91.572677403688431 138.97455725073814
leaf_count=105 69 255 43 40 100 74 102 117 32 43 1686 78 280 36 417 298 1715 6857 45 38 51 147 30 208 161 136 155 437 453 618
internal_value=-3.05327e-05 -0.00254899 0.000568856 7.62679e-05 4.41893e-05 -0.000993258 -0.00336882 -0.00539957 0.00525218 0 -7.0215e-06 0.000670349 0.00300576 0.000281341 -0.00170952 -0.00251629 -0.000341694 -0.000174447 -0.000548586 -0.000405568 -0.00278802 -0.000917942 0.00403171 0.0047134 -0.00526308 -0.0069619 -0.00277849 0.000770438 6.87209e-05 0.00213093
internal_weight=3296.16 138.091 64.1956 3158.07 3149.7 54.9101 41.1544 73.8952 32.6648 27.8767 3117.03 1020.4 141.848 878.557 169.038 160.848 2096.63 1966.48 1578.07 1533.77 130.153 91.6176 123.956 116.914 44.3024 38.535 69.5978 709.519 473.176 236.343
internal_count=14826 703 331 14123 14083 288 219 372 132 145 13951 4541 596 3945 751 715 9410 8816 7101 6895 594 407 518 488 206 187 302 3194 2139 1055
is_linear=0
shrinkage=0.0106442


Tree=211
num_leaves=31
num_cat=0
split_feature=86 85 92 136 100 111 134 27 37 143 30 111 121 145 133 145 145 29 102 86 84 30 133 120 145 130 124 44 49 84
split_gain=8.58827 12.6344 9.06752 11.6092 9.69222 11.2442 9.42825 8.83164 12.0042 9.20681 8.82526 8.80765 8.76422 9.7925 7.52914 7.38118 7.25958 7.04616 6.98626 7.13517 8.6053 6.74968 6.68511 7.2978 7.52916 9.30715 7.38895 6.662 8.20159 6.53716
threshold=2.6414285714285719 -0.25830845771144278 0.19999999999999998 9.9500000000000011 2.6350000000000002 12.850000000000003 -0.89449999999999996 0.5395000000000002 0.27231347318715715 0.32850000000000007 0.21199280945043658 17.150000000000002 2.1835000000000004 0.21755000000000002 2.1340000000000003 0.19615000000000002 0.24675000000000002 6.8944444444444457 2.1120000000000005 3.2714987714987722 0.017121710526315701 0.24085229808121372 0.68350000000000011 1.2930000000000004 0.74225000000000008 1.8660000000000003 1.1000000000000003 8.8250000000000011 3.2450000000000006 0.022211538461538404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 29 -6 -5 17 9 -9 -1 -7 13 21 -15 -14 -17 -2 19 27 -21 -8 -4 -24 25 26 -25 28 -10 -3
right_child=7 2 22 6 5 11 12 8 18 -11 -12 -13 15 14 -16 16 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0065173657891736247 0.00045505676660749554 -0.00052952263846150008 0.0054476038549877565 0.0086613427190399793 0.007389920665607775 -0.0090297158946173756 0.0028942340200883419 -0.0079205352946131943 0.0070471565548488862 0.0017558783955124019 0.00211446559331715 0.0031889240475156508 -0.00064056832033154449 3.3179342758682509e-05 -0.0046706141452687059 0.013466257189752376 0.003053277901574598 -0.0083678655464972072 -0.0039384705629027048 0.0036267113111305644 0.015402454619601233 -0.0027914395327875005 -0.0056704396847292284 -0.00059953188207028112 -0.0065706904611999104 -0.0035665991723759045 0.0072935609131034983 -0.0001647637187725522 -0.0033173616044809328 -0.0030544594957899406
leaf_weight=60.204308226704597 622.91786259412766 1230.0194202065468 10.620835751295088 18.193080827593803 36.159434661269188 10.976539656519892 215.35388176143169 17.001715511083603 56.43048557639122 29.337369993329048 15.131436482071875 15.653141856193541 14.907035171985624 432.5943793207407 41.903123468160629 15.369746461510656 21.917883440852165 10.342800840735434 8.8980708569288236 17.610112816095352 16.279383525252342 24.716390132904053 70.156882509589195 23.210932582616806 23.008661240339279 39.384865760803223 26.029826268553734 31.390267178416252 8.7302636951208097 131.41995865106583
leaf_count=308 2678 5632 51 78 152 46 959 74 239 125 73 66 64 1984 185 66 97 45 37 72 66 106 343 109 107 174 117 135 41 597
internal_value=-3.00554e-05 -0.000345561 -0.000206343 -8.54889e-06 -0.000586088 0.00347221 0.00102597 0.000911398 0.00295923 -0.00156795 -0.00464436 -0.00145349 0.000831125 0.000507212 -0.000360102 0.00506461 0.00762684 0.000294386 0.00454011 0.00519892 0.009593 0.00226516 -0.00242279 -0.00294032 -0.00113057 0.000163378 0.00335986 0.00354793 0.00549749 -0.000780962
internal_weight=3295.87 2476.93 2401.6 2209.18 1424.23 62.7891 784.956 818.938 185.678 46.3391 75.3357 26.6297 766.762 714.568 474.498 52.1947 37.2876 633.261 139.339 130.441 33.8895 240.07 192.412 181.791 111.634 88.6256 49.2408 96.551 65.1607 1361.44
internal_count=14826 11314 10933 10032 6493 264 3539 3512 789 199 381 112 3461 3234 2169 227 163 2723 590 553 138 1065 901 850 507 400 226 415 280 6229
is_linear=0
shrinkage=0.0106442


Tree=212
num_leaves=31
num_cat=0
split_feature=86 89 89 149 53 27 137 93 144 3 40 5 5 6 119 126 40 91 78 2 90 144 30 30 1 90 89 28 78 144
split_gain=8.40444 11.7457 13.4732 11.2005 8.41015 8.59318 8.57003 8.35583 10.6017 8.31094 7.78955 10.5159 7.99364 7.78685 7.73451 7.94506 8.32689 7.72292 7.66691 8.53133 8.41387 8.40842 7.6452 7.57737 7.55944 7.15065 7.36458 7.13084 7.1814 7.06767
threshold=2.6414285714285719 1.0000000180025095e-35 0.19000000000000003 0.54246508583276387 1.9650000000000001 0.53211111111111131 5.2500000000000009 15.900000000000002 -0.00044999999999999993 1547.9166758977478 3.8550000000000004 1488.3543375690667 1500.0036104428079 1481.9134398482981 1.3665 1.4720000000000002 3.0050000000000003 0.15041666666666667 1.5166666666666668 10.693736942029433 -0.18916666666666662 -0.0011499999999999998 0.11706919685643087 0.10547710740265297 1487.2113375305005 -0.26791666666666664 0.65000000000000013 2.5857142857142863 1.6547619047619049 0.0074500000000000009
decision_type=2 2 2 2 2 2 2 2 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 23 -3 9 5 -5 7 25 -9 13 18 -12 -13 -2 29 -16 -17 -11 19 -4 24 -22 -20 -1 -21 -6 -27 28 -8 -15
right_child=3 2 10 4 6 -7 27 8 -10 17 11 12 -14 14 15 16 -18 -19 22 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0015952023483818696 0.0071288223802526479 -0.0059154416070363071 -0.0020823480341921408 0.00034202538099670698 -0.011037207727716939 0.0060134753881406957 0.0096206067473633469 -0.0022328365700367077 0.0089761114344834719 0.007224447304400518 -0.0034136682970130638 0.013903583377870902 0 -9.2674674309827431e-05 0.00016815021077055243 0.0099931676379299127 0.00072764153904223002 -0.00054564307706219132 0.00044420988120138225 0.0018440311677077256 -0.0068376836586838598 0.0018800459579738911 -0.005133598646262361 0.00029023998874090086 0.014867012828127012 -0.0038280221058011421 0.0072083836659017223 -0.0027870172946056174 -0.0026475558487535208 -0.008546743815684427
leaf_weight=281.23453707993031 24.933663323521614 77.549326285719872 142.10558696091175 133.20647288858891 7.4527510851621619 41.055958151817322 11.06040993332863 12.573497548699377 27.872540563344955 61.71025475859642 12.905331075191496 12.539064839482309 9.8297234028577787 100.28677064180374 67.873031750321388 26.926779225468636 23.031291723251343 15.761582300066946 34.500230684876442 15.327510461211206 15.418535456061361 65.78902068734169 96.271137297153473 1703.3624223470688 9.6648824065923673 16.082096904516224 11.617879450321196 215.91859193146229 8.6444797515869123 13.028052777051924
leaf_count=1324 107 375 705 546 33 167 47 54 117 265 61 59 48 444 302 115 100 69 169 74 73 320 455 7606 45 70 51 930 37 58
internal_value=-2.97499e-05 -0.000341955 -0.00181461 0.000901445 -0.000109721 0.00173842 -0.00117826 0.00186582 0.00523216 0.00240466 -0.00102178 0.00367802 0.00823853 0.00142477 0.000764079 0.00270082 0.00593167 0.00550819 -0.00148679 -0.000341179 0.00188987 9.56416e-05 -0.00358182 1.77696e-05 0.00730002 -0.00170894 0.00042206 -0.00219947 0.00370612 -0.00115725
internal_weight=3295.53 2476.5 491.9 819.036 485.485 174.262 311.222 75.5988 40.446 333.551 414.351 35.2741 22.3688 256.08 231.146 117.831 49.9581 77.4718 379.077 248.306 106.2 81.2076 130.771 1984.6 24.9924 35.1527 27.7 235.623 19.7049 113.315
internal_count=14826 11314 2384 3512 2052 713 1339 325 171 1460 2009 168 107 1126 1019 517 215 334 1841 1217 512 393 624 8930 119 154 121 1014 84 502
is_linear=0
shrinkage=0.0106442


Tree=213
num_leaves=31
num_cat=0
split_feature=86 94 48 27 131 27 116 48 8 2 90 44 141 44 85 124 29 133 113 17 99 113 2 86 133 131 3 79 106 53
split_gain=10.2386 8.42514 9.65358 9.20985 9.07475 8.27354 16.2211 8.51735 7.79322 10.2146 7.43866 7.31469 7.10676 6.85185 6.80473 8.76015 7.62532 8.38106 7.56041 10.2661 8.34187 6.60218 6.57678 6.51509 7.23486 11.0361 8.37994 6.4685 11.6918 8.66361
threshold=3.7370689655172415 19.050000000000004 3.0850000000000004 0.54414285714285726 0.81650000000000011 0.58050000000000013 -0.83349999999999991 1.9850000000000001 1.8619047619047622 -81.44618355167016 -0.30124999999999996 12.225000000000001 1.6095000000000004 7.1050000000000013 -0.25830845771144278 1.3665 2.183333333333334 2.6460000000000004 0.28650000000000003 1.0000000180025095e-35 0.78759398496240618 0.68150000000000011 108.81810446697013 2.9205263157894739 1.6460000000000001 1.5635000000000001 1470.1531340712406 2.5062937217256986 0.52250000000000008 2.9050000000000007
decision_type=2 2 2 2 2 2 2 2 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 14 13 23 7 -7 9 -2 -6 27 -8 -3 15 22 17 -16 19 -18 -20 -15 -1 24 25 -5 -26 28 -12 -29
right_child=8 4 -4 5 10 6 12 -9 -10 -11 11 -13 -14 21 16 -17 18 -19 20 -21 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=-0.0089084195902132089 -0.0011395523867683333 -0.0029812919608337802 0.0054531369579719803 0.0016530663741892348 -0.0018454558499799972 0.0096302074884619948 -0.003712417695475566 -0.0025816383420813405 -0.00073829824667359721 0.011200947649296546 -0.0074247557301121243 -0.0090117508754805654 0.0063746501444217609 0.0018381937806629361 -0.0044365405697404858 0 0.00087836966071783184 0.0041624657204942716 -0.00093600895525267666 -0.0015683587682686806 -0.0042623335619546053 -0.004009533538773263 0 0.0081167711549830455 -0.0083631822311016554 0.011509096514372253 0.0011246303514583476 0.001486440231843095 0.0070018779212770634 -0.003128733271720671
leaf_weight=39.100073486566544 8.866333454847334 128.25882722437382 28.957641959190369 95.915310591459274 89.274378567934036 21.181543275713924 101.46992711722851 7.6042081862688056 16.763650715351105 24.728643417358398 6.6568620204925528 7.3728227019309989 7.8746927231550208 97.408920481801033 109.25484125316143 38.248823806643486 557.47400005161762 13.304117798805235 529.02943602204323 298.07700206339359 105.93900354206562 27.699779480695724 12.763261854648588 21.40692400932312 15.093523055315016 15.765083625912665 30.575602248311043 713.57912227511406 47.971550077199936 47.929255217313766
leaf_count=193 36 587 117 447 392 98 465 32 68 100 32 31 34 434 488 178 2534 55 2409 1360 488 124 58 90 69 70 137 3098 226 244
internal_value=-0.000116927 -0.000194652 -0.000608085 -0.000700166 0.00052279 0.000949057 -0.000953132 0.00603975 0.00463712 0.00763174 0.00102382 0.00134761 -0.00289002 -0.00124082 -0.00101317 -0.00389246 -0.000845821 -0.00341748 -0.000627325 1.36568e-05 -0.0015075 0.000459607 -0.00674258 0.00247763 0.00164376 0.00313832 -0.00178132 0.00145405 0.00505182 0.00118218
internal_weight=3265.55 3215.19 2049.04 2020.08 1166.15 316.887 138.13 28.7858 50.3586 33.595 912.784 823.51 109.345 253.368 1703.19 90.1122 1613.08 122.559 1490.52 855.551 634.968 125.109 51.8633 178.756 157.35 111.68 45.6691 816.137 54.6284 761.508
internal_count=14694 14490 9322 9205 5168 1442 629 130 204 136 4023 3631 499 1145 7763 429 7334 543 6791 3894 2897 558 251 813 723 517 206 3600 258 3342
is_linear=0
shrinkage=0.0106442


Tree=214
num_leaves=31
num_cat=0
split_feature=86 94 48 131 91 29 132 146 31 121 90 8 2 102 30 105 98 5 50 110 93 10 4 44 44 123 142 39 130 41
split_gain=10.006 8.24132 9.45199 8.88011 9.30395 8.27044 8.52506 10.8473 10.5626 13.3072 8.09471 7.63514 10.02 7.53219 8.84149 10.1188 7.61977 7.32937 8.33622 6.78671 10.31 8.62742 6.7221 6.71325 6.67093 6.65998 12.1528 9.75422 6.58142 9.08239
threshold=3.7370689655172415 19.050000000000004 3.0850000000000004 0.81650000000000011 0.33708333333333335 2.183333333333334 1.8660000000000003 0.016250000000000004 0.13755733944954127 0.64600000000000013 -0.30124999999999996 1.8619047619047622 -81.44618355167016 1.1815000000000002 0.15694376924323447 1.6690000000000003 0.81101190476190488 1482.1542876376361 1.5050000000000001 4.7500000000000009 11.400000000000002 2.0333333333333337 1474.5836537339633 7.1050000000000013 6.5150000000000006 1.6485000000000001 -0.9474999999999999 0.48663595991307529 2.0500000000000003 2.1650000000000005
decision_type=2 2 2 2 2 2 2 2 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 10 17 19 8 -8 -10 22 12 -2 14 15 -12 -16 -1 -19 25 -21 -22 -5 -3 -6 26 -7 -27 29 -25
right_child=11 3 -4 4 24 6 7 -9 9 -11 13 -13 -14 -15 16 -17 -18 18 -20 20 21 -23 -24 28 -26 27 -28 -29 -30 -31
leaf_value=0.0041773350839858807 -0.0011274264702280155 -0.0029521657653425789 0.0053959672304511484 0.0026435286510716259 0.00087385424256922423 0.005314545498696286 -0.0063090321751811595 -0.010518991822784894 0.014249791687916165 0.001927942705639189 0.0011253396323308087 -0.00073043772220000088 0.01108696496324731 -9.4875495199655819e-05 0.0043803718803302151 -0.011978288124672363 -0.0033130737590595992 -0.0052214516222256974 0.0023197353206147473 -0.0045040808407460194 -0.0005926849671469385 -0.004420160341450592 -0.0040122756665884121 0.0007797724209373378 0.014083439936488983 -0.0029945406328422412 1.3757578433105229e-05 0.0049698915856747784 -0.0032694740528116935 0.012132254465616254
leaf_weight=12.327639758586882 8.8663053065538389 128.14615753293037 28.952972397208214 21.46638710796833 10.411323085427286 54.654328733682632 15.459613069891928 7.9824488759040824 10.905541524291037 184.12161919474602 293.36534734070301 16.763697162270546 24.717011332511902 310.26905162632465 181.29992191493511 6.7282386720180503 14.284736618399618 106.17971524596214 17.593191027641296 106.74289900064468 759.67798353731632 74.774076536297798 64.524011388421059 79.750108852982521 10.674895361065863 136.1059955060482 513.92087185382843 19.123571112751961 36.095764383673668 9.2812923043966276
leaf_count=54 36 587 117 94 45 254 70 35 47 807 1332 68 100 1333 794 30 64 481 71 520 3465 333 284 361 47 608 2377 83 158 39
internal_value=-0.000115785 -0.000192658 -0.000601681 0.000516767 0.00101228 -0.000692859 -0.000503149 0.00145733 0.00196137 0.00267076 0.000833931 0.0045844 0.00754982 0.00117372 0.00198896 0.000796586 0.00376483 -0.00324113 -0.00406477 -0.000766692 -0.00136266 -0.000948234 -0.00222872 -0.00122808 0.00805881 0 0.00054175 -0.00194577 0.000453745 0.00208109
internal_weight=3265.17 3214.82 2048.52 1166.3 913.024 2019.57 1883.47 218.469 210.487 195.027 891.938 50.347 33.5833 805.947 495.678 300.094 195.585 136.101 123.773 1665 941.195 834.452 85.9904 253.273 21.0862 723.805 568.575 155.23 125.127 89.0314
internal_count=14694 14490 9322 5168 4023 9205 8599 959 924 854 3931 204 136 3553 2220 1362 858 606 552 7640 4318 3798 378 1145 92 3322 2631 691 558 400
is_linear=0
shrinkage=0.0106442


Tree=215
num_leaves=31
num_cat=0
split_feature=94 131 27 91 56 105 85 10 2 10 79 3 46 122 92 1 126 122 134 40 39 93 131 79 41 27 53 99 113 147
split_gain=7.50424 9.59126 8.86172 7.79044 7.51122 7.66008 7.34143 9.76442 8.39557 6.91271 8.99806 8.67703 8.45754 7.59768 9.87398 9.16101 11.2709 11.1474 10.0394 7.82893 7.36031 7.00478 6.92007 6.89579 9.61441 10.4234 8.87463 6.87951 6.86199 8.15928
threshold=19.050000000000004 0.81650000000000011 0.54414285714285726 0.33708333333333335 2.7550000000000003 1.2885000000000002 -0.25830845771144278 1.3785714285714288 103.48247548262385 2.0333333333333337 3.1317015430917419 1437.5882289772624 3.2850000000000006 1.1625000000000003 -0.69999999999999984 1528.0665870738719 1.3540000000000003 1.4470000000000003 -0.23849999999999996 2.4350000000000005 0.58831001642538683 11.400000000000002 1.6835000000000002 2.5062937217256986 1.635 0.57050000000000012 2.9050000000000007 0.72474747474747481 0.68150000000000011 0.44292175993420807
decision_type=2 2 2 2 2 2 2 2 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 28 6 4 5 23 7 8 -1 13 11 -11 -12 14 -8 16 18 -18 -15 22 21 -16 -17 24 -3 -26 -25 -10 29 -2
right_child=1 3 -4 -5 -6 -7 9 -9 27 10 12 -13 -14 15 20 19 17 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0089567343937401456 0.002039394768427627 -0.0062725185040502004 0.0011015216291087983 0.007412840370962832 0.011319015261541302 -0.0019729219171527672 0.0093449781175749414 0.0001679919290714658 0.0066976411986374683 0.0011079143532895922 -0.00083789195622983815 -0.0047705725787488317 0.009608511283052814 -0.0024885952290103681 -0.0033913858169340875 -0.0022629619456489619 0.0066739263945315421 0.0011465918635478543 0.00082669370330906516 0.00047374515780569421 0.007299162314325364 -0.00063311898013273973 -0.0098517156799944015 0.0011831348081608587 0.0042273442051549556 0.019050679049175311 -0.0034486253998947517 -0.0075615490401472439 -0.0048126591112342644 -0.0022133761501538516
leaf_weight=41.928029999136925 88.84394134581089 6.8668638616800299 324.09673692286015 21.870440140366554 7.9297755807638159 97.829509571194649 9.0306860506534559 39.029875963926315 8.4380137473344785 32.581756412982941 30.541863054037094 135.42982517182827 11.610763117671011 140.45830993354321 207.2220564186573 127.69183421134949 62.56933020055294 140.74409763514996 392.14225567877293 111.09292067587376 9.5095997303724271 232.99184173345566 16.704593196511269 693.95623822510242 42.65063288807869 6.9648090302944174 49.287558317184448 7.0120662301778784 49.717632293701172 118.05504897236824
leaf_count=206 400 33 1471 95 32 422 41 179 38 146 128 606 49 625 1001 563 281 608 1747 517 41 1105 71 3015 200 32 251 32 226 533
internal_value=-0.000114508 0.000557837 -0.000502109 0.00106792 0.000903082 0.000799369 -0.000803934 -0.00368223 -0.0064841 -0.000630484 -0.0024434 -0.00356813 0.00179061 -0.00036051 -0.00149532 0.00015402 0.000766515 0.00289923 -2.79194e-05 -0.00156915 -0.00173633 -0.00195535 -0.00321354 0.00115162 0.00477868 0.00651966 0.000861867 0 -0.00124461 -0.000336492
internal_weight=3264.8 1183.97 2080.83 927.356 905.485 897.556 1756.73 96.408 57.3781 1660.32 210.164 168.012 42.1526 1450.16 458.754 991.403 735.914 203.313 532.601 255.489 449.723 440.214 144.396 799.726 56.4823 49.6154 743.244 15.4501 256.617 206.899
internal_count=14694 5239 9455 4080 3985 3953 7984 455 276 7529 929 752 177 6600 2188 4412 3261 889 2372 1151 2147 2106 634 3531 265 232 3266 70 1159 933
is_linear=0
shrinkage=0.0106442


Tree=216
num_leaves=31
num_cat=0
split_feature=93 130 55 27 56 4 116 123 24 40 96 138 98 102 112 25 40 105 10 0 10 91 107 98 49 38 26 102 28 8
split_gain=5.32358 9.01717 8.61184 7.3093 14.6698 11.5616 9.63213 8.51616 8.50979 8.46486 10.3906 10.204 8.12787 7.81191 7.24784 7.11991 8.7988 7.28741 6.83195 6.69206 6.47748 6.39568 6.10597 11.7385 11.1087 8.74998 10.1646 9.49701 7.88163 8.41934
threshold=20.550000000000004 3.5280000000000005 2.1850000000000005 0.46828571428571425 2.1850000000000005 1543.5604873651957 -0.83349999999999991 1.1025000000000003 0.22500000000000003 2.4250000000000003 5.5000000000000009 6.5000000000000009 0.64495798319327746 1.3325000000000002 0.86350000000000005 0.81666666666666676 1.635 0.90950000000000009 1.9309523809523812 1458.2878506595262 1.4476190476190478 -0.2970833333333332 0.40950000000000003 0.86811594202898557 2.4050000000000007 0.18246075425087319 0.45050000000000007 0.29750000000000004 6.9500000000000011 1.1380952380952383
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 3 4 9 12 18 -8 -9 13 11 -11 14 -2 21 17 -17 -14 20 -12 -7 -5 24 28 -1 -25 27 -27 29 -24
right_child=1 -3 -4 5 -6 6 7 8 -10 10 19 -13 15 -15 -16 16 -18 -19 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0019413077640430536 -0.0042949046628348777 -0.0083660322686409487 -0.0090023288535293951 -0.0024356069902655639 0.01062118124297223 0.0015842349023552922 0.0014508768942390641 0.0041374186505433157 -0.0038993155189882014 0 -0.0099631307231362702 0.016793983424440016 0.0051406938451194267 0 -0.0081236735664944534 0.010235767493428839 -0.0036805620759512553 0.014354335759929927 -0.00011045344991499605 0.001865245586335362 0.012549993684522073 0.0026531885260776497 0.00036132239398988956 0.0062407782333266468 -0.00080120898121418095 0.012825031210857835 -0.0060510458125684662 -0.002731540309068102 0.0059081654234279237 -0.0011989965593703186
leaf_weight=337.5091195255518 100.57598991692066 12.124507397413252 9.8247219026088697 29.264960289001465 12.300064519047735 14.986918807029726 81.498285487294197 15.880689382553099 117.16518864035606 7.3380434066057232 7.1695979535579708 9.4560338705778104 51.691141188144684 86.193768352270126 7.7015436738729468 7.3551943898201015 16.735882148146629 14.830483883619307 21.684253856539726 19.670016765594482 14.420850574970244 256.63397362828255 728.78506569564342 8.2759781181812269 325.50828343629837 6.5351313650608089 95.7039844840765 12.010008469223974 22.123249694705009 828.84512266516685
leaf_count=1455 440 50 46 125 50 66 355 69 502 34 33 44 224 364 33 30 72 63 92 90 62 1096 3394 34 1561 30 457 58 95 3739
internal_value=-9.57873e-06 0.00067676 0.000809889 0.000929652 -0.000615969 0.00152305 -0.000147225 -0.00117426 -0.00286117 -0.0012614 0.00285439 0.00948489 0.00270515 -0.00227913 0.00179179 0.00554879 0.00013267 0.00735254 0.0039601 -0.000903507 0.00731837 0.00209559 -0.000279376 -0.000619885 0.000579044 -0.00380298 -0.00462237 0.00218467 -0.000366363 -0.000462217
internal_weight=3279.8 914.502 902.378 892.553 242.704 649.849 265.636 214.544 133.046 230.403 43.6337 16.7941 384.213 186.77 293.6 90.6127 24.0911 66.5216 51.092 26.8396 29.4078 285.899 2365.3 1702.28 663.017 122.525 114.249 18.5451 1579.75 1557.63
internal_count=14763 3940 3890 3844 1055 2789 1146 926 571 1005 201 78 1643 804 1254 389 102 287 220 123 128 1221 10823 7807 3016 579 545 88 7228 7133
is_linear=0
shrinkage=0.0106442


Tree=217
num_leaves=31
num_cat=0
split_feature=77 121 86 47 3 56 92 4 92 122 106 121 30 24 86 130 35 113 86 8 98 54 141 124 50 50 133 110 3 40
split_gain=6.91169 6.06253 5.85818 7.49973 7.30871 5.646 5.16315 9.10584 5.46257 11.057 8.24862 9.26988 10.0895 8.28251 8.16066 14.9487 7.59223 6.72387 6.0223 4.66147 6.33468 4.50874 4.4751 3.68543 3.57528 3.29075 3.20275 2.80112 2.24915 1.93742
threshold=0.099999999999999964 0.26800000000000007 3.5327702702702708 1.4850000000000001 1561.4018008077003 1.6250000000000002 -0.73958333333333326 1515.9575423666008 0.07958333333333327 2.5530000000000004 0.95450000000000013 1.6125000000000003 0.13717583807716632 0.36666666666666675 2.2529069767441867 2.4145000000000003 8.7500000000000018 0.68150000000000011 3.0550505050505055 1.0773809523809526 0.6858552631578948 1.2650000000000003 0.60250000000000015 1.5500000000000003 1.0650000000000002 1.4150000000000003 1.6835000000000002 5.4500000000000011 1487.9266070538927 2.3850000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 6 19 21 29 7 24 10 14 16 13 -13 -12 15 -10 18 -16 -8 23 22 -5 27 -4 -3 -11 -22 -21 -9 -1
right_child=1 2 3 4 -6 -7 8 28 9 25 11 12 -14 -15 17 -17 -18 -19 -20 20 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014748241313096266 0.0084106141653412549 0.0077391570545854299 0 0.0045161294065788945 -0.0012466200828129123 0.00013820564236045093 0.00014702796194414621 -0.0031763919547467441 -0.0033857324715895246 -0.013764289634981984 0.0014265704198435977 -0.0047363701294232544 0.0069029492416681475 -0.0051951998004935475 -2.2098335811235463e-06 0.0088246297454785631 0.0078928738565369801 0.0092220912633402385 0.0024072451552231864 0.0069989482873363124 0.010309745620591249 0.015423713945409798 -0.0054891728463417081 -0.0099746708643515154 -0.0017465927839465805 -0.0033603946186320901 0.00028327214829868772 -0.00077786272020877005 -0.012647082800431312 -0.0030957177257918455
leaf_weight=7.2936929315328616 9.7400015443563444 6.2862923592329052 8.3958480805158597 13.597687095403677 7.3480048924684516 6.7768215835094443 2213.1661657094955 8.6951150149106997 168.70247578620911 9.4577172696590441 24.946844756603241 12.55098135769367 22.370362922549248 91.753798872232437 378.83754760026932 11.766671225428579 15.097157537937163 9.1179551482200605 143.47780285775661 8.6304774731397682 12.094076812267305 10.653817772865294 13.637329488992689 7.386911839246749 13.20022928714752 10.972772389650343 8.4004442244768125 8.4002707302570325 11.18880647420883 5.6220298707485199
leaf_count=35 45 30 34 56 30 30 10032 39 807 41 113 56 95 417 1683 52 61 39 605 35 49 43 55 30 58 45 34 34 50 30
internal_value=-9.331e-06 2.54435e-05 0 0.00255591 0.00685359 -0.00629867 -7.95944e-05 -0.00391213 -2.77404e-05 -0.000953782 0.000184204 -0.00221355 0.00241923 -0.00368977 -0.00065726 -0.00253147 0.000341913 0.00018754 0.000289087 0.000370591 0.00207337 0.00974054 -0.000684348 -0.00448445 0.000775035 -0.00869015 0.00671199 0.00254701 -0.0090333 -0.0104884
internal_weight=3279.57 3259.87 3250.13 98.5449 31.5995 19.6925 3151.59 39.3704 3112.22 588.855 2523.36 151.622 34.9213 116.701 568.425 180.469 2371.74 387.956 2356.64 66.9454 51.1626 24.2515 30.6681 15.7828 19.4865 20.4305 20.4945 17.0307 19.8839 12.9157
internal_count=14763 14668 14623 400 129 95 14223 177 14046 2667 11379 681 151 530 2581 859 10698 1722 10637 271 207 99 124 64 88 86 83 69 89 65
is_linear=0
shrinkage=0.0106442


Tree=218
num_leaves=31
num_cat=0
split_feature=9 86 85 20 101 85 29 110 56 3 92 130 40 3 9 40 150 109 145 54 40 133 47 138 105 137 99 38 0 0
split_gain=6.78129 5.76372 5.94114 9.38306 10.5684 5.82975 5.63579 5.83607 5.57513 5.40759 5.31155 5.57867 5.02559 12.5285 9.25905 6.04756 10.4875 9.899 7.25839 6.13812 9.42034 7.56221 6.01943 5.02018 4.62232 4.61668 4.26653 4.02994 3.88023 3.62917
threshold=0.099999999999999964 3.4246212121212127 -0.00606701940035275 1.0000000180025095e-35 1.7750000000000001 -0.85333333333333328 2.7888888888888892 7.8500000000000005 1.6250000000000002 1536.544740724871 -0.73958333333333326 1.4720000000000002 5.5250000000000012 1501.9154167011709 1.6547619047619049 3.6850000000000005 0.54565303691941258 3.5000000000000004 0.22225000000000003 1.2750000000000001 3.5250000000000004 2.6125000000000003 1.3950000000000002 8.5000000000000018 0.99650000000000005 7.7500000000000009 0.62202380952380965 0.26562533285341133 1487.7158536676927 1508.2334054676469
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 6 -4 29 -2 -3 9 -1 27 11 -7 15 14 23 19 17 -17 -18 21 -21 -12 -16 -14 -15 -9 -13 28 -8 -5
right_child=1 2 3 4 -6 10 7 25 -10 -11 12 26 13 24 22 16 18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.010422505552490519 -0.0067710573319839183 -0.0062530022929938867 0.0074192575098053588 0 -0.0099322391854171788 0 -0.0011845054780547776 0.0010822870047652096 0.00013672948304789054 -0.0012203920619345263 -0.00048484896073306213 -1.5147353792292235e-05 0.0040934414251744258 -0.0077641382353894842 0.0049699755418782746 0.00080891173243130413 -0.0015161710972294363 -0.0077468858468211742 -0.007757718773847665 0.00050245467982392182 0.0069810317881082396 0.0047730787750054522 0.016587986968705459 -0.0062433996876864887 0.0010995894876188533 -0.0085172593965451952 -0.011874059454319352 0.012246161691559171 0.0078514326617845093 0.0088846084712131332
leaf_weight=12.870098531246187 14.645591408014296 13.283967629075049 43.130701169371605 7.592924088239676 9.0895205885171872 17.939373791217804 9.2908154428005272 9.9777156114578265 6.7770656049251548 13.219045564532278 1441.9784215688705 7.3437467068433788 16.892042711377147 13.180938065052034 16.437543123960499 157.12808015942574 52.348545610904694 16.974932312965393 42.522187083959579 1220.5301043242216 26.306034356355667 31.379858911037445 10.966409891843794 7.480629250407218 9.9541835486888868 9.6600084900856 12.199470132589338 10.023011445999144 9.149099722504614 9.0558208525180799
leaf_count=65 71 54 175 31 37 82 38 41 30 54 6846 32 73 57 67 747 228 79 190 5183 113 139 47 32 42 40 55 41 37 37
internal_value=-9.19593e-06 2.51775e-05 0.00211346 0.004368 -0.000337459 -6.76017e-05 0 0.00139383 -0.00624617 0.00376535 -3.2565e-05 -0.0040162 1.27421e-05 0.00273851 0.00572728 -5.20583e-05 -0.00157687 0 -0.0044243 9.48585e-05 0.000647556 -0.000365743 0.0100021 0.000490285 -0.00349688 -0.00310553 -0.00795473 0.00644951 0.00272973 0.00427067
internal_weight=3279.33 3259.68 143.473 68.869 25.7383 3116.21 74.6037 61.3197 19.6472 41.682 3101.56 37.4826 3064.08 74.9117 51.7766 2989.17 268.974 174.103 94.8707 2720.19 1246.84 1473.36 27.404 24.3727 23.1351 19.6377 19.5432 28.4629 18.4399 16.6487
internal_count=14763 14668 585 280 105 14083 305 251 95 170 14012 169 13843 318 219 13525 1244 826 418 12281 5296 6985 114 105 99 81 87 116 75 68
is_linear=0
shrinkage=0.0106442


Tree=219
num_leaves=31
num_cat=0
split_feature=85 27 120 27 35 31 31 131 4 26 105 125 90 131 137 112 5 27 114 4 28 40 50 148 145 150 47 122 56 95
split_gain=8.81655 10.9819 8.13456 8.99966 8.10746 8.15063 9.28104 8.07071 8.63276 9.69519 14.2735 9.3923 8.24987 7.92003 9.39316 9.30087 8.69235 7.58614 7.527 7.50149 7.46339 7.37822 7.19264 7.11758 7.09124 11.486 11.055 9.80046 9.16873 13.085
threshold=-0.20960573476702507 0.46828571428571425 2.7320000000000007 0.49118055555555562 6.9750000000000005 0.22980739360049704 0.14155117715812324 0.18350000000000002 1631.528803700912 0.49527777777777787 0.60850000000000015 0.45000000000000007 -0.016249999999999949 0.81650000000000011 6.2500000000000009 0.22750000000000004 1495.4264518949833 0.59414285714285719 2.4500000000000006 1578.4287882595038 4.154761904761906 2.8250000000000006 1.3250000000000004 0.25940328054298645 0.20195000000000005 0.53586959486578023 1.175 1.1465000000000003 1.8550000000000002 -15.749999999999996
decision_type=2 2 2 2 2 2 2 2 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 4 -4 13 6 -6 -3 9 10 -9 -11 -13 14 16 18 -2 -17 19 -16 -1 -18 -14 -19 25 -15 -27 -28 29 -26
right_child=2 7 3 -5 5 -7 -8 8 -10 11 -12 12 22 24 15 17 21 23 -20 -21 -22 -23 -24 -25 28 26 27 -29 -30 -31
leaf_value=-0.0017868406998409066 -0.007215137473847489 -0.011591773268668898 -0.0016686967329111642 0.0062871747265716565 0.0006896595094765417 -0.0042529566866841206 0.012979803636899425 -0.00055082996615730116 -0.0082913926206379229 0.0093405475900167397 0.0094885747741489113 -0.0049461400628276276 0.0035512442745093717 0.0028914449055329628 0.00031787270223859157 -0.0016647255696148968 -0.00050711627634519678 0.012108535962842157 0.01288558018888839 0.0069211283244192887 -0.009552276397633435 -0.0051934886821793499 -0.0048797957012505335 0 0.010946748771637413 0.0040326792311806969 -0.0048002847645073361 7.5640119087430686e-05 0.0010467932422415932 -0.00076089644612053944
leaf_weight=33.361341416835785 39.444255277514458 7.2106824517250052 21.085906833410263 50.00537109375 15.353606835007669 7.4244969040155402 16.556524127721786 32.332858815789223 13.563043937087057 8.5204135328531247 28.668778136372566 57.087106585502617 36.384365528821952 287.72420151531696 113.94221736490726 246.84021878242493 169.72934581339359 9.0221968144178408 7.3853986859321585 24.593433856964111 30.621606647968292 51.677367150783539 16.207126066088676 10.077073961496351 10.836561679840086 61.541247799992561 59.061184376478195 204.4660569280386 591.1672286093235 993.14843095839024
leaf_count=161 194 35 87 205 62 30 67 154 63 39 132 263 171 1309 531 1129 773 39 32 114 140 253 68 47 49 256 259 869 2517 4614
internal_value=4.94026e-05 -0.00181118 0.000217103 0.00377985 0.00012677 0.00492983 0.0073952 -0.000524922 -5.65136e-05 0.000508203 0.00399536 -0.00120272 -0.00211745 5.75428e-05 -0.000949253 2.66424e-05 -0.00253033 -0.00113228 0.00221067 0.00156585 -0.00566729 -0.00164833 0.000753541 0.00519971 0.000369043 0.00134232 0 -0.000977327 0 -0.000624079
internal_weight=3255.04 263.957 2991.08 71.0913 2919.99 39.3346 31.9101 199.974 192.764 179.201 61.0016 118.199 109.679 2880.66 672.712 411.861 260.851 265.939 145.921 138.536 63.9829 221.407 52.5915 19.0993 2207.94 612.793 325.068 263.527 1595.15 1003.98
internal_count=14662 1226 13436 292 13144 159 129 925 890 827 286 541 502 12985 3112 1892 1220 1215 677 645 301 1026 239 86 9873 2693 1384 1128 7180 4663
is_linear=0
shrinkage=0.0106442


Tree=220
num_leaves=31
num_cat=0
split_feature=85 34 86 149 35 84 40 120 132 105 85 111 29 28 131 137 146 86 131 35 77 147 132 29 125 145 99 137 34 77
split_gain=8.6459 12.8482 10.5219 9.2439 7.11287 7.46238 10.9574 10.3004 9.47875 8.48744 6.96875 8.13046 6.95257 6.84521 7.54782 8.48559 8.09185 6.55739 7.87616 5.8012 6.48171 7.40324 8.25192 9.8199 7.22999 13.2181 5.68541 5.42397 5.45867 5.36482
threshold=-0.20960573476702507 1.7850000000000004 3.7370689655172415 0.61434823896303536 6.9750000000000005 0.035900735294117601 3.9050000000000007 2.6835000000000004 2.7320000000000007 0.74850000000000005 -0.055749385749385698 9.0500000000000025 4.3875000000000011 5.8660714285714297 0.78900000000000015 6.2500000000000009 0.0034500000000000004 2.9128787878787885 0.70700000000000007 3.4550000000000005 1.2071428571428573 0.45136847331266761 1.3165000000000002 4.1833333333333345 1.2250000000000003 0.76495000000000013 0.74456521739130443 7.0500000000000007 1.3150000000000002 1.6547619047619049
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 19 5 8 7 10 13 -10 -7 -12 29 14 15 -2 -16 26 -19 20 24 22 -22 -24 -3 -26 -15 28 -9 -6
right_child=2 3 -4 -5 12 6 -8 27 9 -11 11 -13 -14 17 16 -17 -18 18 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0044960645867035314 -0.0034685250372974348 0 0.0061057900231471793 -0.0098777945830359794 -0.0010601965743491106 0.0036308304118399365 -0.0096021082004957362 0.0012931498770101851 0.0096221742372033185 0 -0.0043600960456179902 0.00035566153811482701 0.0099338601319149174 0.0024512806646654461 0.00010754284575128692 -0.00010659654134497551 0.0036184408957916163 -0.0016613244912435769 0.009557046682092056 0.0072934919329353297 -0.0039536541286725674 -0.0077973051174836617 0.013322766410607204 0 0.01482702152121514 -0.0017854817322694573 -0.0015622003146693703 -9.4831629271900417e-05 0.016062624361760213 0.00905515449826951
leaf_weight=113.77025520801544 140.48304446041584 32.314238652586937 34.04824735224247 9.5128912776708585 24.720169112086296 21.606722250580788 18.820640936493874 7.33055427670479 22.925995364785194 18.03519980609417 109.58801770210266 60.350106120109558 16.31684698164463 121.59193252027035 1972.4590939283371 232.94624775648117 77.738942235708237 7.9303198158740988 24.371249452233315 14.659383341670035 28.162852928042412 17.890876248478889 9.0554309487342852 18.080535963177681 12.642178595066072 7.7332184463739386 56.316714406013489 8.4268719255924207 7.525225356221199 7.4285015910863867
leaf_count=517 674 159 138 41 100 96 85 30 96 77 495 263 66 517 8903 1084 337 33 100 62 138 86 42 84 60 37 246 35 31 30
internal_value=4.88009e-05 -0.00179415 0.000214869 0.000184531 0.000143488 7.24242e-05 -0.00174655 -0.00100949 0.000235237 0.00532392 -0.00186335 -0.00262365 0.00419158 0.000152115 -3.37928e-06 -0.00139944 0.000245786 0.0019948 0.00647801 0.000940297 0.000117076 -0.00184428 0 0.00426977 0.00304068 0.008007 0.00112184 0.00556446 0.00948095 0.000950756
internal_weight=3254.78 263.822 2990.96 150.052 2956.91 2908.45 233.648 214.827 2674.8 40.9612 191.545 169.938 48.4655 2633.84 2423.63 373.429 2050.2 210.21 32.3016 140.539 125.879 73.1897 55.2988 27.136 52.6896 20.3754 177.909 23.2827 14.8558 32.1487
internal_count=14662 1226 13436 709 13298 13102 1035 950 12067 173 854 758 196 11894 10998 1758 9240 896 133 668 606 350 264 126 256 97 763 96 61 130
is_linear=0
shrinkage=0.0106442


Tree=221
num_leaves=31
num_cat=0
split_feature=85 40 105 147 28 132 11 105 10 49 35 103 127 95 123 133 29 104 144 135 40 40 40 130 84 90 107 1 14 105
split_gain=8.47467 9.69636 10.275 14.3799 7.28967 7.25387 10.0296 7.08848 8.74948 7.07154 6.94375 6.80267 6.30036 10.2661 12.4755 8.88524 8.65868 10.269 7.43411 7.19975 6.51341 9.72949 9.30956 6.2494 7.25577 12.9146 7.8959 7.81737 6.0984 6.4423
threshold=-0.20960573476702507 2.4050000000000007 0.64850000000000019 0.44470944031850551 4.154761904761906 2.7320000000000007 1.5523809523809526 0.12150000000000001 1.0333333333333337 2.8650000000000007 7.9500000000000011 2.9020000000000006 0.95000000000000007 7.4999999999999991 1.4470000000000003 0.81650000000000011 2.5857142857142863 0.77050000000000007 -0.00014999999999999999 0.58900000000000008 3.6850000000000005 3.4850000000000008 4.0950000000000006 2.5855000000000006 0.022211538461538404 0.12124999999999997 0.90450000000000019 1504.8031667706489 0.63333333333333341 0.30050000000000004
decision_type=2 2 2 2 2 2 2 2 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 23 3 7 9 10 -7 8 -3 -4 11 12 13 16 15 -15 18 -18 -2 20 21 -14 -22 24 26 27 28 -26 -1 -30
right_child=5 2 4 -5 -6 6 -8 -9 -10 -11 -12 -13 19 14 -16 -17 17 -19 -20 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.010090384042526632 0.0026607014220023785 -0.0046199857301126796 0.011959923814972928 -0.0080013357587320234 -0.0005548744288811975 0.00064665913579624887 0.010382512997796016 -0.0027201989457520427 0.0090732485720675868 0.0014151900542843389 0.0054515308657996598 -0.007611860407117527 0.00025564399937175452 0.006314923802907736 0.010949136522812059 -0.0025958908149153648 -0.00010913477393296156 -0.0038778747048213076 -0.0087041116643664061 0.0025092347549721685 -0.0049462115893993061 0.0050724208153935081 7.9787107729655041e-06 -0.011226382251642195 0 -0.0076741255002114083 0.0016850180937593897 0.016605745213620033 0.00050309096761778547 -0.0069945023009072935
leaf_weight=27.220730990171432 6.6376642584800711 6.2274817079305675 16.342873007059097 30.926959827542305 23.242714032530785 40.56264491379261 18.772305145859718 24.036239922046661 18.77796745300293 17.546368584036827 27.625162377953529 12.92721016705036 1915.5998443961143 19.040007933974266 16.602062925696373 37.177583187818527 362.04083624482155 108.3208811879158 30.712463930249214 166.35423463582993 65.094663634896278 49.080822572112083 114.25843258202076 12.92166632413864 6.667720630764963 8.2620488107204419 17.271422117948532 7.1380544751882553 22.272695332765579 24.820092052221298
leaf_count=126 31 32 71 147 106 173 78 121 89 88 112 56 8552 86 72 167 1697 491 149 727 307 231 507 56 30 38 78 31 100 113
internal_value=4.82771e-05 -0.00177684 0.000110687 -0.00227247 0.00363009 0.000212691 0.00390371 0.00112635 0.00524341 0.00680993 0.000134403 8.02064e-05 0.000118232 -0.000867695 0.00282212 0.000235421 -0.00141758 -0.000999355 -0.0064035 0.000370508 0.000199671 0.000381315 -0.0017316 -0.00390423 -0.00297943 0.00219138 -0.00433992 0.00885539 -0.00588139 -0.00322569
internal_weight=3254.48 263.675 137.101 79.9686 57.132 2990.81 59.335 49.0417 25.0054 33.8892 2931.47 2903.85 2890.92 580.531 72.8197 56.2176 507.712 470.362 37.3501 2310.39 2144.03 1964.68 179.353 126.574 113.653 22.0678 91.5849 13.8058 74.3135 47.0928
internal_count=14662 1226 654 389 265 13436 251 242 121 159 13185 13073 13017 2693 325 253 2368 2188 180 10324 9597 8783 814 572 516 99 417 61 339 213
is_linear=0
shrinkage=0.0106442


Tree=222
num_leaves=31
num_cat=0
split_feature=99 3 85 10 103 42 102 39 21 148 102 11 49 131 51 95 9 94 122 90 145 100 148 0 8 133 0 53 52 39
split_gain=9.19689 10.4309 13.4005 10.5844 10.6946 9.90273 8.91673 12.7635 8.67275 8.47712 7.9059 7.20661 7.20218 7.0887 6.82755 6.72662 10.033 8.7977 9.21248 8.37864 10.1112 9.03784 8.0786 7.52269 7.30007 7.58704 7.23431 7.1431 6.81129 6.68892
threshold=0.48684210526315791 1491.4375602172138 -0.14401433691756271 1.3785714285714288 1.8315000000000003 5.6750000000000007 0.70050000000000001 0.13261711728566269 0.41428571428571431 0.2645079041305457 1.0425000000000002 1.3785714285714288 2.2850000000000006 1.0500000000000003 1.5450000000000002 -2.9999999999999978 2.6904761904761911 22.050000000000004 2.2900000000000005 -0.31541666666666662 0.18255000000000002 1.1000000000000003 0.28892252608904478 1696.2204492211729 3.0333333333333337 2.0500000000000003 1493.4022411506282 1.925 3.0850000000000004 0.31416542543219317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 14 7 9 -5 12 11 -3 -7 -9 15 16 19 23 26 -2 21 -21 -22 24 25 -17 -19 -28 -18 -13
right_child=5 10 3 4 -6 6 -8 13 -10 -11 -12 29 -14 -15 -16 17 28 18 -20 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0040061874742033645 -0.0050180162739827186 -0.003888960130628942 0.0016419921055026425 0.010954649135737196 -0.0013474664079801103 4.7303133648624121e-05 0.00038365146737320388 0.014677824546309415 0 -0.0075695851550064679 0.0021271925941912877 -0.0018202235384832267 0.01069642123218521 0.0021412661099974536 -0.009901973255554251 2.6886459877452518e-05 0.00092558445745533568 -0.00073622497080613346 -0.0046187062161351464 0.0050072166043954236 -0.0021403698345786957 -0.00085692872090689328 0.0023106034103687056 -0.0046886491726082407 0.0050302005417710745 -0.0021072934518060172 0.010972537822886748 0.0032994769746840301 0.011032295304367496 0.004981456782165764
leaf_weight=22.649171650409698 72.998445942997932 76.673395425081253 78.05394946038723 52.784331575036049 11.173364862799643 25.384834200143814 184.62077949941158 17.985265657305721 10.678743630647658 9.3645726442337018 112.73309783637524 39.090450912714005 11.341875702142714 10.156077548861502 8.7895909547805768 1311.3557206690311 35.483445763587952 28.945631831884384 16.721350595355034 51.618168413639069 528.94106955826283 64.852115407586098 48.39581610262394 43.067717179656029 29.87515763938427 218.73152394592762 19.837034463882446 71.644577249884605 10.751525864005087 27.034413233399391
leaf_count=103 332 351 351 230 48 105 783 79 47 40 485 174 49 44 53 6008 157 125 70 236 2417 287 246 186 127 963 82 311 44 118
internal_value=-5.23293e-05 0.00139208 0.00339149 0.00455754 0.007466 -0.000276674 0.00169853 0.00482738 0.00918304 0.00112022 0 -0.00164331 0.00362164 0.0105263 -0.000480335 -0.000443791 -0.00124383 -6.39716e-05 0.00251565 -0.00154371 -0.00116304 0.0016519 -0.00174909 -0.000291219 -0.000163088 -0.000271345 0.00359339 0.00507801 0.00350275 0.000801891
internal_weight=3251.73 430.871 175.34 152.69 74.6364 2820.86 258.853 74.2326 63.4631 46.0913 255.531 142.798 36.7267 28.1413 2562.01 2553.22 813.041 1740.18 137.149 766.806 693.807 116.47 577.337 1603.03 1559.96 1530.09 120.427 91.4816 46.235 66.1249
internal_count=14651 1907 779 676 325 12744 1100 317 277 194 1128 643 154 123 11644 11591 3719 7872 588 3518 3186 523 2663 7284 7098 6971 518 393 201 292
is_linear=0
shrinkage=0.0106442


Tree=223
num_leaves=31
num_cat=0
split_feature=99 7 42 11 86 42 96 123 29 36 127 19 132 3 103 28 27 31 16 48 9 42 51 123 3 11 126 28 56 29
split_gain=8.99665 10.3536 9.70352 9.31664 9.87492 8.78999 10.9265 9.16298 8.66514 8.4838 8.34303 7.83058 7.63306 7.61185 7.55283 8.07497 7.77637 7.54926 7.24586 7.0635 8.89827 6.80239 6.72509 6.39851 6.2113 6.11803 6.94818 11.6137 10.0701 6.09209
threshold=0.48684210526315791 -13.039766609679303 5.6750000000000007 1.2071428571428573 2.2886904761904767 6.1650000000000009 6.5000000000000009 1.3040000000000003 4.2361111111111116 2.0850000000000004 0.7320000000000001 1.5000000000000002 0.76400000000000012 1458.705891552657 0.76750000000000018 6.7321428571428585 0.45414285714285713 0.17596296296296296 1.5000000000000002 1.8150000000000002 1.6547619047619049 3.0050000000000003 1.5450000000000002 0.94850000000000001 1522.4585192292941 2.5523809523809526 1.1055000000000004 4.7321428571428585 2.0050000000000003 0.81666666666666676
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 22 4 8 6 7 12 13 11 -1 -5 -4 -3 16 -16 18 24 23 -19 -21 -6 25 -7 -12 29 27 -27 -28 -2
right_child=2 3 5 9 21 14 -8 -9 -10 -11 17 -13 -14 -15 15 -17 -18 19 -20 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.001572593903838705 -0.0058736373880198039 0.00038774310440816638 0 0.0032407290925256307 -0.0037230866278259393 -0.013878908941601729 -0.0035286608589985132 0 0 0.00079570178968650911 0.0048941540172118391 0.015178666919687148 0.012214670689846668 -0.0087110864159642056 -0.0035862616117840664 0.0053716449712532211 0.0041991853326543861 0.013997228244154006 0.0052738657018874648 0.012067987226016532 -0.0019141667529892843 0.0059118853869151331 -0.0098530668790400115 -0.0011134106302390662 -0.0049093902080368304 -0.0029353245652334499 -0.0086903361082771285 0.010311277931501569 0 -0.00027167573453582027
leaf_weight=17.96651092171669 22.417035013437271 11.162169232964514 7.9254527091979972 29.095724552869797 10.786766827106474 6.735599800944331 11.749180525541304 12.302144736051558 43.272267818450928 166.40679678320885 28.18614935874939 9.4879798889160138 31.316679120063782 40.196498677134514 65.727884829044342 13.021372720599173 79.103037595748901 20.376959562301636 11.131706014275549 8.6756985038518923 10.280862227082251 26.123084634542465 8.7394640445709211 19.910243317484856 8.9638134986162168 26.917439147830009 37.6579919308424 10.261714190244673 28.470983356237411 2427.0928431451321
leaf_count=82 101 52 38 127 47 30 50 52 196 728 125 41 138 186 276 53 332 89 47 36 43 115 53 84 40 121 169 44 119 11037
internal_value=-5.16015e-05 0.00137673 -0.000273577 0.00046777 -0.0017013 0.00168127 0.00514852 0.00732999 -0.00357247 0.00191083 0.00450433 0.00644829 0.00985026 -0.00652927 0.000505857 -0.00197181 0.00226498 0.00606903 -0.00150735 0.00941284 0.00393144 0.00281183 -0.00047527 -0.00473408 0.00224625 -0.000439055 -0.00298904 0.00043862 -0.0050748 -0.000327226
internal_weight=3251.46 430.981 2820.48 336.531 131.541 258.923 63.2935 51.5443 94.6309 204.991 94.45 38.5837 39.2421 51.3587 195.63 78.7493 116.881 76.4835 37.7775 39.3335 18.9566 36.9099 2561.56 26.6458 37.15 2552.82 103.308 37.1792 66.129 2449.51
internal_count=14651 1907 12744 1492 596 1100 278 228 434 896 415 168 176 238 822 329 493 333 161 168 79 162 11644 114 165 11591 453 165 288 11138
is_linear=0
shrinkage=0.0106442


Tree=224
num_leaves=31
num_cat=0
split_feature=77 36 108 38 136 130 135 95 26 49 96 108 39 55 100 102 4 78 95 120 120 0 145 17 133 102 136 51 138 120
split_gain=8.10243 8.53787 7.46952 9.72623 8.30623 8.62067 7.98582 6.94735 15.8398 9.8828 7.91933 8.69361 10.8457 10.2241 9.32649 8.86937 8.7596 7.78755 7.50344 8.23209 8.10701 9.22496 7.5011 7.12578 8.91103 7.25768 6.93494 6.91021 6.69649 6.66583
threshold=0.099999999999999964 4.8550000000000013 1.0000000180025095e-35 0.15637447901033646 13.050000000000002 2.3165000000000004 0.31250000000000006 -17.249999999999993 0.49950000000000006 2.1650000000000005 3.5000000000000004 1.0000000180025095e-35 0.22132009213323287 1.7750000000000001 1.3650000000000002 1.0005000000000002 1404.5571874513419 0.96666666666666667 -5.2499999999999973 0.68350000000000011 2.1835000000000004 1463.4029589304748 0.17665000000000003 1.5000000000000002 1.6460000000000001 0.49850000000000005 14.750000000000002 1.1050000000000002 8.5000000000000018 0.47200000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 -3 5 28 -4 8 9 -2 11 12 14 -13 17 22 -15 -9 20 29 21 26 -14 25 -25 -21 -12 -6 -5 -20
right_child=1 2 6 4 27 -7 -8 10 -10 -11 18 13 15 16 -16 -17 -18 -19 19 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0072475633522266414 5.2270463012373592e-06 -0.0040499342515372206 0.0010157432250080544 0.0061180758264197475 0.0045489691865992048 0.012000812603003019 -0.0037084263747952594 -0.0069313062328733195 -0.0040644846196339823 0.017143364059208438 -0.00040388444183113426 -0.0010734017264139625 0.0030282444688733796 0.0035237489589822306 -0.0072372569980963799 0.0068848618627662681 -0.0054062155472207841 0.0026200384156748902 -0.0020887356273520947 -0.0034787742871420484 0.0054549145135427577 -0.0041154080241566473 -0.00031235209838801909 0.0036121902224543305 -0.0014457069533718968 0.00030848237753946232 0.0098191304916269689 -0.0046514095473992956 0 0.0090937719528278588
leaf_weight=17.633854225277901 7.5545814931392732 17.414337873458862 293.04217337071896 55.703725934028625 17.726926699280739 20.955229535698891 46.605140820145607 13.820178613066672 12.410103425383566 11.589889526367186 34.845316290855408 518.85649809241295 87.894712641835213 12.455480873584746 41.912906587123871 22.964651882648468 117.22971294820309 31.821903482079506 6.3660830408334759 61.482918903231621 15.222427681088446 115.25517058372498 556.27074837684631 148.33316950500011 50.322376191616058 835.0450783520937 9.0738590061664564 19.232076987624168 29.770159527659416 22.433220788836479
leaf_count=87 32 71 1245 241 73 87 197 67 55 51 153 2357 395 66 191 105 623 148 31 282 64 512 2573 655 218 3713 39 85 131 104
internal_value=-5.11188e-05 -8.62957e-06 0.00126618 0.00316435 0.00411369 0.00562507 0.000336618 -0.00024589 0.00469943 0.0109286 -0.000307535 -0.000863759 -7.25289e-05 -0.00176831 -0.00360633 0.000375523 -0.00446764 -4.21722e-05 0.000285525 0.000611202 -0.00175329 -0.00250856 0.000127175 0.000453143 0.00227813 3.7053e-05 0.00146932 0 0.00393921 0.00625755
internal_weight=3251.24 3233.61 500.45 160.802 143.388 106.429 339.647 2733.16 31.5546 19.1445 2701.61 1403.23 754.685 648.542 87.555 667.13 129.685 45.6421 1298.38 1123.98 174.397 159.174 644.165 1095.18 198.656 896.528 43.9192 36.959 85.4739 28.7993
internal_count=14651 14564 2130 688 617 459 1442 12434 138 83 12296 6525 3479 3046 406 3073 689 215 5771 5003 768 704 2968 4868 873 3995 192 158 372 135
is_linear=0
shrinkage=0.0106442


Tree=225
num_leaves=31
num_cat=0
split_feature=86 26 42 150 135 15 136 55 135 7 2 104 131 98 108 26 4 90 112 123 125 77 105 112 4 31 42 140 104 86
split_gain=11.5569 7.63324 8.10993 8.6531 6.67349 6.65438 7.11287 6.57702 6.05222 7.39177 7.75207 8.07839 7.02483 10.3241 9.47472 12.0463 10.9101 8.79823 9.47623 8.69511 8.56176 8.26328 7.70761 8.60968 8.32328 6.95857 6.25975 6.14123 6.33714 6.03376
threshold=4.7638888888888902 0.41050000000000003 2.3050000000000002 0.56722990168501719 -0.21099999999999999 0.45000000000000007 4.0500000000000007 1.6450000000000002 0.58900000000000008 1.9613683382643787 3.6169076162219658 0.47650000000000003 0.95000000000000007 0.68990384615384626 1.5000000000000002 0.56527777777777788 1439.2465105320982 0.15958333333333333 0.52250000000000008 1.1465000000000003 1.4500000000000002 1.3095238095238098 0.6585000000000002 0.77250000000000008 1446.39499315432 0.079077644606565911 4.2950000000000008 1.0000000180025095e-35 0.65150000000000008 2.8596059113300498
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -4 9 10 26 -12 14 22 19 16 -16 18 -15 25 -17 -19 24 -24 -14 -11 -3 28 -13 -28
right_child=-2 8 5 -5 -6 6 -8 -9 -10 12 11 27 13 17 15 20 -18 21 -20 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0029401270027402449 0.013138471292779879 -2.7888812052153288e-05 0.010729703439020542 -0.0043833074412260239 0.0066352548026662427 0.0020560649654149613 -0.0053452460437607941 -0.0015714709038335644 0.0018736862427702248 -0.0038044462762799949 -0.006115816737114946 0.003937616390721147 0.00060977880614805689 0.0013729025905822806 0.001024877478021222 0.0047937038051076124 -0.0049803645152612323 -0.0080429722263525086 -0.003101464004342816 -0.0019832084901493523 -0.0023993037164297408 0.003363183062008336 0.0012523134185881857 -0.0061712153731066791 0.0043879676001542479 0.0026112136629376712 -0.0036306811280040849 0.0085339807796368343 -0.0041799025816534807 0.0025441056793726333
leaf_weight=9.498345881700514 7.6353052258491507 1222.3111364841461 6.6932166367769268 19.476688712835312 31.012642472982407 14.830465897917746 107.01580046117306 15.30149821937084 216.63025496900082 19.869353920221329 55.098687365651131 14.261483341455458 105.32062239944935 252.09496386349201 42.791769206523895 42.720158472657204 131.01464004814625 27.772060543298721 67.424915343523026 83.301969662308693 31.307146728038788 8.2197595536708814 132.85445414483547 20.30326047539711 215.19151394069195 206.11903437972069 103.21281513571739 7.489646539092063 37.251769587397575 19.637034475803375
leaf_count=43 31 5540 30 85 138 71 517 79 952 95 255 65 460 1131 192 186 592 126 303 376 135 36 578 86 943 941 481 33 169 83
internal_value=5.58163e-05 2.20191e-05 -0.00196874 0.0011918 0.00413117 -0.00335976 -0.00435829 0.00169486 0.000157956 2.36518e-05 -0.000501262 -0.00317364 0.000583758 0.00120759 -0.000325867 -0.0018903 -0.00344148 -0.000135712 0.000395886 0.000893784 0.00160995 -0.00514653 0.00223795 0.00019971 0.00317919 0.00200071 -0.000266781 -0.000248311 -0.00172888 -0.00255826
internal_weight=3273.66 3266.03 203.829 59.9877 40.511 143.841 121.846 21.9947 3062.2 2845.57 1459.26 114.102 1386.31 829.182 557.124 247.834 173.806 355.512 319.52 309.29 74.0273 35.9918 473.67 153.158 320.512 225.988 1345.16 59.0029 51.5133 122.85
internal_count=14752 14721 963 266 181 697 588 109 13758 12806 6626 522 6180 3663 2517 1105 784 1596 1434 1412 321 162 2067 664 1403 1036 6104 267 234 564
is_linear=0
shrinkage=0.0106442


Tree=226
num_leaves=31
num_cat=0
split_feature=86 28 30 26 36 31 40 79 28 110 48 0 44 30 114 8 27 136 130 4 30 84 40 3 27 104 8 136 101 143
split_gain=11.3231 7.58243 7.90111 7.027 9.49616 8.17962 8.06203 8.34917 14.7873 8.30372 7.49011 6.70751 5.57857 5.50361 10.6156 9.42593 11.7914 10.0536 9.3208 12.3679 10.3724 8.35932 8.19187 7.96857 7.9146 10.4154 7.44548 7.22618 7.1835 6.989
threshold=4.7638888888888902 7.4722222222222232 0.16193829644533872 0.41050000000000003 2.0050000000000003 0.1482928240740741 2.7750000000000004 2.7221590667924036 4.1833333333333345 16.850000000000005 1.7250000000000003 1474.6298489260173 8.0750000000000011 0.065985900891561269 1.3165000000000002 0.81666666666666676 0.56707142857142878 6.6500000000000012 1.5855000000000004 1616.2758685276438 0.10470653377630117 0.032828947368421062 1.6950000000000001 1484.6611748951743 0.63645833333333346 0.44650000000000006 0.27619047619047621 3.1500000000000008 2.5500000000000003 -0.61049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 -6 -8 -7 -12 -9 14 23 16 17 26 19 20 -17 22 -20 29 25 -18 -15 -23 -19 -5
right_child=-2 2 -4 13 6 10 9 12 -10 -11 11 -13 -14 15 -16 18 24 28 21 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036594664961464188 0.013011071521094519 -0.0032408183624047914 0.0071662489498979165 -0.001481359850204756 -0.0014587750799337025 0.0070855965381881386 -0.0088854584652236952 -0.0085335300665312919 0.015768839636677707 0.0021936852271298595 0.0029105334794798602 -0.0084040330672145638 -0.00023435273339466507 0.0019971182658729213 -0.0085040304208304166 -0.0011536724102983382 0.0087588933829170195 -0.00027175985989041955 0.001594628658306141 -0.0022029994818764664 0.0020216685321832887 0.0040912408352869328 -0.00041642345889686134 -0.00014595992397664729 -0.005407739069104747 -0.00027910086846391293 -0.0046958672833092366 -0.0028494861550594332 -0.0081721655041601237 0.0096445148642906459
leaf_weight=29.405670121312141 7.6280382722616187 9.5482137501239759 32.16713684797287 6.0294591486454001 18.151634365320209 28.202593982219696 44.543692827224731 19.397239372134209 7.687037229537963 7.5235717445611945 17.307002395391468 8.774179130792616 22.664825230836868 19.131506517529488 7.2575483173131934 133.49341994524002 31.021084040403366 308.05795286595821 308.87069058418274 111.27420629560947 751.42252396047115 17.495358899235725 885.19724160432816 20.307382389903069 9.5450004339218122 23.007335484027863 152.25213304162025 189.96562786400318 13.846319302916525 32.326820895075798
leaf_count=138 31 42 134 29 92 131 227 89 36 38 74 38 100 91 34 628 142 1427 1294 506 3418 75 3926 100 43 104 719 832 62 152
internal_value=5.52126e-05 2.17391e-05 0.00453265 -3.33704e-05 -0.00194947 0.000697397 -0.00388338 -0.00127531 0.00326039 -0.00708304 0.00325081 -0.000493591 -0.00431103 9.23489e-05 0.00313533 2.0904e-05 -0.00122281 -0.00179229 0.000314127 0.0011032 0.0015308 -0.000239251 9.49901e-05 0.00475415 0.00303094 0.00471597 -0.00388751 -0.00221359 -0.000644181 0.00762202
internal_weight=3273.5 3265.87 41.7154 3224.16 203.657 83.6894 119.968 67.9007 25.8387 52.0673 54.2838 26.0812 42.0621 3020.5 65.9212 2954.58 556.861 493.288 2397.72 996.19 884.916 1401.53 1194.07 58.6637 63.5734 54.0284 171.384 207.461 321.904 38.3563
internal_count=14752 14721 176 14545 963 381 582 317 128 265 243 112 189 13582 315 13267 2588 2299 10679 4552 4046 6127 5220 281 289 246 810 907 1489 181
is_linear=0
shrinkage=0.0106442


Tree=227
num_leaves=31
num_cat=0
split_feature=86 28 149 145 3 122 105 49 108 110 36 41 37 137 150 122 124 98 28 150 4 44 124 102 29 44 123 6 126 101
split_gain=11.0954 7.41235 6.83119 6.74333 13.0554 6.2678 6.13059 5.4401 6.7996 8.63216 14.0706 10.4471 5.83582 6.60093 5.62624 7.48528 5.34801 5.29066 5.03208 9.49412 11.8041 7.69434 7.91408 6.53563 6.41668 5.45107 10.0958 9.67188 9.0943 8.32485
threshold=4.7638888888888902 7.4722222222222232 0.51553679372533356 0.99265000000000014 1493.6616661351266 1.7180000000000002 1.0765000000000002 3.6750000000000003 2.5000000000000004 20.450000000000003 3.2650000000000001 1.7850000000000004 0.3057346229130084 7.1500000000000012 0.46254438264199421 1.1625000000000003 1.3665 0.73798627002288331 5.1180555555555562 0.53586959486578023 1596.8437121261802 9.1850000000000005 0.55000000000000016 1.0425000000000002 3.9500000000000006 9.5750000000000011 0.87100000000000011 1521.4551670455869 2.4720000000000004 0.45000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 16 17 18 9 12 11 -11 13 -9 15 -10 -6 -4 25 20 24 22 -21 -22 -20 26 27 -1 -27 -28
right_child=-2 2 6 4 5 -7 -8 8 14 10 -12 -13 -14 -15 -16 -17 -18 -19 19 21 23 -23 -24 -25 -26 28 29 -29 -30 -31
leaf_value=-0.0036070783346035576 0.012885850343063643 -0.0037573957904276254 0.012745927576197238 0.015076124141556544 -0.011121386059923116 0.0066843221156705612 -0.00077129223245025146 -0.0085672357389364323 -0.0086333301069053577 0.015892228560340921 -0.0024620833343022694 0 -0.00064323906710138205 -0.00040546229061165929 -0.0080536902122929702 0.0069596038477626899 0.00093587284025327096 0.0014840254083684902 -0.00017237909636790182 0.0089887259743307215 -0.0085141801415294857 -0.0041741782720558195 -0.0011732447697398972 0 0.0033585934657804455 0.0019012921282675656 0.003164421683901227 0.004068525522409998 -0.0049647724209402862 0.00010447253304753847
leaf_weight=134.37342518568039 7.6202232688665381 7.6698361337184897 17.060901314020157 9.7777670919895154 6.7746527343988436 10.561784058809279 7.275260165333747 25.63801608979702 6.1946427673101407 12.863656193017961 18.382865861058235 7.794111803174018 221.00671045482159 25.112176388502121 28.735516279935837 7.9767970442771912 7.3305028527975082 9.717935264110567 97.254977434873581 8.7970953136682493 20.873498201370239 113.61775273084641 265.33809688687325 24.553888857364655 127.99250423908234 359.97723445296288 108.62303304672241 20.368194803595543 22.522464260458946 1531.5932593494654
leaf_count=619 31 34 70 44 32 45 30 136 36 65 94 39 1160 133 152 42 33 42 428 37 95 488 1120 108 562 1554 488 93 98 6844
internal_value=5.43396e-05 2.1186e-05 0.00448079 -3.32736e-05 0.00464567 8.57521e-05 0.00664435 -8.70916e-05 -0.00133323 -0.00074545 0.00386258 0.00999868 -0.00144605 -0.00473538 -0.00534627 0 -0.00411131 0.00905085 6.46322e-05 -0.000746057 0.000756535 -0.00182202 -0.000808869 -0.00412416 0.00178745 0.00031459 6.26221e-05 -0.00252895 0.00146957 0.000313514
internal_weight=3273.38 3265.76 41.7239 3224.03 34.4447 24.6669 34.0541 3189.59 353.704 310.798 39.0406 20.6578 271.757 50.7502 42.907 14.1714 14.1052 26.7788 2835.89 658.428 270.675 387.753 274.135 45.4274 225.247 2177.46 1794.96 154.742 382.5 1640.22
internal_count=14752 14721 176 14545 154 110 142 14391 1857 1627 198 104 1429 269 230 78 65 112 12534 2838 1193 1645 1157 203 990 9696 8044 712 1652 7332
is_linear=0
shrinkage=0.0106442


Tree=228
num_leaves=31
num_cat=0
split_feature=86 89 89 108 34 85 86 116 27 31 31 90 92 99 145 145 111 10 137 99 106 51 105 136 143 30 47 100 86 136
split_gain=8.46178 11.7211 20.1488 10.6422 10.5121 8.80996 11.2438 9.68466 8.85967 8.25458 10.7677 10.0578 10.6466 8.29783 8.20656 10.2033 11.263 8.97048 7.49675 7.96342 8.15219 7.6927 7.77919 8.69615 7.46981 8.40762 8.05434 10.4115 10.2357 7.46112
threshold=2.5266106442577034 1.0000000180025095e-35 0.45000000000000007 1.5000000000000002 4.2350000000000012 -0.088699186991869891 2.5568475452196386 -0.83349999999999991 0.51816666666666678 0.12773956167013276 0.14068287037037039 0.23541666666666664 -0.51791666666666658 0.71008403361344552 0.24245000000000003 0.25575000000000009 10.750000000000002 1.2583333333333335 15.15 0.71825396825396837 0.68150000000000011 1.2050000000000003 1.2615000000000001 3.9500000000000006 -0.61049999999999993 0.17731727235606373 1.9550000000000003 1.3650000000000002 2.3645104895104905 21.750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 5 24 6 -2 8 -7 13 -11 12 -12 -8 17 16 -16 -1 21 20 -20 22 23 -19 25 -4 27 28 -26 -5
right_child=3 2 4 29 -6 7 9 -9 -10 10 11 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0005409072040013221 0.014892204876225862 -0.0047711114991462605 -0.0014582618201139028 -0.00088851848290840676 0.012678798939886009 -0.0048811966469272626 0 0.0035783268626190003 0.0040685622064515169 0.0099567688232263789 -0.0085482341878217148 -0.011242100591822369 0.0020258662581619114 -0.0081064408961613373 0.00095746651464831227 -0.00037789188117382541 -0.0083688096474089403 0.0095481046145697406 0.0056942352343800906 -0.0055850411073001763 -0.0021323995671645481 8.2223992748221156e-05 -0.0015204798118471357 0.0031189707962345444 0.010366706857734068 -0.012959296157555486 -0.0027353068471230183 -0.00062347548233274543 0.00059032166939212722 0.0052596279172327431
leaf_weight=345.35480822622776 5.5334892123937598 172.23555707931519 37.807742938399315 361.53575584292412 7.2772650718688956 32.052450209856033 24.802117764949799 294.75701296329498 19.619595751166344 13.307296648621557 12.004275470972059 8.5793827325105649 93.814101874828339 27.727808132767677 20.656896814703941 1061.8264587521553 38.614391788840294 29.207941472530365 25.737656950950623 29.910150647163391 34.210477188229561 132.46966733038425 30.954960808157921 221.90584699809551 27.257196471095085 9.8722340613603574 49.957863330841064 57.25876185297966 26.27197328209877 23.523595452308655
leaf_count=1547 26 844 191 1557 33 140 109 1272 84 58 52 38 409 124 93 4857 174 122 111 134 148 630 130 933 130 46 278 266 123 101
internal_value=-2.32396e-05 -0.000363693 -0.00205529 0.000840821 6.46167e-05 0.00182029 0 0.0028234 -0.00127996 -0.000509099 0.000884807 -7.8768e-05 0.000727161 -0.00409756 -2.53993e-05 -0.000628521 -0.00494144 0.000757967 0.00166809 -0.0010399 0.0010528 0.00228041 0.00327556 0.00390855 -0.000325471 -0.00405964 0.000716873 0.00236828 0.0057645 -0.000485674
internal_weight=3276.04 2358.79 387.939 917.257 215.703 532.198 185.768 346.429 51.672 180.235 127.705 114.398 105.818 52.5299 1970.85 1121.1 59.2713 849.752 504.397 89.8583 59.9481 414.538 282.069 251.114 208.426 47.68 160.746 110.788 53.5292 385.059
internal_count=14760 10790 1911 3970 1067 2312 816 1496 224 790 557 499 461 233 8879 5124 267 3755 2208 393 259 1815 1185 1055 1034 237 797 519 253 1658
is_linear=0
shrinkage=0.0106442


Tree=229
num_leaves=31
num_cat=0
split_feature=108 93 99 128 20 145 105 136 130 7 55 10 130 77 134 27 10 102 104 42 147 40 104 122 99 135 130 141 78 78
split_gain=7.12468 10.3916 9.91311 9.79537 9.27409 8.96556 8.95243 12.727 8.33199 8.26295 8.23965 11.2679 9.67055 9.26147 7.83495 7.68046 10.7723 10.2337 14.4609 10.573 8.52805 8.46204 7.66767 7.54659 12.1664 10.0538 8.3547 8.1117 7.41817 7.35924
threshold=1.5000000000000002 20.550000000000004 0.53589743589743599 0.29150000000000004 2.5000000000000004 0.94975000000000009 0.30050000000000004 28.050000000000004 0.18350000000000002 -30.446274747526328 1.3250000000000004 1.6214285714285717 2.5280000000000005 1.2583333333333335 -0.21099999999999999 0.5158571428571429 1.9226190476190481 1.3555000000000004 0.74250000000000005 1.635 0.45056500727216336 3.5650000000000004 0.77050000000000007 1.7945000000000002 0.69782608695652182 0.15300000000000002 1.5635000000000001 1.3215000000000001 2.2321428571428577 0.34523809523809529
decision_type=2 2 2 2 2 2 2 2 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 29 6 10 9 -8 -4 -1 11 14 -12 -14 -3 16 23 18 20 -20 28 -22 -7 26 -25 -26 27 -10 -17 -2
right_child=1 5 8 -5 -6 22 7 -9 15 -11 12 -13 13 -15 -16 17 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0094731570797378338 0.0061553758049462124 -0.0094185549016771852 -0.0074869686275705416 -0.0029750314500296862 -0.0035164967815660276 0.015183198858325003 0.0045782877845600874 -0.0085556891061171429 0.00016921757111303199 -0.00010429668840680363 0.00025789828758754666 0.0065158994136623799 -0.00083177818660694727 -0.0095429294634186753 0.0013724756238478015 0.0031533945792309296 -0.0027243682935653379 0.0057020771154082973 0.0073226286776646859 -0.0047479328514623874 0.00086058495962249644 -0.0047077553356147089 0.00042601662595621246 0.0070976742204548271 0.0024606782981190169 -0.0048788292626192895 -0.0020195377321930714 0.0092372017921041379 -0.004246042838143259 -0.00074635216853314841
leaf_weight=10.820570662617682 17.996853992342949 9.3451327532529813 16.652175903320312 293.21521833539009 31.284470543265343 8.6542914807796496 184.86915890872478 8.2237742543220502 462.88050574064255 149.33200758695602 321.83928419649601 50.315547198057175 40.081312030553818 23.922341451048851 38.196648433804512 239.76763062179089 192.94758872687817 50.147797212004662 8.6065070778131467 75.427527636289597 137.39607591927052 39.503269746899605 10.313673764467238 42.20354151725769 70.834435850381851 29.96549616754055 238.39096413552761 11.560936510562895 15.228815823793409 445.78960148990154
leaf_count=46 82 39 77 1366 140 37 828 37 2184 660 1396 206 167 101 159 1101 862 217 36 342 621 177 44 181 306 129 1086 53 68 2012
internal_value=-2.30125e-05 -0.000654023 0.000366053 -0.00144552 0.00190351 0.000517075 0.00241323 0.00396458 0 0.00047728 0.000213228 0.00298657 -0.000462951 -0.00425164 -0.000527983 8.09327e-05 -0.000451328 0.0010856 0.000616545 -0.00338684 0.00141978 -0.000323564 0.00771227 4.88673e-05 0.00229121 0.00017472 -0.000386257 0.000412297 0.00267034 -0.000455913
internal_weight=3275.71 1259.67 2016.04 757.002 384.53 502.668 353.246 193.093 1631.51 160.153 483.7 97.8573 385.843 64.0037 47.5418 1614.86 1048.78 566.078 515.93 84.034 431.896 176.899 18.968 855.836 143.003 100.8 712.832 474.441 254.996 463.786
internal_count=14760 5609 9151 3460 1711 2149 1571 865 7440 706 2068 404 1664 268 198 7363 4801 2562 2345 378 1967 798 81 3939 616 435 3323 2237 1169 2094
is_linear=0
shrinkage=0.0106442


Tree=230
num_leaves=31
num_cat=0
split_feature=86 86 86 39 108 53 85 86 116 149 145 145 94 115 124 26 22 111 130 141 24 92 90 104 136 111 30 148 42 5
split_gain=8.30245 11.0771 13.2851 10.6875 10.3337 9.80612 8.61369 10.9314 9.47683 8.00489 7.9975 9.97286 11.2665 10.0336 9.17691 9.82225 7.5332 7.60718 8.83769 8.82658 7.427 7.33773 7.68513 9.13723 7.29748 7.28558 6.91033 7.90998 6.7817 7.90816
threshold=2.5266106442577034 1.0000000180025095e-35 2.0425438596491232 0.49989135195502482 1.5000000000000002 2.1450000000000005 -0.088699186991869891 2.5568475452196386 -0.83349999999999991 0.49947595138573098 0.24245000000000003 0.25575000000000009 13.050000000000002 1.2915000000000003 1.1000000000000003 0.41267857142857145 0.33166666666666672 22.350000000000005 1.7890000000000004 0.35950000000000004 0.53571428571428581 -0.51791666666666658 0.21874999999999997 0.85050000000000014 21.750000000000004 1.5500000000000003 0.17958733974358979 0.24185130950380487 2.1450000000000005 1492.913262578413
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 -4 6 -3 7 -2 26 -5 14 12 13 -12 -1 28 17 19 -19 -17 -14 -9 23 -23 25 -6 27 -8 29 -16
right_child=4 2 3 9 24 -7 8 21 -10 -11 11 -13 20 -15 15 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00085700508893683715 0.014639326245563021 -0.010346920507069342 -0.0013433376915035844 0.015535992814252131 -0.0083836571233323904 -0.0029813335235842537 -0.012606923262000521 -0.0065817204347559952 0.0035355921737151882 0.00085918148479142671 0.0065179993136564472 -0.00037927749121016214 -0.012484809208898738 -0.0086555154805853518 0.0073339789606567925 0.0044725792634967834 -0.00027062338907463666 -0.0060361962517994864 0.0037161381757585539 0.0010072066922982136 -0.001935822538809901 0 -0.0063596043620794051 0.0081468247456126883 0.0052049793704539576 -0.00053450434878101285 0.0053145027289625557 -0.00068435576579040374 -0.0073826368477806206 -0.0063002779717715677
leaf_weight=269.56486566364765 5.5641530603170386 30.986104369163513 253.25715419650078 7.3976491689682033 14.252767264842985 81.315712109208107 8.7898277789354307 20.11829674243927 294.97576369345188 13.808018580079077 14.108953610062601 1062.0469441562891 22.218729570508003 7.3677074611186972 10.718263626098635 219.92030738294125 129.0689467638731 23.428202942013741 17.930985197424889 148.58765722811222 15.485011786222456 124.40677112340927 17.600973352789879 18.080696389079094 23.543381571769714 347.13953623175621 12.431525006890295 30.431050136685371 22.638453677296638 8.3629734069108945
leaf_count=1211 26 149 1231 34 61 430 38 88 1272 63 65 4859 102 32 46 963 566 106 77 642 68 546 78 78 101 1496 53 133 109 37
internal_value=-2.27135e-05 -0.000360058 -0.00200757 -0.00070112 0.000833067 -0.00510706 0.00179788 0 0.0027893 0.00647402 -3.15221e-05 -0.000626971 -0.00489477 0.000824074 0.000741385 0.00150149 0.00189922 0.00260811 -0.00155445 0.00310376 -0.0084306 -0.000505624 0.000192417 0.0010754 -0.000474092 -0.000873097 -0.00126947 -0.00362386 -0.00338481 0.000808438
internal_weight=3275.55 2358.21 386.765 274.463 917.335 112.302 532.399 185.771 346.628 21.2057 1971.45 1121.23 59.1804 21.4767 850.221 580.656 538.936 409.867 41.3592 368.508 37.7037 180.207 160.088 142.487 384.936 361.392 51.6524 39.2209 41.7197 19.0812
internal_count=14760 10790 1907 1328 3970 579 2312 816 1496 97 8883 5126 267 97 3757 2546 2354 1788 183 1605 170 790 702 624 1658 1557 224 171 192 83
is_linear=0
shrinkage=0.0106442


Tree=231
num_leaves=31
num_cat=0
split_feature=86 145 3 122 48 126 123 29 7 110 145 91 29 127 102 30 79 55 3 105 24 47 38 123 3 136 49 106 148 53
split_gain=9.34042 7.71416 11.2947 10.6249 9.17996 10.5445 8.44092 7.53644 7.65067 9.71052 9.29751 7.68846 8.83017 7.59884 6.82577 8.08638 6.73808 6.6043 6.53498 7.48744 12.8426 7.45205 8.89261 15.0607 9.52079 8.79333 10.7193 10.3326 7.31999 6.51443
threshold=4.1833333333333345 0.99265000000000014 1493.6616661351266 1.7180000000000002 1.4350000000000003 2.8820000000000001 2.2930000000000006 4.0500000000000007 16.564123182632219 3.6500000000000008 0.20195000000000005 -1.0000000180025095e-35 4.7071428571428582 0.68350000000000011 1.0965000000000003 0.12456896551724136 2.7407640344747271 2.0250000000000004 1624.0118905439206 0.5635 0.73214285714285732 1.4450000000000001 0.27532232983256394 1.3660000000000003 1454.1052399990183 22.050000000000004 2.2050000000000005 0.8590000000000001 0.24343465278309467 1.6150000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 18 7 14 11 10 -10 12 -9 -13 15 -1 -7 -16 21 20 29 25 23 -23 -24 27 -27 -6 -22 -20
right_child=-2 2 3 -5 5 16 -8 8 9 -11 -12 13 -14 -15 17 -17 -18 -19 19 -21 28 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00088900293707469102 0.0086987756336683493 0.014524349695880394 -0.0046733382502220098 0.0093280711066645802 0.0023840109497461669 0.0030335925166534617 0.0062025740462027627 0.00019495005730858238 0.020205956331101432 0.00035247468487243538 0.0023193887878883044 -0.0049329281231667542 -0.0067929837774829572 0.00091524765023277539 0.0013583140401105885 -0.0044793029074843916 -0.0068280415794698115 -0.0069215517570472484 0.003255326035410087 0.00036810883536419922 0.011180391891857065 0.00059636765304715465 0.0031008885705234379 -0.0021654005623575313 2.422084097571014e-05 -0.0048101093653917879 0.0087039761251702947 -0.00068125822012613077 -0.00025758349747900306 -0.0062833723264897239
leaf_weight=127.61460343003273 13.757354214787481 9.9644809365272504 14.840680435299875 10.219545781612394 528.29830950498581 8.2501683980226499 16.805694833397865 32.186252608895302 6.7201368063688305 41.700383722782135 9.5797946006059629 28.917894452810287 45.451277256011963 190.10704451799393 79.97269532084465 188.1039921194315 38.053271472454071 12.566973090171812 7.4956600964069358 126.02366799116135 8.1594207286834735 497.85070040822029 180.63685962557793 400.61783669888973 327.77080722153187 45.999585911631584 7.3292984366416922 156.70034575462341 21.325131773948669 81.215885132551193
leaf_count=656 56 45 69 43 2201 35 71 155 31 190 44 143 215 907 367 916 162 68 32 543 34 2238 847 1779 1539 192 31 651 92 355
internal_value=-4.59884e-05 -8.62278e-05 0.00487373 0.000617739 -0.000143518 0.000174536 -0.00115052 -0.00132624 -0.000159181 0.00333945 0.0103374 -0.000878566 -0.00376084 9.52067e-05 -0.0023144 -0.00306132 -0.00484433 0.000120517 0.000276185 -0.00136271 -0.00329693 0.000467656 5.6651e-06 -0.000623398 0.001138 0.00133376 -0.00275604 0.00166748 0.00255185 -0.00535913
internal_weight=3264.24 3250.48 35.0247 25.0602 3215.45 2435.73 779.727 762.921 354.663 58.0003 16.2999 296.662 77.6375 219.025 408.258 315.719 46.3034 92.5397 2389.42 244.22 118.196 2145.2 1406.88 898.469 508.408 738.328 53.3289 684.999 29.4846 88.7115
internal_count=14707 14651 157 112 14494 10731 3763 3692 1685 265 75 1420 370 1050 2007 1572 197 435 10534 1056 513 9478 6403 4017 2386 3075 223 2852 126 387
is_linear=0
shrinkage=0.0106442


Tree=232
num_leaves=31
num_cat=0
split_feature=86 115 141 86 86 8 9 111 111 147 26 133 91 99 94 91 147 133 30 8 145 90 53 26 2 28 141 122 21 79
split_gain=9.14455 7.92452 9.53116 10.1541 9.37363 10.1281 8.32026 8.11059 7.97911 7.9636 7.72406 9.77744 9.2335 8.00089 7.29528 6.87293 6.84179 6.59559 9.24293 8.04371 6.47399 8.90725 7.67862 6.28154 10.2761 6.25734 7.10624 6.5568 5.82471 8.85795
threshold=4.1833333333333345 1.6905000000000003 -0.20699999999999999 3.517323775388292 2.3937969924812035 3.2071428571428577 0.099999999999999964 10.050000000000002 16.650000000000002 0.48544710124560408 0.47267857142857145 0.8660000000000001 -0.16041666666666662 0.86515151515151534 22.050000000000004 -0.12541666666666662 0.37413381983452565 0.8660000000000001 0.14124040920716111 1.3095238095238098 0.18695000000000003 -0.052083333333333239 2.1950000000000007 0.37050000000000005 -20.489482340601509 6.9500000000000011 0.60250000000000015 2.2565000000000004 0.22500000000000003 2.6906999843170061
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 9 5 6 -1 -7 28 10 20 13 -13 -12 -10 17 -6 18 -8 -19 22 -22 -4 24 -18 26 -17 -27 -3 -30
right_child=-2 2 3 -5 16 7 15 -9 14 -11 11 12 -14 -15 -16 25 23 19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.010220416412724771 0.008608398423749504 -0.00034951882154275786 0.0016247604592367049 -0.010485177948077917 -0.0078736733215918897 0.0091862627225519217 0.011326273017947946 -0.00055969740127109985 -0.0069342001543680563 -0.0025367555485426856 0.0008959352644326065 -0.0017024816877902571 0.0049949816382897395 -0.011493665956034255 0 -0.00026187184657501414 0.014056801764551846 -0.006005724420111741 -0.0036310864792379999 -0.00096744331790271946 -0.0057737215358294441 0.0030565961776440357 -0.010511985439776935 0.00052537230887795552 -0.00091897834331185224 -0.00010978356501187354 -0.0019403317846186979 0.010377712466403991 -0.0033009662286378914 0.0085202794683712745
leaf_weight=11.065945386886595 13.753833696246145 164.57988435029984 8.7815199494361895 7.0695684701204291 10.567299231886862 20.416489809751511 8.4446595609188098 14.808783456683157 37.633891493082047 35.32456561923027 20.813788115978245 23.605895280838013 218.2244935631752 7.6567828059196463 28.191611021757126 1089.0180641710758 10.260771304368975 79.812794864177704 9.0702203512191755 75.759047314524651 14.989312440156935 76.219135850667953 12.496312975883482 805.89504447579384 8.0791768133640272 11.32909992337227 397.31623563170433 11.862614855170248 9.1992620825767535 21.661285236477852
leaf_count=57 56 736 37 29 45 86 42 62 172 157 94 104 957 36 124 5020 45 393 44 351 68 343 59 3519 36 49 1802 49 43 92
internal_value=-4.52429e-05 -8.50913e-05 0.000926383 0.00191589 -0.000360012 -0.000809742 -0.000932425 0.00479117 -0.000643779 0.00215067 0.00261065 0.00358855 0.00429783 -0.00206755 -0.00386438 -0.000865105 0.000558825 -0.00289108 0.00298143 -0.00361967 0.000167499 0.00149037 -0.00500994 0.000679665 0.00688751 -0.000625851 -0.000717605 0.00480217 0.000387254 0.00465647
internal_weight=3263.91 3250.15 686.447 425.181 2563.71 1728.9 1693.68 35.2253 261.266 418.112 382.787 270.301 241.83 28.4706 65.8255 1682.61 834.802 173.087 17.5149 155.572 112.486 91.2084 21.2778 824.235 18.3399 1509.53 1486.33 23.1917 195.44 30.8605
internal_count=14707 14651 3051 1884 11600 7955 7807 148 1167 1855 1698 1191 1061 130 296 7750 3645 830 86 744 507 411 96 3600 81 6920 6822 98 871 135
is_linear=0
shrinkage=0.0106442


Tree=233
num_leaves=31
num_cat=0
split_feature=86 120 95 26 96 131 99 56 79 47 35 34 130 35 132 125 96 105 0 149 85 85 2 113 11 0 24 130 131 111
split_gain=8.95418 6.53572 6.35053 16.7935 6.4588 9.06763 10.2398 9.18064 7.80298 10.2742 7.56927 7.1253 7.01378 9.35535 7.08075 6.36348 8.97972 7.76719 6.09067 6.87934 6.48296 5.98903 5.93959 5.71374 5.40125 4.84422 6.93488 4.7696 4.59075 4.41524
threshold=4.1833333333333345 2.7320000000000007 -15.749999999999996 0.49527777777777787 3.5000000000000004 0.78900000000000015 0.6132478632478634 1.5850000000000002 2.4204709237934856 2.0950000000000002 7.2100000000000009 5.6000000000000005 1.8820000000000003 3.2250000000000005 1.4720000000000002 2.1000000000000005 6.5000000000000009 0.39350000000000007 1346.6508329934884 0.4915268008449985 0.17478885893980231 -0.13583850931677019 79.833515677390565 0.28650000000000003 2.0333333333333337 1500.0158440627013 0.30952380952380959 3.3165000000000004 1.3875000000000002 10.750000000000002
decision_type=2 2 2 2 2 2 2 2 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 10 6 7 -6 9 -7 11 18 13 -8 -14 17 -17 -10 19 -4 -20 -3 28 -9 -12 26 -13 29 -23 -24
right_child=-2 21 4 -5 5 8 12 23 15 -11 24 25 14 -15 -16 16 -18 -19 20 -21 -22 22 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0097250142423303317 0.0085192406050913945 -0.0037397655651541066 0.010527734374450499 -0.0032555802257226438 -0.007862213966795541 0.00033414530930133784 -0.00043510378019446838 0.004602300024871454 -0.0013212368915767115 0.014557350135654347 0.012405554341110911 -0.0022633381543750858 7.1237896121751803e-06 0.0061572832344642565 -0.0064724573416472513 0.0035892001759577153 -0.0029492932787943166 0.00071681429557449801 -0.0012840086215820869 0.0004348040322648638 0.0013977725296361585 0.011528879206864361 0.0064829265482782656 -0.003070758639219471 0 -0.0031365101600145918 0.0077727309189283842 -0.0051642397503732966 0.00030340809496103043 -0.001132895419107023
leaf_weight=24.840247228741646 13.749863713979719 11.231835946440695 10.064753055572508 19.10345858335495 43.926369354128838 16.177178636193279 61.625356778502464 13.387647092342375 280.83426804840565 10.567888259887694 8.3666291981935483 8.8151848763227445 46.896388664841652 37.764999210834503 28.97418500483036 137.84096233546734 26.999574318528175 845.86158911883831 1307.0653545409441 42.997746929526329 107.09813867509365 17.390901491045955 20.953494369983673 49.052592575550079 7.4228526055812827 8.714617967605589 28.102423667907715 8.5567280054092389 8.0260836482048017 11.198266655206679
leaf_count=109 56 47 47 86 208 75 296 58 1237 54 34 37 207 164 125 594 113 3714 6102 193 481 72 86 214 30 37 117 35 33 46
internal_value=-4.49956e-05 -8.44587e-05 -0.000162134 0.00384325 -0.000221748 0.000246124 -0.00147662 -0.00408374 0.000622117 0.00634653 -0.000718294 -0.000800999 4.5782e-05 0.00196421 -0.00232907 0.000495452 0.00245459 0.000199508 -0.000935406 0.00254694 -0.00107349 0.00296547 0.00426307 -0.00125756 0.00654148 0.00329071 0.00509211 0.00142426 0.00839695 0.00350404
internal_weight=3263.61 3249.86 3172.5 43.9437 3128.56 1599.91 281.628 106.367 1318.28 26.7451 1528.65 1512.86 175.261 99.3904 75.8706 1291.54 164.841 1126.7 1467.23 53.0625 1414.16 77.3573 66.1255 62.4402 15.7895 45.6322 36.9176 40.7085 25.417 32.1518
internal_count=14707 14651 14332 195 14137 7059 1272 480 5787 129 7078 7014 792 460 332 5658 707 4951 6823 240 6583 319 272 272 64 191 154 167 105 132
is_linear=0
shrinkage=0.0106442


Tree=234
num_leaves=31
num_cat=0
split_feature=52 5 108 30 122 145 145 102 114 9 79 84 4 110 52 102 8 136 38 8 105 142 52 130 86 146 78 126 4 46
split_gain=7.11358 8.24184 10.7656 10.5586 9.43026 8.49929 8.03638 7.91068 10.5976 10.0957 8.28873 9.55032 8.17927 7.87731 6.91771 6.84341 8.12066 8.32866 7.83654 7.7928 6.74199 6.45809 6.23634 10.2701 6.56646 6.55452 6.23448 8.62828 6.2182 6.06076
threshold=2.9450000000000007 1514.6738060989455 1.0000000180025095e-35 0.28165064102564102 1.1940000000000002 0.23865000000000003 0.50565000000000015 1.4125000000000003 1.5500000000000003 0.79285714285714304 2.8477419616417294 0.024772727272727203 1475.3983402500837 14.350000000000003 4.0250000000000012 1.9805000000000004 1.6214285714285717 5.1500000000000012 0.21967646205973115 2.378571428571429 1.0835000000000001 0.26450000000000007 2.9050000000000007 2.1180000000000008 3.4405882352941179 0.016250000000000004 1.5523809523809526 2.3165000000000004 1473.0023773383252 4.1950000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 4 6 7 26 14 -3 9 12 13 -10 -12 -9 -4 -6 16 18 -18 -7 -19 21 -11 24 29 25 -1 27 -2 -27 -24
right_child=1 2 3 -5 5 15 -8 8 10 20 11 -13 -14 -15 -16 -17 17 19 -20 -21 -22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.00035400367273305555 0.0029773813061535984 0.0042885022304759478 -0.005096041856095493 0.01040618906769844 0.0049791748995315719 -0.0051715116564846186 -0.0040209294711531706 -0.0081891242235360498 0.010125943925878561 -0.0081452889508112098 0.0043963379891641743 -0.0082710703183439191 -0.00038536798652410396 0.0068978559164959994 -0.0046177957567002173 -0.0052383504682007101 0.010015761358207462 0.0042687324745707489 0.0013676765472740761 -0.0034890150438311269 -0.015429261276605943 -1.8160166533156537e-05 -0.0076939191437717163 0.0048148365502850175 0.0025413756863623283 0.0010660814164116315 -0.0043159619619261179 -0.0080851714943914223 -0.0083206781926728896 0.0010805532702915634
leaf_weight=2304.0189193934202 47.561200737953186 67.276360154151917 11.761284008622171 7.3606653958559027 143.84201762080193 28.241374805569649 15.152665227651594 23.832215771079063 14.509012579917906 32.833253622055054 21.057000026106838 9.8678948879241926 50.897099822759628 12.566456899046896 7.9094714969396582 17.352987319231033 20.802022203803062 51.700556635856628 76.000562965869904 19.081125542521477 10.371983900666235 20.706568136811256 41.327075079083443 11.50800436735153 86.875261008739471 9.53728039562702 42.374134182929993 9.3367382586002332 22.686669036746025 8.8236023783683759
leaf_count=10707 201 278 49 30 596 118 64 98 59 137 86 41 210 52 32 72 86 215 319 79 44 86 179 49 355 43 179 39 103 38
internal_value=-0.000125923 0.000768765 -0.00058622 -0.00186497 0.00166178 0.00246255 0.00263371 -0.00234873 -0.000473573 -0.00478339 0.00347479 1.49766e-05 -0.0030145 0.000668091 0.00440983 0.00102717 0.00163596 0.0039578 -0.000303275 0.00202918 -0.00702264 -0.00519809 -0.000404659 -0.00376328 -0.000314866 -0.000425569 -0.00117623 0.000977649 -0.00521688 -0.0059409
internal_weight=3247.17 762.395 298.192 215.763 464.202 364.93 82.429 208.403 120.163 88.2395 45.4339 30.9249 74.7293 24.3277 151.751 213.179 195.826 91.5837 104.242 70.7817 63.9118 53.5398 2484.78 61.6587 2423.12 2336.24 99.2721 56.8979 32.2239 50.1507
internal_count=14644 3170 1234 892 1936 1517 342 862 494 368 186 127 308 101 628 889 817 380 437 294 267 223 11474 266 11208 10853 419 240 146 217
is_linear=0
shrinkage=0.0106442


Tree=235
num_leaves=31
num_cat=0
split_feature=56 5 120 22 121 8 4 36 84 34 9 122 147 135 133 127 8 12 118 122 98 11 147 8 111 92 90 14 126 137
split_gain=7.75949 6.28457 7.52343 7.38239 7.23275 6.20945 6.20008 7.70256 6.00845 8.98123 10.4428 7.97205 7.8772 7.88592 7.86981 9.3 8.29327 7.34317 7.34043 7.01281 7.82809 6.98674 6.86091 8.56948 8.21138 7.94629 7.28396 6.8489 6.6744 6.55292
threshold=2.1150000000000007 1515.1481659527478 1.2360000000000002 0.33166666666666672 1.1180000000000001 0.59166666666666679 1534.3227843928578 3.1450000000000005 0.03156417112299461 4.285000000000001 2.3452380952380958 1.7945000000000002 0.44738688411744465 0.38900000000000007 2.8165000000000004 1.9500000000000002 0.37857142857142861 1.0000000180025095e-35 2.5500000000000003 0.84800000000000009 0.45804195804195807 2.577380952380953 0.43375685993796237 1.6547619047619049 3.5500000000000003 -0.30166666666666658 0.099999999999999964 0.90000000000000013 2.4720000000000004 7.1500000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 -4 -2 7 -3 9 10 11 14 28 -14 15 18 -17 29 -1 -19 -21 -16 24 26 -13 -25 -24 -26 -11 -12
right_child=1 6 4 -5 -6 -7 -8 -9 -10 12 17 22 13 -15 21 16 -18 19 -20 20 -22 -23 23 25 27 -27 -28 -29 -30 -31
leaf_value=-0.00016077731301903013 0.005581405889375602 -0.0084659748880280879 0.0098949475688926061 0.0046864881727389949 0.0025515206932881108 -0.0041471718773584305 0.001173855603553968 0.00048624556990364853 -0.001804536537730653 0.0057915982505509231 0.0014155056615441364 0.0036662465567706992 -0.0024777644822378728 0.0068538660207205495 0.0097915389257955364 0.0076602520073529292 -0.003409446390780693 0.0034426487550930189 -0.0059452428310862084 0.00092722151385304843 -0.0084509538366740848 -0.00095387304370740309 0.00028122628584754153 -0.0038597728282529996 0.00045400637299190555 0.0041071076057113583 -0.01088008928835011 -0.0044531329794486188 -0.0012976596487215913 -0.003906731069324083
leaf_weight=1621.9078143388033 7.9331825375556937 22.020153477787971 18.166516587138176 21.190838813781738 176.01245832443237 49.282315462827682 56.603166431188583 17.48034031689167 278.05918820202351 73.136119365692139 55.929694667458534 38.84080009162426 49.500249817967415 12.759374827146528 15.977259159088137 7.4977033138275138 164.96634641289711 7.2554757744073859 25.406144559383392 10.086140245199202 52.123306185007095 9.170358404517172 72.980196237564087 14.070463582873343 60.904362469911575 176.29227304458618 7.1538830101490012 61.157803997397423 16.087160363793373 46.866558119654655
leaf_count=7603 33 92 75 89 725 206 234 71 1237 318 250 171 212 54 69 34 740 34 114 45 237 39 315 61 263 749 32 264 67 211
internal_value=-0.000124673 0.00132378 0.00216097 -0.000507718 0.00329257 -0.00261488 -0.000941623 -0.00423868 -0.000313865 -0.000150412 -0.000309805 -0.000113775 0.00235675 -0.000396829 -0.000422575 -0.000509575 -0.00286736 -0.00283931 -0.000256359 -0.00554491 -0.00676179 0.00545587 0.00118252 0.00222531 -0.000505323 0.00346313 -0.000584252 -0.0019187 0.00439579 -0.000908922
internal_weight=3246.82 368.689 272.585 78.4063 194.179 57.2155 96.1037 39.5005 2878.13 2600.07 2448.59 2276.33 151.483 62.2596 1844.93 1819.78 172.464 172.261 1647.31 69.4649 62.2094 25.1476 431.4 270.497 160.903 190.363 80.1341 122.062 89.2233 102.796
internal_count=14644 1525 1128 328 800 239 397 163 13119 11882 11231 10454 651 266 8599 8491 774 777 7717 316 282 108 1855 1157 698 810 347 527 385 461
is_linear=0
shrinkage=0.0106442


Tree=236
num_leaves=31
num_cat=0
split_feature=56 31 5 102 4 120 136 107 31 130 102 29 40 46 98 53 133 36 108 149 144 145 142 25 103 31 130 149 117 8
split_gain=7.60346 6.57435 6.14656 8.27049 9.69935 7.35563 7.71529 7.34739 8.38326 7.75207 7.16721 10.9489 8.24148 9.78219 7.52992 6.92914 6.60427 6.48141 6.13224 11.243 13.0553 11.276 9.20038 8.97963 8.45345 8.41742 11.0048 8.49001 10.442 7.5878
threshold=2.1150000000000007 0.65504807692307698 1515.1481659527478 1.7895000000000001 1534.3227843928578 1.2360000000000002 6.9500000000000011 0.77250000000000008 0.15175492610837432 1.3875000000000002 1.9995000000000003 2.683333333333334 2.5950000000000002 5.6050000000000013 0.68990384615384626 1.8250000000000004 1.8945000000000001 1.9550000000000003 1.5000000000000002 0.50196630607383896 0.0052500000000000003 0.90145000000000008 0.45000000000000007 0.91666666666666685 0.22750000000000004 0.095413165266106423 2.3875000000000006 0.4915268008449985 0.41650000000000004 1.1833333333333336
decision_type=2 2 2 2 2 2 2 2 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 18 5 4 -4 6 17 9 -9 -8 11 -7 13 -13 16 -6 -14 -2 25 20 21 -20 29 -22 -21 26 -1 28 -27 -23
right_child=2 -3 3 -5 15 10 7 8 -10 -11 -12 12 14 -15 -16 -17 -18 -19 19 24 23 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0026472863699674803 0.0022293566619814432 -0.0053028474738795418 -0.0071195470541041261 0.0048346168005455681 0.0079275808407655631 -0.0037221424016154513 0 0.0043450621453298231 -0.0092490725270066385 0.010431105429528605 -0.0036296571983114646 0.0084004966382462791 -0.0039182889345204088 -0.00056871568093008816 0.0056566804366145257 -0.0018148222581415103 0.0062291929438984418 -0.0086468656715165786 -0.0048433083332828468 -0.0057909154409975768 0.0064989441659107812 0.0059358046728833699 0.011557612168896746 -0.0064482715861144549 -7.0228692161663372e-05 -0.0034548358782548042 0.0079296925840893276 1.2260027828985779e-05 0.0028175813328756914 -0.0095975989112451424
leaf_weight=181.90450821816921 7.1950319856405285 29.791472628712654 32.069691136479378 20.810822054743767 10.911548987030981 17.870879471302032 16.93736007809639 8.1186128407716769 11.498273089528082 15.433938741683958 14.292306929826735 77.713090151548386 28.76320968568325 14.136439964175223 32.231148540973663 32.286249116063118 9.2506854683160764 19.214423537254333 183.14684073626995 30.582803785800934 24.66156001389027 6.0254055112600344 8.8137229532003385 7.3246407955884925 795.82245796918869 32.757959738373756 11.449073657393454 1307.7142082899809 250.16223904490471 7.5929382294416428
leaf_count=872 30 134 133 85 44 73 71 34 48 64 59 320 119 57 134 135 38 81 871 135 114 30 41 33 3541 161 50 5907 1193 37
internal_value=-0.00012323 -0.000310574 0.00131042 -0.000929538 -0.00266268 0.00213822 -0.000499539 0.00173033 -0.00308816 0.00497444 0.00325677 0.00386197 0.00476285 0.00690582 0.00181142 0.000403167 -0.00117288 -0.00528643 -0.000254668 -0.000895439 -0.00294127 -0.00394878 0.00288682 0.00320608 -0.000294631 0.000121607 -0.00196672 0.000382056 0.00205424 -0.00195441
internal_weight=3246.48 2877.75 368.734 96.0783 75.2675 272.655 78.3976 51.9882 19.6169 32.3713 194.258 179.965 162.095 91.8495 70.245 43.1978 38.0139 26.4095 2847.96 1063.97 237.565 205.579 22.4321 31.9862 826.405 1783.99 193.354 1590.63 282.92 13.6183
internal_count=14644 13119 1525 397 312 1128 328 217 82 135 800 741 668 377 291 179 157 111 12985 4802 1126 979 108 147 3676 8183 922 7261 1354 67
is_linear=0
shrinkage=0.0106442


Tree=237
num_leaves=31
num_cat=0
split_feature=86 138 47 29 38 123 115 80 133 42 106 97 149 86 10 120 30 6 141 38 11 136 6 131 104 100 4 104 80 94
split_gain=7.96104 7.58141 7.06203 15.3886 8.30057 7.31174 12.0201 9.19417 7.47202 8.56902 8.31574 8.17855 6.99008 6.53542 6.18169 5.84104 6.89278 9.44312 7.15372 6.81029 5.69243 5.60796 8.12883 7.10877 7.01298 8.62149 7.52767 5.66319 5.54687 5.29918
threshold=3.7370689655172415 9.5000000000000018 1.4450000000000001 1.8660714285714288 0.22181623344588908 1.7575000000000001 0.9285000000000001 0.075826485536503105 2.2110000000000007 4.5150000000000006 0.31850000000000006 3.5000000000000004 0.49947595138573098 3.517323775388292 1.7928571428571431 0.35400000000000004 0.065985900891561269 1488.0531103287774 -1.2704999999999997 0.22815807023100138 0.84523809523809534 17.950000000000003 1493.667378483854 1.0500000000000003 1.1755000000000002 2.5500000000000003 1476.1974494349422 0.91750000000000009 0.094882947619222419 17.550000000000004
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 2 2 2 2 2 2 2
left_child=2 14 5 29 -5 7 -7 13 9 -9 -11 -12 -8 21 -2 -6 17 -17 28 -20 -19 24 27 -24 25 -1 -26 -23 -18 -4
right_child=1 -3 3 4 15 6 12 8 -10 10 11 -13 -14 -15 -16 16 18 20 19 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0011824341360541645 0.0050223974325802915 0.011433495832939747 -0.0082666386705335295 0.0022381337301199651 -0.0076058834089178847 0.010842001020292667 0.0088907638266088555 -0.0024957561080414877 -0.0087492770580627835 0.010861564194577476 -0.003199843045552877 0.0097919534589865093 0.00097431244729600153 -0.0047273131646915151 -0.0036812272161721349 0.013703099712737256 -0.0040015602229488542 0.0071150723092916184 -0.0049534873556092342 -0.00025352255568892972 -0.0016721494771265006 -0.008083830035167227 0.0048006257735294542 -0.0022362753147613067 -0.005479146350912502 0.0053828423259038296 0.00057793980051548568 0.0014450706297338247 0.0043599500462799447 0
leaf_weight=504.29555310308933 23.403889566659927 12.759532213211058 37.879217803478241 134.60385018587112 13.166320249438284 17.435282185673714 14.007790401577948 138.18129527568817 16.991366341710091 11.073859080672262 22.039004489779476 7.3107132315635672 211.10695394873619 24.063886553049088 14.101611971855162 8.7119528502225858 98.44073486328125 12.038572028279303 36.073620468378067 1590.203901514411 24.354150876402855 26.585623949766159 27.73030062019825 37.732480049133301 33.41431987285614 64.708274707198143 68.623520165681839 7.2665822207927695 8.7155289202928525 14.611484870314596
leaf_count=2124 95 52 181 582 67 73 59 626 72 46 93 30 878 98 57 41 463 61 160 7513 120 113 117 159 138 267 284 30 43 68
internal_value=1.67659e-06 0.00420806 -6.08955e-05 -0.000457787 -0.000297111 0.000567774 0.00222734 0.000150587 -0.00190282 -0.00119274 0.00300182 0 0.00151352 0.00066937 0.00147018 -0.00049343 -0.000434878 0.00364291 -0.000547037 -0.000364228 0.000946318 0.000851568 -0.00146179 0.000584303 0.00120958 0.00167855 -0.00130274 -0.00572844 -0.00322356 -0.0061544
internal_weight=3261.63 50.265 3211.37 1978.8 1926.31 1232.57 242.55 990.017 195.596 178.605 40.4236 29.3497 225.115 794.421 37.5055 1791.7 1778.54 45.1047 1733.43 1626.28 36.3927 770.357 99.315 65.4628 671.042 569.004 102.038 33.8522 107.156 52.4907
internal_count=14710 204 14506 9299 9050 5207 1010 4197 867 795 169 123 937 3330 152 8468 8401 222 8179 7673 181 3232 419 276 2813 2391 422 143 506 249
is_linear=0
shrinkage=0.0106442


Tree=238
num_leaves=30
num_cat=0
split_feature=120 29 122 41 111 123 26 133 143 89 55 102 55 134 137 94 9 85 31 55 144 111 114 45 120 103 147 102 41
split_gain=7.79722 8.22567 7.59753 8.75966 6.91469 6.84714 6.68205 6.14876 6.37909 5.99576 5.90054 12.4976 6.21822 11.8221 7.66348 6.54524 7.21966 6.23624 5.66601 6.11786 5.06689 4.60964 8.4232 5.23154 4.54064 4.43825 4.25739 2.99801 1.1593
threshold=2.7320000000000007 5.1833333333333345 2.5530000000000004 2.8750000000000004 31.450000000000003 1.3245000000000002 0.60816666666666686 1.3165000000000002 -0.67149999999999987 0.05000000000000001 2.0350000000000006 0.65750000000000008 1.9350000000000003 -0.21099999999999999 6.8500000000000005 17.550000000000004 1.9666666666666668 -0.15669467787114846 0.21960458240946049 1.7250000000000003 -1.0000000180025095e-35 11.350000000000003 1.2750000000000001 1.3350000000000002 1.2110000000000001 0.83350000000000002 0.45056500727216336 1.6315000000000002 2.1850000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 10 25 7 -2 -9 28 12 21 15 24 -15 17 -17 -1 19 -5 -13 23 -23 -12 -14 -4 -6 -22 -3
right_child=1 9 5 18 26 -7 -8 8 -10 -11 11 20 13 14 -16 16 -18 -19 -20 -21 27 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0022862009991279362 -0.0023205823076221039 0.0065763507437201227 -0.00081253587989185043 0.012905027330327053 -0.011001602083741568 0.0011314284333790116 -0.0059792855760739255 0.00010311038383547013 0.011059786725274651 0.00066563325141640462 0.0027222523538386386 0.0011135279762742585 0.00026488956453661535 0.00031606237370063292 0.0070906678947863623 0.00096353013907372399 -0.0010675687483747693 -0.00023775869208890728 -0.00079373267615409345 0.0018177260928776767 -0.0080096104922065849 0.01279974164363921 -0.0018540389874841369 -0.0042081783476965373 -0.0077775995805572018 -0.011748631068353624 0 0 0.016651341125804936
leaf_weight=193.69275853037834 14.020776018500326 7.219839125871661 8.7944449484348315 13.531579077243807 10.593571975827219 11.15163618326187 12.005017310380934 14.168331056833265 13.914392516016962 9.7663010358810407 23.638392314314842 7.930030331015586 13.35833862423897 35.24021252989769 51.544550836086273 967.71405908465385 244.97825656831264 1445.1874144524336 10.329839169979094 14.111994728446005 45.837919041514397 9.0525702685117704 6.6458879411220542 24.521289497613907 13.760902360081671 15.483816534280775 7.2702148556709281 7.67906729876995 8.1513982564210874
leaf_count=899 59 30 37 55 49 47 49 58 57 40 108 42 68 178 251 4294 1072 6516 42 57 241 49 36 142 65 66 33 37 33
internal_value=1.65184e-06 0.00330276 -7.7262e-05 -1.87238e-05 -8.41162e-05 -0.00498004 0.000749251 0.00291697 0.00590554 0.00838179 -4.25336e-05 -0.00230686 4.96064e-05 0.00249006 0.00446064 -4.41961e-05 0.000544572 -0.000486258 0.00505822 0.00762454 -0.00575731 0.000849008 0.00592774 -0.000588621 -0.00342915 -0.00821937 -0.00669134 -0.00697148 0.0126017
internal_weight=3261.29 79.2461 3182.05 3146.62 3108.65 35.4299 54.1085 42.1035 28.0827 25.1375 3090.78 125.305 2965.48 113.904 86.7848 2851.57 1212.69 1638.88 37.9734 27.6436 61.447 63.8581 15.6985 48.1597 27.1192 24.2783 17.8638 53.517 15.3712
internal_count=14710 326 14384 14234 14080 150 223 174 115 103 13998 655 13343 562 429 12781 5366 7415 154 112 320 335 85 250 133 103 82 278 63
is_linear=0
shrinkage=0.0106442


Tree=239
num_leaves=31
num_cat=0
split_feature=28 86 138 98 98 126 47 31 12 123 150 115 31 94 31 47 130 4 4 30 147 144 53 31 122 47 147 110 130 123
split_gain=9.22551 7.16759 7.06196 6.80572 6.62196 6.18818 5.69962 8.76089 8.38622 8.12138 12.4597 9.85665 8.1934 11.7457 8.07675 11.1491 12.9075 10.5713 9.76462 8.96782 7.76648 7.51573 8.1872 7.38278 6.83045 8.25657 7.80582 6.73345 6.45979 8.20777
threshold=7.4722222222222232 3.7370689655172415 9.5000000000000018 0.66025641025641035 0.73508771929824568 1.7320000000000002 1.4450000000000001 0.27724034825433125 0.55000000000000016 1.7575000000000001 0.54301613104914359 0.9285000000000001 0.16077672327672329 16.050000000000004 0.14523021781086298 1.4350000000000003 1.7890000000000004 1489.9174711797841 1503.7235283985221 0.095413165266106423 0.37413381983452565 -0.00024999999999999995 1.7650000000000003 0.18874521704710381 1.8620000000000003 1.385 0.44067136878457086 2.4500000000000006 1.4365000000000003 1.6860000000000002
decision_type=2 2 2 2 2 2 2 2 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 -3 5 -2 9 20 -9 14 12 -12 13 -11 17 21 -17 24 -19 -20 -8 22 -16 -23 25 -1 -26 -10 -22 -30
right_child=4 2 -4 -5 -6 -7 7 8 27 10 11 -13 -14 -15 15 16 -18 18 19 -21 28 23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0056949290892811411 0.012539656518770922 -0.0024234189845088803 0.011104039706373883 0.0067167899212648265 -0.00035486760860946 0.0011593263309510899 -0.010188491250532207 -0.0054562145995403497 0.010836720091634224 0.0040841961122626844 0.010082390734228616 0.00029804198513747737 0.0016914565202732382 0.020279733407275902 -0.0055136963457076598 0.015249249103977174 0 0.0066708620906671704 0.0086772229819626068 -0.0013317817037673675 0.00035054104496909724 0.0024246526885228774 0.0004456157493401693 -0.00016821717564267176 -0.005279044453709681 0.0004291728564137997 0.0028609617034256241 -0.0027049734551456315 -0.00050929751417302894 -0.0035766571111498302
leaf_weight=104.69383879005909 15.695995673537256 20.232435792684555 12.28238734602928 15.790121257305143 13.501605242490767 11.660899713635443 9.0553873777389509 69.642396524548531 7.0591392070054999 13.743469744920732 12.690848127007483 184.57005040347576 20.315243944525719 10.591074079275129 46.054461419582367 12.714649304747583 12.246297001838682 26.225422486662865 10.982184380292891 118.36672589182854 932.37750804424286 222.17734117805958 53.681916937232018 267.17152610421181 20.384431689977646 28.683762088418007 38.645333215594292 8.1928374916315061 826.86212901771069 114.82075746357441
leaf_count=454 65 82 50 64 59 48 41 325 32 59 53 766 85 44 201 54 52 112 49 509 4467 938 225 1122 84 122 160 39 3830 519
internal_value=1.6311e-06 -5.89203e-05 0.00400397 0.00129182 0.00503078 0.00807232 -0.000124101 -0.000479596 -0.00383591 0.000448291 0.00219176 0.000980712 0.00730715 0.0115641 0 0.000744044 0.00773714 -0.00128562 0.000723786 -0.000400864 -0.000322715 0.000429919 -0.00220097 0.000987573 -0.0029649 -0.00429923 0 0.00287465 -0.000269445 -0.000894447
internal_weight=3261.11 3220.25 48.3049 36.0226 40.8585 27.3569 3171.95 1968.01 84.8944 1203.94 241.911 197.261 44.6498 24.3345 962.028 614.046 24.9609 347.982 155.574 129.349 1883.12 589.085 99.7364 489.349 192.407 133.378 59.0298 15.252 1874.06 941.683
internal_count=14710 14538 196 146 172 113 14342 9253 396 5089 1007 819 188 103 4082 2592 106 1490 670 558 8857 2486 426 2060 820 576 244 71 8816 4349
is_linear=0
shrinkage=0.0106442


Tree=240
num_leaves=31
num_cat=0
split_feature=86 89 89 150 105 115 8 137 136 110 104 132 48 135 19 100 11 150 31 26 122 30 102 26 102 120 130 86 29 38
split_gain=7.93522 12.1118 16.5217 9.72604 9.99621 8.67631 8.86 8.66757 11.4651 8.25672 8.58947 8.38133 8.31682 7.91147 11.3488 11.072 9.3381 8.36133 7.73242 8.59506 7.71439 9.07242 8.60316 9.18352 10.0309 8.40128 7.66274 7.4247 10.7795 7.42113
threshold=2.5266106442577034 1.0000000180025095e-35 0.45000000000000007 0.51736867541544307 1.5605000000000002 1.7750000000000001 0.96666666666666667 9.9500000000000011 6.1500000000000012 13.550000000000002 0.73750000000000016 1.2360000000000002 1.4850000000000001 -0.15299999999999997 1.5000000000000002 1.3650000000000002 0.59166666666666679 0.58053422904670515 0.11499338826162137 0.53707142857142876 1.7945000000000002 0.235533237685318 1.4675000000000002 0.45050000000000007 0.93750000000000011 1.7890000000000004 1.6835000000000002 2.8956442831215976 5.4722222222222232 0.23977322838177131
decision_type=2 2 2 2 2 2 2 2 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 9 20 7 -7 -9 10 12 -12 18 14 15 26 -16 -17 -2 -20 -1 22 23 -22 -25 -23 -8 28 -14 -29
right_child=3 2 -4 -5 -6 6 13 8 -10 -11 11 -13 27 -15 16 17 -18 -19 19 -21 21 25 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0006405632098595923 -0.0050146597812595721 -0.0043367859521604131 8.3136909580792696e-05 0.00025273059250496366 0.01444051821445777 -0.0027364765582461904 0.011986537164857636 0.013685267071909948 0.00011706468979215183 0.0089814181033559745 0.0014943366492953176 -0.0056677518599438422 0.0042917894245274703 0.0010990975752386812 0 -0.0046321342091012897 0.011694781173462026 0.0036606921534953173 0.0039544917317704377 -0.0071990254295019544 -0.0082645404639954938 -0.0096543926992752709 0.0050444245052857365 0.0040689041564617454 -0.0010216347786667574 -0.00023290589790083899 0 0.0014493172954139482 -0.0070297213220209039 0.011965163549591195
leaf_weight=1121.4004147946835 22.415572181344032 170.87453493475914 207.86293487250805 636.53993059694767 8.1780288815498334 90.829226762056351 17.076800748705868 8.9259698241949064 41.746424362063408 19.867013096809387 43.897835552692413 30.379404455423355 64.121856108307838 207.22881843149662 8.1477723568677884 28.005888059735298 33.492817506194115 26.522202298045158 53.903634309768677 8.6240955442190153 11.480431184172629 12.766754806041716 82.986249089241028 86.091914623975754 84.437738090753555 84.136139988899231 7.2397430539131156 14.176225945353506 10.605443596839903 26.191799968481064
leaf_count=5182 107 842 1029 2707 36 415 76 41 189 87 197 136 284 909 36 127 146 112 250 40 51 56 347 373 360 358 31 59 48 112
internal_value=0.000190151 -0.00013865 -0.00188329 0.00101773 0.00259352 0.000194392 0.00145868 -0.000710421 0.00271418 0.00222851 0.00170119 -0.0012937 0.00286569 0.00242728 0.00462462 0.0020763 0.00919776 -0.00040612 0.000208197 0.00224834 -0.000198471 0.00114243 0.00217845 0.000814074 0.0014868 -0.00158245 0.00807445 0.00473583 0.00254461 0.00853219
internal_weight=3270.15 2331.25 378.737 938.901 302.361 1952.52 469.216 141.502 50.6724 294.183 274.316 74.2772 200.039 327.714 120.485 78.8446 41.6406 54.5281 84.9433 62.5277 1483.3 361.899 264.996 182.01 170.53 96.9029 24.3165 115.095 74.7273 40.368
internal_count=14743 10680 1871 4063 1356 8809 2082 645 230 1320 1233 333 900 1437 528 346 182 239 397 290 6727 1545 1131 784 733 414 107 503 332 171
is_linear=0
shrinkage=0.0106442


Tree=241
num_leaves=31
num_cat=0
split_feature=86 86 86 150 144 23 126 144 55 110 147 95 0 99 107 27 44 106 18 41 99 31 145 11 141 130 91 141 91 144
split_gain=7.77026 11.5278 9.61264 9.51539 10.5799 9.39622 12.7197 9.32688 8.35864 8.28573 7.97054 7.73856 7.59366 7.56527 7.17723 7.1394 7.06726 7.05702 10.3984 9.79167 9.08941 9.82538 7.64491 7.07889 7.01585 8.61823 7.01259 7.36031 9.3502 6.89668
threshold=2.5266106442577034 1.0000000180025095e-35 1.9186507936507939 0.51736867541544307 0.019350000000000003 3.5500000000000003 1.0500000000000003 0.015150000000000002 1.8950000000000002 13.550000000000002 0.44874925946971994 -12.749999999999996 1525.9222241651391 0.52786377708978338 0.68150000000000011 0.43788888888888883 4.6550000000000011 0.68150000000000011 4.5000000000000009 1.8550000000000002 0.57518796992481214 0.15863337204800618 0.23045000000000002 1.3095238095238098 1.6095000000000004 1.8945000000000001 -0.15374999999999991 -0.47849999999999993 -0.4237499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 4 9 7 12 26 -3 -2 11 -4 15 14 -12 -7 -17 18 20 -19 21 -8 -22 -21 25 -13 27 -1 -29 -15
right_child=3 2 10 -5 -6 6 17 -9 -10 -11 13 24 -14 29 -16 16 -18 19 -20 23 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0076679333815045875 0.0015925914504110173 -0.0077804967984548053 0.010328936227767238 0.00025002878866076919 0.01263790672095131 -0.0081782571469948117 0 0.0081331077813221429 0.0019084080992741396 0.0089521861894416004 -0.0060445505499043574 0.00030586195355441261 -0.0063040181759187281 -0.00067875960522355099 0.0070577805824804758 0.011511918179844996 0 -0.0048938379980625595 0.012966988820892051 0.0051036261838955524 0.0048310668008054577 0.014434317470025713 -0.0010245274892259492 0 0.0097269036529770616 -0.0052232773613532521 -7.2148232295272306e-05 0.0080089914153715445 -0.0033273971604342338 -0.0073363562551677398
leaf_weight=28.846718430519104 271.30960994958878 48.10265426337719 8.0524227470159513 636.56949754059315 11.779542550444601 6.871772542595866 10.328261703252794 15.180500715970991 10.715690866112707 19.447616577148438 6.7517945468425777 160.11885033547878 30.882833495736122 32.242711961269379 13.070222541689871 8.8735193312168139 15.193936556577681 25.120606631040573 15.439354002475737 56.430812850594521 46.946182996034622 15.489793509244917 49.878903180360794 67.808989152312279 7.4832088947296134 39.095270052552223 1513.2649625986814 10.507104381918905 36.054488122463226 52.177198857069016
leaf_count=135 1221 245 37 2707 50 32 45 67 62 85 33 796 135 158 63 39 70 115 66 241 201 66 221 288 35 181 6879 48 164 258
internal_value=0.000188201 -0.000137188 -0.00184175 0.00100701 0.0025651 0.000187169 0.00177167 -0.000151339 -0.00583696 0.00212093 -0.00107218 5.22598e-05 -0.002521 -0.00348931 0.00206552 0.000916 0.00394857 0.00273142 0.00449021 0.00103519 0.00333753 0.00904897 0.00170622 0.00231846 -0.000297332 -0.000726548 -0.000237105 -0.00340826 -0.000543877 -0.00491789
internal_weight=3270.04 2330.93 377.81 939.106 302.537 1953.12 349.265 1603.85 58.8183 290.757 318.992 214.75 61.8221 104.242 19.822 30.9392 24.0675 287.443 138.082 149.36 122.643 25.8181 96.8251 124.24 206.697 199.214 1588.67 75.4083 46.5616 84.4199
internal_count=14743 10680 1868 4063 1356 8812 1519 7293 307 1306 1561 1049 276 512 96 141 109 1243 599 644 533 111 422 529 1012 977 7226 347 212 416
is_linear=0
shrinkage=0.0106442


Tree=242
num_leaves=31
num_cat=0
split_feature=136 93 99 11 134 54 144 92 50 147 35 93 108 99 35 136 90 3 35 23 90 148 85 89 135 103 11 27 135 145
split_gain=7.16579 8.57059 12.8401 10.3116 9.2978 11.7559 7.41431 8.10139 7.42886 8.447 6.81236 6.64878 11.6443 10.3725 10.082 12.24 9.698 13.363 8.53793 8.36747 10.8675 8.84115 8.33016 10.8498 8.30743 9.79652 8.44733 8.24438 10.5479 9.01121
threshold=3.6500000000000008 7.0500000000000007 0.75595238095238104 0.92261904761904778 0.11250000000000002 1.3250000000000004 0.0052500000000000003 0.4258333333333334 1.3050000000000004 0.48722211194918619 3.0150000000000001 11.400000000000002 1.0000000180025095e-35 0.75595238095238104 2.8950000000000005 13.15 0.04124999999999996 1425.4722534920818 4.1050000000000013 3.6333333333333337 0.11624999999999996 0.27856974973686094 0.16054054054054059 0.29000000000000009 0.22700000000000004 0.41350000000000003 1.2583333333333335 0.42950000000000005 -0.50549999999999995 0.53350000000000009
decision_type=2 2 2 2 2 2 2 2 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 -1 5 -5 8 -8 9 10 -3 12 18 14 15 -14 -13 -18 19 22 21 -21 -2 -24 25 -16 -26 -19 -29 -30
right_child=11 2 -4 4 -6 -7 7 -9 -10 -11 -12 16 13 -15 24 -17 17 27 -20 20 -22 -23 23 -25 26 -27 -28 28 29 -31
leaf_value=-0.0014206269774603205 -0.0013666770784044446 0.0011095415883888048 -0.0044939842240851154 0.018549941569137706 0.00044309977498489323 0.0028639187081671564 0.013168768414195162 0 0.0044016290527534724 0.010381903416097071 -0.0044178908997394547 4.1346192186762524e-05 -0.0071421953157059246 -0.0070348087966455638 -0.010868835865336331 0.0025813447748603093 0.008551179158658084 -0.0035761461114425914 0.0031000217422132901 0.0022740337873441673 -0.0096651705792453173 0.013667370719382177 -0.0023879022022933612 0.0086957985327096813 0 0 0.01034835521834564 -0.0052843142729172869 0.004064810549444439 0
leaf_weight=14.507697135210035 491.0411841571331 54.296119257807732 40.521758884191513 15.003195598721506 13.379847750067709 11.277906715869902 13.344672262668611 8.4642965197563154 55.227759152650833 7.5322880148887625 44.176412761211395 1701.4588576555252 55.397585093975067 51.114790618419647 10.696073785424231 18.076514050364494 32.621229395270348 33.655528903007507 87.492161646485329 74.269005194306374 7.1882940828800193 9.344754830002783 16.202196508646011 22.084234938025475 17.403866618871689 72.408019721508026 16.428160324692726 20.366771727800369 161.2796977609396 93.708457618951797
leaf_count=67 2290 260 185 70 60 47 58 36 228 34 197 7608 281 248 48 90 145 153 362 328 34 43 74 99 77 325 72 90 711 423
internal_value=0.0001863 0.00182252 0.00084657 0.00565675 0.00851016 0.0122179 0.00208619 0.00800151 0.00122098 -0.000337139 -0.0012636 3.09233e-05 -0.000701382 -0.00271948 -0.00150595 -0.00460715 0.000376262 0.00201356 0 -0.00045171 0.0025014 0.00367285 -0.000978116 0.0037313 0.000352896 -0.00135953 0.00486939 0.00128945 0.00192225 0.00253902
internal_weight=3269.97 277.732 223.563 54.1686 39.661 26.2811 183.042 21.809 161.233 106.005 98.4725 2992.24 949.147 241.525 190.41 73.4741 2043.09 341.632 707.622 620.13 90.8021 83.6138 529.328 38.2864 116.936 83.1041 33.832 309.01 275.355 254.988
internal_count=14743 1242 998 244 177 117 813 94 719 491 457 13501 4371 1141 893 371 9130 1522 3230 2868 405 371 2463 173 522 373 149 1377 1224 1134
is_linear=0
shrinkage=0.0106442


Tree=243
num_leaves=31
num_cat=0
split_feature=93 27 84 85 86 141 56 47 141 29 15 53 130 6 144 27 27 6 136 3 3 131 52 144 108 85 120 27 97 46
split_gain=8.08997 8.62638 8.00565 7.84544 7.62237 6.71725 6.65292 6.05059 9.62962 8.12152 11.9564 8.64001 12.6243 9.18881 8.11043 7.64805 7.20933 7.73387 8.75511 6.6172 7.9431 12.5123 6.5373 11.7289 8.18484 6.47476 6.46653 6.98812 6.42361 6.61263
threshold=15.900000000000002 0.56118055555555568 0.034642857142857052 0.17478885893980231 2.7470930232558142 2.9665000000000004 1.675 1.7650000000000003 -0.54999999999999993 3.4365079365079372 0.90000000000000013 3.1650000000000005 1.8820000000000003 1500.1840180000581 -0.0018499999999999999 0.5238750000000002 0.45050000000000007 1505.5028239148226 15.950000000000001 1617.8302637437412 1609.0772642586996 0.95000000000000007 2.9250000000000003 0.0036500000000000005 3.5000000000000004 -0.064462279293739988 2.7640000000000007 0.49118055555555562 6.5000000000000009 5.5450000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 -4 19 16 11 14 12 13 -10 25 -16 -9 18 -18 20 26 -22 23 -21 28 -11 -2 -28 29 -24
right_child=5 2 6 4 -6 -7 -8 8 9 10 -12 -13 -14 -15 15 -17 17 -19 -20 22 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.001084777159873295 0.00095604576990048905 0.0023026531139605818 0.0022063647386890996 -0.0018229156865630632 0.0043090703207019822 -0.0095592057677530238 -0.0073432428978021502 -0.0095487485772780822 0.0032287428900550099 0 -0.0054677851804365513 -0.0034481686032541777 -0.0031323720349695438 0.012871703484135109 -0.0019595111648682438 0.0028769608083732828 -0.0015500294892664458 -0.0084304289168149072 0.011617191585610507 0.002559640752330557 0 0.013917850290570251 -0.0084953891212169105 -0.0089399348347037055 0.001658825583310139 0.016305013228234903 -0.0014511282506416705 0.0093106785972062889 0.00065655344411674949 0
leaf_weight=1202.9795003831387 1096.3004855364561 186.53155410289764 11.996726214885713 33.558872908353806 62.159815073013306 7.293299362063407 19.637962639331818 20.172564789652824 31.801357939839363 6.0401046127080917 48.813285246491432 16.792760938405991 15.776846796274183 21.491434365510941 100.44915840029716 58.352077007293701 34.388433083891869 14.69295974075794 6.7780147641897193 85.183241382241249 13.928637862205507 14.251166716217993 42.451784804463387 11.154135853052138 31.274127334356308 6.3474817126989347 7.7487777173519161 21.527125954627991 16.607068344950676 15.369649291038511
leaf_count=5594 4704 852 56 163 264 30 87 101 154 30 238 91 76 103 490 283 172 73 33 368 59 60 178 48 129 30 32 88 69 62
internal_value=5.33954e-05 -0.000511592 0.00142909 -0.000845684 0.00204958 0.000550535 -0.0033901 0.000599005 -0.000567454 0.00024306 -0.000802984 0.0030455 0.00477621 0.00731435 0.00046586 -0.000116259 -0.00396603 -0.00176209 0.000363062 0.000935309 0.00125011 0.00690325 -0.000810459 0.00111928 -0.00266849 0.00877528 0.00109926 0.00610383 -0.00462776 -0.00632695
internal_weight=3261.85 1516.86 218.166 1298.7 95.7187 1744.99 31.6347 1737.69 381.896 305.865 220.002 85.8624 69.0696 53.2928 171.189 158.801 76.032 55.8594 41.1664 1355.8 1153.76 28.1798 202.04 96.3374 105.703 12.3876 1125.58 29.2759 74.4285 57.8214
internal_count=14717 7016 995 6021 427 7701 143 7671 1874 1495 1071 424 333 257 833 773 379 278 205 5797 4943 119 854 416 438 60 4824 120 309 240
is_linear=0
shrinkage=0.0106442


Tree=244
num_leaves=31
num_cat=0
split_feature=96 77 99 104 27 1 7 5 149 137 123 96 145 136 137 148 136 51 36 86 150 98 98 125 55 96 51 28 148 134
split_gain=9.3137 7.36104 7.3268 14.6889 13.9219 10.5209 11.0076 12.4194 10.7487 12.471 10.36 9.12411 10.5254 9.08502 8.7349 12.9031 10.6725 7.64595 7.43898 7.30662 16.8054 7.25588 7.2554 7.22434 9.0993 9.64832 9.922 7.76558 9.13846 7.37533
threshold=3.5000000000000004 0.099999999999999964 0.64495798319327746 0.24750000000000003 0.5158571428571429 1556.0209401277173 -12.463800185838521 1485.0183418363802 0.55463384271978033 9.4500000000000011 1.2700000000000002 2.5000000000000004 0.29640000000000005 13.950000000000001 7.1500000000000012 0.17399267399267399 22.750000000000004 1.385 2.6850000000000005 2.4110105580693819 0.59554779045125916 0.74456521739130443 0.92582417582417598 2.1000000000000005 1.9750000000000003 6.5000000000000009 1.2750000000000001 5.6125000000000007 0.2584919656573666 0.023500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 4 -4 6 7 -6 -7 -10 -8 -5 13 -13 17 -16 22 -3 -18 -14 -21 -15 -17 -2 25 26 27 29 -29 -25
right_child=23 2 3 11 5 8 10 -9 9 -11 -12 12 19 21 15 16 18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.010255435060567145 0.00034357749725995567 -0.00017144075677409028 -0.001125186236921729 -0.0047652271534994765 0.0030609585524743119 -0.0024404075988957242 0.0064611928997074432 0.020842942490805726 0.0086450955799477272 -0.0036831070859063156 -0.00078042922371079654 -0.0063091442483577181 -0.0008488524970052811 0.0086474569530112701 -0.01049362442457568 0.0027479643678958248 0 -0.0067853965036235022 -0.011556170140658835 0.009507215258463925 -0.0083466886534634497 -0.0038859169400296757 0.011204674514836262 0.0060008329578661217 -0.0089099775408419384 -0.0019119669318766656 -0.0041361637457964662 0.017443897618941533 0.001903112317141151 0.00057129182152983692
leaf_weight=8.855601564049719 1451.6971544921398 271.65272115170956 506.3505541831255 154.72927735745907 11.583262205123903 77.595460325479507 41.573719009757042 9.4345567524433118 26.688312023878098 12.85211969912052 43.708142518997192 55.305150911211967 57.478086665272713 9.730984032154085 8.7432696372270566 201.98512542247772 20.271790832281116 21.740122064948082 8.8289180248975736 25.909470185637474 7.1643104106187812 10.15095306932926 13.280285120010374 73.564537286758423 7.1858900040388098 34.866872817277908 13.845717012882231 11.959230661392214 9.3050394803285581 53.627917796373367
leaf_count=46 6421 1228 2332 749 53 356 192 43 114 55 197 259 284 44 38 925 92 120 41 117 31 46 60 312 31 145 69 49 39 229
internal_value=5.27703e-05 -0.00052136 -0.000460804 -0.000984432 -0.000135134 0.00206157 0.00448823 0.0115422 -5.10285e-05 0.00437261 0.00262673 -0.00288575 -0.00106782 -0.00404625 0.000526291 0.00198607 0.00247552 -0.000697291 -0.0033991 0.00128935 0.00532253 0.00172066 0.00331842 0.00061575 0.00249786 0.00296684 0.00407959 0.0049165 0.0111368 0.00379408
internal_weight=3261.66 1605.61 1596.76 1050.25 729.786 223.436 106.3 21.0178 117.136 39.5404 85.2819 320.468 165.739 75.1871 546.502 253.109 244.366 293.393 29.1007 90.5519 33.0738 19.8819 215.265 1656.05 204.355 197.169 162.302 148.457 21.2643 127.192
internal_count=14717 7422 7376 4872 3342 1010 485 96 525 169 389 1530 781 349 2504 1156 1118 1348 133 432 148 90 985 7295 874 843 698 629 88 541
is_linear=0
shrinkage=0.0106442


Tree=245
num_leaves=31
num_cat=0
split_feature=53 140 86 54 79 134 134 31 4 135 143 98 11 91 141 120 104 50 44 29 55 144 28 136 145 86 29 145 98 3
split_gain=7.94164 8.97569 8.63624 7.00565 9.31876 6.98282 11.5452 7.24557 9.25458 7.582 6.96703 6.81432 6.78276 6.69982 12.3279 7.63905 15.6612 10.7997 6.54792 6.859 6.88895 6.35962 6.26033 5.99278 6.04544 5.92686 5.88936 5.61153 7.92575 5.58074
threshold=3.5250000000000004 1.0000000180025095e-35 3.3717607973421928 1.0750000000000004 2.7221590667924036 -0.63849999999999996 -0.49449999999999994 0.22745750184774574 1408.5718834257057 -1.0000000180025095e-35 1.1915000000000002 0.47213622291021667 0.86190476190476206 0.012499999999999952 -0.068999999999999992 1.4720000000000002 0.8005000000000001 1.0850000000000002 4.955000000000001 3.2111111111111117 2.2950000000000004 0.0020500000000000002 2.9500000000000006 5.9500000000000011 0.94535000000000013 2.8393548387096779 3.5857142857142863 0.32645000000000007 0.6043478260869567 1383.0260681903371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 7 -7 8 -1 -9 13 -10 -12 15 25 16 17 -5 19 -2 22 -13 -21 27 26 -15 -25 28 -4 -17
right_child=18 3 23 10 -6 6 -8 9 11 -11 12 21 -14 14 -16 29 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0051512238727138629 -0.0077231123444259434 -0.0059372338801286766 0.0094032417500011737 0.0087161247743867999 0.0016827070849696204 -0.0030035544707778606 -0.00017849486568823826 -0.01078775546950941 -0.0037485932312354532 0.0017426849504925163 -0.0060608335300167447 0.0036371316933658609 0.0024500429768061962 0.017285668120707118 0.0017916570541729683 -0.0047631884024273109 -0.0065119054046277013 0.00041606109157953938 -0.0084735474829359201 0.015696798841095212 -0.0074537714692968597 0.011372729472393494 0.00071569191595198382 -0.0030535319349848911 0.0093217267161047942 0.0029577908757112297 0.0022025915277425509 0.0086750484986141789 -0.0036069281797801471 0.0043366638910515443
leaf_weight=12.615571320056914 11.028224438428877 30.999980330467224 8.3325488567352313 22.25897715985775 40.8803770840168 177.80006709694862 2274.9304508268833 9.3878809958696383 9.6322563439607602 10.458799272775648 22.101412773132324 79.81564274430275 18.288527518510818 13.113198444247248 33.121545389294624 7.0377587974071494 30.613009214401245 104.33990547060966 22.123238459229469 5.3863080441951814 5.191720947623252 16.692109405994415 11.773203849792479 40.845839932560921 8.6687364280223829 6.9814090579748145 59.037053048610687 27.532266080379486 13.620212346315382 126.87028585374355
leaf_count=55 67 147 34 109 175 806 10321 41 43 46 97 353 78 59 146 31 136 459 128 30 31 73 68 167 35 30 242 112 56 542
internal_value=5.20351e-05 0.000124319 -0.000101631 0.00150781 -0.00145759 -0.000252609 -0.000387563 0.00205986 0.00310343 -0.00365579 0.00208913 0.00418341 -0.00194734 0.00259307 0.00615692 0.00190556 0.000242188 0.00195828 -0.0039342 -0.00061127 0.00242832 0.00508381 0.00602968 0.00230757 0.000793337 0.0128299 0 0.00541719 0.00085335 0.00378005
internal_weight=3261.48 3205.98 2749.37 456.606 71.8804 2591.33 2452.73 138.602 118.756 19.8467 384.726 106.14 40.3899 344.336 53.2162 291.12 157.212 126.599 55.5027 33.3795 22.3512 96.5078 17.1595 158.037 108.552 20.0946 99.8829 49.485 21.9528 133.908
internal_count=14717 14393 12384 2009 322 11738 11127 611 524 87 1687 469 175 1512 235 1277 704 568 324 196 129 426 98 646 444 89 409 202 90 573
is_linear=0
shrinkage=0.0106442


Tree=246
num_leaves=31
num_cat=0
split_feature=79 135 110 29 5 86 10 134 110 5 104 21 99 1 141 137 5 100 5 7 49 142 37 104 124 107 48 50 79 108
split_gain=6.07291 6.7978 6.54155 6.53691 10.8869 8.98505 8.25891 7.6411 7.59653 7.44241 7.73657 7.01567 6.86977 6.52108 8.04933 8.01098 7.93212 7.11362 6.84698 6.36651 10.7258 7.42802 6.94597 6.28868 6.983 6.11966 6.10166 6.56619 5.99599 5.74485
threshold=3.222123579545455 0.32900000000000007 4.4500000000000011 2.3541666666666674 1479.0431971603248 2.3514705882352946 1.0773809523809526 -0.82899999999999985 8.9500000000000011 1501.6987275566682 0.82250000000000012 0.30785714285714288 0.4494949494949495 1458.5705053585559 -0.94649999999999979 14.050000000000002 1505.8912982972008 1.1000000000000003 1492.454877271942 8.7158609618030614 1.9350000000000003 0.32850000000000007 0.61363198124862406 0.49050000000000005 0.90000000000000013 0.95450000000000013 1.4750000000000003 1.1650000000000003 3.3327687937062942 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 26 8 11 -10 -11 -5 13 14 15 18 17 -16 -9 23 21 -21 -22 24 -15 -25 -7 -28 -4 -18
right_child=1 2 28 7 5 6 -8 12 9 10 -12 -13 -14 19 16 -17 29 -19 -20 20 22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0077054255785480872 0.00064334129268542328 0 0.012511139769614302 0 -0.0059480610818403098 -0.0041669279864514058 -0.004458507914520001 -0.01122903862046788 -0.0095056088265358194 0.011594686753161226 -0.0013682451354874985 0.01049759277093466 -0.00037340641086301642 -0.0086343388064920763 0.0025689755963972803 0.007103944710644728 0.0078464541827620894 0.012130470850445756 0 0.011915232773831202 -0.0092220377389069155 -0.0017392817254487339 0.0003498090103032664 0.0050645455619984306 0.00050726230417266478 -0.0047813264154177373 0.01622791053839084 0.0020997157727759026 0.0017004515502665517 -0.0013329393576126767
leaf_weight=10.264301359653471 217.71512271463871 15.088874965906141 16.829189151525497 8.1090820133686083 70.335804000496864 6.4023127108812359 25.76026263833046 9.853613033890726 7.3310977518558529 7.6856413036584881 12.886377260088919 22.283987283706665 2494.6898110359907 10.66955181956291 18.644205302000046 9.2013639956712705 10.570876121520994 25.066299453377724 12.988151103258131 7.3317670524120357 26.518019124865532 9.0965694785118085 9.6909104585647565 57.026102557778358 73.678893104195595 7.0944836139678946 6.3953070640563991 14.422254294157026 12.750519603490831 24.781093806028366
leaf_count=47 909 63 70 36 338 31 116 44 33 33 55 97 11350 52 85 40 45 110 59 31 123 38 42 255 331 32 29 62 52 107
internal_value=-7.3257e-05 0.0014746 0.00529129 -0.000212189 -0.00251717 -0.00345314 0 -0.000101065 0.00370475 0 0.00296463 0.00739218 -0.000183846 0.00129721 0.00337053 -0.000854771 0.00521571 0.00829217 -0.00452014 9.9578e-05 -0.00302313 0.00371588 -0.00637047 0.00127736 -0.000524699 0.00381153 0.00394518 0.00694402 0.00820584 0.00111507
internal_weight=3261.16 262.384 44.6686 2998.78 133.58 123.316 52.9801 2865.2 58.2962 27.9031 20.572 30.3931 2806.9 312.212 111.106 32.0431 79.0625 43.7105 22.8418 201.106 52.6373 16.4283 36.2089 148.469 84.3484 64.1206 27.2199 20.8176 29.5797 35.352
internal_count=14715 1094 185 13621 623 576 238 12998 254 121 88 133 12744 1394 490 143 347 195 103 904 234 69 165 670 383 287 122 91 122 152
is_linear=0
shrinkage=0.0106442


Tree=247
num_leaves=31
num_cat=0
split_feature=79 144 4 130 130 45 127 90 134 30 137 99 4 146 131 142 142 137 142 51 131 28 30 27 56 121 42 35 136 38
split_gain=5.94744 7.90346 6.34121 7.16627 8.21402 6.39616 6.16939 6.09031 5.79906 9.41101 8.18601 6.41053 11.2655 6.09764 7.09047 10.4073 6.95399 6.51189 6.02224 5.60471 5.38947 5.4108 8.94439 11.321 8.44814 10.2808 9.60497 7.86643 11.7663 8.66095
threshold=3.222123579545455 0.018650000000000003 1571.3475105160039 1.3875000000000002 2.4720000000000004 1.1150000000000004 1.5855000000000004 0.11874999999999997 -0.82899999999999985 0.18533452807646353 7.2500000000000009 0.4494949494949495 1365.9142837073289 0.00175 2.2680000000000002 -1.2929999999999999 -0.18799999999999997 13.850000000000003 -1.0879999999999999 1.1450000000000002 0.29300000000000004 3.6125000000000003 0.059765276183186604 0.49950000000000006 2.1050000000000004 1.6835000000000002 4.6950000000000012 3.1250000000000004 14.950000000000001 0.27260449674163317
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 -4 6 7 -5 -2 9 -1 -11 12 -10 14 15 -14 17 -15 -17 -18 -13 27 23 -23 25 -24 -26 29 -29 -22
right_child=1 -3 3 4 -6 -7 -8 -9 11 10 -12 20 13 16 -16 18 19 -19 -20 -21 21 22 24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0013230897941341542 0.00064663201046568763 -0.006852247303981332 -0.0021760113080477586 0.01132799092787066 -0.00032787957638255729 -0.0059793238686336667 0.0012141300203534152 0.0072650558867112065 0.010756834163930232 0.0010933301500514758 0.012309553370479846 -0.0043748308663994501 -0.0064602880297194272 0.007345612446472082 0.012249870110182517 0.010874896911814556 -0.00021610556962842176 -0.0046589532413969688 0.001380769674315184 -0.0076543254191762155 -0.0039884179617939788 -0.001756802428836925 -0.00065669144111867679 0.014354049981593517 0.00057649970249399381 -0.0028779207900942712 0.012261361244983447 0.00074189788917957745 0.0067187556182335718 9.2342589882430883e-05
leaf_weight=27.281450286507607 151.69023622572422 11.834708139300345 11.694028496742247 30.115348368883133 12.70386593043804 13.958125635981558 12.019906491041182 18.413922399282455 13.247408345341681 17.590182647109032 16.383702903985977 39.855300471186638 18.432059749960899 14.109792634844782 6.9099409133195868 8.2730851918458921 25.842073917388916 6.9671546816825858 221.98023463785648 26.236346140503883 67.283619910478592 7.7681169807910946 1222.9858187735081 10.011595696210859 230.77565076947212 299.76178453862667 8.4220901131629926 221.01667138934135 46.43856942653656 440.89490342140198
leaf_count=121 629 49 49 124 52 65 50 76 57 76 70 193 84 62 29 38 109 31 995 122 309 38 5572 46 959 1344 34 965 202 2165
internal_value=-7.23494e-05 0.00145924 0.00189363 0.00474404 0.00641102 0.00080628 0.00869183 0.00142476 -0.000209895 0.00301708 0.00681113 -0.000280766 0.00107989 0.000658033 0.00145752 0.00111545 -0.00199183 0.00287959 0.00176747 -0.00416485 -0.000464117 -0.000399016 -0.000724243 0.00672494 -0.000805368 -0.00110084 0.00103179 0.000333704 0.0018189 -0.000427309
internal_weight=3260.9 262.43 250.595 66.5331 54.8391 184.062 42.1353 170.104 2998.47 61.2553 33.9739 2937.21 341.998 328.751 255.595 248.685 73.1554 21.0769 230.253 52.0784 2595.21 2555.36 1779.73 17.7797 1761.95 1522.75 239.198 775.634 267.455 508.179
internal_count=14715 1094 1045 275 226 770 174 705 13621 267 146 13354 1527 1470 1146 1117 324 93 1033 231 11827 11634 7993 84 7909 6916 993 3641 1167 2474
is_linear=0
shrinkage=0.0106442


Tree=248
num_leaves=31
num_cat=0
split_feature=79 144 1 136 16 134 120 41 48 150 140 0 11 85 132 149 28 120 11 147 105 79 145 9 95 28 89 4 3 137
split_gain=5.81745 7.7423 6.46052 8.97676 10.4769 15.4462 9.4696 8.60672 8.30589 8.92235 7.82879 9.30058 7.90625 7.8181 7.78638 10.0593 9.86979 8.77288 9.85649 7.83141 7.72876 7.64311 10.1577 7.22484 8.40132 8.21 7.15783 6.84628 9.20047 8.82141
threshold=3.222123579545455 0.018650000000000003 1551.0622022182181 7.0500000000000007 1.5000000000000002 0.23100000000000004 2.0500000000000003 2.1250000000000004 2.0850000000000004 0.52479469483749097 1.0000000180025095e-35 1500.0158440627013 1.1833333333333336 -0.088699186991869891 1.9500000000000002 0.5124309890665032 7.2678571428571432 1.2930000000000004 1.3785714285714288 0.44938700955042282 0.85750000000000004 2.7407640344747271 0.17745000000000002 0.7238095238095239 1.0000000180025095e-35 3.8944444444444448 0.33000000000000007 1515.9575423666008 1392.5539536257036 5.2500000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 4 5 7 23 21 9 -9 -5 20 -13 27 16 -16 -15 -17 -19 -18 -12 22 -4 -6 25 -25 -20 28 -1 -30
right_child=1 -3 3 10 6 -7 -8 8 -10 -11 11 12 -14 14 15 17 19 18 26 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0060413921436389467 0.001873299213660873 -0.0067846514372881198 0.0064208028002796097 -0.00041052245539970885 -0.0060146583546972672 -0.006682957178841608 0.0061051104570542395 -0.0010124082608099307 -0.0011573084107373024 0.0096497310219581904 0.012723527144084154 -0.004361785495120717 0.0051864765501513756 0.00016009510653746802 0.011598411234642513 -0.003230699509668367 0 -0.0006488932545199277 0.012778042173210024 0.013847538057282746 0 -0.0045575503484272589 -0.0019996484858021213 0.0060953088144319835 0.0091702553256016468 -0.0079964309613987095 9.1111789649696321e-06 0.0009798124755623736 0.00064080148182380132 -0.0042560167845252178
leaf_weight=12.902671486139296 250.61655235290527 11.825441330671309 18.779740557074547 441.9742796421051 21.544252693653107 85.337418973445892 31.59569476544857 12.416528239846228 55.908345326781273 21.431186527013779 16.956115141510967 20.349848315119743 18.907933846116066 1568.8382970392704 15.031300589442251 24.320789650082588 7.4741430133581188 20.227143466472626 17.572805002331737 10.798040419816969 9.4248741120100004 117.29434375464916 108.9242600351572 7.1807415932416978 11.691396459937094 11.616393163800238 9.2859641164541227 91.178740113973618 51.944117471575737 157.19506175816059
leaf_count=59 1045 49 90 1991 101 388 134 53 231 90 75 92 82 7142 68 110 31 87 74 45 41 529 530 33 51 53 39 427 244 731
internal_value=-7.14595e-05 0.0014432 -0.000207546 -0.000901515 -0.00190913 -0.00260315 0.00145173 -0.00153177 0.00120935 0.00542849 7.76977e-05 0.00352495 0 0.000140426 0.000434084 0.00355482 0.00025751 0.00171468 0.0044919 0.00804726 0.00841778 -0.00257881 -0.000679201 -0.00117227 0.00190538 -0.00205501 0.00875405 -0.0013951 -0.00241758 -0.00298962
internal_weight=3260.54 262.442 2998.1 1011.33 503.72 420.092 83.6285 334.754 89.7561 33.8477 507.613 65.6388 39.2578 1986.77 1673.55 86.438 1587.11 71.4067 47.0859 18.2722 26.381 244.998 127.704 52.0328 30.4885 18.7971 26.8588 313.221 222.042 209.139
internal_count=14715 1094 13621 4564 2283 1911 372 1523 374 143 2281 290 174 9057 7596 378 7218 310 200 76 116 1149 620 238 137 86 113 1461 1034 975
is_linear=0
shrinkage=0.0106442


Tree=249
num_leaves=31
num_cat=0
split_feature=9 86 132 9 19 85 103 40 86 85 52 79 107 122 31 53 79 86 99 27 92 55 104 135 9 26 118 136 92 113
split_gain=6.71948 7.09008 6.42222 5.08813 5.68951 5.50633 7.04388 7.75217 6.55015 10.0027 9.03403 8.13203 7.93247 9.3406 6.53694 6.84456 6.06075 7.46527 5.70828 5.50347 5.31885 6.01185 6.04274 5.60519 5.34835 5.00274 8.8805 7.70058 3.96072 2.78023
threshold=0.099999999999999964 4.2678571428571432 1.3165000000000002 3.433333333333334 1.0000000180025095e-35 -0.15431372549019606 1.4995000000000003 4.6950000000000012 2.8837994214079079 0.33657894736842103 2.2450000000000006 2.8477419616417294 0.68150000000000011 2.1465000000000001 0.094413905808943668 2.0150000000000001 3.0271346066537861 2.2529069767441867 0.78759398496240618 0.54211111111111121 -0.16166666666666663 1.5550000000000004 0.61150000000000004 -0.21099999999999999 1.5523809523809526 0.5221111111111113 0.77500000000000013 6.9500000000000011 0.07166666666666667 0.28650000000000003
decision_type=2 2 2 2 2 2 2 2 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 -1 5 -5 6 7 16 9 25 -11 14 13 -13 28 -16 17 -2 -14 -18 21 22 -8 -22 -25 27 -27 -7 -10 -12
right_child=1 -3 -4 4 -6 8 20 -9 11 10 29 12 18 -15 15 -17 19 -19 -20 -21 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.011962587878010363 -0.0048210290511963632 0.0084689229296511272 0 -0.00011236331872842341 0.0098556444228507008 -0.00136079246353582 0.0075974248397426012 0.0070769443587833172 0.016467943184607071 0.0014832502517785626 -0.012393996294179267 0.00090170903629043344 -0.00057196524310806289 0.0090971641144187276 -0.0012695370061031734 0.0042894271863959362 -0.0067023860687132689 -0.00024499909583683383 -0.0075023080598827022 0.001027544729663719 -0.0028656392403726364 -0.0088767280105510257 -0.0037434119958912964 0.0097351302146537286 0 -0.0033557349037520228 0.00098149401791828932 0.00013650561184064034 0.0027927059350142617 -0.0031557441764724281
leaf_weight=10.509289070963861 56.931538790464401 11.047259733080862 8.7217603772878629 9.5090241134166735 12.350782990455626 604.675716817379 10.058304563164716 9.5365822762250883 7.33854031562805 11.167019501328467 15.633457958698274 107.37098418176174 135.66616134345531 19.416736856102943 33.040264829993248 79.312683060765266 55.055771812796593 158.33432538807392 15.665765345096586 10.094631239771841 7.2204851806163779 8.8673459440469724 10.166447877883909 20.272818014025692 8.3193806409835798 57.056925311684608 701.11732089519501 1062.712012887001 6.8658922165632248 9.5493149012327176
leaf_count=54 301 45 41 41 53 2807 43 42 31 53 73 451 567 80 140 342 237 730 66 43 32 42 43 91 36 271 3099 4845 30 43
internal_value=-7.67666e-05 -3.64516e-05 -0.00635343 -6.86575e-05 0.00503957 -0.000106578 -0.00135832 -0.00208449 4.47165e-05 -0.000157776 -0.00570382 0.00130254 0.000243911 0.00223955 0.00354604 0.00256128 -0.00243347 -0.00150397 -0.00135872 -0.00534363 0.00172407 -0.00138708 0.00137789 0.00454436 0.0067826 -7.03363e-05 0.000641254 -0.000400195 0.0105965 -0.0093075
internal_weight=3273.58 3254.35 19.231 3243.31 21.8598 3221.45 354.858 289.953 2866.59 2461.91 36.3498 404.677 278.12 126.788 126.557 112.353 280.416 215.266 151.332 65.1504 64.9048 29.0921 20.2248 35.8127 28.5922 2425.56 758.174 1667.39 14.2044 25.1828
internal_count=14772 14677 95 14632 94 14538 1640 1353 12898 11191 169 1707 1164 531 543 482 1311 1031 633 280 287 128 86 159 127 11022 3370 7652 61 116
is_linear=0
shrinkage=0.0106442


Tree=250
num_leaves=31
num_cat=0
split_feature=9 86 108 79 42 137 42 89 143 4 3 104 90 98 102 3 46 148 123 30 145 138 103 85 91 97 41 123 99 18
split_gain=6.59245 6.94457 5.794 10.625 9.96922 9.43639 8.78899 8.64126 9.74766 8.50457 7.78725 11.3116 8.54773 8.50995 8.42317 7.51798 7.49528 7.13873 13.1604 7.73445 6.74521 6.40482 8.40081 7.20362 6.88916 6.27214 7.71825 7.79065 7.45183 7.33396
threshold=0.099999999999999964 4.2678571428571432 1.5000000000000002 3.0541589672518223 5.6750000000000007 15.15 4.5950000000000006 0.47000000000000003 -0.20699999999999999 1389.3956029979813 1550.7295661541664 0.74250000000000005 0.054583333333333255 0.6858552631578948 1.2305000000000004 1525.6165565730823 5.2750000000000012 0.24269371034620571 0.73000000000000009 0.22594670406732117 0.14395000000000002 4.5000000000000009 0.42150000000000004 0.19583184257602856 0.16541666666666668 3.5000000000000004 2.3550000000000004 1.0800000000000003 0.30384615384615393 4.5000000000000009
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 2 2 2
left_child=-1 2 4 20 6 10 9 16 -9 -2 13 12 -12 -6 -13 -10 -8 18 -11 -19 -4 -5 -23 24 -24 26 27 -22 -27 -28
right_child=1 -3 3 21 5 -7 7 8 15 17 11 14 -14 -15 -16 -17 -18 19 -20 -21 25 22 23 -25 -26 28 29 -29 -30 -31
leaf_value=-0.0063019590768628878 -0.002816766838885119 0.0083842688505713133 -0.0084619472290573712 -0.0013267856373213782 0.0048575418012460174 -0.0028216913966842231 -0.0038015836899839067 -0.0025486269110634413 0.00086390250577324712 0.00934806520558416 0.01151961694344685 -0.0059021941214248671 0 -0.0020011084891321546 0.0057067099587931611 0.016147543553761339 0.0059622095120919778 0.00062807602505544945 -0.0012602764307720865 0.0038279530706421426 -0.003999781581242561 -0.0052858016590664313 0.0039161083249702779 -0.003433710628862616 -0.0033671462403407943 0.0083684320723201623 -0.0098929664440924134 -0.00043238620537608803 -0.00054082368580548787 0
leaf_weight=19.176328971982002 92.613388255238533 11.040063083171843 14.75648547708988 86.71355365216732 39.043261617422104 28.032747939229012 149.31209459900856 18.435880020260811 9.8243831098079699 13.620084241032599 38.697006449103355 11.830177143216135 7.6494788229465476 40.669361516833305 16.934200525283813 7.839318871498107 8.6725113093852979 1088.8877767622471 338.8848992139101 95.035066455602646 106.59211947023869 15.56443017721176 172.49201110005379 18.452873080968857 14.5288198441267 10.752507910132406 26.240262076258659 221.92170965671539 539.28451158106327 9.7676551043987256
leaf_count=95 426 45 67 368 166 120 698 84 45 60 165 51 32 176 70 36 35 5045 1479 424 513 66 722 77 61 47 108 1026 2425 40
internal_value=-7.59657e-05 -3.60516e-05 -6.79516e-05 -0.000643469 0.000281733 0.00265202 3.82425e-05 -0.00209622 0.00244011 0.000298984 0.00371087 0.00620762 0.00948173 0.00122663 0.000567441 0.00824094 -0.00319919 0.000493625 -0.000820626 0.000893797 -0.00121641 0.00105255 0.00203344 0.00263893 0.0032942 -0.00108803 -0.00217653 -0.00162183 -0.000347583 -0.0069459
internal_weight=3273.26 3254.09 3243.05 1237.07 2005.98 182.856 1823.13 194.084 36.0996 1629.04 154.823 75.1109 46.3465 79.7126 28.7644 17.6637 157.985 1536.43 352.505 1183.92 929.315 307.752 221.038 205.474 187.021 914.559 364.522 328.514 550.037 36.0079
internal_count=14772 14677 14632 5520 9112 780 8332 898 165 7434 660 318 197 342 121 81 733 7008 1539 5469 4226 1294 926 860 783 4159 1687 1539 2472 148
is_linear=0
shrinkage=0.0106442


Tree=251
num_leaves=23
num_cat=0
split_feature=9 86 132 120 9 19 85 127 103 1 137 105 86 85 52 79 28 54 120 34 90 1
split_gain=6.46848 6.80245 6.35513 4.99995 5.04297 5.55186 5.18788 8.64813 10.4159 8.36498 7.35275 6.27543 5.6959 9.90863 9.18794 8.85896 8.35373 6.49599 4.96845 4.77897 4.54673 3.69111
threshold=0.099999999999999964 4.2678571428571432 1.3165000000000002 3.1055000000000006 3.433333333333334 1.0000000180025095e-35 -0.15431372549019606 0.7320000000000001 1.5005000000000002 1578.5650667926818 7.8500000000000005 1.4065000000000001 2.8837994214079079 0.33657894736842103 2.2450000000000006 2.8477419616417294 6.0500000000000007 1.4350000000000003 0.95000000000000007 2.5850000000000004 -0.10541666666666663 1530.7059713878923
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 3 -1 4 6 -6 7 9 11 10 -2 -9 13 18 -15 17 -17 -14 -8 -11 -10 -5
right_child=1 -3 -4 21 5 -7 12 8 20 19 -12 -13 15 14 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.011863387247000921 0.00066086357681708588 0.0083006889634806482 0 0 -0.000108637647672061 0.0097227078623052018 -0.001128184892099625 -0.0031472461803241153 -0.00085889414814864333 -0.0079190586909575495 0.015500654747347832 0.0058405362021797672 0.0042110657862573977 0.0014695674794298968 -0.009455052968315697 -0.00047532547726174973 0.0060829867389751149 -0.004996426210507607 0.00012236007271994602 0.002841230985295672 0.0052314378742136089 0.0084864864073273451
leaf_weight=10.425629958510401 9.2176094651222247 11.032569646835325 8.7046384811401349 12.436287939548494 9.5083006918430346 12.373022794723509 438.29968878626823 255.51899649202824 22.299629539251328 7.7372008264064815 9.0835210680961591 8.325678735971449 117.80977113544941 11.17210517823696 24.623165667057037 248.61957311630249 24.092134073376656 8.3533304333686811 1971.3443814367056 10.223950460553167 28.449710741639137 13.355937436223028
leaf_count=54 46 45 41 51 41 53 2101 1192 99 37 43 37 507 53 114 1043 99 34 8857 46 124 55
internal_value=-7.52992e-05 -3.57723e-05 -0.00624997 -6.73696e-05 -0.000107981 0.00497108 -0.000146048 -0.00136731 -0.00195612 0.00345157 0.00859972 -0.00282387 9.09852e-07 -0.000187767 -0.00575223 0.00118396 6.55801e-05 0.00351827 -0.000100752 -0.00120985 0.00234855 0.00459129
internal_weight=3273.01 3253.88 19.1303 3242.84 3217.05 21.8813 3195.17 350.856 314.594 36.2623 18.3011 263.845 2844.31 2445.44 35.7953 398.875 272.712 126.163 2409.64 17.9612 50.7493 25.7922
internal_count=14772 14677 95 14632 14526 94 14432 1624 1452 172 89 1229 12808 11125 167 1683 1142 541 10958 83 223 106
is_linear=0
shrinkage=0.0106442


Tree=252
num_leaves=31
num_cat=0
split_feature=77 102 41 127 78 99 29 142 108 30 142 103 110 85 30 137 8 18 102 132 123 90 38 2 84 35 38 41 1 30
split_gain=6.42706 6.07389 10.7663 13.1729 8.07732 6.9236 6.83092 8.69966 6.22539 8.67596 12.6915 6.8267 6.81321 7.76759 6.852 11.357 7.56833 6.05827 6.05252 6.7439 12.2614 9.39639 9.63308 5.65179 5.42227 11.9103 7.02759 7.97829 5.39745 5.35915
threshold=0.099999999999999964 1.4435000000000002 1.7650000000000003 1.1340000000000001 2.0333333333333337 0.63397129186602885 0.81666666666666676 -0.24149999999999996 1.5000000000000002 0.17871660859465732 0.19500000000000003 1.6285000000000001 23.750000000000004 -0.12344827586206894 0.21286446020488572 7.2500000000000009 1.3785714285714288 2.5000000000000004 1.4265000000000001 2.7070000000000003 0.94550000000000012 1.0000000180025095e-35 0.23665667933005238 18.9637326853391 0.075803571428571415 3.0450000000000004 0.15637447901033646 2.4950000000000006 1498.0951641046072 0.21073190789473681
decision_type=2 2 2 2 2 2 2 2 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 23 5 -5 7 -2 9 11 -11 -4 13 17 15 -15 -16 -10 19 24 -21 22 -22 -3 26 -26 -8 -28 -7 -12
right_child=1 2 8 4 -6 28 18 -9 12 10 29 -13 -14 14 16 -17 -18 -19 -20 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.005995056200414549 0.0016910144104669792 0.0027244307467820779 -0.0011207107192095212 0.015972985464854404 0 0.00078611089082445188 -0.0045251064154839269 -0.0089287248441812829 -0.0062985176977011217 0.01073623142272093 0.0048509827352605202 0.0072935853501014817 -0.0052164368908526656 -7.5423650592652884e-05 0.0084005916863781945 0.0054552403218210638 -0.0021835221606550598 0.00082948490710054476 -0.0055152541602721157 0.017331566683819952 -0.0020737549642267676 -0.0079637716940027491 0.0091790751558710141 -0.0065536974500920078 -0.0065095529798150087 0.0080383241883129133 -4.2990383489471779e-05 0.0036364060194840329 0.012025995681228767 -0.0054575231836874929
leaf_weight=18.900043025612831 12.314593046903608 19.236262947320942 63.913628399372101 16.707254782319069 12.732823237776755 13.932935252785684 38.558134987950325 21.481110066175461 32.503186136484146 28.360162273049355 12.375123754143717 13.073460459709166 27.873869344592094 88.021112114191055 8.1297563165426237 74.670912936329842 85.954895436763763 19.12579533457756 21.751147210597992 6.9304998219013205 13.0782453417778 8.5068360567092878 19.746696054935455 11.731492668390272 7.7421929985284796 25.371022805571556 2452.7403964102268 68.549049317836761 9.8851678371429426 10.608757123351095
leaf_count=94 54 88 278 72 54 63 158 96 143 120 53 55 117 380 35 320 363 83 95 30 54 37 86 54 37 108 11234 278 42 45
internal_value=0.00017506 0.000214224 0.001235 0.00475404 0.00797794 0.0103067 2.58848e-06 -0.0047486 0.000574473 0.00257411 0.00597178 0.000171863 -0.00015743 0.000265785 0.00105472 0.0023985 -0.00115744 -0.00345474 6.68258e-05 0.000116768 0.00406141 0.00158241 0.00437603 -0.000451577 3.93009e-05 0.00432002 -1.1974e-05 5.28838e-05 0.0058915 0
internal_weight=3264.51 3245.61 548.837 84.2259 53.2582 40.5254 2696.77 33.7957 464.611 128.331 51.344 76.9871 336.28 308.406 256.777 162.692 94.0847 51.629 2662.97 2641.22 48.2623 41.3318 32.8249 30.9678 2592.96 33.1132 2559.85 2521.29 23.8181 22.9839
internal_count=14726 14632 2365 373 231 177 12267 150 1992 551 218 333 1441 1324 1098 700 398 226 12117 12022 207 177 140 142 11815 145 11670 11512 105 98
is_linear=0
shrinkage=0.0106442


Tree=253
num_leaves=31
num_cat=0
split_feature=9 99 149 38 121 0 30 120 109 9 138 121 90 94 117 121 98 134 53 130 130 49 110 136 2 143 126 90 18 99
split_gain=6.30527 5.65531 10.766 8.62388 8.6677 8.47742 9.33868 8.79361 7.48256 8.22412 8.85847 7.49725 9.44467 7.3361 7.13686 7.08836 6.91199 6.89329 6.79804 6.77824 6.76517 6.73781 7.30044 8.85795 6.8773 8.02819 7.14781 6.3924 7.40129 6.23818
threshold=0.099999999999999964 0.53589743589743599 0.53433908520280893 0.16495355685095603 0.70700000000000007 1538.9289252079548 0.18296668260800253 1.3165000000000002 3.5000000000000004 1.9666666666666668 4.5000000000000009 1.1835000000000002 -0.20541666666666661 28.050000000000004 0.70850000000000013 1.4720000000000002 0.89181286549707617 -0.30549999999999994 2.3150000000000004 1.6835000000000002 1.1835000000000002 3.8450000000000002 18.450000000000003 21.050000000000004 39.492470667073356 -1.0574999999999999 1.9500000000000002 0.058749999999999955 1.5000000000000002 0.53137254901960795
decision_type=2 2 2 2 2 2 2 2 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 29 -4 -5 6 7 -6 9 10 11 12 17 19 -14 16 20 -3 -8 27 -11 24 23 -23 25 -12 -26 -10 -29 -2
right_child=1 8 3 4 5 -7 18 -9 13 15 21 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0059452617075310445 -0.0007101204437839709 0.0039070839440801773 -0.0056098571654616064 0.0094742817858834392 0.0038407001832630803 0 0.0085204066430334697 -0.0016904069567512153 -0.0020818189795948471 0 -0.0021319892228184915 -0.0014509496454783838 0.00074305222022023139 0.0049574533887837861 0.0059894791368127909 -0.00058212135603622471 0.00014746426538995386 -0.0070434209366799228 0 -0.0050573937247730787 -0.0093831804192025629 -0.0035962502365877061 0.0055286142139854295 0.0085576433899812177 0.00065619354230484254 0.0022576744814080678 -0.0039034449762386848 0.012501546249099545 -0.00030788843488052192 0.0093701256252582757
leaf_weight=18.855716302990913 277.67745773494244 7.2605485916137686 14.137470304965971 20.80815877020359 91.606170997023582 127.97494776546955 53.716960445046425 47.435268864035606 79.622888877987862 9.3982648104429227 48.604789853096008 404.02165628969669 220.33945336937904 14.599311500787733 35.417807996273041 386.7348480373621 19.638545677065849 26.853013381361961 11.485872045159338 77.697286888957024 31.895069897174835 88.8984365016222 13.718047946691511 6.9145775884389868 436.42349152266979 625.2786453217268 42.477548122406006 8.0861850082874316 9.8999617993831617 7.0383486598730078
leaf_count=94 1289 33 58 90 402 541 222 206 364 44 217 1839 1024 62 158 1713 91 126 52 338 145 488 70 36 1923 2806 182 35 46 32
internal_value=0.000173177 0.000211955 0.00109837 0.00230752 0.0026543 0.00219555 0.00354168 0.00187825 -6.77715e-06 0.000149849 0.000451537 -0.000504605 0.000778212 -0.00204464 0.00151061 -0.00114502 -0.00454556 -0.0044052 0.00692793 -0.00268762 -0.0070316 0.000985438 -0.00149457 -0.00260962 0.00123018 0.00192549 0.000229853 -0.000693775 0.0048676 -0.000424078
internal_weight=3264.52 3245.66 651.881 367.165 353.027 332.219 204.244 139.041 2593.78 2403.87 1956.21 693.892 289.871 189.906 255.757 447.667 60.9319 34.1136 65.2028 175.306 41.2933 1262.32 109.531 95.813 1152.78 673.883 478.901 97.609 17.9861 284.716
internal_count=14726 14632 2892 1571 1513 1423 882 608 11740 10895 8902 3180 1341 845 1182 1993 280 159 274 783 189 5722 594 524 5128 3023 2105 445 81 1321
is_linear=0
shrinkage=0.0106442


Tree=254
num_leaves=31
num_cat=0
split_feature=86 85 37 35 1 5 79 136 26 102 8 28 3 103 101 123 96 134 11 26 102 94 4 131 112 97 145 134 38 37
split_gain=9.51151 7.84425 9.69705 8.97839 11.3129 10.3462 8.50499 6.88318 10.7776 8.41394 8.82366 8.49239 8.3677 9.06683 8.16626 8.00825 7.29846 7.10472 8.53476 9.92972 11.9971 9.83934 8.45142 7.61122 6.8065 9.67928 6.70543 7.3881 7.25514 6.47359
threshold=2.6172161172161177 -0.19888888888888887 0.42084520042422408 2.8050000000000002 1581.3593896595114 1502.7902675587386 2.526178411230692 8.8500000000000032 0.52050000000000007 0.98150000000000015 1.1380952380952383 5.8166666666666673 1587.2837469079589 1.0055000000000003 1.1000000000000003 2.1465000000000001 3.5000000000000004 0.18900000000000003 0.79285714285714304 0.55950000000000011 0.72950000000000015 16.050000000000004 1697.8840677194651 0.95000000000000007 0.52250000000000008 5.5000000000000009 0.22575000000000003 -0.42349999999999993 0.19013838929058499 0.27478828132098526
decision_type=2 2 2 2 2 2 2 2 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 -5 -1 8 -3 11 12 -9 13 16 -15 24 -11 22 -19 20 -20 -21 26 -24 -12 -26 28 -28 -10 -2
right_child=29 7 -4 4 -6 -7 -8 9 17 10 15 -13 -14 14 -16 -17 -18 18 19 21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0 -0.0012597738431441622 -0.0011564548644235335 -0.0067396908009062888 0.0020659365452444394 -0.0049977490540787928 0.017520879847643046 -0.011787828793992166 0.00019887517075364107 -0.0031738968665441106 0.013367481676437101 -0.0020020068489473887 -0.0058497795736613184 0.01303172803072092 -0.01125801459189819 0.0018900015607995011 0.011864561886836586 0.0029203365754795966 -0.0019557709754673409 0 0.0054049156077064231 0.010832922418502094 -0.0025122032242397927 0.015675812915116109 0 0.0035728589975340041 -0.0019418957495415114 -0.0062670880032234403 -0.00069215342153231582 0.0028426675588083508 0.0015017885277765197
leaf_weight=14.927055239677431 106.35591231286526 942.11563181877136 45.133227869868279 18.517584413290027 12.250500977039335 7.8454753309488288 11.823156803846357 530.33107587695122 28.513779312372208 13.855365991592405 75.531449928879738 27.613460972905159 13.362524449825285 6.5390464663505545 27.885473191738129 7.5039072036743155 24.765131026506424 32.832307696342468 17.252149745821953 33.342786446213722 37.035384565591812 36.315184369683266 7.1038009822368604 7.8827711194753647 114.0720166862011 50.027850106358528 35.068279534578323 142.98413819074631 94.313184276223183 741.42204664647579
leaf_count=85 462 4366 230 91 59 36 62 2453 118 65 338 121 58 30 123 31 112 150 78 148 163 158 31 35 495 215 158 658 419 3178
internal_value=0.000171317 -0.00016519 -0.00293664 -0.000150131 0.00296504 0.00706323 -0.00503908 -2.78544e-05 -0.000493824 0.000699853 0.00203864 -8.16757e-05 0.00499658 0.00338303 -0.00030271 0.000961975 0.00694 0.000804792 0.00265956 0.00396679 0.00741757 0.00112681 -8.25927e-05 0.00767711 0.000576782 0.00182768 -0.00050397 -0.00184909 0.00136052 0.00114297
internal_weight=3264.52 2416.74 110.497 65.3638 38.6136 26.3631 26.7502 2306.25 1414.76 891.487 333.543 557.945 86.4075 73.045 34.4245 247.135 38.6205 472.644 156.778 123.946 54.2875 69.658 315.866 14.9866 239.631 164.1 300.879 178.052 122.827 847.778
internal_count=14726 11086 563 333 186 127 147 10523 6482 4041 1467 2574 388 330 153 1079 177 2116 697 547 241 306 1419 66 1048 710 1353 816 537 3640
is_linear=0
shrinkage=0.0106442


Tree=255
num_leaves=31
num_cat=0
split_feature=56 41 86 52 40 149 136 123 99 93 108 49 114 29 5 114 141 29 1 36 99 133 123 98 142 15 46 107 137 149
split_gain=8.07581 8.4729 7.64444 7.20307 6.02205 8.40084 8.66259 7.06362 7.03033 6.13887 11.5353 8.83234 8.57174 9.75496 7.36807 8.9444 6.82099 6.10957 6.05648 7.23377 6.22693 5.87262 6.07629 11.0342 7.49408 7.98632 9.83563 11.7916 8.46759 8.31386
threshold=2.1250000000000004 3.4850000000000008 3.7370689655172415 2.0950000000000002 5.4350000000000014 0.49947595138573098 8.3500000000000032 1.7735000000000001 0.67424242424242431 11.400000000000002 1.0000000180025095e-35 3.6550000000000007 3.7085000000000004 2.2678571428571432 1538.0976002079099 3.4165000000000005 0.47150000000000009 3.0500000000000003 1373.2352320292064 12.375000000000002 0.46410256410256417 2.7320000000000007 2.1850000000000005 0.44097222222222227 1.3845000000000003 0.90000000000000013 5.035000000000001 0.77250000000000008 12.850000000000003 0.61941211201079638
decision_type=2 2 2 2 2 2 2 2 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 -4 9 6 -6 -7 -9 10 12 16 13 -1 18 17 -12 -16 19 -11 -20 22 23 -2 25 26 27 -25 -28 -27
right_child=21 -3 3 -5 5 7 -8 8 -10 14 11 -13 -14 -15 15 -17 -18 -19 20 -21 -22 -23 -24 24 -26 29 28 -29 -30 -31
leaf_value=-0.0054138153047212489 -0.0047305442725744749 0.010276575941408095 -0.00094422846157930665 0.007911821889351859 0.00099665639541937721 -0.0024458544421615135 0.014971888933595003 0.013086152668354922 0 0.0032784396360973148 -0.0010480867348141086 -0.0080396830025810505 0.0083528342095478946 -0.00027747451887898198 0.0018162109571076028 0.0068050041009641423 -0.0061912297355822396 -0.0048009815055539825 0.00154471561477864 -0.007130864679291281 -0.00037399264261271371 -0.0056596590540119261 0.0064499777879135694 0.006533585154156806 0.0062525430277120021 0 0.0012667453431879684 0 -0.0087667459545146351 -0.0095804113618029648
leaf_weight=45.754517197608948 30.985391676425934 8.5248066931962949 14.743658140301703 24.561448812484741 12.787015855312349 36.974631831049919 10.757338106632231 8.0334527194499987 10.18787397444248 102.00591433048248 138.11958235502243 39.092278555035591 12.032542213797567 581.81886205077171 16.60805581510067 9.4713354706764203 39.948065489530563 90.155865043401718 219.27589072287083 7.6059542447328559 1477.4834491014481 12.241368010640143 28.7256029099226 79.074155285954475 39.525071024894714 72.111236408352852 26.955408155918121 48.882505163550377 13.7687781304121 12.17225708067417
leaf_count=210 128 35 60 100 56 157 46 33 42 453 643 218 52 2702 71 39 188 386 979 31 6761 50 117 329 163 299 109 204 56 50
internal_value=-9.26506e-05 -0.000282974 -0.000317664 0.0043229 -0.000385152 0.00249668 0.00782754 3.26538e-05 0.00563787 -0.00047057 -0.00122145 -0.00334944 -0.000482548 -0.000668669 -0.000130501 -0.00272925 -0.00226083 -0.00367334 3.09137e-05 0.00246042 -0.00011985 0.00139614 0.00167116 0.00121435 0.00188001 0.00115533 0.00251534 0.00399239 -0.00186791 -0.00144204
internal_weight=3270.38 2905.94 2897.42 39.3051 2858.11 78.7403 23.5444 55.196 18.2213 2779.37 856.766 217.16 639.606 627.573 1922.61 116.235 178.068 106.764 1806.37 109.612 1696.76 364.442 352.2 323.475 292.489 252.964 168.681 127.957 40.7242 84.2835
internal_count=14767 13262 13227 160 13067 334 102 232 75 12733 4013 1049 2964 2912 8720 496 831 457 8224 484 7740 1505 1455 1338 1210 1047 698 533 165 349
is_linear=0
shrinkage=0.0106442


Tree=256
num_leaves=31
num_cat=0
split_feature=41 47 120 136 1 111 2 29 22 55 7 148 55 129 112 4 6 79 145 114 8 137 8 7 137 4 151 1 92 31
split_gain=6.79964 5.939 7.21313 10.6343 8.54667 7.93154 7.09897 6.67923 8.36218 7.71804 7.60867 6.67826 6.67583 10.9892 14.2417 7.48802 6.63394 6.34835 6.48525 6.22243 6.02549 8.55011 7.79747 9.64395 9.30959 8.83168 8.62518 7.71268 7.60293 7.21435
threshold=3.4850000000000008 2.0650000000000004 0.64600000000000013 5.9500000000000011 1549.5923188163135 3.4500000000000006 -364.00567380594561 3.1339285714285716 0.41428571428571431 1.9150000000000003 -11.310617865467405 0.25940328054298645 2.0050000000000003 1.0000000180025095e-35 0.31850000000000006 1408.5718834257057 1489.6467917069779 2.4996075448737458 0.26555000000000006 1.2750000000000001 0.81666666666666676 4.9500000000000011 1.1083333333333336 18.76704969392711 5.9500000000000011 1374.4311729432791 0.97700000000000009 1494.2870431281676 -0.45124999999999987 0.22476265133699158
decision_type=2 2 2 2 2 2 2 2 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 11 -4 10 9 -9 -3 -5 13 -11 -15 -14 -17 18 -10 -6 21 28 23 27 26 -26 -24 -22 -8 -23
right_child=-2 7 6 4 19 -7 20 8 17 12 -12 -13 15 14 -16 16 -18 -19 -20 -21 22 29 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0034094306041908542 0.0092569778641219784 -0.010485550825092541 0.0086945831627303332 0.0063504567408831369 -0.0064213904330342533 0.0098851516220380391 0.0055134750793318903 -0.0039989695267409935 0 -0.0087225579056995316 -0.0021288053825633774 -0.005597513862654782 0.0093371280764870772 0 0.014291277914876228 0.0052238090677971527 -0.0053940840032911186 0.00019949633650755252 0.013436103144749243 0.0041832671584858625 -0.0013416075070114264 7.5604309705409352e-05 0.0047272430576925728 0.0053442537488899771 0.0031093613556453445 -0.00081789766330236306 0.00049450765233015022 0.0018703866781641554 -0.0051539999502105754 -0.0043205465417475043
leaf_weight=22.897011831402779 8.7628531008958799 18.286478698253632 10.387651070952414 12.804849535226824 11.370628833770754 36.645000666379929 7.3908705115318289 88.474246561527252 6.6292430758476284 5.6542085558176032 53.733255982398987 8.4840261042118055 5.4632710069417945 14.527409285306932 14.719397097826002 7.0948359221220008 38.530819460749626 37.525940716266632 10.692945584654806 13.569826945662497 128.04207791388035 316.94617556035519 63.44811150431633 61.161821648478508 67.153152078390121 1371.5938738286495 458.70180577039719 237.66931922733784 83.513149946928024 48.100930839776993
leaf_count=107 36 103 43 57 51 167 34 462 35 30 300 40 30 76 75 38 217 194 56 60 580 1441 280 268 290 6010 2021 1064 387 215
internal_value=-9.16928e-05 -0.00012003 2.14104e-05 0.00275369 0.00458308 0.00683656 -7.61697e-05 -0.00154417 -0.000602634 -0.00178016 -0.00439635 0.0010961 0.00038073 0.00406898 0.00690069 -0.00193349 -0.00351302 0.00295161 0.00830794 -0.000230813 -0.000111898 -0.00123488 9.81446e-05 0.00140467 -0.000180926 -0.000627301 0.00102894 0.00071712 -0.00417127 -0.000474918
internal_weight=3269.98 3261.21 2959.88 105.771 82.8743 57.9339 2854.11 301.332 229.312 174.464 72.0197 21.2889 85.9899 34.901 29.2468 51.0889 45.6257 54.8481 17.3222 24.9405 2843.72 455.951 2387.77 426.873 1960.9 1438.75 522.15 365.711 90.904 365.047
internal_count=14767 14731 13115 482 375 264 12633 1616 1213 928 403 97 466 181 151 285 255 285 91 111 12590 2077 10513 1912 8601 6300 2301 1644 421 1656
is_linear=0
shrinkage=0.0106442


Tree=257
num_leaves=31
num_cat=0
split_feature=135 2 35 2 37 90 40 1 35 143 37 123 103 56 1 85 104 48 119 141 133 133 119 0 52 2 150 29 124 35
split_gain=8.43688 6.73355 12.755 9.06107 8.82561 8.31609 6.90621 7.92074 6.90127 7.56643 6.60091 8.449 6.54166 6.31474 6.99449 6.84697 6.73613 10.5598 8.76566 8.70788 9.89894 8.69196 8.36976 7.76166 6.60171 7.74633 8.88713 6.47784 6.27779 6.17969
threshold=0.58900000000000008 36.955541090399272 3.5250000000000004 67.814703508397898 0.32294242905620346 0.012916666666666651 2.5950000000000002 1513.4552642649751 2.7850000000000006 0.26200000000000007 0.37470572527221874 1.0955000000000001 0.6925 2.1250000000000004 1438.9333882256922 -0.23288056206088992 0.77050000000000007 2.2650000000000001 2.4500000000000006 -0.87399999999999989 1.6460000000000001 1.3165000000000002 1.9000000000000001 1450.3347744287755 4.5750000000000011 151.54427731203478 0.54301613104914359 4.6833333333333345 1.1000000000000003 3.2050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 4 -3 5 29 -6 -8 -9 -10 -5 -12 -4 14 -1 27 17 19 22 23 21 -21 28 -17 25 -16 -27 -15 -19 -2
right_child=1 3 12 10 6 -7 7 8 9 -11 11 -13 -14 15 24 16 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00061258029002759238 -0.0080373927667995657 -0.0077520032132540164 0.00034943551056700457 0.0083504207444207394 0.00062921578152654739 0.0080902763162881038 0.01440905197863521 -0.0053458810731975828 0.013112472389122051 0 -0.005846107963293953 0.0035946218419212021 0.012046593721377069 -0.011325712489758414 -0.00057343403887312786 -0.0076676942936118328 -0.00051341480417205643 0.0099825659903907439 0.0081090505174246062 0.0072106456052978456 0.010731127419866216 -0.0010026047704345155 -0.0066850435375886445 0.0055217226765212797 0.0077334491485177908 -0.00071816507593552284 -0.0065040558367486598 5.3013215029747896e-05 -0.00046529775275909653 0.00035485385108421382
leaf_weight=579.0797511190176 22.439342319965363 16.586181715130806 9.4972101598978025 11.587856128811834 50.501406982541084 6.5781790912151328 11.817965686321257 6.7450886219739941 9.8332938104867953 9.1764144301414472 19.785789012908936 22.747806429862976 23.631085500121117 9.2863525003194827 1988.9278216660023 10.6249857544899 106.73966804146767 7.3915252387523642 12.860991179943083 28.982761576771736 36.623489826917648 25.563517510890961 23.736856535077095 9.0778517723083478 10.249401330947874 75.224496498703957 55.996875941753387 10.097459241747854 44.506665080785751 13.790636405348776
leaf_count=2612 107 74 40 50 222 30 54 34 43 41 88 96 98 39 9164 45 440 30 52 121 153 107 97 38 42 331 237 42 181 59
internal_value=-9.05624e-05 0.00184853 0.00304612 -0.000780966 0.00145641 -0.00236534 0.00343309 0.0069225 0.00307979 0.00662137 0.00116152 -0.000550333 0.00900998 -0.000243985 -0.000415118 0.00114834 0.00156289 0.00272715 0 0.00491575 0.00632189 0.00316909 -0.00139624 -0.00105829 -0.00069939 -0.000745105 -0.00326717 -0.00485698 0.000820551 -0.00455335
internal_weight=3269.69 234.718 164.011 70.7076 130.882 42.8082 88.0742 37.5728 25.7548 19.0097 54.1215 42.5336 33.1283 3034.97 2709.48 325.492 306.108 199.369 88.496 110.873 91.1698 54.5463 75.635 19.7028 2130.4 2120.15 131.221 19.3838 51.8982 36.23
internal_count=14767 1036 728 308 590 196 394 172 118 84 234 184 138 13731 12386 1345 1264 824 360 464 381 228 308 83 9774 9732 568 81 211 166
is_linear=0
shrinkage=0.0106442


Tree=258
num_leaves=31
num_cat=0
split_feature=135 40 116 11 110 135 106 28 18 145 38 123 145 29 56 40 40 9 106 99 114 10 0 85 86 28 99 31 45 145
split_gain=5.21911 6.24766 8.52689 11.4549 9.3971 9.01525 8.82045 10.1365 7.61802 7.0577 8.07042 5.71255 5.56435 7.16232 6.95084 5.54771 12.6265 8.31725 8.08132 13.0845 7.88981 9.35885 9.05473 7.48169 9.23503 8.30957 8.66525 9.87895 7.21446 8.00213
threshold=0.58900000000000008 4.5050000000000008 -0.41649999999999993 1.4476190476190478 7.9500000000000011 0.71950000000000014 0.31850000000000006 4.4722222222222232 1.0000000180025095e-35 0.67975000000000008 0.26752092145025824 1.4335000000000002 0.59735000000000016 3.9500000000000006 1.5950000000000004 2.5850000000000004 2.3650000000000007 0.57738095238095244 1.0000000180025095e-35 0.86515151515151534 1.2750000000000001 1.5166666666666668 1524.0695791269989 -0.19466150870406182 2.5266106442577034 2.8944444444444448 0.72474747474747481 0.14068287037037039 1.0850000000000002 0.78195000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 4 9 -2 6 -5 -8 -3 12 -11 -7 13 -4 -15 16 23 20 -18 -20 21 -17 -22 24 -1 -26 27 -27 -24 -30
right_child=1 8 3 5 -6 11 7 -9 -10 10 -12 -13 -14 14 -16 17 18 -19 19 -21 22 -23 28 -25 25 26 -28 -29 29 -31
leaf_value=-0.0069805278072916739 0.0022448715161780745 0.014782377959546822 -0.0056813945713450002 0 -0.0079626751369266235 -0.0036887565725289093 0.017187350771189758 0.0043226273505612379 0 0.013584008109277292 0 0.0061607910011613224 -0.011285198443724616 0.0083873095929903156 -0.00058740922773725961 0.0011700500704884442 0.0063201787500342162 -0.0010127526919033404 0.0019697049942653845 -0.008439919249075039 -0.0056295025176337403 0.013295333217225062 -0.0057226713626683176 6.5124574133606822e-06 0.008429182888697092 0.0075356381099370975 -0.0059036514252327173 -0.0024059790480248583 0.0087774004655294061 -0.00287842483298486
leaf_weight=39.421531647443771 16.150817975401878 8.6399367451667803 23.791625842452049 9.737551733851431 23.007960110902786 15.64034751057625 16.313064023852348 16.929746299982071 8.5148716568946821 8.024413615465166 14.758209303021429 11.450775429606436 6.4717906713485709 12.20924152433872 41.277029857039452 20.005788192152977 46.012715995311737 1116.1187569946051 248.71605809032917 14.176542848348616 21.242856293916702 13.617514431476591 7.4041098058223715 1397.4270861595869 9.7473871111869794 17.108237743377686 35.55119651556015 31.764513343572617 22.973993673920635 7.75592117011547
leaf_count=198 72 37 107 43 103 70 71 71 36 34 68 49 30 57 180 102 214 5201 1136 70 106 65 33 6113 42 73 154 135 113 39
internal_value=-6.92925e-05 0.00146135 0.000914366 0.00194919 -0.00348468 0.00529725 0.00833716 0.0109513 0.00772932 -0.000154503 0.00498579 8.71111e-05 -0.00167811 -0.000737771 0.00126507 -0.00018966 0.000173785 -0.000751395 0.00214 0.00136845 0.0022724 0.00639288 0 -0.000216073 -0.00262294 -0.000687365 -0.00186422 0.000859462 0.00304114 0.00549415
internal_weight=3281.96 232.917 215.763 176.604 39.1588 70.0715 42.9804 33.2428 17.1548 106.532 22.7826 27.0911 83.7497 77.2779 53.4863 3049.04 1839.93 1209.12 308.905 262.893 93.0002 33.6233 59.3769 1531.02 133.593 94.1713 84.4239 48.8728 38.134 30.7299
internal_count=14822 1028 955 780 175 304 185 142 73 476 102 119 374 344 237 13794 8135 5659 1420 1206 458 167 291 6715 602 404 362 208 185 152
is_linear=0
shrinkage=0.0106442


Tree=259
num_leaves=31
num_cat=0
split_feature=135 40 116 11 91 110 135 105 18 147 123 40 40 9 107 4 91 102 48 27 28 36 27 91 91 127 6 117 28 54
split_gain=5.11161 6.10736 8.34204 11.2023 10.9188 9.22904 8.80146 10.8731 7.41915 6.35696 5.5889 5.43198 12.3504 8.13419 8.39425 8.2127 8.11732 9.8908 9.03099 7.60409 8.9193 7.96674 7.35298 7.32344 7.96359 7.3076 8.73911 7.20832 7.53301 9.66903
threshold=0.58900000000000008 4.5050000000000008 -0.41649999999999993 1.4476190476190478 -0.14541666666666661 7.9500000000000011 0.71950000000000014 0.54050000000000009 1.0000000180025095e-35 0.41302710676091753 1.4335000000000002 2.5850000000000004 2.3650000000000007 0.57738095238095244 0.59050000000000014 1553.2233096581019 -0.15374999999999991 0.70650000000000002 1.3150000000000002 0.53527777777777785 4.5857142857142863 2.6750000000000003 0.42950000000000005 -0.20791666666666661 -0.4237499999999999 1.0500000000000003 1479.1728452130981 0.41650000000000004 4.6833333333333345 1.3950000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 5 4 -4 -2 7 -5 -3 -6 -8 12 22 14 15 -13 -14 18 -18 -19 -21 -22 23 24 -1 -20 -27 28 29 -24
right_child=1 8 3 6 9 -7 10 -9 -10 -11 -12 13 16 -15 -16 -17 17 19 25 20 21 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0 0.0022195905252828203 0.014587365589183743 0.0093551972221779852 0.0029111657883390172 -0.0079499181525199969 -0.0078960634734868279 -0.0036530261178832225 0.014402477220049533 0 -0.00014584669043281526 0.0060877129432555105 0.0020448809485661425 -0.0016289459100133443 -0.0010023169918726438 0 0.013902813716300894 0.017115752467496879 0 -0.00020865699186501692 0.011219118498013049 0.0078334659231272304 -0.005413549742286995 -0.0013399037670189012 -0.0011354196077095174 -0.010426438654560914 -0.0020280091625460303 0.0079869291885428899 0.00036484059622822734 -0.0046630798372207542 0.0095235602079280519
leaf_weight=10.918026298284529 16.160849437117577 8.662125378847124 11.871270030736921 24.014348223805428 14.543082699179648 22.955370664596558 15.625299319624903 19.035811826586723 8.5148716568946821 80.103836223483086 11.46480932831764 21.46036359667778 51.139137372374535 1115.7374563664198 59.930705443024635 11.697014257311819 7.7714911401271811 123.4622702896595 23.341241642832756 16.683497473597527 9.4418035894632357 11.051959797739981 68.097154453396797 181.1216444671154 22.021028012037277 10.066008299589155 56.153826177120209 1167.9871954917908 70.010330021381378 10.730552703142164
leaf_count=49 72 37 52 104 68 103 70 81 36 356 49 107 235 5201 297 54 41 565 110 74 39 51 307 808 100 47 258 5102 305 44
internal_value=-6.8458e-05 0.00144616 0.000904461 0.00192771 -0.000152473 -0.00344855 0.00523636 0.00823609 0.00764009 -0.00145585 8.20365e-05 -0.000187627 0.000171921 -0.000743588 0.00224478 0.00654448 0.00211579 0.0028988 0.00560691 0.00119262 0.00541476 0.000177578 -0.000213724 -0.00204523 -0.00672942 0.0044911 0.00630612 7.60331e-05 -0.00211985 5.79734e-06
internal_weight=3281.77 232.952 215.775 176.658 106.518 39.1162 70.1403 43.0502 17.177 94.6469 27.0901 3048.82 1840 1208.83 93.0881 33.1574 309.111 257.972 97.3326 160.64 37.1773 20.4938 1530.89 214.061 32.9391 89.5611 66.2198 1316.83 148.838 78.8277
internal_count=14822 1028 955 780 476 175 304 185 73 424 119 13794 8135 5659 458 161 1420 1185 456 729 164 90 6715 957 149 415 305 5758 656 351
is_linear=0
shrinkage=0.0106442


Tree=260
num_leaves=31
num_cat=0
split_feature=135 40 116 11 136 102 135 127 143 37 94 18 150 130 45 123 37 28 2 143 27 123 132 123 2 127 107 53 19 148
split_gain=5.00735 5.97055 8.16156 10.961 10.9887 9.11576 8.59684 8.47826 10.1671 8.42113 7.93934 7.22682 6.38208 5.50193 5.48305 5.46803 5.41793 5.07639 4.95694 4.66722 8.69968 9.11647 8.36794 7.49971 7.08947 11.1586 6.91015 8.86056 6.50226 7.32509
threshold=0.58900000000000008 4.5050000000000008 -0.41649999999999993 1.4476190476190478 10.15 0.64350000000000007 0.71950000000000014 1.2680000000000002 -0.068999999999999992 0.46420412051718951 19.050000000000004 1.0000000180025095e-35 0.50033272042728316 1.2930000000000004 1.5150000000000003 1.4335000000000002 0.33003556970483044 4.4722222222222232 39.492470667073356 0.6715000000000001 0.42683333333333334 2.1465000000000001 1.0500000000000003 1.2265000000000004 -102.66805670204097 0.95000000000000007 0.90450000000000019 3.0750000000000006 4.5000000000000009 0.25408003032272042
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 5 4 7 13 9 8 -4 16 18 -3 -10 -2 19 -8 -5 -11 -6 20 26 -22 28 24 -24 -26 -1 -28 -21 -30
right_child=1 11 3 6 10 -7 15 -9 12 17 -12 -13 -14 -15 -16 -17 -18 -19 -20 22 21 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.00086192520790099399 -0.0041909085434393527 0.014396782883043066 0.0091334825618519938 0.0065109842504037056 0.0037321374668120022 -0.0077719151717507706 -0.003617628377612887 -0.0075545995495834937 -0.0083477630901311588 0.0087749314766207443 0.0096936512812387989 0 0.00084094778990489625 0.0079763279083874157 -0.0086021952027951678 0.0060156905128164869 0.019174880305682721 -0.0011754431675295952 -0.0071606753241189158 0 0.00018236731032013687 0.0053035322450455443 0.0007193893948913983 -0.0011329851244988045 -0.01215248224128037 -0.0022419436598275677 -0.0072884815165048323 0.0052658892534978149 -0.0011850431833718028 0.0088523378852877043
leaf_weight=187.65472146868706 6.5110243856906882 8.6832564771175402 10.678082823753355 11.770915642380716 13.49161644279957 23.227383643388748 15.610323339700701 26.175206452608109 13.944073081016542 9.2224181443452853 17.172849074006081 8.5148716568946821 17.75129696726799 9.3350519537925702 8.7915919870138151 11.478501603007315 10.26250186562538 11.861665204167364 7.2880472391843787 200.77940784394741 2072.4946168214083 40.381769672036171 16.443297177553177 382.20848226547241 24.953945755958557 33.363699048757553 43.130681574344635 6.4769857525825492 10.752861544489862 21.179667890071869
leaf_count=863 31 37 48 51 61 103 70 116 68 39 74 36 77 41 54 49 45 50 32 928 9363 171 77 1691 117 151 196 34 48 101
internal_value=-6.76938e-05 0.00143125 0.00089476 0.00190662 -0.000150902 -0.00341278 0.00517727 -0.00278921 0 0.00813819 0.00433786 0.0075524 -0.0028705 0.00231476 -0.000185687 7.70171e-05 0.0128857 0.00267932 0 -0.000157894 6.388e-05 0.00028521 -0.000928816 -0.001772 -0.00489858 -0.00666255 -0.00186289 -0.00543782 0.000681838 0.0051438
internal_weight=3281.59 232.979 215.781 176.707 106.501 39.0735 70.2063 68.5487 42.3735 43.1175 37.9525 17.1981 31.6954 15.8461 3048.61 27.0888 22.0334 21.0841 20.7797 3039.82 2350.14 2112.88 689.681 456.969 74.7609 58.3176 237.262 49.6077 232.712 31.9325
internal_count=14822 1028 955 780 476 175 304 309 193 185 167 73 145 72 13794 119 96 89 93 13740 10627 9534 3113 2036 345 268 1093 230 1077 149
is_linear=0
shrinkage=0.0106442


Tree=261
num_leaves=31
num_cat=0
split_feature=9 132 8 102 131 9 34 11 4 102 31 31 126 94 3 137 121 135 102 39 40 130 151 4 31 147 3 3 34 144
split_gain=6.75651 6.33831 5.80386 7.84817 6.47319 8.03264 7.51886 7.08535 7.45045 8.32281 6.64055 7.4677 6.23923 6.43076 6.12135 5.93372 5.83877 5.79971 7.24416 7.54929 18.2445 16.0412 9.59973 9.01064 6.41559 6.25074 6.37137 10.0163 9.83773 10.178
threshold=0.099999999999999964 1.3165000000000002 0.79285714285714304 1.0215000000000003 2.1340000000000003 1.1833333333333336 2.4550000000000005 0.92261904761904778 1636.2067036778278 0.62350000000000005 0.13853769992383855 0.10035971223021582 1.5635000000000001 19.050000000000004 1436.2136975970254 4.9500000000000011 0.26800000000000007 0.11250000000000002 2.0255000000000005 0.35840186750227548 2.3450000000000002 1.8165000000000002 0.97700000000000009 1450.7586715954005 0.23720076882753796 0.39965962962395968 1590.3761910944665 1553.0386986490923 4.1350000000000007 0.0044500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 12 8 9 -7 11 -8 13 -2 -12 -9 -4 25 19 20 23 -22 -21 -19 -24 -18 27 -27 29 -28
right_child=2 -3 16 -5 -6 7 10 15 -10 -11 14 -13 -14 -15 -16 -17 17 18 -20 22 21 -23 24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.011833824123556876 -0.0014299922284461408 0 0.010288569895240825 0.0017968634172699791 0.0030097074020335262 -0.0041376415102329731 0 -0.0082664664360086997 0.009668819899831687 0.0038362446826968222 0.0077473383667905427 0.013634180253042532 -0.0058615334986829278 0.0058389063835344564 -0.0030169823005051421 -0.0031129244936883762 -0.0026122663552764895 -0.002274553835206466 -0.0034733594209090603 0.0061697189961389199 0.0062120013725641549 -0.0004722180453769529 -0.00040391655743569899 0.0013859021562084818 -0.0059361307817430986 -4.1957480701661248e-05 -0.00025724386853308572 0.0024377546380247393 -0.0139993477033666 -0.006230783333551925
leaf_weight=10.574897632002832 77.564624860882759 8.9213977605104429 6.5787668973207465 94.661714062094688 31.497528091073036 43.740988150238991 7.2865219712257412 34.691454455256462 7.7436359524726859 21.368016988039017 8.5782609283924121 11.788090959191321 28.112090840935707 16.721242249011993 19.629095435142517 160.26890186965466 107.99697633087635 100.85520347952843 39.276412054896355 21.798149898648262 147.55591946840286 52.26406592130661 176.70039477944374 300.07477305829525 28.541085809469223 1159.5369480550289 271.62016089260578 217.82361876964569 6.9266932159662238 37.438901767134666
leaf_count=55 385 42 30 430 138 211 38 165 35 102 40 58 131 79 94 746 491 438 166 96 696 237 790 1304 124 5231 1199 968 30 163
internal_value=-4.9106e-06 -0.00625492 2.94741e-05 -0.000948426 -0.00152491 -0.00187537 -8.65912e-07 -0.00302383 -4.33036e-05 -0.00135955 0.00354096 0.00839784 -0.00145479 -2.95967e-05 0 -0.00408377 0.000239452 0.000210744 0.000927502 0.00114899 0.00177764 0.0044112 -0.000468233 0.000438933 -0.00122435 -0.000128438 2.37777e-05 0.00034258 -0.00133266 -0.00101482
internal_weight=3258.14 19.4963 3238.64 563.652 468.99 437.493 169.68 267.813 72.8526 65.109 47.282 19.0746 122.398 94.2859 28.2074 194.96 2674.99 2668.41 867.066 827.79 600.75 199.82 227.04 400.93 205.241 1801.34 1693.35 1377.36 315.986 309.059
internal_count=14712 97 14615 2652 2222 2084 825 1259 348 313 230 96 595 464 134 911 11963 11933 3851 3685 2675 933 1010 1742 914 8082 7591 6199 1392 1362
is_linear=0
shrinkage=0.0106442


Tree=262
num_leaves=31
num_cat=0
split_feature=86 149 86 86 55 93 144 37 29 125 131 95 2 7 105 126 93 104 137 54 39 31 130 136 141 1 116 23 54 141
split_gain=7.03632 9.27999 8.77837 11.3535 8.49125 8.64954 8.18505 7.88807 8.94946 7.86109 7.69123 7.32522 9.45942 9.00842 6.99901 6.91498 9.63838 6.81943 7.05322 6.80218 8.12898 6.99389 6.72666 10.4546 7.42686 6.93944 6.91632 7.76894 8.03796 7.77691
threshold=2.6099033816425128 0.54513711825032585 1.0000000180025095e-35 2.0071428571428576 1.8950000000000002 8.5500000000000025 0.0039500000000000013 0.28255974617623286 6.3166666666666673 1.3665 0.58550000000000002 7.4999999999999991 63.174013451796561 -0.17289817474659222 0.35650000000000004 2.0500000000000003 11.400000000000002 0.73350000000000015 17.150000000000002 1.155 0.25967602906308279 0.14465757767913759 0.95000000000000007 7.0500000000000007 0.45950000000000008 1534.5163618871086 -0.83349999999999991 4.366666666666668 1.7950000000000002 -0.54999999999999993
decision_type=2 2 2 2 2 2 2 2 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 22 4 -4 -6 9 8 -2 11 -3 -5 13 -13 -7 17 -17 19 -19 -9 21 -21 23 24 -1 -26 -24 28 -28 -29
right_child=1 10 3 6 5 14 -8 15 -10 -11 -12 12 -14 -15 -16 16 -18 18 -20 20 -22 -23 26 -25 25 -27 27 29 -30 -31
leaf_value=-0.0055927523523331031 0.00026965285156936678 -0.0046403535556691711 -0.0066645558162993987 0.0007506311878598868 0.012544215893964346 -0.011129281754202658 -0.0034105146916435713 0.00043074756656582582 -0.010742245212803659 -0.001822868262504575 0.00024652434509410165 0.0034391837781538978 -0.00093011287411571327 0.021995371260382098 0.0026792725821375139 -0.0015263543777477497 0.010990226190663152 -0.0011809515241409099 0.0084301265908592118 0.0054901512758138409 0.0077759118849425411 -0.0012114599927870913 0.0017331706597639115 0.00035752063319356947 0.010428176587954412 -0.0042589169389089581 -0.00035566561178628799 -0.0021969598138264061 0.0096761648879420282 0.0045663247308505408
leaf_weight=83.321329385042191 43.73934930562973 39.679512470960617 73.259579688310623 126.21129208803177 5.439052119851115 6.9854901283979407 96.172346353530884 68.162307009100914 9.9012880623340589 118.43128174543381 433.99493715167046 8.2432475835084915 7.6511687636375418 6.7235920280218133 8.3231015056371671 7.8808180093765285 24.028206676244736 84.261568337678909 9.6008864492177945 33.897775754332542 58.067292034626007 32.736618146300316 287.92203803360462 109.46146173775196 6.8636329472064954 6.6195898950099945 1353.71111305058 23.674477815628052 9.0499012470245344 74.126411527395248
leaf_count=401 194 170 370 626 29 40 462 311 43 568 1835 38 35 31 48 34 102 368 41 146 254 141 1293 516 32 32 6096 102 37 317
internal_value=-5.00118e-06 0.000826992 -0.000301129 -0.0016286 -0.00494606 0.000616216 -0.000741621 0.00208644 -0.00156738 0.000179507 -0.000140696 0.0018434 0.0074773 0.0124763 -0.00293634 0.00273447 0.00757009 0.00215973 -8.60796e-05 0.00330712 0.00479521 0.00204027 4.1506e-06 -0.00180827 -0.00436563 0.00243936 0.00022396 -6.63678e-05 -0.000281346 0.00282187
internal_weight=3258.14 845.951 2412.19 457.44 94.0072 20.7476 363.433 372.276 53.6406 267.261 473.674 148.829 22.618 14.9668 15.3086 318.635 31.909 286.726 93.8625 192.864 124.702 66.6344 1954.75 206.266 96.8046 13.4832 1748.48 1460.56 1362.76 97.8009
internal_count=14712 3639 11073 2247 487 117 1760 1634 237 1298 2005 730 104 69 88 1397 136 1261 409 852 541 287 8826 981 465 64 7845 6552 6133 419
is_linear=0
shrinkage=0.0106442


Tree=263
num_leaves=31
num_cat=0
split_feature=145 99 46 94 110 132 101 30 7 130 145 38 138 93 38 117 145 131 55 142 95 149 110 8 145 41 145 84 143 11
split_gain=7.40076 6.56463 9.67033 6.50733 12.3142 9.70658 9.16155 8.4891 9.63973 9.67328 8.43627 14.1021 12.4269 8.39831 13.662 7.8939 7.67115 7.38881 7.47628 8.41383 7.87589 7.38661 9.08689 7.18255 7.62313 10.1949 10.0235 9.12126 8.34265 7.17255
threshold=0.99265000000000014 0.60990338164251223 2.7550000000000003 17.550000000000004 5.1500000000000012 1.9500000000000002 1.3650000000000002 0.18212530712530714 -42.865901717121794 1.5855000000000004 0.43565000000000004 0.29183186218735374 8.5000000000000018 11.400000000000002 0.24177945792619387 0.87500000000000011 0.17305000000000001 0.64600000000000013 1.2850000000000004 1.5250000000000001 -5.2499999999999973 0.58334640781137115 11.15 0.7678571428571429 0.58630000000000015 1.8250000000000004 0.78715000000000013 0.017970779220779203 -0.61049999999999993 2.577380952380953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 10 7 -7 8 9 -5 11 -1 15 14 -6 16 -13 -8 -19 -20 -21 -15 -23 -12 25 -25 27 -26 -27 -10
right_child=1 2 -4 5 13 6 17 -9 29 -11 23 12 -14 21 -16 -17 -18 18 19 20 -22 22 -24 24 26 28 -28 -29 -30 -31
leaf_value=0.00016945719014749329 -0.00033912785374574494 0.017812154949310197 0.0018817316700182711 0.0021430290708327063 0.0044973929919793184 0.0053919862498458815 -0.0087209730469430986 0.0023074610410713098 0.00013975398780365596 0.013962019384310456 -0.0035081075023802367 0.0088100876489562961 0.008078713910381086 -0.00037681378836988797 -0.0059155351450053215 0.010327457697944851 -0.00087650659980280485 0.0026777812425119486 -0.004111389489858828 -0.0037505553600865188 0.0062098336778406912 -0.0053030274992751656 -0.0006390630052884261 -0.0082589786880415458 0.004633122335712365 0.007407674475890311 -0.0011415742880673434 -0.0014477514388125702 -0.0025092064820683075 -0.0057563642261024995
leaf_weight=367.93092162907124 12.630542963743208 8.2573921382427233 12.748408421874045 46.214993268251419 15.887409746646879 18.929215535521507 18.720964312553406 344.95791640877724 684.93613769114017 10.428624272346495 83.039926379919052 10.578543022274969 56.268515542149544 639.00538578629494 87.659885749220848 10.307619974017141 69.949553340673447 36.239385932683945 109.39429044723511 14.933654829859732 20.306479185819626 88.945246234536171 113.90109391510487 26.860289841890335 97.932222679257393 12.447694122791289 136.75198630988598 35.893567949533463 41.649234399199486 24.167127639055252
leaf_count=1633 56 38 56 206 68 82 82 1500 3113 45 402 48 255 2954 439 47 330 149 475 65 86 382 487 131 446 55 627 163 186 106
internal_value=-4.8244e-06 0.00495856 0.0086435 -5.98583e-05 -0.000463256 0.00050735 -0.0015254 0.000916728 0.000276521 0.00450425 0.000384343 0.00131302 0.00410191 -0.00132573 -0.00421653 0.00152295 0.000265674 -0.00223401 -0.00150458 -0.00262505 0.00169119 -0.000957698 -0.00273587 -0.000692125 0 -0.0028921 0.000830332 0.00292376 -3.33766e-05 -4.63963e-05
internal_weight=3257.87 33.6363 21.0058 3224.24 1895.01 1329.23 218.524 1110.7 765.747 56.6436 949.61 515.035 147.104 945.399 103.547 90.8357 80.5281 199.595 180.874 144.634 35.2401 841.852 202.846 434.575 351.535 80.9572 270.578 133.826 54.0969 709.103
internal_count=14712 150 94 14562 8653 5909 939 4970 3470 251 4323 2313 680 4330 507 425 378 857 775 626 151 3823 869 2010 1608 372 1236 609 241 3219
is_linear=0
shrinkage=0.0106442


Tree=264
num_leaves=31
num_cat=0
split_feature=9 86 30 90 130 48 26 118 3 36 122 56 105 99 148 86 28 80 91 118 41 99 30 30 1 35 8 28 9 99
split_gain=7.40861 6.03507 5.59268 7.57978 9.41413 8.436 7.85014 7.60893 6.98236 6.89083 6.85553 10.0018 6.08243 6.832 6.64377 6.31538 5.74353 6.34156 5.58964 6.5371 9.0351 8.39341 8.17504 10.2534 7.62565 6.22311 5.39481 7.20876 5.31377 6.95527
threshold=0.099999999999999964 4.7638888888888902 0.10822072072072071 0.054583333333333255 0.58550000000000002 1.4350000000000003 0.4752777777777778 1.2250000000000003 1392.5539536257036 2.3450000000000002 0.87850000000000017 1.7350000000000001 0.66150000000000009 0.77525252525252542 0.27704162465792886 3.1026315789473689 7.8285714285714292 0.046585792411838654 -0.12541666666666662 1.9000000000000001 2.3550000000000004 0.6132478632478634 0.20218742529285197 0.26139986139986143 1502.7900268930737 4.8850000000000007 0.96666666666666667 3.8944444444444448 1.9666666666666668 0.73508771929824568
decision_type=2 2 2 2 2 2 2 2 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 -5 6 -6 9 10 -7 11 -2 15 14 -14 -10 18 -18 19 22 21 -21 24 -24 -4 -22 27 -12 -20 -30
right_child=1 -3 16 4 5 7 -8 -9 12 -11 26 -13 13 -15 -16 -17 17 -19 28 20 25 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0068440514944926745 0.00094866158675880122 0.0094785758830481133 -0.0023849986847254375 0.013787093505026361 0.0020369734441976297 -0.00011834303665358848 -0.0094661586404068548 -0.0029383077269316328 -0.001679141240753001 0.010186155561560139 0.0005373134166542985 0.014225747442293917 -0.0041539419024645904 -0.010726180496388642 0.002602937469867768 0.0041343802531616791 0.011937519253322176 0 0.00058529659750482623 0 0.0097376960678735025 -0.0064681778050453319 0.0058445226269147011 -0.0019748151535036416 0.001105822321452208 -0.00092448906503142189 0.0026342337967108962 -0.010129757672047121 0.0002182069427588983 -0.0027153760677668289
leaf_weight=18.179530575871468 26.112639352679253 7.5426230877637854 181.24090306460857 7.1591343730688086 10.697145819664003 8.4183242470026034 13.911406487226484 11.404181092977522 241.04197362065315 20.50555020570755 11.721247971057894 9.5290980041027051 95.275980040431023 16.425162106752396 17.931523486971855 22.342658907175064 9.8320472389459628 11.961509734392164 1777.2065063565969 28.793293595314026 8.8407791405916232 71.073863446712494 49.345132201910019 28.326726883649826 111.72242061793804 16.170782998204231 18.426453039050102 13.454442650079725 259.29264175891876 137.04826878011227
leaf_count=91 125 31 825 34 56 38 72 51 1166 92 55 42 438 81 85 94 41 50 7985 124 36 312 218 123 505 66 84 63 1135 612
internal_value=-6.57775e-05 -2.45415e-05 -4.99404e-05 -0.0010363 0.00211775 0.000669649 -0.00403946 0.00380337 -0.00154002 0.00682426 0.0012602 0.00479278 -0.00213132 -0.00405203 -0.002991 -0.00114615 0.0001457 0.00559659 9.72607e-05 -0.000917325 -0.00302928 -0.00450029 -0.000177433 0.00285774 -0.00101795 0.00242475 -0.00138681 -0.00474663 0.000333388 -0.000769705
internal_weight=3260.93 3242.75 3235.21 544.357 72.0957 64.9366 24.6086 40.3281 472.261 28.9239 79.2439 35.6417 393.017 129.633 113.208 263.385 2690.85 21.7936 2669.06 495.514 124.879 99.8672 370.635 77.6719 292.963 25.0116 43.6021 25.1757 2173.55 396.341
internal_count=14730 14639 14608 2576 343 309 128 181 2233 130 369 167 1864 604 523 1260 12032 91 11941 2209 538 436 1671 341 1330 102 202 118 9732 1747
is_linear=0
shrinkage=0.0106442


Tree=265
num_leaves=31
num_cat=0
split_feature=77 135 5 105 26 4 102 119 144 51 105 39 5 29 105 26 86 124 5 141 148 84 108 56 107 134 134 135 4 94
split_gain=7.27199 6.67826 8.50474 6.37678 9.35726 6.71192 6.27909 6.26822 8.4522 7.87231 6.84534 12.9616 8.12963 7.62662 6.71161 7.4489 6.6109 6.01042 5.73133 6.57072 5.515 7.28503 6.27437 6.03027 5.32475 5.2023 6.97329 7.79749 7.48257 5.60149
threshold=0.099999999999999964 0.58900000000000008 1477.5099954614636 0.42250000000000004 0.43211111111111117 1599.9993960063628 1.1255000000000002 0.45000000000000007 -0.0023499999999999992 1.4650000000000001 0.55950000000000022 0.33000569704556038 1532.9367910936655 4.5857142857142863 0.66750000000000009 0.5395000000000002 4.7638888888888902 0.55000000000000016 1498.4526751681954 -0.068999999999999992 0.24423393900191323 0.010646853146853102 1.5000000000000002 1.885 0.90450000000000019 0.21100000000000005 0.6110000000000001 0.21100000000000005 1578.4287882595038 14.550000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 5 -5 6 -4 8 -2 16 11 12 17 14 -12 -16 25 -10 19 -11 22 24 -6 -24 -22 29 27 -27 -28 -9
right_child=1 2 3 4 20 -7 -8 9 10 18 13 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0067894274299522411 -0.0064043690322151178 0.0088886474448354718 0.0017829775945926646 -0.0051726805353265173 0.0015922688948098087 -0.0075231410891060035 -0.0060945385454655053 -0.00059436847461202195 -0.0081264530834428104 -0.0061854393710981549 -0.0035667409602848621 0.013768191115607963 0.010311398926078488 -0.0041823933945709388 0.0016378732001307568 0.016100658174597746 0.010056426457275506 0.0020954465059291826 -0.0092167916192094235 0.0059745247134228643 0.0013373626183884456 -0.0046734177988902838 0.0030476599588188887 0.018337339053951438 0.0082159994489059158 -0.00097930436008780968 0.0028787693859735155 -0.0044402482563855074 -0.0030317968692334485 0.00049606252360369666
leaf_weight=18.130989700555801 11.997859701514242 17.697733759880066 60.512595891952515 14.211123272776602 13.833262488245966 15.021782353520392 14.025485828518866 956.72474074363708 7.3083142489194861 11.559098869562151 8.5916369110345858 14.976226478815077 12.596492767333983 27.533080413937569 14.016381442546846 7.0977211147546759 7.045600712299346 50.016946971416473 19.249604746699333 8.5959386825561506 45.753749564290047 13.541980028152464 7.0507679432630566 9.2688831537961942 20.873686760663986 434.77686752378941 87.274626240134239 92.917111799120903 32.199232161045074 1206.2494106590748
leaf_count=91 54 77 271 65 60 67 60 4366 36 70 41 70 54 125 66 31 29 233 114 49 201 60 30 38 92 1956 381 419 142 5382
internal_value=-6.49084e-05 -2.40714e-05 0.00171305 0.00107087 0.00265276 -0.00101158 0.000159935 -0.000161294 0.00192104 -0.000277325 0.00269761 0.00461722 0.00250715 0 0.00358823 0.00699663 -0.000207352 0.000609237 -0.00501365 -0.000478738 0.00375589 0.00211303 0.00777591 0.0123745 0.00364985 -0.000236819 -0.00107426 -0.0016086 0.001198 8.89314e-06
internal_weight=3260.65 3242.52 231.791 214.093 124.533 89.5599 74.5381 3010.73 154.135 2856.59 142.137 84.898 69.9218 57.2388 29.7057 21.1141 2817.19 57.3253 39.4046 20.155 110.322 80.1694 30.1529 16.3197 66.6274 2810.14 647.168 527.694 119.474 2162.97
internal_count=14730 14639 1021 944 546 398 331 13618 710 12908 656 393 323 263 138 97 12675 269 233 119 481 353 128 68 293 12646 2898 2375 523 9748
is_linear=0
shrinkage=0.0106442


Tree=266
num_leaves=31
num_cat=0
split_feature=77 135 149 51 92 26 137 91 18 119 109 126 48 51 132 137 38 144 45 28 28 28 134 134 130 52 135 38 49 28
split_gain=7.1376 6.54189 7.15158 7.72297 7.13 7.83504 6.64938 10.5618 9.00485 6.1337 9.74259 11.1648 8.34354 7.73021 7.44537 7.3762 6.67349 6.39085 8.33027 6.55017 5.54452 5.39561 5.27375 7.18091 11.9919 17.956 8.39503 8.24432 10.4406 9.23334
threshold=0.099999999999999964 0.58900000000000008 0.4915268008449985 1.3750000000000002 -0.020833333333333249 0.43050000000000005 10.050000000000002 -0.12874999999999992 3.5000000000000004 0.45000000000000007 1.5000000000000002 0.68350000000000011 1.9650000000000001 1.4650000000000001 1.6835000000000002 6.8500000000000005 0.28613225141945209 -0.00074999999999999991 1.1450000000000002 4.8944444444444457 4.0500000000000007 2.8819444444444451 0.21100000000000005 0.6110000000000001 1.8450000000000002 2.8350000000000004 0.21100000000000005 0.26828935015568162 2.5250000000000004 5.5857142857142863
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 20 4 -4 -6 7 -7 -8 10 11 -2 14 22 15 -12 -17 -13 -19 -20 -3 -15 -11 24 26 -26 -24 28 -25 -29
right_child=1 2 3 -5 5 6 8 -9 -10 13 12 17 -14 21 -16 16 -18 18 19 -21 -22 -23 23 27 25 -27 -28 29 -30 -31
leaf_value=-0.0067352127902133348 -0.0083113931379269323 0.00097220951988072086 -0.0017690879176459665 0.014022320973936851 -0.0041629522606444159 0.010522725915086783 0.0097631107665995739 0.00043777499063922531 -0.001241917937634444 4.1789799099382364e-05 -0.0016121537540542874 -0.0026300419322652833 -0.0089157844130922648 0.0007531424786077958 -0.0072642466230955988 0.013913853354767107 0 0.0088954919583824517 -0.0003807030537250945 0.010941106321247042 -0.0073058114649098838 -0.0073820213004407269 0.00027568724008243765 0.00097090049090471024 -0.0071844469648837542 -8.801471955450909e-05 -0.0039290709869186985 0.0020969156938783506 -0.0091064419285953602 0.014613570921075385
leaf_weight=18.082649201154709 7.1834934949874869 17.046511232852936 40.571671321988106 6.6689262241125098 13.815053194761274 14.452366992831228 36.332836702466011 77.995659977197647 8.8654828071594221 2169.5190222710371 15.051962643861769 9.2495233416557294 13.383579775691031 10.336744949221609 9.7588934004306775 9.7855278700590151 7.3391191810369483 48.206541731953621 27.351398274302483 6.8906554132699958 16.107388287782669 28.954512357711792 293.53184156119823 60.916646867990494 90.182591810822487 78.703176572918892 65.032590880990028 35.738097786903381 14.132585644721983 9.2011151015758497
leaf_count=91 35 81 177 34 62 62 155 337 38 9775 72 43 56 61 45 44 36 207 139 33 75 172 1340 256 409 328 298 165 65 39
internal_value=-6.41646e-05 -2.37234e-05 0.00169526 0.00248695 0.00203171 0.0031191 0.0039262 0.00212785 0.00737237 -0.0001596 0.0018997 0.0039318 -0.00154297 -0.000274449 0.000559838 0.00325891 0.00815311 0.00500534 0.00598918 0.00159121 -0.00273308 -0.00497478 -0.000205164 -0.00104889 -0.00159243 -0.00393954 -0.000457665 0.00125295 -0.000786965 0.00489313
internal_weight=3260.39 3242.31 231.856 198.702 192.033 151.461 137.646 92.448 45.1983 3010.45 154.201 98.8816 55.3191 2856.25 41.9355 32.1766 17.1246 91.6981 82.4486 34.2421 33.1539 39.2913 2816.96 647.439 527.45 168.886 358.564 119.988 75.0492 44.9392
internal_count=14730 14639 1021 865 831 654 592 399 193 13618 710 457 253 12908 197 152 80 422 379 172 156 233 12675 2900 2375 737 1638 525 321 204
is_linear=0
shrinkage=0.0106442


Tree=267
num_leaves=31
num_cat=0
split_feature=86 89 86 40 148 131 95 102 149 79 114 7 114 126 148 114 147 41 104 80 95 98 5 11 17 86 37 26 5 144
split_gain=8.7797 10.9786 15.7803 9.67981 12.3885 10.8015 11.6744 11.2797 8.56766 7.5612 7.52051 8.26863 10.7079 9.06011 8.33085 7.53648 8.9334 8.98863 7.94722 7.10966 9.32812 8.73944 7.45399 7.16701 7.00629 8.67711 6.4656 6.20023 8.23337 8.79655
threshold=2.6023255813953496 1.0000000180025095e-35 2.0425438596491232 1.7750000000000001 0.27856974973686094 0.89450000000000018 -3.75 1.1665000000000003 0.59548780782927435 2.5211368095958204 2.4500000000000006 -14.545076041259675 2.6335000000000002 1.3875000000000002 0.2510638640346553 1.6335000000000004 0.41111655002225012 1.8150000000000002 1.3235000000000003 0.08149201090889617 -12.749999999999996 0.77525252525252542 1486.857185991654 1.767857142857143 1.0000000180025095e-35 2.4110105580693819 0.70765220975686816 0.45414285714285713 1525.0484267415427 0.0013500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 9 -2 -5 -6 -7 -8 10 -3 15 14 -13 -14 -12 -1 17 -17 -18 26 -21 22 -22 -24 25 -23 -4 -10 29 -29
right_child=3 2 19 4 5 6 7 -9 27 -11 11 12 13 -15 -16 16 18 -19 -20 20 21 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00026802086243216388 0.0027583632374733541 -0.0024734536714703858 -0.0027665438951554482 -0.00030677285104266957 -0.0022555094528765546 -0.00041409548223026327 0.014999930714061489 0 -0.0018015634479571841 -0.0086131196192581628 -0.012107424011771756 0.0096953489380814124 -0.00108768319820825 0.0051185233556430513 0.0012374799335888786 -0.0086141311450030726 -0.003864976084338733 0.0045376464853055442 0.0062374072975118168 0.013177891291880239 -0.004447086096248061 -0.0041622906314334688 0.0044921353309694901 -0.0026009374767602847 -0.0083415446006907586 0.0085761246835567139 0.0073271432130614543 0.0025338037115249174 -0.001737674206572847 0.011665823424549544
leaf_weight=1279.3021530210972 222.06130696833134 52.664729282259941 167.79585671424866 575.32191680371761 15.903925329446791 12.428604856133459 22.695358961820606 8.9685416370630247 47.862887635827065 50.602098613977432 8.8715452402830142 22.415759429335594 62.033213719725609 44.348905116319656 10.211824864149092 6.7740109264850608 181.66985715925694 33.130678743124008 8.5070035308599454 6.579322174191474 16.879652008414268 19.052099838852886 78.294182643294334 18.325673967599869 20.219567134976387 8.8788802772760373 6.989092528820037 193.36017040908337 44.288633927702904 13.646094068884848
leaf_count=5884 923 291 792 2506 72 55 99 39 209 252 39 98 272 188 46 34 820 148 36 31 83 100 386 89 105 43 29 822 185 58
internal_value=-7.83716e-05 -0.000411283 -0.00191859 0.000842334 0.000156114 0.00476975 0.00754168 0.0109958 -6.20864e-05 -0.00558358 -0.000366513 0.00190749 0.00292596 0.00140095 -0.00441653 -0.00059626 -0.00237573 0.00204213 -0.0033579 -0.000784633 0.000730426 0.000158893 0.00183255 0.00303821 -0.00356832 0 -0.0023029 0.00158929 0.00227689 0.00318648
internal_weight=3260.08 2402.7 446.281 857.38 635.318 59.9964 44.0925 31.6639 1956.42 103.267 1657.26 147.881 128.798 106.382 19.0834 1509.38 230.082 39.9047 190.177 343.014 168.229 161.65 113.5 96.6199 48.1505 27.931 174.785 299.158 251.295 207.006
internal_count=14734 11040 2201 3694 2771 265 193 138 8839 543 7565 643 558 460 85 6922 1038 182 856 1658 837 806 558 475 248 143 821 1274 1065 880
is_linear=0
shrinkage=0.0106442


Tree=268
num_leaves=31
num_cat=0
split_feature=86 92 40 148 131 95 38 90 3 99 85 115 113 135 146 86 41 26 49 3 114 123 26 85 99 95 123 113 148 136
split_gain=8.59316 11.4173 9.4723 12.0994 10.5526 11.3961 7.87051 6.77784 10.7368 7.82288 9.50356 8.50999 8.29732 7.48734 7.31253 7.23208 8.44613 7.47916 11.8239 8.95066 10.894 6.32269 6.30466 6.12296 6.00235 15.7147 9.33191 9.04846 9.99086 11.0007
threshold=2.6023255813953496 0.12416666666666666 1.7750000000000001 0.27856974973686094 0.89450000000000018 -3.75 0.2767256083151608 0.043749999999999956 1425.4722534920818 0.70294117647058829 -0.076725146198830432 1.0500000000000003 0.40950000000000003 0.17650000000000002 0.00045000000000000004 3.6485294117647062 2.0550000000000002 0.48527777777777786 1.9550000000000003 1522.4585192292941 1.7320000000000002 1.5530000000000002 0.61527777777777792 -0.046602564102564088 0.64495798319327746 -2.2499999999999982 0.84800000000000009 0.59050000000000014 0.26048169505872398 6.1500000000000012
decision_type=2 2 2 2 2 2 2 2 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 24 -2 7 -5 -6 -7 15 -9 12 -11 -12 13 -10 -14 17 -17 19 -19 20 -4 -20 -3 -21 26 27 -1 28 -26 -30
right_child=2 22 3 4 5 6 -8 8 9 10 11 -13 14 -15 -16 16 -18 18 21 23 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0032647833050486906 0.0027281347585012996 -0.0029537832774629239 0.00057132043150718626 -0.0022331001301735781 -0.0004097366899153274 0.004384455786283813 0.016247916280339097 0.010005346613295104 0.0079885229138890197 -0.0068391543275428488 -0.0073421255364661151 0.0038152736291503773 0.0034924221780821018 -0.00050273121330501565 -0.0059495807839964202 0.0098487679239961691 -0.00079934254738495451 0.0018929964927568985 -0.0025119520045785125 -0.0096406114732444457 0.011154959850012457 -0.0070771538137915395 0.0047501920526296275 -0.00029365129946826824 0.0010486919206148101 -7.1519376633702569e-05 0.00076364105464070083 -0.0063847879161052432 -0.010322181276841275 -0.0012044794001662242
leaf_weight=69.535325050354004 222.13156697154045 239.9846626073122 94.623631834983826 15.892599686980246 12.427133128046988 15.331592082977297 16.422212094068527 15.235618710517882 37.566779285669327 28.307265892624855 9.8607750087976438 32.428576067090034 18.017648115754128 13.883341088891028 18.122668579220772 14.284688964486124 16.762943834066391 46.59843473136425 122.86484192311764 14.139548510313032 12.927398175001143 55.787292793393135 11.66540567576885 23.868424609303474 72.570627108216286 965.21209146082401 899.45318104326725 72.216848686337471 24.474026635289192 47.075280055403709
leaf_count=331 923 1153 418 72 55 66 72 65 162 127 43 142 77 60 78 58 68 195 543 64 55 245 53 106 335 4431 4044 334 127 232
internal_value=-7.76397e-05 -0.000407102 0.000833092 0.000154035 0.00471045 0.00744565 0.0108504 -0.00030353 0.00142945 0.00053714 -0.00201529 0.000965547 0.00271415 0.0054933 -0.000951972 -0.00107751 0.00376179 -0.001511 -0.00273134 0.000305372 0.00194101 -0.00399625 -0.00255497 -0.00404692 -0.000150886 -0.000663813 0.00046373 -0.0032579 -0.00161825 -0.00446991
internal_weight=3259.67 2402.19 857.485 635.353 60.0735 44.1809 31.7538 575.28 173.423 158.187 70.5966 42.2894 87.5904 51.4501 36.1403 401.857 31.0476 370.81 225.251 145.559 107.551 178.652 251.65 38.008 2150.54 1181.55 968.989 216.337 144.12 71.5493
internal_count=14734 11040 3694 2771 265 193 138 2506 754 689 312 185 377 222 155 1752 126 1626 983 643 473 788 1206 170 9834 5459 4375 1028 694 359
is_linear=0
shrinkage=0.0106442


Tree=269
num_leaves=31
num_cat=0
split_feature=86 92 40 148 143 118 12 27 135 44 30 149 30 26 123 126 86 111 0 100 30 91 7 27 145 115 10 99 126 4
split_gain=8.41115 11.213 9.26859 11.8198 11.6341 8.74381 9.76947 8.29508 10.7873 7.33463 8.60367 6.82488 6.46847 8.6377 8.2933 7.28481 6.99903 7.34535 6.63246 12.6213 9.30327 6.31763 9.80003 8.19166 6.48692 10.2971 6.23875 6.02861 8.42109 9.54564
threshold=2.6023255813953496 0.20833333333333337 1.7750000000000001 0.27856974973686094 -1.8594999999999999 1.4500000000000002 0.36666666666666675 0.49050000000000005 0.23850000000000002 8.6250000000000018 0.16060405643738976 0.5124309890665032 0.22110323886639674 0.4870714285714286 0.6585000000000002 2.4720000000000004 2.9393382352941182 4.0500000000000007 1482.2248018798834 1.1000000000000003 0.13025804171085187 -0.087499999999999925 43.098958049910046 0.47950000000000004 0.18535000000000004 1.0500000000000003 1.7238095238095241 0.51190476190476197 2.2360000000000002 1671.2063748698865
decision_type=2 2 2 2 2 2 2 2 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 27 4 12 -2 6 -5 -3 9 11 -11 -9 13 15 -15 18 -14 -18 20 -20 -4 23 24 -6 25 -23 -10 28 29 -1
right_child=2 7 3 5 21 -7 -8 8 26 10 -12 -13 16 14 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.6881370363257691e-05 -0.0083235636691736548 -0.0057398471587260897 0 0.011623621825531474 0.00084589094855887681 -0.0011228926961893951 0.00055570400103761343 -0.0010208005565857442 0.013096469651459105 -0.0030628889116799652 0.010012825108816226 -0.0077582142131674952 -0.0015720600256930819 0.0073408007929942039 -0.0024343669981708367 -0.0074886763193920385 0.006865512769941004 0 -0.0082144958154785185 0.0016907532887456755 0.0065753848529710567 0.016426223935349312 -0.009487188763358561 0.007623729501120914 0.00051417611981764125 0.0021294607835246186 0.0006071313824441663 -0.00045909298024959246 0.0058621978101169427 0.0087392864900461605
leaf_weight=376.27729885280132 9.836460664868353 72.650932252407074 49.671680822968483 24.955743432044983 35.349975645542145 17.747345849871635 17.446510195732117 41.113568246364594 7.9308042824268368 11.559789791703226 10.003263145685194 35.242143884301186 37.964932098984718 9.7141276895999891 270.51372374594212 10.6603856831789 41.651778683066368 33.142362788319588 19.736090123653412 52.939634531736374 49.138566270470619 8.8209637552499789 8.2607383430004102 62.603817850351334 74.609039917588234 22.719318941235542 15.257511407136915 1780.0768768936396 36.4585320353508 15.194867983460425
leaf_count=1702 41 350 220 109 148 78 78 209 37 53 44 164 169 43 1181 46 174 138 89 232 214 36 34 258 312 94 71 8186 155 69
internal_value=-7.69055e-05 -0.000402941 0.000824065 0.000152021 0.00269826 0.00465245 0.00731715 -0.00286185 -0.00104873 -0.00266673 0.00251644 -0.00426788 -0.000300407 -0.00087363 -0.00205807 0.000890994 0.00195707 0.00388871 0.0014731 -0.000854779 0.00329146 0.00325818 0.00143133 0.00528483 0.00237988 0.00646055 0.00533119 -0.000182413 0.000943982 0.000459136
internal_weight=3259.25 2401.77 857.483 635.283 222.2 60.1496 42.4023 193.758 121.107 97.9188 21.5631 76.3557 575.133 462.374 280.228 182.146 112.759 74.7941 171.486 72.6757 98.8102 212.364 114.41 97.9538 106.149 31.5403 23.1883 2208.01 427.931 391.472
internal_count=14734 11040 3694 2771 923 265 187 928 578 470 97 373 2506 2025 1224 801 481 312 755 321 434 882 476 406 442 130 108 10112 1926 1771
is_linear=0
shrinkage=0.0106442


Tree=270
num_leaves=31
num_cat=0
split_feature=85 105 34 132 4 89 3 77 34 120 37 28 111 53 111 141 10 101 123 148 4 39 84 89 30 136 4 48 125 34
split_gain=6.01791 11.4845 9.17591 7.96617 9.72531 13.4102 9.43128 11.5227 8.89614 7.71128 7.87289 7.41777 6.63924 8.84109 8.7389 10.4975 7.6307 10.9524 14.4444 6.9278 6.61636 6.55676 6.49772 8.66707 7.26347 6.92763 7.69789 6.71314 6.31916 5.98433
threshold=-0.15431372549019606 1.5335000000000003 2.0050000000000003 0.64600000000000013 1560.9408957765024 0.6100000000000001 1429.6392201506062 1.4833333333333336 2.1850000000000005 0.64600000000000013 0.53977069444945303 7.5777777777777784 19.450000000000003 3.2550000000000003 17.650000000000002 -0.74399999999999988 0.86190476190476206 0.77500000000000013 1.0955000000000001 0.27704162465792886 1539.6459510646564 0.32538205236719192 0.019374999999999951 0.43000000000000005 0.070505385252692607 4.0500000000000007 1503.7235283985221 1.5150000000000003 0.70850000000000013 2.5650000000000004
decision_type=2 2 2 2 2 2 2 2 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 5 8 -7 -8 -5 -1 28 12 13 14 22 -16 17 -15 -19 -14 -3 -13 23 24 -2 26 -24 -27 -11 -10
right_child=11 20 3 4 -6 6 7 -9 29 10 -12 21 19 16 15 -17 -18 18 -20 -21 -22 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0064698909036506273 0.00453830371382006 0.013934145891730169 -0.0077575880491874694 0.015303874125770896 -0.002901543137267433 0.0085156757231840963 0.00077661445679202707 -0.011603095375299259 -0.00064220754001426247 0.00015699758460431594 -0.00059241918748616164 0.0010883515647057901 -0.0017636975577375114 -0.0034299207536700287 -0.0037560997610105958 0.0043995358133717098 -0.0048320576204815618 -0.0025568418453922629 0.018389288982778355 0.0028191767272763377 0 0.012096669540049683 0.0055399871533532213 0.0018468273080368169 0 0.00093487604858370267 -0.001159344751229426 -0.0027768263640078339 -0.0062547364981322138 0.007164529462793068
leaf_weight=8.188316658139227 41.202931568026543 8.4488916248083097 12.700496092438696 11.375428155064581 45.39112089574337 8.1167017519474012 18.799605026841164 13.720622077584265 15.556957274675367 17.058506473898888 68.488273978233337 19.526835113763813 323.93975313007832 20.337306663393974 19.848594665527344 113.28192746639252 68.012633249163628 5.6803753674030286 7.8216884583234787 40.671986326575279 6.8150069564580908 10.997486919164656 34.384763345122337 440.14447782933712 1415.8504710048437 69.823421791195869 40.36003865301609 210.26273754239082 106.19022339582443 25.847977757453918
leaf_count=40 191 36 65 53 213 37 91 63 74 82 301 82 1461 116 89 500 378 33 42 196 30 46 148 1954 6333 320 179 918 493 118
internal_value=4.8703e-06 -0.0012761 -0.00169319 0.000218347 0.00102371 0.00304329 -0.00134108 -0.00412387 0.00661773 -0.00319428 -0.00366172 0.00017149 0.000111862 0.000311884 0.000446817 0.00310479 -0.00274494 0.00113983 0.00880006 -0.00122371 0.00763941 0.00539824 0.000285029 0.000535939 0.000132746 -0.00102695 0.00178216 -0.00181406 -0.00528217 0.00397792
internal_weight=3248.85 366.698 351.434 151.509 138.808 93.4173 40.6369 32.5202 52.7804 199.925 191.737 2882.15 2851.62 2487.01 2385.16 133.131 101.852 33.8394 13.5021 364.612 15.2639 30.5243 2252.03 1897.2 1457.05 354.831 74.7448 280.086 123.249 41.4049
internal_count=14682 1696 1630 714 649 436 191 154 245 916 876 12986 12858 11201 10632 589 569 191 75 1657 66 128 10043 8478 6524 1565 327 1238 575 192
is_linear=0
shrinkage=0.0106442


Tree=271
num_leaves=31
num_cat=0
split_feature=85 135 86 34 141 119 86 134 10 40 40 35 35 2 149 114 0 5 141 42 2 130 30 121 85 27 3 40 127 86
split_gain=5.88936 10.3471 8.62317 8.5008 10.6108 9.87037 8.50131 7.5948 15.6399 7.75919 8.58606 7.38628 7.3312 7.15023 7.13618 6.12711 9.43109 7.30281 10.6966 9.34647 7.11033 6.50158 8.18452 8.76006 7.92061 7.37223 6.33815 5.99937 5.8912 6.15914
threshold=-0.15431372549019606 0.53800000000000014 2.6099033816425128 2.0050000000000003 1.393 1.7085000000000001 3.1266025641025643 0.37300000000000005 1.7928571428571431 3.3450000000000002 3.0550000000000002 3.7250000000000005 3.4050000000000007 192.0437021774282 0.57888813010597684 2.3665000000000007 1394.4113487433922 1477.5099954614636 -0.60349999999999981 1.7350000000000001 331.00351593747945 0.95000000000000007 0.070505385252692607 1.2930000000000004 0.21188405797101437 0.66422222222222238 1417.7440020822366 2.2050000000000005 0.68350000000000011 2.0635080645161294
decision_type=2 2 2 2 2 2 2 2 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 15 28 5 6 -5 9 13 10 -4 12 -11 27 -8 17 -17 18 -2 -20 21 22 26 -24 25 -23 -19 -9 -1 -30
right_child=2 -3 7 4 -6 -7 14 8 -10 11 -12 -13 -14 -15 -16 16 -18 20 19 -21 -22 24 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0032607910470280137 -0.0011286860406234511 0.0057425365024842837 0.001864915250927081 -5.6113660815408886e-05 0.011205294389546587 -0.0045042388013582279 0.013562835896580394 -0.0032457590211360668 -0.007969331836629066 -0.0013160975027355563 0.0079632097876037693 0.0034618109740515383 -0.011690358704714432 0.011018121518664711 0 -0.0085336913896896498 0.0022482083128690122 0.012232137821902659 -0.0019220515122927867 0.0059854559163056986 0.0081972529526487623 -0.00015744289325649589 -0.0057972237365192594 -0.00047303265722875847 -0.0054394114819992173 -0.007379089134493577 0 0.0043900125006355916 -0.0090693287890715769 -0.0028839391923150557
leaf_weight=13.133673772215841 72.823315545916557 21.777949184179306 434.59015165269375 74.759508699178696 9.2378659993410093 48.430204197764397 10.605713307857515 27.347779497504234 29.265047937631607 37.929815366864204 29.28247894346714 21.863218620419502 10.864968091249464 7.7747157514095298 7.4868699610233298 9.3356420844793302 183.98849430680275 6.2952755242586163 19.595087647438049 74.169285476207733 10.451325073838232 1666.9832348376513 82.905647307634354 68.621609807014465 34.050327911973 16.265897557139397 17.437920451164246 20.320385754108429 23.261214181780815 157.81647415459156
leaf_count=63 333 99 1854 367 41 223 44 116 125 175 127 90 48 32 32 42 796 32 83 341 43 7587 420 325 165 73 90 89 123 704
internal_value=4.89064e-06 -0.00126265 0.000169718 -0.00173563 9.60104e-05 -0.000556114 0.00139016 0.0012843 -0.0016129 0.00176306 0.0022725 -0.00143294 -0.00384113 0.00155304 0.00794619 -0.000130647 0.00167328 -0.000304224 0.00181943 0.00422102 -0.00049564 -0.000549189 -0.00251169 -0.00345532 -0.000342795 -0.000233462 0.00307096 0 -0.00320924 -0.00373646
internal_weight=3248.67 366.509 2882.16 344.732 150.52 141.282 92.8521 619.239 84.7079 534.531 463.873 70.658 48.7948 55.4429 18.0926 2262.92 193.324 2069.6 166.588 93.7644 1903.01 1892.56 175.26 151.527 1717.3 1683.25 23.7332 47.6682 194.211 181.078
internal_count=14682 1696 12986 1597 707 666 443 2656 362 2294 1981 313 223 237 76 10330 838 9492 757 424 8735 8692 867 745 7825 7660 122 205 890 827
is_linear=0
shrinkage=0.0106442


Tree=272
num_leaves=31
num_cat=0
split_feature=111 111 8 79 6 2 19 115 136 56 11 52 136 126 150 26 49 7 8 26 50 3 95 120 51 123 77 147 27 111
split_gain=4.91403 7.91425 8.64744 7.83783 7.10277 11.9412 8.71436 6.6388 7.90046 6.50987 10.5319 11.7575 10.1362 9.47658 6.92763 9.37433 9.21133 7.59921 7.05611 8.02611 10.4788 7.4612 9.72587 7.25609 7.00816 6.90046 9.01633 7.16227 7.01959 6.65446
threshold=19.450000000000003 17.150000000000002 0.65476190476190488 2.9725649350649355 1485.6997522019785 -15.473031386787396 2.5000000000000004 1.6905000000000003 6.8500000000000005 2.1150000000000007 2.077380952380953 3.4950000000000006 14.250000000000002 2.1835000000000004 0.54565303691941258 0.42527777777777781 3.8450000000000002 1.7071105454489273 1.1380952380952383 0.53707142857142876 1.3550000000000002 1457.9495550402632 5.9999999999999991 1.0500000000000003 1.3550000000000002 2.4335000000000004 1.9666666666666668 0.47199397614381194 0.49527777777777787 2.6500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 7 -5 6 -6 -4 -9 14 12 13 25 -12 16 -16 18 -18 19 20 -1 22 -20 -21 -23 26 27 -11 -28 -14
right_child=-2 2 3 4 5 -7 -8 8 -10 10 11 -13 29 -15 15 -17 17 -19 21 23 -22 24 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0017937409439704784 -0.0011510404211167848 -0.0042163793205478271 0.0027546204719529847 0.016509105258863101 0.0044979729479501735 -0.00036495787316409459 0.018819280969816311 -0.010250735261760683 0.0011275744898150049 0.0035549982942700699 0.010192458995697273 -0.0024353827655579324 0.0014542875052480676 -0.0014179000891562672 -0.0044386813010549846 -0.000555946206015231 -0.0036891264656259662 0.00041509559195379022 -0.0034619201093392753 -0.0041748413776668668 0.0097270983915378768 0.00034394067001485815 0.0032282381510611536 0.0013140047328653742 0.010730394988225755 0.011560989116814809 0.0036124548157482057 -0.0041716229868324576 -0.0047739959772517809 -0.0070269477454894527
leaf_weight=414.11573003232479 367.52853345870972 19.759383663535118 88.765925049781799 7.483730897307395 17.717188403010372 24.718237176537514 8.5608957111835462 10.935574471950533 15.183723598718641 114.34807083010674 39.638870671391487 14.560348272323607 13.329147353768347 8.0643004029989225 78.073666855692863 874.74778279662132 111.19109354913235 86.951358526945114 125.78085671365261 47.242405697703362 20.563713923096657 534.32374575734138 29.052356898784637 60.6859050989151 7.5628692209720603 7.6307755708694449 14.140717178583143 14.233507484197615 41.508547782897949 29.99282494187355
leaf_count=1946 1670 95 405 31 75 104 36 51 69 472 163 59 55 33 352 3798 612 469 580 219 85 2413 130 274 39 31 59 60 172 125
internal_value=4.67507e-06 0.000155759 0.00223715 0.00303322 0.00625551 0.00454504 0.00956287 0.00130164 -0.00323456 2.29846e-06 0.00149112 0.00539864 0.000412006 0.00800976 -0.00017858 -0.000885107 0.00028244 -0.00183511 0.000629457 0.00154042 0.00219319 -6.49467e-05 -0.00213884 -0.000991357 0.000508263 0.00150249 0.00102892 0.00261809 -0.00245442 -0.00417527
internal_weight=3248.39 2880.86 193.125 173.365 58.4801 50.9963 26.2781 114.885 26.1193 2687.74 297.447 62.2635 235.184 47.7032 2390.29 952.821 1437.47 198.142 1239.33 542.608 434.679 696.72 154.833 107.928 541.887 191.862 184.231 128.582 55.6493 43.322
internal_count=14682 13012 866 771 246 215 111 525 120 12146 1229 255 974 196 10917 4150 6767 1081 5686 2524 2031 3162 710 493 2452 794 763 532 231 180
is_linear=0
shrinkage=0.0106442


Tree=273
num_leaves=31
num_cat=0
split_feature=8 131 31 26 111 79 46 103 137 138 147 13 110 1 6 136 4 31 46 134 137 56 119 27 126 78 147 50 0 92
split_gain=7.84715 10.0445 11.558 9.42208 9.58379 9.71549 13.3029 8.38855 9.01801 7.4135 9.21603 7.27306 10.009 11.9382 9.17566 8.40517 8.04203 7.89199 8.23255 7.72475 7.67086 8.59307 10.7875 7.25612 7.07773 9.82807 9.8938 9.2825 8.43941 8.36497
threshold=0.81666666666666676 2.3875000000000006 0.22591692443658859 0.41612500000000002 11.450000000000001 2.7221590667924036 2.7050000000000005 0.7875000000000002 4.1500000000000012 6.5000000000000009 0.43873633682589819 0.36666666666666675 14.250000000000002 1477.0007987809656 1492.9630588624905 3.9500000000000006 1424.7828133808364 0.11499338826162137 3.0350000000000006 -0.31949999999999995 7.1500000000000012 1.7950000000000002 1.5500000000000003 0.48612500000000008 1.3540000000000003 1.9666666666666668 0.46506403181766159 1.4850000000000001 1615.7950962044638 -0.48999999999999999
decision_type=2 2 2 2 2 2 2 2 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 11 4 5 6 -2 -6 -9 10 -10 12 14 23 16 -13 -1 18 -16 -19 -17 22 -22 -14 25 27 -27 -5 -28 -26
right_child=3 -3 -4 24 7 -7 -8 8 9 -11 -12 15 13 -15 17 20 -18 19 -20 -21 21 -23 -24 -25 29 26 28 -29 -30 -31
leaf_value=-0.0078905088261213892 -0.0061424035022474462 0.0055823872470584374 -0.005131581670750676 -0.0009406839098452459 0.0084293915082900121 -0.0068784825129848516 0.0066122134070398996 0.0098122731970479039 0.0076954708651586577 -0.0096065907388416683 -0.005963134610971573 -0.0045655236083637554 -0.0051191831631101801 -0.0086273552112084914 -0.0095310053524080424 -0.0004495512503200046 -0.00094120149453140174 0.0061975901144604544 0.0040034576369243242 0.00013997540327792727 0.0046749598185580488 0.009097708232551906 -0.0032092965757187434 0.0037922856631023459 -0.0024775506878839922 0.000610947239531434 0.0085162796125133923 0.00337704676250825 -0.0013132837682044496 0.0012273021150162025
leaf_weight=28.195797592401505 19.124691858887672 24.938856244087219 76.978339150547981 831.36373117566109 13.807676553726195 60.690081968903542 17.969503685832024 6.8721343129873267 10.458540469408037 13.451900154352186 11.946758598089216 30.122265607118607 20.47091606259346 45.738203689455986 13.898330479860308 114.26758360862732 70.73671980202198 39.929809987545013 6.7317188382148734 68.561865657567978 51.862039521336555 24.418254390358925 30.197241440415382 20.360109761357307 71.349662587046623 180.84774607419968 38.012532338500023 59.684499129652977 11.031293869018553 1245.7464170157909
leaf_count=133 102 108 354 3844 67 275 82 31 47 62 56 147 98 215 72 550 335 183 30 319 255 106 145 95 317 793 165 242 46 5467
internal_value=5.56541e-05 -0.0009697 -0.00124036 0.000323681 -0.00221472 -0.00425538 0 0.00112914 -0.000984333 -0.00334615 0 -0.000692112 -0.00177892 -0.00487682 -0.000556945 0.00062907 -0.00302781 0.00125496 -0.00460602 0.00246616 0.00138544 0.00345323 0.00164574 -0.000418568 0.000488659 -0.0001247 0.00182576 -0.000639697 0.0060914 0.00101864
internal_weight=3259.77 667.408 642.469 2592.36 154.321 97.7843 37.0942 56.537 42.7293 35.8572 22.4053 565.491 314.623 86.5692 228.054 250.867 98.9325 129.122 20.63 108.492 220.745 106.478 82.0593 40.831 2438.04 1120.94 229.892 891.048 49.0438 1317.1
internal_count=14741 3145 3037 11596 722 459 184 263 196 165 103 2683 1480 408 1072 1203 468 604 102 502 1056 506 400 193 10874 5090 1004 4086 211 5784
is_linear=0
shrinkage=0.0106442


Tree=274
num_leaves=31
num_cat=0
split_feature=8 131 31 26 111 150 46 103 137 114 125 38 130 41 142 54 126 78 147 29 37 8 8 89 53 7 31 9 22 133
split_gain=7.68573 9.82874 11.3346 9.22419 9.40277 8.25837 10.6909 8.18184 8.81664 7.29612 8.14859 7.33094 9.5246 9.95049 7.12725 7.04068 7.11529 11.1213 9.23758 9.77252 8.439 11.2008 9.02243 8.39729 7.20521 6.99609 9.93462 6.94099 6.69605 6.67155
threshold=0.81666666666666676 2.3875000000000006 0.22591692443658859 0.41612500000000002 11.450000000000001 0.50468378703219485 2.7050000000000005 0.7875000000000002 4.1500000000000012 1.4645000000000004 1.7085000000000001 0.25609435480843307 0.95000000000000007 2.2150000000000003 -0.47149999999999997 1.4950000000000003 1.3540000000000003 1.9666666666666668 0.46506403181766159 3.3875000000000006 0.32294242905620346 1.1833333333333336 1.0333333333333337 0.81000000000000016 2.0650000000000004 -25.78318322104337 0.11149961149961148 0.96666666666666667 0.90000000000000013 2.5280000000000005
decision_type=2 2 2 2 2 2 2 2 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 5 6 -2 -6 -9 10 11 12 -1 -14 -11 16 17 25 -19 -20 28 22 -22 -23 -25 26 -5 -12 -18 -27
right_child=3 -3 -4 15 7 -7 -8 8 -10 14 27 -13 13 -15 -16 -17 20 18 19 -21 21 23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=-0.0023874117012350256 -0.0057570879469485059 0.0055164515972921397 -0.00508517092151985 0.013596632767755638 0.0083124465181952586 -0.0065512656520195309 0.0059493922275947004 0.0096794109055536402 -0.0033150050661026826 0.0005247088243017649 0.0018964645398398083 -9.3349761192657832e-05 0.0083311593671507155 -0.0018947885919480226 -0.0050829254006451033 0.0021521763734065535 -0.0002089736532796337 0.00072750611020529416 0 0.011241702239966053 0.0015185336288711928 0.0011458344958403459 0.0065047352727594914 -0.0075189072467947279 0 -0.0012466983115462648 0.0001406564668409268 -0.0043216632972446732 -0.0064813989370097027 0.0060676183062141186
leaf_weight=19.691763609647751 18.315909877419472 24.968153432011604 76.854707062244415 8.6398056894540769 13.852649182081221 62.247605547308922 17.070497646927834 6.8922024667263022 35.810067057609558 34.699047550559044 24.781186118721962 278.63451920449734 43.750091135501862 12.261452987790106 73.055267229676247 258.04886855185032 259.17057982087135 152.93751844763756 14.602343186736105 22.14707550406456 101.02141787111759 622.01217143237591 78.792998895049095 23.605516284704208 44.486555501818657 789.30619747936726 28.22335883975029 78.43349801003933 21.271741881966591 13.933896049857138
leaf_count=87 98 108 354 40 67 283 78 31 165 161 119 1366 193 51 343 1045 1160 680 64 97 457 2737 354 101 200 3650 131 363 98 60
internal_value=5.49816e-05 -0.000959989 -0.00122814 0.000320223 -0.0021924 -0.00421664 0 0.00111664 -0.000971976 -0.000685209 -7.48017e-05 0.000668164 0.0036096 0.00590528 -0.00317978 0.000483422 0.000281091 -0.000354423 0.00195632 0.00678466 0.000859117 0.00138094 0.00376179 0.000745384 -0.00275859 -0.000888655 0.00357904 -0.00272707 -0.000722155 -0.00110675
internal_weight=3259.52 667.13 642.162 2592.39 154.189 97.634 35.3864 56.5549 42.7023 565.307 457.553 354.338 75.7033 56.0115 107.754 2438.2 2180.15 1029.79 189.687 36.7494 1150.36 869.919 179.814 690.104 68.0921 840.103 36.8632 103.215 280.442 803.24
internal_count=14741 3145 3037 11596 722 459 176 263 196 2683 2179 1697 331 244 504 10874 9829 4722 841 161 5107 3849 811 3038 301 3881 171 482 1258 3710
is_linear=0
shrinkage=0.0106442


Tree=275
num_leaves=31
num_cat=0
split_feature=51 140 56 77 99 37 86 109 2 36 37 35 30 123 3 137 11 86 89 99 102 29 1 111 84 36 95 148 31 31
split_gain=6.9697 5.90394 9.13042 8.5561 9.54362 10.0212 7.7472 7.49573 7.24012 11.3248 13.0911 9.42947 8.00799 7.09041 5.94991 6.59052 5.91703 6.66301 5.64928 5.63276 8.24866 11.0186 10.6738 10.2338 8.52522 9.15233 7.60598 9.17217 16.4498 7.23726
threshold=1.5550000000000004 1.0000000180025095e-35 1.4550000000000003 1.6547619047619049 0.62828947368421062 0.40292019551974295 3.3279569892473124 4.5000000000000009 9.5323012866067565 3.6050000000000004 0.32294242905620346 4.1050000000000013 0.099054500044599064 2.1025000000000005 1536.544740724871 25.650000000000002 2.0333333333333337 2.2052631578947373 0.070000000000000021 0.53589743589743599 0.54050000000000009 3.5277777777777781 1498.0951641046072 1.9500000000000002 0.011079545454545451 2.9250000000000003 7.4999999999999991 0.24933358173482909 0.15480030721966204 0.19831148475349103
decision_type=2 2 2 2 2 2 2 2 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 13 -6 19 8 9 10 -4 12 -10 -5 15 -8 17 -7 -13 20 21 22 -1 29 25 -23 -21 28 -28 -22
right_child=-2 2 3 4 5 16 14 -9 11 -11 -12 18 -14 -15 -16 -17 -18 -19 -20 26 23 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0031630339082617748 -0.0095532558336588868 -0.0019644428482392677 0.00093113718192019317 -0.004287415619120106 0.0068013488306710281 -0.0076318146392027556 0.0042636394887943336 -0.0074311390294878625 0.01099733893411938 -0.0030369656652751661 0.0094728187409252648 0.0029091927616375912 -0.0010907131606010644 0.0063571472859751798 -0.00053306537824752889 -0.0046483714267931357 0.0068896662727400467 0.0031388423001647166 0.013969161850578747 -0.0007709079112127032 -0.010851546573474313 0.0043004591899455536 -0.0067452070085211469 0.0004177123429728264 0 0.013663805489351056 -0.0061081317687494774 0.0021136232468602877 0.0022977649263561271 0
leaf_weight=28.653285205364227 8.5139449089765531 81.354865908622742 33.400672763586044 61.392288893461227 33.510001674294472 18.051413461565975 107.31072191894054 6.7670180052518836 6.6879534870386115 13.965909317135809 66.633695483207703 20.139272555708889 83.17250719666481 7.2939712703227988 59.381915554404259 9.1991009861230832 7.1487759202718726 8.5182838737964612 9.2988357990980131 1778.972107976675 16.323066622018818 45.402950003743172 21.008264034986496 333.62189942598343 21.871940761804581 19.303882032632828 49.798095002770424 239.52127589285374 53.860303267836571 9.1953328698873502
leaf_count=132 54 368 152 266 148 80 441 30 31 61 295 82 372 30 244 38 30 36 38 8209 76 203 98 1484 99 88 216 1070 229 41
internal_value=5.44224e-05 8.28132e-05 0.00120565 0.00191951 -0.000141482 0.00262732 -9.72606e-05 0.00313006 0.00348137 0.00543767 0.00672571 0.001524 -7.42835e-05 -0.00300428 0.00205885 0.00346993 -0.00120972 -0.00378382 0.00675921 -0.000246154 0.000767651 0.00299932 -0.000817158 -4.97183e-05 0.00530963 0.00725597 -0.000487754 0.000949481 -0.00163925 -0.00657198
internal_weight=3259.27 3250.76 457.335 375.981 135.915 67.2285 2793.42 240.066 233.299 114 100.034 119.299 89.8605 68.6863 175.892 116.51 33.7185 26.5697 29.4381 2617.53 495.381 136.24 49.6615 359.14 86.5788 64.7068 2122.15 343.18 103.658 25.5184
internal_count=14741 14687 2019 1651 590 294 12668 1061 1031 508 447 523 403 296 723 479 146 116 120 11945 2221 620 230 1601 390 291 9724 1515 445 117
is_linear=0
shrinkage=0.0106442


Tree=276
num_leaves=31
num_cat=0
split_feature=133 131 98 40 9 112 86 42 150 14 123 98 99 20 148 100 91 55 5 111 99 13 52 52 16 40 130 148 114 7
split_gain=6.38124 7.69835 10.2321 10.9274 8.62416 7.54803 5.98835 9.79625 8.26511 9.52486 9.26575 12.9421 7.25894 8.93654 9.32167 6.94077 6.4885 6.27024 9.06368 6.17229 5.92183 7.17934 7.8368 12.9255 5.78278 5.70957 12.2994 6.046 5.98492 9.495
threshold=0.61250000000000016 0.95000000000000007 0.68990384615384626 2.7550000000000003 1.3095238095238098 0.22750000000000004 2.6099033816425128 7.9450000000000012 0.51736867541544307 0.36666666666666675 1.0575000000000003 0.55277777777777792 0.48684210526315791 1.5000000000000002 0.2584919656573666 0.63500000000000012 -0.2887499999999999 1.7250000000000003 1479.4381455191956 10.450000000000001 0.78019323671497598 0.22500000000000003 2.1450000000000005 2.6850000000000005 1.0000000180025095e-35 5.705000000000001 1.1835000000000002 0.24638784998920046 2.1835000000000004 -21.364333382994911
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 16 8 10 -10 11 -8 19 14 -14 -13 20 18 -12 -11 21 -2 -23 -24 -20 28 -27 -28 -18 -30
right_child=6 2 -4 4 -6 -7 7 -9 9 12 17 15 13 -15 -16 -17 25 -19 24 -21 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.0054782223871039943 -0.006082325566846963 6.8728435442683413e-05 -0.0038820633609148456 0.0051570345150667857 -0.0097959458143873687 0.013026158613672257 -0.0097742282681268014 0.0076936521349870732 0.0085564610158378063 0.0042443604773404735 0.014429818085813497 0.011572053219971561 -0.00044060246753693875 0.0039019508238223271 -0.0043735643210531553 0 -0.00036366196310804138 0 0.0057403423125576445 -0.0051070420051259752 0.00036311906753140833 -0.0074553055392419555 0.012318630691009394 -0.0049578800091552629 0.00012694965362682604 0.01140069477709223 -0.0049191483508965756 0.0044118551312208442 -0.0054965116153573778 0.0022736187535761969
leaf_weight=53.401032716035843 62.875960990786552 10.428547069430353 44.031031742691994 7.1467565000057247 9.5191398262977582 14.530985355377195 14.601621732115744 23.144446030259132 14.044910296797751 58.695500284433365 11.379090160131453 6.7137920558452597 341.57554087042809 40.730113416910172 88.020394310355186 48.181086614727974 1949.7344941645861 39.711128905415535 68.433424949645996 8.3046814650297147 47.895682498812675 9.5013179928064364 10.727929860353472 7.9870779961347571 35.495697677135468 15.3283194899559 15.644701197743418 15.743499815464018 18.997669816017151 191.21679636836052
leaf_count=256 296 47 210 34 44 63 67 95 60 244 49 30 1454 173 379 215 8984 185 296 35 229 48 51 35 153 65 66 66 84 827
internal_value=-6.42695e-05 -0.00229671 -0.000190757 0.00346181 -0.00275415 0.00803269 3.11121e-05 0.000829891 0.000611625 -7.10143e-05 0.0023348 -0.000770984 -0.000316051 -0.000800583 -0.00127086 0.00143267 -0.000236514 0.00379483 0.00505186 0.00292865 -0.00247015 -0.00407505 2.60225e-05 0.00438482 0.00392412 -9.10721e-05 0.00358017 0 -0.000175333 0.0015215
internal_weight=3283.74 139.057 85.6565 41.6254 16.6659 24.9595 3144.68 799.031 775.887 551.371 224.516 69.4965 537.326 470.326 429.596 54.8949 2345.65 155.019 115.308 67.0002 138.988 91.0923 28.2163 18.715 103.929 2206.67 46.7165 31.3882 2159.95 210.214
internal_count=14840 654 398 188 78 110 14186 3435 3340 2345 995 312 2285 2006 1833 245 10751 683 498 279 659 430 134 86 449 10092 197 132 9895 911
is_linear=0
shrinkage=0.0106442


Tree=277
num_leaves=31
num_cat=0
split_feature=133 131 98 40 9 110 51 108 53 27 148 35 3 49 131 98 27 2 108 89 35 145 143 30 2 30 79 30 145 8
split_gain=6.24899 7.55953 10.028 10.6802 8.46732 6.16455 6.31499 5.69464 9.14704 8.78465 10.2304 7.95154 11.808 8.60734 7.3392 8.49083 7.00997 6.86866 6.37896 6.34807 6.34758 6.33783 7.38342 6.16345 6.1588 6.42842 6.93781 5.90872 10.1994 10.165
threshold=0.61250000000000016 0.95000000000000007 0.68990384615384626 2.7550000000000003 1.3095238095238098 6.0500000000000007 1.2350000000000001 1.5000000000000002 3.2750000000000004 0.42683333333333334 0.24343465278309467 4.1450000000000005 1657.7751963286732 1.655 0.84500000000000008 0.54772727272727284 0.63645833333333346 154.39115392335887 2.5000000000000004 0.79000000000000015 3.4250000000000003 0.27675000000000005 -1.1549999999999998 0.16012820512820511 231.5159535434756 0.076138716356107652 3.0541589672518223 0.059765276183186604 0.77365000000000006 0.42261904761904762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 11 9 10 -9 27 16 -14 15 23 19 18 -17 21 -19 22 -13 -11 25 -16 -27 28 29 -2
right_child=7 2 -4 4 -6 -7 -8 8 -10 14 -12 12 13 -15 24 17 -18 20 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0054304656901522476 0.00052537545124791362 0.010035929636656477 -0.0038460783229161792 0.005092478931295801 -0.0097218028292699321 0.01562413388109017 -0.0024596600857432769 0.0026384989599229562 -0.0059360666600788009 -0.0096769898096980625 -0.0048707668164289586 -0.00073658074666155596 0.0038005192132796557 -0.009202991956851269 0.0090900201846496921 -0.0015020016861039276 -0.006329311086424207 -0.011423060921225177 0.002897527760650226 0.0099760174566466443 -0.001413547540696869 -0.00028739059837663752 0.0053241645264206763 -0.0022328308834319421 0.0046293089968419982 -0.00055662617668272515 0.0016842667475919844 3.5294091809596937e-05 -0.0071069518389815043 0.013295781015389705
leaf_weight=53.297795429825783 16.681842237710956 8.3641651719808632 43.970263838768005 7.1602447032928493 9.4897977709770185 8.5958218872547132 8.0407919585704786 24.648411870002747 34.844326011836529 22.461087435483932 90.222779870033264 25.281311422586441 7.5576527863740948 16.301542848348618 9.1490162014961225 75.651402696967125 7.7449502646923056 10.95568525791168 71.252084895968437 17.259811639785767 30.432963401079178 46.70674067735672 106.20980313420296 40.751578703522682 37.978592976927757 531.71722729504108 221.05104075372219 1678.0072618424892 6.5002238899469367 15.12325097620487
leaf_count=256 82 35 210 34 44 37 38 108 199 103 412 104 31 68 41 350 32 51 318 71 129 195 437 177 157 2388 929 7702 32 70
internal_value=-6.34453e-05 -0.00227379 -0.000186266 0.00342544 -0.00272084 0.00793843 0.0032717 3.08677e-05 -0.00054167 -0.000371507 -0.00316813 0.000390128 0.00226508 -0.00464423 -5.59811e-05 -0.00165072 0.00312798 -0.000455845 0.000560462 0.0035564 -0.0043166 0.00287573 0.00407909 -0.00504392 0.000432323 0.000209348 8.74754e-05 0.000135965 0.00427207 0.00692757
internal_weight=3283.41 138.919 85.6211 41.6508 16.65 25.0008 16.405 3144.49 1201.12 1166.27 114.871 1943.37 227.062 23.8592 1051.4 251.505 203.203 188.292 146.903 195.458 41.3886 178.198 131.491 63.2127 799.896 761.917 752.768 1716.31 38.3053 31.8051
internal_count=14840 654 398 188 78 110 73 14186 5362 5163 520 8824 938 99 4643 1128 839 848 668 807 180 736 541 280 3515 3358 3317 7886 184 152
is_linear=0
shrinkage=0.0106442


Tree=278
num_leaves=31
num_cat=0
split_feature=133 131 98 34 112 86 42 79 123 98 14 100 92 99 4 105 53 27 99 103 121 29 79 1 91 27 4 10 34 112
split_gain=6.12314 7.41867 9.82194 7.66165 7.91864 5.83494 9.55664 8.3443 9.58918 12.3459 9.38247 6.97874 6.97274 6.83236 6.90855 7.6187 6.0509 8.36098 7.23625 6.58502 5.73255 11.9808 10.6074 6.6731 8.20836 8.61843 6.83512 6.57695 5.72155 5.63073
threshold=0.61250000000000016 0.95000000000000007 0.68990384615384626 2.2550000000000003 0.22750000000000004 2.6099033816425128 7.9450000000000012 2.7620286953620292 1.0575000000000003 0.55277777777777792 0.36666666666666675 0.63500000000000012 0.16291666666666668 0.55277777777777792 1659.6183912646159 0.66550000000000009 2.9550000000000005 0.42950000000000005 0.65108695652173931 0.57150000000000001 0.95000000000000007 5.5857142857142863 2.7221590667924036 1440.1778386419501 -0.27791666666666665 0.49950000000000006 1522.7412122340995 1.6547619047619049 2.3550000000000004 0.38200000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 12 7 8 9 -7 -9 -11 -2 29 15 -15 17 19 -19 -10 21 -14 23 24 25 -22 -25 -28 -18 -12
right_child=5 2 -4 -5 -6 6 -8 10 16 11 13 -13 20 14 -16 -17 28 18 -20 -21 22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.0053830974183697658 -4.3475401908447528e-05 0 -0.0038104006095369628 -0.0017148747306804247 0.012295257575649202 -0.0096890770338862748 0.0076004310682617109 0.0084424384300142256 0.0042080296539576574 0.01139991867312146 1.9802114057865211e-05 0 -0.0011223375282837058 -0.00014608836609980678 0.0078219149331480043 -0.0032729822816628929 0.0021856897893327205 0.0088230383965356585 0.0032396607446011443 -0.0092919261206979333 0.0069009984506300769 0.012555060415412257 -0.006222651207554393 -0.0058270625091885117 0.012401578028313648 -0.009052521953190425 0.0053840545811796184 -0.0049900091840557621 -0.0091868382054956545 0.0051623346411653719
leaf_weight=53.195032179355621 2128.3947464376688 10.508796021342279 43.909880876541138 16.641205370426178 14.51617895066738 14.546443089842795 23.132659181952477 14.070351749658583 6.9003799259662619 6.7361996322870246 71.741602927446365 50.481938540935516 52.959494948387146 267.84829419851303 9.5045761764049512 137.60336863994598 13.962977260351183 48.273650944232941 78.8050896525383 8.3053048104047758 8.1249397248029727 8.3108672797679883 70.396577775478363 32.802248150110245 8.6810750812292081 7.1938617825508109 17.529838740825657 10.795913472771643 7.2584331482648841 39.886740908026695
leaf_count=256 9712 48 210 77 63 67 95 60 30 30 301 225 265 1145 40 587 67 206 344 36 40 37 321 162 41 36 86 51 36 166
internal_value=-6.28561e-05 -0.00225205 -0.000183146 0.00338761 0.00719996 3.04267e-05 0.000818914 0.000603214 0.00227868 -0.000847468 -0.000106471 0.00121694 -0.000233754 -0.000354824 -0.00100049 -0.00123318 0.00371495 0.00452319 0.0054432 -0.00247558 -0.00205343 0.000561651 -0.00315113 -0.000487875 0.00410863 0 -0.00246419 0.00105972 -0.00120967 0.00195131
internal_weight=3283.02 138.771 85.5761 41.6662 25.025 3144.25 799.058 775.925 235.27 71.7646 540.655 57.2181 2345.19 526.585 414.956 405.452 163.506 142.284 127.079 15.2057 216.795 61.2704 155.524 85.1279 23.9999 15.3188 61.128 28.3258 21.2214 111.628
internal_count=14840 654 398 188 111 14186 3435 3340 1041 322 2299 255 10751 2239 1772 1732 719 616 550 66 1039 302 737 416 117 76 299 137 103 467
is_linear=0
shrinkage=0.0106442


Tree=279
num_leaves=31
num_cat=0
split_feature=45 26 141 92 5 131 93 30 15 10 38 44 104 127 95 147 120 40 30 131 25 29 26 7 40 135 44 80 124 8
split_gain=9.43391 5.99834 8.05952 8.97144 5.78485 6.54739 6.15252 7.4412 5.42724 9.74423 7.32212 5.0666 9.84274 8.58889 4.98141 12.307 6.99446 4.95352 7.01804 7.8066 9.89068 7.8398 5.01428 4.94324 5.71915 4.63412 6.90398 9.14882 7.51131 6.09364
threshold=1.3950000000000002 0.39387500000000003 -0.33899999999999991 -0.36291666666666661 1499.2064892621654 1.0500000000000003 12.900000000000002 0.1022312541473125 0.22500000000000003 0.17142857142857143 0.28202609608175649 7.8850000000000007 0.48250000000000004 1.6460000000000001 -17.249999999999993 0.44470944031850551 1.0500000000000003 3.6850000000000005 0.10470653377630117 1.3540000000000003 0.2678571428571429 6.7638888888888902 0.5395000000000002 18.060127099785181 2.0250000000000004 0.11250000000000002 11.825000000000001 0.048518270944741503 2.7085000000000004 2.3095238095238098
decision_type=2 2 2 2 2 2 2 2 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 11 -4 6 -6 -2 -8 9 10 -3 13 -13 -1 15 16 -10 25 22 21 -21 -20 -19 -11 -25 26 28 -28 -16 -27
right_child=4 8 3 -5 5 -7 7 -9 14 23 -12 12 -14 -15 17 -17 -18 18 19 20 -22 -23 -24 24 -26 29 27 -29 -30 -31
leaf_value=0.0023907376884996752 -0.0052345170541595355 -0.0069025795554697195 0.0046418977713870054 -0.0065242233687229957 -0.010583129409260527 0.00051207990542441223 -0.0024515401998633801 0.012414913885128206 0.0020120385302353438 0.008943805963812404 0.0046419777836284653 -0.0015672613320069234 0.012925613747238713 -0.0092699456581355442 0.00011604964300169464 -0.0017860501582780592 0.018471635782324872 -0.0055760820812592775 -0.00094269687445185232 -0.0047704398437352349 0.0036415769525397442 -0.008817668256419442 0.0030014074962789123 0.0054440318105201668 -0.0049392976205865149 0.0012340084516062665 -0.012444302808373293 -0.00097972431257692828 -0.0060017959501873453 -0.0012457590419223763
leaf_weight=17.754436016082767 16.66561654210091 15.733264014124872 8.4666881710290891 54.180091992020607 21.536751620471481 5.9532612264156333 6.6271808445453626 6.8451863527297974 7.2069768905639666 26.935963198542595 9.302981495857237 9.4298726618289965 9.6206248849630338 11.175698027014731 1730.6731663048267 15.037770211696623 7.9306525141000748 54.866765722632408 124.90460522472858 18.863335683941841 79.612977653741837 17.013660490512848 7.2998437881469718 18.040855333209041 8.1606853157281858 761.23114010691643 11.588196665048597 32.506941020488739 23.021560177206993 127.62349167466164
leaf_count=87 101 72 38 257 130 34 39 38 32 125 43 43 42 53 7805 66 34 257 574 85 347 73 34 77 39 3411 50 139 99 546
internal_value=4.02821e-05 0.000120138 -0.00230745 -0.00484764 -0.00422327 -0.00779866 -0.000613871 0.00432316 0.000210225 0.00298567 -0.00219376 0.000790507 0.00520096 -0.0017511 0.000134892 0.00444517 0.0113284 8.78709e-05 -0.00119765 -0.00032584 0.00192369 -0.00196071 -0.0044001 0.00562347 0.00180961 0.000236547 -6.89036e-05 -0.00423057 2.97548e-05 0.000866154
internal_weight=3265.81 3208.18 110.627 62.6468 57.628 27.49 30.138 13.4724 3097.55 78.1737 25.0362 47.9806 19.0505 28.9301 3019.38 30.1754 15.1376 2989.21 302.561 240.395 98.4763 141.918 62.1666 53.1375 26.2015 2686.64 1797.79 44.0951 1753.69 888.855
internal_count=14770 14428 520 295 342 164 178 77 13908 356 115 225 85 140 13552 132 66 13420 1370 1079 432 647 291 241 116 12050 8093 189 7904 3957
is_linear=0
shrinkage=0.0106442


Tree=280
num_leaves=31
num_cat=0
split_feature=45 9 56 5 131 93 140 92 92 6 132 85 1 38 34 94 132 1 111 126 94 9 28 105 103 52 91 105 34 145
split_gain=9.25689 5.9891 8.01631 5.69318 6.48354 6.01993 5.12768 8.20755 7.63159 5.61234 6.39441 14.2886 9.92776 9.50169 8.32608 6.68504 8.72022 7.4446 7.07557 7.05851 6.49546 6.13785 6.9617 5.5352 13.29 10.8974 8.98516 12.3363 8.60606 5.64559
threshold=1.3950000000000002 0.099999999999999964 1.6250000000000002 1499.2064892621654 1.0500000000000003 12.900000000000002 1.0000000180025095e-35 -0.59958333333333302 -0.45958333333333329 1508.7449787634507 1.9500000000000002 -0.097978883861236835 1502.7900268930737 0.23048659306348818 2.0850000000000004 17.550000000000004 1.7320000000000002 1502.7900268930737 2.0500000000000003 1.8945000000000001 22.050000000000004 2.6904761904761911 1.2111111111111115 0.67850000000000021 0.91150000000000009 2.2850000000000006 0.11458333333333326 0.41450000000000004 1.9850000000000001 0.86015000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 9 -8 -9 10 15 14 13 -13 -12 16 17 -3 -17 -20 -14 22 -11 26 25 -25 28 -28 -10 -26
right_child=3 6 -4 4 -6 -7 7 8 23 21 11 12 20 -15 -16 18 -18 -19 19 -21 -22 -23 -24 24 29 -27 27 -29 -30 -31
leaf_value=-0.012065191644279263 -0.0051945317796636163 -0.00058897126811793029 0.001485176533199529 -0.010534799581048996 0.00050648773110096613 0.0042575819400250004 -0.0076775698563783809 0.010123458809630153 0 -0.0076050158328704433 -0.0081496572633916742 0 0.0025583515114677609 0.01025751876411676 0.0024629509591174363 -0.0045022687803960171 -0.0052454501637438054 0.0015388429937221346 0.0018589139951517679 -0.0026995455195059589 -0.0086136878838421142 0.0033966064983847028 -0.00070855627518442716 -0.0017141525481877485 -0.0032219911953207548 0.010047092810213912 0.0012410652861017009 0.017638402692985375 0.0039517700987630067 0.0043666210179451629
leaf_weight=10.570948809385301 16.615412428975109 843.36223347485065 7.0237993001937857 21.405959971249107 5.9549140185117713 13.507311478257177 11.128965348005293 11.521923899650572 166.8631412088871 17.273627534508705 18.544091776013378 15.870277658104895 34.455195039510727 41.206991463899612 13.197478309273718 22.897090032696724 39.067462801933289 238.23423694074154 445.21845702826977 40.356456696987152 6.979399934411048 39.430085152387619 919.90382860600948 13.146116867661474 97.965700060129166 21.159692123532295 14.315830692648889 9.8458168357610685 97.273584544658661 11.43505936861038
leaf_count=56 101 3845 32 130 34 77 49 50 729 76 82 66 149 181 60 103 175 1097 1995 176 30 168 4135 61 424 93 64 43 439 50
internal_value=3.97045e-05 0.000118743 -0.00605956 -0.00418902 -0.00774825 -0.000607791 0.000156101 0.00120317 0.00144967 -1.40614e-05 0.000341185 0.00261574 0.00466272 0.00755647 -0.0034066 0.000152888 -0.000298963 -0.000110594 0.0011694 0.00145845 0.000423261 -0.000664793 -0.000846865 0.00119404 -0.000453428 0.00523429 0.00205164 0.00835721 0.00143512 -0.00233289
internal_weight=3265.73 3208.25 17.5947 57.4836 27.3609 30.1227 3190.65 454.656 443.527 2736 1759.39 130.253 98.5119 57.0773 31.7416 1629.14 1120.66 1081.6 508.472 485.575 41.4346 976.608 937.177 432.005 143.707 34.3058 288.298 24.1616 264.137 109.401
internal_count=14770 14428 88 342 164 178 14340 2002 1953 12338 7959 568 426 247 142 7391 5117 4942 2274 2171 179 4379 4211 1903 628 154 1275 107 1168 474
is_linear=0
shrinkage=0.0106442


Tree=281
num_leaves=31
num_cat=0
split_feature=45 26 141 90 26 31 26 141 99 27 126 141 143 138 98 11 27 89 103 31 138 143 50 95 25 134 110 143 122 5
split_gain=9.0758 5.87445 7.89478 7.0472 7.55039 5.67845 10.0781 8.6675 7.79184 11.4525 8.71646 9.31352 7.97829 8.24138 7.85109 7.62777 7.58274 8.19501 7.21908 7.12576 7.0816 6.94448 9.88688 6.84242 5.99134 5.83579 13.8023 8.82151 5.72135 5.60941
threshold=1.3950000000000002 0.39387500000000003 -0.33899999999999991 -0.078749999999999931 0.36050000000000004 0.18454070201643016 0.58845238095238106 0.13100000000000003 0.46410256410256417 0.44414285714285723 2.2680000000000002 0.6645000000000002 -1.0689999999999997 2.5000000000000004 0.65301003344481623 2.378571428571429 0.52472222222222231 0.77000000000000013 1.5315000000000001 0.17726007720621242 7.5000000000000009 0.6715000000000001 1.6250000000000002 7.4999999999999991 0.91666666666666685 -0.63849999999999996 13.050000000000002 0.59750000000000003 1.5475000000000001 1499.2064892621654
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 19 16 9 -7 15 -12 18 14 -14 -11 17 24 -10 25 -20 23 -23 -15 -8 26 27 -3 -28 -2
right_child=29 5 3 -5 -6 8 7 -9 12 10 11 -13 13 21 -16 -17 -18 -19 20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00077604462176004594 -0.00059806002821878807 0.0082973588998748737 0.0078815268349917804 -0.0072296740060375612 -0.0053696099600938976 0.010877324720618867 0.0064059621183462749 0.0045714989884148537 -0.0057827253077200559 -0.0017999246011453571 0.011041186532047441 -0.0012593335822027475 -0.0075444749393763456 4.1673839434651617e-05 -0.00079899552682178101 0.008553435962583459 -0.0053149037855672902 -0.0073563922250621311 0.009439514211358321 0.0028413603370162467 -0.004353834550745477 -0.0025791051875400186 0.0072066519494129741 0.0037752601804303294 -0.0018295508100803315 -2.3984103978889903e-05 -0.011434440216021269 -0.00013178787949639367 0 -0.0076981311073919022
leaf_weight=47.992423206567764 30.103746995329857 43.39034740626812 8.6877477467060107 42.886930197477341 10.952356845140455 14.479735493659971 33.596128880977631 121.56635907292366 62.686622813344002 84.60037162899971 16.725248828530315 9.5819805264472944 34.749108403921127 405.05993004143238 54.118899002671242 8.7264991849660856 21.807130739092827 7.9884840697050086 7.8674725890159598 115.62657076120377 8.0646754354238492 168.73040500283241 12.090665504336355 65.627810373902321 11.783876568078993 1741.4995588362217 6.9232685267925289 17.264892965555191 23.235445827245712 27.232323594391346
leaf_count=225 178 190 39 204 52 63 149 529 276 367 70 40 151 1801 244 36 98 37 33 516 35 747 49 280 51 7936 32 78 100 164
internal_value=3.92805e-05 0.000117477 -0.0022861 -0.00480425 0 0.000206616 0.000512773 0.00281456 -0.000471288 0.00188249 0.000706107 0.00616208 -0.000869539 -0.000510969 -0.00355468 -0.000719409 0 0.00213431 -0.00411284 0.000274906 0.0017989 -7.96924e-05 -0.00186675 0.000584538 0.00403622 0.000107226 0.00273892 0.0057251 -0.00291898 -0.00415331
internal_weight=3265.65 3208.31 110.519 62.527 19.6401 3097.79 2144.68 196.742 953.109 134.114 119.634 26.3072 818.996 740.377 88.868 93.3269 75.1756 53.3685 78.6188 1947.94 15.9321 651.509 180.821 470.688 45.38 1832.31 90.814 60.6552 30.1587 57.3361
internal_count=14770 14428 520 295 91 13908 9716 864 4192 576 513 110 3616 3272 395 403 335 237 344 8852 68 2877 796 2081 200 8336 400 268 132 342
is_linear=0
shrinkage=0.0106442


Tree=282
num_leaves=31
num_cat=0
split_feature=53 148 51 22 143 29 26 108 103 111 10 23 121 142 98 146 146 0 100 111 108 26 92 91 134 78 103 111 95 98
split_gain=5.72828 6.19347 8.89628 9.37593 8.24028 6.85706 5.70609 6.17907 5.75936 11.3773 8.80444 5.55834 5.11213 10.6133 9.71403 6.79202 8.48817 5.65284 5.01939 10.9644 9.03103 8.14257 6.13518 7.7468 6.32971 5.2961 4.77548 5.21811 4.55458 5.74044
threshold=2.5550000000000002 0.27350937747107446 1.2550000000000001 0.61250000000000016 -1.0154999999999996 6.4142857142857155 0.57816666666666683 1.0000000180025095e-35 1.2385000000000004 4.6500000000000012 1.3785714285714288 1.6333333333333335 0.61250000000000016 1.0405000000000002 0.8377192982456142 0.0011500000000000002 0.012050000000000002 1530.9633855416857 0.71000000000000008 11.950000000000001 1.5000000000000002 0.49211111111111117 0.41916666666666669 -0.18291666666666662 -0.49449999999999994 1.2583333333333335 0.90050000000000019 19.850000000000005 7.4999999999999991 0.56832298136645976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 4 -3 6 11 18 8 -8 28 -10 -11 -2 13 15 -15 17 -17 -1 19 20 21 -6 23 -20 -25 -24 -21 -28 -4 -30
right_child=1 2 3 -5 5 -7 7 -9 9 10 -12 -13 -14 14 -16 16 -18 -19 22 26 -22 -23 25 24 -26 -27 27 -29 29 -31
leaf_value=0.010929546999463425 0.0022652067197264088 0.0098658352076061613 -0.0025865788512639456 0.0051189772947269193 0.010321229033791604 -0.0088370579392556738 0.012205105996652832 -0.00073371605416451514 -0.0082092828183039368 0 0.013787688861236715 -0.0070764007116349984 0.00018952052035301395 0.0033430668154685391 0.015176667494470209 -0.0086729873878349812 0.0024811878080841358 9.4102333765965225e-05 -0.0065312069426251666 0.00067650453929794265 -0.0056031725831803001 0.00033174597060336433 -0.0013879538302981041 -0.0058387625544697027 -0.00058560877606485837 0.0094079265895191996 -0.011020716226783876 0 -0.0035076123549350729 0.0079742596853840872
leaf_weight=7.5973100513219824 6.7932049483060828 11.309652999043463 151.03130759298801 37.032801419496536 27.142734751105309 12.372555598616598 7.7942145466804487 6.0580405592918396 6.2029091566801098 7.0674486905336407 11.379353523254393 42.23131237924099 2297.1021239161491 41.215444386005402 11.111576840281485 18.597262367606167 11.238663569092749 26.923420265316963 32.805500045418739 17.299899607896805 7.1166185289621344 17.441530704498291 6.8560519814491299 29.089166477322578 334.77077302336693 11.158074885606764 11.571418508887293 6.8117583990097037 7.4424803853035 11.03838527202606
leaf_count=35 34 53 793 185 134 62 39 31 31 36 56 218 9998 178 49 84 48 119 163 88 37 87 33 144 1662 54 59 34 37 54
internal_value=4.07171e-05 -0.000724241 0.000619507 0.000149943 -0.00135423 -0.000932273 -0.000684254 0.00578909 -0.00120013 0.00345746 0.00794931 -0.00556793 0.000304874 0.00248587 0.00605644 -0.000254246 -0.00411974 0.00278271 -0.000716574 0.00154968 0.00475924 0.00664865 -0.00121944 -0.00151547 -0.00103441 0.00471663 -0.00280657 -0.00665516 -0.00193931 0.00278262
internal_weight=3233.6 819.817 256.357 245.047 563.461 514.436 208.014 13.8523 194.162 24.6497 18.4468 49.0245 2413.79 116.684 52.327 64.3567 29.8359 34.5207 502.064 87.384 51.7009 44.5843 414.68 396.665 363.86 18.0141 35.6831 18.3832 169.512 18.4809
internal_count=14635 4124 1315 1262 2809 2557 1077 70 1007 123 92 252 10511 513 227 286 132 154 2495 439 258 221 2056 1969 1806 87 181 93 884 91
is_linear=0
shrinkage=0.0106442


Tree=283
num_leaves=31
num_cat=0
split_feature=29 28 42 111 40 34 28 37 42 119 37 133 2 30 132 148 106 119 131 28 20 111 137 137 30 93 122 142 135 123
split_gain=5.52168 7.74175 8.68836 9.59334 6.9122 7.09647 6.09449 5.93701 10.3815 11.5853 11.4129 11.4948 9.8939 8.68032 8.2408 7.88189 7.69986 10.0652 7.57969 7.56487 7.48548 9.99562 9.7722 7.49275 7.39498 7.23603 6.98826 6.90857 6.51066 6.11523
threshold=2.3875000000000006 2.8944444444444448 4.6350000000000007 3.4500000000000006 1.655 1.5350000000000004 0.64583333333333337 0.32662062825357324 2.2650000000000001 1.1000000000000003 0.31312278975662694 1.3875000000000002 -234.82057761286487 0.11242977528089886 1.1055000000000004 0.28102765672619562 0.68150000000000011 0.63350000000000006 1.3540000000000003 3.9500000000000006 1.5000000000000002 22.650000000000002 8.9500000000000011 14.050000000000002 0.14956950474648614 8.5500000000000025 1.0250000000000001 0.26450000000000007 0.57300000000000006 1.3100000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -3 -6 -1 8 15 10 16 -12 13 -9 26 18 17 25 20 -17 23 22 -22 24 -2 -10 -11 -19 29 -20
right_child=7 4 3 -5 5 -7 -8 12 9 14 11 -13 -14 -15 -16 19 -18 27 28 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0060686639358385292 -0.0073111215992247153 0 0 0.016149801626818977 -0.0095053128841405942 -0.0025380347992807694 -0.002047141976738903 0 0.00072999482533511512 -0.0049625368802195501 0 0.016838945679559767 0.00033591847775813421 0.011492520363741278 -0.0048206952668739785 0.011897929532969476 -0.0038368161360874862 -0.0094634742454012717 0.0094545735016771226 -0.00031558240692678021 0.011307648900715013 -0.006832623721673977 -0.00074486746157332901 0.0029372520112319772 -0.0011183410069241209 0.018255783071613397 0.0013806049353032367 0.0022507486859072619 0.0087499473219624594 0.0003377608944638495
leaf_weight=12.237462550401686 44.205410152673721 50.483551204204559 6.9416992664337149 8.0197399258613569 29.065906509757042 52.88030643761158 63.842331185936928 10.677188590168955 6.7768754512071592 28.759591668844223 10.863454371690752 9.2717428803443891 2325.0947373956442 17.030000850558281 151.764025375247 13.24003440141678 45.007624939084053 7.9855510145425823 9.2941164374351484 7.3358826190233222 16.294834896922115 8.6162753701210004 11.480982631444929 19.389433652162552 52.674469277262688 6.5670665055513382 59.111203163862228 17.96184341609478 14.888085648417471 115.69034519791603
leaf_count=51 199 216 31 34 133 256 283 47 34 146 52 43 10498 72 711 60 224 41 41 33 70 38 49 86 230 31 283 86 62 495
internal_value=4.03226e-05 -0.00156961 0.000726905 0.0081949 -0.00322762 -0.00513733 -0.000603797 0.000163335 -0.000725345 -0.00200916 0.00087075 0.00811708 0.000416019 0.00675909 -0.00330803 0.000651901 -0.000735601 0.00254975 0.00016717 0.00703354 -0.00143328 0.00263375 0.00594805 -0.0027965 -0.00405235 0.0101414 -0.00057606 -0.000950038 0.00198897 0.00109966
internal_weight=3233.45 223.471 91.0412 14.9614 132.43 81.9462 76.0798 3009.98 657.179 344.069 104.434 20.1352 2352.8 27.7072 239.635 313.11 84.299 39.2913 292.534 20.5759 152.661 36.3921 27.7758 116.269 96.8799 13.3439 87.8708 25.9474 139.873 124.984
internal_count=14635 1004 399 65 605 389 334 13631 3014 1651 511 95 10617 119 1140 1363 416 192 1270 93 672 157 119 515 429 65 429 127 598 536
is_linear=0
shrinkage=0.0106442


Tree=284
num_leaves=31
num_cat=0
split_feature=48 29 45 0 26 39 127 93 34 131 79 122 38 41 98 105 79 47 19 148 40 99 121 86 86 3 86 133 29 6
split_gain=5.98166 6.86021 7.06081 6.33506 6.27873 6.23807 5.31128 7.45053 5.23326 8.72868 7.68552 8.92379 8.02144 10.9898 8.30262 7.7745 7.61837 8.71825 6.67076 7.52279 6.68392 6.51621 5.82092 5.54168 13.7168 9.96871 7.43612 6.95042 7.86522 6.5414
threshold=3.0850000000000004 2.2678571428571432 1.0550000000000004 1418.2178653439503 0.61050000000000015 0.17849036280958178 2.4365000000000001 22.050000000000004 2.5350000000000006 0.70700000000000007 2.8098448471773501 1.3140000000000003 0.28237915595543278 1.8950000000000002 0.4494949494949495 0.5675 3.0323772638826525 1.3650000000000004 2.5000000000000004 0.30672192291753003 3.5650000000000004 0.44097222222222227 0.64600000000000013 2.4724747474747479 1.0000000180025095e-35 1399.0257440653711 1.9186507936507939 0.95000000000000007 3.1055555555555561 1480.7833432800987
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 7 -5 23 22 12 -12 13 15 -15 -11 21 -18 20 -20 -14 -13 -10 24 -3 29 -26 28 -27 -25
right_child=4 8 5 6 -6 -7 -8 -9 9 10 11 16 18 14 -16 -17 17 -19 19 -21 -22 -23 -24 25 26 27 -28 -29 -30 -31
leaf_value=0.0060040987786069561 0.0061857761423990592 0.00042782771060806667 -0.010712592674301786 -0.0038297426880493789 -0.0027898783307456999 -0.002687867462806452 0.0048240986853874115 0.0035710311699501669 0.0013569381250955333 0.0031830635418404955 -0.0035349345214937995 0.0075238809040254536 0 0.0071435054874575644 0 0.014564864641916397 -0.0012298083028865661 0.0060796013754549722 0 0.010796459064352597 -0.0064832072658365268 -0.0030041354453650862 -0.0054403781608451229 -0.0011255476658472063 -0.0064846262613508319 0.013297902016743397 -0.0013978659134738806 0.00042439544663040539 0.0024000686448424039 0.0090223058950930184
leaf_weight=15.302981957793234 34.38293844461441 1409.5237757563591 15.893232882022856 74.19193097949028 10.05281926691532 57.304927378892899 13.015840888023375 18.055530726909637 15.354384884238241 21.002182021737099 132.81933054327965 6.8571833968162528 39.141715854406357 21.370026901364326 125.53922615945339 13.043995156884192 30.428317680954933 40.432555854320526 38.975255474448204 8.7033168375492078 35.88325023651123 73.763816922903061 65.049740314483643 7.2875161319971076 41.308380134403706 9.445465996861456 205.73966168612242 562.90477858483791 61.921034306287766 28.60873007774353
leaf_count=65 140 6372 73 323 41 281 54 74 76 100 590 30 195 92 557 61 125 175 194 44 187 324 316 32 221 42 1017 2436 274 124
internal_value=3.99036e-05 -1.08608e-05 -0.00195486 -0.00027795 0.00391906 -0.00457359 -0.0012909 -0.00226745 0.0001114 -0.000713592 -0.000244709 -0.00151642 0.000911374 0.00235516 0.00100987 0.00785192 0.000184157 0.0027928 -0.00113232 0.00184421 -0.00316377 -0.00197853 -0.00401183 0.000352892 1.60467e-05 0.00116988 -0.00229088 0.000842067 0.00398944 0.00666983
internal_weight=3233.3 3188.87 193.764 120.566 44.4358 73.1982 105.263 92.2475 2995.1 668.364 587.96 284.301 303.659 180.955 146.909 34.0462 151.482 70.8609 122.704 47.6786 75.025 80.621 80.4041 2326.74 1656.57 670.168 247.048 634.271 71.3665 35.8962
internal_count=14635 14454 870 516 181 354 451 397 13584 3066 2674 1244 1430 810 649 161 654 300 620 238 382 354 392 10518 7610 2908 1238 2752 316 156
is_linear=0
shrinkage=0.0106442


Tree=285
num_leaves=31
num_cat=0
split_feature=127 136 137 3 98 111 136 42 46 26 37 130 39 120 90 118 134 132 130 53 29 104 26 97 136 126 143 136 26 138
split_gain=6.62762 8.86139 9.48036 9.22382 10.5266 8.83735 6.60452 7.08726 7.46035 6.93575 7.51361 6.09531 6.06025 5.96394 5.751 5.60927 7.34732 9.26235 8.62591 10.1955 9.30122 10.9516 7.96852 7.92221 6.70824 6.60213 6.38357 7.54696 6.27336 6.19133
threshold=0.95000000000000007 29.250000000000004 29.850000000000005 1365.7629134142051 0.58114035087719318 8.4500000000000011 16.150000000000002 3.2350000000000008 4.5450000000000008 0.58732142857142866 0.4650862662054554 0.95000000000000007 0.51067968855317669 1.1835000000000002 -0.25041666666666657 1.4500000000000002 -0.030999999999999996 0.7320000000000001 0.81650000000000011 3.0550000000000002 3.0500000000000003 0.33350000000000007 0.47707142857142859 2.5000000000000004 3.8500000000000001 1.5855000000000004 0.13200000000000003 8.3500000000000032 0.46894444444444444 4.5000000000000009
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 2 2 2
left_child=1 3 5 4 -1 -3 7 -5 9 10 -9 15 14 -11 -8 16 17 22 19 20 -18 -22 -2 29 -19 -17 -26 -28 -25 -20
right_child=11 2 -4 6 -6 -7 12 8 -10 13 -12 -13 -14 -15 -16 25 18 24 23 -21 21 -23 -24 28 26 -27 27 -29 -30 -31
leaf_value=0.013431456246404511 -0.0029241218340870095 0.015390074964648516 -0.0031821254911262083 -0.0021761490071115128 -1.7861742795112867e-05 0.00068996141525570949 0.002060561062741096 0.0022075186105243653 -0.0074685972100931161 -0.0030444396621519655 -0.0020113997305636015 0.00039212670365042099 0.003003638286378515 0.0074680705164791375 -0.0075141244924133866 -0.0011358768027853532 -0.0023878903912605111 0.004897961394478326 0.0087754065928389441 -0.0049864587292857516 0.0014238881819108459 0.010095089238225243 0.011500230024385983 -0.014358686877076669 -0.0016243350844720868 -0.012053509479397383 -0.011483751285579677 -0.0020750212007110145 -0.0017436322757389438 -0.0040016014845543728
leaf_weight=10.054451674222948 6.8071534633636466 10.920091241598131 10.562440186738966 319.94648692011833 14.812884151935576 10.841259032487867 6.4244222939014426 88.502952747046947 13.308643355965613 6.2777814865112296 103.82503016293049 2296.0083503425121 7.8848398327827445 27.194745868444443 48.119310796260834 19.213933616876606 18.822261407971382 7.6398031413555136 8.1164174079895037 16.507039114832878 38.167361572384834 34.301050335168839 8.841267913579939 9.4942279011011141 43.229820877313614 11.588578179478644 26.770058691501617 20.018877357244492 12.72879622876644 7.9857718348503104
leaf_count=44 34 49 49 1472 70 50 30 452 55 32 486 10228 34 123 225 90 87 36 38 93 174 154 42 46 208 52 124 92 59 38
internal_value=-3.73979e-05 -0.000976283 0.00439089 -0.00126093 0.00499808 0.00854881 -0.00152825 -0.00113696 0.00020968 0.000708704 -1.54385e-05 0.000204925 -0.00486425 0.00518298 -0.006194 -0.00123986 -0.000683635 -0.00274018 0.00083925 0.00243854 0.00389605 0.00567296 0.00455504 -0.0033853 -0.00401658 -0.00558397 -0.0048897 -0.00768243 -0.00760524 0.00178712
internal_weight=3264.92 678.675 32.3238 646.352 24.8673 21.7614 621.484 559.056 239.109 225.801 192.328 2586.24 62.4286 33.4725 54.5437 290.232 259.43 113.307 146.123 107.798 91.2907 72.4684 15.6484 38.3252 97.6586 30.8025 90.0188 46.7889 22.223 16.1022
internal_count=14766 3171 148 3023 114 99 2909 2620 1148 1093 938 11595 289 155 255 1367 1225 536 689 508 415 328 76 181 460 142 424 216 105 76
is_linear=0
shrinkage=0.0106442


Tree=286
num_leaves=31
num_cat=0
split_feature=127 114 102 29 103 141 104 104 48 4 137 4 137 99 54 144 122 150 35 113 135 141 44 99 111 130 135 122 29 141
split_gain=6.4846 6.83904 8.65139 9.70151 9.00809 8.16885 6.90487 12.228 7.94409 6.76749 6.44526 7.25342 6.85484 7.29405 6.5018 6.38104 6.31359 10.7403 13.2516 10.273 9.19447 9.114 10.3386 10.1276 7.58902 6.98758 7.23239 9.61883 8.14392 10.693
threshold=0.95000000000000007 0.45000000000000007 1.1255000000000002 5.3875000000000011 0.49950000000000006 0.33550000000000008 0.57150000000000001 0.28650000000000003 1.8750000000000002 1533.1879082979578 6.7500000000000009 1477.6237632849832 14.050000000000002 0.73508771929824568 1.175 0.014250000000000002 1.1145000000000003 0.58387445887445899 2.6450000000000005 0.59050000000000014 0.49450000000000005 -0.60349999999999981 6.9250000000000007 0.7947368421052633 19.250000000000004 1.7070000000000001 0.49450000000000005 2.2900000000000005 6.1833333333333345 1.5930000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 8 15 -6 -8 -12 13 14 -13 -3 17 18 20 21 24 -20 -23 -24 -2 -18 28 -28 -27 -30
right_child=16 6 -4 -5 5 -7 10 -9 -10 -11 11 12 -14 -15 -16 -17 25 -19 19 -21 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=0 -0.0055871085007407799 -0.0034021599530773151 -0.0037133182879610432 -0.0024507526579087965 0.023770637644040974 0.0035738285321698341 -0.0049445135967411818 0.0024163075696658825 0.0018408214332022333 0.0069388527718049963 -0.0071792442346838284 -0.0059937125884942811 -0.0042440035338832047 0.0069476362086762491 0.0015110456962549948 0.005505278629714231 0.0011508356909735891 -0.0034859702923595972 -0.00019481992693180493 -0.0029548911930510793 0.0078779696362556786 0.0007497594750422279 0.0085785646156590553 3.2868431678011687e-05 0.004018939045679148 -0.00071809997264518307 0.0036367030670622497 -0.0055758742390400809 0.0011969273741915492 0.014176094671332634
leaf_weight=19.320603534579277 81.489334180951118 170.05460961163044 23.852579608559608 19.608358159661293 7.0386342406272879 17.169115677475929 97.487309485673904 113.60758966207504 48.560779362916946 8.3365876823663694 20.328028857707977 17.326361358165741 35.427479311823845 20.03703710436821 51.542460650205612 8.7650398612022382 960.40450838208199 127.21534253656864 152.18217906355858 64.837846010923386 6.786219283938407 93.169701218605042 56.802300438284874 25.170635625720024 9.2197393923997861 837.2807728946209 99.385584309697151 13.950468987226484 49.468264564871788 8.9802129268646222
leaf_count=96 419 828 110 89 34 80 454 539 204 39 95 87 159 91 226 40 4314 559 724 304 33 450 256 118 48 3638 427 58 210 37
internal_value=-3.71513e-05 -0.000966058 0.00162658 0.00355545 0.0060285 0.00944876 -0.00140787 -0.000395671 -0.00184678 0.0153267 -0.0027899 -0.00126537 -0.000214086 0.00127375 -0.000224685 -0.00290688 0.000202467 -0.000730346 0 0.000858642 -0.00352622 0.0016461 0.00330559 0.00608252 -0.00449507 0.000499969 -0.000109113 0.00241015 -0.000439588 0.00337061
internal_weight=3264.81 678.463 95.3259 71.4733 51.8649 32.5443 583.137 340.988 227.38 15.3752 242.149 144.661 124.333 88.9059 68.8688 178.82 2586.34 616.873 489.658 392.163 97.4953 327.325 175.143 81.9729 90.7091 1969.47 1009.07 113.336 895.729 58.4485
internal_count=14766 3171 448 338 249 153 2723 1611 1072 73 1112 658 563 404 313 868 11595 2911 2352 1852 500 1548 824 374 467 8684 4370 485 3885 247
is_linear=0
shrinkage=0.0106442


Tree=287
num_leaves=31
num_cat=0
split_feature=85 142 131 144 30 95 11 27 141 104 85 133 126 144 46 123 144 56 149 150 102 136 36 131 148 142 27 18 126 46
split_gain=4.37418 8.91234 8.12954 4.96398 5.46209 7.93046 6.40318 7.45033 6.47504 8.35401 6.16113 6.09267 6.5313 5.89942 5.41258 4.50117 8.67533 13.4286 8.23111 7.89034 5.90988 5.8226 4.96741 10.3345 8.22085 8.39784 9.4198 9.96514 7.73225 7.20381
threshold=-0.23643132220795887 -1.2929999999999999 0.29300000000000004 0.012150000000000003 0.20463493199713673 -3.75 1.0333333333333337 0.47292857142857142 -0.72849999999999981 0.41250000000000003 -0.37141065830721004 1.2930000000000004 1.5635000000000001 0.00075000000000000012 3.3050000000000002 2.1465000000000001 0.0014500000000000001 2.0350000000000006 0.54150293202056043 0.51736867541544307 0.33350000000000007 10.050000000000002 2.7050000000000005 1.8945000000000001 0.2645079041305457 1.1320000000000003 0.5661250000000001 1.0000000180025095e-35 1.6125000000000003 2.2750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 -4 9 -8 -9 13 -13 -7 -5 22 17 19 -18 -17 -21 -19 24 29 -2 26 -26 -28 -27 -24
right_child=15 2 3 14 5 11 8 10 -10 -11 -12 12 -14 -15 -16 16 18 21 -20 20 -22 -23 23 -25 25 28 27 -29 -30 -31
leaf_value=-0.0097182246133697848 6.4343978365451307e-05 -0.012299692352859161 -0.0051925207511969995 -0.011401625663028218 0.011531469781415978 0.0011930684561738481 -0.0033187335882183511 -0.00011421812546960555 -0.0048359101355289523 0.0085185115314069474 0.0078047721318543007 0.010878310741115763 -0.0011006080308402749 -0.011694263583984113 0 0.0064144508012327585 0.0064552438498824676 0.013015626636450428 -0.0055058398851902226 -0.0072604957110328407 0.00082966712334250209 0.002538402750747475 0.0022873882586153379 -0.0035694513586482977 -0.0031359174059137828 0.0077080292755478145 -0.0031084983276180506 0.0051037591197396403 -0.00029620156489019371 0.00025273721472323692
leaf_weight=14.20859235525131 938.40175533294678 6.882515847682952 11.464986607432364 9.2954062670469302 10.605990141630171 6.8020904213190096 15.596070528030397 16.377223476767536 56.457451865077019 11.257205590605734 23.503777295351032 9.7368387281894702 8.0312459766864759 6.8300688117742538 12.357541278004645 19.098689690232277 8.0320908278226835 19.98769474029541 26.163676574826241 14.832086861133574 27.421914756298065 12.662795975804327 238.9083798378706 70.406392157077789 303.6292322576046 17.877772733569145 30.037393972277641 35.846408024430275 48.953852668404579 1232.9588892012835
leaf_count=67 4196 36 58 45 47 30 76 79 266 52 112 44 35 32 53 86 35 82 110 65 117 52 1137 311 1435 83 138 165 222 5500
internal_value=-3.65848e-05 -0.00149017 -0.000869297 -0.000419699 0.000112037 0.0035144 -0.000871411 0.0019681 -0.0027474 0.00125284 0.00428973 0.000472333 0.00487327 -0.00449414 -0.00524262 6.46998e-05 0.00201754 0.00373233 -0.00238952 0.000612367 -0.00176184 0.00927362 -1.7528e-05 0.000393431 -0.000486199 -0.00169424 -0.00233436 0.00120041 0.00168797 0.000590123
internal_weight=3264.63 219.407 205.198 198.316 176.663 42.0062 134.657 51.346 83.3107 26.8533 39.881 31.4002 17.7681 13.6322 21.6529 3045.22 128.199 94.0032 34.1958 61.3527 42.254 32.6505 2917.02 1542.27 1374.75 436.345 369.513 65.8838 66.8316 1471.87
internal_count=14766 1032 965 929 831 188 643 249 394 128 191 141 79 62 98 13734 547 402 145 268 182 134 13187 6948 6239 2043 1738 303 305 6637
is_linear=0
shrinkage=0.0106442


Tree=288
num_leaves=31
num_cat=0
split_feature=40 84 122 93 95 118 150 123 9 103 107 104 123 90 47 26 42 122 55 54 85 145 126 126 111 134 85 56 44 145
split_gain=6.20933 11.116 9.02359 8.95444 9.06596 7.42945 8.84363 7.14992 10.215 6.55277 6.95022 6.12385 5.8699 7.92492 5.66132 5.56764 5.98863 5.54222 5.35098 5.21711 5.15015 6.89315 5.80795 9.98282 7.755 6.89177 5.29602 5.14185 5.14127 7.26521
threshold=1.6650000000000003 0.019374999999999951 1.3515000000000004 22.050000000000004 -8.2499999999999964 1.3665 0.47465257807797773 0.59400000000000008 0.23214285714285712 1.0365000000000002 0.77250000000000008 0.37350000000000005 2.1465000000000001 -0.28291666666666659 1.4450000000000001 0.58845238095238106 7.7950000000000008 1.0575000000000003 1.6050000000000002 1.3250000000000004 -0.26471871412169917 0.54765000000000008 1.8820000000000003 1.6125000000000003 8.7500000000000018 -0.30549999999999994 0.051334971334971259 2.0050000000000003 6.955000000000001 0.78195000000000014
decision_type=2 2 2 2 2 2 2 2 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 11 6 -6 8 -2 17 -11 -1 -9 -14 -4 16 19 -8 -7 -16 21 -3 23 24 -22 -26 -25 -27 -24 -30
right_child=1 20 14 -5 5 18 9 12 -10 10 -12 -13 13 -15 15 -17 -18 -19 -20 -21 22 -23 28 26 25 27 -28 -29 29 -31
leaf_value=0.0095941753882263781 -0.0048510291986270234 -0.001845399928824033 0.0014404965412183274 0.0053676073328034861 -0.0060677891723848231 -0.0082072410040729838 -5.807823687229929e-05 -9.3724113104661879e-05 0.010050738714564335 0.0012559131227380153 -0.010619270206218648 -0.00098835987343500126 -0.0029991090643166915 0.0040634250202077919 0.009709857725766137 0.014272271576248162 -0.0043980670017950332 0.00600398416321434 0 0 -0.0036005000962312655 0.008406989767543992 -0.0030770907325857189 -0.011113080377616593 0.0098035958645004591 -0.0035155422264613457 -0.0013773398880524159 0.0068277186515290729 -0.00037712301124342323 0.0077304007114294727
leaf_weight=12.440351754426958 6.2314516305923489 16.367322862148288 405.48511135578156 22.600835919380188 29.749472677707672 35.566459625959396 36.76713702082634 2120.9860726743937 18.193399906158447 9.0166942626237887 10.535800233483313 9.1905192881822568 21.331030413508415 81.976368218660355 15.644069150090223 7.8661354780197135 7.1402450054883948 27.369339555501938 8.9143114089965803 8.1155860722064954 117.3710850328207 12.122571393847464 48.004898607730865 27.180348932743073 9.3476059287786466 20.660777717828754 11.686692237854002 7.1553833335638037 47.741928532719612 16.06075245141983
leaf_count=54 32 79 1699 96 141 160 164 9752 88 39 47 42 93 352 66 33 31 119 38 34 552 57 207 125 43 97 53 30 213 70
internal_value=5.5349e-05 -0.000174738 0.000990794 -0.000838117 -0.0016777 -0.00260578 -0.00104799 8.98229e-05 0.00581931 0.000611059 -0.00460636 0.0046128 2.21905e-05 0.00250358 0.00184664 0.00582412 0.00333392 0.00236523 -0.00634269 0.00609914 -0.00198899 0.00214875 -0.00240961 -0.00353347 -0.00222759 0.00182601 -0.00845566 -0.000477651 -0.000371745 0.00149929
internal_weight=3228.82 2582.42 646.402 202.151 179.55 157.919 113.438 2248.72 24.4249 83.689 19.5525 21.6309 2224.29 103.307 444.251 38.766 30.8999 64.1365 44.4808 23.7597 333.699 28.4899 305.209 193.402 154.535 37.1638 38.867 27.8162 111.808 63.8027
internal_count=14606 11843 2763 900 804 708 510 10317 120 369 86 96 10197 445 1863 164 131 283 198 100 1526 136 1390 900 722 170 178 127 490 283
is_linear=0
shrinkage=0.0106442


Tree=289
num_leaves=31
num_cat=0
split_feature=114 25 46 86 84 34 145 131 98 123 56 46 95 7 144 125 123 56 98 137 30 115 125 145 90 99 99 42 124 124
split_gain=5.72614 7.38205 7.97711 6.43198 6.65331 10.2893 7.41547 6.95751 6.74944 10.7325 10.2056 7.91198 10.5496 9.14099 7.39516 9.37161 6.37701 9.82905 8.59704 8.30596 6.6956 6.36361 5.97876 5.92011 5.77253 6.66053 6.31784 7.46761 7.39475 7.94641
threshold=2.3665000000000007 0.64583333333333337 3.3150000000000004 2.8393548387096779 0.021439144736842105 1.1650000000000003 0.14395000000000002 1.2110000000000001 0.69397993311036799 2.1290000000000004 2.1250000000000004 4.6550000000000011 -1.5000000000000002 -3.5911062683802579 1.0000000180025095e-35 0.90000000000000013 1.2970000000000004 1.8950000000000002 0.92582417582417598 7.0500000000000007 0.16104538732794901 1.2915000000000003 2.4500000000000006 0.94535000000000013 0.11249999999999998 0.4494949494949495 0.6858552631578948 2.4950000000000006 1.5500000000000003 0.77500000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 7 -1 -6 9 -8 14 12 -12 -13 22 -16 17 18 19 -3 -20 -19 -10 -5 25 -18 27 -27 29 -28
right_child=1 16 -4 23 5 -7 8 -9 10 -11 11 13 -14 -15 15 -17 24 21 20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0050222364238813461 0.014079407006679975 -0.0052513348228637067 0.00010964878258590846 0.00063707722944917602 0.0032359445577601858 -0.0031221348728479323 0.00027147113187201793 -0.0063075909712071027 -0.00029047851396963421 0.0054886561608720724 -7.3599075382420683e-07 0.003798079206701414 0.0095099874602369103 -0.0084253818952030844 -0.0066045511042694439 -0.0013181680402813895 0.0072166484569827043 0.0019444162388004801 0.015070706108894535 0.0025572449839491146 0.00029494669886319115 0.013930144378753288 -0.0060000074290342447 0.0053174648619582661 -0.0084529556795480618 0.0036039430482573626 -0.0036888896844874917 -0.0061570700859994087 -0.00341828796366455 0.0080644696105727949
leaf_weight=34.360931783914566 10.922723412513735 27.436900779604912 10.778567180037497 558.56476694345474 55.580299243330956 200.6303802728653 1159.6705086827278 9.6941475421190244 593.80297356843948 46.863447353243828 19.829208716750145 14.683516874909403 29.84183506667614 12.349909096956251 56.941550701856613 136.42856974899769 13.058040753006933 11.71166016161442 7.7605354040861156 33.774793818593025 9.0926024168729764 13.497707605361937 21.880359828472137 33.372268974781036 9.7828490734100324 10.308303266763685 7.5777911245822933 36.231151059269905 18.415480524301529 23.816360130906105
leaf_count=154 49 121 45 2376 239 942 5272 41 2818 199 84 60 125 51 288 663 55 49 34 147 40 56 98 140 43 44 33 157 79 104
internal_value=5.46227e-05 0.00162366 0.00762442 -7.02264e-05 -0.000319273 -0.00190928 -0.000115534 0.00165785 -2.99381e-05 0.00048281 -0.000740223 0.0029334 0.00550197 -0.00139794 -0.00110148 -0.00292911 0.000991119 0.00294559 0.000927705 -0.00077138 0.00772148 0.00877808 -0.000510428 0.000918674 -0.000614336 0 -0.000879759 -0.00376959 0.00160969 0.00489327
internal_weight=3228.66 244.165 21.7013 2984.49 2392.56 265.905 2126.65 65.2744 2092.29 1206.53 885.758 76.7045 49.671 27.0334 809.053 193.37 222.464 103.274 78.0648 61.2117 16.8531 25.2094 615.683 591.937 119.19 109.407 96.3491 46.5395 49.8096 31.3942
internal_count=14606 1056 94 13550 11034 1222 9812 280 9658 5471 4187 320 209 111 3867 951 962 447 342 268 74 105 2916 2516 515 472 417 201 216 137
is_linear=0
shrinkage=0.0106442


Tree=290
num_leaves=31
num_cat=0
split_feature=40 148 144 93 110 3 146 6 54 126 142 40 110 111 3 40 14 30 122 10 145 129 104 10 142 95 28 40 40 30
split_gain=6.0487 10.8233 9.92641 7.58524 8.0038 7.18518 6.98385 7.23112 7.67782 10.9103 7.20359 6.82664 6.71825 6.61635 6.45082 9.08607 7.68611 10.5857 6.81755 6.43561 6.25589 8.54157 5.94067 9.28009 6.92808 5.8225 5.75188 7.26038 7.339 8.2445
threshold=1.6650000000000003 0.26528267397832622 -0.0070499999999999998 22.050000000000004 8.1500000000000004 1399.0257440653711 0.0023500000000000001 1488.283493896555 1.2550000000000001 1.2930000000000004 -0.068999999999999992 1.5050000000000001 12.250000000000002 12.65 1593.448453312725 1.5050000000000001 0.45000000000000007 0.17958733974358979 1.5475000000000001 1.1083333333333336 0.45460000000000006 0.22500000000000003 1.0795000000000001 1.2583333333333335 -0.20799999999999999 -17.249999999999993 2.8819444444444451 3.6850000000000005 2.3650000000000007 0.22594670406732117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 20 -4 25 8 -8 10 -10 13 -6 -5 15 16 19 -18 -16 -7 -3 -22 23 -20 -24 -2 -27 28 -28 -30
right_child=6 3 5 11 12 14 7 -9 9 -11 -12 -13 -14 -15 18 -17 17 -19 22 -21 21 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0045253279293278386 0.0053068445648876538 0.0018705230653128316 -0.0028776160051893042 0.0023297628012165549 -0.012144415614865584 0 -0.003102624745302322 -0.0022940937767488702 0.0039880548749283515 -0.0042959565802756393 0.018128595769825586 0.0081512249746285535 -0.0024136440802145346 -0.0097190513178164548 -0.0056655368933569905 0.0068639788862301324 -0.00043857832476392117 0.0039758816530725471 -0.00093596902373938246 0.011231116487959858 0 -0.013046436755034804 0.0056613334938726782 0.0066864300456195343 -0.0048897867903985662 0.0013814092863127607 -0.00081764547884055779 -0.0020208038938711505 0.00031346354130416023 0.0040777482790859496
leaf_weight=26.441262260079384 23.491292953491211 37.327803537249565 29.366225913167 16.623457193374637 17.337464600801468 8.0400429069995898 17.630279242992401 280.39915212988853 14.106439471244816 7.94839322566986 7.8838216513395318 14.252182260155676 21.360421702265739 7.1664880365133277 18.24107338488102 64.143126457929611 126.6268669962883 113.29850414395332 29.713327959179878 18.593817383050919 13.789187937974932 9.2180428951978666 8.8355702161788923 39.171897202730179 26.868262991309166 288.01270321011543 714.42576842010021 226.59428597986698 929.53687749803066 71.965370863676071
leaf_count=112 102 165 126 70 81 35 88 1282 61 34 33 59 96 30 79 267 547 476 123 80 64 44 36 162 111 1335 3185 1035 4369 319
internal_value=5.41045e-05 0.000977384 0.00170208 -0.00163889 -0.00323522 0.0020648 -0.00017298 -0.00162494 0.00209888 0.0055124 0.00953478 0.00224094 -0.00704437 -0.000858779 0.00240795 0.00318465 0.00225992 0.0016023 0.000231377 0.00778996 -0.00061819 -0.00511202 0.00136016 0.00324622 -0.00198484 3.36303e-05 -1.72015e-05 -0.000229971 3.99552e-07 0.000594432
internal_weight=3228.41 646.415 509.34 137.075 99.0329 482.899 2581.99 327.968 47.5689 29.9387 21.9903 38.0421 38.6979 23.7899 453.532 330.702 266.559 239.925 122.83 26.6339 60.335 23.0072 104.589 68.8852 35.7038 2254.03 2230.54 1942.52 1715.93 1001.5
internal_count=14606 2763 2154 609 450 2042 11843 1498 216 128 94 159 177 100 1916 1405 1138 1023 511 115 273 108 432 285 147 10345 10243 8908 7873 4688
is_linear=0
shrinkage=0.0106442


Tree=291
num_leaves=31
num_cat=0
split_feature=135 150 137 4 40 40 112 95 95 93 9 47 56 102 5 141 147 95 50 145 135 28 134 13 149 116 126 47 55 47
split_gain=5.11574 8.3789 12.7482 7.90667 7.2125 8.3419 12.1572 9.29143 10.2342 8.82821 11.2056 7.65139 12.6514 8.24389 7.60853 7.39418 8.32282 7.58702 9.49649 9.00258 7.21118 10.3174 7.14616 7.60404 6.96376 6.85334 6.65112 8.1371 7.50267 9.37944
threshold=0.58900000000000008 0.50033272042728316 6.2500000000000009 1480.0488337030026 2.5850000000000004 2.3550000000000004 0.68150000000000011 2.9999999999999987 -3.75 17.550000000000004 2.2583333333333337 1.8450000000000004 1.8150000000000002 1.5125000000000002 1493.5001949553427 -0.91799999999999993 0.41302710676091753 9.75 1.1250000000000002 0.74755000000000016 0.71950000000000014 4.2678571428571432 0.11250000000000002 0.55000000000000016 0.52223612762013494 -0.58349999999999991 2.3165000000000004 1.2150000000000001 2.0050000000000003 2.2850000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 22 7 8 14 10 -10 12 -9 -14 -7 16 25 19 -19 26 21 -5 -1 -24 -18 -6 28 -28 29 -17
right_child=1 -3 3 20 15 6 -8 11 9 -11 -12 -13 13 -15 -16 17 24 18 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0005863108146699367 -0.0071653409362968795 0.003025371240825925 0.0086900969729865433 0.0089527853768476776 -0.007668751741635762 0.0058641159577943391 -0.0040211514736387607 0.0088535227691105885 0.0051514626846175787 0.010380265441232646 -0.0063095217029395306 -0.0045114569690060833 -0.0040493565163230447 0.0081499726367770496 -0.0020050309053860509 0.00037547310453864068 -0.0083136001056803473 0.013863956991545322 0 -0.0024464563208589805 -0.0071238393553484797 -0.0048335960259960403 -0.00046730140063093716 -0.0046072464354096421 -0.0024090750269771233 0.0040252836849015627 0.0056066208749603339 -0.0042691523511416479 -0.0039955249540618611 0.0066945783095956187
leaf_weight=1009.7107803374529 26.93384313583374 158.51122334599495 13.945953279733656 13.720863282680513 6.6616369932889929 20.155939653515816 33.044854149222374 20.65146267414093 85.713617369532585 35.868589341640472 10.111302137374876 30.175927802920341 30.356662228703499 7.5846835374832144 43.618275359272957 647.98468159139156 34.315630093216896 9.5007662922143954 11.03214707970619 206.55147941410542 12.977494880557058 10.147258237004278 459.273552313447 57.90167997777462 92.965619444847107 29.020927965641022 10.109409585595129 69.121341869235039 41.338357605040073 28.122275918722153
leaf_count=4431 127 677 64 64 32 91 149 95 404 157 46 154 132 32 198 2993 171 46 48 995 60 46 2010 259 422 142 41 306 239 147
internal_value=9.33652e-05 0.00160266 -0.00116379 0.00181215 -2.08118e-05 0.000392136 0.00196368 0.00269638 0.00399462 0.00569564 0.00383262 -4.41223e-05 0.00207753 -0.0013341 0.0003175 -0.000671374 -0.00278595 -0.000324523 0.00604449 -0.000465336 -0.000506367 0.00265206 5.87031e-05 -0.000951088 -0.0040834 0.00154805 3.51326e-05 -0.00287663 0.000371316 0.000653832
internal_weight=3267.13 236.237 77.7254 50.7916 3030.89 1844.17 317.281 284.236 195.468 131.694 95.8249 88.7687 58.5928 37.9413 63.7742 1186.72 162.964 1023.76 20.5329 1003.23 36.8456 23.8681 1526.89 517.175 127.281 35.6826 796.676 79.2308 717.445 676.107
internal_count=14778 1038 361 234 13740 8158 1458 1309 896 607 450 413 259 164 289 5582 767 4815 94 4721 170 110 6700 2269 593 174 3726 347 3379 3140
is_linear=0
shrinkage=0.0106442


Tree=292
num_leaves=31
num_cat=0
split_feature=86 138 9 137 12 134 93 94 104 29 36 92 111 79 31 149 104 104 130 136 29 39 53 34 93 49 45 118 133 49
split_gain=7.38438 6.53921 6.07651 5.94928 8.28861 7.98807 7.87376 8.69984 10.361 7.59559 7.4418 7.39371 6.37571 6.58056 5.92018 5.83775 5.43387 6.80417 6.20179 5.79513 5.7286 6.33312 5.4396 7.43183 5.2188 14.3013 6.41304 5.11433 8.8173 7.58054
threshold=2.7470930232558142 4.5000000000000009 0.099999999999999964 4.9500000000000011 0.77500000000000013 0.85850000000000015 11.400000000000002 28.050000000000004 0.078000000000000014 3.0500000000000003 2.1450000000000005 0.7629166666666668 1.9500000000000002 2.5211368095958204 0.22068372803666916 0.62839366515837114 1.2325000000000002 0.85050000000000014 2.0500000000000003 3.0500000000000003 5.2928571428571436 0.23888823708775667 1.8450000000000004 1.9650000000000001 17.550000000000004 2.3750000000000004 1.1950000000000001 1.4500000000000002 2.8165000000000004 2.4150000000000005
decision_type=2 2 2 2 2 2 2 2 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 16 -1 5 6 14 7 8 9 -5 -10 12 -8 -14 -4 27 17 19 -18 -2 21 -19 23 -21 26 -26 -6 28 -3 -29
right_child=1 15 3 4 24 -7 11 -9 10 -11 -12 -13 13 -15 -16 -17 18 20 -20 22 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0068093539311403174 0.0083195706163083864 0.0024023124936578912 -0.00087520580707040128 -0.0031416546514355039 0.013380368934394912 0.0081931563458908785 -0.003689752366092711 0.0088600519009329574 -0.00079450511888502708 0.0003528493159183547 -0.005704265039902668 -0.010238330137727552 0.0023695199671999712 0.00032218816929487516 -0.0043596940977877544 -0.0055874587981947577 0.00053588466323298029 0.006320913738135734 -0.010726867520952584 -0.00021370901245273364 0.01159949223077018 -0.0037539428761202351 -0.0023835086782067021 0.010887457952411408 -0.0097567123842099493 0.0076338206181108806 0.0013865752717917338 0.0019725656368038695 0.010835738158657411 -0.0023748819694052801
leaf_weight=15.588826164603232 7.1883399039506903 245.25211246311665 438.62707655131817 87.085981175303459 12.648971647024156 9.8522324413061124 38.609407097101212 9.7536063194274885 69.381380841135979 354.59000292420387 84.220965713262558 7.1719772964715949 216.45688205957413 1111.6403636038303 66.261046260595322 11.287795901298521 7.343997314572337 14.755078136920931 11.790118411183355 24.821911230683327 9.3487432450056058 12.461799696087835 124.4674035012722 8.6374568194150907 8.7853893935680407 13.488981723785399 12.08074729144573 154.82567128539085 15.877541989088057 62.787626460194588
leaf_count=82 31 1054 2049 408 56 42 180 43 327 1634 429 33 1067 4930 301 48 31 62 49 105 39 54 542 37 37 62 63 640 66 277
internal_value=9.22296e-05 0.00105394 -0.000171101 -0.00012624 0.000128742 -0.00115018 1.84853e-05 -0.00098772 -0.0011667 -0.000312412 -0.00355486 0.000469238 0.000533104 0.000663768 -0.00135329 0.00174364 -0.000429115 3.36945e-05 -0.00585567 -0.000833585 0.00423691 0.00132242 -0.00131665 0.00233844 0.00454742 0.000303643 0.00794555 0.00193841 0.00295527 0.000669987
internal_weight=3267.09 710.846 2556.24 2540.66 2025.91 514.74 1978.91 605.032 595.278 441.676 153.602 1373.88 1366.71 1328.1 504.888 490.031 220.815 201.681 19.1341 165.115 36.5656 27.2169 157.927 33.4594 47.0041 22.2744 24.7297 478.743 261.13 217.613
internal_count=14778 3035 11743 11661 9269 2392 9051 2841 2798 2042 756 6210 6177 5997 2350 2085 950 870 80 715 155 116 684 142 218 99 119 2037 1120 917
is_linear=0
shrinkage=0.0106442


Tree=293
num_leaves=31
num_cat=0
split_feature=135 79 30 40 40 0 3 95 95 130 131 39 28 141 30 145 51 121 0 79 147 126 27 90 31 28 55 3 11 39
split_gain=5.00129 8.49489 8.12208 7.04687 8.1706 9.80746 10.1179 9.90024 8.69493 8.92729 10.6197 8.14623 7.24772 7.24722 8.19539 9.90946 9.26886 9.04861 9.56899 8.85202 8.18082 8.0548 9.7915 8.1258 7.97213 7.7147 7.63197 6.9104 9.56338 6.77882
threshold=0.58900000000000008 2.7221590667924036 0.094467108618052006 2.5850000000000004 2.3550000000000004 1595.5116337431675 1527.6996167937809 4.3499999999999988 -3.75 1.8165000000000002 1.4145000000000001 0.2790731961290655 3.3166666666666669 -0.91799999999999993 0.10470653377630117 0.73755000000000015 1.4650000000000001 1.1835000000000002 1557.5615984316585 3.0898276463388528 0.41302710676091753 1.8945000000000001 0.56118055555555568 0.04124999999999996 0.24736725418468017 3.2928571428571431 1.9150000000000003 1354.5921125719169 1.8619047619047622 0.37610853156949037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 27 7 -7 8 12 10 -10 -11 -6 20 21 16 24 -17 19 -19 -5 22 23 -15 26 -23 -16 28 -1 -22
right_child=1 2 -4 13 5 6 -8 -9 9 11 -12 -13 -14 14 15 17 -18 18 -20 -21 29 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0002421194541328962 -0.0012092509526297132 0.013404175254745902 0.0023552374652339681 0.0015335687194790398 0.0072281445232326201 0.0064464093399662159 -0.0058247084793593305 -0.00056167149390387236 0.0090502839341046418 -0.0076370308568996584 0.001333159056992663 0.0038122048210223842 -0.0014767027936507218 -0.0036424167333041356 0.00099494969532050383 0.00093828524763375505 -0.0079436778171071819 -0.0033436567208770204 -0.010132921366511834 0.0072222734362764876 -0.0069391698672711206 0 0.0050113705749839713 0.0043234671388605872 -0.0027891935627235845 -0.010622915354753239 0.0063965003716590051 0.00017533534488388056 -0.012291654114226546 -0.0017106826730681193
leaf_weight=24.545770227909088 77.528280258178711 8.5060171782970411 150.24984388053417 35.696887880563736 13.890387594699858 9.3204801976680738 31.778605461120605 72.817901074886322 75.933597698807716 9.6771861314773542 32.17756499350071 24.89065033197403 46.957161381840706 101.6948447227478 554.50841803848743 68.519604414701462 13.422244682908056 88.454963132739067 22.881386965513229 9.4739349186420423 54.809909716248512 12.435297295451162 23.097878195345402 15.796942949295042 57.741074457764626 23.197849929332733 32.356809973716736 1490.2461434453726 12.073082551360129 72.273880898952484
leaf_count=110 358 37 643 174 62 43 145 336 357 47 146 108 214 512 2534 334 82 422 105 41 267 57 115 80 261 107 165 6536 54 326
internal_value=9.12415e-05 0.00158343 0.00301332 -2.16338e-05 0.000386434 0.00194127 -0.00278656 0.00268238 0.0038946 0.00533782 0.00685046 0.000303484 0.000338017 -0.000664857 -0.000321459 0.00010103 0.000730231 -0.00203038 -0.00380096 -0.00221433 -0.00275972 -0.00241252 -0.00117633 -0.00248209 0.00092712 -0.00699538 0.00131064 5.63027e-05 -0.00450133 -0.00404824
internal_weight=3266.95 236.284 158.756 3030.67 1844.31 317.444 41.0991 276.344 203.527 142.679 108.111 34.5678 60.8475 1186.36 1023.58 847.358 658.029 189.33 120.81 97.9289 162.781 176.223 140.59 117.492 644.606 35.6331 586.865 1526.86 36.6189 127.084
internal_count=14778 1038 680 13740 8158 1458 188 1270 934 658 503 155 276 5582 4815 3944 3042 902 568 463 767 871 707 592 2960 164 2699 6700 164 593
is_linear=0
shrinkage=0.0106442


Tree=294
num_leaves=31
num_cat=0
split_feature=91 133 48 12 122 3 48 125 26 149 30 26 101 135 149 31 26 56 100 133 95 150 11 102 31 120 131 130 134 115
split_gain=6.26163 7.32858 6.58674 6.67603 6.09624 6.05703 5.849 5.77108 8.12358 6.1196 5.76432 6.56135 7.42978 6.49473 6.01953 5.90848 5.75832 5.63162 10.6949 5.37489 10.1341 7.23505 6.61903 6.42782 6.094 5.53791 6.07884 6.2162 5.37599 8.34479
threshold=-0.12874999999999992 2.8165000000000004 3.0850000000000004 1.0000000180025095e-35 1.5475000000000001 1477.0406381904274 2.4250000000000003 1.9000000000000001 0.47950000000000004 0.60980563244674457 0.07454747538901231 0.58133928571428584 0.77500000000000013 0.51950000000000018 0.59548780782927435 0.11846978557504871 0.60050000000000014 1.7250000000000003 1.3650000000000002 0.64600000000000013 1.0000000180025095e-35 0.48917163917163925 1.0690476190476195 0.90550000000000008 0.17257053291536054 2.7070000000000003 1.3875000000000002 2.9500000000000006 0.45350000000000007 2.7750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 6 -4 5 -3 19 8 -8 -9 15 13 -13 14 -12 -1 -5 18 -16 20 22 23 -2 -22 -23 28 27 -27 -21 -30
right_child=2 4 3 16 -6 -7 7 9 -10 -11 11 12 -14 -15 17 -17 -18 -19 -20 25 21 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.011494062500671261 -0.0058681744757226491 0.0011775755193950375 -0.0023963263790242185 0.011390009439924173 -0.0013619603449738066 0.015936618476639103 -0.0071797250111785837 -0.0074889219643092921 0.00051937684668355735 0.0010913719120961098 -0.0027666002584057635 0.010725982598139285 0 0.0025455625895147555 -0.0022248467425200137 0 0 -0.0011071278902476966 0.013128688278215755 0.00047948979834748338 0 -0.0069888310260132237 0.0023852079409009876 0.014753320737165064 0.0045300558943129482 0.011503369694212326 -0.0028280905627160167 0.00019596203946268677 -0.00057120257697943161 -0.0081577793099138329
leaf_weight=7.5516417771577862 60.503064356744289 8.5669867992401141 8.1282009035348874 16.651714861392978 9.4018756598234159 7.3344940841197959 17.968619450926781 32.822845101356506 104.18271841108799 10.416015103459356 394.1172703281045 8.9158212244510633 50.347944393754005 32.584895476698875 8.48380194604397 17.237907975912094 7.2606761604547492 57.936205014586449 10.140648975968359 2076.6231665015221 7.8921553790569288 11.274288997054102 11.450896918773649 7.8627030402421951 8.7848548740148527 15.630356699228289 7.6888504028320304 11.543370902538298 231.08508059382439 18.168664902448654
leaf_count=36 293 37 33 68 40 31 73 133 422 42 1814 39 219 143 37 82 30 246 43 9487 39 51 54 36 39 65 32 48 1045 80
internal_value=-3.41388e-05 -0.00100722 0.000185534 0.004991 0.00451206 0.00864497 0.000123093 -0.00180692 -0.000527274 -0.00517931 -0.00126287 -0.00149753 0.00176177 -0.00190219 -0.0022324 0.00363886 0.00794086 0.00038049 0.00557148 0.000256654 -0.00205337 0.00238613 -0.00440889 0.00789948 -0.00142109 0.000366552 0.0045986 0.00708612 0.000298607 -0.0011663
internal_weight=3278.56 612.619 2665.94 32.0406 25.3034 15.9015 2633.9 165.39 122.151 43.2389 587.316 562.527 59.2638 503.263 470.678 24.7895 23.9124 76.5607 18.6245 2468.51 107.768 35.814 71.954 15.7549 20.0591 2360.74 34.8626 27.1737 2325.88 249.254
internal_count=14837 2767 12070 131 108 68 11939 670 495 175 2659 2541 258 2283 2140 118 98 326 80 11269 512 165 347 75 90 10757 145 113 10612 1125
is_linear=0
shrinkage=0.0106442


Tree=295
num_leaves=31
num_cat=0
split_feature=91 133 85 103 30 56 144 4 0 27 22 144 94 53 94 91 50 50 130 99 137 46 4 91 12 26 112 8 115 37
split_gain=6.12385 7.17211 6.41664 6.10068 7.00122 7.20171 7.90171 6.87101 6.94455 6.58728 6.58983 7.26363 7.20001 8.50257 6.41014 6.00709 5.88741 6.73749 6.10083 6.21101 5.7229 5.5252 7.97369 5.8143 5.23434 5.48994 5.15135 5.05281 4.78143 4.68272
threshold=-0.12874999999999992 2.8165000000000004 -0.10634259259259259 0.8005000000000001 0.07454747538901231 2.0950000000000002 0.00085000000000000017 1556.7244665298524 1470.7201022615679 0.61866071428571445 0.30785714285714288 0.019650000000000004 16.050000000000004 1.9450000000000001 19.050000000000004 -0.21791666666666662 1.7950000000000002 1.675 2.6835000000000004 0.58114035087719318 18.850000000000005 2.8150000000000004 1536.1702171286536 -0.35749999999999987 1.0000000180025095e-35 0.60183333333333344 0.31850000000000006 1.4476190476190478 1.0500000000000003 0.4360828335736231
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 14 -7 9 -9 10 12 20 29 -14 21 26 17 -2 19 -19 -12 22 -6 -23 -18 -26 -16 -4 -10 -5
right_child=16 2 27 7 5 6 -8 8 28 -11 11 -13 13 -15 15 -17 24 18 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0065342679599546772 0.00018982156139821376 -0.0030361879688201635 0.012572504355924526 -0.0018352310388863656 -0.0016734436073906592 -0.00024912798477984749 0.010742480358961604 -0.010767666254841723 -0.0095975186774990562 0.0086084319985275694 -0.00025525638344120108 0.0096835051287892278 0.0038255242953941539 -0.0060726337011646489 -0.0061327515430795515 0.009003165550604016 -0.0012373054065529475 -0.01446198757502563 0.0031082034894836046 -0.0029815749839828907 -0.0076915919597464284 -0.00021898541921852385 0.0049903792143419397 -0.0050943410576016193 0.0097102606159368901 0 0.0043289430328041258 0 -0.00076806723800189238 -0.014855069130749674
leaf_weight=16.300678133964539 2586.3232894912362 7.1944414377212551 10.989190503954889 7.1115440428257015 83.052031263709068 13.684585243463518 12.641748845577238 20.647906348109245 9.7101838588714582 6.868216559290885 118.83867561072111 7.3889826685190192 15.485930532217024 23.882679611444473 9.5776965469121951 12.33459387719631 10.790417313575743 8.6623660475015622 8.3841847181320173 23.532574236392975 13.502913549542425 49.881773382425308 26.937003687024117 79.049297228455544 20.347981065511707 8.0004573166370374 11.922344684600828 7.1371047347784033 36.78743040561676 11.444253861904143
leaf_count=77 11746 32 46 32 399 57 52 94 45 30 536 31 66 106 45 55 44 35 34 95 59 222 130 354 83 33 54 30 163 52
internal_value=-3.35802e-05 -0.000996158 0.00446091 -0.00124941 -0.000205657 -0.000608083 0.00463042 -0.00242248 -0.00543243 -0.001383 -0.00178327 -0.000448305 -0.00482246 -0.0019126 -0.00115217 0.00307152 0.000183582 0.000118416 -0.00417405 -0.0063964 -0.00109327 -0.00179423 0 -0.00328951 0.00428923 0.00676295 0 0.00801541 -0.00283759 -0.0104306
internal_weight=3278.41 612.371 25.3207 587.05 315.382 299.081 26.3263 271.669 67.1455 204.523 197.655 139.731 57.9244 39.3686 272.755 33.8346 2666.04 2626.9 40.5791 32.1949 132.342 238.92 109.989 128.931 39.1389 28.3484 21.5 18.1263 46.4976 18.5558
internal_count=14837 2767 108 2659 1445 1368 109 1214 302 912 882 626 256 172 1259 154 12070 11910 164 130 595 1105 529 576 160 116 99 76 208 84
is_linear=0
shrinkage=0.0106442


Tree=296
num_leaves=31
num_cat=0
split_feature=86 85 34 30 98 125 143 26 145 26 131 0 14 17 124 5 6 1 29 5 98 12 9 136 30 30 26 112 98 110
split_gain=9.32631 7.63692 7.24401 7.67936 9.33988 7.79119 6.07528 7.20498 7.00483 8.30408 9.33181 9.158 8.96403 8.66836 8.45774 7.31233 7.09628 10.2504 10.7668 10.0599 9.2271 9.09452 13.292 8.65052 8.1601 10.2755 7.07755 6.87915 6.72369 6.69775
threshold=3.4428104575163405 -0.15669467787114846 1.9550000000000003 0.11312551271534041 0.57518796992481214 1.2250000000000003 1.3270000000000002 0.47050000000000003 0.21755000000000002 0.46612500000000007 0.81650000000000011 1530.0657266655624 0.77500000000000013 1.0000000180025095e-35 0.90000000000000013 1495.7330133534217 1507.3793953988504 1502.7900268930737 4.9500000000000011 1519.2366400991557 0.37980769230769235 0.29166666666666669 0.92261904761904778 3.4500000000000006 0.31622807017543858 0.55086206896551737 0.61211111111111116 0.52250000000000008 0.59545454545454557 9.6500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 8 29 9 12 11 14 15 -14 -11 -3 17 18 23 -20 -18 22 -19 -10 27 -26 -23 -22 -15 -8
right_child=-2 6 3 4 5 -7 7 -9 16 10 -12 -13 13 28 -16 -17 20 21 19 -21 24 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.003291196501615949 0.0026929538247828055 0.003274172387945474 -0.0042843343021731492 -0.0033823082441021227 0.0058811962061306152 -0.00067646533788404551 0.0038131578583404128 -0.0029586541062237696 -0.0041307438417988104 0.0042460325276166763 0.0022839627934973451 0.00055371724915001649 -0.00042705011055042119 -0.00086753706777901454 -0.0084377994887552786 -0.0025382126818357712 -0.0063134298881536901 0.016710751209615318 -0.0042343634290843901 0.0067495553790038682 -0.0021927876215419697 -0.0005024620083037164 0.0029714704669846206 0.00051805173265131229 0.011598825520958899 -0.0016805182820234217 0.010198349640738494 0.00015041395893559763 -0.010587228675299081 -0.0025200302169948621
leaf_weight=162.51522171497345 135.85740478336811 68.929921686649323 36.537016421556473 31.964991465210915 50.911416113376617 29.996930465102196 43.03208002448082 155.67706456780434 48.560931339859962 6.4927050322294226 492.06219969689846 158.38599717617035 58.136039942502975 15.727571710944174 26.239746749401093 36.269918367266655 37.352816879749298 8.9613557606935483 110.38125155866146 9.6473604142665845 293.21096517145634 130.31265830993652 135.85682992637157 647.01623620092869 13.265533372759821 10.813534930348395 7.393618792295455 260.04749497771263 24.663477934896946 32.071830362081528
leaf_count=754 556 317 183 151 238 142 194 695 228 32 2147 696 263 69 124 169 172 41 499 41 1367 609 612 2986 57 46 33 1158 113 145
internal_value=-3.33634e-05 -0.00015457 -0.0017356 0 0.00132917 0.00332025 1.59551e-05 -0.00163501 0.000166549 0.000936703 0.00150503 -0.000445543 -0.000917632 -0.00325366 -0.00560132 0.00117049 -0.000226115 0.000278819 -0.000315338 -0.00326411 -0.00114524 0.0020312 0.00389411 0.000178417 -0.00079269 0.00519953 0 -0.00107245 -0.00706232 0.000968973
internal_weight=3278.29 3142.43 311.926 149.41 112.873 80.9083 2830.51 230.781 2599.73 886.908 683.181 191.118 203.727 98.5271 32.7325 105.2 1712.82 1098.13 815.606 120.029 614.69 282.524 144.818 695.577 577.338 24.0791 137.706 553.258 40.391 75.1039
internal_count=14837 14281 1468 714 531 380 12813 1034 11779 3930 2999 852 931 445 156 486 7849 5049 3754 540 2800 1295 653 3214 2628 103 642 2525 182 339
is_linear=0
shrinkage=0.0106442


Tree=297
num_leaves=31
num_cat=0
split_feature=145 3 122 94 108 141 53 46 38 78 79 55 44 56 4 145 134 134 42 27 110 3 38 123 145 124 122 19 103 105
split_gain=5.48042 9.81109 8.36494 5.17471 9.83037 8.11556 10.6931 9.29944 9.11551 11.3091 10.8102 8.73373 10.393 11.4492 10.7664 7.00387 6.95737 7.73273 6.98209 6.89342 6.75988 6.38805 6.61284 5.9314 8.17599 11.3744 8.14172 9.43783 7.93212 6.47215
threshold=0.99265000000000014 1493.6616661351266 1.7435000000000003 16.050000000000004 1.5000000000000002 -0.58799999999999986 2.7650000000000001 2.5350000000000006 0.25609435480843307 0.69047619047619058 3.0235563623789772 1.3150000000000002 8.0750000000000011 1.8750000000000002 1437.0092509997228 0.20285000000000003 -0.44699999999999995 -0.5874999999999998 5.4650000000000007 0.44316666666666665 9.6500000000000004 1638.8220125534849 0.27464898789334369 1.1625000000000003 0.16455000000000003 1.1000000000000003 1.1465000000000003 1.0000000180025095e-35 0.82750000000000001 0.40050000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 16 11 8 -8 9 15 -11 -6 14 -14 20 -7 17 -1 -19 -9 -13 23 -23 24 25 -18 28 -28 -25 -26
right_child=1 2 -4 -5 5 6 7 19 -10 10 -12 12 13 -15 -16 -17 21 18 -20 -21 -22 22 -24 26 29 -27 27 -29 -30 -31
leaf_value=-0.00015510668652372243 0.01268584321949803 -0.0055959278100276028 0.0071142392196056605 0.00040152006441468218 0.0069491401842661079 -0.00089251791308843722 -0.0016931591497654837 -0.0010146750309610567 -0.0055849170943625326 -0.0050591573999621969 0.0012071043020848971 0.010829685285594089 0.0090080945673026991 -0.0045896288829361895 -0.0079807502942128416 0.010944864001341918 -0.00013110819447478847 -0.0071500268989312015 0.0032109213312553871 0.010971685692402902 -0.0022225632068751458 -0.0060656097772708844 0.00108317865716718 -0.0007130980213099408 0.00041855533693395267 0.015856465782375505 0.0029008430208796224 -0.00043771732017021224 -0.0063306325533513596 0.0040873625343870248
leaf_weight=91.428448274731636 10.784495562314985 12.390419483184816 11.059439554810522 1656.4605009481311 20.929566979408264 7.9188208580017116 34.103426717221737 6.0825606733560589 128.85019360482693 84.91107751429081 45.630751118063927 6.7516111433506039 19.410741955041889 9.8475002944469434 29.408348441123962 11.987541675567625 7.1663235127925899 43.700706526637077 7.3375671952962866 15.443936184048651 11.095421582460402 34.053315684199333 21.985485211014748 171.15298412740231 242.0985065549612 10.693779930472372 157.2309731990099 235.4073678702116 35.813814431428909 73.685949340462685
leaf_count=411 48 59 47 7405 89 35 188 30 587 372 190 32 86 44 141 52 34 203 32 75 52 151 104 805 1138 48 697 1058 171 354
internal_value=3.20397e-05 0.00426922 0 -9.74299e-06 -0.000451992 -0.00181808 -0.00261232 0.00151981 -0.00347292 -0.00159437 -0.00278842 0.000804206 -0.00073955 0.00407287 -0.0039412 0.00570882 6.0631e-05 -0.00212739 -0.00545489 0.00709738 0.00212725 0.000386332 -0.00307372 0.000605341 0.00174327 0.00885401 -1.03484e-05 0.000872477 -0.00173586 0.00130787
internal_weight=3254.82 34.2344 23.4499 3220.59 1564.13 432.371 334.928 55.6299 279.298 150.448 130.542 97.4432 76.5136 29.2582 47.2554 19.9064 1131.76 142.467 51.0383 21.5265 17.847 989.288 56.0388 933.25 333.645 17.8601 599.605 392.638 206.967 315.784
internal_count=14738 154 106 14584 7179 1973 1529 293 1236 649 562 444 355 130 225 87 5206 646 235 105 84 4560 255 4305 1574 82 2731 1755 976 1492
is_linear=0
shrinkage=0.0106442


Tree=298
num_leaves=31
num_cat=0
split_feature=99 145 3 122 3 130 95 144 28 142 17 145 27 109 48 103 145 3 105 4 142 103 4 109 102 28 52 38 118 56
split_gain=6.84609 12.1886 7.08045 7.87518 7.07283 10.1014 8.25626 10.449 9.19193 9.59481 7.67821 12.1837 8.67892 8.49939 6.97707 10.8503 9.48738 7.70967 6.31665 8.99835 6.49131 6.27345 6.11726 5.99973 13.7323 11.356 8.51944 7.20449 5.98717 5.80838
threshold=0.53589743589743599 0.99265000000000014 1493.6616661351266 1.7435000000000003 1464.1910351326603 1.1835000000000002 1.5000000000000007 0.0018500000000000003 1.7638888888888891 -1.2929999999999999 2.5000000000000004 0.18395000000000003 0.54612500000000008 4.5000000000000009 1.5050000000000001 0.73850000000000005 0.48410000000000003 1445.5487663368617 0.69850000000000001 1468.3080515449144 -0.37499999999999994 0.33250000000000007 1589.7433097853016 3.5000000000000004 1.2305000000000004 3.6458333333333335 2.8450000000000002 0.3189894598631049 2.1000000000000005 1.9550000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 23 -3 -4 6 22 8 -8 -1 -10 12 -12 13 18 15 21 -16 -17 20 -20 -7 -11 -6 -2 25 -25 -26 -27 -13 -18
right_child=1 2 3 -5 5 10 7 -9 9 14 11 28 -14 -15 16 17 29 -19 19 -21 -22 -23 -24 24 26 27 -28 -29 -30 -31
leaf_value=0.013936830861172913 -0.00013846568109381524 0.015280665154899285 -0.0041580997353581131 0.010181307633290988 -0.0050128551118976796 0.0023786320820141696 -0.003914163215552836 0.0089541230417246563 -0.0043999827245204785 0 -0.0049014933501016064 0.013617856968593309 -0.0035774442032127565 0.012085472399647051 0.0029488227756511451 -0.0069303097195493194 0.013748053252318126 0.0052710687118735491 -0.0019911191040040774 0.0056916617967272204 -0.0014512208946608884 0.012824154352139398 0.0052044274129119652 0 -0.0020376874502815827 -0.0079865502170881862 0.0053927408113210095 0.0020513660533013557 0.000674624412684506 0.0020388349927402852
leaf_weight=10.054199233651159 2384.297906331718 8.5748726725578326 8.2395879775285739 8.0551065206527692 54.841023802757263 76.210166871547699 36.428480610251427 8.6351422071456891 16.206685543060303 9.5190029591321963 7.5968186110258129 16.110459282994274 51.681497782468796 7.9318169057369223 56.631222620606422 21.154198378324512 21.973661929368976 7.164190247654914 22.404966801404953 56.555741459131241 145.25253549218178 9.7868648469448072 6.5716795623302451 43.787471354007721 33.076521798968315 67.452018216252327 34.340444713830948 7.3880826979875556 7.7961043417453757 9.0447738468646985
leaf_count=42 10859 38 40 34 260 339 163 38 74 44 33 71 226 33 244 102 98 35 99 248 637 47 31 201 148 305 143 35 33 38
internal_value=3.16166e-05 -0.00021115 0.00718872 0.00228651 0.00100277 0.000232795 0.00264009 -0.00121549 0.00378064 0.00303728 0.000884082 0.005949 0.000411756 0.00111439 0.00400588 0.000480474 0.00580169 -0.003473 0.000789803 0.0033788 -8.59065e-05 0.00682302 -0.00374867 -0.00028683 -0.00213183 -0.00433631 0.00159154 -0.00685543 0.00983587 0.010672
internal_weight=3254.76 2595.21 24.8696 16.2947 659.551 452.953 206.598 45.0636 161.535 151.481 391.54 31.5034 360.037 308.355 135.274 47.6243 87.6497 28.3184 300.423 78.9607 221.463 19.3059 61.4127 2570.34 186.045 118.628 67.417 74.8401 23.9066 31.0184
internal_count=14738 11803 112 74 2935 2010 925 201 724 682 1719 137 1582 1356 608 228 380 137 1323 347 976 91 291 11691 832 541 291 340 104 136
is_linear=0
shrinkage=0.0106442


Tree=299
num_leaves=31
num_cat=0
split_feature=99 145 97 1 1 140 8 48 10 38 149 0 147 103 7 105 6 3 122 130 30 21 28 6 116 135 102 6 98 4
split_gain=6.70833 11.9153 7.10495 9.78627 10.8221 8.93423 8.55398 8.76328 9.08093 8.53786 9.8417 9.96418 7.98084 7.83981 7.59366 7.16039 6.94513 6.8712 7.70383 6.75607 6.8978 7.03564 8.14334 6.75351 7.11774 7.04584 6.46435 7.49214 9.62706 8.84648
threshold=0.53589743589743599 0.99265000000000014 3.5000000000000004 1443.6894829553314 1465.4722674594079 1.0000000180025095e-35 1.6547619047619049 1.5650000000000002 1.6547619047619049 0.30411822727409937 0.52887135189419909 1481.1802108238528 0.44257673405726733 0.73850000000000005 47.001971973997236 0.69850000000000001 1530.2499221542503 1493.6616661351266 1.7435000000000003 2.2360000000000002 0.23265838011226944 0.18333333333333332 4.6833333333333345 1514.8301045478981 0.41650000000000004 -0.061999999999999993 0.97650000000000003 1522.5456905949325 0.52786377708978338 1483.2264211378717
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 14 12 8 -8 10 -6 13 26 -12 -1 -13 23 -3 -19 20 21 22 -9 24 25 -14 -4 28 -28 -30
right_child=1 17 6 4 9 -7 7 19 -10 -11 11 15 16 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0048884660359965132 -0.00028381344763620762 0.015056649342891294 0.00042870280201499699 -0.0083457690600037757 -0.0049894207603004021 -0.0047417789164761401 -0.0092374648429707669 -0.0038870316930931068 0.0044256344582557271 0.0036163754304499741 0.012076073964646699 -0.0037961492593677681 -0.0030823655402006499 -1.6892533746745943e-06 -0.0037522374078903685 0.0071831768169280082 0.0057443417541240905 -0.0041202162572936017 0.010057683383575449 0.00078729408413033693 0.00034040745841662512 0.01214943627244526 0.0097358689111729461 -0.0078678869048021006 -0.00809922080240838 0.0041652176968027185 0.015842999546562975 -0.0019476798079666358 -0.0033508909799546431 0.0080537323848435174
leaf_weight=81.626268535852432 2570.0928877592087 8.6096320599317568 75.209495052695274 24.006477773189545 64.035526096820831 15.914835974574087 9.8925507962703723 8.1835809051990527 11.545472666621206 39.82616326212883 12.958689972758295 40.227083414793015 27.709066808223724 8.3197687715291959 12.019633129239081 7.5994522124528876 13.0181518048048 8.2269048094749468 8.0672562271356565 26.876435846090317 14.84745207428932 36.294917717576027 10.404819980263708 20.439630940556526 12.490573108196257 32.261868968605995 12.008700996637343 10.32937055826187 10.625105991959574 20.972379013895988
leaf_count=368 11691 38 344 111 300 70 47 36 51 180 55 174 125 36 51 33 56 40 34 111 62 153 44 90 57 144 53 45 47 92
internal_value=3.14223e-05 -0.000208887 0.00099269 -0.000161485 -0.00161174 0.00235009 0.00202434 0.00438278 -0.00138975 -0.000616449 -0.00196142 0.000692625 0.000795341 0.00686063 0.00366737 -0.00183219 -0.00130507 0.00710227 0.00225534 0.00577236 0.00754329 0.00930069 0.0031739 -0.00240584 -0.000720323 0.000641574 0.00259925 0.0054314 0.00741996 0.0038867
internal_weight=3254.64 2595 659.643 306.534 196.973 109.561 353.11 118.045 21.438 172.967 133.141 69.105 235.064 21.2785 93.6459 47.8265 105.919 24.9038 16.2942 96.6072 69.7308 54.8833 18.5884 92.9011 72.4615 59.9709 129.145 53.9356 43.6062 31.5975
internal_count=14738 11803 2935 1378 889 489 1557 504 98 778 598 298 1053 91 419 207 472 112 74 406 295 233 80 416 326 269 581 237 192 139
is_linear=0
shrinkage=0.0106442


Tree=300
num_leaves=31
num_cat=0
split_feature=86 85 36 37 129 138 19 132 137 28 90 31 133 30 104 90 105 3 134 123 40 99 3 100 105 17 138 96 80 126
split_gain=9.29713 6.81774 10.5114 7.54164 6.02899 5.95864 6.60216 5.92282 5.47229 6.18599 6.35725 5.89045 5.42328 5.04568 9.90687 11.8816 9.78224 8.4452 9.09467 10.462 8.53676 8.21867 6.98418 6.95303 6.64069 6.5386 9.08577 6.38597 7.35431 6.11135
threshold=3.2828571428571434 0.046629588431590603 4.3650000000000011 0.43732844486647504 1.0000000180025095e-35 8.5000000000000018 1.5000000000000002 0.95000000000000007 7.2500000000000009 3.5857142857142863 -0.054583333333333241 0.15863337204800618 1.5855000000000004 0.10470653377630117 0.72150000000000014 0.064166666666666664 0.38950000000000007 1394.7001812760436 0.16150000000000003 1.4870000000000003 2.1050000000000004 0.63961038961038974 1377.9434811286999 0.90000000000000013 0.54350000000000021 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 0.058849200390419652 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 2 2 2 2
left_child=13 3 8 5 -5 -2 -7 -6 11 -10 -11 -3 -13 14 15 17 25 18 19 29 24 -20 -21 -18 -19 26 -17 -22 -29 -1
right_child=1 2 -4 4 7 6 -8 -9 9 10 -12 12 -14 -15 -16 16 23 20 21 22 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012780478136561601 7.2721860312591237e-05 -0.0063849841395216388 0.010441213437919863 0.0020513675660539794 0.00071895847547210061 0.00088151195320225679 0.012689033586844719 -0.0081733634407470893 0 0.015080557790056145 0.00057181203598507646 0.0062721377845512162 -0.0036134448555955744 1.1146817016281259e-05 -0.0049894987107088609 0.012792917978468784 0.015106934258411555 0.0032085871098024256 0.017137025867586753 0.00027087397796009125 -0.0057085297469506215 0.0016332515226481314 0.012834153883736229 0.0022717753195519164 -0.0038503508440679299 -0.0073557206757506989 -0.0030440230812182859 -0.0055023093777038642 0 -0.010180935153080224
leaf_weight=6.0219733417034176 42.497706264257431 13.274591639637945 24.281106263399124 17.608664944767952 9.9152218103408796 13.536052361130716 12.013053417205809 24.30038982629776 12.135254487395288 10.110785588622095 7.587163418531417 16.036553606390957 8.9556841403245908 2594.1592879369855 67.127695932984352 7.3078220933675784 12.114113613963129 50.614651530981064 7.5412104725837734 22.958114445209507 74.697954222559929 11.619541734457014 7.1820201426744452 11.630028292536734 20.595980361104012 9.3000194132328016 7.6679500043392181 40.110293224453926 96.829750940203667 14.236358568072317
leaf_count=31 177 55 100 72 41 56 49 100 50 41 31 66 37 11702 316 34 59 228 34 105 374 55 32 55 94 46 38 188 483 68
internal_value=-1.5774e-05 0.00213496 0.00432001 0.000363463 -0.002593 0.0027693 0.00684403 -0.00528983 0.00198342 0.00543351 0.00945348 -0.00043211 0.00230992 -0.000168299 -0.00118637 -0.000522611 0.00439748 -0.00122281 0.00202475 -0.000146269 -0.00205856 0.00828277 0.00361267 0.00926209 0.00101961 0 0.0039834 -0.00314386 -0.00166826 -0.00625672
internal_weight=3273.97 212.252 92.3811 119.871 51.8243 68.0468 25.5491 34.2156 68.1 29.8332 17.6979 38.2668 24.9922 3061.71 467.555 400.428 48.0199 352.408 69.5592 50.3985 282.849 19.1608 30.1401 23.7441 71.2106 24.2758 14.9758 211.638 136.94 20.2583
internal_count=14817 875 380 495 213 282 105 141 280 122 72 158 103 13942 2240 1924 232 1692 325 236 1367 89 137 114 322 118 72 1045 671 99
is_linear=0
shrinkage=0.0106442


Tree=301
num_leaves=31
num_cat=0
split_feature=145 99 46 51 29 3 79 96 99 4 95 26 79 24 31 130 134 30 39 2 92 4 30 42 145 137 130 102 2 138
split_gain=6.08968 6.31858 7.92641 5.61479 4.74002 8.75646 11.7707 6.81679 4.99352 9.08228 8.04866 10.1853 10.1787 10.0661 9.17403 7.83526 5.64557 9.20446 6.2185 5.92055 5.54543 5.69107 4.88281 7.79278 5.59059 4.20611 3.30361 2.41746 2.33942 1.88374
threshold=0.99265000000000014 0.60990338164251223 2.7250000000000005 1.5550000000000004 1.0500000000000003 1494.7662411451358 3.222123579545455 3.5000000000000004 0.46410256410256417 1365.9142837073289 7.4999999999999991 0.53414285714285725 2.5062937217256986 0.4642857142857143 0.23887201162329944 1.3540000000000003 -0.82899999999999985 0.18533452807646353 0.32946926545024136 45.770318746667961 -0.76249999999999984 1489.9174711797841 0.10470653377630117 5.6750000000000007 0.23865000000000003 7.2500000000000009 2.1835000000000004 0.80550000000000022 95.402415189172658 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 2 2 2
left_child=3 -2 -3 4 5 6 -1 28 9 27 11 13 -13 -11 15 -12 17 18 19 -10 21 -18 23 -22 -24 26 -19 -6 -7 -23
right_child=1 2 -4 -5 8 7 -8 -9 16 10 14 12 -14 -15 -16 -17 20 25 -20 -21 22 29 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0076330151112000214 -0.00065925772252611197 0.016606044367324435 0.0018338462419937025 -0.0091231739204100104 0.014364204198937703 -0.013374915560368216 0.0085458996479186033 0 0.0092281199367081016 -0.0035618903112027761 0.0017507383908330555 0.012969362988439835 0.0026518433750933323 0.001558862015027807 0.0070401739993827088 -0.0068086145951989788 0.00087998754482402665 -0.0015937532694704334 -0.0090211146066428542 -0.003231624024474444 -0.0015716660948543785 -0.012393847651403148 0.0006382661703022407 0.0055275077851643459 -0.00042786339671546344 0.01179167261124575 0.0075468481979313043 0.0033146816308425335 -0.0033406337062706079 -0.0038838637436670676
leaf_weight=8.1448088884353638 12.55826388299465 8.1394534260034579 12.215114697813986 7.7448507100343695 7.1968007385730726 13.595987200737005 12.556911885738373 9.3729505538940412 7.7132218033075359 54.10330231487751 14.782727941870688 15.392333060503004 51.323078379034996 211.81448197364807 8.7876475900411588 40.738176181912422 10.591274172067644 7.1617197543382662 8.2145985364913923 8.2610285580158216 390.83584763109684 8.7880133986473101 971.27775068581104 17.771223902702332 1304.862575955689 14.07456751167774 7.9234328120946884 7.9418887197971344 7.2837515324354163 12.50763715803623
leaf_count=40 56 37 54 50 31 63 52 40 34 247 66 70 223 942 37 177 48 31 37 36 1872 41 4285 80 5952 59 34 34 32 57
internal_value=-1.53177e-05 0.00453579 0.00825649 -6.47759e-05 -3.98307e-05 -0.00326127 0.00167369 -0.00698505 8.45681e-06 0.00110478 0.000767293 0.00145416 0.00518954 0.000477542 -0.00262233 -0.00434066 -0.000150851 0.00326589 -0.00122465 0.00212777 -0.00022181 -0.00464689 -0.000165345 -0.00123723 2.24671e-05 0.00735074 0.00251177 0.00926062 -0.010377 -0.00788836
internal_weight=3273.68 32.9128 20.3546 3240.76 3233.02 50.9544 20.7017 30.2527 3182.06 412.08 396.942 332.633 66.7154 265.918 64.3086 55.5209 2769.98 53.3486 24.1888 15.9743 2716.63 31.8869 2684.75 408.607 2276.14 29.1597 15.0852 15.1387 20.8797 21.2957
internal_count=14817 147 91 14670 14620 227 92 135 14393 1827 1762 1482 293 1189 280 243 12566 231 107 70 12335 146 12189 1952 10237 124 65 65 95 98
is_linear=0
shrinkage=0.0106442


Tree=302
num_leaves=31
num_cat=0
split_feature=86 48 30 90 138 90 80 80 111 103 11 89 56 90 89 101 5 103 133 26 54 145 134 5 7 80 97 47 5 117
split_gain=9.09822 6.31023 4.84472 9.51552 8.42474 13.2607 7.91445 12.2329 8.02843 10.286 11.23 7.92005 7.4167 6.48746 6.3629 5.93725 5.78182 5.71895 9.71645 5.70281 6.9259 5.51864 6.23933 8.08425 11.3166 9.61511 8.76589 8.43483 7.96913 7.75364
threshold=3.2828571428571434 2.8450000000000002 0.10470653377630117 0.064166666666666664 9.5000000000000018 0.13124999999999998 0.058849200390419652 0.070195801244320552 11.450000000000001 0.41350000000000003 0.86190476190476206 0.23000000000000001 1.8950000000000002 -0.18249999999999991 0.57000000000000017 2.6350000000000002 1464.6898127127222 0.80750000000000022 2.1835000000000004 0.4741428571428572 1.1450000000000002 0.42455000000000004 0.23850000000000002 1493.8596570221168 -18.101650521294683 0.057947988147223906 6.5000000000000009 1.385 1534.3583395405478 0.55000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 14 11 16 -10 -11 12 -8 -13 15 17 -9 18 -1 -7 -21 22 23 25 -25 -4 29 -27 -28 -26
right_child=1 -3 21 4 -6 19 7 8 9 10 -12 13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 26 27 28 -29 -30 -31
leaf_value=-0.0029959980006845546 0.0015737918504194501 0.0093673898396890356 -3.2411534722300664e-05 0.013480836125872664 -0.0032296981803680556 0.0082057080680631913 -0.0022117276939437138 0.0046640460792808135 0.013494120242356291 0.0054882050991031635 -0.0029087765336693145 0.017383048662725078 0.0072329868217993875 0.0028013953379672323 -0.0085998595471398886 0.00634960214814139 -0.0041745311181698328 -0.0061816316506167592 0.010124928506168644 -0.012525013114589737 0.0012691947611677137 -0.0005525061338573084 -0.0007583258410780655 -0.0024484307755105769 0 0.0080765770985988874 0.0093486205842691784 0.0024818964810766689 -0.00047992629242524665 0.003118652662133038
leaf_weight=34.943837895989418 198.87242704629898 13.329230189323424 120.08525234460831 15.085673987865446 16.317502051591873 8.0344846174120921 27.861056104302406 7.8760174214839926 6.3727765083312979 24.806675985455513 64.206802785396576 7.469268053770068 13.811069488525389 10.480267673730848 28.641452714800835 7.0606350451707831 126.36027817428112 42.38086362183094 7.7366073280572882 5.5803011357784298 12.065565675497053 1112.9573672413826 362.93738111108541 142.79311759769917 508.7163947224617 41.561206087470055 25.099360078573227 159.89851720631123 11.807270064949988 108.28523288667202
leaf_count=164 820 55 522 71 79 40 132 35 32 123 315 33 59 48 132 31 633 194 34 30 55 5113 1612 639 2268 176 109 744 50 469
internal_value=-1.50455e-05 0.00211278 -0.000165972 -0.00116412 0.00283822 0.00552442 -0.00174694 -0.000746575 -0.0018918 0.000370871 -0.000450793 0.00348807 0.000666675 0.00945376 -0.00405605 -0.00252944 -0.00357778 -0.00338981 -0.000371753 0.000441927 -0.00249845 9.7054e-06 0.000439233 0.000837296 0.000247494 0.00226603 0.000852245 0.00368816 0.00591995 0.000532109
internal_weight=3273.43 212.202 3061.23 467.091 57.0835 40.766 410.008 289.244 229.623 95.3863 89.0135 59.6217 41.6721 17.9495 120.763 92.1219 134.236 85.0613 42.6804 25.6804 17.6459 2594.14 1481.18 1118.25 796.701 321.545 653.908 201.46 36.9066 617.002
internal_count=14817 875 13942 2240 275 196 1965 1410 1138 470 438 272 191 81 555 423 668 392 198 125 85 11702 6589 4977 3535 1442 2896 920 159 2737
is_linear=0
shrinkage=0.0106442


Tree=303
num_leaves=31
num_cat=0
split_feature=101 146 107 98 38 150 52 96 99 136 3 132 105 127 39 2 136 54 14 4 26 19 127 115 46 136 49 56 3 38
split_gain=7.20961 9.80837 5.86171 10.213 10.3095 8.44264 7.2746 12.0577 8.17044 11.9993 11.1951 10.2175 10.1151 9.07373 8.35616 7.67676 6.94392 6.84282 6.9587 7.12274 6.74649 8.45012 6.37766 6.36333 8.70124 10.2063 6.53833 7.40297 8.27999 6.54557
threshold=0.22500000000000003 0.0035500000000000006 0.40950000000000003 0.86811594202898557 0.18246075425087319 0.46585999493613611 2.3150000000000004 7.5000000000000009 0.53589743589743599 28.750000000000004 1449.0942704194283 1.7070000000000001 0.59150000000000003 0.7320000000000001 0.31416542543219317 -191.46054011090163 12.350000000000003 1.6250000000000002 0.22500000000000003 1704.4687685416313 0.45645833333333335 1.5000000000000002 1.7890000000000004 1.0500000000000003 2.3350000000000004 9.7500000000000018 4.0450000000000008 2.0950000000000002 1632.9383976422782 0.25810929961927592
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 6 -5 -2 7 17 9 10 15 13 -12 14 -10 -8 -15 18 -4 -20 21 -6 -22 24 25 -7 27 -25 29 -29
right_child=2 -3 3 4 20 23 8 -9 11 -11 12 -13 -14 16 -16 -17 -18 -19 19 -21 22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.0042413272927917106 -0.0019797359754203337 -0.0060667062352589658 0.0040162027897722953 0.0078266437224465673 -0.0042562792193663809 0.0084642557154274226 -0.0027321968899257868 0.0071210881298729338 0.0091346538753689938 -0.0083821217373906444 -0.0013857940306773412 -0.0019908204648109206 0.0028988373499183834 -0.00052609927700446248 0.00034532659286346288 0.0069010537060086394 0.0016011219794778667 0.0065197523732706151 -0.0016981025717316015 0.0057250132430510629 -0.0066803565241054458 0.0096530498920507114 0.00040270360314460102 0.0010359806403456033 -0.0019909652248711138 -0.001747056364906708 0.0097879885850563533 0.0044483652021737735 -0.0046037908533294357 0.014509178626706346
leaf_weight=81.517737552523613 106.6811657845974 11.241095319390295 25.345954313874245 8.0152964144945127 11.773982644081117 22.956516340374947 9.1551073342561704 19.764889106154442 24.867955684661865 12.519628912210463 111.00677601993084 275.9851004332304 137.04340945184231 613.83328595757484 29.38731823861599 68.984683334827423 241.94473293423653 12.259206786751745 761.41488767415285 14.317769229412077 79.342980921268463 8.1637590229511243 14.253956973552702 343.28656031191349 120.68035146594048 18.805165514349937 12.272471338510512 44.32415834069252 7.4946064949035636 10.789125993847845
leaf_count=367 528 50 125 33 56 103 39 84 110 55 483 1196 589 2704 131 301 1064 50 3627 66 389 38 64 1552 546 85 64 183 31 45
internal_value=-4.11351e-05 0.00287902 -0.000129986 -0.000373912 -0.00338864 0.000734703 -0.000214048 -0.00101614 0.000217331 0.00167861 0.00209692 -0.000191142 0.00093909 0.000343116 0.00456731 0.00563811 6.30459e-05 -0.00122679 -0.00135843 -0.00154757 -0.00427284 0.00091281 -0.00548957 0.00125153 -0.000485184 0.00361489 0.00195126 0.00168846 0.00509852 0.00660828
internal_weight=3259.43 92.7588 3166.67 2479.38 121.55 687.29 2357.83 833.103 1524.73 338.71 326.19 1186.02 248.05 910.033 54.2553 78.1398 855.778 813.338 801.079 775.733 113.535 19.9377 93.5969 580.609 162.442 41.7617 418.167 405.894 62.6079 55.1133
internal_count=14758 417 14341 11204 580 3137 10624 3952 6672 1467 1412 5205 1072 4009 241 340 3768 3868 3818 3693 547 94 453 2609 734 188 1875 1811 259 228
is_linear=0
shrinkage=0.0106442


Tree=304
num_leaves=31
num_cat=0
split_feature=95 97 119 103 147 35 53 56 27 141 104 91 132 147 141 78 3 3 54 135 105 20 105 119 123 27 145 145 48 147
split_gain=5.80936 8.35859 9.73358 8.07504 7.56613 9.80698 8.40696 8.28685 10.6742 6.58179 7.27374 7.20034 7.13898 8.82224 7.02365 8.62624 7.14098 6.62819 6.7923 6.29874 9.54589 6.67387 6.28959 13.8682 8.21503 6.2286 5.61986 5.58869 9.84872 7.41894
threshold=-1.499999999999998 3.5000000000000004 0.90000000000000013 0.5485000000000001 0.44257673405726733 2.7250000000000005 2.8750000000000004 1.5350000000000004 0.5238750000000002 -0.43649999999999994 0.60350000000000004 0.014583333333333252 1.8945000000000001 0.4519630965593785 0.13100000000000003 1.1083333333333336 1500.9813465897432 1546.9327674676458 1.2850000000000004 0.32900000000000007 1.2965000000000002 2.5000000000000004 0.72050000000000003 2.1000000000000005 1.1465000000000003 0.56211111111111123 0.36180000000000007 0.75220000000000009 1.6950000000000001 0.42304096869314262
decision_type=2 2 2 2 2 2 2 2 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 25 9 8 -7 10 11 26 14 -14 16 -16 -11 -12 -19 22 21 -21 24 -24 -9 -3 -6 29 -29 -2
right_child=27 4 -4 -5 6 7 -8 19 -10 12 17 -13 13 -15 15 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.008309500758045707 -0.00066477348633401431 -0.0039859896955418269 -0.0041445063116855108 -0.0014441184510347036 -0.0044009648203460301 0.012280414246312921 -0.00494472172430401 0.0035466609997729993 0 0.0062255140273422905 -0.0089379886414197533 0.0070326954999465341 -0.0089448320474644471 -0.0003652722753830873 -0.0018820489617161786 0.0030214718802371917 0 -0.0085084571712145327 0.0046292872072716358 0.0076328736285057892 -0.0047059673039344628 -0.0020161267808461733 0.00015792635880893142 0.0091709848448087664 -0.0029130862105793834 0.0041026288676144452 0.0010291319173547689 -0.0022297583570408926 0.001018595066372429 0.000968950022255655
leaf_weight=13.914432168006895 410.16732484102249 64.807470351457596 138.29391485452652 27.512645915150642 45.807821378111839 17.730070754885677 58.159328170120716 27.624727159738541 12.97585880756378 48.481377512216568 30.639173835515976 11.500020787119864 19.169617116451263 56.631081983447075 116.46141986548901 62.139062106609344 36.43121238052845 7.4703682512044933 10.70596858859062 44.737776830792427 10.445200666785238 7.9519719928503028 107.64661015570164 24.295663222670555 98.472340136766434 11.722848325967787 36.175637245178223 239.90980890393257 184.03397573530674 1277.1076159030199
leaf_count=70 1898 326 662 138 202 84 314 127 62 213 137 50 83 244 520 271 163 35 45 196 45 35 480 103 445 56 163 1156 787 5648
internal_value=-4.05081e-05 -0.000652774 -0.0027669 0.00157863 -0.000249497 0.000792568 -0.00109601 0.00156238 0.00690603 -0.000609456 -0.00253588 -0.000668653 0.000167512 -0.00267342 0.00102454 -0.000117257 0.00354969 -0.00589675 -0.00019299 0.00101883 0.00404381 0.0059775 0.000238045 0.0018971 -0.00141471 -0.00260988 -0.00187692 0.000287421 -0.000794899 0.000565582
internal_weight=3259.12 1147.9 179.721 41.4271 968.183 428.411 539.772 351.88 30.7059 481.613 142.299 93.4835 339.314 75.8007 263.513 178.6 84.9126 48.8155 18.1763 321.174 63.1349 52.6897 258.039 131.942 126.097 76.5303 81.9835 2111.22 423.944 1687.27
internal_count=14758 5269 870 208 4399 1959 2440 1577 146 2126 632 415 1494 327 1167 791 376 217 80 1431 276 231 1155 583 572 382 365 9489 1943 7546
is_linear=0
shrinkage=0.0106442


Tree=305
num_leaves=31
num_cat=0
split_feature=101 146 107 98 145 37 115 148 35 133 91 91 52 52 131 78 144 114 14 29 52 96 131 4 35 115 142 110 102 138
split_gain=7.02869 9.61155 5.6955 9.95157 9.00919 8.49059 7.57156 10.1855 9.58748 7.93805 7.81702 8.30416 9.57568 7.55186 12.0825 9.17505 7.44619 10.4631 11.1639 9.73523 7.01094 11.7687 6.82574 9.74907 6.80651 7.39501 6.71079 9.44698 8.57231 7.70936
threshold=0.22500000000000003 0.0035500000000000006 0.40950000000000003 0.86811594202898557 0.92215000000000014 0.67668865241396869 1.6125000000000003 0.26394872426102101 3.4950000000000006 0.84500000000000008 0.052083333333333252 0.13541666666666669 2.9350000000000005 2.1750000000000003 1.4365000000000003 1.6547619047619049 0.00075000000000000012 1.6335000000000004 0.77500000000000013 3.5857142857142863 2.3150000000000004 7.5000000000000009 0.95000000000000007 1404.5571874513419 4.2550000000000008 0.29150000000000004 0.58650000000000013 28.350000000000005 2.4720000000000004 4.5000000000000009
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 2 2 2
left_child=1 -1 4 20 6 -5 7 10 9 -8 13 -12 -13 14 -2 -15 17 18 -9 -19 21 22 23 -4 25 -24 -22 28 29 -28
right_child=2 -3 3 5 -6 -7 8 16 -10 -11 11 12 -14 15 -16 -17 -18 19 -20 -21 26 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0041892108926712837 0.0055828340376051855 -0.0060180475655998928 0.0039532901975211799 -0.0040854577566889995 -0.0042856551090878613 0.0078414870138202239 -0.0048568968160215744 0.0015683886926932107 -0.0010981790485031708 0.0055257522218779553 0.010016682300649215 -0.0012986200098342123 0.011034638805523928 -0.002291727315638965 -0.0033908230720317684 0.0025885974459180479 -0.0060786211355617912 0.014784543827127935 -0.0055188961440519411 0 0.00069283374701988867 0.0070345669336260019 0.0029761378114062692 -0.0032084788726673011 0.0042999986383630007 -0.0012471504167971045 -0.0029015271487296008 0.0078484579001237998 -0.0098035141912081111 7.5382299611473534e-05
leaf_weight=81.608848497271538 65.313514187932014 11.225755393505095 22.285719513893127 114.67652669548988 37.633863568305969 6.6240048557519904 7.9774399846792212 45.408402636647224 41.302193492650986 105.79547287523746 23.170396268367767 27.944502502679825 9.1806853711605054 122.60317751765251 21.435148671269417 66.61898735165596 36.494724377989769 8.6030784398317355 52.164599284529686 15.740871265530584 1049.9828363358974 19.790020778775215 51.17240709066391 251.13385892659426 31.016700685024261 457.06010091304779 140.6678030192852 13.518541201949118 12.709420070052145 307.93853820860386
leaf_count=367 293 50 106 552 175 28 38 223 173 483 103 129 38 556 95 295 176 40 247 73 4607 84 242 1246 127 2147 615 58 54 1338
internal_value=-4.01142e-05 0.0028419 -0.000127937 -0.000368503 0.00072423 -0.00334765 0.00103055 0.000363065 0.00309213 0.00470553 0.00142903 0.00492751 0.00146865 0.000626646 0.00324454 -0.000518073 -0.00183346 -0.000476654 -0.00211309 0.00565134 -0.000210751 -0.000998631 -0.00120717 -0.00258637 -0.000488401 -0.000801275 0.000212503 -0.000827537 -0.00110453 -0.000834687
internal_weight=3258.8 92.8346 3165.96 2478.58 687.387 121.301 649.753 494.678 155.075 113.773 336.266 60.2956 37.1252 275.971 86.7487 189.222 158.412 121.917 97.573 24.3439 2357.28 832.459 812.669 273.42 539.249 508.233 1524.82 474.834 461.316 448.606
internal_count=14758 417 14341 11204 3137 580 2962 2268 694 521 1509 270 167 1239 388 851 759 583 470 113 10624 3952 3868 1352 2516 2389 6672 2065 2007 1953
is_linear=0
shrinkage=0.0106442


Tree=306
num_leaves=31
num_cat=0
split_feature=55 102 128 26 40 86 86 30 98 35 102 37 3 93 56 150 137 130 36 55 137 47 146 123 3 98 22 19 56 78
split_gain=6.3464 10.637 7.71512 6.08568 5.67529 9.24463 11.1113 8.39075 8.27138 8.10996 7.2829 7.51183 8.15621 7.13814 12.5236 7.91537 9.79089 9.51397 10.3357 7.61445 7.07843 8.87593 8.99982 7.15357 6.92725 6.94598 6.70779 6.54445 6.45349 6.44181
threshold=2.0350000000000006 0.65750000000000008 0.77500000000000013 0.42527777777777781 1.7750000000000001 2.3090185676392578 1.0000000180025095e-35 0.25092592592592594 0.57518796992481214 4.1050000000000013 1.9805000000000004 0.37898056138269759 1493.6616661351266 11.400000000000002 2.1550000000000007 0.47790319171422535 3.9500000000000006 1.8165000000000002 2.7450000000000006 1.7450000000000003 16.950000000000003 1.2150000000000001 0.010050000000000002 1.3870000000000002 1472.1661608013883 0.56832298136645976 0.30785714285714288 1.5000000000000002 1.6150000000000004 1.3785714285714288
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 6 24 8 -7 -9 13 12 -12 14 -6 16 26 18 -18 -17 21 23 -23 -10 25 -1 28 -8 -15 -26
right_child=1 2 -4 -5 10 7 27 9 20 -11 11 -13 -14 15 -16 19 17 -19 -20 -21 -22 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0021335932010808556 -0.0065779979972873355 -0.0065186450565433507 0.0050084727603165388 0.0021659048539919633 -0.0013978096348648021 0.007322642724248713 -0.0014738878067793418 -0.0064064319260480479 -0.0037662385973324009 0.0034461429855586661 -0.0062880033201085416 -0.0052122898995464063 0.0064979708184059399 0.010275463204703844 0.0033532167685880279 0.00024979178223260109 0.00074577125106734465 -0.0011929887425236501 0.0054030017571598107 -0.0024490996288012387 0.0073456177159407603 0.0060974091130654787 -0.0032986285372534848 0.002648958737405289 -0.00020554016972111817 -0.0036495372696822804 -0.0051894760075385559 -0.01117692133824999 -0.002999831072944634 0.0027318976101983676
leaf_weight=32.05632010102272 10.495839700102804 60.856536388397217 6.3290873914957038 55.524319604039192 642.53430208563805 48.451927065849304 23.705066189169884 21.421604782342911 48.63775697350502 15.54134741425514 8.3852886855602282 61.533997505903244 15.375289902091025 7.5978950411081296 68.614983841776848 1117.9214167892933 98.397192925214767 57.757991209626198 137.5340171456337 132.36020147800446 26.148604407906532 53.312167420983315 13.170919120311735 31.425739228725433 154.83910386264324 74.015805795788765 34.460014313459396 14.668378382921217 7.3910125643014908 171.49408818781376
leaf_count=136 60 318 33 292 3048 201 112 90 208 64 37 271 67 38 284 4903 478 272 662 654 110 222 55 134 667 326 169 70 34 722
internal_value=0 -0.00227687 -0.00527658 0.000616877 9.55756e-05 0.000919827 9.74334e-06 0.00253912 0.0033419 -0.00197998 -0.000151424 -0.00320714 0.00154411 -3.37758e-05 -0.000924654 0.000357242 0.00178981 0.00254546 0.00350514 -2.75324e-05 0.00216429 0.00116817 0.00407814 -0.00111716 0.000519091 -0.00180288 -0.00248599 -0.00545634 0.00302942 0.00130598
internal_weight=3251.96 133.206 67.1856 66.0202 3118.75 728.889 470.779 258.11 221.147 36.963 2389.86 85.2946 23.7606 2304.57 711.149 1593.42 343.138 293.689 235.931 1250.28 172.695 146.547 66.4831 80.0635 432.405 106.072 49.4489 38.3734 14.9889 326.333
internal_count=14737 703 351 352 14034 3117 2033 1084 930 154 10917 375 104 10542 3332 7210 1653 1412 1140 5557 729 619 277 342 1851 462 241 182 72 1389
is_linear=0
shrinkage=0.0106442


Tree=307
num_leaves=31
num_cat=0
split_feature=55 102 12 26 107 36 147 90 136 138 89 55 30 50 102 138 55 98 136 145 38 101 99 56 103 121 147 144 130 130
split_gain=6.21372 10.4359 7.5838 5.96893 6.32686 5.47875 8.47168 7.90824 6.73172 7.55996 5.79243 6.80872 6.39583 10.5194 12.59 9.33655 7.6356 5.57202 8.58805 8.1032 13.6644 7.91533 10.7419 8.4763 11.2048 8.55249 7.29989 7.18781 14.8345 11.4746
threshold=2.0350000000000006 0.65750000000000008 0.77500000000000013 0.42527777777777781 0.90450000000000019 5.4750000000000005 0.43831445964906096 0.020416666666666656 5.9500000000000011 9.5000000000000018 0.57000000000000017 1.7350000000000001 0.19773830820342447 1.7550000000000001 1.3825000000000001 11.500000000000002 1.6150000000000004 0.78019323671497598 8.8500000000000032 0.17305000000000001 0.28655792183416412 0.45000000000000007 0.72474747474747481 2.0950000000000002 0.87750000000000006 1.8945000000000001 0.45136847331266761 -0.00044999999999999993 0.8660000000000001 2.2930000000000006
decision_type=2 2 2 2 2 2 2 2 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 3 -3 -2 -5 17 7 8 -7 -10 12 -12 15 14 -14 -8 -16 18 -1 20 -19 22 -21 -23 25 -25 -22 28 -20 -30
right_child=1 2 -4 4 -6 6 10 -9 9 -11 11 -13 13 -15 16 -17 -18 19 27 21 26 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00028726489775951247 -0.0065291714897131158 -0.0064672076452289128 0.0049446116759231237 0.0006569188406116707 0.012507512419794311 0.0049966703823994454 -0.00073134853425246154 -0.0064733916914153714 0.00057688088749786371 -0.0085609933386312041 0.010200551904241524 0 0.010695186538164399 -0.0039117198791241304 0.0066676701079099133 0.0094890737488446068 -0.0044378896073403243 -0.00058068920602994528 0.013909393240981737 0.015257514426539439 0.014535628703453825 -0.0018621021261663792 0 0.0059866555759172102 -0.0056363262240309011 -0.0024458630063289985 0.00052135365009420645 0.0015911796204789673 -0.0039375893935451219 0.0062556642822554033
leaf_weight=1276.3571506291628 10.461955979466437 60.688541606068611 6.3425186425447455 49.499281510710716 6.073967531323432 25.449214100837708 109.55452384054661 24.092792555689812 36.161014407873154 13.455743968486784 22.351698145270348 14.201561808586119 32.398342877626419 13.231526106595991 13.210853293538095 11.117680683732031 14.439627662301062 41.740564405918121 6.5870494395494452 7.4368165135383633 13.462730914354326 595.58719390630722 20.783785656094551 50.693098247051239 17.662094637751579 16.585644900798798 8.4998599439859372 632.23452286422253 87.34773214161396 13.925462335348127
leaf_count=5770 60 318 33 260 32 106 461 102 152 56 92 61 135 54 54 47 60 187 30 35 62 2801 100 211 74 69 38 2821 397 59
internal_value=0 -0.00225421 -0.00523088 0.000608454 0.00214095 9.44817e-05 0.00139339 -0.00113598 0.000437314 -0.00168978 0.00252698 0.00652085 0.00172018 0.00420658 0.00617015 0.000123322 0.00048866 -5.52941e-05 0.000235137 -0.000827034 0.00276097 -0.00116433 0.00426846 -0.00140504 0.00167624 0.0037519 0.00958963 0.00115024 -0.0013371 -0.00243237
internal_weight=3251.63 133.066 67.0311 66.0352 55.5732 3118.57 329.665 99.1588 75.066 49.6168 230.506 36.5533 193.953 73.2803 60.0488 120.672 27.6505 2788.9 2016.45 772.452 63.7032 708.749 28.2206 680.528 84.9408 67.2787 21.9626 740.095 107.86 101.273
internal_count=14737 703 351 352 292 14034 1380 416 314 208 964 153 811 303 249 508 114 12654 9077 3577 287 3290 135 3155 354 280 100 3307 486 456
is_linear=0
shrinkage=0.0106442


Tree=308
num_leaves=31
num_cat=0
split_feature=55 145 112 53 127 6 96 36 147 86 4 90 4 3 20 6 52 30 11 98 145 50 101 29 86 107 145 130 10 89
split_gain=6.08047 8.29627 5.886 7.83703 5.96621 5.95852 5.87102 5.36418 8.29041 10.7401 8.75798 8.62111 7.52222 7.94079 7.94879 6.87947 7.33818 6.86062 5.92494 5.45336 7.93106 10.9237 7.75378 8.6839 10.1524 7.88301 6.67053 6.641 9.18657 9.26708
threshold=2.0350000000000006 0.94535000000000013 0.13650000000000004 2.7450000000000006 1.5855000000000004 1501.7563166530279 3.5000000000000004 5.4750000000000005 0.43831445964906096 2.5568475452196386 1473.7780010656672 -0.017916666666666647 1451.5697563998028 1572.4276022814422 1.5000000000000002 1517.0422515468742 3.2450000000000006 0.21073190789473681 1.8619047619047622 0.78019323671497598 0.17305000000000001 1.1950000000000001 0.45000000000000007 4.2928571428571436 3.0875959079283892 0.47750000000000009 0.21535000000000001 1.6835000000000002 0.65476190476190488 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 6 -4 19 10 12 11 -9 13 14 18 -14 -17 -12 -10 27 21 -21 -22 25 -25 -24 -26 -1 -29 -30
right_child=1 -3 4 -5 -6 -7 -8 8 9 -11 17 -13 15 -15 -16 16 -18 -19 -20 20 22 -23 23 24 26 -27 -28 28 29 -31
leaf_value=0.00075970729756675355 0.005999585136485925 0.0084875555988143947 -0.0044090377157277351 -0.0040782631747547701 -0.010546002462110207 -0.00604351512261704 0.0038272932960988553 0.0029146648988611183 -0.0090780592417351001 0.0060334609273662012 0.003040663296112682 -0.0083856369913047624 -0.0021532839259151941 0.0089091888299212257 0.0083632606539109106 0.011729438165951123 0 -0.0056501847586712143 0.0013779512818216609 0.0067173763202797252 0.0042199550539596424 -0.0019408503528236054 -0.0012427623161012117 -0.00084956882953712756 -0.0007738010157407883 -0.0047096824872559099 0.0080847201982615566 -0.004321716163206292 0.00076149160574358885 -0.001602654208744534
leaf_weight=1162.4268175363541 16.863751709461212 7.2370119988918296 18.527692839503288 17.533079728484154 15.937956869602202 36.000831663608551 20.822574526071548 8.9450945258140546 10.03137741982937 69.289464458823204 50.278037548065186 27.512423723936081 83.430401280522346 23.111664950847626 10.389482140541075 9.245096370577814 12.612235501408575 12.400906860828398 12.44146418571472 35.601609766483307 28.25807823240757 28.158555209636688 202.10151180624962 310.75401763617992 12.159385740756987 129.33962693810463 25.802182212471962 65.087200805544853 483.19210083782673 305.85675954818726
leaf_count=5323 73 40 107 103 78 198 104 37 43 286 211 116 354 95 43 39 52 52 52 165 135 122 948 1425 52 622 108 295 2112 1347
internal_value=0 -0.00223101 -0.00293167 0.000557567 -0.00436132 -0.00291392 0 9.35667e-05 0.00137878 0.00250006 -0.00112303 -0.00532523 0.000916793 0.00409774 0.000394623 -0.000674636 0.00448938 0.0011538 -0.00282248 -5.46097e-05 -0.000818301 0.00272906 -0.00115239 -0.00139102 -0.00018586 -0.00262733 0.00497087 0.000232617 -0.000472436 -0.000141618
internal_weight=3251.35 132.923 125.686 34.3968 91.2891 75.3511 39.3503 3118.43 329.688 230.551 99.1365 36.4575 161.262 55.974 32.8623 105.288 21.8573 62.6789 22.4728 2788.74 772.175 63.7602 708.415 680.157 348.716 331.441 37.9616 2016.56 854.136 789.049
internal_count=14737 703 663 176 487 409 211 14034 1380 964 416 153 678 233 138 445 91 263 95 12654 3577 287 3290 3155 1585 1570 160 9077 3754 3459
is_linear=0
shrinkage=0.0106442


Tree=309
num_leaves=31
num_cat=0
split_feature=56 98 48 30 80 114 50 123 99 145 46 145 100 55 55 112 121 44 98 18 55 126 145 84 6 56 29 20 38 1
split_gain=7.20189 7.71616 11.9106 8.42356 7.86592 7.85559 10.1526 8.43698 6.51698 10.5963 13.3484 8.21294 10.469 8.00679 8.81518 8.4366 7.97997 8.45604 9.43626 7.42123 7.35274 7.34708 7.26926 9.41018 11.8565 11.3208 7.63473 7.23132 7.22942 7.21621
threshold=2.1150000000000007 0.58114035087719318 1.9650000000000001 0.10470653377630117 0.058849200390419652 0.63350000000000006 1.4750000000000003 1.9750000000000003 0.6043478260869567 0.99265000000000014 2.7250000000000005 0.75220000000000009 1.1000000000000003 2.0350000000000006 1.9350000000000003 0.38200000000000006 0.64600000000000013 9.6050000000000022 0.66025641025641035 1.5000000000000002 1.8250000000000004 1.3875000000000002 0.58630000000000015 0.012522321428571351 1492.9630588624905 1.5350000000000004 3.4722222222222228 3.5000000000000004 0.25407476604357643 1475.0311887288283
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 -3 4 -4 -2 7 -7 13 11 -11 22 19 14 20 -16 -14 18 -18 28 27 -15 -10 24 26 -26 -24 -1 -13 -25
right_child=1 2 3 -5 -6 6 -8 -9 9 10 -12 12 16 21 15 -17 17 -19 -20 -21 -22 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=0.00098633115171800601 0.0073891798458263335 0.014648022512785092 -0.0092053999951611214 0.0025992951243816883 0.0023473585319040637 -0.0069475227962443277 0.0014011916477714432 0.0043059005786158259 -0.00062167711043715004 0.01753013481975051 0 0.00052458759308519789 0.0080737564982928823 -0.0068973530713657277 0 0.010947547664886422 0.00059081269948231335 0.0035395634412596971 -0.0042866914001719733 0 -0.0028801503519345038 0.002261529484802227 0.0033471528787301116 0.0066154505647422627 -7.0193804923283053e-05 0.0064548496257363893 -0.0046413370352797953 -0.0044605345391693493 -0.007166827766616932 -0.0043085831555713973
leaf_weight=796.30064059793949 11.34528113901615 8.9516038000583631 14.059640750288965 224.1447179466486 10.602476522326468 45.875772014260292 51.082764580845833 7.8251744955778113 1313.7571336701512 8.2171964049339312 10.777558535337446 13.586197242140768 10.987198650836943 30.240919038653374 16.014358937740326 18.439800202846527 75.140255808830261 34.596740335226059 100.66019240021706 33.117748439311981 65.989440500736237 12.617768570780752 20.981911092996597 7.4713438153266898 40.784560173749924 89.064851731061935 34.537205517292023 28.004611998796463 84.333214670419693 44.132109209895134
leaf_count=3537 47 37 60 926 44 193 207 32 6005 37 48 60 51 160 78 88 340 151 481 164 322 62 99 35 206 409 163 124 418 204
internal_value=-1.96165e-05 0.00136689 0.00240418 0.0019215 -0.00381331 -0.000845112 -0.0018368 -0.00511231 -0.000202639 -0.00056387 0.00730214 -0.000647892 -0.00211978 0.000504101 0.000722162 0.00603323 -0.000652542 -0.00115811 -0.00214227 -0.00451859 0.00050484 -0.00395613 -0.00030662 0.00139576 0.00254345 0.00432459 -0.00143332 0.000788553 -0.0059925 -0.00252363
internal_weight=3263.64 373.887 257.758 248.807 24.6621 116.129 104.784 53.7009 2889.75 1922.15 18.9948 1903.15 352.422 967.608 924.749 34.4542 221.384 210.397 175.8 131.037 890.295 42.8587 1550.73 236.972 185.369 129.849 55.5191 824.305 97.9194 51.6035
internal_count=14788 1546 1067 1030 104 479 432 225 13242 8871 85 8786 1665 4371 4149 166 1023 972 821 642 3983 222 7121 1116 877 615 262 3661 478 239
is_linear=0
shrinkage=0.0106442


Tree=310
num_leaves=31
num_cat=0
split_feature=40 55 29 144 86 116 90 150 126 102 13 98 44 99 42 126 108 36 53 148 132 132 86 36 86 91 8 29 108 29
split_gain=6.26455 6.73018 8.39985 6.71109 8.73454 9.7597 8.2724 7.28908 15.0584 11.3939 10.0815 6.66754 6.66447 6.45348 12.1702 7.28486 8.48489 7.20605 7.06536 7.05438 6.68353 7.73921 7.45408 6.56924 6.55636 10.8334 6.77817 6.39572 6.34695 6.3258
threshold=3.6850000000000005 2.1150000000000007 4.3875000000000011 -0.00094999999999999989 2.4301948051948057 -0.58349999999999991 -0.43291666666666656 0.46962878840809003 1.2930000000000004 1.5885000000000002 0.22500000000000003 0.74456521739130443 11.125000000000002 0.64495798319327746 2.8850000000000002 2.7070000000000003 5.5000000000000009 2.4850000000000008 2.4750000000000005 0.27350937747107446 2.2360000000000002 1.1055000000000004 2.6631205673758869 2.5450000000000004 2.7409677419354845 -0.013749999999999948 1.7238095238095241 4.4722222222222232 1.5000000000000002 3.7888888888888892
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -6 -7 8 -1 11 -10 -9 28 14 18 16 24 -16 20 29 21 -5 -22 27 26 -26 -15 -19 -8 -20
right_child=-2 2 -4 13 5 6 12 9 10 -11 -12 -13 -14 15 17 -17 -18 23 19 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0046869357115299605 -0.0013333879950216438 -0.0049268375757126658 0.0049992577562470294 0.0041172427854663787 0.0055793885068746909 0.0046323060176034605 -0.00013762520038246279 -0.0087007294812832345 0 0.0031757510124104872 0.017403807095502263 -0.0024419618085194496 0.0057957658706077877 -0.0010030999942164448 -0.0029199279716222333 -0.0065414295810995787 0.0090002950194329329 0.011623750789898257 -0.0045835342757583357 0.013790983944987465 0.01201827927636384 0.00010864046123885156 0 0.00043028284767261443 -0.0001965535548409672 0.0040991163777674526 0.00079179732841263141 0 -0.0046063127191812228 0.0063454974634207266
leaf_weight=23.064991846680641 366.3881783336401 56.15298867225647 10.666941076517103 85.675116762518883 32.799845010042191 27.413980200886726 83.055238857865334 51.323000267148018 8.6220737397670764 16.486145034432411 7.7728569060564032 40.084268316626549 11.928346544504164 727.20894183963537 70.50480030477047 19.296854987740517 11.880348607897757 12.040842413902284 6.7954497933387783 12.897200852632521 15.572991684079172 166.07884116470814 10.588501036167143 660.80843979120255 166.90318670868874 106.09559562802315 348.64555460214615 10.571982800960539 71.283098086714745 24.69755420088768
leaf_count=118 1676 299 56 373 143 118 364 238 42 72 37 190 51 3430 338 83 51 55 33 60 65 712 44 2949 716 455 1546 47 311 116
internal_value=-1.91997e-05 0.000143391 -0.00318524 0.000225689 -0.00109507 0.00017372 -0.000687556 -0.00311639 0.00056699 -0.00456076 0.00859839 -0.0060709 -0.0016278 0.000430974 0.00104922 -4.3567e-05 4.08697e-05 0.000293531 0.00278434 0.00683566 0.00209949 0.0015145 0.00732785 0.000640399 -3.02638e-05 0.00143444 -0.000411686 0.00631655 -0.00226953 0.0036541
internal_weight=3263.3 2896.92 66.8199 2830.1 373.834 226.481 193.681 147.353 39.4599 107.893 16.3949 91.4073 166.267 2456.26 1076.23 1380.03 1360.73 753.926 322.306 44.3902 277.915 251.754 26.1615 683.421 1348.85 272.999 1075.85 22.6128 154.338 31.493
internal_count=14788 13112 355 12757 1684 987 844 697 197 500 79 428 726 11073 4792 6281 6198 3389 1403 209 1194 1085 109 3051 6147 1171 4976 102 675 149
is_linear=0
shrinkage=0.0106442


Tree=311
num_leaves=31
num_cat=0
split_feature=55 55 102 6 18 19 31 99 140 125 27 55 55 6 120 45 11 134 127 116 135 55 122 137 11 131 97 123 109 27
split_gain=5.13883 13.4184 9.27915 9.37589 7.90134 7.05931 6.87894 6.74468 8.23717 7.05578 6.94739 6.59624 7.37917 6.46753 7.01025 6.41696 6.05993 6.00549 6.22707 7.63164 6.09832 7.04955 6.01852 5.90933 10.1058 9.00029 5.73243 9.80067 6.50543 6.34377
threshold=2.0350000000000006 2.0250000000000004 0.64350000000000007 1490.4445169315575 2.5000000000000004 2.5000000000000004 0.15480030721966204 0.60990338164251223 1.0000000180025095e-35 0.22500000000000003 0.61050000000000015 1.9350000000000003 1.8250000000000004 1501.967995928926 1.1835000000000002 1.3350000000000002 0.37857142857142861 0.6110000000000001 0.52800000000000014 -0.41649999999999993 -0.21099999999999999 1.5750000000000004 2.5530000000000004 7.9500000000000011 0.96666666666666667 1.1835000000000002 7.5000000000000009 1.2970000000000004 1.5000000000000002 0.62050000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 -5 -4 11 9 -9 16 12 26 -13 -15 -7 -10 18 19 -11 21 -19 -20 24 -18 -25 29 -28 -29 -1
right_child=2 -3 6 5 -6 15 -8 8 10 17 -12 13 -14 14 -16 -17 23 20 22 -21 -22 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=0.00089090714047108336 0.013186480175912341 0.014561365766855636 -0.0071569780018505566 -0.0048573398550539621 -0.0003794762032136865 0.010786968103245604 0 -0.0057012363363376835 0.0092585666237577288 0.012658236179635501 0.010079571674304472 0.00053703789582515774 -0.0028523719418929619 0.017834901598898251 0.0010863945489025389 -0.0016406107130030165 -0.0054979596515020287 0.01284359014035465 -0.00060902797254030593 0.00052514944469448982 0.0003446708545307986 0 -0.0046582802812180739 0.006067790225469525 0.00087546036869830246 -0.00021845049171512426 -0.0060706834637146755 -0.0029636587169789754 0.0047781314998321224 0.0063031008138365518
leaf_weight=857.39057318866253 10.777760967612268 7.2206009924411765 46.232425026595592 29.61601322889328 6.2724340111017218 7.9031220972538021 22.63287191092968 30.459961667656898 9.9152894467115384 8.4662419408559781 10.336849972605703 17.733324900269508 65.912543565034866 7.822751507163046 6.7167628109455109 8.8580658137798292 36.967360109090805 11.741741612553598 1614.4791332781315 26.114790201187134 48.100395753979683 7.3403317481279364 43.657449916005135 46.998677954077721 112.84419935941696 50.486608505249023 35.867555141448975 21.194403856992722 26.913647383451462 26.063213363289833
leaf_count=3778 55 34 248 163 30 36 112 145 45 39 45 86 322 37 32 53 169 50 7354 123 213 34 183 210 499 220 156 90 114 113
internal_value=-1.87959e-05 6.47885e-05 -0.00207616 0.000719226 0.00758044 -0.001577 -0.00480317 2.79178e-05 -0.000324504 -0.000588972 0.00140602 0.000718359 0.000559039 0.00549451 0.0108193 0.00359316 0.00101666 -0.000494528 -0.00062341 0.00379903 0.00259658 0.00772312 -0.00072197 0.00064377 -0.000627201 0.00270458 0.00080231 -0.00180953 0.00114932 0.00106245
internal_weight=3263.04 3130.74 132.293 63.4274 17.0502 46.3772 68.8653 3123.52 2057.91 1790.36 267.549 1065.61 1033.34 32.2728 14.5395 16.7612 257.212 1759.9 1692.72 34.581 67.1825 19.0821 1658.14 247.297 149.812 97.4853 967.429 83.9756 48.1081 883.454
internal_count=14788 14091 697 337 85 252 360 14057 9329 8141 1188 4728 4573 155 69 89 1143 7996 7699 162 297 84 7537 1098 668 430 4251 360 204 3891
is_linear=0
shrinkage=0.0106442


Tree=312
num_leaves=31
num_cat=0
split_feature=123 139 95 135 138 113 105 41 34 78 137 141 55 141 123 4 89 4 123 34 10 103 103 110 120 4 39 10 120 79
split_gain=6.13746 7.58279 6.61485 10.999 8.29023 9.34146 9.32513 9.08191 8.0717 7.80031 8.93499 7.78611 7.61594 7.51032 7.63616 7.46075 7.12939 6.97698 7.55557 7.26109 6.9148 12.7882 7.32418 6.81266 6.60358 6.91203 6.58353 6.69782 6.47358 9.12087
threshold=2.1465000000000001 1.0000000180025095e-35 -1.499999999999998 0.30550000000000005 4.5000000000000009 0.76350000000000018 1.2615000000000001 2.0050000000000003 1.8250000000000004 2.577380952380953 8.0500000000000025 2.0240000000000005 2.0350000000000006 -1.2094999999999998 0.81500000000000006 1439.2465105320982 0.29000000000000009 1697.8840677194651 1.3100000000000003 2.0750000000000006 2.3095238095238098 1.4055000000000002 2.0335000000000005 17.150000000000002 0.52800000000000014 1675.6550824252454 0.22370887774238962 1.8619047619047622 1.4145000000000001 3.0235563623789772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 5 6 17 -8 15 10 11 -1 24 -10 -15 -5 23 18 19 -4 21 -16 -22 -14 -6 28 -17 -28 -26 -30
right_child=1 -3 4 8 12 -7 7 -9 13 -11 -12 -13 16 14 20 26 -18 -19 -20 -21 22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0022370930595574379 0.004012668099139847 -0.0011569714312514039 0.00087801418548032076 -0.011503885940843676 0.0067194785091946596 0.0067048789107918994 0 -0.014807015929902414 0.012510174329738388 -0.0071429195716162597 0.00019362420428039063 0.0067690102072916567 0.001694376351440142 -0.0080795008188088557 0.0021129557339309452 0.0057420619775977264 -0.01045534965131116 0.0072363771802376534 -0.0021052925931964997 -0.0030767525011204219 -0.0013797951555915985 0.013257869429239131 0.0079212362389709454 -0.0074152435582344137 -0.0002085319232395176 0.0051771732589870533 0.0051491903963778807 -0.0062141788150617185 0.00038043905408378069 0.0030138469409045541
leaf_weight=495.44331707060337 90.006935343146324 45.897720262408257 300.2554315328598 8.094935476779936 22.263145864009857 18.520779401063919 7.628821253776553 10.652942627668379 8.7711906135082227 26.054186910390854 331.27364136278629 10.569476276636122 30.037863343954086 7.5039646476507178 48.758849382400513 13.6925982683897 11.966448225080965 12.108175426721571 296.79405410587788 63.429789766669273 54.609887406229973 16.843449756503105 11.576461926102636 12.983933195471762 538.51789009571075 40.17872266471386 6.9928569346666363 22.485226795077324 423.6237802952528 239.66902808845043
leaf_count=2314 382 197 1352 36 104 81 35 45 40 116 1525 46 149 38 228 60 71 55 1342 312 244 75 49 64 2469 174 32 99 1875 1003
internal_value=-2.02959e-05 0.00218957 -0.000120844 -0.000803378 0.00023152 -0.000688808 -0.000902205 -0.00845419 0.00142506 -0.00133004 -0.00113662 -0.00202824 0.000734358 0.00271691 0.00202491 -0.00210134 -0.00310061 -0.000681333 -0.000842369 0.000159419 0.00267986 0.00513436 8.84923e-05 -0.000811011 0.000909458 0.000796863 -9.52257e-05 -0.00316259 0.000641691 0.00134779
internal_weight=3227.21 135.905 3091.3 1062.67 2028.63 709.39 690.869 18.2818 199.329 863.341 837.286 506.013 1319.24 148.064 139.293 51.2656 54.9882 672.587 660.479 363.685 131.789 65.6023 66.1863 43.0218 1264.25 1241.99 43.1707 29.4781 1201.81 663.293
internal_count=14612 579 14033 4902 9131 3222 3141 80 901 4001 3885 2360 5909 674 634 227 284 3061 3006 1664 596 303 293 213 5625 5521 191 131 5347 2878
is_linear=0
shrinkage=0.0106442


Tree=313
num_leaves=31
num_cat=0
split_feature=27 126 141 95 3 4 55 94 119 77 36 137 35 110 51 141 80 31 122 120 120 26 27 10 124 12 47 120 7 94
split_gain=7.17565 8.99489 6.1722 6.05662 10.8432 9.43746 19.8833 9.1352 11.2019 8.27292 11.024 9.60506 11.3415 8.21115 7.37936 7.10718 6.8079 6.76929 6.67348 6.44782 8.27981 8.18859 7.09418 6.45456 6.65864 6.23265 9.6726 6.05586 7.95337 6.22462
threshold=0.42683333333333334 2.0500000000000003 -1.7929999999999999 -1.499999999999998 1401.0278943280066 1697.8840677194651 1.5550000000000004 16.050000000000004 0.90000000000000013 0.65476190476190488 2.6350000000000002 3.9500000000000006 2.7750000000000004 10.750000000000002 1.1650000000000003 -0.60349999999999981 0.057580777954459206 0.16244658119658123 1.1465000000000003 0.68350000000000011 0.84500000000000008 0.55211111111111122 0.45414285714285713 0.099999999999999964 0.22500000000000003 0.36666666666666675 1.3750000000000002 2.2110000000000007 13.538584571711114 28.050000000000004
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 2 2 2
left_child=1 2 -1 4 9 19 -7 8 16 -2 11 -11 -13 -12 -10 -15 -6 18 -18 21 22 25 -21 -22 -25 26 -5 -9 29 -29
right_child=3 -3 -4 5 7 6 -8 27 14 10 13 12 -14 15 -16 -17 17 -19 -20 20 23 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0055797510659423653 -0.00898361889672648 0.0070224948185346791 -0.0022884404607885194 0.010462960745074244 0.011087378765677849 0 0.015053769362537054 -0.00077171389407349811 -0.0012728423313375454 -0.0069471358782430921 0 -0.0050695315316881635 0.0044175835270723962 0.0023623031040275397 -0.0081340678011147215 0.017849510045637073 -0.0027218581750388699 -0.010096838161404279 0.011770996538750666 0.0040371498239474583 -0.0091838982256986258 -0.0071616425953320052 -0.0036603795333846429 0.0070138115070776186 0.00042442361214141259 0.0091454775835937974 -0.001152349339254493 -0.0030943788683257161 0.0083366459828240983 0.0073304040026973558
leaf_weight=11.033161103725432 6.6102899610996237 12.737019121646879 287.06799495965242 10.859194561839102 7.0216500163078335 24.608644977211952 15.559299394488333 744.89131774008274 32.484694600105286 13.546673536300657 7.9547456800937679 16.776451513171196 73.823223158717155 6.9923913627862992 53.852540120482445 12.239718362689013 7.2179976701736468 6.4559191167354575 5.9383392333984375 14.565138578414915 7.7291240543127051 6.5186341851949683 95.921824336051941 17.809633940458298 1621.9198448210955 24.639781191945076 27.903455853462219 23.820695698261261 19.496028035879135 8.8798768669366819
leaf_count=50 32 56 1333 47 31 104 71 3399 143 62 37 83 323 33 276 56 39 34 30 70 36 32 460 79 7217 122 135 103 82 37
internal_value=-1.99104e-05 -0.00156012 -0.00196203 0.000140672 -0.000501973 0.000506824 0.00563005 -0.000931685 -0.00377937 0.00225692 0.00290257 0.00120961 0.00254503 0.00900197 -0.00567404 0.0127643 0.00196849 -0.000761288 0.00302222 0.0003885 0.000255982 0.00357018 -0.00255067 0.000450579 0.000502392 0.00483905 0.00183095 -0.00051492 0.00294874 0
internal_weight=3226.88 310.838 298.101 2916.04 1048 1868.03 40.1679 910.059 112.971 137.943 131.333 104.146 90.5997 27.1869 86.3372 19.2321 26.6339 19.6123 13.1563 1827.87 1757.95 69.9211 110.487 1647.46 1639.73 63.4024 38.7627 797.088 52.1966 32.7006
internal_count=14612 1439 1383 13173 4800 8373 175 4174 553 626 594 468 406 126 419 89 134 103 69 8198 7862 336 530 7332 7296 304 182 3621 222 140
is_linear=0
shrinkage=0.0106442


Tree=314
num_leaves=31
num_cat=0
split_feature=123 99 91 53 10 37 150 41 95 135 3 103 138 86 113 105 17 142 12 123 112 11 99 55 123 84 29 31 5 10
split_gain=5.97363 6.59496 7.18075 7.10748 6.86133 7.38108 6.60887 6.61244 6.35949 10.7505 9.26808 8.68215 8.11434 12.1226 9.12504 9.20893 9.24084 7.7859 7.69918 7.92316 7.68668 7.65386 7.15629 7.13552 7.28456 8.76439 7.71487 6.99213 6.81576 6.67721
threshold=2.1465000000000001 0.7947368421052633 -0.15791666666666662 2.4450000000000007 1.5166666666666668 0.38487673417166646 0.59762342436974802 2.0950000000000002 -1.499999999999998 0.30550000000000005 1412.1074759687181 1.8400000000000001 4.5000000000000009 3.1026315789473689 0.76350000000000018 1.0535000000000003 1.5000000000000002 -0.20799999999999999 0.36666666666666675 1.2425000000000004 0.22750000000000004 2.577380952380953 0.18333333333333332 2.0350000000000006 1.9045000000000003 0.0175478468899521 3.8944444444444448 0.235533237685318 1471.2424570222959 2.5166666666666671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 6 5 -3 7 -4 9 21 29 17 14 23 15 16 22 -12 -18 -20 -15 -1 -10 24 25 28 -26 -13 -14 -11
right_child=1 4 3 -5 -6 -7 -8 -9 12 10 11 27 13 20 -16 -17 18 -19 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0011179793289970634 -0.002285962309897826 0.0073692531055234035 0.015225571230384524 -0.0025724257884175939 -0.0071232078985636283 -0.0053149614250027457 0.0031367957864823857 0.0038007434443192703 0.0038097067774396248 0.010546374020182946 0.0067953040957692808 0.0097817460175564086 0.0093356220124681394 0.0066047894360225408 0.0066159284096371047 -0.0057586420158824763 -0.00016663355321081195 -0.0014542732868928702 0.010218193131060323 0 0.0012158407828671083 -0.0070738305877185905 -0.0013613056390659501 -0.0034064804481975697 -0.00864152317727678 -0.0012116981622801511 0 -0.0010039402053367192 0.0010927568038720534 0
leaf_weight=836.66639311611652 17.019284054636955 12.913326323032381 15.67048090696335 10.486359134316443 15.278229251503943 7.8882396668195716 42.835903167724609 13.857329383492468 31.199051886796951 19.583162486553196 14.173936754465101 18.272867709398273 11.899708747863768 61.089712843298912 18.552087098360062 41.916676610708237 41.98060742020607 129.51711314916611 22.859332546591759 16.257898986339569 70.390125676989555 26.001641541719437 536.50110739469528 53.234443031251431 19.368449822068214 204.21292117238045 29.320001110434532 8.2557667046785337 869.90072423219681 9.5454286485910398
leaf_count=3885 73 57 66 49 65 35 177 57 138 89 63 79 53 254 81 184 189 592 104 74 291 116 2452 277 87 919 127 36 3901 42
internal_value=-1.9675e-05 0.00216007 0.00360217 0.00493838 -0.00154087 0.00205482 0.00617178 0.0102193 -0.000118949 -0.000788497 0.00141416 0.00039903 0.000226387 0.000723836 -0.000684201 -0.000895468 -0.000565103 -0.000567499 0.00276037 0.00616987 0.00379952 -0.00130966 -0.00105864 0.000374589 0.000561225 0.000749748 -0.00342836 0.0060297 0.00121589 0.00698608
internal_weight=3226.65 135.949 99.8694 82.8501 36.0798 20.8016 72.3637 29.5278 3090.7 1062.02 199.348 170.22 2028.68 1319.42 709.267 690.715 648.798 143.691 81.0978 39.1172 131.48 862.668 567.7 1187.94 1134.7 1086.01 48.6885 26.5286 881.8 29.1286
internal_count=14612 579 422 349 157 92 300 123 14033 4902 901 770 9131 5909 3222 3141 2957 655 367 178 545 4001 2590 5364 5087 4873 214 115 3954 131
is_linear=0
shrinkage=0.0106442


Tree=315
num_leaves=14
num_cat=0
split_feature=86 7 77 56 41 34 147 111 121 104 112 28 3
split_gain=5.87615 4.96408 4.8374 8.35574 4.68178 4.78107 6.15638 4.23741 4.05694 3.9321 8.1195 6.20113 3.86042
threshold=4.1339285714285721 -0.63525226362457932 0.099999999999999964 1.6250000000000002 3.4850000000000008 9.8900000000000023 0.44874925946971994 31.450000000000003 0.29300000000000004 1.4490000000000001 0.52250000000000008 5.6125000000000007 1568.1673323789585
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 8 -4 11 -11 -10 -9
right_child=1 -3 4 -5 -6 6 -8 12 9 10 -12 -13 -14
leaf_value=-0.011252045556783724 0.012085951009679349 0 0.0072598174011457703 0.0023452171564917156 0.0084493355406788772 0.012217918513668527 0 -0.0087349757190046933 -0.00021843488069588334 0.00015554688851633367 -0.0053709513261763955 0.001296257249601076 0
leaf_weight=11.657500624656679 8.2650788277387637 7.841933384537696 8.4209938496351224 7.2397308349609366 7.2555428296327582 8.1302510648965853 10.997648879885672 12.359123423695566 2704.1144920662045 69.905620574951172 48.685646221041679 344.81237381696701 7.8799684792757025
leaf_count=63 34 32 39 33 30 33 45 59 12352 305 207 1486 35
internal_value=-7.48985e-05 0.00632737 -0.000109949 -0.00548755 -7.51583e-05 -9.76576e-05 0.00519462 -0.000132613 -9.83023e-05 -0.000121177 -0.00202479 -4.36924e-05 -0.00499821
internal_weight=3257.57 16.107 3241.46 18.8972 3222.56 3215.31 19.1279 3196.18 3175.94 3167.52 118.591 3048.93 20.2391
internal_count=14753 66 14687 96 14591 14561 78 14483 14389 14350 512 13838 94
is_linear=0
shrinkage=0.0106442


Tree=316
num_leaves=31
num_cat=0
split_feature=86 108 131 11 36 150 55 103 91 44 44 35 139 102 118 112 115 123 37 104 80 104 86 4 99 4 135 120 132 36
split_gain=5.75743 5.07334 13.3537 9.5368 10.0358 9.45482 8.36304 11.9103 8.36743 7.22285 9.91152 10.5024 10.1886 9.84037 8.93197 8.85046 8.36917 7.43566 10.6633 7.04806 7.59858 8.69829 8.70833 8.10122 6.6904 6.46166 6.1919 5.9623 6.55574 5.91966
threshold=4.1339285714285721 1.5000000000000002 0.84500000000000008 2.577380952380953 3.5450000000000004 0.60942003008724055 1.5650000000000002 0.42150000000000004 0.10874999999999997 11.825000000000001 8.5850000000000026 4.7250000000000005 1.0000000180025095e-35 1.4435000000000002 1.1000000000000003 0.59050000000000014 1.0500000000000003 1.0515000000000001 0.31111267794858655 1.4490000000000001 0.049926622243376156 1.1235000000000002 2.8956442831215976 1584.4937502789664 0.42261904761904762 1374.4311729432791 -0.1055 1.6835000000000002 0.89450000000000018 2.8150000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 -5 19 7 -7 26 10 11 12 13 -1 -11 -14 27 18 -18 20 24 23 -23 -22 -4 -19 -9 28 -12 -16
right_child=-2 2 5 4 -6 6 -8 8 -10 14 16 -13 15 -15 29 -17 17 25 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.8653943445846839e-05 0.0062651299736102787 -0.0025299758232171059 0.0057641386565167058 -0.0064327504949380204 0.00032917230764919954 -0.0076839426380712738 -0.0037757084136567768 0.0017550977915614407 -0.0026245536165403613 -0.010616710702337211 -0.0043053231179964405 0.0032510826470673478 -0.0014635803164878946 0.0045747572874766367 -0.0062899018419774909 -0.009785439085222003 -0.0029211110558074981 0.011154312200331043 0.0079866514995510021 -0.0045385204886978824 0.00036754344463553343 0.0053062701505911481 -0.0040723535571381827 -0.0027100887975550505 -0.0042828663332864217 0.0015430133685060618 0.0078430040287843714 -0.0035889917113722364 0.0027878870415141296 0.0040253956828837038
leaf_weight=928.29397571086884 16.097408458590508 316.88518850505352 7.5046987384557715 48.844705626368523 45.030419573187828 9.021698981523512 18.747519999742508 34.316364765167236 13.65349195897579 14.804318919777868 18.013053119182587 106.87312573194504 285.51944415271282 57.337361931800842 10.731678679585459 15.90001021325588 10.868502244353293 8.6348983049392682 55.059758543968201 45.240756824612617 474.23045375943184 62.231717184185982 12.40004652738571 120.92200194299221 75.01946097612381 254.73475190997124 62.722290366888046 44.433142215013504 68.081061691045761 15.188945472240446
leaf_count=4370 66 1452 32 220 192 38 82 142 56 64 79 437 1346 252 46 72 48 37 240 195 2156 271 53 551 325 1114 259 193 301 64
internal_value=-7.39426e-05 -0.000108662 -0.000641341 0.000221711 -0.00307739 0 0.00256558 0.00364628 0.00466452 0.000390727 0.000493189 3.84562e-05 -0.000220159 0.000294343 -0.00401555 -0.00193737 0.00184886 0.00275697 0.00602932 -0.00044769 -0.000187737 0.00017292 0.00360742 -0.000240134 -0.00324205 0.00189797 0.00579823 -0.000361763 0.00118194 0
internal_weight=3257.34 3241.24 1252.9 1988.35 93.8751 936.011 138.461 119.714 110.692 1894.47 1853.75 1393.92 1287.05 985.631 40.7249 301.419 459.825 329.298 65.9283 797.549 752.308 669.784 74.6318 595.152 82.5242 263.37 97.0387 130.527 86.0941 25.9206
internal_count=14753 14687 5612 9075 412 4160 577 495 457 8663 8489 6477 6040 4622 174 1418 2012 1439 288 3583 3388 3031 324 2707 357 1151 401 573 380 110
is_linear=0
shrinkage=0.0106442


Tree=317
num_leaves=31
num_cat=0
split_feature=9 56 44 135 5 99 148 97 8 123 78 135 103 95 99 145 27 47 47 105 1 135 55 50 3 7 120 26 26 105
split_gain=5.0567 8.40639 5.0277 5.03971 7.5229 8.26561 5.82253 5.78829 5.70306 6.32923 5.45005 10.928 6.33891 5.2881 9.08442 8.45483 8.8236 8.32505 12.3015 12.7048 8.80642 7.8212 10.22 7.80475 7.47254 7.33285 6.97156 7.65989 10.0492 8.94877
threshold=0.099999999999999964 1.6250000000000002 12.225000000000001 0.58900000000000008 1486.2707333592127 0.6132478632478634 0.25070180469638537 4.5000000000000009 2.8166666666666669 0.75750000000000017 1.3785714285714288 0.71950000000000014 1.0625000000000002 -1.499999999999998 0.64495798319327746 0.27675000000000005 0.41436507936507944 1.8950000000000002 1.655 1.0615000000000003 1543.0406860943872 0.29450000000000004 1.3050000000000004 1.3050000000000004 1470.1531340712406 -35.619759515171488 0.64600000000000013 0.52527777777777784 0.52612500000000006 1.2005000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 5 -5 -7 -8 9 -6 12 -12 -11 14 17 21 -17 18 25 -20 24 22 -16 -18 -19 -2 -15 -28 -29 -30
right_child=2 -3 -4 4 8 6 7 -9 -10 10 11 -13 -14 26 15 16 23 20 19 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.011266141065593923 0.0029823666154685708 0.0023342532447322246 -0.0048768145534553277 0.0119643308631272 0.0096819115150443349 0.0084872962777349046 -0.0084641413027864761 0.0041569623157504685 -0.0077960587290078374 -0.0034778474366877372 0.0063614413446803283 -0.002568820320517977 0.0016903515391524517 0.00360092655727721 0.0016109887634348044 0.0095086219940936998 -0.002186131203676851 0.0029286632993107443 0.0018997562935807169 0.011246195605679545 -0.0063510524406225144 0.00090012900865998067 -0.0059709605621929753 0.0029569032103721744 -0.003643642741429442 -0.00098723449486809185 -0.00039417594877191978 0.013144160284607218 0.0012198730996270443 -0.0039379460540606738
leaf_weight=11.807913266122343 62.193913489580154 7.2417666167020789 24.144977286458015 15.444118633866308 9.2266848087310773 8.9156092107296008 8.3733776658773404 6.9640614390373221 8.5192960947751981 54.992723748087883 40.929992258548737 22.981923893094063 49.765013411641121 66.22907492518425 21.551261350512505 9.3093122094869596 153.36557081341743 39.12672170996666 115.42508712410927 20.322064951062202 43.199214532971382 30.082219183444977 125.04549695551395 41.37570732831955 38.74362651258707 327.60277871787548 1263.0396022945642 7.8004130572080603 583.30226729810238 39.981866970658302
leaf_count=64 264 33 102 66 42 38 39 31 36 249 176 101 218 321 93 45 754 200 539 93 227 140 586 175 208 1410 5729 35 2567 172
internal_value=-7.31733e-05 -0.00554513 -3.77399e-05 0 0.0015308 0.00576909 0.00139138 -0.00204934 0.000571969 0.00103169 0.000496289 0.00298606 -0.000922543 -0.000117342 -0.000738156 -0.00204287 -0.000506882 1.38419e-05 0.00060962 0.00337626 -0.00248567 -0.00375744 -0.00478476 -0.00103954 -0.00020658 -0.000326948 0.000202649 7.82873e-05 0.00104049 0.00087218
internal_weight=3257 19.0497 3237.95 3213.81 226.113 39.6972 24.253 15.3374 186.416 177.896 168.67 63.9119 104.758 2987.7 1027.34 380.73 204.051 646.613 525.544 135.747 121.07 176.679 146.597 194.741 77.8703 389.797 1960.35 1894.12 631.085 623.284
internal_count=14753 97 14656 14554 996 174 108 70 822 786 744 277 467 13558 4734 1793 974 2941 2306 632 635 819 679 929 408 1674 8824 8503 2774 2739
is_linear=0
shrinkage=0.0106442


Tree=318
num_leaves=31
num_cat=0
split_feature=94 8 141 5 8 35 0 140 11 110 130 35 16 12 141 133 41 106 40 147 8 134 143 89 113 3 3 30 79 127
split_gain=5.80436 7.78533 11.1486 8.11928 10.0414 8.66501 9.88626 9.78886 9.42415 11.4567 8.92292 8.81653 8.72641 11.4466 8.41674 8.13473 7.83347 7.68371 12.3191 9.94601 7.96729 7.64638 14.0408 8.97756 8.02546 7.76257 7.29835 7.1973 7.08322 16.9709
threshold=19.050000000000004 0.74166666666666681 0.053500000000000013 1515.3846941406914 3.7000000000000006 3.2350000000000008 1561.8493226654905 1.0000000180025095e-35 1.7238095238095241 9.5500000000000025 1.8165000000000002 2.7150000000000003 1.5000000000000002 1.0000000180025095e-35 -0.58799999999999986 0.84500000000000008 2.0350000000000006 0.47750000000000009 1.7150000000000001 0.4519630965593785 2.0333333333333337 0.23850000000000002 0.79500000000000015 0.37000000000000005 0.47750000000000009 1354.5921125719169 1635.4278623540374 0.11152570480928686 2.7126657965823902 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 2 2 2 2 2 2
left_child=1 2 -1 5 17 7 14 10 9 11 12 -9 13 -3 16 -14 -7 18 -5 -20 28 -2 23 25 -25 -23 -22 -27 29 -19
right_child=21 3 -4 4 -6 6 -8 8 -10 -11 -12 -13 15 -15 -16 -17 -18 20 19 -21 26 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0022442426719157093 0.0011286761476734352 0.0023942695154433075 0.0044370388395399349 0.0037565982006826301 0.010163530879508637 0.010146413942593293 0.0055088137850289286 0.00050924240858345074 -0.0030792464607192257 0.00069695354123394183 -0.0029725800095049162 0.014115198090945727 0.014564439569515975 -0.0014920766633625144 1.1604752456109468e-05 0.0021093326255394243 0.0020918454718862204 -0.0013038518001911462 0.00066197870608133698 -0.0058232195578156185 -0.0062251169549431742 0.012538882305694023 -0.005549427823482749 0 -0.0087534059245021178 -0.0043797914593285163 0 0.0018396233311031612 -0.0028117216969648895 0.010435203262752896
leaf_weight=344.34296458959579 896.30842058360577 113.78615118563175 29.885122537612915 71.779768779873848 8.4905887991189939 17.743793472647667 64.683107435703278 9.6355688124895114 18.924249038100243 34.666925191879272 148.6299047768116 20.133632034063339 7.5052343755960456 338.61758343875408 299.67585206031799 46.991518527269363 89.368787303566933 55.589980773627758 62.006421521306038 44.190554827451706 85.698007464408875 6.9950520992279044 57.859254315495491 25.807287305593491 20.671826973557472 23.907918557524681 27.806267723441124 147.37969572842121 103.00420708954334 18.217786028981209
leaf_count=1654 3988 533 146 303 35 78 275 46 85 162 689 93 37 1639 1289 225 378 264 287 201 370 30 259 113 92 111 119 647 449 81
internal_value=4.36842e-05 -0.000293525 -0.00168265 8.37981e-06 -0.00116175 0.000477985 0.00160829 -0.000229042 0.00318471 0.0051872 -0.000679156 0.0100637 0 -0.000491411 0.00096228 0.00401717 0.00352409 -0.0013895 0.000299833 -0.00193783 -0.00246127 0.000642199 -0.000863496 0.000296097 -0.00380984 0.00142539 -0.00468758 0.000910276 -0.00097275 0.00145151
internal_weight=3240.3 2061.37 374.228 1687.15 476.784 1210.36 471.472 738.891 83.3604 64.4361 655.53 29.7692 506.9 452.404 406.788 54.4968 107.113 468.293 177.977 106.197 290.316 1178.93 282.621 224.762 46.4791 178.283 113.504 171.288 176.812 73.8078
internal_count=14678 9438 1800 7638 2109 5529 2020 3509 386 301 3123 139 2434 2172 1745 262 456 2074 791 488 1283 5240 1252 993 205 788 489 758 794 345
is_linear=0
shrinkage=0.0106442


Tree=319
num_leaves=31
num_cat=0
split_feature=86 149 86 84 143 136 31 103 10 27 8 26 143 144 111 0 104 0 127 14 22 122 136 23 30 27 97 92 102 28
split_gain=5.73766 6.5015 7.30133 8.6172 6.51217 11.4274 7.68924 6.58778 6.54412 6.32767 8.99609 6.17372 7.88214 7.53246 9.24788 6.89721 7.5995 7.94959 6.66257 6.24211 6.15901 6.11158 5.8747 9.37071 6.76351 5.81127 5.9423 5.72855 5.41468 9.14851
threshold=2.886038961038961 0.5925374552595738 1.0000000180025095e-35 0.012522321428571351 -1.0354999999999996 5.9500000000000011 0.10822072072072071 0.58350000000000002 1.7238095238095241 0.58354166666666674 1.591666666666667 0.48050000000000004 0.33550000000000008 0.00175 1.9500000000000002 1560.6811410211587 0.52950000000000019 1588.7840799067865 1.1180000000000001 0.70833333333333337 0.30785714285714288 1.7735000000000001 7.8500000000000005 2.9285714285714293 0.17195900537634409 0.45816666666666667 4.5000000000000009 0.068749999999999964 2.1755000000000004 6.0500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 25 -7 -9 -8 -11 12 13 22 -15 -13 17 21 -14 -16 -19 -17 24 -24 -2 -6 -27 -20 29 -18
right_child=11 2 -4 -5 6 7 9 8 -10 10 -12 15 18 14 19 16 28 20 27 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0003832558001245939 0.004649095989636586 0.017262138510935911 -0.0021296765864857853 0.0080082490397474625 0.014459589988295695 0.0099829395368307705 -0.00046890132097789913 -0.0045097681859631328 0.0072955804318002746 0.011694317404090895 -0.001978028846844419 -0.00067732757415823455 0.0097947576205066056 -0.0031323513432843083 0.0017801372848574029 0.004178044321813794 -0.0005758589343096372 0.0091355901331755356 -0.00018831750061459439 0.013711512044859398 -0.00011108893794177009 0.017894411039284453 -0.0094967758269972509 0.0041064694228415558 -0.0045850381380614456 -0.0020552786650676704 0.0092266962808586674 0.010122147554574556 -0.0066409456166162187 0.0092245789567703563
leaf_weight=2272.9677477553487 25.36175537109375 7.5493108183145514 65.195742234587669 23.47146874666214 7.2697305828332928 9.026385232806204 235.08268111944199 16.473155304789547 7.6824312806129447 12.091576933860781 7.8922241777181616 263.12976405024529 28.178724616765976 9.6769489198923093 11.737926065921785 10.942405611276628 51.866792634129524 10.329728439450262 22.714985102415088 13.091266691684721 29.160155981779099 8.7272692620754224 18.152761504054073 7.129481077194213 13.130607873201368 11.120164245367052 8.6308356970548612 7.5541297644376746 11.616971060633658 13.167611956596373
leaf_count=10561 108 32 289 100 31 38 1002 70 32 51 33 1116 120 42 50 46 218 43 97 55 122 36 80 30 57 48 37 32 48 54
internal_value=4.34317e-05 -0.000156971 0.00106748 0.00169971 0.00120853 0.00522147 0.000591892 0.00216586 -0.00032083 0 0.00576963 0.00103046 0.00282882 0.00086155 0.00492911 0.00029766 0.00226393 0.00513034 0.00595728 0.00849358 0.00204195 0.0107973 -0.00117474 -0.00524571 0.00122654 0.00599156 0.00234351 0.00203818 0 0.00124711
internal_weight=3240.12 2684.45 411.486 346.29 322.818 40.7313 282.087 33.182 24.1556 255.066 19.9838 555.669 156.729 98.2807 34.5061 398.941 135.811 59.1596 58.4478 24.8292 39.4899 19.6697 63.7746 25.2822 38.4924 27.0207 19.751 30.2691 76.6514 65.0344
internal_count=14678 12324 1763 1474 1374 172 1202 140 102 1086 84 2354 671 422 147 1683 567 247 249 105 165 82 275 110 165 116 85 129 320 272
is_linear=0
shrinkage=0.0106442


Tree=320
num_leaves=31
num_cat=0
split_feature=94 8 13 5 8 4 48 0 130 140 106 106 40 147 8 132 8 79 126 136 99 136 8 36 115 14 51 40 37 111
split_gain=5.6575 7.59778 9.91366 7.97289 9.83887 9.78455 9.15562 9.79581 8.48403 10.3114 8.33641 7.51022 12.036 9.7577 7.81598 7.16054 6.98419 6.9515 7.17054 6.92736 11.3522 6.76348 11.3907 7.19331 9.00879 8.49834 6.05155 6.04432 7.49781 6.61099
threshold=19.050000000000004 0.74166666666666681 0.45000000000000007 1515.3846941406914 3.7000000000000006 1685.2339030278106 1.6850000000000003 1561.8493226654905 1.6835000000000002 1.0000000180025095e-35 0.68150000000000011 0.47750000000000009 1.7150000000000001 0.4519630965593785 2.0333333333333337 1.0500000000000003 3.4142857142857146 2.7126657965823902 0.95000000000000007 8.8500000000000032 0.59545454545454557 20.950000000000003 1.0333333333333337 2.4250000000000003 1.6125000000000003 0.90000000000000013 1.1050000000000002 4.285000000000001 0.24999835432617057 16.550000000000004
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 2 2 2 2 2 2 2
left_child=1 2 27 5 11 6 21 8 15 -10 -7 12 -5 -14 17 -8 -2 26 -19 20 -4 23 -23 25 -25 -3 -13 28 -1 -30
right_child=16 3 19 4 -6 10 7 -9 9 -11 -12 14 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0060105778948354466 0.00072609944307970424 -0.0034498190455597303 0.0094931886974380306 0.0037084210686778958 0.010055577185476743 0.0020216999539705931 0.0042505701317108189 0.0051925935715096527 -0.0016926372393711211 0.0052742703272770771 0.017773602089024312 0.0071777481050464293 0.00065136825039436707 -0.0057739430208412334 -0.0046441196798847157 0.0006393226758558562 -0.0072771105803448154 -0.0089541427234828171 -0.0013361274952316852 0.0070810350539524773 -0.0040886814813697846 0.010757723306986756 0.00021383995588003746 -0.00069768182563156975 0.004186202195625547 0.0014745285913691014 -2.7321831796000817e-06 -0.0093907303618523032 -0.0018022087002388422 -0.0071278458488027423
leaf_weight=11.803974300622938 1166.7881400808692 183.07217898964882 9.341077968478201 71.805668264627457 8.4929101169109327 13.084233433008196 104.43693169951439 66.703670099377632 187.63321882486343 27.164569795131683 6.7513624727725974 16.26952189207077 62.020781576633453 44.11098800599575 113.3881431221962 175.24489609897137 12.272849217057226 18.208871096372604 84.727887541055679 21.687017783522606 26.755053028464317 14.910224094986914 62.658347070217133 270.58978556841612 50.759429112076759 47.344916746020317 57.554627612233162 14.31031349301338 258.41551330685616 31.636150494217873
leaf_count=52 5189 868 45 303 35 59 449 282 804 114 30 70 287 201 489 759 51 81 368 105 135 71 296 1330 247 220 275 67 1240 156
internal_value=4.30341e-05 -0.000289915 -0.0016628 8.19764e-06 -0.0011516 0.000473539 0.000340789 0.00133465 0.000793006 -0.000762714 0.00791209 -0.00137736 0.00029218 -0.00192029 -0.00243738 0.00202533 0.000633895 -0.000962449 -0.00278564 0.00229912 -0.000283238 -0.000528772 0.00237585 -0.000956126 4.11117e-05 -0.00239245 0.00143759 -0.00242007 -0.00205485 -0.00241925
internal_weight=3239.94 2060.88 373.949 1686.93 476.579 1210.35 1190.52 561.183 494.48 214.798 19.8356 468.086 177.937 106.132 290.149 279.682 1179.06 176.761 102.937 57.7831 36.0961 629.335 77.5686 551.766 321.349 230.417 73.8241 316.166 301.856 290.052
internal_count=14678 9438 1800 7638 2109 5529 5440 2408 2126 918 89 2074 791 488 1283 1208 5240 794 449 285 180 3032 367 2665 1577 1088 345 1515 1448 1396
is_linear=0
shrinkage=0.0106442


Tree=321
num_leaves=31
num_cat=0
split_feature=95 12 130 96 108 12 29 28 25 95 94 148 133 144 48 25 36 129 2 35 103 80 1 111 111 134 132 92 90 131
split_gain=6.15943 10.7847 9.78706 5.80428 9.96434 8.51129 8.39513 11.244 8.15266 8.12791 7.90869 12.2172 13.0868 8.69062 6.97132 6.53447 11.1614 9.67794 6.07812 9.24712 8.23348 7.92628 7.56149 7.13426 6.6309 6.1639 6.06269 6.14267 5.92131 5.87881
threshold=-17.249999999999993 0.22500000000000003 1.2360000000000002 3.5000000000000004 1.0000000180025095e-35 0.36666666666666675 3.0500000000000003 2.5277777777777781 0.91666666666666685 4.3499999999999988 16.050000000000004 0.27350937747107446 1.6835000000000002 0.0020500000000000002 1.7650000000000003 0.2678571428571429 2.6350000000000002 0.63350000000000006 -110.55899238162452 3.5750000000000006 0.33350000000000007 0.06302911005489141 1690.5688627095203 15.450000000000001 9.3500000000000032 0.094500000000000015 1.2680000000000002 0.21791666666666668 0.051249999999999955 1.7320000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 18 7 -2 -9 10 15 13 -13 -12 -10 16 -8 -17 19 21 28 23 25 -6 -23 -21 27 -22 -20 -28
right_child=3 -3 -4 -5 5 -7 9 8 14 -11 11 12 -14 -15 -16 17 -18 -19 20 22 26 24 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0 0.0027865436638527664 -0.0028141179310772432 0.01516182685753335 0.00056022385416654814 -0.0094009508149814729 -0.0028173818304909073 -0.0052812759178663552 -0.0049809875485246789 0.0078926917596237826 0.0096798272585628224 -0.00026146090847891274 0.013778460350245988 -0.0015845262322193296 0.0092814498843265415 -0.0042815414389742882 0.0011352077653103906 0.0011177684216809943 -0.0072452866483798464 -0.0062832144440578604 0.00080768310009595237 0.00056441698564453364 0.0034685489375717226 -0.005025404325783459 0 -0.003895141793678831 0.013421787106888338 0.0041683723787406483 -0.0056564904079783934 0.0037991573616690884 -0.0019282271247485388
leaf_weight=7.7740085422992733 41.454018279910088 11.406379252672194 12.985215440392492 1657.7895241528749 35.872105374932289 260.41292350739241 58.907528221607208 92.202269196510315 11.611244842410089 11.994448587298391 66.711399033665657 21.087606817483906 7.303980439901351 12.518209978938101 8.7467835396528226 453.08295547962189 60.559609591960907 15.900631934404371 31.098834633827209 13.098644033074384 141.32593192905188 21.418497756123543 8.7334959805011732 10.411439597606657 36.108787968754768 8.5853722095489484 92.489546418190002 20.470403864979744 6.9992568343877783 19.634038701653481
leaf_count=34 185 51 55 7321 161 1268 279 441 55 54 306 102 34 56 37 2056 284 75 150 55 672 104 37 46 174 36 423 97 33 88
internal_value=0.000168188 0.0048114 0.00950676 0.000118647 -0.000341307 -0.00128197 0.000417598 -0.0018119 -0.00359864 0.000917363 0.000751297 0.00341228 0.00945664 0.00111388 0.00214666 0.000246802 -0.00194968 0.000828699 -0.000362453 -0.00226913 0.000424162 -0.00382422 0.00269323 -0.00714374 -0.000971109 0.00628588 0.00109943 -0.0001578 -0.00415551 0.00300721
internal_weight=3258.7 32.1656 20.7592 3226.53 1568.74 706.659 862.081 154.014 112.56 708.066 696.072 107.621 28.3916 79.2296 20.358 588.451 119.467 468.984 446.246 134.228 312.018 103.811 30.4175 46.2835 57.5273 21.684 273.92 161.796 38.0981 112.124
internal_count=14769 140 89 14629 7308 3344 3964 718 533 3246 3192 498 136 362 92 2694 563 2131 2076 613 1463 485 128 207 278 91 1280 769 183 511
is_linear=0
shrinkage=0.0106442


Tree=322
num_leaves=31
num_cat=0
split_feature=93 110 120 137 5 30 136 144 29 28 48 142 5 92 34 40 131 5 79 77 56 30 28 55 4 84 55 134 79 134
split_gain=7.26446 11.5398 10.8942 8.40156 6.53744 7.34215 6.27228 6.85174 6.24424 8.80694 6.64585 6.16703 6.03896 7.14609 6.74354 13.9444 6.82291 6.29181 9.71911 7.11434 6.52271 6.22419 6.08655 5.76103 6.66943 7.49466 5.90619 11.3556 13.5441 5.75331
threshold=11.400000000000002 8.4500000000000011 0.68350000000000011 4.1500000000000012 1503.3588623078272 0.040202020202020204 3.6500000000000008 0.0062500000000000012 3.0500000000000003 2.3166666666666669 2.0250000000000004 -0.80249999999999988 1491.3832419422054 0.1179166666666666 1.2950000000000002 2.3350000000000004 0.68350000000000011 1487.6319755333675 2.531887164040779 1.2583333333333335 1.7050000000000003 0.12204431204617387 5.0500000000000007 2.0350000000000006 1402.6160274981826 0.014558823529411702 1.9350000000000003 -0.21099999999999999 2.5062937217256986 -0.18899999999999997
decision_type=2 2 2 2 2 2 2 2 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 -2 5 -5 7 11 9 10 -8 -1 17 14 16 -16 -14 19 21 29 -20 -19 -15 26 -25 -26 -4 -28 -29 -10
right_child=2 -3 23 4 -6 -7 8 -9 12 -11 -12 -13 13 22 15 -17 -18 18 20 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.013138598096926503 -0.0033468520763567287 -0.0036965825714727618 0.00035278778509343809 -0.0026342211642950523 -0.0025355323767941511 0.0083691540465713962 -0.0004761080020253392 -0.0061462408239945964 -0.00035628329021803064 -0.0038085574683738117 0.0090821521970394798 0.0026398770752639848 0.0096601168670008321 -0.0049548661293389454 -0.0041990685281795212 0.000795010560967328 0.001181634739854151 0.0035555620247050817 0.0021219309246393475 -0.00055164239952568757 0.012699828228167977 -0.010134483570950672 0.0010053568704368908 0.0049842934813166297 -0.0058732567615451719 0.002708584595649649 -0.0038395265798792859 0.014768397147220506 0.0023293349345999089 0.009397963881599268
leaf_weight=8.3315890580415708 11.90082563459873 119.13267894089222 2033.1022383272648 6.2780231535434714 7.5106316059827796 54.679019138216972 28.413581714034081 7.3172084391117087 8.3944938182830828 117.86436046659946 10.714871555566786 50.10935252904892 13.594168812036513 67.284383818507195 91.845170617103577 197.55030649900436 74.558653727173805 8.0903029292821866 14.727073684334753 119.59038583934307 18.13670326769352 6.2701636850833884 23.526618883013725 10.234419777989386 50.23213616758585 13.092175170779226 16.405341878533363 14.842179745435713 38.54341721534729 16.406146585941315
leaf_count=37 57 582 9013 30 38 258 132 34 41 559 44 230 59 318 417 930 323 41 69 546 79 31 105 51 267 65 79 73 184 77
internal_value=0.000166407 -0.000583049 0.000503759 0.004364 0.00585752 0.00706378 -0.00015096 0.0029924 -0.000416814 -0.00232563 0.00187316 0.00431616 2.13513e-05 -0.000613722 3.45723e-06 -0.000753699 0.00260814 0.0016284 0.00502488 0.000444886 0.00827888 -0.00169123 -0.0032952 0.000356393 -0.00254992 -0.00393328 0.000463045 0.00352463 0.00598417 0.00567328
internal_weight=3258.68 1001.86 2256.82 80.3685 68.4677 60.957 882.726 65.7582 816.967 156.993 39.1285 58.4409 659.975 468.359 377.548 289.395 88.1528 191.615 47.2242 144.391 32.8638 14.3605 90.811 2176.45 73.5587 63.3243 2102.89 69.7909 53.3856 24.8006
internal_count=14769 4654 10115 383 326 288 4072 301 3771 735 176 267 3036 2152 1729 1347 382 884 220 664 148 72 423 9732 383 332 9349 336 257 118
is_linear=0
shrinkage=0.0106442


Tree=323
num_leaves=31
num_cat=0
split_feature=93 110 120 3 7 143 49 90 92 91 135 48 104 10 53 8 13 7 3 121 30 94 97 135 55 123 1 102 39 23
split_gain=7.10703 11.3171 10.6187 9.14927 8.40629 10.5274 9.05408 7.67167 7.43147 8.17316 7.59456 7.54137 7.29776 8.76726 7.12016 6.9123 6.84065 7.52462 6.77382 9.54317 8.59301 6.55409 6.28877 7.48606 8.20764 6.2008 6.43244 6.40488 6.0687 5.77197
threshold=11.400000000000002 8.4500000000000011 0.68350000000000011 1425.4722534920818 -11.310617865467405 0.60350000000000004 3.6550000000000007 -0.34374999999999994 0.1179166666666666 -0.20791666666666661 0.44700000000000006 2.0450000000000004 0.30150000000000005 1.2583333333333335 2.7750000000000004 1.7928571428571431 1.0000000180025095e-35 -20.524995723520529 1530.3375536946176 1.8945000000000001 0.13545026881720426 13.050000000000002 5.5000000000000009 -0.1055 1.4650000000000001 0.9425 1520.4875186900183 0.69450000000000001 0.22501764427472057 2.6333333333333337
decision_type=2 2 2 2 2 2 2 2 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 29 5 6 16 -5 10 11 25 14 -9 -14 -10 -13 17 -1 19 -18 -20 -3 23 24 -7 -6 27 -27 -12 -2
right_child=2 21 -4 7 8 22 -8 12 9 -11 28 15 13 -15 -16 -17 18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0027204535944524641 0.013083373079173724 -0.0097675107021911803 0.00035266715021077516 0.012155111034024712 0.001946508654330377 0.00709447543852843 -0.0028167921768419597 -0.0040944417283866651 -0.0046085133801193473 -0.0064748136210366599 -0.0027829362752339174 -0.00013095326661497796 0.010508133217001846 -0.0013601689379797079 0.0041014819709924615 0.012510162330283868 0.0057731251380117839 0.014961032172829727 -0.010786770661769423 -0.0028674822270425594 0.001948785124933218 -0.0024633574655701027 0.0059777898005062722 -0.0037678286314189909 -0.002066691090813812 0.00016530175285371413 -0.0037617666909276351 -0.0055989955120555853 0.0060011244394385784 0
leaf_weight=14.418525636196138 17.655717387795452 18.094180822372437 2176.6303233578801 6.9742543101310721 76.213560104370117 18.672280460596085 23.843066439032555 23.324587553739548 48.785103380680084 51.825111068785191 10.047422200441359 8.6657851785421389 12.726431488990785 12.903656378388403 12.373379111289976 8.0086859017610532 77.76320081949234 13.307232290506361 8.3851135969162005 16.029852077364922 18.451327279210091 100.86721125245094 12.86267678439617 77.360789328813553 24.744978904724121 207.76448947191238 93.37634351849556 24.081587344408035 35.603725537657738 6.9100701510906211
leaf_count=63 81 92 9732 31 361 80 130 114 227 245 45 37 63 63 64 33 351 59 39 70 82 490 56 357 118 950 428 116 161 31
internal_value=0.000164691 -0.000576713 0.00049832 0.00430653 -0.000148895 0.00126332 0.00301765 0.00169785 -0.000915964 -0.00316664 -0.000239786 -0.000829083 0 0.00412357 -0.00267477 0.00531128 0.00402607 0.00897387 0.00280187 0.00418452 -0.00163949 -0.00366253 -0.000918653 -0.00173999 0.00163155 -0.000729646 -0.00138905 -0.000388173 0.00383799 0.00981857
internal_weight=3258.67 1001.55 2257.13 80.4947 882.584 305.839 172.198 55.9289 576.745 129.658 447.087 77.833 48.9547 25.6301 61.1585 16.6745 148.355 27.7258 120.629 93.7931 26.8364 118.961 133.641 120.778 43.4173 401.436 325.222 231.846 45.6511 24.5658
internal_count=14769 4654 10115 383 4072 1405 794 271 2667 606 2061 361 240 126 291 70 664 122 542 421 121 582 611 555 198 1855 1494 1066 206 112
is_linear=0
shrinkage=0.0106442


Tree=324
num_leaves=31
num_cat=0
split_feature=86 85 40 26 105 0 135 135 89 106 143 35 56 8 2 79 103 143 3 26 107 138 31 89 37 132 130 31 5 5
split_gain=9.46391 11.458 9.29715 8.54445 7.35881 7.5068 6.45127 9.13117 7.58896 9.23658 12.8055 8.57938 7.79219 12.8604 9.88277 10.161 6.87698 6.67053 6.04258 7.20231 7.66344 7.39909 8.90247 8.00008 6.83481 6.86107 8.70451 8.67269 5.84102 11.062
threshold=2.6698717948717952 -0.20102564102564102 2.4150000000000005 0.33633333333333337 0.70450000000000002 1562.9688608844915 0.17650000000000002 -1.0000000180025095e-35 0.57000000000000017 0.68150000000000011 -0.53549999999999998 2.8450000000000002 2.0050000000000003 3.2071428571428577 82.671245022128815 3.2489714609078679 1.6505000000000003 -2.0454999999999997 1428.2332358572164 0.49527777777777787 0.90450000000000019 8.5000000000000018 0.13853769992383855 0.57000000000000017 0.27478828132098526 2.2930000000000006 1.6835000000000002 0.18009009009009005 1502.6021010917307 1515.3846941406914
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -4 7 8 12 -10 -11 -12 13 16 15 -14 -3 -8 19 20 -5 22 -21 -23 25 26 -20 -28 -9 -30
right_child=3 6 4 18 -6 -7 17 28 9 10 11 -13 14 -15 -16 -17 -18 -19 24 21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0069831534830754162 0.011612026090148239 -0.00060837447243194422 -0.0053358805474237776 0.0039294994823906295 0.0037500781487580684 0.0069780041663217805 0.010718878747325225 -0.0026903890393474078 -0.00089070759659071847 -0.001924489293411646 0.0017092177532998043 0.013004074139361714 0.0040281634640502335 0.010993081897723129 -0.0028806500958738174 -0.0055014132085035999 -0.0051314217704190659 0.0005528690256257114 0.0020314825730787548 -0.0092015644245016653 0.015621398469117443 0.011247313341576023 0.0015465900498550194 -0.00053057824481370075 0.00091396197451797654 -0.0093743838004162455 -0.014788752264051578 0 0.0017553948005287186 -0.0026014620116390609
leaf_weight=51.053106516599655 8.7487065196037275 715.63395382463932 38.638289466500282 36.057681933045387 24.117514923214912 5.89203818142414 7.520638868212699 286.5175009816885 36.464582696557045 15.157046511769293 14.424592666327952 24.608572363853455 129.89999040961266 10.392284035682676 38.745572596788406 13.169628009200094 41.213928982615471 758.35318198800087 38.476504161953926 13.295837342739103 9.2126456946134549 12.619305878877642 22.134060099720955 10.287980198860167 592.06606748700142 13.724371895194052 8.4259897321462649 12.016321823000906 127.92928110063076 134.31384772062302
leaf_count=258 38 3333 209 156 120 31 32 1356 178 76 77 111 548 44 161 54 183 3441 169 58 40 53 94 44 2531 59 37 52 599 599
internal_value=2.05287e-05 -0.000298028 -0.00351402 0.00104826 -0.000781191 -0.00347094 -0.000130062 -0.000520676 5.58986e-05 0.00300619 0.00582203 0.0090989 -0.00021486 -0.000694198 0.00175018 0.00307762 -0.000868539 0.000666396 0.000914317 0.00332466 0.00654061 0.000649192 -0.00219074 0.00549966 0.000522834 -0.00252055 -0.000745953 -0.00648691 -0.0016322 -0.000436059
internal_weight=3251.11 2474.05 119.701 777.065 68.6478 44.5303 2354.34 1588.47 1039.71 90.6548 54.1902 39.0332 949.055 767.24 181.815 143.07 756.848 765.874 768.317 103.608 45.2703 58.3372 35.4299 22.9073 664.709 72.6432 58.9188 20.4423 548.761 262.243
internal_count=14741 11410 618 3331 360 240 10792 7319 4765 442 264 188 4323 3560 763 602 3516 3473 3293 445 196 249 152 97 2848 317 258 89 2554 1198
is_linear=0
shrinkage=0.0106442


Tree=325
num_leaves=31
num_cat=0
split_feature=86 3 135 135 132 0 103 150 99 30 140 130 114 79 86 28 145 143 91 130 90 103 26 142 142 79 3 86 86 27
split_gain=9.39574 10.3712 6.91699 7.69036 7.85456 7.27272 11.79 9.32891 7.96093 7.85784 7.10445 8.27534 8.11045 9.32126 8.49489 7.20303 7.10887 9.35195 8.68303 8.45006 8.39385 8.14499 7.80281 7.56478 7.42836 9.66376 8.99931 6.81952 7.41596 8.12332
threshold=3.4428104575163405 1536.544740724871 0.16900000000000004 -1.0000000180025095e-35 0.21100000000000005 1408.632355905698 0.82250000000000012 0.46585999493613611 0.53589743589743599 0.11439476553980367 1.0000000180025095e-35 0.95000000000000007 0.9285000000000001 2.9186300963401863 2.2649122807017545 4.9500000000000011 0.63955000000000006 1.8285000000000002 0.10874999999999997 1.7640000000000002 0.22249999999999998 1.1405000000000001 0.41950000000000004 1.2070000000000001 0.99500000000000011 3.0898276463388528 1500.0003732357518 2.2795138888888893 1.0000000180025095e-35 0.60527777777777791
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 -7 -9 16 -12 15 14 -14 -13 17 18 24 20 22 -20 -18 -21 26 -26 -4 28 29 -5
right_child=1 -3 10 27 5 8 -8 9 -10 -11 11 12 13 -15 -16 -17 19 -19 21 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.011401199601357477 0.0048733905931241401 -0.0011587940440380934 -0.0009668306216576157 -0.0018350705774769682 0.017223793386046606 0.0014261379187390558 -0.0008006949850813596 0.0074959498032923424 -0.00076349636105040931 0.00047469799146838742 -0.0039624476842770673 0.013263800082964005 -0.0033002849522057939 0.0053519345277538363 0.0057740379389817059 0.00017628261145661593 -0.0030227669284403143 0.0074564663376583051 -0.0067269257459453046 -0.0027494044939706309 -0.0078843772623798727 6.0559761837982701e-05 0.0047533973801529468 0.0040831683079923606 -0.0033337512473086629 0.0032641556444673856 0.0024328036206385686 6.1813877120674115e-07 -0.0054555444680566868 0.0051545304073393463
leaf_weight=6.8571086674928656 90.510875895619392 46.420635104179382 168.49922727048397 409.73229177296162 6.7654218524694434 233.19651885330677 78.86107163131237 34.189436599612236 936.72553973644972 45.753691583871841 17.228113487362862 16.900954693555835 41.418801918625832 56.602062404155731 15.94627872109413 8.9670996218919736 14.747790858149527 16.574467152357101 46.992911785840988 64.524404093623161 6.636955812573432 29.690956756472588 131.03893980383873 24.977328270673752 128.28880633413792 29.764548152685165 179.11919613182545 279.91050174832344 64.988435499370098 19.034247532486916
leaf_count=32 371 190 771 1881 33 1044 353 157 4286 208 80 75 187 237 69 39 73 73 221 289 31 132 612 108 580 124 801 1254 345 85
internal_value=2.03071e-05 0.00275182 -9.64382e-05 -0.000443869 3.57078e-05 -1.4792e-05 0.00206485 0.00479206 -0.000318076 0.00360874 0.000629748 0.00271413 0.00361174 0.00226654 -0.000594908 0.00913266 0.000227929 -0.000379716 -0.000620759 0.00177563 0.00331305 -0.00396208 0.00389479 -0.0007254 -9.33071e-05 -0.00202485 0.000754733 -0.00128952 -0.00204215 -0.00150031
internal_weight=3250.86 136.932 3113.93 2116.01 1342.35 1335.49 165.57 86.7086 1169.92 79.9431 997.919 157.063 139.835 113.967 57.3651 25.8681 840.856 598.93 582.356 241.925 152.424 76.6839 145.787 89.5017 505.672 158.053 347.618 773.665 493.755 428.767
internal_count=14741 561 14180 9678 6113 6081 751 398 5330 365 4502 687 607 493 256 114 3815 2702 2629 1113 716 353 685 397 2276 704 1572 3565 2311 1966
is_linear=0
shrinkage=0.0106442


Tree=326
num_leaves=31
num_cat=0
split_feature=135 104 27 46 8 146 30 21 136 92 136 5 30 30 100 35 78 37 130 8 135 135 0 112 47 31 27 132 28 31
split_gain=5.60327 6.44286 8.85121 10.0704 9.96948 7.27838 7.42137 7.27653 8.38021 8.43555 7.24325 6.98663 8.06416 7.19332 6.8777 8.15619 9.09143 7.72953 6.55368 6.93455 6.3977 6.34579 7.54853 8.47784 8.93741 7.21873 7.34893 7.12154 7.02615 6.9692
threshold=0.11250000000000002 0.54350000000000021 0.51211111111111129 4.6750000000000007 0.86190476190476206 0.00025000000000000006 0.11312551271534041 0.30785714285714288 20.150000000000002 -0.18041666666666661 22.050000000000004 1487.3595340110298 0.13545026881720426 0.15018796992481201 1.7100000000000002 2.9250000000000003 2.183333333333334 0.26201404086965313 1.7070000000000001 0.7238095238095239 0.77800000000000014 -1.0000000180025095e-35 1408.632355905698 0.22750000000000004 1.3950000000000002 0.21579768270944744 0.51816666666666678 0.21100000000000005 3.4722222222222228 0.14714904366654638
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 3 4 -2 6 -4 18 9 -9 11 12 -8 -13 17 -16 -17 -6 19 -3 -11 22 23 25 -25 26 28 -24 -1 -26
right_child=1 7 5 -5 14 -7 10 8 -10 20 -12 13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 27 24 29 -27 -28 -29 -30 -31
leaf_value=0.0082766730803053058 -0.0020556300276541517 -0.0084871841986054464 0.00036882470918470599 -0.0083070214549644666 -0.0032220380569006261 -0.00049097805972479899 0.0079528920721913133 -0.0039556428455858007 0.0058493184873390754 0.0013381920714889838 -0.0026643401443651213 0.012461583677920588 -0.0045513937052560028 0.0051493057106721278 0.0046943968737753949 -0.0042375335692819661 0.0061854483195612165 0.0037704921456085945 -0.005239418376420924 0.00079885122514766933 -0.0050213503456309995 -0.0010365466683761048 0.010833385800115457 0.0052963479403590969 0.001772175153269766 -0.00042446399725056964 0.01429883612335015 -0.00020636096423425223 -6.6672378666329651e-06 -0.0048075074050235875
leaf_weight=23.266984641551971 97.749640554189682 10.381097763776777 42.741742208600044 14.076432377099989 18.390852943062782 40.160401493310928 10.954132914543154 50.235751137137413 30.875490412116051 233.39341048896313 8.5585586428642255 31.464636772871017 11.783112064003943 44.752078741788864 24.497260935604572 56.921344399452209 10.684822693467138 170.16921240091324 54.017517656087875 69.211870789527893 18.902452901005745 804.18861370533705 6.6317478567361823 28.015453293919563 30.663681328296661 17.181715577840805 13.060537174344061 1219.5551695749164 18.233198583126068 39.861613318324089
leaf_count=107 467 50 203 58 85 180 48 224 136 1029 39 142 53 197 114 248 45 776 235 311 82 3684 31 118 144 76 57 5534 84 184
internal_value=2.02171e-05 0.000663026 0.00141217 0.00046726 0.000821378 0.00330475 0.00438911 -0.000249544 0.000566283 0 0.00588979 0.00673567 0.00101134 0.00830571 0.00186077 -0.000424858 -0.00243503 0.00303284 -0.00236386 -0.000280475 0.000820136 -0.000281695 0.000145489 0.00224917 0.000112502 0.0050377 0.0069501 -0.000138096 0.00438454 -0.00179795
internal_weight=3250.58 1049.92 582.904 392.49 378.413 190.415 150.254 467.018 333.407 302.532 107.513 98.954 22.7372 76.2167 280.663 92.1034 67.6062 188.56 133.61 79.593 252.296 2200.66 1396.47 170.283 98.5407 71.7424 54.5607 1226.19 41.5002 70.5253
internal_count=14741 4722 2655 1793 1735 862 682 2067 1471 1335 479 440 101 339 1268 407 293 861 596 361 1111 10019 6335 770 446 324 248 5565 191 328
is_linear=0
shrinkage=0.0106442


Tree=327
num_leaves=31
num_cat=0
split_feature=136 145 80 105 44 41 148 23 3 38 145 90 78 111 146 145 145 7 143 122 26 124 31 147 141 7 124 127 85 107
split_gain=5.98331 6.84172 10.3901 8.3257 8.84999 11.8532 9.3408 9.33138 7.75339 7.5948 7.06805 6.96869 6.96335 6.16778 7.1868 8.68919 7.51504 7.30525 9.08567 16.7109 8.336 6.92998 9.02945 6.96626 7.61077 7.54008 5.91535 5.75599 6.70515 5.75933
threshold=8.8500000000000032 0.43085000000000007 0.046585792411838654 1.0155000000000001 8.7650000000000023 2.0950000000000002 0.24269371034620571 3.8452380952380958 1647.5769791563664 0.23398089150575727 0.81915000000000016 0.020416666666666656 2.6214285714285719 9.1500000000000004 0.0073500000000000015 0.79165000000000008 0.78195000000000014 44.234520575575182 -0.78449999999999986 1.3605000000000003 0.58050000000000013 2.5500000000000003 0.16193829644533872 0.46617746288798917 0.053500000000000013 2.5996979489852952 2.5500000000000003 1.1835000000000002 0.13718954248366008 0.77250000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 9 4 8 6 -6 -8 11 -3 -5 12 -4 14 15 16 17 18 19 -1 -20 22 -17 25 -25 -24 -11 -16 29 -29
right_child=1 2 3 10 5 -7 7 -9 -10 26 -12 -13 -14 -15 27 21 -18 -19 20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0058265543102559228 0.0012192638921807071 -0.0092610633715556993 0.00064325389660734066 -0.00048347533716201172 -0.0036472690512664194 -0.0014125004201311778 0.010370154401996588 -0.00070402124472986505 0.0093259333755634031 -0.00023124892832539277 -0.0093293396744628439 -0.0042446809940511034 -0.010092822125028515 -0.0010502712097825594 -0.0054969900069760337 0 0.0099515366609007495 0.0065779205333358799 0.00077304920693377539 0.0015174977033397376 0.0055428396313498222 0.0056250134717663099 -0.0089093981936648001 0.0069666204614249102 -0.0048960085576381122 0 -0.010556932001626211 -0.0009138122511066812 -0.0069910888401825879 0.0063842318604319329
leaf_weight=64.864900648593903 697.62316246330738 22.325797602534294 232.79448480904102 31.658960968255997 7.3861611336469641 29.75910696387291 42.290238782763481 8.6570150852203351 9.5941994488239271 53.44867867231369 17.413287445902824 45.203600727021694 6.9924888163804999 938.32121849060059 43.158543050289154 103.36169987916946 10.491558715701101 24.238880574703217 579.53048029541969 73.087980359792709 45.929962813854218 13.401061326265333 44.235419049859047 10.252532139420511 15.214376553893088 12.989638358354567 7.5289321541786185 37.574300050735474 14.169996827840803 17.096448704600334
leaf_count=308 3104 95 1102 140 33 128 186 38 44 231 79 216 32 4262 198 486 47 102 2649 319 204 57 204 45 69 61 33 163 61 74
internal_value=-6.01474e-05 0.000528612 -0.000386483 0.000254861 0.000806899 0.00376888 0.00659206 0.00828247 -4.32321e-05 -0.00383643 -0.00383625 -0.000395462 0.000286419 -0.000413905 0.000114776 0.000410821 0.000915732 0.000782054 0.000584287 -0.00185959 0.00114009 -0.00155704 -0.00213075 -0.00475254 0 -0.00681401 -0.00167824 -0.00242847 -0.00035229 0.00117649
internal_weight=3260.6 1212.68 515.053 431.75 382.677 88.0925 58.3334 50.9473 294.585 83.3034 49.0722 284.991 239.787 2047.92 1109.6 997.598 798.144 787.652 763.413 137.953 625.46 199.455 186.054 82.692 25.4669 57.2251 60.9776 111.999 68.8407 54.6707
internal_count=14770 5461 2357 1998 1779 385 257 224 1394 359 219 1350 1134 9309 5047 4551 3629 3582 3480 627 2853 922 865 379 114 265 264 496 298 237
is_linear=0
shrinkage=0.0106442


Tree=328
num_leaves=31
num_cat=0
split_feature=51 47 111 145 145 38 38 137 108 38 51 132 141 144 3 27 149 31 93 111 148 38 147 146 27 93 47 141 135 143
split_gain=5.00959 6.84785 5.43861 8.82754 7.98993 6.97787 15.5269 7.99099 7.75589 6.88078 6.49919 8.48444 6.32678 6.17609 7.22655 7.26877 6.65173 6.8688 6.14628 7.37953 6.10331 7.30024 6.5191 6.07373 7.75662 7.68175 9.1477 6.79037 6.95424 6.07248
threshold=1.5550000000000004 2.7350000000000008 9.0500000000000025 0.79165000000000008 0.80985000000000007 0.24103937994576699 0.22061541135291271 4.1500000000000012 4.5000000000000009 0.1733723360958084 1.175 1.7070000000000001 0.39750000000000008 -0.00024999999999999995 1564.820821824746 0.52527777777777784 0.58410568343975677 0.14523021781086298 11.400000000000002 10.65 0.28892252608904478 0.29454541586166455 0.44470944031850551 0.0074500000000000009 0.59050000000000014 25.050000000000004 1.1850000000000003 1.6095000000000004 0.047000000000000007 -0.068999999999999992
decision_type=2 2 2 2 2 2 2 2 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 23 -5 6 8 12 10 -10 11 -4 -7 16 15 -15 17 -6 19 -9 22 -22 -20 27 25 26 -25 -1 -29 -14
right_child=-2 -3 5 4 13 7 -8 18 9 -11 -12 -13 29 14 -16 -17 -18 -19 20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00076004086341287236 -0.0088218514616496112 0.0093366091238880344 0.001692343615960141 -0.0069751821108064533 0.0029785987780396408 -0.004483839267608653 0.0033809274911837418 -0.0085126309543855257 0 -0.013166547265711209 -0.005203808748839152 -0.0032866934446279905 0.0053248806353072414 -0.00033027703120997376 -0.0046990982936952735 0.0043467827219192678 -0.012102882263222417 -0.0056010883962101425 -0.0014824272456028613 -0.0013725102436903196 -0.0012218311518458315 0.005702247827454405 0.00049185573828074744 0.0059309338875382714 -0.0083076265930469313 -0.0055466463809685134 -0.00089571184946696421 0.0079750131678150201 0.00015963598704481208 -0.0020893728163919119
leaf_weight=1218.6854660138488 7.386383242905139 8.7920240759849531 140.15411770343781 26.0876135379076 16.773298397660255 118.77654635906219 149.53738284111023 22.199307605624199 7.6236914843320873 10.69720523059368 27.799684271216393 53.128300100564957 15.824072882533072 148.25579364597797 31.644254848361015 49.082417950034142 9.9259094595909101 24.759391948580742 382.42667627334595 84.828344568610191 26.24842095375061 40.825143098831177 364.94842448830605 29.220722481608391 15.987191945314406 26.962908089160919 87.289672061800957 31.134117141366005 26.883260980248451 56.558241680264473
leaf_count=5518 49 52 580 121 78 563 636 110 31 45 122 220 71 686 145 221 43 116 1741 417 126 206 1654 123 73 113 393 136 117 264
internal_value=-5.96565e-05 -3.65356e-05 -6.51712e-05 0.000335676 -0.00129226 -0.000537372 0.000674059 -0.000970278 -0.000972894 -0.00765953 -0.000371318 0.00026945 -0.00296342 -0.000726205 0 0.000779842 -0.00405862 -0.00188348 -0.000545417 -0.00295152 -0.000216344 0.00283616 -0.000504332 0.000690442 -0.00124007 -0.000379401 0.00072635 0.000939782 0.00453449 -0.000323525
internal_weight=3260.45 3253.06 3244.27 1742.69 306.529 1501.58 388.94 1112.64 239.403 18.3209 221.082 193.282 191.159 280.441 228.982 197.338 51.4586 41.5327 921.476 107.028 814.449 67.0736 747.375 1436.16 159.46 143.473 116.51 1276.7 58.0174 72.3823
internal_count=14770 14721 14669 7883 1410 6786 1634 5152 998 76 922 800 898 1289 1052 907 237 194 4254 527 3727 332 3395 6473 702 629 516 5771 253 335
is_linear=0
shrinkage=0.0106442


Tree=329
num_leaves=31
num_cat=0
split_feature=136 145 80 105 44 38 10 51 30 5 105 11 150 40 35 31 126 145 101 30 99 1 127 22 141 47 132 130 80 150
split_gain=5.82875 6.68365 10.1918 8.14927 8.63229 7.43891 7.21974 9.97041 10.9778 8.36063 8.15562 7.12789 11.4728 8.28535 7.83025 8.87553 7.93617 6.93681 5.79957 5.54186 5.39026 5.77841 9.95331 7.80775 7.65643 7.47313 7.114 7.0701 8.31689 6.2323
threshold=8.8500000000000032 0.43085000000000007 0.046585792411838654 1.0155000000000001 8.7650000000000023 0.23398089150575727 1.0333333333333337 1.1950000000000001 0.1867399267399267 1496.0931762518132 0.68150000000000011 0.81666666666666676 0.46254438264199421 2.4750000000000005 3.0950000000000002 0.12626469085334699 1.0500000000000003 0.81915000000000016 2.5500000000000003 0.14155117715812324 0.42261904761904762 1626.3744096538592 1.0500000000000003 0.33166666666666672 -0.66899999999999993 1.6050000000000002 0.95000000000000007 1.5280000000000002 0.054914004914004853 0.50468378703219485
decision_type=2 2 2 2 2 2 2 2 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 11 -3 9 8 -8 -6 -9 12 13 -4 15 -13 -16 -5 19 -7 -2 22 25 24 -23 26 -22 -26 -29 -24
right_child=1 2 3 17 6 18 7 10 -10 -11 -12 14 -14 -15 16 -17 -18 -19 -20 -21 21 23 29 -25 27 -27 -28 28 -30 -31
leaf_value=-0.00040848517348652147 0.0040206992496478848 -0.0091767788247462956 0.0001362097718980405 -0.00047542667548437025 0.00071247032920590276 -0.00682779556398227 -0.0055762776577813235 0.0014943180386615322 0.007134156374314647 0.0134379558912129 0.015702359600194681 -0.0057038909340035599 0.00034881425091626967 0.017978107125054505 0.0080828195823508895 -0.00034394207055741882 0 -0.0092513268582936087 -0.01046775760368132 0.0013889090587312443 0.0089847214152600028 -0.0035834822597556109 0.0029693280473406659 -0.0029041378255018598 0.0080553198903302974 -0.0049475771456478045 -0.0012761492404630905 0.0071432862102888735 -0.0019999485989966349 0.00011527301788847899
leaf_weight=2047.4237960651517 71.214242905378342 22.28697881102562 6.3009326308965674 31.649758085608482 12.222675025463106 11.806214138865469 26.814464673399925 14.781975761055948 10.319376587867735 15.826409906148909 8.2246856391429883 55.847832411527634 49.45658677816391 8.7604298964142782 17.930431514978409 106.407097235322 49.849073454737663 17.359193325042725 7.5102199912071219 41.638427317142487 9.2878831773996335 11.327752664685248 138.68299083411694 19.665844842791557 48.8796067237854 61.364660158753395 40.286996021866798 19.271472677588463 24.538481563329697 253.31681457161903
leaf_count=9309 308 95 31 140 54 53 116 66 44 69 36 279 234 45 80 510 215 79 33 178 40 49 644 88 216 302 174 81 108 1094
internal_value=-5.92062e-05 0.000521774 -0.000382654 0.000252118 0.000798135 -0.00380108 0.00372143 0.00142705 -0.00176153 0.00826677 0.00702964 -4.14839e-05 0.00304706 0.0112106 -0.000953344 -0.00225349 0.00200423 -0.00379798 -0.00166342 -0.000229882 0.00120426 0.000867437 0.000336872 0.00294007 0.00414586 -0.00244791 0.000434583 0.00520368 0.00178255 0.00115176
internal_weight=3260.25 1212.83 514.993 431.751 382.742 83.2418 88.1896 60.1405 37.1338 28.0491 23.0067 294.552 64.5179 15.0614 230.034 162.255 67.7795 49.009 60.9549 53.4446 697.837 626.623 502.939 123.683 104.017 110.94 49.5749 92.6896 43.81 392
internal_count=14770 5461 2357 1998 1779 359 385 262 160 123 102 1394 310 76 1084 789 295 219 264 231 3104 2796 2254 542 454 516 214 405 189 1738
is_linear=0
shrinkage=0.0106442


Tree=330
num_leaves=31
num_cat=0
split_feature=134 31 25 80 122 4 137 108 93 148 104 86 104 132 35 21 4 100 122 126 4 54 110 4 142 35 18 111 110 135
split_gain=5.22136 10.9976 8.47951 7.39501 10.639 7.77525 8.31688 5.21827 12.0106 11.1754 16.1324 12.7504 9.74929 11.1661 9.37089 8.78275 10.4697 8.27055 9.32204 8.07658 7.71339 9.48655 7.67516 7.53717 7.41137 7.11217 8.11582 9.05227 8.50008 8.44189
threshold=-0.73799999999999988 0.22068372803666916 0.2678571428571429 0.045785126783846462 1.3605000000000003 1429.4651190069874 5.1500000000000012 1.0000000180025095e-35 11.400000000000002 0.27704162465792886 0.19150000000000003 3.0618622448979598 0.64950000000000008 1.3875000000000002 2.8750000000000004 1.0000000180025095e-35 1704.4687685416313 2.1000000000000005 1.0955000000000001 1.1835000000000002 1574.709031446858 1.4150000000000003 7.5500000000000007 1671.2063748698865 -0.33899999999999991 3.0150000000000001 1.5000000000000002 13.15 8.9500000000000011 0.22350000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 9 14 11 17 15 22 -14 -9 19 23 18 24 -2 21 -21 -12 -17 -11 -16 27 -27 -29 -28
right_child=7 -3 3 4 5 6 -8 8 -10 10 12 -13 13 -15 25 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=-0.0028890287046399346 -0.0017882576577759675 -0.0046344886158188412 -0.001579817551013015 -0.0024968084287444858 0 0.0015593638495862959 0.013413986677512353 -0.0053192636773944499 -0.00017473527989425125 0.0089181623471784512 0 0.0035212053189357653 -0.0032228912719778785 0.012055904187285605 0.0034758341502433934 -0.0011592225023882719 -0.010072379269710214 0.01161318144313038 -0.0036616918636984469 0.0020218391026723065 0.0051563785244590479 -0.0056899951914696229 0.012040750474558284 0.007215020239206154 0 -0.00237563905913877 -0.009523191969078271 0.013645979120592297 0 0.0014219369923446964
leaf_weight=15.094227612018583 74.746791034936905 20.14380070567131 11.609663769602774 9.4796582609415037 7.0435326546430579 11.061138242483137 32.949732512235641 95.738635241985321 1769.663008749485 15.366223543882368 6.9965395778417578 101.77172157168388 16.933099865913395 7.7114942371845236 30.841226249933243 549.90480510890484 14.977469891309736 6.7702433317899695 52.253400921821594 102.87254999577999 68.937521263957024 21.591851472854614 36.042284533381462 12.149859547615049 28.79629273712635 64.809348985552788 26.755646541714668 8.7498628199100512 12.830258309841154 9.1729262769222242
leaf_count=67 353 87 49 44 30 49 140 504 7936 76 35 428 81 34 149 2501 68 30 248 473 305 89 174 54 147 289 123 37 57 40
internal_value=-8.13802e-05 0.00221996 0.00392297 0.00549364 0.00702357 0.00899681 0.010673 -0.000163518 -0.000489008 0.000414865 0.002921 -2.62654e-05 0.00696437 0.00113222 -0.00268133 -0.000465845 -0.00121425 0.000167131 -0.000527776 0.00110552 0.00227817 0.000599703 0.0100601 -0.00095953 0.00294271 -0.000963869 -0.00216907 -0.00027273 0.00555651 -0.00643675
internal_weight=3243.76 107.382 87.238 72.1437 60.5341 51.0544 44.0109 3136.38 2018.56 1117.82 170.87 946.953 67.6834 24.6446 248.898 845.181 577.032 103.186 96.4159 268.149 193.402 124.464 43.0388 562.055 44.1625 153.159 122.318 86.3895 21.5801 35.9286
internal_count=14697 466 379 312 263 219 189 14231 9135 5096 825 4271 324 115 1199 3843 2623 501 471 1220 867 562 209 2555 223 695 546 383 94 163
is_linear=0
shrinkage=0.0106442


Tree=331
num_leaves=31
num_cat=0
split_feature=134 31 110 148 52 111 136 142 108 98 148 106 145 86 98 131 118 138 107 114 99 113 102 12 111 105 1 133 134 27
split_gain=5.0911 10.7565 8.206 8.99563 8.08486 7.44503 6.76446 6.593 5.10867 11.0353 10.9265 14.8037 13.1289 12.476 9.40051 8.93611 8.92791 8.81735 8.48414 8.04121 7.98297 8.91285 7.94397 7.84824 7.7306 7.65735 8.88968 11.5056 6.98974 6.87612
threshold=-0.73799999999999988 0.22068372803666916 8.9500000000000011 0.23508986650347907 2.1150000000000007 15.950000000000001 6.9500000000000011 -0.73799999999999988 1.0000000180025095e-35 0.85357142857142865 0.27704162465792886 0.52250000000000008 0.31525000000000009 3.0618622448979598 0.76696832579185525 0.88200000000000012 2.1000000000000005 4.5000000000000009 0.77250000000000008 3.4165000000000005 0.67424242424242431 0.59050000000000014 0.87850000000000017 0.70833333333333337 15.050000000000002 1.2885000000000002 1601.2328789072733 1.4720000000000002 0.094500000000000015 0.5158571428571429
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 -5 10 15 13 16 28 18 -14 -10 -12 -15 23 25 21 22 -20 29 -21 -17 27 -27 -13 -2
right_child=8 -3 4 7 5 6 -8 -9 9 -11 11 12 14 17 -16 19 -18 -19 20 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0 -0.00091358448144791078 -0.0045892230892472328 0.010631297397159373 0 -0.0059075035731299989 -0.0028895763001909273 0.010586655271626793 0.012875104312775673 -0.0015554774548180981 -0.0042336938926317959 -0.0010789308211754428 0.0061001913067381189 -7.8248658186122412e-05 -0.00061645898584724093 0.011444343612276675 0.00045860339644734617 0.011625177550425398 0.0057471314929846036 -0.001316066378755947 -0.0086846608111651371 -0.0062092588477366539 -0.0048540660803253121 0.0060898255885108235 0.0067580086774348975 0.0031962999580486362 0.0063585811513431189 -0.0059375077792714658 -0.003174332651251232 0.016889425443575537 0.0013805676051214207
leaf_weight=13.202985361218451 445.76985830068588 20.126053363084793 7.3959917128086081 6.8640269041061428 20.579084411263466 6.9140602946281424 8.1927298158407194 24.14491893351078 490.10973773151636 85.597992539405823 82.41399222612381 20.209388896822929 36.424754083156586 34.589100360870361 9.7140271216630918 1303.0970167964697 6.7748887389898291 67.226420387625694 41.862527534365654 21.991757109761242 50.525962263345718 41.836402773857117 25.557653352618217 19.2106913626194 7.1086058169603339 22.073243990540504 47.414402693510056 40.801191225647926 15.505038470029829 220.2995839715004
leaf_count=57 2038 87 32 30 90 30 35 105 2271 423 407 95 174 147 49 5836 30 281 195 94 235 190 112 88 30 98 204 179 70 985
internal_value=-8.05931e-05 0.00219134 0.00387484 0.00711202 0.000309189 -0.00153607 0.00372432 0.0102462 -0.000161758 -0.000483895 0.000410412 0.00288704 0.00615694 -2.588e-05 0.0021203 -0.00031238 0 0.00348222 -0.000460962 0.00010271 -0.00267082 -0.000938423 0.00133573 3.89857e-05 -0.00542183 0.000223879 -0.00245433 5.49508e-06 0.011078 -0.000139051
internal_weight=3243.53 107.42 87.2938 44.2119 43.0819 35.6859 15.1068 31.0089 3136.11 2018.19 1117.92 171.042 81.8532 946.878 46.1388 1932.6 89.1889 101.816 845.063 1442.49 159.783 109.257 67.4202 685.28 29.1004 1413.39 110.289 62.8744 35.7144 666.069
internal_count=14697 466 379 192 187 155 65 135 14231 9135 5096 825 388 4271 223 8712 437 428 3843 6441 732 497 307 3111 124 6317 481 277 165 3023
is_linear=0
shrinkage=0.0106442


Tree=332
num_leaves=31
num_cat=0
split_feature=134 31 25 80 122 4 137 39 27 4 131 143 31 95 95 143 145 137 42 26 3 145 92 141 138 143 30 94 55 116
split_gain=4.97844 10.5309 8.2099 7.13378 10.3619 7.53306 8.03568 4.93429 9.88537 5.00074 4.62757 6.14843 6.71496 7.26674 6.12839 7.15861 7.84114 5.95347 8.78546 7.16831 7.61874 9.60826 7.75353 6.83576 6.78186 6.76715 6.6467 7.09134 5.65376 7.47
threshold=-0.73799999999999988 0.22068372803666916 0.2678571428571429 0.045785126783846462 1.3605000000000003 1429.4651190069874 5.1500000000000012 0.71885520059926222 0.60527777777777791 1574.709031446858 0.95000000000000007 1.1380000000000001 0.13025804171085187 -1.0000000180025095e-35 -15.749999999999996 -0.068999999999999992 0.22575000000000003 7.7500000000000009 5.4350000000000014 0.3886607142857143 1591.6877959149163 0.18955000000000002 0.011666666666666553 1.6095000000000004 9.5000000000000018 0.32850000000000007 0.24712491738268336 8.4000000000000021 1.905 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 10 9 -9 11 17 -13 -14 15 -12 -17 18 23 -19 22 -22 -21 25 -25 -2 27 -20 -16 -30
right_child=7 -3 3 4 5 6 -8 8 -10 -11 14 12 13 -15 28 16 -18 19 26 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0028705446045846259 -0.001881018411664019 -0.004544402134820079 -0.0015637940927739891 -0.002513580635562175 -4.3630306357961041e-06 0.001498452591811604 0.013155648923763917 -0.0060990539171730347 -0.013046548119326169 0.0057903821507546372 -0.0035451154099917751 -0.0031214920703455397 0.013454478591520613 0.0012264767300946993 -5.3678636640713587e-05 0.0028620784951165061 0.016870801538143337 -0.009138165364098812 -0.0014835034910421622 0.0023036287865485445 -0.0066277130829872381 0 -0.0017124710217423385 -0.00098548085490893699 0.0094965969337776467 -0.0052902744262363225 -0.0066049200602036279 0.0046286709103080456 0.0037261996538568371 -0.0023985453199595838
leaf_weight=15.084671482443808 306.36701647937298 20.108310371637344 11.606933161616324 9.4842430502176267 7.0458752065896979 11.078905761241911 33.056361019611359 7.2861883789300981 10.0827289968729 8.814787954092024 7.3132507801055899 10.480582714080809 10.502328112721445 16.251469492912292 1987.7611503303051 17.094732984900478 7.7278945893049231 9.3735551834106428 32.299022287130356 209.06165111064911 35.13685043156147 82.018938630819321 70.662956364452839 16.931700989604 10.431882500648497 92.091985449194908 10.469609051942824 54.096028819680214 96.313911825418472 27.277605131268501
leaf_count=67 1451 87 49 44 30 49 140 30 42 36 33 52 47 75 8864 75 34 49 143 966 153 372 337 75 45 448 45 235 488 136
internal_value=-7.97418e-05 0.00216634 0.00383117 0.00537513 0.00687569 0.0088206 0.0104672 -0.000160061 -0.00477177 0 -0.000117856 -0.000731364 0.00345166 0.00641882 0.000153787 0.00477273 0.00764604 -0.000910325 -0.00166209 3.10646e-05 0.000274062 -0.00197035 0.00125159 -0.00232863 0.00262718 -0.0026953 0.00115977 0.00222217 7.85151e-05 0.00228952
internal_weight=3243.31 107.465 87.357 72.2723 60.6654 51.1811 44.1353 3135.85 26.1837 16.101 3109.66 966.176 37.2344 26.7538 2143.49 32.1359 24.8226 928.941 522.687 406.254 396.88 117.156 279.725 425.823 27.3636 398.459 96.8647 86.3951 2111.35 123.592
internal_count=14697 466 379 312 263 219 189 14231 108 66 14123 4493 174 122 9630 142 109 4319 2442 1877 1828 525 1303 2019 120 1899 423 378 9488 624
is_linear=0
shrinkage=0.0106442


Tree=333
num_leaves=31
num_cat=0
split_feature=93 91 9 40 27 0 91 130 136 137 11 135 144 100 91 23 103 110 131 41 4 121 12 86 137 135 101 40 2 26
split_gain=5.98632 7.4883 7.34682 7.05188 11.7882 7.58348 5.96969 5.91106 5.27337 6.89818 5.22544 5.14473 5.18777 6.10466 5.00779 8.38699 7.32144 10.5456 8.47321 9.393 7.2666 6.32076 6.08163 5.9518 5.91286 6.95782 7.6155 4.90335 10.0279 7.52244
threshold=20.550000000000004 -0.32374999999999993 0.099999999999999964 5.4350000000000014 0.61050000000000015 1508.2334054676469 -0.38291666666666663 2.5855000000000006 2.9500000000000006 4.5000000000000009 2.3452380952380958 -0.50549999999999995 0.0083500000000000015 0.71000000000000008 0.042083333333333257 1.9285714285714288 1.1175000000000004 3.1500000000000008 1.6460000000000001 2.0050000000000003 1598.4040628351515 1.2930000000000004 0.77500000000000013 2.9811752287121753 6.9500000000000011 -0.21099999999999999 1.1000000000000003 3.5650000000000004 -186.70909852495649 0.50788888888888895
decision_type=2 2 2 2 2 2 2 2 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 -1 14 5 11 7 10 9 -3 -2 -5 13 -13 22 -16 17 20 19 -18 -17 -19 27 -20 -24 -26 -27 28 -4 -29
right_child=1 8 3 4 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 15 16 18 21 23 -21 -22 -23 24 -25 25 26 -28 29 -30 -31
leaf_value=-0.0086528882384770481 -0.0012266301875082032 0.01148138307573314 0.0035361901978972336 0 -0.0059886273545697068 -0.001339849923081028 -0.0086290122658413508 -0.0091324400182722816 0.00074410529190676959 0.00097621221104009974 0.0074299333744455706 0.003355625328130653 0 0.014703500512229744 -0.0040549328325775093 0.0029140188577968071 0.0069981961900350918 -0.0049339916420565056 -0.0061922085916651408 0 -0.0045262242045289525 0 -0.0025888400533032141 0.0033848067825703676 0.013815185587543988 -0.0064258469134675584 0.0075437441992614301 -0.0011726810239100012 -0.00072066723834085392 -0.0060824198688049554
leaf_weight=12.133164435625075 31.168671786785126 12.485408797860144 64.742741823196411 7.6247625201940528 12.639858052134512 13.368616208434103 15.483644455671309 8.1481040567159635 810.38147141039371 22.361572340130806 10.194862633943556 11.382706210017206 7.5129357874393454 18.867489084601402 38.992867574095726 127.50235818326473 66.001646891236305 54.516141757369041 16.200896561145786 35.532683685421944 15.844955801963804 66.203055202960968 10.545140385627745 12.057984650135039 9.4557844996452349 6.7926097661256817 11.089225441217421 180.03369183838367 1504.5965104624629 47.019875809550285
leaf_count=66 136 54 285 32 54 58 68 35 3502 95 43 49 32 79 187 581 310 269 74 153 74 306 51 50 43 33 51 853 6949 219
internal_value=-7.22163e-05 0.000656633 -0.000358905 -0.000311386 0.00296432 0.00506888 -0.00278479 -0.000745226 0.000933681 0.00504124 0.000653287 0.00718769 0.00880509 0.0107803 -0.000419173 0.000597961 0.00108525 2.74587e-05 0.0031565 0.00462107 0.00201841 -0.00224977 -0.000664917 -0.00173443 0.0035068 0.00624193 0.00165048 -0.000758732 -0.000538366 -0.00223564
internal_weight=3260.88 910.224 2350.66 2338.52 71.3964 58.7565 64.9953 49.5116 845.228 34.847 41.3635 45.3879 37.7631 30.2502 2267.13 432.853 393.86 264.067 129.793 101.534 143.347 120.719 1834.28 28.2589 37.8828 27.3376 17.8818 1796.39 1569.34 227.054
internal_count=14791 3933 10858 10792 304 250 282 214 3651 149 179 192 160 128 10488 2004 1817 1230 587 463 655 575 8484 124 178 127 84 8306 7234 1072
is_linear=0
shrinkage=0.0106442


Tree=334
num_leaves=31
num_cat=0
split_feature=93 91 40 3 0 30 103 91 85 5 122 21 42 3 40 130 150 40 37 79 56 107 131 150 142 39 31 123 123 90
split_gain=5.86121 7.34131 6.73493 11.5294 8.59491 7.54969 7.0919 5.85547 6.39493 5.48473 7.93172 7.86329 9.01879 11.0446 8.80393 8.42099 13.1452 7.68947 7.85983 7.49107 9.25168 7.40468 12.3871 11.2457 12.7333 8.21632 11.5644 7.82423 6.96134 6.91109
threshold=20.550000000000004 -0.32374999999999993 5.4350000000000014 1502.7451141037873 1508.2334054676469 0.13134999631349997 1.0055000000000003 -0.38291666666666663 0.12880952380952385 1491.3832419422054 1.2970000000000004 0.30785714285714288 3.2250000000000005 1434.9578716028682 3.8550000000000004 1.3165000000000002 0.46585999493613611 3.5650000000000004 0.25312347422953113 2.9233292619089171 1.5150000000000003 0.40950000000000003 1.4365000000000003 0.58387445887445899 -1.1379999999999997 0.28783322568859571 0.16525332375134746 1.2425000000000004 0.90450000000000019 0.047916666666666656
decision_type=2 2 2 2 2 2 2 2 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 9 5 -5 6 -4 8 -2 17 11 12 13 -11 -15 -14 -17 -1 29 20 -13 22 23 24 -12 -24 -27 -25 -21 -19
right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 21 19 15 14 -16 16 -18 18 -20 28 -22 -23 25 27 -26 26 -28 -29 -30 -31
leaf_value=0.00092367141666036088 0.00076237438358193023 0.00092382851270912073 0.0082683248148521273 0.0025396454223917983 -0.0098864705642889242 0.009926475783742672 -0.0035782870420407193 -0.0085548944024373286 -0.0092914763339804092 0.005460205929548002 0.012839392676495207 -0.0040532461041850433 0 -0.0072055609348779292 0.0011611120640142567 -0.0021554478719419388 0.012526001695918504 -0.001116306194507258 -0.0058675707275804958 0.0034143023694655143 -0.00017787500754971172 -0.00089164929413994634 -0.0082965462866494023 0.0017547006083011303 -1.8031923634191151e-05 -0.006518634114147508 0.0048284335574711396 0.0085332228909525704 -0.0069805531236681526 0.0088282746019322598
leaf_weight=538.27655106782913 41.068811550736427 845.3891242146492 9.548880949616434 12.212524980306627 11.303992405533789 25.466274917125702 13.27349144220352 15.45172333717346 8.4279344230890256 14.698096767067907 9.0684662908315641 129.77562617510557 53.788101777434349 43.747111648321152 18.197501689195633 9.2260400354862231 18.721168458461761 93.772234782576561 39.87552647292614 6.7775918841361991 164.06433197855949 721.79462723433971 22.973128274083138 44.470104396343231 191.67909063398838 18.58372488617897 22.337275758385658 42.105210497975349 65.934487849473953 8.5896086990833265
leaf_count=2492 177 3651 41 52 50 106 57 68 37 70 41 687 273 207 89 47 88 424 202 30 780 3261 101 191 876 84 98 178 295 38
internal_value=-7.1517e-05 0.000649557 -0.000355278 0.00283414 -0.0029872 0.00588642 0.000918591 -0.0027589 -0.000737537 -0.000460398 -0.000803137 -0.00187872 3.86224e-05 -0.00251627 -0.00457829 0.0025627 0.00730387 0.000328985 -0.00184775 -0.00273578 -0.00192516 -0.000267171 0.000986336 0.00195179 0.000510516 -0.00319097 -6.82775e-05 0.00517258 -0.00586733 -0.000179311
internal_weight=3260.6 910.338 2350.26 71.8052 23.5165 48.2886 22.8224 64.9485 49.4967 2278.46 1597.94 524.93 158.378 76.6427 61.9446 81.7353 27.9472 680.514 142.237 366.552 293.84 1073.01 351.217 287.323 200.748 63.8941 40.921 86.5753 72.7121 102.362
internal_count=14791 3933 10858 306 102 204 98 282 214 10552 7396 2566 774 366 296 408 135 3156 664 1792 1467 4830 1569 1286 917 283 182 369 325 462
is_linear=0
shrinkage=0.0106442


Tree=335
num_leaves=31
num_cat=0
split_feature=93 9 91 40 0 136 52 141 91 85 79 136 137 44 55 104 93 149 90 8 109 142 5 141 132 127 111 102 142 110
split_gain=5.73519 7.21543 7.18929 6.7501 6.74458 7.61709 5.78191 8.00534 5.74772 6.27351 5.4494 5.16268 6.75405 12.0104 5.07128 8.90733 8.46856 8.94517 7.17771 7.09179 7.01039 5.92325 5.40184 11.6394 5.66537 5.35765 5.30828 5.77049 4.97421 5.1534
threshold=20.550000000000004 0.099999999999999964 -0.32374999999999993 5.4350000000000014 1508.2334054676469 7.9500000000000011 2.5050000000000003 0.053500000000000013 -0.38291666666666663 0.12880952380952385 2.8477419616417294 2.9500000000000006 6.9500000000000011 7.3250000000000011 1.7250000000000003 1.4490000000000001 26.550000000000004 0.5124309890665032 -0.14541666666666661 2.2583333333333337 5.5000000000000009 -0.40249999999999997 1492.0369133518939 -0.47849999999999993 2.4720000000000004 1.2360000000000002 10.15 2.0005000000000002 -0.20799999999999999 17.850000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -3 5 -5 -7 -8 9 -2 -6 12 13 -4 15 20 17 21 -19 28 22 -16 23 -13 -24 -20 27 -17 -18 -30
right_child=2 3 11 4 10 6 7 -9 -10 -11 -12 14 -14 -15 16 26 19 18 25 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0085899894217488885 0.00075414506931210489 -0.00041006680961063813 0.018426269343719576 0.00043968060508003547 -0.0091482163185453921 0.01719137071167701 -0.0018147408520908844 0.011135036890360505 -0.0084815317942086021 -0.0092109884252027964 0.0024109482588523991 -0.0062963734940172733 4.3684507433025537e-06 0 0.0075309359527443625 0.00416444418864518 0.012338063900319465 0.0036305471882151102 -0.0099745097066813414 -0.0034034704894193493 -0.0079952535355897175 -0.00087187186030923637 0.0023256189018264523 0.001975975055380171 -0.0032749425548996678 -0.0029879922987388991 -0.0080881687564871765 -0.0053098781836094736 -0.0031815319158030775 0.0077466123604065093
leaf_weight=12.077141255140303 41.075009986758232 2266.2949486523867 8.8052787333726901 27.707884922623634 8.1798859685659426 7.766921982169154 8.4852721840143221 10.844688132405279 15.41965341567993 8.4111769646406156 8.448552727699278 28.956899255514145 18.572848349809647 7.5052323788404456 11.734288483858107 14.584107398986818 10.434195980429651 8.3391203880310041 26.676617115736008 10.888493016362188 8.281495124101637 44.064361363649368 487.78304868936539 55.475184470415115 19.836746275424957 34.60952439904213 16.796869158744812 14.241549104452131 8.30859522521496 9.6614215821027738
leaf_count=66 177 10488 37 118 36 33 36 45 68 37 36 127 79 33 55 62 46 38 126 46 35 205 2074 237 83 159 70 60 37 42
internal_value=-7.07246e-05 -0.00035151 0.000642429 -0.00030446 0.00289913 0.00477252 0.00881583 0.00490767 -0.00273136 -0.000727603 -0.00264426 0.000913814 0.0049757 0.00999327 0.000726087 0.00115843 -0.000905698 -0.00230635 -0.00487213 0.00329822 0.00151504 0.000707172 0.00166579 -0.000736846 0.00208609 -0.00620029 -0.00330412 -0.000152424 0.00623665 0.00211
internal_weight=3260.27 2349.81 910.462 2337.73 71.4332 54.8048 27.0969 19.33 64.9058 49.4862 16.6284 845.556 34.8834 16.3105 810.673 645.956 164.717 125.424 69.6253 39.2927 600.333 55.7986 592.052 84.4321 507.62 61.2861 45.6225 28.8257 28.4042 17.97
internal_count=14791 10858 3933 10792 304 232 114 81 282 214 72 3651 149 70 3502 2748 754 583 323 171 2556 260 2521 364 2157 285 192 122 125 79
is_linear=0
shrinkage=0.0106442


Tree=336
num_leaves=31
num_cat=0
split_feature=86 85 150 85 145 34 107 147 3 126 101 48 6 27 1 142 144 90 134 106 80 29 134 147 49 9 102 41 147 49
split_gain=6.70906 8.63006 7.88544 6.78822 7.33423 7.3749 6.72149 6.51757 6.56336 9.02072 6.48412 9.15808 7.25505 8.78228 8.74567 14.8176 8.69604 6.19532 5.91513 9.75708 7.62198 7.38939 7.00959 10.8899 7.80093 9.8972 7.57488 8.84653 9.38948 9.25135
threshold=2.5266106442577034 -0.27388994307400377 0.45690970210455312 0.019975990396158404 0.29165000000000008 1.9750000000000003 0.90450000000000019 0.37413381983452565 1428.2332358572164 0.70700000000000007 1.1000000000000003 2.3950000000000005 1498.6274821472205 0.57236111111111121 1523.4001379312569 0.32850000000000007 0.019050000000000001 0.15958333333333333 0.6110000000000001 0.68150000000000011 0.082854864177878171 4.3875000000000011 0.42350000000000004 0.44067136878457086 1.5150000000000003 1.4476190476190478 1.7895000000000001 1.9550000000000003 0.44257673405726733 2.4050000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 18 -5 6 17 -4 9 -9 11 -10 13 -12 15 -14 -16 -6 22 21 -21 -20 26 -24 -25 -26 -3 28 -28 -29
right_child=2 3 7 4 5 -7 -8 8 10 -11 12 -13 14 -15 16 -17 -18 -19 19 20 -22 -23 23 24 25 -27 27 29 -30 -31
leaf_value=-0.004201681480916152 0.0063727272771903027 -6.719498124287296e-05 -0.0062270741190617413 -0.0056579600491379854 0.0080326436935570199 -0.0047390187327450168 -0.0051383875848530066 -0.0074738677991521814 0.0011484618082727158 0.0039662850405222175 -0.0027631416566252817 0.0083723798726321429 0.0084053136197847489 0.0084306927048290493 8.7337075975809947e-05 -0.00051648062788168993 -0.0092542917594222469 -0.0022444159252060724 0.0016191689218680314 -0.0023617085479472649 0.0084962992400431873 0.010916427409550046 -0.0058654015090909397 0.006989831103364273 0.001523442011522409 -0.0061615140492759408 0 0.0028617760807090305 0.01330159580671557 -0.0060030363791141548
leaf_weight=59.673271112143993 29.014715418219566 1797.1997724398971 14.884459704160689 50.484333842992783 22.985008910298351 24.805860474705696 8.4047129750251752 7.8076361417770377 218.32420463860035 112.18109445273876 150.8568899333477 22.780708894133568 39.112455144524574 7.9787918031215659 270.55788011848927 41.355159386992455 11.708220347762106 7.3688757866621009 23.553720384836197 43.220539852976799 8.7061344534158689 21.27530212700367 58.861482009291649 15.100487574934958 46.802315637469292 30.523244261741638 11.472587659955026 62.952093586325645 16.217809647321701 16.516133934259415
leaf_count=320 129 8265 63 246 111 131 41 35 961 486 655 93 166 34 1170 180 51 37 105 188 41 92 272 65 213 136 54 260 73 74
internal_value=9.9465e-05 -0.000201985 0.000867576 -9.20478e-05 -0.00262409 -4.94464e-05 0.00268121 0.000677922 0.00080625 0.00313443 0.000426208 0.00187453 -0.000223188 -0.00213478 0.000584945 0.00368969 -0.000262976 0.00519206 3.7242e-05 0.00261252 -0.000339169 0.00626559 -7.88675e-05 -0.00228686 0 -0.0013744 9.10314e-05 0.00284262 0.00807514 0.00088734
internal_weight=3252.69 2326.12 926.562 2266.45 114.049 63.5645 38.7586 897.548 882.663 119.989 762.674 241.105 521.569 158.836 362.734 80.4676 282.266 30.3539 2152.4 96.7557 51.9267 44.829 2055.65 151.288 92.426 77.3256 1904.36 107.159 27.6904 79.4682
internal_count=14747 10724 4023 10404 566 320 189 3894 3831 521 3310 1054 2256 689 1567 346 1221 148 9838 426 229 197 9412 686 414 349 8726 461 127 334
is_linear=0
shrinkage=0.0106442


Tree=337
num_leaves=31
num_cat=0
split_feature=86 92 0 120 35 147 143 31 108 42 86 90 41 8 46 120 102 3 31 123 94 131 136 122 28 27 40 3 113 34
split_gain=6.56822 8.20212 8.30651 8.11506 7.13011 6.76489 6.04319 11.6441 8.20058 9.34019 8.79675 7.41829 7.38447 7.25324 9.49188 9.93417 7.60059 7.05557 9.30165 6.93813 6.83042 5.90087 5.84523 6.09293 6.82412 5.67644 5.3193 10.2819 9.26364 5.10746
threshold=2.5266106442577034 0.26833333333333342 1465.291952436886 3.1055000000000006 9.5250000000000021 0.37413381983452565 -1.0689999999999997 0.22068372803666916 1.5000000000000002 5.5850000000000009 2.54311626523937 0.043749999999999956 1.8550000000000002 0.86190476190476206 3.6250000000000004 1.3875000000000002 1.5885000000000002 1428.2332358572164 0.13060200668896318 0.69600000000000006 16.050000000000004 1.0500000000000003 26.300000000000001 2.4335000000000004 6.1833333333333345 0.44211111111111118 5.705000000000001 1501.9154167011709 0.59050000000000014 3.3150000000000004
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 2 2 2 2 2
left_child=1 3 -3 4 26 -2 7 12 9 10 -8 22 21 -14 15 -15 -16 18 -12 -19 -11 -7 23 24 -10 -4 -1 28 -28 -13
right_child=5 2 25 -5 -6 6 8 -9 11 20 17 29 13 14 16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00021773998149226002 -0.0061676440172113789 -0.0074847554973987551 -0.0073894187401706262 0.008070903875221325 0.010069577486900788 -0.010498276137377699 0.015412608475408724 -0.0089154059641198217 -0.0014085698278779315 0.0096126138831041669 -0.0013456345525373749 0.0028124591185734026 -0.0071985757627577203 0.019636224622961107 -0.0033629579773054546 0.0027186213891430143 0.0088566720067104962 0.007664154849658566 0.0069020144197038495 0.00050281139313077157 0 0.00028164663063138412 0.0071239430584241637 -0.0074676974878142505 0.0075564188874618597 -5.0846633181146865e-05 0.012116207823068425 -0.0030794908456120069 0 -0.0055958054834902172
leaf_weight=2119.0230216234922 14.868011191487311 32.515675112605095 14.317236691713331 13.871003925800322 7.7674370855092993 10.897704377770426 5.4083674997091284 19.279391705989838 185.51673080027103 30.76333449780941 19.106386989355087 112.13519212603569 7.0670830458402625 7.4553394019603756 20.553465187549595 12.167562827467917 8.0149102658033353 16.429037690162659 53.206630051136017 341.16432791948318 9.0304058492183668 8.4389362633228284 8.9124649018049222 18.304860070347786 9.8768072128295881 90.962850242853165 17.72974027693272 16.12998528778553 13.514294266700743 8.072970122098921
leaf_count=9767 63 160 71 57 32 50 25 83 809 128 85 486 31 32 87 53 33 74 229 1490 37 37 39 76 41 436 74 70 57 35
internal_value=9.83919e-05 -0.000199884 -0.00271981 -3.63912e-05 -9.29411e-05 0.000858351 0.000984426 -0.00152284 0.00128502 0.00219051 0.00170755 0 0.000247141 0.00236102 0.00398062 0.00968084 0 0.00151073 0.00457774 0.00086117 0.00721014 -0.00525106 -0.0011203 -0.00151323 -0.000901706 -0.0011485 -0.000134221 0.00338006 0.00705067 0.00216049
internal_weight=3252.5 2325.83 137.796 2188.04 2174.16 926.67 911.802 93.8744 817.928 475.108 435.315 342.819 74.595 55.2584 48.1913 19.6229 28.5684 429.906 72.313 357.593 39.7937 19.3366 222.611 213.698 195.394 105.28 2166.4 47.374 31.244 120.208
internal_count=14747 10724 667 10057 10000 4023 3960 406 3554 2068 1903 1486 323 236 205 85 120 1878 314 1564 165 87 965 926 850 507 9968 201 131 521
is_linear=0
shrinkage=0.0106442


Tree=338
num_leaves=31
num_cat=0
split_feature=9 108 55 139 98 113 136 141 42 31 41 29 102 89 52 5 50 6 94 131 29 50 49 92 31 103 98 90 90 0
split_gain=5.9927 5.90564 7.71818 7.73948 9.53937 7.78509 7.53507 8.33804 7.20759 7.47806 7.76584 7.48325 7.26133 11.0301 12.0317 10.0477 9.48879 7.12216 7.11967 7.70071 7.51666 11.0543 9.62418 6.93093 8.17518 7.43153 7.58341 7.24415 6.99849 7.70085
threshold=0.099999999999999964 1.5000000000000002 1.5350000000000004 1.0000000180025095e-35 0.77525252525252542 0.13650000000000004 4.6500000000000012 -0.47849999999999993 5.7650000000000006 0.11706919685643087 2.2350000000000008 3.9500000000000006 1.3485000000000003 0.45000000000000007 2.1350000000000002 1504.9994633749004 1.175 1508.372242197689 14.550000000000002 0.78900000000000015 4.2928571428571436 1.1250000000000002 3.0350000000000006 -0.28208333333333324 0.13807120829828987 0.62550000000000006 0.74456521739130443 0.19708333333333333 -0.51624999999999988 1520.9021683771953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 23 5 18 -4 7 -7 12 -10 -11 -12 -2 15 -15 -14 -17 -18 19 -5 22 -22 -20 28 25 26 -25 -27 29 -3
right_child=1 2 3 4 -6 6 -8 -9 9 10 11 -13 13 14 -16 16 17 -19 20 -21 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0061436011251938894 7.5818457023627383e-05 0.006355976097389535 -0.0087142534491423656 -0.006749254162558351 -0.0065961619227033821 -0.0058469964642671908 -0.0023687997933677925 0.00264286770565356 -0.00067613446392643937 0.0085801997073121344 -0.00036158205723131056 0.0057642755037414992 -0.0024818668866639967 0.018596620470273165 0.0038320156537932437 0.0092565436012282398 0.0046272315810162411 -0.0038960171640779746 0.0020027096133250354 0.0021012121763892945 -0.0084361926305002808 0.005210021514169866 0.014426861931624438 6.0110090699909177e-05 0.0015665433210581192 -0.0036539034105066066 0.012774945059906655 0.0059148363801886485 -0.0043504134346777929 -0.0056027837459331079
leaf_weight=17.268745616078377 1659.5745071619749 17.425250977277759 19.372549623250961 16.777039229869843 15.941175892949103 15.507053196430205 350.99942483752966 72.927173495292664 49.989290907979012 32.946770071983337 48.267818376421928 38.177254885435104 56.16156879067421 8.7729579508304578 33.044995531439781 22.434363767504692 23.760105147957802 20.27267798781395 17.62631744146347 31.117629393935204 10.03448571264744 19.923170581459999 15.117835789918898 32.47502726316452 417.49015229940414 101.11634212732315 6.8043692708015433 9.0635422766208631 63.298039272427559 8.6484721899032575
leaf_count=89 7653 74 90 82 88 73 1661 338 217 148 200 157 246 38 144 102 100 86 78 144 51 87 74 140 1772 435 30 39 274 37
internal_value=9.73308e-05 0.000133888 -0.00043788 -0.00133024 0.000944796 -0.00198055 -0.00165982 0.00103551 0.000495299 0.00260365 0.00406478 0.00222244 0.000293762 0.00242941 0.00718038 0.000723709 0.00359013 0.000464843 0.00212661 -0.000779947 0.00451411 0.000288901 0.00805933 0.000341986 0.000790227 -0.00130808 0.00252983 -0.00277154 -0.00238413 0.00198692
internal_weight=3252.34 3235.07 1241.67 585.344 126.538 458.806 439.434 88.4342 1993.4 169.381 119.392 86.4451 1824.02 164.447 41.818 122.629 66.4671 44.0328 110.596 47.8947 62.7018 29.9577 32.7442 656.321 566.949 149.459 39.2794 110.18 89.3718 26.0737
internal_count=14747 14658 5567 2766 604 2162 2072 411 9091 722 505 357 8369 716 182 534 288 186 516 226 290 138 152 2801 2416 644 170 474 385 111
is_linear=0
shrinkage=0.0106442


Tree=339
num_leaves=31
num_cat=0
split_feature=99 52 35 52 91 10 86 46 145 138 95 2 36 8 8 80 1 79 26 10 15 3 114 92 95 11 121 35 51 0
split_gain=5.0399 8.01314 8.2631 7.86659 6.38735 7.38973 7.0118 7.74639 6.56079 6.38245 7.64928 6.03665 7.57071 6.11493 8.1537 7.22447 5.55689 5.27515 5.44592 5.11498 5.70613 6.53572 5.06906 10.808 6.81641 8.81595 7.8003 7.68779 7.27079 7.32052
threshold=0.53589743589743599 2.3150000000000004 2.8950000000000005 2.1550000000000007 -0.29291666666666655 1.1380952380952383 2.7124060150375944 3.5450000000000004 0.16795000000000002 2.5000000000000004 -5.2499999999999973 -10.276498471509624 3.5450000000000004 0.74166666666666681 1.9226190476190481 0.070195801244320552 1469.9251185815904 2.5152597294757348 0.45414285714285713 0.17142857142857143 0.22500000000000003 1545.9268373470834 2.4500000000000006 0.34625000000000011 2.9999999999999987 0.96666666666666667 1.2360000000000002 3.1050000000000004 1.1450000000000002 1575.5901167010782
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 8 -4 -8 -6 -10 -11 13 -13 15 -15 -7 -14 -5 -19 -2 21 -21 -22 24 25 27 -27 -24 29 -26
right_child=19 2 4 17 5 11 7 -9 9 10 -12 12 16 14 -16 -17 -18 18 -20 20 22 -23 23 -25 28 26 -28 -29 -30 -31
leaf_value=0.00056193861466403495 -0.0053552041246596443 0.008600517235678333 -0.0075794126166019897 0.0010205117064098507 0.013990763841490731 0.012488877601435768 0.0090648381948393152 -0.0040063002714817286 0.012464880831447764 -0.0033658987269849193 0.0041325156573516798 -0.0043414439673840179 0.0052755400777493629 -0.00026425620486028156 0.007250812132344458 0 -0.00090908500006013941 7.9766915144077009e-05 -0.0078061431063395611 0.00082084945582223436 -0.00020219034158751694 0.010258266766940291 0.0051633291511443942 -0.0062679354272250493 -0.0030184398298998085 0.01046338929944278 0.003002595324997282 -0.0063617849259388209 -0.0035501770660757463 0.0060132752309836742
leaf_weight=206.20170097053051 20.317251861095428 21.027088686823845 17.114969208836555 15.295698046684263 8.2131014764308912 13.73382191359997 9.0157103836536425 10.901071026921271 8.7981719374656659 18.116955563426018 71.597784504294395 42.946822673082352 25.689163565635681 69.228545308113098 20.537176877260208 6.7978836148977271 40.247619181871414 10.395010218024252 33.852822691202164 31.837263077497482 2337.0976969450712 12.891583800315855 11.527184844017031 17.463502287864685 13.661722913384436 29.613874673843384 46.726033538579941 14.364078909158705 35.424818471074104 29.929415255784988
leaf_count=935 96 96 78 76 35 59 38 45 38 80 313 186 109 298 87 30 172 51 168 148 10695 58 53 76 57 128 205 62 159 122
internal_value=0.000170733 0.00100988 0.00199782 -0.000378074 0.00158637 0.00208009 -0.0024754 0.00138378 0.00440349 0.00349769 0.00250134 0.000900889 -0.000803753 0.00267881 0.0013382 0.00802897 0.00134133 -0.00380959 -0.0057164 -3.48576e-05 2.96487e-06 0.00377545 -5.94398e-05 0.00156669 0.00237946 0.00419433 0.00603424 -0.000825377 0 0.00294198
internal_weight=3250.57 649.711 383.966 265.745 362.939 325.907 37.0318 19.9168 106.726 98.5129 89.7147 219.181 108.884 110.297 89.7657 20.5317 65.9368 59.5435 44.2478 2600.85 2580.54 44.7288 2535.81 198.711 181.247 102.231 76.3399 25.8913 79.016 43.5911
internal_count=14753 2894 1664 1230 1568 1407 161 83 466 431 393 941 467 474 385 89 281 295 219 11859 11763 206 11557 862 786 448 333 115 338 179
is_linear=0
shrinkage=0.0106442


Tree=340
num_leaves=31
num_cat=0
split_feature=85 86 79 29 28 89 143 29 90 99 7 4 26 103 26 86 55 103 29 47 4 0 4 56 133 27 115 132 98 3
split_gain=5.25988 9.5085 8.21973 7.48731 12.9817 7.53061 6.98446 6.65741 6.57893 5.62877 7.18949 8.0402 7.9878 8.27253 7.0158 7.36807 8.29384 7.32295 6.6202 6.43017 6.11818 6.84045 6.32286 5.92147 8.91829 10.1663 8.59033 9.83227 8.68559 7.82941
threshold=-0.15431372549019606 2.2649122807017545 3.0271346066537861 4.2361111111111116 2.6125000000000003 0.27000000000000007 1.5085000000000002 4.7071428571428582 -0.13791666666666663 0.45804195804195807 -20.184072225538326 1608.6243896514864 0.52816666666666678 1.4385000000000001 0.51763888888888898 2.886038961038961 1.5050000000000001 0.87350000000000005 4.7888888888888896 1.8050000000000004 1488.0284480710791 1499.1152454150049 1430.9871800785979 2.1250000000000004 1.1835000000000002 0.44527777777777783 0.9285000000000001 2.3165000000000004 0.62202380952380965 1479.7291612557387
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 4 -4 -5 -3 -7 -1 10 11 -2 14 20 15 17 -17 -12 -15 -19 22 -22 -14 29 -25 -26 -27 28 -28 -11
right_child=9 2 3 5 -6 7 -8 -9 -10 23 12 -13 13 18 -16 16 -18 19 -20 -21 21 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0 0.0084559934626304342 0.00039989653780150836 0.003978172382070949 0.007309351049933994 -0.009031467128746232 0.0049271681079900397 0.0086123665303416957 -0.0057144981827464249 -0.0072607038504183237 -0.00087692127979595704 -0.0023374714508407031 -0.00081479424843567772 0.0080888655309288588 -0.0099876379883978364 -0.0077828842264324764 0 0.0099756155378608082 0.0036311596040490266 0.0034102429653835582 -0.0034383735612891989 0 0.010678267951277725 -0.0012750258731494284 0.005719203372231225 0.0083071794386352753 0.0065336921059733991 -0.0042041699095035296 0.0082795261983288765 0.00045375985169356884 0.00042964178897846272
leaf_weight=23.7872064858675 32.314701810479164 187.23164766281843 10.224340215325354 12.314008623361586 35.624412506818771 8.4523950368165988 12.855877980589865 22.796937465667725 41.777477875351906 815.66123915463686 104.79628080129623 12.876648858189581 11.725463733077047 8.0909401923418027 12.635776340961455 18.489381805062294 17.764467492699623 61.658400416374207 7.1078211665153495 17.682591363787651 8.8149911165237409 29.623449176549911 22.877156376838684 49.523365631699562 18.230793878436089 20.818105101585388 72.804780870676041 12.733027979731558 111.48834535479546 1427.7581473216414
leaf_count=129 140 859 43 52 153 36 56 98 227 3790 481 57 51 35 56 76 75 264 30 89 39 129 100 205 75 86 300 52 462 6508
internal_value=0.000168989 -0.00104684 -0.000180045 -0.00289335 -0.00590145 3.16953e-05 0.000979998 -0.00250035 -0.0047141 0.000321706 0.00155745 0.00558223 0.000958634 0.00368779 -2.97835e-05 0.00036712 0.00477932 -0.000444593 -0.00303166 0.00192334 0.00522966 0.00822883 0.0015948 0.000138496 0.00158301 0.000670885 0 -0.000655174 -0.00132942 -4.07207e-05
internal_weight=3250.54 355.064 289.5 89.4121 45.8488 43.5633 200.088 31.2493 65.5647 2895.48 366.458 45.1914 321.267 88.2398 233.027 220.391 36.2538 184.137 15.1988 79.341 73.0411 38.4384 34.6026 2529.02 285.598 236.075 217.844 197.026 184.293 2243.42
internal_count=14753 1653 1297 382 196 186 915 134 356 13100 1622 197 1425 384 1041 985 151 834 65 353 319 168 151 11478 1180 975 900 814 762 10298
is_linear=0
shrinkage=0.0106442


Tree=341
num_leaves=31
num_cat=0
split_feature=85 86 79 145 29 28 89 143 29 120 86 141 85 41 29 86 40 108 148 149 92 86 79 91 35 40 3 91 145 40
split_gain=5.14551 9.34302 8.0423 7.43886 7.34128 12.7442 7.36241 6.81974 6.52632 5.75639 5.53075 5.7506 6.67657 9.52293 5.60696 5.28568 7.94206 9.96136 8.08135 7.2451 6.25368 6.22634 15.3889 6.80712 8.02264 8.88873 11.0472 6.09353 6.09208 9.52857
threshold=-0.15431372549019606 2.2649122807017545 3.0271346066537861 0.85045000000000015 4.2361111111111116 2.6125000000000003 0.27000000000000007 1.5085000000000002 4.7071428571428582 0.70700000000000007 2.3291666666666671 0.87150000000000005 -0.17357142857142852 2.0850000000000004 4.3166666666666673 2.6099033816425128 3.3450000000000002 1.0000000180025095e-35 0.24343465278309467 0.62839366515837114 -0.080416666666666636 1.0000000180025095e-35 2.8098448471773501 -0.34041666666666665 3.4250000000000003 1.7750000000000001 1551.9265026486869 0.045416666666666605 0.24245000000000003 3.0550000000000002
decision_type=2 2 2 2 2 2 2 2 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 5 -4 -6 10 -8 -1 -3 12 13 -12 -13 21 19 18 -18 -17 -20 28 23 -23 -25 26 -26 -27 -2 -30
right_child=15 2 4 -5 6 -7 8 -9 -10 -11 11 14 -14 -15 -16 16 17 -19 20 -21 -22 22 -24 24 25 27 -28 -29 29 -31
leaf_value=0.00023864707339079668 0.00098806706760208455 0.0069857408962051455 0.0039343251563738095 0.0029106484052632648 0.0072252942049347325 -0.0089509600575002762 0.0048696696726941834 0.0085049745708121582 -0.0056606049472533431 -0.0078917266385546136 0 0 -0.0063529840198343823 0.0069940947737819857 -0.008425027357426576 0.0018708289446789182 -0.0035098887867279168 -0.0048057796952008557 0.014183910752410257 -0.0052044876125807663 0 -0.004612419328268876 -0.0061006482655156097 -0.00032896832553426096 0.0096096259135551865 0.0039391130578717423 -0.0070653365044118926 0.018229194013550214 0.00026296697352213156 -0.0022292256466095888
leaf_weight=9.4636418148875219 839.51752988994122 13.431039094924925 10.228224024176596 10.411217793822287 12.324610501527784 35.562553107738495 8.461117550730707 12.879512205719946 22.769164726138115 45.541663318872452 99.627652436494827 15.704274788498877 12.809063300490378 28.865610867738724 16.816973641514778 534.89311312139034 10.945063307881357 50.811258792877197 8.6229869425296801 16.179478853940964 8.2313261628150922 33.413879573345184 61.297473520040512 180.76240577548742 7.7214161753654507 10.798303946852686 10.789758563041685 7.4705525189638129 899.72523461282253 214.33903920650482
leaf_count=53 3725 68 43 57 52 153 36 56 98 246 467 72 58 120 74 2291 49 226 37 69 37 167 286 924 33 48 48 32 4100 1028
internal_value=0.000167327 -0.00103544 -0.000176617 -0.00467551 -0.00286224 -0.00584365 3.13297e-05 0.000969893 -0.0024717 -0.00630215 0.000395591 -5.32554e-05 0.000813939 0.00161004 -0.00414378 0.000318372 0.00118221 -0.00192195 0.00297163 0.00164406 0.00780322 7.36776e-05 -0.00131577 -0.000105225 0.000538835 0.0050891 0 0.010357 0.000301133 -0.000207097
internal_weight=3250.42 354.896 289.48 65.4165 89.3457 45.7908 43.5549 200.134 31.2303 55.0053 187.255 173.824 141.302 128.493 32.5212 2895.52 629.683 78.6106 27.7994 551.073 16.8543 2265.84 312.254 250.956 217.542 36.78 18.5112 18.2689 1953.58 1114.06
internal_count=14753 1653 1297 356 382 196 186 915 134 299 859 791 645 587 146 13100 2709 349 123 2360 74 10391 1538 1252 1085 161 81 80 8853 5128
is_linear=0
shrinkage=0.0106442


Tree=342
num_leaves=31
num_cat=0
split_feature=27 31 53 134 120 101 143 55 102 53 54 141 111 0 46 22 102 86 28 111 109 10 30 5 46 147 138 46 46 104
split_gain=10.318 8.02106 7.12403 6.98493 11.6264 8.47416 6.90735 5.49404 5.65589 5.47692 5.12972 7.33465 5.06536 6.38968 5.0273 4.63798 5.47501 4.42544 9.12219 6.88365 6.90594 9.56101 9.94444 7.4713 6.8295 6.95655 7.82887 7.10352 6.90155 6.90151
threshold=0.42387500000000006 0.14124040920716111 3.4950000000000006 -0.18899999999999997 1.7070000000000001 1.3650000000000002 0.79500000000000015 1.9550000000000003 1.1015000000000004 2.1350000000000002 1.3050000000000004 -1.1379999999999997 2.1500000000000008 1525.0522271300858 3.1650000000000005 0.61250000000000016 0.78650000000000009 2.8804761904761906 5.8944444444444457 3.9500000000000006 1.5000000000000002 1.0333333333333337 0.34833164812942369 1514.6738060989455 4.1650000000000009 0.44938700955042282 9.5000000000000018 4.4350000000000014 4.0750000000000011 0.54350000000000021
decision_type=2 2 2 2 2 2 2 2 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 17 4 -3 -6 10 8 12 -8 11 -1 13 -5 -13 16 -4 24 19 20 21 23 -23 -19 28 27 -27 29 -2 -26
right_child=2 3 15 7 5 -7 9 -9 -10 -11 -12 14 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0034309391231220113 7.1760122177073814e-05 0.0062324517676716996 -0.0022489460504279656 0.003974198949400696 -0.01225028592795043 0.0019815353348829703 0.0079778377348155675 0.0051782630425836629 0.00023468235662097957 -0.0023221933981717028 -0.0089243348264392806 -0.0064936295094768851 -0.0072826427965945141 -0.0075113135841497879 0.00044987251782815837 0.0038583672423967521 -0.011108686447214485 0.0027009280205482272 0.0048583778239170003 -0.00067215327355170016 0.0054776331577924692 -0.0021696469527730114 0.0074118029821011629 0.015193360773449842 0.0014904005903492649 -0.0041730827860959278 0.00010004515564262953 0.0015387589570959848 0.0038810473997440624 -0.0055512698052370829
leaf_weight=12.874612659215925 1936.7861875444651 36.305425569415092 29.245175525546074 12.978833898901941 8.1414598673582095 9.0125760883092862 8.3981118053197878 9.9038344547152501 35.437058344483376 17.661064654588699 32.492335975170135 50.28663595020771 37.482011705636978 9.2410968989133817 11.867598056793211 5.9635743349790564 13.612501032650469 40.164453089237213 62.17555496096611 253.85261735320091 48.538236483931541 96.166710719466209 13.792599454522131 7.1305491030216208 22.869099542498589 137.29190610349178 67.911248713731766 129.30558843910694 55.706463158130646 39.928935304284096
leaf_count=60 8996 170 179 59 36 39 37 50 158 86 139 255 176 42 53 34 85 172 258 1079 204 410 57 30 97 573 284 530 237 169
internal_value=-0.000132112 -0.0020417 5.2747e-05 -0.000349059 0.00270102 -0.00416135 -0.00397158 -0.00200123 -0.00285889 0.000594567 -0.00517584 -0.00341265 -0.00487087 -0.000330327 -0.00499904 -0.00397323 -0.00530781 0.000123857 0.00101319 0.000470228 0.00193038 0.000768762 -0.000872389 0.00480623 -6.59407e-05 -0.00134343 -0.00270777 5.93323e-05 0.000183527 -0.00281983
internal_weight=3252.52 292.083 2960.44 158.502 53.4595 17.154 133.58 105.043 95.139 26.0592 107.521 75.0288 59.7019 22.2199 62.1542 48.8213 42.8577 2911.62 521.821 459.645 205.793 157.254 109.959 47.295 2389.8 397.307 205.203 192.104 1992.49 62.798
internal_count=14754 1360 13394 730 245 75 630 485 435 123 507 368 277 101 308 298 264 13096 2210 1952 873 669 467 202 10886 1653 857 796 9233 266
is_linear=0
shrinkage=0.0106442


Tree=343
num_leaves=31
num_cat=0
split_feature=27 99 108 126 47 2 27 92 22 0 36 31 130 120 0 103 138 143 95 40 28 130 27 138 102 39 56 44 92 137
split_gain=10.0982 8.2814 11.4068 8.22034 7.79826 7.48592 7.55083 7.30178 6.6757 6.13589 5.85985 7.48287 9.10632 6.14435 5.9487 5.89413 5.70904 5.56292 5.08746 5.48999 7.46267 5.84388 7.24178 6.94577 10.3749 9.10967 5.20319 8.97556 9.71779 7.88604
threshold=0.42387500000000006 0.53137254901960795 1.5000000000000002 1.4145000000000001 2.4950000000000006 -158.96561476381882 0.41436507936507944 0.20833333333333337 0.90000000000000013 1504.3703230732531 2.4250000000000003 0.13060200668896318 1.5280000000000002 1.0500000000000003 1641.7874180916881 0.5335000000000002 7.5000000000000009 0.72500000000000009 -15.749999999999996 3.6850000000000005 3.8944444444444448 1.8945000000000001 0.54211111111111121 9.5000000000000018 0.60850000000000015 0.56383682625850196 1.7350000000000001 6.5650000000000004 -0.30166666666666658 9.8500000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 18 -3 10 9 -6 -1 16 15 13 -13 -14 -12 -7 -8 -2 26 21 23 -23 25 -25 -21 27 -20 29 -29
right_child=4 5 3 -5 8 6 17 -9 -10 -11 11 12 14 -15 -16 -17 -18 -19 19 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0018120403706556759 0.0037648447716457645 0.0062070190094800888 -0.0074099874030871633 0.0050467921392365455 -0.0063111646527734986 -0.011075611497257382 -0.0090925447653024197 -0.0043938062201646635 0.0061404422225481278 0.011527461766341573 -0.0081877626725476976 -0.00020832071852653705 -0.0043080810522296131 0.0084916825774685283 0.004876622009576349 -0.00031034498697297247 -0.0015296539941863786 0 0.00041814195909794252 -0.004622020307871148 -0.0030488457737683017 0 0.014677026495178781 0.0073905126558570728 -0.0022854896797329938 0.0011994353853486506 0.00071650468473987241 0 -0.001938899384188824 0.0099888360019277818
leaf_weight=18.506721451878548 42.856658920645714 8.6874906122684461 21.75210586190224 7.2653897255659095 35.75977411866188 15.84354582428932 38.910212963819504 7.0223718583583823 4.8123547583818427 16.893761977553368 24.251587346196175 12.058299660682676 35.826256707310677 21.678163558244705 9.3580512851476652 24.647995725274086 18.358121648430824 10.809773460030554 816.89062906801701 64.226820573210716 143.87373760342598 11.578686326742174 6.7517189383506766 26.826000332832336 21.335180804133415 53.756577387452126 1272.1884447187185 27.502264276146889 418.23950026929379 13.737338215112684
leaf_count=87 189 41 102 32 222 75 183 32 28 76 116 60 164 101 40 116 85 50 3805 314 652 51 30 123 96 230 5490 131 1970 63
internal_value=-0.000130454 -0.00202035 0.00102052 -0.00392947 5.23335e-05 -0.00305349 -0.00348299 0.00465368 -0.00457564 0.00674481 -0.00227368 -0.00112535 0.000790323 0.00507106 -0.00217364 -0.0044317 -0.0062585 -0.00721272 0.000120236 6.22959e-05 -0.00122809 0.000135052 0.00588079 -0.000435711 0.00288623 -0.00188067 0.000232663 -0.000241373 -0.00143674 0.00340162
internal_weight=3252.21 291.87 71.4404 29.0175 2960.34 220.429 211.742 42.4229 40.5721 35.4005 162.022 127.82 78.9208 33.7365 45.1843 48.8996 34.2017 49.72 2919.76 2876.91 328.349 184.475 18.3304 166.145 48.1612 117.983 2548.56 1276.37 459.479 41.2396
internal_count=14754 1360 329 134 13394 1031 990 195 250 163 757 597 365 161 204 232 160 233 13144 12955 1496 844 81 763 219 544 11459 5969 2164 194
is_linear=0
shrinkage=0.0106442


Tree=344
num_leaves=31
num_cat=0
split_feature=27 99 30 31 49 47 24 113 2 27 121 23 55 144 80 14 27 9 39 11 27 86 30 1 27 4 44 4 110 132
split_gain=9.90324 8.12726 9.26233 8.01803 8.75426 7.64602 9.49389 7.39132 7.33825 7.41412 5.97043 5.81889 6.5914 6.36049 5.69705 5.3767 5.3032 4.88774 4.88599 4.71643 4.68839 4.247 6.35659 7.66985 7.2559 7.85803 7.31816 6.40135 5.781 6.52131
threshold=0.42387500000000006 0.53137254901960795 0.22110323886639674 0.17726007720621242 1.635 2.4950000000000006 0.61250000000000016 0.59050000000000014 -158.96561476381882 0.41436507936507944 1.6835000000000002 3.4142857142857146 1.5450000000000002 -0.00064999999999999986 0.057580777954459206 0.45000000000000007 0.39387500000000003 1.1083333333333336 0.25571053638156627 1.591666666666667 0.36050000000000004 2.8804761904761906 0.13089675122385402 1580.0855587146273 0.51950000000000018 1472.3059830353902 5.4350000000000014 1639.2978401016865 2.9500000000000006 1.3540000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 21 -7 17 -3 11 -11 12 13 -10 -13 18 -5 -6 -14 -17 -15 -2 23 24 26 -26 -23 28 -24 -30
right_child=5 8 -4 16 7 6 -8 -9 9 10 -12 14 15 20 -16 19 -18 -19 -20 -21 -22 22 27 -25 25 -27 -28 -29 29 -31
leaf_value=0.011281371622167267 -6.6436076683616866e-05 0.0061274312428791795 -0.0098062972677182975 0.001833222731088185 3.6623188621811616e-05 -0.0071935159803921201 0.0052861758107280495 0.0078981447578073561 0.0013293225433670625 -0.0093674287949058414 -8.8512879672119905e-05 0.0097904340707975022 -0.00096592903662878564 0 -0.00092557898421667879 -0.0044852551063348668 0.015612212724098587 -0.0075093637545093463 0.010625796540492442 0.00064319720755921165 -0.0098358876584865029 0.0020889364476831653 0.0032334253331928187 -0.0058623431053163935 0.01227346951078183 0.00033395931491601898 -0.0041349281109889476 0.0083055962293912475 0.0020557241474277836 -0.0014665075263612592
leaf_weight=6.9197570383548728 2396.8694953843951 8.706554710865019 7.6305116117000571 8.8580176085233706 14.461266800761221 32.686015732586384 7.7701341509819022 6.8838262856006613 7.9466434717178336 36.639355897903442 12.96179638803005 8.1639397293329257 5.9827348217368108 7.8734569251537314 13.582180246710776 48.637584954500198 7.6637253910303107 19.027338534593582 7.4864976853132248 29.428559482097626 32.796010911464691 37.037192732095718 126.78164932131767 28.248800441622734 10.517058581113817 20.239520594477654 46.861270144581795 16.634190753102303 125.29385876655579 111.21662829816341
leaf_count=30 10929 41 35 40 69 206 44 31 35 174 59 35 30 35 62 239 34 90 38 137 146 156 533 124 44 86 207 69 529 467
internal_value=-0.000129038 -0.00200138 0.00100952 0.00246724 1.21106e-05 5.189e-05 -0.00453727 -0.00165953 -0.0030259 -0.00345231 -0.0071542 -0.00225334 -0.00308358 -0.00630893 0.00261493 -0.00125591 0.00885978 -0.00393749 0.00469801 -0.00241758 -0.00805941 0.000119072 0.000989588 -0.000875966 0.000261069 0.00475776 -0.00126233 0.00171891 0.00138844 0.000355067
internal_weight=3251.81 291.65 71.4444 63.8139 47.2922 2960.16 40.4561 40.3724 220.205 211.499 49.6012 161.898 140.151 48.6161 21.7461 91.5354 16.5217 33.4886 13.4692 78.0661 40.6695 2919.7 522.83 142.904 114.655 30.7566 83.8985 379.926 363.292 236.51
internal_count=14754 1360 329 294 220 13394 250 190 1031 990 233 757 660 216 97 444 74 159 68 376 181 13144 2215 617 493 130 363 1598 1529 996
is_linear=0
shrinkage=0.0106442


end of trees

feature_importances:
Column_86=443
Column_30=196
Column_145=189
Column_26=186
Column_3=183
Column_99=178
Column_27=169
Column_85=160
Column_47=158
Column_29=149
Column_136=149
Column_35=148
Column_122=147
Column_40=144
Column_98=142
Column_28=141
Column_4=139
Column_102=134
Column_31=130
Column_130=130
Column_93=129
Column_137=129
Column_123=128
Column_131=126
Column_105=125
Column_135=124
Column_55=123
Column_111=118
Column_141=118
Column_41=114
Column_104=107
Column_5=106
Column_79=105
Column_110=105
Column_134=105
Column_144=105
Column_8=104
Column_56=103
Column_0=102
Column_1=102
Column_147=102
Column_143=101
Column_132=98
Column_103=97
Column_9=96
Column_54=96
Column_91=96
Column_133=96
Column_148=96
Column_90=95
Column_120=95
Column_11=93
Column_89=92
Column_38=91
Column_51=87
Column_7=86
Column_2=85
Column_149=85
Column_142=84
Column_49=83
Column_46=81
Column_94=81
Column_95=81
Column_80=79
Column_36=77
Column_53=76
Column_108=76
Column_48=75
Column_92=74
Column_34=72
Column_126=71
Column_6=70
Column_150=70
Column_50=69
Column_138=69
Column_127=65
Column_39=63
Column_84=63
Column_37=62
Column_44=62
Column_42=61
Column_52=56
Column_114=56
Column_121=55
Column_10=54
Column_106=46
Column_100=44
Column_146=44
Column_45=41
Column_119=40
Column_77=39
Column_96=39
Column_112=39
Column_125=38
Column_23=37
Column_101=36
Column_107=35
Column_115=35
Column_78=34
Column_124=34
Column_113=32
Column_118=32
Column_12=31
Column_25=30
Column_19=29
Column_109=24
Column_14=22
Column_97=22
Column_116=22
Column_13=21
Column_16=21
Column_18=21
Column_22=21
Column_24=21
Column_15=20
Column_140=20
Column_17=17
Column_21=16
Column_20=12
Column_128=10
Column_117=9
Column_151=8
Column_129=7
Column_139=6
Column_64=2
Column_66=1
Column_71=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: 0.0106442]
[num_leaves: 31]
[num_threads: 4]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 8]
[min_data_in_leaf: 30]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.772187]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 3]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.666285]
[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: 0.985743]
[lambda_l2: 3.96042e-06]
[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
