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tree |
version=v3 |
num_class=9 |
num_tree_per_iteration=9 |
label_index=0 |
max_feature_idx=10 |
objective=multiclass num_class:9 |
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 |
feature_infos=[0:17.462764063495118] [0:21.950511735775493] [0:20.167710415427706] [0:19.919286791253864] [0:33.140982604211274] [0:18.293993955024668] [0:21.972525585940197] [0:23.269893218498208] [0:14.961580628674605] [0:18.643998702683056] [0:22.085835715742867] |
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Tree=0 |
num_leaves=8 |
num_cat=0 |
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split_gain=31574.7 8327.51 3104.35 15291.4 2929.78 1485.91 64.9239 |
threshold=14.871999165111028 9.1322750842111429 9.5962103380085662 11.210929380653097 11.642120317757486 9.996342174341839 9.4161718851066158 |
decision_type=2 2 2 2 2 2 2 |
left_child=1 5 6 -4 -3 -1 -2 |
right_child=2 4 3 -5 -6 -7 -8 |
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leaf_count=868 56063 7146 3989 15876 780 2587 2869 |
internal_value=-2.08053 -1.63664 -2.14468 -2.04719 -1.47569 -2.0064 -2.17755 |
internal_weight=0 1399.09 9686.69 2442.05 974.361 424.731 7244.64 |
internal_count=90178 11381 78797 19865 7926 3455 58932 |
is_linear=0 |
shrinkage=1 |
Tree=1 |
num_leaves=8 |
num_cat=0 |
split_feature=8 8 0 0 8 3 3 |
split_gain=5280.9 17309 6429.74 847.673 21.4872 54.0288 0.491808 |
threshold=14.907335691510722 14.892420099699093 9.2506165925002755 8.4856532054216007 14.910527555780067 8.3912310005437636 7.555671347408925 |
decision_type=2 2 2 2 2 2 2 |
left_child=1 3 -3 -1 5 -2 -6 |
right_child=4 2 -4 -5 6 -7 -8 |
leaf_value=-2.6526013088494138 -2.5965720784190478 -2.0968184706669581 -2.7497273029337514 -2.8444023284755109 -2.8557084387944185 -2.8434904743196068 -2.865697490145803 |
leaf_weight=261.37554734945297 9.3725575059652311 567.89778015017509 205.33821409195662 1895.6987614706159 144.02056674659252 60.921623788774014 2807.4769965931773 |
leaf_count=3960 142 8604 3111 28721 2182 923 42535 |
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internal_weight=0 2930.31 773.236 2157.07 3021.79 70.2942 2951.5 |
internal_count=90178 44396 11715 32681 45782 1065 44717 |
is_linear=0 |
shrinkage=1 |
Tree=2 |
num_leaves=8 |
num_cat=0 |
split_feature=1 8 8 8 8 8 8 |
split_gain=12181 11210.4 2551.12 1212.91 4376.85 6.25014 1.82363 |
threshold=7.9407601925357643 14.904746724265181 14.893562915328795 14.907335691510722 14.893110676724056 14.909654479947964 14.909654479947964 |
decision_type=2 2 2 2 2 2 2 |
left_child=1 2 -1 4 -2 -3 -5 |
right_child=3 5 -4 6 -6 -7 -8 |
leaf_value=-2.3012275212491669 -2.9280033812044248 -2.8084993779411862 -1.6861404798037347 -2.9298347161833647 -2.6041095828196532 -2.9548457983319611 -2.9551308729498302 |
leaf_weight=128.94122023135424 1880.0540083050728 2.3664506301283827 148.54028570652008 41.928650908172131 535.12123351544142 195.56590720266104 2539.3228825703263 |
leaf_count=2125 30984 39 2448 691 8819 3223 41849 |
internal_value=-2.86104 -2.3779 -1.96892 -2.9071 -2.85616 -2.95284 -2.95475 |
internal_weight=0 475.414 277.482 4996.43 2415.18 197.932 2581.25 |
internal_count=90178 7835 4573 82343 39803 3262 42540 |
is_linear=0 |
shrinkage=1 |
Tree=3 |
num_leaves=8 |
num_cat=0 |
split_feature=2 8 8 1 2 8 2 |
split_gain=7052.99 21359.5 7040.19 666.846 1339.71 318.452 155.132 |
threshold=13.912018552077223 14.900969179202596 14.834612849217498 10.326383371568493 14.571220060887315 14.905998535555076 14.404392704405003 |
decision_type=2 2 2 2 2 2 2 |
left_child=1 2 -1 6 -5 -3 -2 |
right_child=3 5 -4 4 -6 -7 -8 |
leaf_value=-2.8491642790359317 -2.9059026021983621 -2.6422860029732553 -1.7335607740626078 -2.5252737261786193 -2.9054460231218138 -2.9613502939343364 -2.9601137331738712 |
leaf_weight=72.548993431031704 641.16816352680326 31.792474880814552 256.61069010943174 110.37725771591067 551.88628857955337 701.22725611180067 3023.4524091072381 |
leaf_count=1214 10729 532 4294 1847 9235 11734 50593 |
internal_value=-2.87726 -2.64649 -1.97862 -2.93395 -2.84165 -2.94721 -2.95064 |
internal_weight=0 1062.18 329.16 4326.88 662.264 733.02 3664.62 |
internal_count=90178 17774 5508 72404 11082 12266 61322 |
is_linear=0 |
shrinkage=1 |
Tree=4 |
num_leaves=5 |
num_cat=0 |
split_feature=8 8 2 3 |
split_gain=36963.2 27970.7 1823.3 1483.93 |
threshold=14.89098124964333 14.889251060631423 13.62099497007585 9.2237323948137391 |
decision_type=2 2 2 2 |
left_child=1 3 -3 -1 |
right_child=-2 2 -4 -5 |
leaf_value=-1.5279995760811251 -1.7098760935120227 -1.5989468364818151 -1.1758367920798567 -1.6837910107806495 |
leaf_weight=930.26452162861824 10563.384122207761 105.43965803086758 2986.9730318933725 1779.4076540321112 |
leaf_count=5126 58207 581 16459 9805 |
internal_value=-1.5985 -1.39574 -1.19026 -1.6303 |
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