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tianlh
LightGBM-DCU
Commits
9ca29e66
Commit
9ca29e66
authored
Nov 08, 2016
by
Guolin Ke
Browse files
Delete model.txt
parent
652d1618
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652d1618
gbdt
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leaf_value=-0.0142275 -0.0296537 -0.00508812 0.00310288 -0.022616 0.00963555 -0.00647172 -0.0218033 -0.00424926 -0.0229827 0.0271117 0.0328816 -0.0161106 0.00322631 -0.0217149 0.022576 0.0182503 0.0343262 -0.00265101 -0.00789809 -0.00104151 0.0266237 0.014438 0.00295578 -0.0187621 0.0307001 0.0368939 0.00144809 -0.010106 -0.00153004 -0.00709855
Tree=91
num_leaves=31
split_feature=27 0 2 5 11 16 26 15 8 5 4 11 4 19 19 19 11 1 11 9 5 15 19 22 7 5 5 26 22 6
split_gain=0.525842 1.8807 2.16804 2.02428 4.01251 1.93193 1.83939 2.77412 7.94543 2.46857 2.72811 3.77103 5.7051 4.46464 3.58959 2.80686 2.34678 2.97464 2.33507 6.1494 3.6073 3.19132 3.99867 3.07103 2.85281 2.2265 1.83484 2.65443 3.88375 4.60319
threshold=0.8565 1.624 0.36 0.4825 -0.5815 1.911 0.7935 0.3575 0.5435 1.2695 1.2805 0.8135 0.1045 0.3385 -0.3615 -0.1305 -0.8145 0.0805 -0.5815 0.7375 0.5675 0.3575 -0.3615 0.9115 -0.3245 0.8165 0.5675 0.9645 0.9895 -0.0985
left_child=1 3 -3 4 -1 -6 18 9 25 10 11 12 15 -14 -13 -8 -10 -18 19 -5 -20 22 -22 -23 -24 -9 -2 28 29 -28
right_child=26 2 -4 6 5 -7 7 8 16 -11 -12 14 13 -15 -16 -17 17 -19 20 -21 21 23 24 -25 -26 -27 27 -29 -30 -31
leaf_parent=4 26 2 2 19 5 5 15 25 16 9 10 14 13 13 14 15 17 17 20 19 22 23 24 23 24 25 29 27 28 29
leaf_value=0.0094869 0.00761793 0.0183811 -0.00299742 -0.0249652 -0.00701958 -0.0291339 0.00228407 0.0178682 -0.015286 -0.0204801 0.0176946 -0.0298405 0.0063695 -0.0279744 -0.000388119 0.026823 -0.00626719 0.0179905 0.0187033 0.00557892 0.0183712 0.000871049 0.00744829 -0.0260748 -0.017903 0.042656 -0.00317223 -0.000199772 0.00271646 -0.0293587
Tree=92
num_leaves=31
split_feature=24 19 11 5 22 7 11 17 21 0 9 17 26 9 4 1 22 17 7 15 11 8 3 18 22 16 0 24 3 1
split_gain=0.58715 1.90817 2.0284 3.15654 4.36453 4.0749 2.88222 3.41035 2.51222 2.49994 1.55278 4.46343 2.90576 2.08179 3.11266 2.29395 1.53153 3.61166 3.05441 2.60936 3.4579 6.13123 3.06431 2.8796 2.50605 3.25579 4.84326 4.6881 6.37159 3.6619
threshold=0.7385 1.2475 0.3425 0.8755 0.9895 -0.3245 -0.5815 0.8375 0.8565 0.8245 0.4485 0.7695 0.6685 0.5375 0.5575 -0.1105 0.8555 0.4415 1.2855 -0.1125 0.115 0.5435 0.7615 -0.0915 0.9635 0.637 0.4685 0.8975 0.9335 0.6625
left_child=1 2 6 5 -5 -4 7 9 -8 -1 11 -2 -12 14 15 -14 18 -18 19 20 -15 -22 -21 -24 25 26 -19 -27 -29 -28
right_child=10 -3 3 4 -6 -7 8 -9 -10 -11 12 -13 13 16 -16 -17 17 24 -20 22 21 -23 23 -25 -26 27 29 28 -30 -31
leaf_parent=9 11 1 5 4 4 5 8 7 8 9 12 11 15 20 14 15 17 26 18 22 21 21 23 23 24 27 29 28 28 29
leaf_value=0.00392871 -0.00679999 -0.00838527 0.00546457 0.0250862 -0.0103647 -0.0228385 0.00482313 0.0130771 0.0255339 -0.0210816 -0.0198217 0.0209427 -0.0145224 0.0182224 -0.0248477 0.00972685 0.0141702 0.0224153 0.0192597 -0.0155429 -0.022398 0.0148343 -0.00959588 0.0125173 0.000208387 -0.0308689 -0.0106371 0.0117349 -0.0220451 0.0107206
Tree=93
num_leaves=31
split_feature=25 20 17 11 10 2 19 21 13 16 22 9 7 0 4 17 1 0 26 26 12 25 24 25 13 9 9 12 18 3
split_gain=0.581433 1.95356 4.93105 2.44358 1.54735 1.48019 3.29088 3.25618 3.99658 3.12611 6.02277 5.08152 4.5225 4.06966 3.11367 3.07656 2.78092 2.00536 4.87771 3.75186 3.03553 2.29175 1.41487 2.4557 4.60269 4.30192 4.96519 3.79629 3.75449 3.66564
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left_child=22 5 4 -4 -3 6 -2 8 -7 12 14 -12 16 -14 -11 -15 -9 18 21 -19 -21 -8 23 24 27 -25 29 28 -1 -27
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leaf_parent=28 6 4 3 3 4 8 21 16 8 14 11 11 13 15 14 15 16 19 18 20 20 21 22 25 24 29 26 27 28 29
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Tree=94
num_leaves=31
split_feature=1 2 21 0 21 15 3 19 2 26 16 21 2 6 24 15 19 21 7 24 23 7 16 20 10 10 6 11 9 18
split_gain=0.563783 3.31219 2.89861 3.19279 4.75509 3.6461 3.0511 2.2051 2.14425 1.91252 4.76453 5.20982 2.14717 3.52294 4.13203 7.5996 3.89719 4.61705 2.32452 6.43382 4.31118 3.65397 3.61189 4.08632 5.76506 5.4487 6.09758 5.02433 3.32831 2.9086
threshold=0.8945 -1.2845 1.1015 0.8245 0.9295 0.3575 1.0285 -0.1305 0.36 1.3435 1.911 0.9605 -1.044 0.0725 0.8225 0.3575 1.0475 0.7995 0.6025 0.8225 0.9985 0.1395 0.637 0.7755 -0.1055 -0.1055 0.2535 0.5755 1.1685 -0.0915
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Tree=95
num_leaves=31
split_feature=13 14 7 24 16 10 27 7 6 13 27 13 1 6 24 0 2 7 10 9 1 10 18 1 0 7 3 24 14 2
split_gain=0.553146 5.23594 5.21069 2.41379 2.54047 2.10643 2.02316 1.05381 3.26806 3.73006 4.50261 5.17599 5.43299 1.42381 3.14824 3.31782 1.97851 2.99784 3.84132 2.40872 3.58384 2.25594 4.24371 7.31538 4.43531 3.86056 3.6626 4.24336 3.25871 4.58227
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leaf_parent=8 2 5 3 4 4 6 6 14 12 9 10 11 12 27 15 15 18 19 18 20 20 23 28 23 24 25 26 27 29 29
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Tree=96
num_leaves=31
split_feature=0 5 6 6 27 7 21 16 13 10 4 5 13 10 6 18 18 14 9 18 19 15 22 14 5 5 23 18 23 23
split_gain=0.658036 5.8098 4.20081 4.63825 4.30031 3.93139 4.14189 4.13315 3.76824 2.8736 2.13856 1.80641 6.86851 3.06862 2.1881 3.29248 1.57424 3.99249 4.0543 3.41276 5.26451 5.77221 2.91298 4.17581 2.55326 5.47764 5.41109 2.46905 5.57183 3.57733
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Tree=97
num_leaves=31
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Tree=98
num_leaves=31
split_feature=25 2 11 0 18 0 5 5 16 11 2 10 16 24 9 27 26 25 14 20 25 14 22 25 21 19 17 14 10 14
split_gain=0.516183 2.05023 2.12822 2.49174 5.8295 4.80052 2.55856 0.990636 2.60687 3.10542 4.47154 2.67616 1.11052 3.42773 3.38543 3.2377 5.95796 4.85156 3.09515 3.05881 3.00402 2.94332 2.77581 2.95073 3.94709 3.24359 2.49711 3.54136 2.68293 2.41826
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left_child=7 2 3 6 -5 -6 -2 12 9 -9 -11 -10 13 -1 18 16 -14 -17 -15 21 22 26 29 -24 -25 -26 -18 28 -28 -19
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leaf_parent=13 6 1 2 4 5 5 6 9 11 10 10 11 16 18 14 17 26 29 18 19 20 21 23 24 25 25 28 27 28 29
leaf_value=-0.000106127 -0.00111397 0.00950508 -0.0225095 -0.0202757 0.0289603 -0.00283725 -0.0255918 -0.018863 -9.88802e-005 -0.0124548 0.0198458 0.0261335 -0.00867 0.0164283 0.0271903 -0.0275088 0.014574 -0.0246636 -0.00919733 0.025473 -0.0192388 0.0221286 -0.00863461 0.0269484 0.015488 -0.00745179 -0.00734307 -0.0227933 0.0168415 -0.00162723
Tree=99
num_leaves=31
split_feature=25 24 13 18 21 11 7 2 3 22 26 17 13 13 2 19 21 2 9 16 0 18 16 9 26 6 2 18 1 23
split_gain=0.468182 1.96477 2.77786 4.60921 3.82145 4.73596 3.84675 3.51879 3.65402 3.80815 3.40133 3.34042 3.23498 3.23396 2.30097 2.10779 4.05897 2.60487 3.16783 2.58462 1.7768 1.28092 3.13933 5.68839 4.15015 3.99878 3.20392 2.48463 3.29205 3.81067
threshold=0.9485 1.2295 0.6065 0.2795 1.1015 -0.5815 1.2855 1.2875 0.5005 0.9635 1.0565 1.0875 1.2095 0.7995 -0.1025 -1.2825 1.3005 0.8325 1.2935 0.637 0.7495 0.8775 1.911 0.6075 0.9645 0.4465 -0.3345 -0.0915 0.8945 0.9945
left_child=21 2 3 -2 5 13 7 8 -7 12 -6 -12 -10 -4 -15 -3 17 18 19 -17 -11 27 23 -23 25 -25 -24 -1 29 -29
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leaf_parent=27 3 15 13 3 10 8 6 7 12 20 11 11 12 14 14 19 16 17 18 19 20 23 26 25 24 25 26 29 28 29
leaf_value=-0.000915941 -0.026126 0.0177388 0.00302545 0.00430722 0.0220376 -0.0211765 0.0198918 0.0177302 0.0190108 -0.0230601 0.0139579 -0.015012 -0.00880847 -0.00941417 -0.0300373 0.0129009 -0.0152787 -0.00756247 0.0254242 -0.00936412 -0.0012408 -0.030852 -0.00977537 0.0253692 -0.0169773 -0.00718978 0.0145032 0.00370448 -0.00446472 0.0185589
feature importances:
Column_25=202
Column_27=179
Column_22=169
Column_0=162
Column_24=158
Column_5=151
Column_26=150
Column_9=145
Column_21=127
Column_3=124
Column_13=116
Column_23=112
Column_11=109
Column_6=100
Column_10=97
Column_1=95
Column_18=94
Column_19=91
Column_7=88
Column_17=88
Column_14=87
Column_2=79
Column_4=69
Column_15=59
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Column_16=42
Column_12=30
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