tree
version=v3
num_class=4
num_tree_per_iteration=4
label_index=0
max_feature_idx=158
objective=multiclass num_class:4
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Tree=0
num_leaves=7
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Tree=1
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Tree=2
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Tree=3
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Tree=4
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Tree=5
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is_linear=0
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Tree=6
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split_feature=1 67 139 139 140 1
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decision_type=2 2 2 2 2 2
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internal_weight=0 39345.4 12187.8 27157.6 40006.4 1680.32
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Tree=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 6499.81 26332.3 5227.42 1593.46 1272.4
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Tree=8
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decision_type=2 2 2 2 2 2
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internal_weight=0 46692.4 38996 33693.9 8679.06 12998.5
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Tree=9
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split_gain=44066 6892.94 3246.92 2493.12 1246.55 1128.39
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decision_type=2 2 2 2 2 2
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Tree=10
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=11
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split_gain=40807.8 3620.52 2513.82 1847.19 1173.14 720.711
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decision_type=2 2 2 2 2 2
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right_child=1 5 4 -5 -6 -7
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is_linear=0
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Tree=12
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decision_type=2 2 2 2 2 2
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internal_weight=0 38275.7 45677.6 18598.6 28736.6 9539.08
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is_linear=0
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Tree=13
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split_gain=31404.8 7307.81 2352.9 2291.83 1901.59 1494.47
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decision_type=2 2 2 2 2 2
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internal_weight=0 18002.1 12768.1 31733.7 10082.5 5234.01
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is_linear=0
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Tree=14
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decision_type=2 2 2 2 2 2
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Tree=15
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split_gain=31409.3 3535.63 2039.01 1045.96 997.594 448.026
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=16
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=17
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decision_type=2 2 2 2 2 2
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internal_weight=0 18952.6 12236.3 29571.5 6716.27 8203.91
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is_linear=0
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Tree=18
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Tree=19
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=20
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Tree=21
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Tree=22
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Tree=23
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Tree=24
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Tree=25
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Tree=26
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Tree=27
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decision_type=2 2 2 2 2 2
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Tree=28
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Tree=29
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decision_type=2 2 2 2 2 2
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Tree=30
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decision_type=2 2 2 2 2 2
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Tree=31
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decision_type=2 2 2 2 2 2
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Tree=32
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=33
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=34
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Tree=35
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decision_type=2 2 2 2 2 2
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Tree=36
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Tree=37
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Tree=38
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Tree=39
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Tree=40
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Tree=41
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Tree=42
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Tree=43
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Tree=44
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Tree=45
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decision_type=2 2 2 2 2 2
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internal_weight=0 16371.5 21741.2 10630.5 12224.5 4147.03
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Tree=46
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decision_type=2 2 2 2 2 2
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internal_weight=0 37553.4 12677.6 24875.8 18932.6 2724
internal_count=173352 86740 38201 48539 86612 7574
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Tree=47
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split_gain=7525.46 948.903 686.608 652.632 488.664 224.877
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decision_type=2 2 2 2 2 2
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internal_weight=0 13397.3 11280.6 11194.6 2116.75 1404.52
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is_linear=0
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Tree=48
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decision_type=2 2 2 2 2 2
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internal_weight=0 46408.4 22313.2 24095.2 17705.8 12245.9
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is_linear=0
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Tree=49
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decision_type=2 2 2 2 2 2
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internal_weight=0 18211.1 18523.4 14739.1 8002.62 3472.05
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is_linear=0
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Tree=50
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decision_type=2 2 2 2 2 2
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leaf_value=0.071101548345262985 0.026827795634489324 0.03958510453470801 -0.021133148524523419 0.0049545005469500631 -0.070768139931838628 -0.079448072273637482
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internal_weight=0 36498.5 19711.1 16787.4 17660.5 1630.1
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Tree=51
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split_gain=6438.3 999.64 794.183 518.284 396.593 204.831
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decision_type=2 2 2 2 2 2
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internal_weight=0 13704.1 4649.99 10036.9 9054.09 953.049
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is_linear=0
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Tree=52
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=53
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split_gain=6250.11 1763.55 1144.17 1129.33 661.258 658.753
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decision_type=2 2 2 2 2 2
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internal_weight=0 18735.7 16657.4 13184 7077.75 5551.73
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is_linear=0
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Tree=54
num_leaves=7
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split_gain=8035.01 3677.38 1531.01 833.767 723.198 496.791
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decision_type=2 2 2 2 2 2
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internal_weight=0 35638.4 19511.8 16346.6 4965.8 16126.6
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is_linear=0
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Tree=55
num_leaves=7
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split_feature=82 98 94 97 84 20
split_gain=6097.8 825.826 855.536 563.132 408.448 216.196
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decision_type=2 2 2 2 2 2
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internal_weight=0 12979.7 6707.59 9935.89 6272.09 1994.07
internal_count=173352 47740 28428 125612 19312 11800
is_linear=0
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Tree=56
num_leaves=7
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split_feature=19 13 16 8 13 155
split_gain=3356.16 1180.42 1265.56 936.596 715.512 276.904
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decision_type=2 2 2 2 2 2
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internal_weight=0 37937 27734.8 22325.8 18918.1 10202.2
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is_linear=0
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Tree=57
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 19198.6 15082.9 14952.6 6278.53 4115.7
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is_linear=0
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Tree=58
num_leaves=7
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split_feature=2 68 0 43 0 96
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decision_type=2 2 2 2 2 2
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internal_weight=0 34850.1 22169.5 12680.6 15099.4 3428.33
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is_linear=0
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Tree=59
num_leaves=7
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split_gain=5229.73 842.041 657.372 558.03 241.606 173.209
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decision_type=2 2 2 2 2 2
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internal_weight=0 13695 7451.77 6243.19 8406.42 1292.89
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is_linear=0
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Tree=60
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 49388.3 32564.6 16823.7 9309.12 8739.39
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is_linear=0
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Tree=61
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decision_type=2 2 2 2 2 2
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Tree=62
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 26996.7 14480.1 21153.5 19386.1 12516.7
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Tree=63
num_leaves=7
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=64
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 43393.7 26866.5 16527.3 13676.4 9190.7
internal_count=173352 126225 85164 41061 47127 30052
is_linear=0
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Tree=65
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split_gain=4044.85 1473.83 748.076 687.929 566.124 399.714
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decision_type=2 2 2 2 2 2
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internal_weight=0 21072.1 11870.3 9201.87 10882.7 4509.82
internal_count=173352 78434 43852 34582 94918 31407
is_linear=0
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Tree=66
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decision_type=2 2 2 2 2 2
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internal_weight=0 33690.7 22570.7 11120 12685 3451.56
internal_count=173352 91518 52698 38820 81834 12598
is_linear=0
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Tree=67
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split_gain=4022.3 660.076 757.252 408.147 231.061 128.656
threshold=0.023267187539406365 0.41779434171932606 -0.091015115048236186 0.039298013246590935 0.22675071012474327 0.021514003802641464
decision_type=2 2 2 2 2 2
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internal_weight=0 13510.2 6852.1 6658.09 7195.45 1195.85
internal_count=173352 51832 30274 21558 121520 9117
is_linear=0
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Tree=68
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split_feature=0 54 1 76 120 1
split_gain=2312.12 2494.04 1091.42 663.943 663.64 524.979
threshold=2.5280731439213464 43.058474115579429 -0.3193104971510658 0.049748830535420792 0.93391092379333707 -0.2673845062809358
decision_type=2 2 2 2 2 2
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right_child=1 4 -4 5 -6 -7
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internal_weight=0 38893.8 22786.7 16863.5 16107.1 9293.28
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is_linear=0
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Tree=69
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split_feature=33 112 11 140 110 123
split_gain=3510.73 1279.27 861.361 853.5 569.294 469.779
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decision_type=2 2 2 2 2 2
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right_child=1 3 5 -5 -6 -7
leaf_value=-0.06726718413673137 -0.019460204555573304 -0.02510574832227043 0.023447580270390012 0.029657830042912184 0.077746613166171222 -0.033428368583467011
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internal_weight=0 17983.4 13041.3 12178 5805.4 6794.64
internal_count=173352 71610 101742 47891 23719 39703
is_linear=0
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Tree=70
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split_feature=2 140 55 10 11 34
split_gain=4368.99 2139.02 873.903 706.869 666.875 182.863
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decision_type=2 2 2 2 2 2
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internal_weight=0 32134.4 21689.6 12663.1 10444.8 8970.89
internal_count=173352 88790 51539 84562 37251 71296
is_linear=0
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Tree=71
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split_feature=82 19 82 97 10 19
split_gain=3575.28 638.772 688.48 337.982 217.326 162.297
threshold=0.0029885520598054486 -0.36186204460692445 0.016986788971259239 0.22675071012474327 0.013375641703815378 -0.43473745968428062
decision_type=2 2 2 2 2 2
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internal_weight=0 13164.8 11553.2 6910.68 1611.52 1520.48
internal_count=173352 54560 47788 118792 6772 10183
is_linear=0
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Tree=72
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split_feature=0 54 139 34 87 30
split_gain=1938.03 2086.63 910.983 664.235 556.768 449.97
threshold=2.2793652448710362 34.848862807583238 -0.25311783331851734 0.4695613410038495 0.0048611635487731085 11.118364710242398
decision_type=2 2 2 2 2 2
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internal_weight=0 40321.1 20393.6 19927.5 14096.7 8638.54
internal_count=173352 121444 52909 68535 51908 33115
is_linear=0
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Tree=73
num_leaves=7
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split_feature=34 140 90 33 115 83
split_gain=3070.15 1086.67 1254.56 613.995 488.578 344.342
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decision_type=2 2 2 2 2 2
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internal_weight=0 20928.2 13436.8 7491.4 9181.62 3839.58
internal_count=173352 82532 51564 30968 90820 28742
is_linear=0
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Tree=74
num_leaves=7
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split_gain=4129.7 2259.46 1369.98 720.373 719.178 315.615
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decision_type=2 2 2 2 2 2
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internal_weight=0 32734.2 22255 10479.2 10619.3 10089.8
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is_linear=0
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Tree=75
num_leaves=7
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split_feature=82 19 82 76 103 19
split_gain=3124.58 565.879 613.011 321.296 287.598 141.295
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decision_type=2 2 2 2 2 2
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internal_weight=0 13059.1 10673.9 6442.83 2385.23 1595.14
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is_linear=0
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Tree=76
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split_feature=1 54 123 0 1 17
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decision_type=2 2 2 2 2 2
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internal_weight=0 41637.2 25415.5 16221.7 11506.8 7532
internal_count=173352 129640 85555 44085 43712 26637
is_linear=0
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Tree=77
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split_feature=106 139 45 113 108 99
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threshold=-0.093961106658390456 -1.0000000180025095e-35 0.0063697808538260596 -0.098573351712551979 8.0495611888844234 7.1989008400424774
decision_type=2 2 2 2 2 2
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internal_weight=0 13961.5 15270.7 8145.56 5063.24 8898.27
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is_linear=0
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Tree=78
num_leaves=7
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split_gain=4389.92 1934.14 1061.97 328.746 224.511 241.727
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decision_type=2 2 2 2 2 2
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internal_weight=0 31841.8 19835.7 12006.1 10118.4 1830.91
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is_linear=0
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Tree=79
num_leaves=7
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=80
num_leaves=7
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=81
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decision_type=2 2 2 2 2 2
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internal_weight=0 18564.5 13554.4 9851.53 4344.71 5010.12
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Tree=82
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 31139.7 18918.1 12221.7 9468.86 2824.61
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is_linear=0
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Tree=83
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 12456.6 10524.5 6047.19 1932.07 1876.7
internal_count=173352 51150 44021 122202 7129 20693
is_linear=0
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Tree=84
num_leaves=7
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split_feature=19 0 16 84 1 30
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threshold=-0.044225105060633652 1.8414287563893372 -0.087660908132064119 0.00040401257243733547 -0.33079587572931096 8.8466241070351082
decision_type=2 2 2 2 2 2
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internal_weight=0 33135.5 27472.7 5662.77 17684.3 15902.8
internal_count=173352 98958 78775 20183 74394 64614
is_linear=0
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Tree=85
num_leaves=7
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split_feature=10 60 121 107 139 60
split_gain=2193.17 1173.09 790.418 335.778 191.863 124.738
threshold=-0.035341837159987066 1.83477546722447 -0.24806735266696298 -0.17870951943282706 -0.15031481082452922 1.2494182452961227
decision_type=2 2 2 2 2 2
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right_child=1 2 -4 -5 -6 -7
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leaf_weight=422.11811534129083 1289.5140245184302 5391.004290016368 12882.60829994455 5541.9862470924854 894.16179696284235 1299.9799518324435
leaf_count=2324 8801 25939 61785 62392 4218 7893
internal_value=0 0.0156409 0.0245672 -0.0495439 -0.00414162 -0.0473505
internal_weight=0 20863.1 18273.6 6858.27 1316.28 2589.49
internal_count=173352 104418 87724 68934 6542 16694
is_linear=0
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Tree=86
num_leaves=7
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split_feature=1 67 19 1 60 19
split_gain=3285.69 1548.36 923.803 671.245 173.855 210.575
threshold=0.073867765183855252 0.027074794548969158 0.18314271650145117 -0.13327841205421534 0.51285765608350797 0.78389891432649239
decision_type=2 2 2 2 2 2
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right_child=4 3 -4 -5 -6 -7
leaf_value=0.044079054821754254 0.041338276376603582 0.0059915675366303996 -0.013771283630909579 -0.037639015141743622 -0.061733985588277251 0.67719884906988903
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internal_value=0 0.0120652 0.0324241 -0.0119006 -0.060766 0.172593
internal_weight=0 31734.1 17158.2 14575.9 7696.63 31.7937
internal_count=173352 99698 46583 53115 73654 130
is_linear=0
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Tree=87
num_leaves=7
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split_feature=88 19 82 97 122 24
split_gain=2149.25 550.344 552.849 104.399 84.0294 62.7845
threshold=0.014919611348868649 -0.44570842308026309 0.010777974902770446 0.17955471243038659 -0.1519552018584647 -0.023008886257669333
decision_type=2 2 2 2 2 2
left_child=3 5 -3 -1 -5 -2
right_child=1 2 -4 4 -6 -7
leaf_value=-0.069933773766664251 -0.0031731808539705443 -0.010092284767008783 0.031781477816009263 0.047911415980700346 -0.043409951868176325 0.097132804542936588
leaf_weight=3515.5917931282893 66.94880845118314 5777.1903052693233 6941.3352847527713 117.62427410110831 702.75501707196236 918.83845741767436
leaf_count=100793 473 35366 23619 1502 7631 3968
internal_value=0 0.01834 0.012761 -0.0624381 -0.0303165 0.0903206
internal_weight=0 13704.3 12718.5 4335.97 820.379 985.787
internal_count=173352 63426 58985 109926 9133 4441
is_linear=0
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Tree=88
num_leaves=7
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split_feature=20 68 10 25 6 34
split_gain=1062.84 676.826 694.127 477.879 480.762 367.894
threshold=0.004892977043850933 -0.24752669088488513 0.21776354300177034 0.015710400123347009 0.21141283661637275 0.33029412492763383
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=0.062536871703117544 -0.046429460243509121 0.026981850147834913 -0.014217140062942113 -0.038582678871264348 -0.0066728935297336259 -0.04960947759310106
leaf_weight=1291.2603571861982 1679.0977921709418 21251.930749289691 5063.8925148099661 7515.6059001907706 12700.138664536178 378.19226334989071
leaf_count=3115 5773 63097 16429 29169 53671 2098
internal_value=0 0.0151264 0.019054 -0.0142895 -0.018536 0.0371316
internal_weight=0 27994.9 26315.8 21885.2 20215.7 1669.45
internal_count=173352 85299 79526 88053 82840 5213
is_linear=0
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Tree=89
num_leaves=7
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split_feature=109 94 123 94 88 140
split_gain=2119.68 1084.2 772.596 467.637 382.781 305.022
threshold=-0.023220216285963696 -0.038136225951432089 1.0151762370484365 -0.066722154616271623 0.0979615289679623 0.040934253407008722
decision_type=2 2 2 2 2 2
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right_child=1 2 -4 -5 -6 -7
leaf_value=-0.030030862990463227 0.047626152449338287 0.051158669683316151 -0.01678222671239496 -0.060142988353582096 -0.075338214265095571 0.050659509955587614
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internal_value=0 0.0172704 -0.00377469 -0.0445432 0.0438723 -0.0059855
internal_weight=0 19366.2 10812.4 7774.62 8553.83 2239.43
internal_count=173352 95632 59020 77720 36612 14068
is_linear=0
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Tree=90
num_leaves=7
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split_feature=0 139 66 139 16 96
split_gain=2735.75 1568.6 1029.19 346.2 328.564 196.457
threshold=5.6226491072808953 -0.11836362656477434 0.080675979643570234 -0.29845300053641605 -0.11245518242914171 0.26669543538225421
decision_type=2 2 2 2 2 2
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right_child=3 2 -4 5 -6 -7
leaf_value=0.019359942652872858 0.071565412986629398 0.053076518757280415 -0.014511666461650544 -0.066536511567269571 0.055091992778000975 -0.021165779763241771
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internal_weight=0 30752.3 19829.5 7573.04 10922.8 7366.15
internal_count=173352 113336 80597 60016 32739 59622
is_linear=0
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Tree=91
num_leaves=7
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split_feature=88 24 83 19 97 125
split_gain=1910.46 491.506 508.844 338.649 105.37 67.9349
threshold=0.014919611348868649 0.1412269128640545 -0.053545320387868356 0.015236110678170057 0.17955471243038659 -0.26486183691327542
decision_type=2 2 2 2 2 2
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internal_weight=0 13599.1 5657.46 7941.67 4038.22 796.821
internal_count=173352 63426 32708 30718 109926 9133
is_linear=0
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Tree=92
num_leaves=7
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split_feature=1 54 123 90 123 31
split_gain=1019.13 1142.2 661.127 524.423 112.868 209.546
threshold=-0.32485358874191478 19.153508911746687 1.0182549219119705 -0.13023927126759893 1.0236501241577536 -0.011655365234295011
decision_type=2 2 2 2 2 2
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internal_weight=0 45214.5 32585.6 12628.9 3804.27 335.32
internal_count=173352 154911 115406 39505 18441 1022
is_linear=0
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Tree=93
num_leaves=7
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split_feature=109 106 94 28 109 145
split_gain=1826.79 911.816 535.935 519.78 479.373 300.959
threshold=-0.0093465396058749779 -0.074068841564623844 -0.064614399460855662 -0.048912605984428932 0.25189731270090615 -0.11470760546229065
decision_type=2 2 2 2 2 2
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leaf_count=9573 19242 2169 67525 41733 26992 6118
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internal_weight=0 18275.3 8266.56 7420.62 10854.7 2581.7
internal_count=173352 90136 83216 43902 46234 15691
is_linear=0
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Tree=94
num_leaves=7
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split_feature=1 68 55 60 140 60
split_gain=2654.74 1370.07 785.867 615.227 154.588 144.018
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decision_type=2 2 2 2 2 2
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leaf_value=-0.0067978182355273326 0.25577482875873597 0.025025958068354226 0.043283212725196855 -0.023908566438985257 -0.064139861734059458 -0.026611216004579857
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leaf_count=11100 45 8839 36041 43718 68945 4664
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internal_weight=0 30456 16325.3 14130.7 6915.63 982.993
internal_count=173352 99698 47141 52557 73654 4709
is_linear=0
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Tree=95
num_leaves=7
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split_feature=63 123 117 125 73 109
split_gain=1733.89 496.579 514.263 355.089 321.697 318.438
threshold=0.083932096555111094 1.0201234644237447 1647.5000000000002 -0.73841654370557563 -0.15523776230415839 0.17188267822935002
decision_type=2 2 2 2 2 2
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leaf_count=129 43355 4935 6575 113989 1264 3105
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internal_weight=0 12385 10488.4 4870.63 95.7395 1896.65
internal_count=173352 57970 49930 115382 1393 8040
is_linear=0
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Tree=96
num_leaves=7
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split_feature=139 115 54 109 122 120
split_gain=938.472 1074.79 731.441 537.627 376.048 324.008
threshold=-0.24118498496141055 0.18173076554753972 16.468409408421344 0.59794118022715581 -0.33924719560704525 0.98892104565141548
decision_type=2 2 2 2 2 2
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leaf_value=-0.051339677992459254 0.039844155721100068 -0.066050021238669168 0.0060359677744368581 0.38218785140727385 -0.014531558123408875 0.19169847205247798
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internal_weight=0 44273.8 35243.8 3944.64 9029.94 3915.35
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is_linear=0
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Tree=97
num_leaves=7
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split_feature=11 120 44 24 30 11
split_gain=1683.77 984.486 645.402 451.647 246.847 148.398
threshold=-0.039897345563407828 0.91426867159211478 0.084473275373957379 0.062536421080446561 41.758236331918262 -0.22924676638172628
decision_type=2 2 2 2 2 2
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internal_weight=0 20268.7 11201.5 9067.13 5655.04 1667.13
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is_linear=0
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Tree=98
num_leaves=7
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split_feature=133 16 43 19 116 19
split_gain=1964.9 1333.53 829.898 660.802 430.562 255.915
threshold=-0.044738590704232147 -0.20058830104636535 0.87807229703767187 0.17914999989782646 -0.038378425833377201 0.082930664731703588
decision_type=2 2 2 2 2 2
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internal_weight=0 28939.9 19455.4 9484.51 7563.28 2125.19
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is_linear=0
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Tree=99
num_leaves=7
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split_gain=1552.33 428.62 517.696 307.535 89.0247 61.2139
threshold=0.013437494163164535 0.28911305059826897 0.76802090341447371 29.463356871952605 0.17955471243038659 1.5361214233269196
decision_type=2 2 2 2 2 2
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internal_weight=0 13474.9 10590.9 2883.99 3422.05 684.836
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is_linear=0
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Tree=100
num_leaves=7
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split_gain=882.354 787.582 942.934 300.287 121.571 190.936
threshold=-0.33681463988189736 0.129727423337333 -0.17308764395772644 -0.33597412080499012 0.98892104565141548 -0.018075475065676357
decision_type=2 2 2 2 2 2
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internal_weight=0 44314.8 33335.5 10979.3 3279.91 316.338
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is_linear=0
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Tree=101
num_leaves=7
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split_gain=1495.31 880.714 589.704 378.748 110.512 129.403
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decision_type=2 2 2 2 2 2
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leaf_value=-0.026068314292149088 0.015296525449896939 -0.030873729942956618 0.014625002354213382 0.055023443056034509 -0.063333468397203593 0.27910967895191713
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internal_weight=0 21287.4 11409.9 9877.48 4119.33 710.485
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is_linear=0
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Tree=102
num_leaves=7
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split_feature=0 68 0 45 96 148
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threshold=5.7434808936741621 0.092947236081089221 2.8024607120545357 -0.15296284294767098 0.25083151665217601 0.34470185799749081
decision_type=2 2 2 2 2 2
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internal_weight=0 29334 18061.8 11272.2 6456.11 1229.03
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Tree=103
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split_gain=1417.77 434.318 561.174 200.095 196.648 85.4748
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decision_type=2 2 2 2 2 2
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internal_weight=0 12707.2 9921.11 3869.5 2786.11 1043.03
internal_count=173352 62062 45618 111290 16444 8785
is_linear=0
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Tree=104
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split_feature=19 133 16 10 152 120
split_gain=836.278 710.83 674.793 323.354 518.86 166.325
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decision_type=2 2 2 2 2 2
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internal_weight=0 32874.2 28656.6 13960.2 9913.44 4046.72
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is_linear=0
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Tree=105
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=106
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decision_type=2 2 2 2 2 2
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internal_weight=0 28826.8 18124.5 6160.73 10702.3 477.062
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is_linear=0
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Tree=107
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split_gain=1184.8 433.66 411.763 282.478 228.007 185.623
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decision_type=2 2 2 2 2 2
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internal_weight=0 12422.5 10521 3805.09 1901.45 94.0307
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is_linear=0
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Tree=108
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split_gain=743.271 920.241 619.07 510.898 434.044 200.744
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decision_type=2 2 2 2 2 2
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internal_weight=0 32264.1 25170.1 13898.5 6835.21 7063.24
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is_linear=0
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Tree=109
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split_feature=60 10 112 22 29 110
split_gain=1232.89 808.295 594.755 158.475 63.7358 89.551
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decision_type=2 2 2 2 2 2
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internal_weight=0 21241.5 18345.1 2896.42 3210.94 422.786
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is_linear=0
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Tree=110
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 28528.6 20726 7802.62 5771.87 4850.2
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is_linear=0
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Tree=111
num_leaves=7
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split_feature=82 19 120 64 83 19
split_gain=1158.72 372.875 403.413 192.09 67.8784 67.1257
threshold=0.0023735717332458175 -0.44570842308026309 0.9591016610948756 0.10606509387772409 0.10534046951158786 -0.46902814022109046
decision_type=2 2 2 2 2 2
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internal_weight=0 12435.1 11588.1 3503.65 847.012 1270.02
internal_count=173352 62062 57523 111290 4539 16562
is_linear=0
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Tree=112
num_leaves=7
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split_feature=1 55 6 135 120 44
split_gain=705.919 655.154 590.055 441.904 106.906 167.608
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=113
num_leaves=7
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split_gain=1091.32 663.518 492.469 339.19 279.349 223.632
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decision_type=2 2 2 2 2 2
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internal_weight=0 18272.8 13751.9 5787.74 2842.61 4520.94
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is_linear=0
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Tree=114
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 28468 15352.7 13115.3 5132.05 4861.82
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is_linear=0
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Tree=115
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decision_type=2 2 2 2 2 2
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internal_weight=0 13090.2 11845.9 1244.32 2603.17 728.339
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is_linear=0
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Tree=116
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decision_type=2 2 2 2 2 2
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internal_weight=0 37560.1 33170.1 7336.38 6052.15 1284.23
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is_linear=0
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Tree=117
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 19400.8 17963.7 4309.52 1870.65 1437.04
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is_linear=0
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Tree=118
num_leaves=7
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Tree=119
num_leaves=7
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decision_type=2 2 2 2 2 2
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Tree=120
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decision_type=2 2 2 2 2 2
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Tree=121
num_leaves=7
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internal_weight=0 19578.5 10712.9 8865.59 3860 1213.25
internal_count=173352 113284 69536 43748 60068 14884
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Tree=122
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decision_type=2 2 2 2 2 2
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internal_weight=0 26257.1 14188.6 12068.5 6164.36 5608.18
internal_count=173352 100462 55172 45290 72890 71265
is_linear=0
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Tree=123
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decision_type=2 2 2 2 2 2
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internal_weight=0 12298.6 11905.8 2898.4 392.869 1168.91
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is_linear=0
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Tree=124
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=125
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decision_type=2 2 2 2 2 2
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internal_weight=0 18337.6 12816.1 5521.55 4727.15 1834.96
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is_linear=0
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Tree=126
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decision_type=2 2 2 2 2 2
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internal_weight=0 27793.9 15969.7 11824.2 4098.09 569.592
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is_linear=0
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Tree=127
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threshold=0.011848967935908101 -0.087217468960777256 0.074097804110363305 0.19099782336352319 0.1161858042042629 0.14745855098510216
decision_type=2 2 2 2 2 2
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internal_weight=0 12808.5 12259.5 548.985 2149.83 610.042
internal_count=173352 71610 66025 5585 101742 11760
is_linear=0
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Tree=128
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decision_type=2 2 2 2 2 2
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internal_weight=0 36856.8 29048.8 7808.02 6652.83 5931.31
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is_linear=0
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Tree=129
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decision_type=2 2 2 2 2 2
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internal_weight=0 20037.8 12505.2 7532.58 2666.37 991.193
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is_linear=0
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Tree=130
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decision_type=2 2 2 2 2 2
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internal_weight=0 27227.8 16346.5 10881.3 4149.91 3922.08
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is_linear=0
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Tree=131
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split_feature=63 19 120 109 122 76
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decision_type=2 2 2 2 2 2
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internal_weight=0 11858 11091.1 2903.48 2652.12 251.365
internal_count=173352 65472 61168 107880 101540 6340
is_linear=0
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Tree=132
num_leaves=7
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split_gain=491.083 506.209 545.648 281.554 269.972 185.201
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internal_weight=0 41452.3 38310.3 1535.72 3142.04 14.524
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is_linear=0
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Tree=133
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internal_weight=0 19619.2 15081.8 4537.4 2778.54 877.049
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is_linear=0
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Tree=134
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is_linear=0
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Tree=135
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internal_weight=0 12739.9 12200.2 539.747 1813.06 555.945
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is_linear=0
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Tree=136
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Tree=137
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Tree=138
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Tree=139
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decision_type=2 2 2 2 2 2
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Tree=140
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Tree=141
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 19684.6 18248.4 1436.12 2148.14 248.202
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Tree=142
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decision_type=2 2 2 2 2 2
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internal_weight=0 15177.5 14727.6 10503.5 7423.41 7754.05
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Tree=143
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decision_type=2 2 2 2 2 2
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internal_weight=0 5145.2 9026.51 5019.87 4006.64 4870.76
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Tree=144
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decision_type=2 2 2 2 2 2
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Tree=145
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decision_type=2 2 2 2 2 2
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Tree=146
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decision_type=2 2 2 2 2 2
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internal_weight=0 25727.4 12123.8 13603.6 3683.08 363.1
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Tree=147
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decision_type=2 2 2 2 2 2
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Tree=148
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decision_type=2 2 2 2 2 2
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internal_weight=0 35287.7 27679.8 7607.94 5997.21 5419.75
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Tree=149
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decision_type=2 2 2 2 2 2
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internal_weight=0 19598.6 12263.7 7334.87 1677.16 291.496
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Tree=150
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split_feature=1 16 1 66 129 36
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decision_type=2 2 2 2 2 2
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internal_weight=0 25925.4 19935.1 5990.29 3077.55 7.99738
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Tree=151
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decision_type=2 2 2 2 2 2
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internal_weight=0 11396.3 9274.84 2364.41 2121.43 1776.63
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is_linear=0
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Tree=152
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split_feature=1 68 108 133 17 97
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Tree=153
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internal_weight=0 17127 10816.4 6310.56 3950.37 2086.27
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is_linear=0
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Tree=154
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internal_weight=0 24455.6 14628.5 9827.2 4220.12 1237.97
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is_linear=0
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Tree=155
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decision_type=2 2 2 2 2 2
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internal_weight=0 8802.01 4836.94 7902.17 4607.06 899.836
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is_linear=0
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Tree=156
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Tree=157
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Tree=158
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Tree=159
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Tree=160
num_leaves=7
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decision_type=2 2 2 2 2 2
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decision_type=2 2 2 2 2 2
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internal_weight=0 16879 11839.6 5039.41 3746.29 1817.92
internal_count=173352 106434 64377 42057 66918 19217
is_linear=0
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Tree=162
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decision_type=2 2 2 2 2 2
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internal_weight=0 13203.9 14826.7 9054.92 8926.24 4148.99
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Tree=163
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decision_type=2 2 2 2 2 2
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internal_weight=0 7178.16 6192.98 3896.79 6535.53 642.633
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is_linear=0
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Tree=164
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decision_type=2 2 2 2 2 2
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internal_weight=0 30151.7 16323.9 13827.9 9821.73 5056.22
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is_linear=0
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Tree=165
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decision_type=2 2 2 2 2 2
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internal_weight=0 17451.4 15343.6 2988.28 462.932 2107.88
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is_linear=0
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Tree=166
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decision_type=2 2 2 2 2 2
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internal_weight=0 25423.4 24041.3 1382.09 2192.21 1892.35
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is_linear=0
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Tree=167
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decision_type=2 2 2 2 2 2
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internal_weight=0 11076 8101.52 2974.52 2119.51 1535.49
internal_count=173352 66836 51096 15740 106516 88363
is_linear=0
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Tree=168
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decision_type=2 2 2 2 2 2
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internal_weight=0 23340 3159.33 20180.7 16387.2 13474.4
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is_linear=0
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Tree=169
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decision_type=2 2 2 2 2 2
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internal_weight=0 18785.7 15488.7 3297.01 1535.49 666.593
internal_count=173352 143300 119963 23337 30052 7915
is_linear=0
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Tree=170
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decision_type=2 2 2 2 2 2
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internal_weight=0 24216.1 18415.2 3134.57 5800.95 2795.3
internal_count=173352 120838 95942 52514 24896 49885
is_linear=0
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Tree=171
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split_gain=311.999 237.529 326.785 129.998 75.3095 39.8216
threshold=0.0013419170622465564 1.0198624205762694 1757.5000000000002 0.06696949504231263 0.078334450630676469 3.9728037431594312
decision_type=2 2 2 2 2 2
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internal_weight=0 11777.6 9834.17 1943.44 1281.31 568.191
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is_linear=0
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Tree=172
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internal_weight=0 7213.65 32234.1 24194.1 8040.02 7137.09
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Tree=173
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decision_type=2 2 2 2 2 2
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internal_weight=0 18873.6 14309.4 4564.27 1265.49 224.721
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Tree=174
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decision_type=2 2 2 2 2 2
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internal_weight=0 25089.4 23719.3 1370.05 2037.74 310.474
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Tree=175
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decision_type=2 2 2 2 2 2
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internal_weight=0 11717.5 11128.9 588.564 1214.95 548.706
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is_linear=0
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Tree=176
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decision_type=2 2 2 2 2 2
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Tree=177
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decision_type=2 2 2 2 2 2
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Tree=178
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Tree=179
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internal_weight=0 11515.8 10949.3 566.456 1326.13 561.889
internal_count=173352 81840 73824 8016 91512 14049
is_linear=0
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Tree=180
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decision_type=2 2 2 2 2 2
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internal_weight=0 24188 13382.4 10805.6 14816.6 13628.6
internal_count=173352 115133 67562 47571 58219 53911
is_linear=0
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Tree=181
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split_gain=323.216 330.543 256.857 222.267 153.834 121.134
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decision_type=2 2 2 2 2 2
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leaf_count=30599 48211 14194 34620 39062 5724 942
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internal_weight=0 5533.05 14340.4 11046.7 3645.13 3293.78
internal_count=173352 50517 122835 73682 36323 49153
is_linear=0
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Tree=182
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split_gain=419.818 463.838 368.44 257.645 131.558 391.745
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decision_type=2 2 2 2 2 2
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internal_weight=0 24783.3 12992.4 11790.8 1799.33 37.6402
internal_count=173352 117430 66439 50991 55922 833
is_linear=0
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Tree=183
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split_feature=19 100 132 2 28 113
split_gain=230.301 254.163 229.066 193.224 84.4905 59.8572
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decision_type=2 2 2 2 2 2
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internal_weight=0 12021.4 10853.7 1167.69 722.624 128.389
internal_count=173352 165156 159102 6054 8196 3445
is_linear=0
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Tree=184
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split_feature=54 33 54 67 82 85
split_gain=276.666 244.636 328.846 224.839 182.327 283.13
threshold=11.63163236949806 33.322573836992923 29.775431469711908 0.027074794548969158 0.039870835931817755 0.16924233496932797
decision_type=2 2 2 2 2 2
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internal_value=0 -0.00228323 0.00178582 -0.0199056 0.0237051 0.0284072
internal_weight=0 34116.4 27716.6 6399.84 4655.33 4406.58
internal_count=173352 152862 122602 30260 20490 18261
is_linear=0
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Tree=185
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split_gain=278.88 262.111 317.308 313.467 81.4864 121.786
threshold=-0.11296030197177352 0.91508573836842622 0.087643386458284234 0.056682401683464452 -0.06508261278505291 -0.014857181388252127
decision_type=2 2 2 2 2 2
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internal_weight=0 18257.7 10121.2 8136.44 1468 738.956
internal_count=173352 135787 69853 65934 37565 11675
is_linear=0
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Tree=186
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split_gain=436.525 491.236 425.82 377.149 306.113 259.364
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decision_type=2 2 2 2 2 2
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leaf_value=-0.0042812516351876133 0.0057767772228167289 0.024211637053955112 0.029483990122425575 0.058104036594345168 -0.02776363018580294 -0.051428728278059138
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internal_weight=0 15921.2 10423.8 4256.01 11665.2 3589.25
internal_count=173352 126639 46713 19012 107627 16805
is_linear=0
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Tree=187
num_leaves=7
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split_feature=8 117 20 50 20 87
split_gain=212.397 275.133 264.736 311.606 282.986 160.168
threshold=0.02521973327832799 589.50000000000011 0.0023583778634328257 0.15511949245000742 0.7287033849839949 -0.058541765710798742
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -3
right_child=2 5 4 -5 -6 -7
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internal_weight=0 5809.42 6831.71 3688.92 3142.79 4319.44
internal_count=173352 98326 75026 38274 36752 35120
is_linear=0
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Tree=188
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split_feature=87 103 10 94 121 130
split_gain=244.835 296.265 287.166 254.645 219.774 207.11
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decision_type=2 2 2 2 2 2
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internal_weight=0 6993.33 31458.8 24358.9 7099.84 6913.79
internal_count=173352 33461 139891 103646 36245 33157
is_linear=0
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Tree=189
num_leaves=7
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split_feature=144 121 1 145 94 16
split_gain=280.388 215.527 221.178 181.19 34.3438 63.1859
threshold=3.9695597943567056 -0.32873072114546026 -0.081450269279802825 -0.116916572172325 -0.056481066427068231 -0.13834154237756263
decision_type=2 2 2 2 2 2
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internal_weight=0 18469 15256.4 3212.62 1080.56 336.577
internal_count=173352 147398 123673 23725 25954 4086
is_linear=0
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Tree=190
num_leaves=7
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split_feature=62 60 113 31 28 92
split_gain=377.204 314.846 355.247 254.572 226.304 281.72
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decision_type=2 2 2 2 2 2
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internal_weight=0 16870.3 10961.7 5908.52 9158.47 1274.08
internal_count=173352 132391 106698 25693 40961 6136
is_linear=0
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Tree=191
num_leaves=7
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split_feature=82 120 30 109 83 109
split_gain=220.959 195.518 236.29 176.247 77.6723 45.4646
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decision_type=2 2 2 2 2 2
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internal_weight=0 11414.7 9784.63 1630.12 1105.34 476.837
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is_linear=0
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Tree=192
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split_gain=221.854 224.63 260.196 202.848 184.095 171.035
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decision_type=2 2 2 2 2 2
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internal_weight=0 33526.9 30850.7 2676.15 4769.52 4203.54
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is_linear=0
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Tree=193
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decision_type=2 2 2 2 2 2
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internal_weight=0 2955.77 16449.5 14126.1 2379.32 2323.4
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is_linear=0
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Tree=194
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split_gain=350.617 416.197 255.623 373.438 240.412 227.185
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decision_type=2 2 2 2 2 2
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internal_weight=0 14716.7 11124.1 8486.11 6591.71 8124.98
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is_linear=0
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Tree=195
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=196
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is_linear=0
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Tree=197
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split_gain=245.656 205.056 279.417 85.8398 37.8979 61.5118
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decision_type=2 2 2 2 2 2
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Tree=198
num_leaves=7
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decision_type=2 2 2 2 2 2
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Tree=199
num_leaves=7
num_cat=0
split_feature=19 123 117 8 28 116
split_gain=186.697 206.322 253.342 100.851 70.0436 44.917
threshold=-0.44570842308026309 1.0206597987800115 1673.5000000000002 -0.42307460614262343 0.035896817927275441 0.12356967860254488
decision_type=2 2 2 2 2 2
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internal_weight=0 11632 10425.6 1206.35 679.266 122.575
internal_count=173352 165156 150202 14954 8196 3445
is_linear=0
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Tree=200
num_leaves=7
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split_feature=89 133 54 33 82 121
split_gain=204.578 275.089 218.657 213.512 158.976 110.824
threshold=-0.14087402159611132 -0.27885987851722205 16.084577958766094 41.018188250876257 0.043691749496929867 -0.57313078190575428
decision_type=2 2 2 2 2 2
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right_child=2 5 3 -5 -6 -7
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internal_value=0 -0.0463522 0.00187779 -0.00211839 0.0166905 -0.0712844
internal_weight=0 900.926 36938.7 29090.6 7848.08 748.538
internal_count=173352 4128 169224 134738 34486 3323
is_linear=0
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Tree=201
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split_feature=112 109 54 2 67 22
split_gain=241.935 302.256 199.771 191.763 199.979 102.817
threshold=-0.10903861312600605 -0.059944472993345974 77.396490330780054 -0.066444681582085899 0.59044883364939349 0.096877724192062545
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
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leaf_weight=759.82891294290312 913.39199465070851 2645.100623824168 1920.6698382534087 10479.628652902786 536.26621532393619 1895.3815085602691
leaf_count=17428 21540 18738 14351 64891 4050 32354
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internal_weight=0 5325.6 4565.77 13824.7 11015.9 2808.77
internal_count=173352 50517 33089 122835 68941 53894
is_linear=0
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Tree=202
num_leaves=7
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split_feature=66 124 43 78 108 116
split_gain=355.385 411.194 270.463 98.1322 100.462 92.3665
threshold=0.066023430331531949 -0.38603405010760233 0.76441687057697094 0.0051984532595988966 5.4048843980891386 -0.34300907328301589
decision_type=2 2 2 2 2 2
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leaf_value=-0.0058576016262958967 0.18368789300088401 0.019057401908123231 -0.0074376556560365016 0.012666999339781474 0.065712771335309936 -0.069761052174423063
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leaf_count=2362 34 20456 126963 3421 5145 14971
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internal_weight=0 23307 22277 2073.93 1676.19 1030.01
internal_count=173352 162424 147419 10928 8566 15005
is_linear=0
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Tree=203
num_leaves=7
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split_feature=122 16 48 83 84 70
split_gain=185.734 184.827 273.011 168.957 150.783 217.011
threshold=-0.4481746835050216 -0.34346949931478721 6.2707045977942668 0.15976675248349995 0.065645541395459403 -0.15688923777684069
decision_type=2 2 2 2 2 2
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internal_weight=0 11275.7 9991.95 1283.78 972.366 266.426
internal_count=173352 158904 145745 13159 14448 9513
is_linear=0
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Tree=204
num_leaves=7
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split_feature=19 91 93 101 50 28
split_gain=209.096 239.893 255.4 238.347 276.026 236.557
threshold=0.22446426250606186 -0.0084835304782014728 0.018019900968108894 -0.20583856005011039 -0.018338855719344013 -0.029627378495253133
decision_type=2 2 2 2 2 2
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leaf_count=37464 7188 9236 67813 20870 14226 16555
internal_value=0 -0.00379625 0.00364318 0.0130075 0.0201427 -0.0155197
internal_weight=0 27505.8 16827.4 10133.2 8330.21 10678.3
internal_count=173352 131068 77049 42284 35096 54019
is_linear=0
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Tree=205
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split_feature=10 45 110 24 110 74
split_gain=223.642 223.327 249.084 99.4893 110.366 78.7456
threshold=-0.066863646111708239 0.95195366748198451 0.25730905552836947 -0.064759198334440604 0.018794672681932887 0.027134163535796608
decision_type=2 2 2 2 2 2
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leaf_count=12471 77068 2453 33266 41953 1552 4589
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internal_weight=0 16912 15951.1 2107.24 793.443 960.902
internal_count=173352 117376 110334 55976 14023 7042
is_linear=0
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Tree=206
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split_feature=66 102 68 106 82 78
split_gain=308.241 311.042 418.528 218.94 102.258 119.921
threshold=0.067588490280841226 1.4165135444492658 -0.011622821141684111 0.026725388947445101 0.00083056328985189507 0.0060029498681345144
decision_type=2 2 2 2 2 2
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internal_weight=0 23065.4 19059.4 4006.07 2136.91 1267.48
internal_count=173352 161741 113681 48060 11611 7456
is_linear=0
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Tree=207
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split_feature=12 98 74 123 123 111
split_gain=168.144 196.584 214.074 211.349 53.186 19.02
threshold=0.3303814629911897 0.16765876547000555 -0.1397859315799094 1.0159290595374344 1.0182549219119705 1.5268281652658218
decision_type=2 2 2 2 2 2
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internal_weight=0 11826.3 4026.19 7800.08 330.513 39.4889
internal_count=173352 171303 125591 45712 2049 168
is_linear=0
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Tree=208
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split_feature=8 138 86 129 35 123
split_gain=201.089 245.728 267.772 235.941 160.083 210.95
threshold=0.28522348474628945 0.2009417093569886 -0.009097146680744345 -0.047787451569087036 0.044214080825136483 1.0157949043470578
decision_type=2 2 2 2 2 2
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leaf_count=35266 11674 23430 36393 49619 8050 8920
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internal_weight=0 31966.1 13326.5 18639.6 5421.47 2752.28
internal_count=173352 144708 59823 84885 28644 16970
is_linear=0
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Tree=209
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split_feature=140 45 110 126 65 97
split_gain=210.845 198.343 252.445 87.413 86.6553 94.4095
threshold=-0.17514899397602968 0.90597265723411835 0.25077421999855409 0.077813561321383243 -0.088973989014558483 -0.14618261249776068
decision_type=2 2 2 2 2 2
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leaf_count=1120 103890 1646 35450 6412 24171 663
internal_value=0 0.00220544 0.00481032 -0.039776 -0.0525778 0.0244518
internal_weight=0 18137.2 17077.6 1059.64 730.846 121.72
internal_count=173352 147398 139340 8058 25954 1783
is_linear=0
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Tree=210
num_leaves=7
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split_feature=1 16 68 68 124 71
split_gain=307.547 378.261 290.437 159.889 94.0665 106.766
threshold=0.28390152324701207 0.47585520808913834 -0.28973091245297716 0.51754049647600453 1.0704368776063424 -0.10480105782604697
decision_type=2 2 2 2 2 2
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internal_weight=0 23873.9 22552.8 1321.11 1088.54 6.94401
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is_linear=0
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Tree=211
num_leaves=7
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split_feature=22 57 30 32 112 106
split_gain=168.824 168.902 241.071 91.821 182.321 84.2351
threshold=0.052409898343730728 26.656971576017472 12.930183381283076 -0.27418546647583886 -0.25701488167916509 -0.14394767496738031
decision_type=2 2 2 2 2 2
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internal_weight=0 11218.4 9508.91 840.364 11.0883 1709.51
internal_count=173352 125542 105478 47810 610 20064
is_linear=0
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Tree=212
num_leaves=7
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split_feature=135 81 60 13 93 25
split_gain=196.758 357.623 244.529 195.076 182.63 230.932
threshold=8.3953130771563824 0.16145378606526578 1.1041901501472651 -0.32260028173209271 0.028538615576915085 0.15136874044244561
decision_type=2 2 2 2 2 2
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leaf_count=22714 39145 1258 34296 1836 70455 3648
internal_value=0 0.0100962 0.00647921 0.0813483 -0.00493196 0.00653018
internal_weight=0 13876.4 13206 670.386 23408.6 8721.63
internal_count=173352 60104 57010 3094 113248 42793
is_linear=0
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Tree=213
num_leaves=7
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split_feature=109 23 26 120 84 123
split_gain=188.028 227.343 672.903 235.541 146.542 229.076
threshold=-0.038736419345439969 0.069076588473846734 0.18520056600410026 0.91276680068743843 -0.044940998941212069 1.020029540561703
decision_type=2 2 2 2 2 2
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internal_weight=0 15199.3 9395.22 5804.08 3580.96 716.311
internal_count=173352 102502 56239 46263 70850 12163
is_linear=0
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Tree=214
num_leaves=7
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split_feature=1 67 67 106 124 128
split_gain=306.665 279.827 279.036 300.694 287.593 176.142
threshold=-0.34238752915601012 0.33265572318654973 -0.0067862159517058391 -0.0040744125596140169 -0.20491690674195498 -0.13042169585261656
decision_type=2 2 2 2 2 2
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internal_weight=0 2737.93 22111.6 10443.9 11667.6 940.649
internal_count=173352 16392 156960 77409 79551 6500
is_linear=0
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Tree=215
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split_gain=165.77 170.111 166.176 129.464 101.585 63.0259
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decision_type=2 2 2 2 2 2
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internal_weight=0 11627.5 10981.7 382.295 379.123 645.85
internal_count=173352 169942 161746 3410 3363 8196
is_linear=0
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Tree=216
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 36254.2 35466 822.412 568.947 253.465
internal_count=173352 169254 160601 4098 2921 1177
is_linear=0
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Tree=217
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split_feature=66 120 45 94 34 58
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threshold=0.09649348990248989 0.88857006194170751 0.10013080241782525 -0.061239689389655828 0.48191379776647097 0.35215701455103549
decision_type=2 2 2 2 2 2
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internal_weight=0 16482.1 3145.59 13336.5 2184.96 1949.87
internal_count=173352 146032 21778 124254 27320 24618
is_linear=0
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Tree=218
num_leaves=7
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split_feature=133 55 109 9 10 113
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threshold=-0.063716586050315036 -0.054517168143415805 -0.087090323294689923 0.27625276064336929 -0.20568256265234211 0.10899822108701547
decision_type=2 2 2 2 2 2
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internal_weight=0 11492.1 11253.8 238.275 448.362 73.3336
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Tree=220
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decision_type=2 2 2 2 2 2
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Tree=221
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internal_weight=0 17637.4 4946.99 12690.4 895.281 402.572
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Tree=223
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decision_type=2 2 2 2 2 2
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internal_weight=0 10948.7 8709.44 2239.25 929.29 376.138
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Tree=224
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Tree=225
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decision_type=2 2 2 2 2 2
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Tree=226
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Tree=227
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Tree=228
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Tree=229
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Tree=230
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Tree=231
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Tree=232
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Tree=233
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internal_count=173352 4092 169260 150784 18476 3915
is_linear=0
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Tree=238
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decision_type=2 2 2 2 2 2
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internal_weight=0 9275.74 14735.6 7162.64 2175.1 7572.97
internal_count=173352 45359 127993 39086 11543 88907
is_linear=0
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Tree=239
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decision_type=2 2 2 2 2 2
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internal_weight=0 11436.1 11058.3 377.732 212.425 6.14523
internal_count=173352 171986 167233 4753 1366 51
is_linear=0
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Tree=240
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split_feature=8 91 130 23 107 23
split_gain=151.692 172.062 255.188 182.879 123.313 125.997
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decision_type=2 2 2 2 2 2
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leaf_weight=10011.617919857614 1234.018660407979 2529.6267219549045 3848.9348418461159 17012.820670129266 124.64888776838779 1545.3447950962
leaf_count=50971 7758 11411 21160 74124 414 7514
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internal_weight=0 33403 13860.6 19542.4 2904.01 1669.99
internal_count=173352 157666 72131 85535 15686 7928
is_linear=0
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Tree=241
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split_feature=60 16 22 77 26 112
split_gain=160.453 145.419 150.557 107.203 38.5299 40.4715
threshold=1.2494182452961227 0.87261498578217422 0.063637926877310527 -0.22203759813012192 -0.057475774671591616 0.19057057194149199
decision_type=2 2 2 2 2 2
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leaf_value=-0.024727048056418718 0.016797950556246801 0.17630529275234988 -0.0033444381299297075 -0.081356961890068441 -0.053995034274995336 0.093517656076300956
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leaf_count=4665 38659 99 99543 1584 27593 1209
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internal_weight=0 17359.5 17056.5 302.92 858.894 198.085
internal_count=173352 139885 138202 1683 33467 5874
is_linear=0
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Tree=242
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split_feature=68 23 7 49 10 66
split_gain=231.661 327.565 227.749 189.162 182.837 154.416
threshold=0.24994839548920073 -0.027466446976150843 3.7285648042021484 1.8504408043385137 -0.01888866986149635 1.0052330248522974
decision_type=2 2 2 2 2 2
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leaf_value=-0.0079290163731618925 -0.025040785890677389 0.013087090820109878 0.12022720719423237 0.2160150540144167 -0.066130166956628725 0.022963942579822615
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leaf_count=31122 35603 74085 1399 219 25826 5098
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internal_weight=0 17880.8 11836 5988.28 6044.85 5953.78
internal_count=173352 132432 75484 40920 56948 40701
is_linear=0
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Tree=243
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split_feature=82 103 71 122 73 51
split_gain=128.027 146.941 231.093 203.54 72.573 42.2512
threshold=0.0013419170622465564 0.073879198426428663 0.091562502023466094 -0.43164826842436121 0.019817036975637175 3.6745515993754467
decision_type=2 2 2 2 2 2
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internal_weight=0 10701.1 3107.59 7593.54 908.299 538.945
internal_count=173352 85250 40669 44581 88102 23943
is_linear=0
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Tree=244
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split_feature=1 89 94 108 55 100
split_gain=150.652 153.533 205.401 176.491 79.6732 140.409
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decision_type=2 2 2 2 2 2
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internal_weight=0 34799.5 846.697 33952.8 1450.4 853.915
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is_linear=0
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Tree=245
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split_feature=144 112 54 125 94 16
split_gain=151.408 133.905 161.77 144.077 21.5073 49.584
threshold=3.8788068328432823 -0.17973152745868415 66.413548165305215 -0.40999804334800777 -0.056481066427068231 -0.13834154237756263
decision_type=2 2 2 2 2 2
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internal_weight=0 17430.8 2714.05 14716.7 755.167 260.471
internal_count=173352 149447 25582 123865 23905 3683
is_linear=0
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Tree=246
num_leaves=7
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split_feature=61 56 60 28 56 94
split_gain=225.053 272.563 295.903 180.753 173.299 161.03
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decision_type=2 2 2 2 2 2
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internal_weight=0 17812.8 13740.8 5964.97 4621.75 4071.96
internal_count=173352 145349 114946 28003 21665 30403
is_linear=0
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Tree=247
num_leaves=7
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split_feature=12 18 6 123 123 145
split_gain=122.797 122.656 166.432 129.457 44.9422 20.0032
threshold=0.3303814629911897 0.28309829148542837 0.56872450717738465 1.0189819939091396 1.0182549219119705 1.007056495257328
decision_type=2 2 2 2 2 2
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leaf_value=0.083207937046139005 0.033236680836671341 0.0027759081703381343 -0.025966769251674363 -0.025274165043148791 -0.036612456508636058 -0.17336059918252963
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internal_value=0 -0.0016404 -0.00670446 0.0198713 0.0645755 0.0800395
internal_weight=0 11259.4 9113.87 2145.5 287.213 249.139
internal_count=173352 171303 143601 27702 2049 1881
is_linear=0
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Tree=248
num_leaves=7
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split_feature=19 118 88 129 144 59
split_gain=153.398 212.983 175.845 216.137 153.526 152.4
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decision_type=2 2 2 2 2 2
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internal_weight=0 9638.08 26429.8 1049.8 7139.05 25380
internal_count=173352 42284 131068 5362 32481 125706
is_linear=0
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Tree=249
num_leaves=7
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split_feature=66 123 34 17 81 90
split_gain=152.68 244.38 198.085 152.822 125.436 97.5302
threshold=0.091307906848910256 1.0151762370484365 -0.3183206987097435 0.26674811338582505 0.043893356865844009 -0.0049123451570076129
decision_type=2 2 2 2 2 2
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internal_weight=0 16366.9 3142.89 13224 1726.1 1591.78
internal_count=173352 149447 22571 126876 23905 22572
is_linear=0
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Tree=250
num_leaves=7
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split_feature=66 144 60 69 82 17
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decision_type=2 2 2 2 2 2
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internal_weight=0 21795.6 21290.4 505.281 1846.35 1238.91
internal_count=173352 162424 158374 4050 10928 6931
is_linear=0
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Tree=251
num_leaves=7
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split_feature=82 90 126 24 144 32
split_gain=118.985 264.721 191.569 192.78 167.18 76.0969
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decision_type=2 2 2 2 2 2
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internal_weight=0 5463.49 6028.45 4379.68 4977.98 1648.77
internal_count=173352 25916 147436 122545 23095 24891
is_linear=0
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Tree=252
num_leaves=7
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split_gain=142.273 236.088 274.981 248.569 168.249 151.879
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decision_type=2 2 2 2 2 2
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internal_weight=0 25149.8 13500.7 11649.1 10764.8 6451.67
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is_linear=0
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Tree=253
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 17428.4 1281.73 16146.6 607.596 113.895
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is_linear=0
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Tree=254
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 13441.6 10092.8 12024.6 5741.82 4350.94
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Tree=255
num_leaves=7
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=256
num_leaves=7
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decision_type=2 2 2 2 2 2
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Tree=257
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 17517.8 2770.01 14747.8 485.698 81.6495
internal_count=173352 150130 29137 120993 23222 5947
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Tree=258
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split_feature=109 55 9 55 60 19
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decision_type=2 2 2 2 2 2
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internal_weight=0 10039.9 7119.33 13398.6 11337.2 2920.61
internal_count=173352 55040 37466 118312 101161 17574
is_linear=0
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Tree=259
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decision_type=2 2 2 2 2 2
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internal_value=0 -0.00235025 -0.00552752 0.0445389 0.0856542 0.0332253
internal_weight=0 10851.1 9961.41 524.679 282.357 889.658
internal_count=173352 166522 154251 6830 2965 12271
is_linear=0
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Tree=260
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split_feature=20 50 55 67 56 106
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decision_type=2 2 2 2 2 2
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internal_weight=0 15666.3 15075.5 20063.6 12707.2 7356.45
internal_count=173352 88053 84824 85299 49663 35636
is_linear=0
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Tree=261
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split_feature=66 123 59 144 91 45
split_gain=136.654 288.764 231.899 187.789 184.717 121.157
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decision_type=2 2 2 2 2 2
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internal_weight=0 9324.3 7809.68 8656.92 7326.78 1514.62
internal_count=173352 87296 77698 86056 74998 9598
is_linear=0
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Tree=262
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split_gain=215.094 205.835 238.993 119.197 67.9824 47.1236
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decision_type=2 2 2 2 2 2
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internal_weight=0 22893.3 21987.9 905.387 414.709 59.1065
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is_linear=0
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Tree=263
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threshold=0.22092998074813308 -0.43216673133074252 7.2123135079621834 -0.013675280022280089 1.8414540426984278 0.46919358671884909
decision_type=2 2 2 2 2 2
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internal_weight=0 11150 10495 654.964 182.225 11.1931
internal_count=173352 171986 167903 4083 1366 46
is_linear=0
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Tree=264
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split_feature=60 135 81 14 16 101
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decision_type=2 2 2 2 2 2
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leaf_count=294 32948 105524 1456 27277 1015 4838
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internal_weight=0 34315.8 7487.93 26827.8 1260.91 1053.91
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is_linear=0
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Tree=265
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split_gain=146.805 135.675 133.679 128.065 74.3024 91.4675
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decision_type=2 2 2 2 2 2
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internal_weight=0 16030.1 15440.1 589.924 1853.42 864.535
internal_count=173352 117376 113674 3702 55976 9439
is_linear=0
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Tree=266
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split_feature=133 16 19 121 87 1
split_gain=206.584 284.26 275.645 165.165 152.365 177.938
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decision_type=2 2 2 2 2 2
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internal_weight=0 18590.8 11112.9 7477.93 4615.47 2670.39
internal_count=173352 91531 52742 38789 81821 49357
is_linear=0
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Tree=267
num_leaves=7
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split_feature=20 123 102 8 98 152
split_gain=103.228 119.148 126.495 92.4617 46.2697 39.412
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decision_type=2 2 2 2 2 2
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leaf_count=1016 146587 67 7413 15157 2179 933
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internal_weight=0 10907.5 9791.63 1115.88 364.37 98.1277
internal_count=173352 169224 154000 15224 4128 1949
is_linear=0
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Tree=268
num_leaves=7
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split_feature=8 89 102 14 107 123
split_gain=129.482 141.836 226.216 173.04 95.3711 122.426
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decision_type=2 2 2 2 2 2
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internal_weight=0 32629.9 22620.8 10009.1 2830.77 1215.24
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is_linear=0
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Tree=269
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split_feature=62 11 59 19 134 59
split_gain=125.094 180.198 186.187 115.901 102.232 80.4923
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decision_type=2 2 2 2 2 2
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internal_weight=0 16467.1 7220.72 9246.4 1364.1 563.671
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is_linear=0
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Tree=270
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decision_type=2 2 2 2 2 2
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internal_weight=0 2460.03 20604.9 11018.6 9586.31 870.222
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is_linear=0
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Tree=271
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split_gain=102.313 179.173 132.956 88.0604 69.9653 55.6113
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decision_type=2 2 2 2 2 2
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internal_weight=0 10698.7 7373.03 3325.66 539.264 460.181
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is_linear=0
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Tree=272
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decision_type=2 2 2 2 2 2
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internal_weight=0 10225.3 510.223 25087.8 20203.1 4884.73
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is_linear=0
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Tree=273
num_leaves=7
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split_feature=10 44 109 101 23 27
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decision_type=2 2 2 2 2 2
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internal_weight=0 15962.9 14846.6 1116.35 1791.24 1071.11
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is_linear=0
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Tree=274
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decision_type=2 2 2 2 2 2
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internal_weight=0 21873.8 21519.5 1039.46 889.252 354.297
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Tree=275
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 10343.6 9923.22 420.414 844.494 409.759
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Tree=276
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 31794.7 31215.5 3418.65 243.475 3175.18
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Tree=277
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decision_type=2 2 2 2 2 2
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internal_weight=0 17294.2 1182.86 16111.4 379.76 80.6289
internal_count=173352 159009 14419 144590 14343 4170
is_linear=0
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Tree=278
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decision_type=2 2 2 2 2 2
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internal_weight=0 17169.3 5661.01 16160.5 2672.72 2988.29
internal_count=173352 131068 42284 123867 23948 18336
is_linear=0
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Tree=279
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split_gain=94.8989 105.636 133.224 114.303 77.6185 76.7105
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decision_type=2 2 2 2 2 2
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internal_weight=0 10455.7 424.746 10030.9 692.443 61.0946
internal_count=173352 125542 5425 120117 47810 2891
is_linear=0
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Tree=280
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split_gain=124.791 198.475 251.47 216.404 142.123 215.701
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decision_type=2 2 2 2 2 2
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internal_weight=0 26351.8 13672.5 12679.3 8726.6 3528.64
internal_count=173352 124930 66505 58425 48422 17376
is_linear=0
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Tree=281
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decision_type=2 2 2 2 2 2
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internal_weight=0 15108.7 11503.8 2516.39 2007.91 3604.9
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is_linear=0
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Tree=282
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decision_type=2 2 2 2 2 2
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internal_weight=0 21960.1 7707.43 14252.7 738.318 559.19
internal_count=173352 166532 39845 126687 6820 3339
is_linear=0
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Tree=283
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split_gain=100.21 212.178 237.785 131.044 86.3387 50.254
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decision_type=2 2 2 2 2 2
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internal_weight=0 9013.71 6758.3 2255.41 2101.62 1522.1
internal_count=173352 142662 130448 12214 30690 24533
is_linear=0
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Tree=284
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split_feature=82 43 19 61 98 20
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decision_type=2 2 2 2 2 2
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internal_weight=0 32680.7 28258.3 4422.44 2258.5 1171.29
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is_linear=0
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Tree=285
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decision_type=2 2 2 2 2 2
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internal_weight=0 14277.8 12698.6 3271.32 1579.25 2193.19
internal_count=173352 133055 121791 40297 11264 17841
is_linear=0
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Tree=286
num_leaves=7
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split_gain=173.339 221.743 215.435 186.706 176.6 158.27
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decision_type=2 2 2 2 2 2
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internal_weight=0 8753.91 13863.9 9602.44 4261.43 6709.42
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is_linear=0
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Tree=287
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split_gain=95.2976 194.103 165.837 121.981 112.2 153.226
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decision_type=2 2 2 2 2 2
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internal_weight=0 228.08 9.77613 218.304 10810.6 10036.6
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is_linear=0
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Tree=288
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decision_type=2 2 2 2 2 2
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internal_weight=0 12400.7 11473.4 22410.5 12525.4 927.259
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is_linear=0
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Tree=289
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decision_type=2 2 2 2 2 2
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internal_weight=0 16185.2 7031 9154.16 1314.56 768.888
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is_linear=0
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Tree=290
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decision_type=2 2 2 2 2 2
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internal_weight=0 21482.1 1013.92 17322.6 4159.51 847.442
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is_linear=0
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Tree=291
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decision_type=2 2 2 2 2 2
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internal_weight=0 10901.1 10537.1 363.966 116.347 107.765
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Tree=292
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Tree=293
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Tree=294
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decision_type=2 2 2 2 2 2
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Tree=295
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Tree=297
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Tree=298
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Tree=300
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Tree=301
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decision_type=2 2 2 2 2 2
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Tree=302
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decision_type=2 2 2 2 2 2
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Tree=303
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Tree=304
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decision_type=2 2 2 2 2 2
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Tree=305
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internal_weight=0 17205.9 16908.2 297.681 107.766 100.748
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Tree=306
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Tree=307
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Tree=308
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Tree=309
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Tree=310
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Tree=311
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Tree=312
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Tree=314
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Tree=315
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decision_type=2 2 2 2 2 2
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internal_weight=0 10106.8 739.11 9367.74 660.504 144.084
internal_count=173352 125542 36113 89429 47810 10162
is_linear=0
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Tree=316
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split_gain=94.559 130.658 155.902 120.69 101.748 87.9484
threshold=0.0013973024087189803 0.145159593927671 7.2437088988911436 0.50838813350600343 -0.098610642514923338 0.1773106247724088
decision_type=2 2 2 2 2 2
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internal_weight=0 33204.6 19444.9 13759.7 986.924 703.026
internal_count=173352 167888 100433 67455 5464 3920
is_linear=0
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Tree=317
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split_feature=92 23 44 131 59 83
split_gain=103.273 119.408 221.024 136.755 43.3936 14.18
threshold=-0.2536361452317189 -0.082448154184041236 0.081746682062424594 -0.017058328978594297 0.69505257503718676 0.01909787152281266
decision_type=2 2 2 2 2 2
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internal_weight=0 17031.3 2980.52 14050.8 111.835 102.23
internal_count=173352 171976 28341 143635 1376 1340
is_linear=0
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Tree=318
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split_gain=140.707 155.276 189.26 148.649 99.6772 89.0401
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decision_type=2 2 2 2 2 2
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internal_weight=0 20877.5 11052.8 9824.64 1085.8 627.617
internal_count=173352 161741 109399 52342 11611 4265
is_linear=0
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Tree=319
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split_gain=80.975 119.752 135.933 71.268 44.8633 29.7782
threshold=2.0598548894311981 103.29803955111471 0.031142044910161905 0.45461039394964714 0.37391421385075102 0.0062927177725710581
decision_type=2 2 2 2 2 2
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internal_weight=0 10606.6 10222.5 384.105 110.643 98.9573
internal_count=173352 172676 170857 1819 676 600
is_linear=0
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Tree=320
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split_feature=91 28 152 121 8 129
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decision_type=2 2 2 2 2 2
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internal_weight=0 25149.1 3642.94 8924.82 4871.63 4053.19
internal_count=173352 123816 19137 49536 26266 23270
is_linear=0
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Tree=321
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split_feature=39 66 123 139 107 19
split_gain=100.593 121.863 166.031 110.969 96.5604 55.8566
threshold=0.85433443168860801 0.18485082337101932 1.0148254201386309 -0.0010323049620644213 -0.13247823130455996 0.1103363035941841
decision_type=2 2 2 2 2 2
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internal_weight=0 15910.7 8173.84 7736.84 1180.66 550.934
internal_count=173352 163199 80975 82224 10153 4566
is_linear=0
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Tree=322
num_leaves=7
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split_feature=109 58 9 56 124 100
split_gain=143.619 207.744 199.609 199.483 163.025 107.976
threshold=-0.075766039567419466 -0.044853509886978428 0.28325670867714275 -0.039667313513268167 1.0704368776063424 -0.14541212745613352
decision_type=2 2 2 2 2 2
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internal_weight=0 12377.7 9491.37 9102.14 10001.6 389.23
internal_count=173352 117624 55728 53590 95831 2138
is_linear=0
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Tree=323
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split_feature=100 35 144 84 96 94
split_gain=78.4696 109.468 142.106 83.9364 52.3264 49.6673
threshold=0.39295494844189116 0.056244840651496188 45.011697705973972 -0.0886676913885385 0.19323017867856551 -0.13732900089555986
decision_type=2 2 2 2 2 2
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leaf_count=101800 15694 1307 2694 39795 2986 9076
internal_value=0 -0.00239031 0.0037875 -0.0199858 0.0350156 0.0464704
internal_weight=0 10070.4 7453.51 2616.94 593.89 516.911
internal_count=173352 145596 104494 41102 27756 12062
is_linear=0
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Tree=324
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split_feature=19 8 120 139 73 86
split_gain=97.2136 124.412 164.085 155.761 99.4329 124.833
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decision_type=2 2 2 2 2 2
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leaf_count=2665 19366 8866 353 111300 5552 25250
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internal_weight=0 29817.1 3779.71 26037.3 4205.84 3927.82
internal_count=173352 139885 19719 120166 33467 30802
is_linear=0
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Tree=325
num_leaves=7
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split_feature=80 23 117 130 108 97
split_gain=90.4981 163.487 142.196 141.496 130.446 84.0987
threshold=-0.14327518844945211 -0.082448154184041236 382.50000000000006 0.0080235996044874906 7.1984268070004394 -0.2602775355352383
decision_type=2 2 2 2 2 2
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leaf_count=2362 24847 52888 2955 1128 84857 4315
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internal_weight=0 15638.2 1426.15 2470.83 13167.4 976.978
internal_count=173352 163720 9632 25975 137745 6677
is_linear=0
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Tree=326
num_leaves=7
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split_feature=1 17 93 133 113 10
split_gain=136.957 177.446 212.565 153.778 119.862 207.201
threshold=0.28390152324701207 0.030364987837366679 0.062524494559021135 0.16874650518804907 0.50273803226872038 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
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internal_weight=0 21071.8 6310.51 14761.3 746.285 48.7948
internal_count=173352 129706 48124 81582 43646 2054
is_linear=0
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Tree=327
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split_feature=80 26 94 13 86 101
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decision_type=2 2 2 2 2 2
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leaf_count=30436 3914 1370 2028 94757 40715 132
internal_value=0 -0.0278488 0.00256695 -0.0121015 0.0101397 0.0432085
internal_weight=0 995.806 9643.62 3283.48 6360.14 211.542
internal_count=173352 5416 167936 125193 42743 1502
is_linear=0
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Tree=328
num_leaves=7
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split_gain=89.9434 141.316 206.289 118.563 171.565 146.238
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decision_type=2 2 2 2 2 2
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internal_value=0 0.00870702 0.0150389 -0.00295484 -0.0176933 0.000272324
internal_weight=0 9001.84 7170.56 24927.3 4477.69 20449.6
internal_count=173352 42284 34489 131068 27624 103444
is_linear=0
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Tree=329
num_leaves=7
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split_feature=22 67 25 95 133 8
split_gain=103.435 248.59 185.783 176.677 145.817 107.503
threshold=0.073141296725577412 0.57798228016820541 0.18238168867229868 -0.14811438837674201 0.097397300298276188 -0.022860765566400962
decision_type=2 2 2 2 2 2
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leaf_count=66873 6865 1164 155 52635 44186 1474
internal_value=0 0.00987276 0.00554876 -0.00609357 -0.00171488 0.0960003
internal_weight=0 6675.06 6355.96 10347 9302.48 319.099
internal_count=173352 69666 67028 103686 96821 2638
is_linear=0
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Tree=330
num_leaves=7
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split_feature=61 56 67 94 113 61
split_gain=145.443 170.282 149.655 144.787 120.263 111.672
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decision_type=2 2 2 2 2 2
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internal_weight=0 17030.9 13021.6 4009.29 4705.79 3174.42
internal_count=173352 149447 117440 32007 23905 16670
is_linear=0
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Tree=331
num_leaves=7
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split_feature=145 144 82 97 149 3
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decision_type=2 2 2 2 2 2
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internal_weight=0 10393.9 10050.4 343.559 220.246 189.711
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is_linear=0
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Tree=332
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 32898 23779.7 9118.26 943.983 662.436
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is_linear=0
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Tree=333
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 16627.4 5499.12 11128.3 359.55 66.7983
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is_linear=0
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Tree=334
num_leaves=7
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split_feature=124 68 20 74 140 80
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threshold=-0.54278478445578127 0.24994839548920073 0.17717476981541 0.46623249052113452 -0.11321658169415597 -0.10082658700170812
decision_type=2 2 2 2 2 2
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internal_weight=0 21313.9 15905.7 5408.18 341.663 49.0469
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Tree=335
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split_gain=73.2859 115.09 127.442 92.9902 97.8846 77.0953
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decision_type=2 2 2 2 2 2
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internal_weight=0 4759.29 3704.96 5808.66 5433.08 375.585
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is_linear=0
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Tree=336
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decision_type=2 2 2 2 2 2
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internal_weight=0 32630.7 7092.49 25538.2 1168.29 761.682
internal_count=173352 167205 34404 132801 6147 3363
is_linear=0
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Tree=337
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split_feature=144 88 139 67 24 128
split_gain=91.4106 87.518 120.998 102.297 22.1356 42.732
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decision_type=2 2 2 2 2 2
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internal_weight=0 16343.4 1567.26 14776.2 628.73 405.53
internal_count=173352 149447 12888 136559 23905 15689
is_linear=0
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Tree=338
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decision_type=2 2 2 2 2 2
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internal_weight=0 20617.9 18969.3 956.766 796.432 1648.66
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is_linear=0
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Tree=339
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decision_type=2 2 2 2 2 2
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internal_weight=0 10234.9 9265.38 969.473 309.754 87.3614
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is_linear=0
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Tree=340
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split_feature=82 106 138 77 92 20
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decision_type=2 2 2 2 2 2
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internal_weight=0 29679.8 29123.6 556.186 4021.7 1069.45
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is_linear=0
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Tree=341
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decision_type=2 2 2 2 2 2
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internal_weight=0 16812.5 16252.5 560.024 138.293 1.70873
internal_count=173352 164473 160545 3928 8879 42
is_linear=0
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Tree=342
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split_feature=62 56 47 28 35 27
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decision_type=2 2 2 2 2 2
left_child=1 -1 5 -3 -4 -2
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internal_weight=0 7880 13582.3 2516.33 7459.25 6123.02
internal_count=173352 43007 130345 15053 82760 47585
is_linear=0
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Tree=343
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split_feature=136 46 88 38 116 101
split_gain=76.4266 159.191 131.647 122.215 106.548 88.6608
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decision_type=2 2 2 2 2 2
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internal_weight=0 224.83 62.1337 10298.5 9321.63 976.848
internal_count=173352 4098 935 169254 147394 21860
is_linear=0
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Tree=344
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split_feature=102 102 72 53 109 55
split_gain=89.9235 176.338 180.265 128.556 123.469 162.521
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decision_type=2 2 2 2 2 2
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internal_value=0 -0.000557259 -0.0270961 0.0014573 0.036828 0.0493379
internal_weight=0 32982.4 2327.05 30655.4 656.188 605.802
internal_count=173352 170624 12276 158348 2728 2326
is_linear=0
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Tree=345
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split_feature=62 110 145 145 10 127
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decision_type=2 2 2 2 2 2
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internal_weight=0 15686.1 11709.2 3976.93 1243.81 847.022
internal_count=173352 162440 129295 33145 10912 7695
is_linear=0
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Tree=346
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split_feature=16 123 121 109 129 9
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internal_weight=0 16578.6 16401.3 4817.41 2547.65 2269.76
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is_linear=0
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Tree=347
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decision_type=2 2 2 2 2 2
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internal_weight=0 10149.5 1942.58 8206.93 363.191 106.194
internal_count=173352 168536 19937 148599 4816 2411
is_linear=0
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Tree=348
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 30914.8 1535.69 29379.1 2675.88 2288.51
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is_linear=0
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Tree=349
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decision_type=2 2 2 2 2 2
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internal_weight=0 16795.7 7384.88 9410.81 104.947 89.4731
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is_linear=0
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Tree=350
num_leaves=7
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decision_type=2 2 2 2 2 2
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Tree=351
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decision_type=2 2 2 2 2 2
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Tree=352
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decision_type=2 2 2 2 2 2
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Tree=353
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decision_type=2 2 2 2 2 2
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internal_count=173352 159009 19848 139161 14343 53
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Tree=354
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internal_weight=0 20336 978.86 18752.6 908.999 69.8605
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is_linear=0
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Tree=355
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decision_type=2 2 2 2 2 2
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internal_weight=0 10422.5 6975.63 3446.89 46.4027 45.0728
internal_count=173352 172664 49397 123267 688 681
is_linear=0
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Tree=356
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decision_type=2 2 2 2 2 2
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internal_weight=0 33193.6 6931.71 26261.8 276.431 209.372
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is_linear=0
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Tree=357
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decision_type=2 2 2 2 2 2
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internal_weight=0 16727.1 15902.8 824.303 128.443 126.588
internal_count=173352 164473 150598 13875 8879 8857
is_linear=0
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Tree=358
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split_feature=1 67 44 121 67 115
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decision_type=2 2 2 2 2 2
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internal_weight=0 1697.45 693.098 19560.6 19168.7 1004.35
internal_count=173352 12977 5470 160375 152544 7507
is_linear=0
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Tree=359
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split_feature=17 83 48 114 123 145
split_gain=70.0753 111.119 102.88 204.535 111.017 82.7334
threshold=-0.34995094686920475 0.15976675248349995 6.2707045977942668 0.46279217439211862 1.0194280895940235 -0.15922930901327079
decision_type=2 2 2 2 2 2
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internal_weight=0 1154.26 9277.29 1633.22 7644.07 754.131
internal_count=173352 13660 159692 27924 131768 5357
is_linear=0
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Tree=360
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split_feature=113 16 95 123 3 87
split_gain=83.9269 229.959 289.581 155.009 159.824 147.658
threshold=0.077434657315154656 -0.0027484041205786034 -0.1221858349919054 1.0187031708559566 200.09769027307448 -0.060931984783842694
decision_type=2 2 2 2 2 2
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leaf_count=74439 1354 30344 34456 1027 14188 17544
internal_value=0 -0.00601892 0.00501651 0.00421001 -0.000510736 0.0206491
internal_weight=0 13404 7839.31 19974.2 15518 4456.23
internal_count=173352 66154 35810 107198 88627 18571
is_linear=0
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Tree=361
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split_feature=82 108 66 112 123 134
split_gain=81.1827 143.563 113.03 79.957 38.5623 37.0447
threshold=0.033680215447239238 28.08213383095794 0.24036646635280196 0.15239599408876769 1.0177258559399538 -0.049243203480388374
decision_type=2 2 2 2 2 2
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internal_weight=0 16047.6 14209.8 1837.82 760.608 418.954
internal_count=173352 161758 146674 15084 11594 5270
is_linear=0
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Tree=362
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split_feature=16 75 123 19 94 109
split_gain=113.61 170.458 158.324 91.3368 146.098 94.9758
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decision_type=2 2 2 2 2 2
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internal_weight=0 16421.5 16100.7 4752.39 1227.94 3524.45
internal_count=173352 146032 144594 27320 7922 19398
is_linear=0
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Tree=363
num_leaves=7
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split_feature=7 148 48 125 51 45
split_gain=71.266 115.155 161.686 70.7486 73.9005 66.1676
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decision_type=2 2 2 2 2 2
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leaf_count=3416 1191 22005 109426 1130 29604 6580
internal_value=0 0.00271275 -6.69952e-05 -0.0235789 -0.0331916 0.0476307
internal_weight=0 9222.69 8685.2 1160.72 1007.92 537.484
internal_count=173352 139202 131431 34150 30734 7771
is_linear=0
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Tree=364
num_leaves=7
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split_feature=129 139 120 8 100 90
split_gain=82.7583 145.465 178.795 156.13 109.133 120.678
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decision_type=2 2 2 2 2 2
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internal_value=0 -0.0013512 -0.0236212 0.000772089 0.0174646 0.0241346
internal_weight=0 30762.9 2677.72 28085.2 2529.81 2293.31
internal_count=173352 158326 17395 140931 15026 13492
is_linear=0
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Tree=365
num_leaves=7
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split_feature=2 67 22 90 56 102
split_gain=79.1828 81.821 108.421 100.69 26.8016 15.8341
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decision_type=2 2 2 2 2 2
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internal_weight=0 16447 1138.93 15308.1 303.628 301.212
internal_count=173352 159692 14380 145312 13660 13567
is_linear=0
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Tree=366
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split_feature=1 16 45 20 112 65
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decision_type=2 2 2 2 2 2
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internal_value=0 0.00149865 -0.000680082 0.0399149 -0.0408275 0.0229805
internal_weight=0 20419.3 19323.4 1095.9 705.445 140.934
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is_linear=0
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Tree=367
num_leaves=7
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split_feature=80 26 98 154 19 101
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decision_type=2 2 2 2 2 2
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internal_weight=0 971.434 9367.34 6606.61 2760.73 199.398
internal_count=173352 5416 167936 151710 16226 1502
is_linear=0
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Tree=368
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 33049.5 948.944 32100.5 173.145 145.265
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is_linear=0
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Tree=369
num_leaves=7
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decision_type=2 2 2 2 2 2
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is_linear=0
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Tree=370
num_leaves=7
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decision_type=2 2 2 2 2 2
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Tree=371
num_leaves=7
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decision_type=2 2 2 2 2 2
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Tree=372
num_leaves=7
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decision_type=2 2 2 2 2 2
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internal_weight=0 32408.1 11632 20776.1 753.409 560.294
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is_linear=0
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Tree=373
num_leaves=7
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split_feature=44 144 22 33 100 47
split_gain=74.5172 72.9409 97.1502 25.0166 13.3778 1.45641
threshold=-0.16962925541583637 3.8788068328432823 0.043841519602292538 56.928559169452065 0.73078162851185047 0.16385136322588292
decision_type=2 2 2 2 2 2
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leaf_count=8614 16262 22453 119890 5868 22 243
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internal_weight=0 16606.6 16017.8 588.748 117.747 115.789
internal_count=173352 164473 142343 22130 8879 8857
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=7
num_cat=0
split_feature=133 67 66 16 21 109
split_gain=117.392 156.246 134.484 131.88 178.245 133.311
threshold=0.19007654224837886 0.2069879144035586 0.9263766981508833 -0.33170154921494072 0.061617339052018764 -0.11519371534707933
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
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leaf_weight=10224.425556888484 775.4445212893188 1938.7158540396485 379.85881424249965 1691.6434092316777 4829.7400062633678 1159.6839160461677
leaf_count=102365 3392 20815 3459 9169 25835 8317
internal_value=0 -0.0060679 -0.0295055 0.00917708 0.0159797 -0.0137479
internal_weight=0 12543 2318.57 8456.51 6521.38 1935.13
internal_count=173352 126639 24274 46713 35004 11709
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=7
num_cat=0
split_feature=51 20 59 2 75 145
split_gain=68.2384 68.629 185.328 129.388 24.6918 17.7704
threshold=2.9118481725776162 0.0099705074058684708 0.24091969474656716 -0.0033748829697148176 0.43000505467374056 0.31243743598424362
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.22712155458097888 0.018402859224842787 0.0011305851328358471 -0.02212719482866992 -0.034822171864473429 0.070292571267744408 -0.013520029640289484
leaf_weight=8.6747413328848761 3830.6941003715619 3213.0653137481422 1599.1896233794396 1453.9419123568077 129.51415085699409 31.43825735617429
leaf_count=113 62345 34187 26557 48897 1009 244
internal_value=0 -0.00117726 0.00646609 -0.01007 0.0627792 0.0539218
internal_weight=0 10096.9 5429.88 4667.01 169.627 160.952
internal_count=173352 171986 88902 83084 1366 1253
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=7
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split_feature=19 14 94 119 19 100
split_gain=77.9942 103.628 194.008 132.626 89.9079 84.5528
threshold=-0.25583439438269007 0.37109390353091015 -0.13732900089555986 0.38565590307093051 -0.66894484021508094 0.14051319849176339
decision_type=2 2 2 2 2 2
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leaf_value=-0.046940118499648908 -0.039921393657880028 0.018796873146813674 0.0010593329176719344 -0.070183242497689161 -0.017140441747347676 0.21153845094837684
leaf_weight=20.408888421021402 1213.327862353297 4418.1447999760276 24116.950064691249 174.11142436414957 3104.615134676802 33.312425556592643
leaf_count=580 6303 24391 114669 669 26637 103
internal_value=0 0.00160206 -0.000903656 0.0154233 -0.014921 0.113342
internal_weight=0 29922.5 25330.3 4592.26 3158.34 53.7213
internal_count=173352 146032 120972 25060 27320 683
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=7
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split_feature=60 22 142 73 83 59
split_gain=73.1882 82.6704 175.742 105.135 25.1 28.2277
threshold=0.9625452476420896 0.043841519602292538 -0.011342729105791195 -0.13850767984955356 -0.030351533595716476 -0.0053091716801178601
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1
right_child=1 3 -4 -5 -6 -7
leaf_value=-0.060214706924011964 -0.011531268517689187 -0.028975206758987709 0.03560263033611108 0.00029399444618218148 -0.059449127928364376 0.086328232515376246
leaf_weight=25.279851051076548 1398.8580771477718 1369.9879550417827 1820.6262626378157 11776.575399024936 271.7565330285579 27.382273768103914
leaf_count=3966 11736 9399 14101 116943 15767 1440
internal_value=0 0.000761029 0.0151231 -0.00275611 -0.0472046 0.015982
internal_weight=0 16366 3219.48 13146.6 324.419 52.6621
internal_count=173352 152179 25837 126342 21173 5406
is_linear=0
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Tree=378
num_leaves=7
num_cat=0
split_feature=106 67 23 65 104 16
split_gain=114.472 129.781 176.838 129.487 115.845 145.205
threshold=-0.068951434898079464 0.27467125014732391 0.029643834578852665 0.74476582404625002 -0.25355505072858414 0.063295745785503607
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.008755172520741648 -0.00097096747374606949 -0.02177034284182346 0.023071687052031976 0.016347144000899008 -0.046107840116925168 0.0040634863848175674
leaf_weight=1290.0141174783348 7583.3560300031677 3196.7615940720425 5127.8846639924159 1235.6959813612048 1609.0623435873422 899.24645461584441
leaf_count=29293 47593 23443 25792 10501 16390 20340
internal_value=0 0.00359031 0.00872816 -0.0111438 -0.0155969 -0.0281211
internal_weight=0 17143.7 12711.2 4432.46 3798.32 2508.31
internal_count=173352 107329 73385 33944 66023 36730
is_linear=0
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Tree=379
num_leaves=7
num_cat=0
split_feature=0 19 120 154 89 111
split_gain=64.1823 63.6003 76.104 68.8653 20.0077 13.9549
threshold=0.22092998074813308 -0.38647569760807948 0.96927227033009622 -0.13545930740650589 1.5959837170508482 10.343195902944798
decision_type=2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=0.081623545545631296 0.16634728267356386 -0.00059420099475133818 -0.034436988569452827 0.020429100260720708 -0.089771632311902522 -0.17747821315057244
leaf_weight=126.79072069982067 33.862615649006329 8614.0826859189547 720.00986127517535 720.77648710586072 7.5826877607032648 2.1133261425420633
leaf_count=1268 564 147001 12785 11636 88 10
internal_value=0 -0.000947166 -0.00320475 0.0269768 0.0680896 0.0773757
internal_weight=0 10088.7 9334.09 754.639 136.487 128.904
internal_count=173352 171986 159786 12200 1366 1278
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=7
num_cat=0
split_feature=90 133 131 45 87 125
split_gain=71.56 121.991 107.384 138.454 122.965 99.8854
threshold=-0.13023927126759893 -0.28806599617471201 -0.14778217821393286 0.094073696956951905 -0.027898520914993164 -0.5260539977690607
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -3
right_child=2 5 4 -5 -6 -7
leaf_value=0.070059250329488315 0.034786228489929613 0.082484366030597528 -0.01476513777102326 -0.068323710063334292 0.0022372935262835207 -0.059502892687588571
leaf_weight=103.01604286464863 1486.6354990475811 54.200551009736955 5102.4773762311088 142.7312126045581 25569.074010643875 576.86103359248955
leaf_count=646 7539 220 30253 1176 130286 3232
internal_value=0 -0.0308373 0.000737727 0.0257539 -0.000591208 -0.0473079
internal_weight=0 734.078 32300.9 1629.37 30671.6 631.062
internal_count=173352 4098 169254 8715 160539 3452
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=7
num_cat=0
split_feature=136 49 44 109 26 145
split_gain=72.3909 214.796 198.502 125.589 116.297 82.9058
threshold=-0.0012256167960591193 -0.019582249415177218 0.02158271031604907 0.011699459109968889 0.62436218283168199 -0.040178885079043325
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -3 -5
right_child=3 4 -4 5 -6 -7
leaf_value=-0.023596283849631913 -0.032835030413225906 0.037980048090327831 0.025298149595437122 -0.065435580495985995 0.36972371275347249 0.00061766578798837202
leaf_weight=2083.6403995330475 1373.5643717542262 1589.7126663957315 1380.4076426865067 193.68377432960551 10.638039521174504 10042.153101310687
leaf_count=56550 15060 20811 7472 829 459 72171
internal_value=0 0.00988589 -0.00411207 -0.00444227 0.0401853 -0.000632202
internal_weight=0 5064.4 3464.05 11609.4 1600.35 10235.8
internal_count=173352 85292 64022 88060 21270 73000
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=7
num_cat=0
split_feature=66 75 112 55 31 5
split_gain=102.276 130.001 124.366 62.6962 69.9217 66.8138
threshold=0.066023430331531949 0.062640795919198231 0.028436693172791318 -0.085128732842077143 -0.1153010626560665 -0.15306214536322252
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
right_child=1 2 -4 5 -6 -7
leaf_value=0.030933815002389772 -0.036983145268569433 -0.0085973645036501074 0.0078997075664638313 -0.080307095103703652 -0.043346233372045413 0.043357057236607585
leaf_weight=265.68713185098022 1004.5002721726487 8803.889316558576 9501.5385157774435 45.62151768617332 242.29599136125762 1031.7374592046253
leaf_count=1754 18467 78064 65893 478 1167 7529
internal_value=0 -0.00195653 -3.44635e-05 0.024465 -0.00449602 0.0381204
internal_weight=0 19309.9 18305.4 1585.34 507.983 1077.36
internal_count=173352 162424 143957 10928 2921 8007
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=7
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split_feature=144 109 7 123 76 20
split_gain=65.8358 107.718 69.3341 107.656 63.6448 55.634
threshold=82.592852729298173 0.37597318350201986 0.14537920343824121 1.0160845291740059 0.4268599840283735 -0.28683642195897635
decision_type=2 2 2 2 2 2
left_child=2 -2 5 -4 -3 -1
right_child=1 4 3 -5 -6 -7
leaf_value=0.036144600724527111 -0.077116686767431095 -0.031583119886152429 -0.016950654690739576 0.010768228333019599 0.061011990833669809 -0.030095895123182909
leaf_weight=145.76208111172309 281.96234824234853 170.00603788718581 1769.8101758564007 6726.7377097449353 131.76503962790594 974.26202964334516
leaf_count=3917 1299 1431 52434 83388 680 30203
internal_value=0 -0.032676 0.00191158 0.00499445 0.00884752 -0.0214752
internal_weight=0 583.733 9616.57 8496.55 301.771 1120.02
internal_count=173352 3410 169942 135822 2111 34120
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=7
num_cat=0
split_feature=10 146 31 19 121 100
split_gain=70.913 126.979 122.799 117.88 99.8813 91.4082
threshold=0.27992349020329027 0.55091841725766855 -0.029603841062248133 0.21479033098952341 -0.49990048783168262 0.05840618837176751
decision_type=2 2 2 2 2 2
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right_child=4 3 -4 -5 5 -7
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leaf_weight=11522.012469476555 399.80963553697802 1160.1649067894323 15135.198262686608 280.06159679358825 2488.5698692842852 1981.8509921649238
leaf_count=58773 4761 7627 77006 1302 12181 11702
internal_value=0 0.0019613 0.000398721 0.0308831 -0.0111094 -0.00682668
internal_weight=0 28097.4 26657.2 1440.23 4870.23 4470.42
internal_count=173352 144708 135779 8929 28644 23883
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=7
num_cat=0
split_feature=11 137 113 125 123 126
split_gain=71.7318 75.1634 133.436 86.2186 32.458 26.3892
threshold=-0.23862165936151022 -0.093226692683965093 2.2264887914928164 -0.23280402333125241 1.0248229152023549 0.028168830821079231
decision_type=2 2 2 2 2 2
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leaf_value=0.092675071247602797 0.035190880700979831 0.01287288422406912 0.6696946793290488 -0.0045991488214259671 1.0490465849423858 -0.067008464582514693
leaf_weight=10.902645389840471 476.05416987313947 3668.3656822647463 3.3376324847340575 12275.010693964243 0.26473862025886674 203.87436713450006
leaf_count=550 8484 30877 60 116173 3 17205
internal_value=0 0.000594042 0.0396084 -0.000579059 -0.0575385 -0.0589025
internal_weight=0 16422.8 479.392 15943.4 215.042 214.777
internal_count=173352 155594 8544 147050 17758 17755
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=7
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split_feature=1 9 84 68 98 44
split_gain=110.979 113.839 119.961 100.888 81.0256 80.6681
threshold=-0.37386936413218569 1.153691552389964 -0.00094803185385208659 0.38794267353183365 0.5397889612915735 -0.066953176836340958
decision_type=2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5
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leaf_value=0.039473965810943992 0.0057808428197950162 0.038789123033091871 -0.010417905738527258 0.033742188283698453 0.16931826004129913 -0.039455050629395791
leaf_weight=881.94708376005292 8030.6978553922381 660.96838100947207 10613.982692129823 278.36264512874186 50.828953086398542 327.93463758088183
leaf_count=7059 76316 4759 79983 1257 137 3841
internal_value=0 -0.0019949 -0.00344073 0.0259079 0.0465495 -0.0058488
internal_weight=0 19305.6 18644.7 1539.07 932.776 606.297
internal_count=173352 161058 156299 12294 7196 5098
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=7
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split_feature=136 38 58 38 112 82
split_gain=64.4921 122.852 105.175 102.436 90.2196 89.0215
threshold=-0.14217012888267083 -0.15419737652070384 0.07263083312993153 -0.077480244105797125 -0.22952646255610909 0.028758365650870973
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2
right_child=3 2 -4 4 -6 -7
leaf_value=0.01418047649456112 -0.049581728702548206 0.15036191207954752 0.7500104453916121 0.037667679508173055 -0.00089099067540701106 0.032300255353410988
leaf_weight=200.91852291213581 702.38025881865178 49.575550853973255 3.108360632963012 654.08400930694188 8396.9152518867486 163.72574872244149
leaf_count=3881 19536 866 34 14694 133375 966
internal_value=0 0.0498209 0.185741 -0.00124841 0.00189551 -0.034103
internal_weight=0 253.602 52.6839 9917.11 9051 866.106
internal_count=173352 4781 900 168571 148069 20502
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=7
num_cat=0
split_feature=60 26 135 81 52 103
split_gain=70.6907 133.764 130.732 142.245 110.19 97.2646
threshold=1.1041901501472651 -0.033052466899944656 11.406265855119868 0.12276214610844517 0.062548923312421817 0.59283523162241991
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -4 -1
right_child=2 -3 4 -5 -6 -7
leaf_value=0.008653185000625575 0.0071970767214255896 -0.021382831531130918 -0.010774214692528646 0.047443434249814481 0.0050686517725366349 0.13173208940940515
leaf_weight=1443.5936060482636 9287.4035610577557 3561.4178179630544 9184.5006877551787 969.88754159701057 8410.0555840882589 67.196492964867502
leaf_count=7570 44009 19558 44414 4545 53064 192
internal_value=0 -0.0108059 0.00202963 0.0110026 -0.00320145 0.0141275
internal_weight=0 5072.21 27851.8 10257.3 17594.6 1510.79
internal_count=173352 27320 146032 48554 97478 7762
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=7
num_cat=0
split_feature=16 77 94 83 67 133
split_gain=71.2986 100.892 75.5912 72.1614 69.7052 28.191
threshold=0.76389279503433094 -0.22203759813012192 -0.20188697508849116 2.5409996703440738 0.59044883364939349 -0.30816120845422812
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5
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leaf_value=7.1310823172387818e-05 0.12895183384525738 -0.11853881265391386 -0.026316658765066381 -0.16557967738771337 0.025820152360418847 -0.040148318962086267
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leaf_count=149852 235 368 3489 61 16108 3239
internal_value=0 -0.0355221 -0.0466238 0.00101183 0.00191945 -0.0484631
internal_weight=0 552.548 517.611 16070 15780.5 289.494
internal_count=173352 4092 3857 169260 165960 3300
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=7
num_cat=0
split_feature=100 61 57 60 52 10
split_gain=102.773 155.802 129.37 124.252 80.8089 56.541
threshold=0.42007579806474538 -0.24268860315170196 21.850134468947029 1.8827534897665188 1.1779168199864092 -0.23589078542873662
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -3
right_child=1 5 4 -5 -6 -7
leaf_value=0.0067310891038585537 -0.9197902605973356 0.035300020639742517 0.021938323787865529 -0.009957317655535829 0.17900289338491099 -0.045753463952761059
leaf_weight=9177.3628346266923 1.9934768266975869 99.923618311760947 2168.0437058365205 8682.0950531038688 33.259402023395523 620.4769866168208
leaf_count=52095 11 723 16884 78457 191 24991
internal_value=0 -0.0369539 0.00143763 -0.00138172 0.0243114 -0.0345109
internal_weight=0 722.394 20060.8 17859.5 2201.3 720.401
internal_count=173352 25725 147627 130552 17075 25714
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=7
num_cat=0
split_feature=66 136 47 8 98 90
split_gain=68.2805 75.0832 106.431 86.4042 43.7747 55.8313
threshold=1.1655303653878419 -0.15166084167742364 -0.17830712657034481 -0.072981796304369864 0.76674174496652803 0.4696023681688648
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=-0.030221174123728652 -0.019057837874098899 -0.017764370212884888 0.12039852858001668 0.0061093425633263164 0.024226883635653017 -0.080762403696742827
leaf_weight=75.675838702416513 488.00974679121282 1920.6477999834751 123.438601391681 7195.324399033314 137.0127242160961 209.62464517727494
leaf_count=2056 3036 47345 1892 117285 978 760
internal_value=0 0.00240625 0.0631537 0.00107938 -0.0274497 -0.0375988
internal_weight=0 9315.09 199.114 9115.97 834.647 697.634
internal_count=173352 168578 3948 164630 4774 3796
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=7
num_cat=0
split_feature=85 106 70 113 70 103
split_gain=68.6234 91.4711 106.705 80.6702 79.1607 73.9129
threshold=0.0017685153981057331 -0.37150851125227935 -0.076341443620673896 -0.0041846267904237294 -0.034783828008459479 -0.35979082431951831
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=0.070727143567969872 -0.01044617036842688 0.0055220554405079701 -0.099639758233926234 -0.0046147169723421075 -0.17078970231099333 0.013134169450553299
leaf_weight=291.92147841025144 423.83249338611495 14708.352293947944 196.22487567551434 16838.674773745821 23.08756360039115 407.5014029846061
leaf_count=1481 6659 78633 1994 81968 218 2399
internal_value=0 -0.000636197 -0.0386726 0.000111409 0.0305267 0.00327243
internal_weight=0 32167.1 620.057 31547 722.51 430.589
internal_count=173352 169254 8653 160601 4098 2617
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=7
num_cat=0
split_feature=2 131 24 29 113 77
split_gain=67.3232 69.0759 188.966 154.222 23.9992 46.0316
threshold=-0.35663869305988966 -0.017058328978594297 -0.013558735068126259 -0.097154070640396731 0.0043172931287125309 0.77763869447539546
decision_type=2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1
right_child=1 2 -4 -5 -6 -7
leaf_value=-0.049117685451998336 0.01267230156566637 0.031854729463388402 -0.0011893215701077411 -0.021457451586727218 -0.070727859794826112 0.10243177611718485
leaf_weight=78.825837490658159 2160.0975907597312 2166.8314860172395 8596.1440468636429 3420.4440622069815 178.20186107835616 26.87574054862489
leaf_count=5090 19733 15056 79058 45845 7544 1026
internal_value=0 0.00078194 0.0054632 -0.00824662 -0.0483356 -0.0105846
internal_weight=0 16343.5 10763 5580.54 283.903 105.702
internal_count=173352 159692 94114 65578 13660 6116
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=7
num_cat=0
split_feature=1 16 2 76 112 95
split_gain=100.622 146.108 139.194 94.6935 64.8873 118.796
threshold=0.28390152324701207 0.45979819443136155 0.32438583953984906 0.7445550050947819 0.20482736996206399 -0.14046964518871788
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6
right_child=4 3 -4 -5 5 -7
leaf_value=-0.0018900768320083935 -0.054856809192459902 0.047518444202947853 0.073532234176578476 -0.036688056723415241 0.14252400287938044 -0.048097809728170834
leaf_weight=18681.285919890506 518.65399616310606 979.96778566850116 247.94093463776517 154.61575155716855 51.567178190103732 89.323186363792047
leaf_count=117477 37321 7078 3920 1231 1820 4505
internal_value=0 0.00118704 -0.000902172 0.0360432 -0.038509 0.0216715
internal_weight=0 20063.8 18929.2 1134.58 659.544 140.89
internal_count=173352 129706 121397 8309 43646 6325
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=7
num_cat=0
split_feature=139 8 117 58 17 80
split_gain=63.7394 129.624 123.834 122.776 84.5855 115.149
threshold=-0.079600263009487776 -0.037991241269968078 726.50000000000011 0.059996922699342266 -0.33685017549073487 0.14893943658109113
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 5 -2
right_child=4 3 -4 -5 -6 -7
leaf_value=-0.043086241951629842 -0.059461500093061385 0.093335380560122055 0.019624813726438858 -0.010367129464897871 -0.0076538439803373994 0.037962229776877146
leaf_weight=446.04023562246584 142.02323559310753 346.5632707864861 1070.8691103570163 170.24930704807048 7132.7494629699504 832.20652030897327
leaf_count=30719 4703 4280 10327 2484 114407 6432
internal_value=0 0.0159211 0.00118492 0.0591735 -0.00387881 0.0237598
internal_weight=0 2033.72 1516.91 516.813 8106.98 974.23
internal_count=173352 47810 41046 6764 125542 11135
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=7
num_cat=0
split_feature=19 8 45 2 154 39
split_gain=70.2049 188.556 168.565 145.002 91.4391 122.726
threshold=-0.0567006957633071 -0.15427585197532381 -0.1333560510018503 0.39636916094344249 -0.039049790657225816 -0.005429232701662263
decision_type=2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6
right_child=1 3 -4 -5 5 -7
leaf_value=-0.021778129137287879 -0.0053738959338639463 -0.0041977412314360462 0.046147814631892992 0.018377075931417217 0.019143513139623966 -0.0089062735029483385
leaf_weight=2895.6761246558744 988.95490664686076 16068.737875977298 1774.3474075747654 3457.5072509830352 2181.0583901263308 5476.4285126541508
leaf_count=19308 5598 71377 7891 17502 10042 41634
internal_value=0 0.00325956 0.0277088 -0.000200424 -0.00664103 -0.000916939
internal_weight=0 22289.5 2763.3 19526.2 10553.2 7657.49
internal_count=173352 102368 13489 88879 70984 51676
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=7
num_cat=0
split_feature=82 108 145 68 101 106
split_gain=67.2214 117.601 104.922 95.8158 31.4029 37.2195
threshold=0.033680215447239238 28.08213383095794 0.11333579864450734 0.367089163687633 0.11295840389076629 -0.37150851125227935
decision_type=2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6
right_child=4 2 -4 -5 5 -7
leaf_value=-0.0050920989991482622 -0.049579503470830441 0.071556548050687271 0.012725316883517329 0.018816015933582994 -0.085694152751021435 0.0053609831581890163
leaf_weight=12121.96169464109 380.86589712119894 386.50751527940156 1405.5245112952543 1945.2821152328979 52.752346754132304 301.2452072831511
leaf_count=123106 9358 2246 12838 23568 481 1755
internal_value=0 0.00128752 0.0254141 -0.00178598 -0.0296501 -0.00820796
internal_weight=0 15859.3 1792.03 14067.2 734.863 353.998
internal_count=173352 161758 15084 146674 11594 2236
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=7
num_cat=0
split_feature=1 15 0 120 114 63
split_gain=100.1 157.509 144.363 140.881 104.426 98.2734
threshold=-0.15256089333187681 1.5670968565187773 2.6103140229143729 0.89676722820845667 0.45749298335035699 0.092743377617421893
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -3
right_child=3 5 -4 4 -6 -7
leaf_value=0.0041541704136371328 -0.031791011596713221 0.029923314249287587 -0.038670013647805201 0.0048656768570419662 -0.018535888321611668 0.00083824280112319296
leaf_weight=3096.0565169737674 1822.6583906087035 3255.5087216759566 1055.5678247455508 7035.0454908396059 2615.8883415499295 1806.252331122756
leaf_count=22083 35025 16407 3378 47218 39884 9357
internal_value=0 0.00770319 -0.00673406 -0.00629286 -0.00147732 0.0195445
internal_weight=0 9213.39 4151.62 11473.6 9650.93 5061.76
internal_count=173352 51225 25461 122127 87102 25764
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=7
num_cat=0
split_feature=80 106 95 103 1 23
split_gain=63.6773 115.958 85.8722 170.241 109.273 61.9847
threshold=1.0063654237240651 0.7602825504204489 0.11313029112494973 0.085732942771233042 -0.093028531659806082 0.32643089075502835
decision_type=2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -3
right_child=1 5 3 -5 -6 -7
leaf_value=-0.039164638375430674 -0.046186179736394779 -0.034295402950529096 0.045705438827203321 0.001821968501761276 0.0013476849221414375 0.044739337852748667
leaf_weight=918.06598775704333 736.19521414046176 148.82726660184562 1101.5433978906076 4476.7319156281592 2422.9074886521994 297.77251650113612
leaf_count=31034 4078 585 13411 29260 92877 2107
internal_value=0 -0.0217992 0.00289403 0.0104876 -0.0097847 0.0184014
internal_weight=0 1182.79 8919.25 5578.28 3340.97 446.6
internal_count=173352 6770 166582 42671 123911 2692
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
eeg_ab_c6min_norm=84
eeg_at_c6min_norm=81
eeg_as_c6min_norm=66
eeg_sigma_c6min_norm=63
eeg_petrosian=52
eeg_ab=51
eeg_ab_p2min_norm=46
eeg_g3b_c6min_norm=46
eeg_perm=43
eeg_iqr_c6min_norm=42
eeg_sigma_p2min_norm=42
eeg_gama2=39
eeg_g3b_p2min_norm=38
eeg_alpha2_c6min_norm=36
eeg_rn_c6min_norm=35
eeg_alpha_c6min_norm=34
eeg_ds_c6min_norm=33
eeg_fdelta=33
eeg_gama2_c6min_norm=33
eeg_gama4=30
eeg_gr_c6min_norm=30
eeg_hmob_c6min_norm=30
eeg_at_p2min_norm=29
eeg_db_c6min_norm=29
eeg_g3b=28
eeg_as_p2min_norm=27
eeg_delta4_p2min_norm=27
eeg_beta2_c6min_norm=26
eeg_gn_c6min_norm=25
eeg_kurt_c6min_norm=25
eeg_hcomp_c6min_norm=24
eeg_delta4_c6min_norm=23
eeg_gr_p2min_norm=23
eeg_perm_c6min_norm=22
eeg_std=22
eeg_ar_c6min_norm=21
eeg_ds=21
eeg_higuchi_c6min_norm=21
eeg_std_c6min_norm=21
eeg_beta_c6min_norm=20
eeg_beta2=19
eeg_gr=19
eeg_kurt_p2min_norm=19
eeg_beta3_c6min_norm=18
eeg_sigma=18
eeg_alpha_p2min_norm=17
eeg_db=17
eeg_gama3_p2min_norm=17
eeg_gama4_c6min_norm=17
eeg_iqr=17
eeg_perm_p2min_norm=17
eeg_petrosian_c6min_norm=17
eeg_gama_p2min_norm=16
eeg_higuchi=16
eeg_dn=14
eeg_ds_p2min_norm=14
eeg_fdelta_c6min_norm=14
eeg_fdelta_p2min_norm=14
eeg_g3t_p2min_norm=14
eeg_gama2_p2min_norm=14
eeg_iqr_p2min_norm=14
eeg_nzc=14
eeg_beta2_p2min_norm=13
eeg_beta3=13
eeg_hcomp_p2min_norm=13
eeg_rem_wave3_p2min_norm=13
eeg_sdelta=13
eeg_dt_p2min_norm=12
eeg_g3a_c6min_norm=12
eeg_gama=12
eeg_higuchi_p2min_norm=12
eeg_rem_wave_c6min_norm=12
eeg_rn_p2min_norm=12
eeg_beta_p2min_norm=11
eeg_db_p2min_norm=11
eeg_delta4=11
eeg_dt_c6min_norm=11
eeg_g3n_c6min_norm=11
eeg_gama3=11
eeg_gama4_p2min_norm=11
eeg_gn_p2min_norm=11
eeg_hmob_p2min_norm=11
eeg_n_wave_c6min_norm=11
eeg_alpha=10
eeg_da=10
eeg_n_wave_p2min_norm=10
eeg_abspow_p2min_norm=9
eeg_da_c6min_norm=9
eeg_g3d_c6min_norm=9
eeg_petrosian_p2min_norm=9
eeg_alpha2_p2min_norm=8
eeg_ar=8
eeg_ar_p2min_norm=8
eeg_beta3_p2min_norm=8
eeg_g3a=8
eeg_g3a_p2min_norm=8
eeg_g3n_p2min_norm=8
eeg_g3r=8
eeg_g3r_c6min_norm=8
eeg_g3r_p2min_norm=8
eeg_gama3_c6min_norm=8
eeg_theta_c6min_norm=8
eeg_alpha2=7
eeg_dn_p2min_norm=7
eeg_dr_c6min_norm=7
eeg_dt=7
eeg_gama_c6min_norm=7
eeg_nzc_c6min_norm=7
eeg_sdelta_c6min_norm=7
eeg_as=6
eeg_da_p2min_norm=6
eeg_delta_p2min_norm=6
eeg_g3d=6
eeg_g3t=6
eeg_hmob=6
eeg_rem_wave_p2min_norm=6
eeg_theta2=6
eeg_theta2_c6min_norm=6
eeg_g3t_c6min_norm=5
eeg_gn=5
eeg_n_wave=5
eeg_theta3_c6min_norm=5
eeg_theta3_p2min_norm=5
eeg_at=4
eeg_delta2_c6min_norm=4
eeg_dr=4
eeg_nzc_p2min_norm=4
eeg_rem_wave3_c6min_norm=4
eeg_rn=4
eeg_sdelta_p2min_norm=4
eeg_skew_c6min_norm=4
eeg_std_p2min_norm=4
eeg_theta2_p2min_norm=4
eeg_beta=3
eeg_delta2_p2min_norm=3
eeg_delta3_c6min_norm=3
eeg_delta3_p2min_norm=3
eeg_dn_c6min_norm=3
eeg_g3d_p2min_norm=3
eeg_hcomp=3
eeg_rem_wave=3
eeg_abspow=2
eeg_abspow_c6min_norm=2
eeg_delta3=2
eeg_delta_c6min_norm=2
eeg_dr_p2min_norm=2
eeg_kurt=2
eeg_rem_wave3=2
eeg_theta=2
eeg_theta3=2
eeg_delta=1
eeg_g3n=1
eeg_skew_p2min_norm=1
eeg_theta_p2min_norm=1

parameters:
[boosting: gbdt]
[objective: multiclass]
[metric: multi_logloss]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 7]
[num_threads: 4]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 3]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 0.5]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 5]
[num_class: 4]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
