tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=14
objective=quantile
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4 Column_5 Column_6 Column_7 Column_8 Column_9 Column_10 Column_11 Column_12 Column_13 Column_14
feature_infos=[13808293570.4:76610311940.190002] [11702716.460000001:4211375573.9000001] [9.778875326511395:3639.6221282335318] [13808293570.4:76610311940.190002] [11702716.460000001:4211375573.9000001] [13808293570.4:73868912787.449997] [11702716.460000001:4211375573.9000001] [19001212772.681431:62625772317.477135] [56332895.907142863:2639699208.4200001] [21912158879.979664:34023135109.07233] [131653509.36566666:2639699208.4200001] [-0.58017587656133296:1.1300806623194699] [-0.99048385565056163:79.333288627914769] [-1.667095634424244:4.104417054680165] [0:21646321444.853825]
tree_sizes=475 482 483 483 482 642 644 563 641 556 641 648 560 641 710 652 563 643 638 563 568 565 569 562 567 485 487 567 567 649 563 565 567 558 561 486 642 563 644 559 556 562 646 646 565 560 565 567 567 649 643 637 647 648 557 642 647 551 641 564 644 642 645 726 556 565 642 639 652 634 634 718 643 642 715 726 644 719 564 639 648 646 641 564 483 634 483 645 728 645 641 639 559 637 725 637 637 724 724 636 638 636 636 640 707 637 646 640 634 636 642 641 642 709 642 640 647

Tree=0
num_leaves=4
num_cat=0
split_feature=0 6 8
split_gain=6.53783 0.0806559 0.041453
threshold=35923979431.935005 581328110.5150001 131511423.1307143
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=38789705600.791794 42474263767.473 39394020716.725197 39261421760.210159
leaf_weight=20 24 30 97
leaf_count=20 24 30 97
internal_value=4.01316e+10 4.01316e+10 4.01316e+10
internal_weight=171 147 117
internal_count=171 147 117
is_linear=0
shrinkage=1


Tree=1
num_leaves=4
num_cat=0
split_feature=0 9 6
split_gain=6.38077 0.113379 0.106185
threshold=35923979431.935005 29911400743.829338 581328110.5150001
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-857367183.56632853 2108426536.3256981 -197391225.21533665 -639529629.48267591
leaf_weight=97 24 21 29
leaf_count=97 24 21 29
internal_value=0.000526313 -0.00727891 -0.0084127
internal_weight=171 147 126
internal_count=171 147 126
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=4
num_cat=0
split_feature=0 9 6
split_gain=5.46045 0.113379 0.106185
threshold=35923979431.935005 29911400743.829338 581328110.5150001
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-771630465.20969546 1897583882.6931283 -177652102.69380268 -575576666.53440857
leaf_weight=97 24 21 29
leaf_count=97 24 21 29
internal_value=-5.84819e-05 -0.00727891 -0.0084127
internal_weight=171 147 126
internal_count=171 147 126
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=4
num_cat=0
split_feature=0 9 6
split_gain=4.55278 0.0987424 0.106435
threshold=38952747682.985008 29911400743.829338 581328110.5150001
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-667887015.00718307 1724395006.2142937 -54467488.843725815 -518018999.88096774
leaf_weight=98 21 23 29
leaf_count=98 21 23 29
internal_value=-0.00122807 -0.00733334 -0.0084252
internal_weight=171 150 127
internal_count=171 150 127
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=4
num_cat=0
split_feature=0 9 6
split_gain=3.72237 0.0987424 0.106435
threshold=38952747682.985008 29911400743.829338 581328110.5150001
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-601098313.5064652 1551955505.5928643 -49020739.959353104 -466217099.89287114
leaf_weight=98 21 23 29
leaf_count=98 21 23 29
internal_value=-0.00181287 -0.00733334 -0.0084252
internal_weight=171 150 127
internal_count=171 150 127
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=6
num_cat=0
split_feature=0 1 2 0 0
split_gain=2.78135 0.0964486 0.137328 0.173761 0.0307692
threshold=38952747682.985008 83200448.660000011 75.508260798885928 24435095018.915005 22799979229.425007
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-306819332.19766873 1396759955.0335779 -787763921.28636098 -733965872.4210403 140480315.53830585 -546627742.44840205
leaf_weight=43 21 20 28 27 32
leaf_count=43 21 20 28 27 32
internal_value=-0.00122807 -0.006 -0.00439253 -0.000909093 -0.00807693
internal_weight=171 150 107 55 52
internal_count=171 150 107 55 52
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=6
num_cat=0
split_feature=0 1 2 0 0
split_gain=1.76537 0.0979592 0.148072 0.204016 0.0307692
threshold=35923979431.935005 83200448.660000011 75.508260798885928 24435095018.915005 22799979229.425007
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-486039069.5200119 1240514447.7397416 -708987529.15772486 -660569285.178936 188794854.01259124 -491964968.20356178
leaf_weight=42 24 20 28 25 32
leaf_count=42 24 20 28 25 32
internal_value=-0.00181287 -0.00591837 -0.00428572 -0.00056604 -0.00807693
internal_weight=171 147 105 53 52
internal_count=171 147 105 53 52
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=5
num_cat=0
split_feature=0 1 2 0
split_gain=1.65789 0.124031 0.199121 0.0307692
threshold=38952747682.985008 140266688.35000002 75.508260798885928 22799979229.425007
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-252912443.12075621 1133032514.7562463 -638088776.24195254 104329013.32589899 -442768471.38320583
leaf_weight=64 21 20 34 32
leaf_count=64 21 20 34 32
internal_value=-0.00298246 -0.00666667 -0.00418605 -0.00807693
internal_weight=171 150 86 52
internal_count=171 150 86 52
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=6
num_cat=0
split_feature=0 1 2 0 0
split_gain=1.58503 0.0964486 0.137328 0.173761 0.0307692
threshold=38952747682.985008 83200448.660000011 75.508260798885928 24435095018.915005 22799979229.425007
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-202242247.71382475 1019729263.2806214 -574279898.61775744 -604945257.99363196 118554406.782406 -398491624.24488485
leaf_weight=43 21 20 28 27 32
leaf_count=43 21 20 28 27 32
internal_value=-0.00239766 -0.006 -0.00439253 -0.000909093 -0.00807693
internal_weight=171 150 107 55 52
internal_count=171 150 107 55 52
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=5
num_cat=0
split_feature=0 3 8 6
split_gain=1.58503 0.103124 0.198113 0.140581
threshold=38952747682.985008 22799979229.425007 371145866.90071434 581328110.5150001
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=4452852.6613474069 917756336.95255899 -371875358.38842839 -480088366.84212822 -287936417.08480686
leaf_weight=32 21 75 21 22
leaf_count=32 21 75 21 22
internal_value=-0.00239766 -0.006 -0.00245283 -0.00793815
internal_weight=171 150 53 97
internal_count=171 150 53 97
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=6
num_cat=0
split_feature=0 4 0 3 12
split_gain=1.37626 0.203386 0.595238 0.242096 0.409756
threshold=38952747682.985008 398681789.11500007 25796135704.695004 22799979229.425007 0.11819795042709726
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-582603595.59151638 825980703.25730288 -624795044.96516895 33451214.811454095 -393895562.8247596 277329218.87129307
leaf_weight=21 21 21 21 67 20
leaf_count=21 21 21 21 67 20
internal_value=-0.000643277 -0.004 0.00190476 -0.0062963 -0.000243905
internal_weight=171 150 42 108 41
internal_count=171 150 42 108 41
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=6
num_cat=0
split_feature=0 4 0 3 12
split_gain=1.52763 0.209679 0.640244 0.239301 0.409756
threshold=35923979431.935005 398681789.11500007 25796135704.695004 22799979229.425007 0.11819795042709726
decision_type=2 2 2 2 2
left_child=1 3 -3 4 -1
right_child=-2 2 -4 -5 -6
leaf_value=-524343236.03236485 726813121.14109421 -562315540.46865213 56875451.882295229 -402632265.46418387 249596296.98416388
leaf_weight=21 24 21 20 65 20
leaf_count=21 24 21 20 65 20
internal_value=-5.84819e-05 -0.00387755 0.00219512 -0.00622642 -0.000243905
internal_weight=171 147 41 106 41
internal_count=171 147 41 106 41
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=5
num_cat=0
split_feature=0 0 12 10
split_gain=0.938496 0.256791 0.576376 0.152334
threshold=38952747682.985008 25999941834.230003 -0.11183134443914587 298006221.27766675
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-135975900.99914625 670701320.81746376 51187906.694065861 -246252983.49653766 -433789873.14194775
leaf_weight=37 21 20 31 62
leaf_count=37 21 20 31 62
internal_value=-0.00122807 -0.004 0.0017647 -0.0069697
internal_weight=171 150 51 99
internal_count=171 150 51 99
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=6
num_cat=0
split_feature=0 5 14 6 0
split_gain=0.830894 0.315734 1.26649 0.242846 0.0368421
threshold=38952747682.985008 23013808512.165005 4136820658.4888349 581328110.5150001 21291399879.470005
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -3
right_child=-2 3 -4 -5 -6
leaf_value=-484435623.7427997 603631188.73571706 -451964868.0135628 29412475.845380276 -16397969.84035678 -420489315.09769922
leaf_weight=29 21 20 22 23 56
leaf_count=29 21 20 22 23 56
internal_value=-5.84819e-05 -0.00266667 0.00372549 -0.0059596 -0.00868421
internal_weight=171 150 51 99 76
internal_count=171 150 51 99 76
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=7
num_cat=0
split_feature=3 13 3 14 1 4
split_gain=1.02447 0.669643 0.217499 0.3 0.4 0.034127
threshold=28301654376.735004 0.31988881847611172 23136168699.130005 3680771442.9225683 182718753.61500004 311674602.67000002
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -4
right_child=1 -3 5 4 -6 -7
leaf_value=-426682899.37088662 -179578752.34094995 510129046.28118825 -350030573.54147553 59553815.114346795 -414257192.24119341 -337670434.99885261
leaf_weight=20 21 27 43 20 20 20
leaf_count=20 21 27 43 20 20 20
internal_value=0.000526313 0.0129167 -0.00430895 -2.38419e-09 0.005 -0.0084127
internal_weight=171 48 123 60 40 63
internal_count=171 48 123 60 40 63
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=6
num_cat=0
split_feature=0 11 0 0 12
split_gain=0.628839 0.125057 0.175549 0.273438 0.261194
threshold=38952747682.985008 -0.16163431801139952 28196653220.800007 25796135704.695004 0.11819795042709726
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=-306283793.27840406 492255165.23402637 -427377728.64908707 -41610419.848630525 21284506.324149646 18514839.245295342
leaf_weight=34 21 35 28 21 32
leaf_count=34 21 35 28 21 32
internal_value=-0.00239766 -0.00466667 -0.00310345 -0.000909093 -0.00402985
internal_weight=171 150 116 88 67
internal_count=171 150 116 88 67
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=5
num_cat=0
split_feature=5 14 6 1
split_gain=0.749738 1.85185 0.267094 0.300481
threshold=22799979229.425007 4136820658.4888349 278548868.84500009 128028106.83000001
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-390190548.20395911 -326814434.26123381 564249943.27197242 -712610199.17720318 291472673.19943202
leaf_weight=27 65 27 20 32
leaf_count=27 65 27 20 32
internal_value=-0.00122807 0.00851852 -0.0057265 -0.000384618
internal_weight=171 54 117 52
internal_count=171 54 117 52
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=6
num_cat=0
split_feature=0 12 2 2 0
split_gain=0.675038 0.173333 0.240833 0.360128 0.0291667
threshold=38952747682.985008 -0.37349144752701141 75.508260798885928 177.56247147047324 23013808512.165005
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -3
right_child=-2 2 3 -5 -6
leaf_value=-322071972.11249197 386604667.39046049 -206201523.74290514 254964777.60518199 -137187196.19279647 -201792037.45763299
leaf_weight=52 21 20 24 26 28
leaf_count=52 21 20 24 26 28
internal_value=-0.00298246 -0.00533334 -0.00285715 0.002 -0.00791667
internal_weight=171 150 98 50 48
internal_count=171 150 98 50 48
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=6
num_cat=0
split_feature=0 9 6 14 0
split_gain=0.845029 0.222222 0.11917 0.153846 0.1
threshold=35923979431.935005 29911400743.829338 233970453.42500004 4174273977.2607346 25574492347.930004
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -4
right_child=-2 -3 3 -5 -6
leaf_value=-177165167.72576988 339558008.91416758 2210179.5727806338 -293177257.3147133 -307779898.32050139 50991659.05347269
leaf_weight=61 24 21 20 25 20
leaf_count=61 24 21 20 25 20
internal_value=-0.00239766 -0.0052381 -0.0068254 -0.00384616 -2.38419e-09
internal_weight=171 147 126 65 40
internal_count=171 147 126 65 40
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=5
num_cat=0
split_feature=5 14 6 9
split_gain=0.657895 1.81704 0.280702 0.232689
threshold=23013808512.165005 4136820658.4888349 278548868.84500009 25672795093.076336
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-301168357.21442407 -256390710.71211135 418973161.4519853 210105270.47523171 -303738807.98871464
leaf_weight=29 64 28 23 27
leaf_count=29 64 28 23 27
internal_value=-0.00122807 0.00754386 -0.00561404 -2.38419e-09
internal_weight=171 57 114 50
internal_count=171 57 114 50
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=5
num_cat=0
split_feature=14 1 11 3
split_gain=0.598199 0.0921868 0.130802 0.132275
threshold=9875929128.8945084 140266688.35000002 0.093005597562485401 25639128676.595005
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-88765385.443429112 294249686.1048227 239519234.89276558 -281807970.58634508 -70871701.617595479
leaf_weight=66 26 21 31 27
leaf_count=66 26 21 31 27
internal_value=-0.00473684 -0.00724138 -0.00493671 -0.00166667
internal_weight=171 145 79 48
internal_count=171 145 79 48
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=5
num_cat=0
split_feature=0 1 2 0
split_gain=0.962466 0.127551 0.221612 0.0307692
threshold=35923979431.935005 140266688.35000002 75.508260798885928 22799979229.425007
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-140267606.24426472 273688165.83781582 -131108623.14945257 52063264.531027563 -201227004.22179103
leaf_weight=63 24 20 32 32
leaf_count=63 24 20 32 32
internal_value=-0.00356725 -0.00659864 -0.00404762 -0.00807693
internal_weight=171 147 84 52
internal_count=171 147 84 52
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=5
num_cat=0
split_feature=14 4 6 10
split_gain=0.502212 0.150076 0.0939465 0.0391304
threshold=9875929128.8945084 56756558.690000005 581328110.5150001 258595431.12883338
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-14700957.310432283 237455900.91055924 -238356445.87121731 -198108327.41627952 -210092796.60455251
leaf_weight=28 26 20 25 72
leaf_count=28 26 20 25 72
internal_value=-0.00356725 -0.00586207 -0.0074359 -0.00891305
internal_weight=171 145 117 92
internal_count=171 145 117 92
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=5
num_cat=0
split_feature=5 14 6 9
split_gain=0.657895 1.81704 0.280702 0.232689
threshold=23013808512.165005 4136820658.4888349 278548868.84500009 25672795093.076336
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-253744792.8681708 -223238527.30766779 319101452.5811817 186491506.33433932 -213688034.65045893
leaf_weight=29 64 28 23 27
leaf_count=29 64 28 23 27
internal_value=-0.00122807 0.00754386 -0.00561404 -2.38419e-09
internal_weight=171 57 114 50
internal_count=171 57 114 50
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=5
num_cat=0
split_feature=3 1 11 2
split_gain=0.772348 0.124031 0.199498 0.24117
threshold=38952747682.985008 140266688.35000002 0.093005597562485401 75.508260798885928
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-104355785.67473274 257237709.73785445 -21092853.513441399 -199759664.06484988 171755772.96269774
leaf_weight=64 21 28 35 23
leaf_count=64 21 28 35 23
internal_value=-0.00415205 -0.00666667 -0.00418605 -0.000196081
internal_weight=171 150 86 51
internal_count=171 150 86 51
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=4
num_cat=0
split_feature=14 6 7
split_gain=0.491879 0.167495 0.0750503
threshold=10869414478.038816 581328110.5150001 23316350887.864292
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-51793326.29552602 341594390.89278245 -142929689.71591294 -35592142.51262033
leaf_weight=37 20 30 84
leaf_count=37 20 30 84
internal_value=-0.00473684 -0.00668874 -0.00834711
internal_weight=171 151 121
internal_count=171 151 121
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=4
num_cat=0
split_feature=14 6 7
split_gain=0.491879 0.167495 0.0750503
threshold=10869414478.038816 581328110.5150001 23316350887.864292
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-46613993.665973559 307434951.80350399 -128636720.74432176 -32032928.261358429
leaf_weight=37 20 30 84
leaf_count=37 20 30 84
internal_value=-0.00473684 -0.00668874 -0.00834711
internal_weight=171 151 121
internal_count=171 151 121
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=5
num_cat=0
split_feature=0 2 2 11
split_gain=0.675038 0.217778 0.211565 0.234375
threshold=38952747682.985008 177.56247147047324 96.873664268535606 -0.019119580455521864
decision_type=2 2 2 2
left_child=1 2 3 -1
right_child=-2 -3 -4 -5
leaf_value=-2251745.2717191582 166611004.49444017 -55124482.335252553 16493891.752362752 -178735803.31437764
leaf_weight=24 21 60 26 40
leaf_count=24 21 60 26 40
internal_value=-0.00298246 -0.00533334 -0.00222222 -0.0053125
internal_weight=171 150 90 64
internal_count=171 150 90 64
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=5
num_cat=0
split_feature=14 4 0 0
split_gain=0.457364 0.201241 0.116073 0.269975
threshold=9875929128.8945084 43535375.080000006 24435095018.915005 28196653220.800007
decision_type=2 2 2 2
left_child=1 -1 -3 -4
right_child=-2 2 3 -5
leaf_value=-482075.68830096826 101151802.47338064 -238152317.67739698 5470424.0583451353 -107968891.70914307
leaf_weight=22 26 58 31 34
leaf_count=22 26 58 31 34
internal_value=-0.00298246 -0.00517242 -0.00674797 -0.00384616
internal_weight=171 145 123 65
internal_count=171 145 123 65
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=6
num_cat=0
split_feature=3 5 3 11 0
split_gain=0.479817 0.609524 0.508438 0.0477408 0.10352
threshold=28301654376.735004 25574492347.930004 19681551001.950001 0.051292343810913084 27179375216.240002
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=21698293.769040287 162078569.82872087 -179677022.98787433 -198360337.76044822 -114722629.39770141 -134518725.22335836
leaf_weight=21 20 28 56 21 25
leaf_count=21 20 28 56 21 25
internal_value=-0.00181287 0.00666666 -0.00512195 -0.00803922 -0.00565218
internal_weight=171 48 123 102 46
internal_count=171 48 123 102 46
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=5
num_cat=0
split_feature=3 13 10 4
split_gain=0.584277 0.209282 0.565342 0.186513
threshold=38952747682.985008 -0.52057800797157838 298006221.27766675 398681789.11500007
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=19528470.174608555 157802409.80026934 -143766843.36036777 -217768000.96208331 -2730884.2303544646
leaf_weight=21 21 63 34 32
leaf_count=21 21 63 34 32
internal_value=-0.00181287 -0.004 0.000909089 -0.00684211
internal_weight=171 150 55 95
internal_count=171 150 55 95
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=5
num_cat=0
split_feature=14 7 14 6
split_gain=0.37396 0.234436 0.485354 0.149367
threshold=9875929128.8945084 24736938200.554287 3680771442.9225683 484591762.60000008
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-125062536.85218786 76136283.533752665 -122789387.46908718 20689925.772757102 -74652895.335531712
leaf_weight=36 26 59 30 20
leaf_count=36 26 59 30 20
internal_value=-0.00181287 -0.00379311 0.000606058 -0.00746836
internal_weight=171 145 66 79
internal_count=171 145 66 79
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=5
num_cat=0
split_feature=5 4 7 11
split_gain=0.729841 0.446388 0.330873 0.0629183
threshold=19681551001.950001 56756558.690000005 27277123971.412148 0.051292343810913084
decision_type=2 2 2 2
left_child=-1 -2 3 -3
right_child=1 2 -4 -5
leaf_value=9006998.0359440502 3063675.3845293419 -243717385.95846587 1023664.5369914174 -75425350.38888596
leaf_weight=21 31 47 36 36
leaf_count=21 31 47 36 36
internal_value=0.00111111 -0.00133334 -0.00411765 -0.00759036
internal_weight=171 150 119 83
internal_count=171 150 119 83
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=5
num_cat=0
split_feature=5 14 4 8
split_gain=0.748538 1.8296 0.725847 0.133995
threshold=23013808512.165005 4136820658.4888349 43535375.080000006 400405414.87500006
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-163805106.77126047 16179569.809045032 190682070.82923809 -305192441.69818854 -84615566.882167995
leaf_weight=29 21 28 54 39
leaf_count=29 21 28 54 39
internal_value=0.0016959 0.0110526 -0.00298246 -0.0067742
internal_weight=171 57 114 93
internal_count=171 57 114 93
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=5
num_cat=0
split_feature=4 9 6 5
split_gain=0.382066 0.2849 0.207692 0.0388889
threshold=43535375.080000006 29016266791.39917 581328110.5150001 20121353807.355007
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=6508250.1100523788 -14181856.963901464 59495609.130244076 57128543.114402652 -119867908.46584702
leaf_weight=27 20 27 27 70
leaf_count=27 20 27 27 70
internal_value=-0.00239766 -0.00444445 -0.0065812 -0.00888889
internal_weight=171 144 117 90
internal_count=171 144 117 90
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=4
num_cat=0
split_feature=6 12 9
split_gain=0.310843 0.414529 0.0979351
threshold=581328110.5150001 4.3336867312409302 29911400743.829338
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=-72733150.823562235 207862295.76547694 8541879.3384097312 -1774128.5962215774
leaf_weight=83 33 25 30
leaf_count=83 33 25 30
internal_value=-0.00356725 -0.00565218 -0.00823009
internal_weight=171 138 113
internal_count=171 138 113
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=6
num_cat=0
split_feature=3 5 3 9 14
split_gain=0.292398 0.370436 0.209556 0.107591 0.0361111
threshold=27460334882.830006 23224254341.910004 19681551001.950001 28031518085.744503 2862709172.586905
decision_type=2 2 2 2 2
left_child=2 -2 -1 4 -4
right_child=1 -3 3 -5 -6
leaf_value=4158048.6146935509 138082457.9242487 -4340942.1303224331 -97386878.618100062 -3057763.1836066269 -246754419.6888231
leaf_weight=21 20 37 20 21 52
leaf_count=21 20 37 20 21 52
internal_value=-0.00181287 0.00403509 -0.00473684 -0.0067742 -0.00861111
internal_weight=171 57 114 93 72
internal_count=171 57 114 93 72
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=5
num_cat=0
split_feature=4 5 0 4
split_gain=0.342227 0.369691 0.275851 0.352564
threshold=43535375.080000006 19985961836.585003 25999941834.230003 218602606.26000002
decision_type=2 2 2 2
left_child=-1 -2 -3 -4
right_child=1 2 3 -5
leaf_value=5697515.0489791706 18310667.339620132 -167969878.79978663 -201841243.43848929 147462881.60022482
leaf_weight=27 22 70 22 30
leaf_count=27 22 70 22 30
internal_value=-0.00181287 -0.00375 -0.00590164 -0.000384618
internal_weight=171 144 122 52
internal_count=171 144 122 52
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=6
num_cat=0
split_feature=3 7 4 14 1
split_gain=0.282373 0.350649 0.688544 0.152381 0.106977
threshold=38952747682.985008 24736938200.554287 99247801.765000015 3464555780.1030774 149408834.36500004
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -4
right_child=-2 3 4 -5 -6
leaf_value=20400838.979246035 122683393.04314457 21850268.073402859 -8444649.2190255914 -165135146.59508717 -114273439.64620827
leaf_weight=23 21 20 20 64 23
leaf_count=23 21 20 20 64 23
internal_value=-0.00181287 -0.00333334 0.00212121 -0.00761905 -0.00534884
internal_weight=171 150 66 84 43
internal_count=171 150 66 84 43
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=5
num_cat=0
split_feature=5 14 6 14
split_gain=0.292398 0.785301 0.404211 0.403994
threshold=23013808512.165005 4828906807.3272028 278548868.84500009 4228366799.9448357
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-10474187.476127822 -51487126.976676263 609533579.49230468 180716887.44985887 -216692302.77426159
leaf_weight=37 64 20 23 27
leaf_count=37 64 20 23 27
internal_value=-0.00181287 0.00403509 -0.00473684 0.002
internal_weight=171 57 114 50
internal_count=171 57 114 50
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=5
num_cat=0
split_feature=6 12 11 5
split_gain=0.310843 0.276444 0.362687 0.4
threshold=581328110.5150001 0.19810759203456088 0.093005597562485401 26232830288.085003
decision_type=2 2 2 2
left_child=1 -1 3 -3
right_child=-2 2 -4 -5
leaf_value=-45518905.130051732 162645150.88580108 35628137.760928296 -124047077.07982889 -7297403.646427203
leaf_weight=71 33 20 27 20
leaf_count=71 33 20 27 20
internal_value=-0.00356725 -0.00565218 -0.00104478 0.005
internal_weight=171 138 67 40
internal_count=171 138 67 40
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=5
num_cat=0
split_feature=6 3 9 5
split_gain=0.278728 0.476565 0.172619 0.156989
threshold=233970453.42500004 28301654376.735004 25322646087.534748 20654029469.520004
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=-33977265.163685374 -8009756.3014307767 745142369.75090778 -136625076.52526978 -22174087.83602808
leaf_weight=20 27 22 29 73
leaf_count=20 27 22 29 73
internal_value=-0.00415205 0.000256408 -0.00464286 -0.00784946
internal_weight=171 78 56 93
internal_count=171 78 56 93
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=6
num_cat=0
split_feature=1 11 2 8 2
split_gain=0.272196 0.757961 0.118367 0.112388 0.0371795
threshold=245064962.90000004 -0.019119580455521864 64.441038081907763 463425868.28500003 177.56247147047324
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-41787026.562272824 48290599.045378633 -95858164.395469978 11740690.770290876 -13272425.226253068 -69445368.872865126
leaf_weight=20 23 29 20 21 58
leaf_count=20 23 29 20 21 58
internal_value=-0.00356725 0.00111111 -0.00591837 -0.0069697 -0.00871795
internal_weight=171 72 49 99 78
internal_count=171 72 49 99 78
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=6
num_cat=0
split_feature=3 14 4 0 5
split_gain=0.282373 0.301659 0.279784 0.528814 0.0346154
threshold=38952747682.985008 4370102229.0513096 99247801.765000015 25999941834.230003 23013808512.165005
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -3
right_child=-2 4 3 -5 -6
leaf_value=3319309.7219785494 53470761.826262325 -33390881.814551432 -213583327.69530866 22753552.248826221 -255762896.47556406
leaf_weight=26 21 20 39 20 45
leaf_count=26 21 20 39 20 45
internal_value=-0.00181287 -0.00333334 0.000588233 -0.00322034 -0.00846154
internal_weight=171 150 85 59 65
internal_count=171 150 85 59 65
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=5
num_cat=0
split_feature=8 8 7 14
split_gain=0.274091 0.462494 0.418803 0.179211
threshold=677306652.18285728 440909322.99285716 23515934788.385715 4408363293.3708181
decision_type=2 2 2 2
left_child=1 2 -1 -4
right_child=-2 -3 3 -5
leaf_value=4079612.9208684228 -83550224.19261688 731560246.57208252 -4044033.6191549599 -190121679.45823565
leaf_weight=36 33 21 31 50
leaf_count=36 33 21 31 50
internal_value=-0.00181287 0.000144925 -0.00230769 -0.0062963
internal_weight=171 138 117 81
internal_count=171 138 117 81
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=5
num_cat=0
split_feature=4 5 9 14
split_gain=0.282373 0.289757 0.507018 0.353226
threshold=35560393.120000012 23224254341.910004 25567815859.884274 3288154122.0435824
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=4658514.714895213 -99307390.882414564 27276919.566035107 201375510.51527381 -205265700.10973617
leaf_weight=21 30 20 27 73
leaf_count=21 30 20 27 73
internal_value=-0.00181287 -0.00333334 0.0022807 -0.0067742
internal_weight=171 150 57 93
internal_count=171 150 57 93
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=5
num_cat=0
split_feature=4 6 10 0
split_gain=0.382066 0.264915 0.173697 0.0383721
threshold=43535375.080000006 581328110.5150001 249705487.43183336 31779834505.065006
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=8911257.2079602238 -33793739.472982816 323768569.0015558 -59685678.910179012 -16522354.14262215
leaf_weight=27 30 28 66 20
leaf_count=27 30 28 66 20
internal_value=-0.00239766 -0.00444445 -0.00655173 -0.00883721
internal_weight=171 144 116 86
internal_count=171 144 116 86
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=5
num_cat=0
split_feature=4 6 10 0
split_gain=0.382066 0.264915 0.173697 0.0383721
threshold=43535375.080000006 581328110.5150001 249705487.43183336 31779834505.065006
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=8020131.4871640205 -30414365.525684386 291391712.10140014 -53717111.019161098 -14870118.728359759
leaf_weight=27 30 28 66 20
leaf_count=27 30 28 66 20
internal_value=-0.00239766 -0.00444445 -0.00655173 -0.00883721
internal_weight=171 144 116 86
internal_count=171 144 116 86
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=5
num_cat=0
split_feature=4 6 10 0
split_gain=0.382066 0.264915 0.173697 0.0383721
threshold=43535375.080000006 581328110.5150001 249705487.43183336 31779834505.065006
decision_type=2 2 2 2
left_child=-1 2 -2 -4
right_child=1 -3 3 -5
leaf_value=7218118.3384475131 -27372928.973115608 262252540.89125991 -48345399.917244978 -13383106.855523458
leaf_weight=27 30 28 66 20
leaf_count=27 30 28 66 20
internal_value=-0.00239766 -0.00444445 -0.00655173 -0.00883721
internal_weight=171 144 116 86
internal_count=171 144 116 86
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=6
num_cat=0
split_feature=11 4 3 2 5
split_gain=0.274174 0.270877 0.493934 0.422402 0.034127
threshold=-0.13891669701692624 43535375.080000006 24640700850.710003 142.78345742741141 21564539210.725002
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=-29913394.098352421 13635746.209209286 -102535185.05680829 63818494.731431335 -67536890.449644849 -56993669.448611498
leaf_weight=42 20 20 25 21 43
leaf_count=42 20 20 25 21 43
internal_value=-0.00298246 -0.000697677 -0.00266055 0.00521739 -0.0084127
internal_weight=171 129 109 46 63
internal_count=171 129 109 46 63
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=6
num_cat=0
split_feature=0 4 7 12 10
split_gain=0.436005 0.455808 0.30303 0.486111 0.232689
threshold=25999941834.230003 398681789.11500007 24264890069.79929 -0.40603097367344954 315753284.13333338
decision_type=2 2 2 2 2
left_child=2 4 3 -1 -2
right_child=1 -3 -4 -5 -6
leaf_value=-242552591.53656545 2453348.5072889798 79908733.066030964 -107607863.80968888 11943398.175246175 -181813530.00650743
leaf_weight=21 23 22 54 24 27
leaf_count=21 23 22 54 24 27
internal_value=-0.000643277 0.00527778 -0.0049495 0.00111111 -2.38419e-09
internal_weight=171 72 99 45 50
internal_count=171 72 99 45 50
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=6
num_cat=0
split_feature=12 10 8 9 0
split_gain=0.421053 0.443021 0.81 0.295576 0.0324561
threshold=-0.40603097367344954 305664801.06666678 219859162.19214284 25672795093.076336 26752929850.385006
decision_type=2 2 2 2 2
left_child=4 2 -2 -3 -1
right_child=1 3 -4 -5 -6
leaf_value=-191224761.02944842 -11048844.217215957 3852818.1456424985 34623882.047072604 -99138104.354699805 -6513889.9183213981
leaf_weight=37 25 38 20 31 20
leaf_count=37 25 38 20 31 20
internal_value=-0.00122807 0.0022807 0.01 -0.00275363 -0.00824562
internal_weight=171 114 45 69 57
internal_count=171 114 45 69 57
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=6
num_cat=0
split_feature=9 9 10 9 11
split_gain=0.246711 0.3125 0.412458 0.666667 0.139394
threshold=23948497839.098171 25245251627.85667 327305904.85250008 30378892791.382004 -0.091266014406819515
decision_type=2 2 2 2 2
left_child=-1 -2 3 -3 -4
right_child=1 2 4 -5 -6
leaf_value=-65504551.576992325 21899239.448341772 209182754.00990477 -5480676.2460327018 -104448031.89610434 -79668855.673455879
leaf_weight=27 24 27 20 27 46
leaf_count=27 24 27 20 27 46
internal_value=-0.00122807 0.000416664 -0.00166667 0.00481481 -0.0069697
internal_weight=171 144 120 54 66
internal_count=171 144 120 54 66
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=6
num_cat=0
split_feature=13 8 3 5 3
split_gain=0.344572 0.355595 0.225627 0.115293 0.0378049
threshold=0.51177965132353542 400405414.87500006 19985961836.585003 20991617932.610004 29348849922.680004
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=4282393.6244514287 -19842235.50924794 143575104.22597504 -5556438.8201362202 -37744887.493693203 -25652342.782000128
leaf_weight=21 27 20 21 62 20
leaf_count=21 27 20 21 62 20
internal_value=-0.00239766 0.00489361 -0.00516129 -0.00708738 -0.00878049
internal_weight=171 47 124 103 82
internal_count=171 47 124 103 82
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=5
num_cat=0
split_feature=3 6 4 4
split_gain=0.313601 0.201667 0.347222 0.248016
threshold=19681551001.950001 581328110.5150001 99247801.765000015 61582780.380000003
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=5241094.0277236206 -15062340.097877974 111857033.37358437 -40062303.733214356 3594563.186570562
leaf_weight=21 24 30 75 21
leaf_count=21 24 30 75 21
internal_value=-0.00239766 -0.004 -0.00583334 0.00111111
internal_weight=171 150 120 45
internal_count=171 150 120 45
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=6
num_cat=0
split_feature=3 14 5 1 0
split_gain=0.362076 0.32697 0.473485 0.108801 0.0371212
threshold=20991617932.610004 6126795431.769043 25837769104.545002 245064962.90000004 25796135704.695004
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=3311060.8313822635 -70666394.33096236 501958327.8556273 -200692562.12380117 -10796724.386147797 -5759476.6375057697
leaf_weight=33 50 20 24 24 20
leaf_count=33 50 20 24 24 20
internal_value=-0.00122807 -0.00347826 0.00363636 -0.00680851 -0.00318182
internal_weight=171 138 44 94 44
internal_count=171 138 44 94 44
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=6
num_cat=0
split_feature=8 8 5 4 4
split_gain=0.318527 0.918371 0.380325 0.284717 0.0355072
threshold=690053949.32000005 440909322.99285716 21811986482.400005 51324680.890000008 383793527.40000004
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -5
right_child=-2 -3 3 4 -6
leaf_value=3415023.0022020871 -133730010.38207327 387801954.76741767 4808583.1247407496 -50590592.311077416 -201468628.87015304
leaf_weight=28 30 24 20 49 20
leaf_count=28 30 24 20 49 20
internal_value=-0.000643277 0.00134752 -0.00230769 -0.00550562 -0.00855073
internal_weight=171 141 117 89 69
internal_count=171 141 117 89 69
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=5
num_cat=0
split_feature=0 4 7 10
split_gain=0.298312 0.691364 0.259436 0.211304
threshold=25999941834.230003 398681789.11500007 23515934788.385715 315753284.13333338
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-146704.76532283015 -636908.08138956502 65674104.06153293 -41234468.703503601 -166477983.7248964
leaf_weight=38 23 22 61 27
leaf_count=38 23 22 61 27
internal_value=-0.00239766 0.0025 -0.0059596 -0.004
internal_weight=171 72 99 50
internal_count=171 72 99 50
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=6
num_cat=0
split_feature=4 3 14 5 5
split_gain=0.313601 0.304867 0.422454 0.283333 0.0363014
threshold=35560393.120000012 24640700850.710003 3503290563.6878648 23938681337.570004 21291399879.470005
decision_type=2 2 2 2 2
left_child=-1 4 -3 -4 -2
right_child=1 2 3 -5 -6
leaf_value=4108067.5426993072 -116995962.55500761 3795554.9681791486 69768095.420376301 -204180925.01907575 -33636449.939404517
leaf_weight=21 20 23 20 34 53
leaf_count=21 20 23 20 34 53
internal_value=-0.00239766 -0.004 0.000389608 -0.00444445 -0.00863014
internal_weight=171 150 77 54 73
internal_count=171 150 77 54 73
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=5
num_cat=0
split_feature=10 10 14 0
split_gain=0.464211 0.739231 0.238336 0.0363014
threshold=334369963.0213334 242074877.87383339 3503290563.6878648 28301654376.735004
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-31822561.354625162 -2221856.5419887044 131313852.66052341 -31347078.083020654 -122987953.7811534
leaf_weight=39 23 36 53 20
leaf_count=39 23 36 53 20
internal_value=-0.00122807 0.00466666 -0.00583334 -0.00863014
internal_weight=171 75 96 73
internal_count=171 75 96 73
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=6
num_cat=0
split_feature=8 6 7 9 1
split_gain=0.169209 0.303897 0.36144 0.52108 0.0357143
threshold=677306652.18285728 462823368.71500003 24667418935.648575 25567815859.884274 71301066.555000022
decision_type=2 2 2 2 2
left_child=1 2 3 -1 -4
right_child=-2 -3 4 -5 -6
leaf_value=-10522814.232682142 -109809521.35145181 500175932.18558359 -23196857.257316615 7616064.2663545804 -30135551.671800949
leaf_weight=27 33 21 20 20 50
leaf_count=27 33 21 20 20 50
internal_value=-0.00356725 -0.00202899 -0.0040171 0.00276596 -0.00857143
internal_weight=171 138 117 47 70
internal_count=171 138 117 47 70
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=6
num_cat=0
split_feature=3 7 0 7 1
split_gain=0.233918 0.432668 0.194897 0.138889 0.0256098
threshold=24640700850.710003 25489518921.925716 35923979431.935005 23316350887.864292 200325418.08000001
decision_type=2 2 2 2 2
left_child=3 -2 4 -1 -3
right_child=1 2 -4 -5 -6
leaf_value=-9899378.5659227446 5861433.4073610194 -214937054.61569825 51748644.606665902 -57537070.903603032 -16978760.026483741
leaf_weight=36 28 21 21 45 20
leaf_count=36 28 21 21 45 20
internal_value=-0.00239766 0.00111111 -0.00354839 -0.0062963 -0.00756098
internal_weight=171 90 62 81 41
internal_count=171 90 62 81 41
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=6
num_cat=0
split_feature=3 5 7 0 4
split_gain=0.353801 0.785301 0.175543 0.114502 0.0361111
threshold=27460334882.830006 23224254341.910004 23515934788.385715 22799979229.425007 353413108.82000011
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -4
right_child=1 -3 4 -5 -6
leaf_value=-20504991.431831852 72670507.779237658 -15406920.467913771 -135201822.5807586 3103553.7789126653 -16426213.662614025
leaf_weight=22 20 37 52 20 20
leaf_count=22 20 37 52 20 20
internal_value=-0.00239766 0.00403509 -0.00561404 -0.000476193 -0.00861111
internal_weight=171 57 114 42 72
internal_count=171 57 114 42 72
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=7
num_cat=0
split_feature=0 9 7 4 1 1
split_gain=0.292398 0.373206 0.615236 0.621272 0.0324561 0.0277778
threshold=23013808512.165005 24924424562.113171 24736938200.554287 272719899.14000005 309214571.37000006 120309404.39000002
decision_type=2 2 2 2 2 2
left_child=4 -2 -3 5 -1 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-52487588.797998935 -106917072.56307665 9869406.8512016498 -135528000.09345141 409689892.81701815 -7716492.303322237 -39629461.095729567
leaf_weight=37 26 21 20 22 20 25
leaf_count=37 26 21 20 22 20 25
internal_value=-0.00239766 0.000526313 0.00363636 -0.00104478 -0.00824562 -0.00777778
internal_weight=171 114 88 67 57 45
internal_count=171 114 88 67 57 45
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=5
num_cat=0
split_feature=4 7 6 7
split_gain=0.429026 0.816667 0.268731 0.0989011
threshold=99247801.765000015 25636957653.337505 890915641.94000018 23515934788.385715
decision_type=2 2 2 2
left_child=1 -1 3 -2
right_child=2 -3 -4 -5
leaf_value=10121516.629439302 -52107960.371468373 -108273779.72183919 421811405.18809789 -53371216.58626169
leaf_weight=30 28 30 20 63
leaf_count=30 28 30 20 63
internal_value=-0.00181287 0.005 -0.0054955 -0.0078022
internal_weight=171 60 111 91
internal_count=171 60 111 91
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=5
num_cat=0
split_feature=4 14 5 0
split_gain=0.519428 0.360055 0.173897 0.0359155
threshold=56756558.690000005 6126795431.769043 27121901906.175003 27179375216.240002
decision_type=2 2 2 2
left_child=-1 2 3 -2
right_child=1 -3 -4 -5
leaf_value=6746439.3839871408 -91948755.783920094 2128108.3917792961 -3958022.3526679846 -39034939.085254692
leaf_weight=33 51 39 28 20
leaf_count=33 51 39 28 20
internal_value=-5.84819e-05 -0.00275363 -0.0059596 -0.00859155
internal_weight=171 138 99 71
internal_count=171 138 99 71
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=6
num_cat=0
split_feature=7 4 5 6 5
split_gain=0.691105 1.28128 0.393344 0.284444 0.0975152
threshold=24852907410.835003 99247801.765000015 23224254341.910004 214000092.30000004 31779834505.065006
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=10133077.966001814 1790436.5962236337 5193860.2240056833 -94504335.606920421 -85139800.266041517 -38895629.784308344
leaf_weight=24 23 25 52 20 27
leaf_count=24 23 25 52 20 27
internal_value=0.00111111 0.00884058 -0.00411765 -0.00111111 -0.00746836
internal_weight=171 69 102 45 79
internal_count=171 69 102 45 79
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=6
num_cat=0
split_feature=4 7 9 8 1
split_gain=0.624 1.71905 0.425959 0.376792 0.0295918
threshold=99247801.765000015 25887863330.877148 25581757577.113838 392349343.50285721 309214571.37000006
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=8815717.7932610642 -73323299.762156829 -87020080.813098013 -24442644.490417689 228509215.31252253 -137370375.34498128
leaf_weight=32 29 28 37 25 20
leaf_count=32 29 28 37 25 20
internal_value=0.00345029 0.0116667 -0.000990993 0.00451613 -0.00795919
internal_weight=171 60 111 62 49
internal_count=171 60 111 62 49
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=6
num_cat=0
split_feature=11 11 3 2 1
split_gain=0.314645 0.776159 0.330014 0.170618 0.124229
threshold=-0.17811361943008489 -0.091266014406819515 19985961836.585003 103.86138379766818 140266688.35000002
decision_type=2 2 2 2 2
left_child=-1 -2 -3 -4 -5
right_child=1 2 3 4 -6
leaf_value=-53278421.15740037 20627236.837822784 5300792.4140794724 -62990898.127553299 -43722822.045361668 48178547.354786113
leaf_weight=33 21 21 38 38 20
leaf_count=33 21 21 38 38 20
internal_value=-0.00122807 0.000869563 -0.00230769 -0.00479167 -0.00137931
internal_weight=171 138 117 96 58
internal_count=171 138 117 96 58
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=6
num_cat=0
split_feature=4 7 5 14 6
split_gain=0.637395 1.41696 0.319456 0.728008 0.141176
threshold=99247801.765000015 25887863330.877148 22799979229.425007 4136820658.4888349 436355772.78000003
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=6481948.0029699914 -73637041.211252809 -76561466.435750857 -119367989.77332282 17257313.209299523 -165900109.48691669
leaf_weight=32 20 28 48 23 20
leaf_count=32 20 28 48 23 20
internal_value=0.0016959 0.01 -0.0027928 0.00395349 -0.00705883
internal_weight=171 60 111 43 68
internal_count=171 60 111 43 68
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=6
num_cat=0
split_feature=4 7 5 14 6
split_gain=0.637395 1.41696 0.319456 0.728008 0.141176
threshold=99247801.765000015 25887863330.877148 22799979229.425007 4136820658.4888349 436355772.78000003
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=5833753.2026728261 -66273337.090127401 -68905319.792175949 -107431190.79599053 15531581.888369499 -149310098.53822514
leaf_weight=32 20 28 48 23 20
leaf_count=32 20 28 48 23 20
internal_value=0.0016959 0.01 -0.0027928 0.00395349 -0.00705883
internal_weight=171 60 111 43 68
internal_count=171 60 111 43 68
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=7
num_cat=0
split_feature=12 11 7 6 8 0
split_gain=0.494152 0.603175 0.950694 0.625 0.235714 0.188259
threshold=-0.40603097367344954 0.13002882225204507 26468573309.254292 233970453.42500004 382804115.62071437 24640700850.710003
decision_type=2 2 2 2 2 2
left_child=5 2 3 -2 -3 -1
right_child=1 4 -4 -5 -6 -7
leaf_value=-113848312.00525875 7129733.3965010364 -192121332.92160204 -3882573.3037399203 8117833.9846154936 3642977.5680734115 -7093889.8294553226
leaf_weight=31 20 22 32 20 20 26
leaf_count=31 20 22 32 20 20 26
internal_value=0.00286549 0.00666666 0.0122222 0.0225 -0.00285715 -0.00473684
internal_weight=171 114 72 40 42 57
internal_count=171 114 72 40 42 57
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=6
num_cat=0
split_feature=4 7 4 12 5
split_gain=0.538336 1.71905 0.300714 0.477079 0.244898
threshold=99247801.765000015 25887863330.877148 180604149.71500003 -0.40603097367344954 23013808512.165005
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=10557722.860410983 -177217982.57993171 -62466559.765271664 9458993.2904799301 8494586.1818756815 -309439902.45966232
leaf_weight=32 24 28 21 38 28
leaf_count=32 24 28 21 38 28
internal_value=0.00403509 0.0116667 -9.00925e-05 0.00264368 -0.00387755
internal_weight=171 60 111 87 49
internal_count=171 60 111 87 49
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=6
num_cat=0
split_feature=12 14 6 11 2
split_gain=0.494152 0.572439 0.489517 1.01786 0.252632
threshold=-0.40603097367344954 3005694571.4937577 297919121.62000006 0.13002882225204507 314.85661123258717
decision_type=2 2 2 2 2
left_child=4 -2 3 -3 -1
right_child=1 2 -4 -5 -6
leaf_value=-195243824.93794611 15802477.422839874 15766714.834094204 -76246243.459893972 -116891324.09970361 8679303.95529164
leaf_weight=27 21 35 35 23 30
leaf_count=27 21 35 35 23 30
internal_value=0.00461988 0.00842105 0.00505376 0.0106897 -0.00298246
internal_weight=171 114 93 58 57
internal_count=171 114 93 58 57
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=7
num_cat=0
split_feature=8 8 2 11 5 0
split_gain=0.37239 0.532119 0.602949 0.782609 0.429792 0.03
threshold=690053949.32000005 440909322.99285716 116.40335511334659 -0.019119580455521864 22799979229.425007 27121901906.175003
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6
right_child=-2 -3 4 -5 5 -7
leaf_value=10089931.167419072 -96159087.31522043 268291700.33210564 9557182.1366916392 -48202132.032002546 -234817520.28104755 -22506739.987113569
leaf_weight=23 30 24 21 23 30 20
leaf_count=23 30 24 21 23 30 20
internal_value=0.00345029 0.00560283 0.00282051 0.0117391 -0.00295775 -0.008
internal_weight=171 141 117 46 71 50
internal_count=171 141 117 46 71 50
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=7
num_cat=0
split_feature=11 11 1 5 5 4
split_gain=0.559369 0.826152 0.728139 0.630026 0.922266 0.0307692
threshold=-0.17811361943008489 -0.012928288935180996 175699962.71000004 23938681337.570004 21291399879.470005 311674602.67000002
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5
right_child=1 3 -4 5 -6 -7
leaf_value=-22823264.038011335 18479018.700661559 -72649119.794682726 37175688.066862606 -64333226.815811135 13266515.13548292 -134354159.9204326
leaf_weight=33 22 23 20 32 21 20
leaf_count=33 22 23 20 32 21 20
internal_value=0.0016959 0.00449275 0.0161905 -0.000625002 0.00818182 -0.00807693
internal_weight=171 138 42 96 44 52
internal_count=171 138 42 96 44 52
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=6
num_cat=0
split_feature=5 8 3 9 0
split_gain=0.729942 0.887596 0.452174 0.148485 0.0348485
threshold=24356327955.920002 241894132.89714289 24435095018.915005 25672795093.076336 29951953031.210003
decision_type=2 2 2 2 2
left_child=1 -1 -3 -2 -5
right_child=3 2 -4 4 -6
leaf_value=11048637.203396214 -4747958.7733738003 -78847959.601948857 61921623.398543313 -38049972.980433658 -130922933.87225986
leaf_weight=29 30 26 20 46 20
leaf_count=29 30 26 20 46 20
internal_value=-5.84819e-05 0.00733333 -0.00130435 -0.00583334 -0.00848485
internal_weight=171 75 46 96 66
internal_count=171 75 46 96 66
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=7
num_cat=0
split_feature=10 7 4 5 1 0
split_gain=0.375654 0.477651 0.625136 0.420584 0.112045 0.0261905
threshold=555186645.04522336 25489518921.925716 99247801.765000015 25055629861.070004 333036679.26500005 27121901906.175003
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -5
right_child=4 3 -4 5 -6 -7
leaf_value=41814292.4426395 -11788760.935257204 49229048.984364226 663693.0756016185 -280146747.51498812 -6504346.0245694164 -15739423.28874409
leaf_weight=20 30 20 38 22 21 20
leaf_count=20 30 20 38 22 21 20
internal_value=0.00111111 0.00416666 0.0106897 -0.00193549 -0.00607843 -0.00761905
internal_weight=171 120 58 62 51 42
internal_count=171 120 58 62 51 42
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=5
num_cat=0
split_feature=5 14 14 4
split_gain=0.423559 1.05685 0.512121 0.154545
threshold=23224254341.910004 4136820658.4888349 3230859743.6038594 51324680.890000008
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=-19132378.330988135 19168495.326234218 17594070.082946487 4247092.0968579054 -35162418.382970214
leaf_weight=32 20 31 20 68
leaf_count=32 20 31 20 68
internal_value=-0.000643277 0.00587301 -0.00444445 -0.00772728
internal_weight=171 63 108 88
internal_count=171 63 108 88
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=6
num_cat=0
split_feature=5 14 5 12 3
split_gain=0.407135 0.62285 0.313514 0.332411 0.106667
threshold=25796135704.695004 6126795431.769043 21291399879.470005 0.070928552754057642 29348849922.680004
decision_type=2 2 2 2 2
left_child=1 2 -1 -4 -2
right_child=4 -3 3 -5 -6
leaf_value=-24590102.737981174 -9072750.2568195555 359892411.86414349 7339878.8796878643 -12123407.401832538 -6344546.2098712977
leaf_weight=29 50 22 23 22 25
leaf_count=29 50 22 23 22 25
internal_value=-0.00181287 0.0025 -0.00189189 0.00333333 -0.00733334
internal_weight=171 96 74 45 75
internal_count=171 96 74 45 75
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=6
num_cat=0
split_feature=5 7 0 13 0
split_gain=0.282373 0.374308 0.15209 0.306013 0.0309618
threshold=19681551001.950001 22684931391.252148 25999941834.230003 0.55194523899659276 21291399879.470005
decision_type=2 2 2 2 2
left_child=-1 -2 4 -4 -3
right_child=1 2 3 -5 -6
leaf_value=1861035.2329551224 7832819.9017059868 -19632046.236433093 37149077.537283488 -25262734.570207573 -22303756.761227809
leaf_weight=21 21 22 23 37 47
leaf_count=21 21 22 23 37 47
internal_value=-0.00181287 -0.00333334 -0.00534884 -0.00166667 -0.00855073
internal_weight=171 150 129 60 69
internal_count=171 150 129 60 69
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=6
num_cat=0
split_feature=8 10 9 9 11
split_gain=0.404144 0.483445 0.467825 0.915719 0.114833
threshold=677306652.18285728 290430962.34350008 25131057366.417789 26115605046.303005 -0.067244879133003796
decision_type=2 2 2 2 2
left_child=1 4 -3 -4 -1
right_child=-2 2 3 -5 -6
leaf_value=-19509662.355975565 -69155356.68567802 -8043633.5147350319 15441214.667128379 -12940990.790502787 -7931290.6614516946
leaf_weight=24 33 35 20 26 33
leaf_count=24 33 35 20 26 33
internal_value=-5.84819e-05 0.00231884 0.00728395 0.013913 -0.00473684
internal_weight=171 138 81 46 57
internal_count=171 138 81 46 57
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=6
num_cat=0
split_feature=3 6 4 3 14
split_gain=0.356583 0.456876 0.34849 0.981818 0.139843
threshold=28301654376.735004 233970453.42500004 99247801.765000015 23136168699.130005 2862709172.586905
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -4
right_child=1 -3 4 -5 -6
leaf_value=33233315.076364662 -12255047.563117459 309099412.63003939 -15133006.912127379 -16037204.042482615 -70446446.4228964
leaf_weight=20 26 22 21 24 58
leaf_count=20 26 22 21 24 58
internal_value=-0.000643277 0.00666666 -0.00349594 0.00363636 -0.00746836
internal_weight=171 48 123 44 79
internal_count=171 48 123 44 79
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=5
num_cat=0
split_feature=6 14 5 0
split_gain=0.372971 0.396531 0.363025 0.150617
threshold=69035868.910000011 3749022131.3471971 24640700850.710003 35923979431.935005
decision_type=2 2 2 2
left_child=-1 2 -2 -3
right_child=1 3 -4 -5
leaf_value=6109760.9384802794 -13322220.119888388 -21576919.110311255 42402006.251487285 7083769.9602817539
leaf_weight=39 30 61 21 20
leaf_count=39 30 61 21 20
internal_value=-0.000643277 -0.00318182 0.00372549 -0.00753087
internal_weight=171 132 51 81
internal_count=171 132 51 81
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=4
num_cat=0
split_feature=6 7 6
split_gain=0.481424 0.221645 0.408867
threshold=69035868.910000011 22609725953.318577 581328110.5150001
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=5498784.8446323182 2596928.3670149953 -19502197.781443786 92126319.463938475
leaf_weight=39 20 83 29
leaf_count=39 20 83 29
internal_value=-0.00181287 -0.00469697 -0.00642857
internal_weight=171 132 112
internal_count=171 132 112
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=6
num_cat=0
split_feature=6 2 2 1 0
split_gain=0.372971 0.222112 0.409179 0.142029 0.1
threshold=69035868.910000011 142.78345742741141 75.508260798885928 38278671.960000008 24640700850.710003
decision_type=2 2 2 2 2
left_child=-1 2 4 -3 -2
right_child=1 3 -4 -5 -6
leaf_value=4948906.360169122 -481081.96330219583 -512662.75669177249 23509541.557125382 -25762750.735424832 -47221109.030109771
leaf_weight=39 20 20 23 49 20
leaf_count=39 20 20 23 49 20
internal_value=-0.000643277 -0.00318182 0.00111111 -0.00710145 -0.005
internal_weight=171 132 63 69 40
internal_count=171 132 63 69 40
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=4
num_cat=0
split_feature=6 7 6
split_gain=0.481424 0.221645 0.408867
threshold=69035868.910000011 22609725953.318577 581328110.5150001
decision_type=2 2 2
left_child=-1 -2 -3
right_child=1 2 -4
leaf_value=4454015.7241522763 2385659.5331469616 -15961158.408500591 80562733.361832008
leaf_weight=39 20 83 29
leaf_count=39 20 83 29
internal_value=-0.00181287 -0.00469697 -0.00642857
internal_weight=171 132 112
internal_count=171 132 112
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=6
num_cat=0
split_feature=1 3 14 1 3
split_gain=0.350683 0.458009 0.408169 0.210989 0.165584
threshold=417617498.20000005 25352894314.835003 3005694571.4937577 43029976.620000005 23576087122.705006
decision_type=2 2 2 2 2
left_child=2 -2 -1 -4 -5
right_child=1 -3 3 4 -6
leaf_value=5450456.7904772134 -39147528.047146484 1923135.6026757036 12396634.091491653 -13682948.194873992 -27502925.029053982
leaf_weight=25 22 20 20 33 51
leaf_count=25 22 20 20 33 51
internal_value=0.00111111 0.00904762 -0.00147287 -0.00423077 -0.00642857
internal_weight=171 42 129 104 84
internal_count=171 42 129 104 84
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=7
num_cat=0
split_feature=12 6 14 1 0 4
split_gain=0.421053 0.54394 0.517197 0.344609 0.129825 0.0295918
threshold=-0.40603097367344954 66090487.675000004 3005694571.4937577 427120227.26500005 26752929850.385006 88082213.770000026
decision_type=2 2 2 2 2 2
left_child=4 -2 -3 5 -1 -4
right_child=1 2 3 -5 -6 -7
leaf_value=-30099365.129797317 7846951.0008927584 6183366.7908231281 -23615759.458350576 1451549.4991994584 -14044615.648119137 -20799278.626461077
leaf_weight=37 21 20 29 24 20 20
leaf_count=37 21 20 29 24 20 20
internal_value=0.000526313 0.00403509 0.000752686 -0.00315069 -0.00649123 -0.00795919
internal_weight=171 114 93 73 57 49
internal_count=171 114 93 73 57 49
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=6
num_cat=0
split_feature=4 7 4 12 0
split_gain=0.482132 0.816667 0.527464 0.321111 0.0348485
threshold=99247801.765000015 25636957653.337505 398681789.11500007 -0.49346472828347754 28301654376.735004
decision_type=2 2 2 2 2
left_child=1 -1 4 -4 -2
right_child=2 -3 3 -5 -6
leaf_value=4271617.2347227689 -80631485.659016043 -20372714.671735525 -14866089.092892466 8093885.1096661286 -49356833.525872052
leaf_weight=30 46 30 25 20 20
leaf_count=30 46 30 25 20 20
internal_value=0.00111111 0.00833333 -0.0027928 0.00555555 -0.00848485
internal_weight=171 60 111 45 66
internal_count=171 60 111 45 66
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=6
num_cat=0
split_feature=4 9 4 9 12
split_gain=0.348506 0.707011 0.35096 0.560836 0.407732
threshold=99247801.765000015 25916562117.437679 272719899.14000005 25131057366.417789 -0.62437556167085573
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=3803537.9039015453 -96718455.465160891 -276645.97515829018 -40749697.88036418 -13353952.732967328 16569189.475188181
leaf_weight=23 42 37 26 22 21
leaf_count=23 42 37 26 22 21
internal_value=0.000526313 0.00666666 -0.0027928 0.0015942 0.00860465
internal_weight=171 60 111 69 43
internal_count=171 60 111 69 43
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=6
num_cat=0
split_feature=6 3 4 7 3
split_gain=0.48627 0.990783 0.268116 0.237044 0.104762
threshold=297919121.62000006 23136168699.130005 272719899.14000005 25489518921.925716 33399248727.790005
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -5
right_child=2 3 -4 4 -6
leaf_value=6284210.0903787538 -51308874.888073415 545559.79593143321 12211513.328763591 -26108270.496417627 -3649234.3251064452
leaf_weight=37 37 23 32 22 20
leaf_count=37 37 23 32 22 20
internal_value=0.0022807 0.00666666 -0.0042029 -0.000769233 -0.0052381
internal_weight=171 102 69 65 42
internal_count=171 102 69 65 42
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=5
num_cat=0
split_feature=6 7 4 3
split_gain=0.533113 0.755046 0.567918 0.351967
threshold=297919121.62000006 26468573309.254292 99247801.765000015 25574492347.930004
decision_type=2 2 2 2
left_child=1 2 -1 -2
right_child=3 -3 -4 -5
leaf_value=2950866.0233713752 -46843884.439915568 -10143905.438662378 3863641.6992350179 10139089.371917814
leaf_weight=24 34 39 39 35
leaf_count=24 34 39 39 35
internal_value=0.00403509 0.00862745 0.0153968 -0.00275363
internal_weight=171 102 63 69
internal_count=171 102 63 69
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=6
num_cat=0
split_feature=8 14 1 14 3
split_gain=0.739766 0.600836 0.38006 0.27317 0.474191
threshold=677306652.18285728 2862709172.586905 417617498.20000005 4136820658.4888349 23938681337.570004
decision_type=2 2 2 2 2
left_child=1 -1 3 -3 -5
right_child=-2 2 -4 4 -6
leaf_value=3669571.672419406 -49277284.461573482 -242368038.72867629 3542206.955761617 6827554.7997898832 -8378901.6167384777
leaf_weight=22 33 31 24 23 38
leaf_count=22 33 31 24 23 38
internal_value=0.00345029 0.00666666 0.0037931 0.000869563 0.0047541
internal_weight=171 138 116 92 61
internal_count=171 138 116 92 61
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=7
num_cat=0
split_feature=11 11 6 3 2 2
split_gain=0.495215 1.23214 0.971645 0.347222 0.262534 0.237863
threshold=-0.17811361943008489 -0.012928288935180996 307657188.00000006 20654029469.520004 177.56247147047324 65.316251451157314
decision_type=2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5
right_child=1 3 -4 4 -6 -7
leaf_value=-9573145.7335386183 5763873.6110451184 2989987.2418216597 33760773.426949218 -41702385.791434735 -54938333.565626539 42585717.520015813
leaf_weight=33 22 24 20 21 31 20
leaf_count=33 22 24 20 21 31 20
internal_value=0.00403509 0.00666666 0.0209524 0.000416664 -0.00305556 0.00219512
internal_weight=171 138 42 96 72 41
internal_count=171 138 42 96 72 41
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=6
num_cat=0
split_feature=4 7 8 9 2
split_gain=0.799147 1.12247 0.235463 0.42051 0.544425
threshold=99247801.765000015 26568778010.31929 677306652.18285728 25131057366.417789 150.93000364210857
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=5286475.0446530888 -47976216.977264106 -54142468.43960768 -138828545.38705537 37582515.118956089 -3137372.0484348494
leaf_weight=34 35 26 23 20 33
leaf_count=34 35 26 23 20 33
internal_value=0.00403509 0.0133333 -0.000990993 0.00136363 0.00698113
internal_weight=171 60 111 88 53
internal_count=171 60 111 88 53
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=6
num_cat=0
split_feature=4 9 5 2 14
split_gain=0.624 1.1375 0.370987 0.544448 0.317647
threshold=99247801.765000015 25916562117.437679 22799979229.425007 131.53979138483857 3464555780.1030774
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=4764176.2699259175 -37079875.450546846 -4304.9464956940155 1273817.9964480577 8116989.4625689536 -125363904.15813172
leaf_weight=23 21 37 20 22 48
leaf_count=23 21 37 20 22 48
internal_value=0.00345029 0.0116667 -0.000990993 0.00627907 -0.00558824
internal_weight=171 60 111 43 68
internal_count=171 60 111 43 68
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=7
num_cat=0
split_feature=6 6 11 12 3 2
split_gain=0.405984 1.11784 0.536131 0.61179 0.359894 0.108844
threshold=297919121.62000006 166650204.57000002 -0.17811361943008489 -0.11183134443914587 28196653220.800007 103.86138379766818
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2
right_child=4 -3 3 -5 -6 -7
leaf_value=-19346127.853047442 -36987586.248570971 9961140.009295281 -50458312.783122405 10093024.516402358 300151884.91547585 -15384141.738116048
leaf_weight=23 28 24 21 34 20 21
leaf_count=23 28 24 21 34 20 21
internal_value=0.00461988 0.00862745 0.00282051 0.00818182 -0.00130435 -0.00591837
internal_weight=171 102 78 55 69 49
internal_count=171 102 78 55 69 49
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=7
num_cat=0
split_feature=14 12 9 13 0 0
split_gain=0.333269 0.558922 0.423981 0.373965 0.385284 0.0291667
threshold=6050484307.5868521 0.11819795042709726 25767239423.875671 0.37734039239676748 22799979229.425007 24152192000.360004
decision_type=2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4
right_child=1 -3 5 -5 -6 -7
leaf_value=638500.78616040666 -138608727.70709309 45932222.720513523 -522643.50098538626 -29465754.58149571 10261339.54553983 -11119052.59901675
leaf_weight=26 25 28 20 24 20 28
leaf_count=26 25 28 20 24 20 28
internal_value=0.0022807 0.00886792 -0.000677968 0.00428571 0.00956522 -0.00791667
internal_weight=171 53 118 70 46 48
internal_count=171 53 118 70 46 48
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=6
num_cat=0
split_feature=4 7 10 8 9
split_gain=0.470492 0.695023 0.303918 0.461847 0.912519
threshold=99247801.765000015 26568778010.31929 258595431.12883338 677306652.18285728 25131057366.417789
decision_type=2 2 2 2 2
left_child=1 -1 -2 4 -4
right_child=2 -3 3 -5 -6
leaf_value=2654440.1966848867 -11586956.458779404 -62449202.176205911 -26519184.554764636 -117729647.67773154 143810466.63782671
leaf_weight=34 28 26 34 23 26
leaf_count=34 28 26 34 23 26
internal_value=0.00286549 0.01 -0.000990993 0.00204819 0.00666666
internal_weight=171 60 111 83 60
internal_count=171 60 111 83 60
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=6
num_cat=0
split_feature=4 7 11 0 14
split_gain=0.73033 0.695023 0.225458 0.237863 0.142857
threshold=99247801.765000015 26568778010.31929 -0.039500195603113568 22393900274.585003 6126795431.769043
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=2388996.1770163076 -6431719.5004388569 -56204281.958585441 -16593127.925708685 35883732.062597848 -102234131.39958428
leaf_weight=34 21 26 50 20 20
leaf_count=34 21 26 50 20 20
internal_value=0.00111111 0.01 -0.0036937 0.00219512 -0.00714286
internal_weight=171 60 111 41 70
internal_count=171 60 111 41 70
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=6
num_cat=0
split_feature=4 7 5 6 3
split_gain=0.829587 0.695023 0.271777 0.262083 0.0352941
threshold=99247801.765000015 26568778010.31929 22799979229.425007 200325418.08000001 29348849922.680004
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=2150096.5593145862 -6279445.7226992194 -50583853.762727059 -14054176.714595143 40273362.378396608 -11413079.965272069
leaf_weight=34 23 26 48 20 20
leaf_count=34 23 26 48 20 20
internal_value=0.000526313 0.01 -0.0045946 0.0016279 -0.00852941
internal_weight=171 60 111 43 68
internal_count=171 60 111 43 68
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=6
num_cat=0
split_feature=4 7 5 6 3
split_gain=0.829587 0.695023 0.271777 0.262083 0.0352941
threshold=99247801.765000015 26568778010.31929 22799979229.425007 200325418.08000001 29348849922.680004
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=1935086.9033831134 -5651501.1504290169 -45525468.386454478 -12648759.043135565 36246026.140557051 -10271771.968744971
leaf_weight=34 23 26 48 20 20
leaf_count=34 23 26 48 20 20
internal_value=0.000526313 0.01 -0.0045946 0.0016279 -0.00852941
internal_weight=171 60 111 43 68
internal_count=171 60 111 43 68
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=6
num_cat=0
split_feature=4 9 9 3 9
split_gain=0.650932 0.833333 0.4 0.226309 0.139843
threshold=99247801.765000015 25672795093.076336 28155425470.819172 28301654376.735004 27708349607.910839
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=1448785.2787583778 -69032057.729169503 -35160066.839564145 39951127.351019971 7960745.8049211269 -950161.93164041999
leaf_weight=20 58 20 20 32 21
leaf_count=20 58 20 20 32 21
internal_value=-5.84819e-05 0.00833333 -2.38419e-09 -0.0045946 -0.00746836
internal_weight=171 60 40 111 79
internal_count=171 60 40 111 79
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=7
num_cat=0
split_feature=7 6 6 3 9 1
split_gain=0.354133 0.783372 0.833333 0.43429 0.4 0.0303922
threshold=26045888445.46143 297919121.62000006 128028106.83000001 38952747682.985008 25567815859.884274 214000092.30000004
decision_type=2 2 2 2 2 2
left_child=1 2 4 5 -1 -2
right_child=3 -3 -4 -5 -6 -7
leaf_value=-8708164.9419220705 -117149756.94454733 -22215210.997726217 5591687.4234292321 138844801.77897069 3340670.4073652606 -5305633.5877705142
leaf_weight=20 31 39 20 21 20 20
leaf_count=20 31 39 20 21 20 20
internal_value=0.0022807 0.00616161 0.0133333 -0.00305556 0.005 -0.00803922
internal_weight=171 99 60 72 40 51
internal_count=171 99 60 72 40 51
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=6
num_cat=0
split_feature=4 9 5 14 4
split_gain=0.470492 0.815041 0.370987 0.475682 0.20098
threshold=99247801.765000015 25916562117.437679 22799979229.425007 4136820658.4888349 398681789.11500007
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=1645748.2753541821 -31273909.343989041 -2561659.2526465026 -102017166.87989742 10523259.320171516 853751.89735376427
leaf_weight=23 20 37 41 23 27
leaf_count=23 20 37 41 23 27
internal_value=0.00286549 0.01 -0.000990993 0.00627907 -0.00558824
internal_weight=171 60 111 43 68
internal_count=171 60 111 43 68
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=6
num_cat=0
split_feature=8 6 13 12 12
split_gain=0.463469 0.524784 0.831797 0.414064 0.667063
threshold=690053949.32000005 200325418.08000001 0.16831963119499316 -0.087772829679710937 1.8651664338369769
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=-15343351.367678929 -39828883.078680672 9845254.1405288205 3515281.1430254192 9320807.4045463949 -8784360.4872660097
leaf_weight=33 30 31 32 24 21
leaf_count=33 30 31 32 24 21
internal_value=0.00461988 0.00702127 0.0138095 0.00153846 0.00777778
internal_weight=171 141 63 78 45
internal_count=171 141 63 78 45
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=6
num_cat=0
split_feature=13 11 0 9 14
split_gain=0.396523 1.09714 0.32444 0.343553 0.452174
threshold=-0.4870118081832483 -0.17811361943008489 25999941834.230003 25767239423.875671 7055654213.5612478
decision_type=2 2 2 2 2
left_child=1 -1 -2 -4 -5
right_child=2 -3 3 4 -6
leaf_value=-40782652.612030856 -26287164.938825488 8090032.5118813757 5768679.5033288747 -9836418.3903906178 136229492.7380766
leaf_weight=25 39 35 26 26 20
leaf_count=25 39 35 26 26 20
internal_value=0.00345029 0.01 -9.00925e-05 0.00388889 -0.00130435
internal_weight=171 60 111 72 46
internal_count=171 60 111 72 46
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=6
num_cat=0
split_feature=7 5 8 14 0
split_gain=0.365243 0.508547 0.414763 0.214405 0.025
threshold=26168214774.950718 24640700850.710003 327329525.77928573 7849713933.8489294 27913693240.480003
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=6157423.1128846509 -70394463.141368315 2736414.0800103713 -30510096.3277926 28556315.554712296 -30383880.331189871
leaf_weight=31 20 39 32 29 20
leaf_count=31 20 39 32 29 20
internal_value=0.00286549 0.00666666 0.00111111 -0.00275363 -0.0075
internal_weight=171 102 63 69 40
internal_count=171 102 63 69 40
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=6
num_cat=0
split_feature=8 8 5 13 5
split_gain=0.37239 0.543243 0.449346 0.916667 0.204545
threshold=690053949.32000005 392349343.50285721 26232830288.085003 0.45203642796864901 22799979229.425007
decision_type=2 2 2 2 2
left_child=1 2 3 4 -1
right_child=-2 -3 -4 -5 -6
leaf_value=5741884.496453613 -33062656.308751419 6705148.4972095154 -79004067.598650828 -33775059.887948386 2111723.9747224511
leaf_weight=22 30 39 36 22 22
leaf_count=22 30 39 36 22 22
internal_value=0.00345029 0.00560283 0.0017647 0.00666666 0.015
internal_weight=171 141 102 66 44
internal_count=171 141 102 66 44
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=6
num_cat=0
split_feature=8 6 13 5 11
split_gain=0.495215 0.393746 0.672043 0.55637 0.109091
threshold=677306652.18285728 200325418.08000001 0.16831963119499316 23938681337.570004 -0.019119580455521864
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -5
right_child=-2 2 -4 4 -6
leaf_value=4537099.258024551 -23643121.214474551 6722637.8065106487 2169375.6855338081 395232.41183550959 -94675942.415966243
leaf_weight=32 33 30 32 20 24
leaf_count=32 33 30 32 20 24
internal_value=0.00403509 0.00666666 0.0125806 0.0018421 -0.00545455
internal_weight=171 138 62 76 44
internal_count=171 138 62 76 44
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=6
num_cat=0
split_feature=8 14 8 6 12
split_gain=0.564502 0.46656 0.596821 0.528169 0.660934
threshold=690053949.32000005 2862709172.586905 440909322.99285716 297919121.62000006 1.0000000180025095e-35
decision_type=2 2 2 2 2
left_child=1 -1 3 4 -3
right_child=-2 2 -4 -5 -6
leaf_value=5961789.7496698983 -27392078.556429029 -19906730.962146621 182958960.3271625 -167427927.91217291 7618813.1708393442
leaf_weight=22 30 32 23 25 39
leaf_count=22 30 32 23 25 39
internal_value=0.00578947 0.00843971 0.00596638 0.0025 0.00690141
internal_weight=171 141 119 96 71
internal_count=171 141 119 96 71
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=6
num_cat=0
split_feature=7 8 13 5 11
split_gain=0.51727 1.22992 0.851583 0.37111 0.176016
threshold=25489518921.925716 404071544.68500006 -0.39829390802383158 23938681337.570004 -0.030774267500172755
decision_type=2 2 2 2 2
left_child=1 2 -1 -2 -5
right_child=3 -3 -4 4 -6
leaf_value=7132369.7071303343 23853467.777636912 -16792946.677707683 3087779.5388205661 -49250.508282962284 -52824606.43324244
leaf_weight=27 20 31 26 29 38
leaf_count=27 20 31 26 29 38
internal_value=0.00345029 0.00904762 0.0183019 -0.00195403 -0.00552239
internal_weight=171 84 53 87 67
internal_count=171 84 53 87 67
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=7
num_cat=0
split_feature=11 9 11 5 5 6
split_gain=0.680007 0.793988 0.622294 0.40744 0.4 0.0321429
threshold=-0.012928288935180996 25916562117.437679 -0.1545024979142455 23224254341.910004 20991617932.610004 357587842.7100001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=7096329.6465440067 -42972590.343211114 -83670918.899476349 5125890.6422014497 -18167920.752096277 7484056.1996320998 -9606139.7933331933
leaf_weight=31 20 23 21 36 20 20
leaf_count=31 20 23 21 36 20 20
internal_value=0.00286549 0.01 0.00136363 -0.00270834 0.005 -0.00821429
internal_weight=171 75 44 96 40 56
internal_count=171 75 44 96 40 56
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=6
num_cat=0
split_feature=11 5 11 5 2
split_gain=0.602113 0.509394 0.875758 0.484119 0.39982
threshold=-0.012928288935180996 22799979229.425007 -0.12900999871946381 25796135704.695004 70.935039297810761
decision_type=2 2 2 2 2
left_child=1 -1 -3 4 -2
right_child=3 2 -4 -5 -6
leaf_value=2702823.347710974 -18625397.59539957 -7440432.1022787215 103596112.46184359 -15935966.371952772 3595420.1255071657
leaf_weight=20 23 33 22 35 38
leaf_count=20 23 33 22 35 38
internal_value=0.00461988 0.0113333 0.00636363 -0.000625002 0.0047541
internal_weight=171 75 55 96 61
internal_count=171 75 55 96 61
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=6
num_cat=0
split_feature=11 6 10 10 0
split_gain=0.454936 0.877774 0.398724 0.250753 0.124822
threshold=-0.10748693565256921 88951852.520000026 303572120.6746667 229694702.618 26752929850.385006
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -4
right_child=2 -3 4 -5 -6
leaf_value=-110810545.02113457 -5831850.237541303 3407689.7445076182 -10453322.549599839 204579996.69294381 -5250441.2012890512
leaf_weight=22 23 29 39 21 37
leaf_count=22 23 29 39 21 37
internal_value=0.0016959 0.00960784 -0.00166667 0.00590909 -0.00605263
internal_weight=171 51 120 44 76
internal_count=171 51 120 44 76
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=6
num_cat=0
split_feature=1 3 7 6 9
split_gain=0.422406 0.477754 0.503113 0.143246 0.0685805
threshold=34886977.030000009 27460334882.830006 28639117904.184288 69035868.910000011 25245251627.85667
decision_type=2 2 2 2 2
left_child=-1 3 -3 -2 -5
right_child=1 2 -4 4 -6
leaf_value=1993522.2342233066 -1452342.2943821598 12145821.844435256 -53691998.928613141 -7822402.8846689202 -13980036.681284873
leaf_weight=21 27 27 20 33 43
leaf_count=21 27 27 20 33 43
internal_value=0.000526313 -0.00133334 0.00702127 -0.00514563 -0.00736842
internal_weight=171 150 47 103 76
internal_count=171 150 47 103 76
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
Column_0=68
Column_4=55
Column_6=54
Column_5=51
Column_14=44
Column_3=41
Column_7=37
Column_9=36
Column_11=30
Column_8=28
Column_1=27
Column_2=24
Column_12=21
Column_10=17
Column_13=10

parameters:
[boosting: gbdt]
[objective: quantile]
[metric: quantile]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 2000]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 0]
[seed: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[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]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[early_stopping_min_delta: 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]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 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]
[parser_config_file: ]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null