tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=12
objective=regression
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
feature_infos=[0.0063200000000000001:88.976200000000006] [0:100] [0.46000000000000002:27.739999999999998] [0:1] [0.38500000000000001:0.871] [3.5609999999999999:8.7799999999999994] [2.8999999999999999:100] [1.1295999999999999:12.1265] [1:24] [187:711] [12.6:22] [0.32000000000000001:396.89999999999998] [1.73:37.969999999999999]
tree_sizes=1685 1743 1671 1592 1666 1762 1845 1586 1762 1768 1769 1852 1772 1771 1857 1703 1777 1705 1778 1695 1704 1624 1797 1860 1706 1790 1707 1794 1798 1708 1811 1637 1802 1793 1721 1706 1804 1783 1787 1711 1790 1633 1886 1790 1713 1704 1810 1641 1897 1806 1884 1803 1886 1908 1724 1718 1722 1800 1641 1778 1899 1720 1879 1724 1793 1801 1881 1885 1891 1716 1709 1807 1857 1980 1806 1797 1914 1637 1802 1730 1888 1726 1719 1820 1983 1867 1988 1895 1902 1711 1798 1734 1730 1732 1724 1889 1891 1733 1818 1820

Tree=0
num_leaves=20
num_cat=0
split_feature=5 12 5 12 0 12 12 7 4 12 12 0 4 5 11 7 10 6 6
split_gain=19263.8 6914.2 3728.01 1309.37 1246.89 623.03 534.171 331.286 256.759 200.099 173.652 142.316 123.703 110.684 71.5869 49.4243 45.7211 29.5377 19.6028
threshold=6.8375000000000012 14.365 7.4370000000000003 5.4400000000000004 7.0365050000000009 9.7250000000000032 5.4400000000000004 4.4583000000000004 0.53500000000000014 19.605000000000004 18.825000000000006 0.099245000000000014 0.68600000000000005 6.1445000000000007 378.08500000000004 4.4455500000000017 17.950000000000003 69.300000000000011 37.250000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 8 7 -2 11 -3 -6 14 -5 -11 -9 -10 16 -7 -18 -15
right_child=2 4 -4 5 9 15 -8 13 10 12 -12 -13 -14 18 -16 -17 17 -19 -20
leaf_value=23.266448794437903 23.758325779368285 22.281609057501385 24.78919237578889 22.70652574119449 21.696047467016893 22.509980260047755 23.141400726673307 22.373275716081068 21.866343897793133 21.514525722043789 21.683692389577431 23.071264855911139 21.195081284824148 22.7145257342729 22.099222696039519 22.230636853161592 22.431264869746542 22.28768361953378 22.576192387789291
leaf_weight=26 25 24 30 20 23 22 32 24 22 22 24 23 27 20 33 27 23 38 21
leaf_count=26 25 24 30 20 23 22 32 24 22 22 24 23 27 20 33 27 23 38 21
internal_value=22.5328 22.2516 23.8869 22.5957 21.772 22.5157 23.412 22.6863 21.9952 21.4527 21.9081 22.9016 21.3385 22.5438 22.0061 22.3482 22.3864 22.3418 22.6437
internal_weight=0 419 87 244 175 218 57 108 103 72 79 43 49 65 55 110 83 61 41
internal_count=506 419 87 244 175 218 57 108 103 72 79 43 49 65 55 110 83 61 41
is_linear=0
shrinkage=1


Tree=1
num_leaves=20
num_cat=0
split_feature=5 12 5 12 0 12 12 7 6 4 0 8 10 5 12 7 6 4 12
split_gain=15603.7 5600.5 3019.69 1075.98 1009.98 553.404 432.678 258.946 231.215 178.81 179.439 124.262 118.138 108.446 63.4375 40.0337 39.3126 44.3224 19.1221
threshold=6.8375000000000012 14.365 7.4370000000000003 5.0600000000000014 7.0365050000000009 9.7250000000000032 5.4400000000000004 4.4583000000000004 85.450000000000017 0.67500000000000016 13.441000000000001 4.5000000000000009 19.650000000000002 6.1445000000000007 17.295000000000005 4.4455500000000017 69.300000000000011 0.60100000000000009 6.7400000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 8 7 -2 11 -3 -6 -11 -5 -10 -9 -14 16 -7 -18 -15
right_child=2 4 -4 5 9 15 -8 13 12 10 -12 -13 14 18 -16 -17 17 -19 -20
leaf_value=0.75935509324073802 1.102967498779297 -0.21205468690022827 2.0307474319140115 0.16245509584744772 -0.73450098308649936 -0.040296507403254515 0.54773494461551309 -0.14357758300999801 -0.41826353855431081 -0.90868990336145683 -1.2903294129805132 0.49890599665434465 -0.53809849194117954 0.18899372901235309 -0.77178078798147354 -0.27195255946781904 -0.26996043494769506 -0.086771037101745607 0.059554085701704035
leaf_weight=20 25 24 30 21 22 30 32 24 32 28 22 23 21 21 26 27 28 25 25
leaf_count=20 25 24 30 21 22 30 32 24 32 28 22 23 21 21 26 27 28 25 25
internal_value=0 -0.253041 1.21867 0.0565802 -0.684741 -0.00616754 0.791258 0.14823 -0.483885 -0.972078 -1.07661 0.338327 -0.566466 0.0287408 -0.66737 -0.16618 -0.131772 -0.18355 0.118646
internal_weight=0 419 87 244 175 224 57 114 103 72 50 44 79 70 47 110 83 53 46
internal_count=506 419 87 244 175 224 57 114 103 72 50 44 79 70 47 110 83 53 46
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=19
num_cat=0
split_feature=5 12 5 12 0 8 5 12 7 0 12 5 4 9 8 9 12 5
split_gain=12639 4542.98 2445.95 945.875 737.717 521.736 397.061 350.469 156.208 157.796 139.926 129.289 86.8082 77.6482 51.2397 50.9454 27.7083 10.0455
threshold=6.8375000000000012 14.895000000000001 7.4370000000000003 9.5350000000000019 5.776155000000001 6.5000000000000009 6.5475000000000012 5.4400000000000004 2.0037000000000007 0.69885500000000012 19.605000000000004 6.1215000000000011 0.68600000000000005 278.00000000000006 4.5000000000000009 298.00000000000006 13.345000000000001 5.9785000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 8 6 11 -2 -3 -10 -6 -1 -12 -5 -15 -13 17 -16
right_child=2 4 -4 13 10 -7 -8 -9 9 -11 12 15 -14 14 16 -17 -18 -19
leaf_value=-0.18352837941298883 0.9926707515716553 -0.64610834396802463 1.8276726214090981 -0.005131227605872684 -0.68425680169692404 0.66869606009938509 0.43356787246922335 0.49296144358813765 -0.21254973740262142 -0.54745162179072693 -0.82750684178393819 0.18125142088780802 -1.091881381140815 -0.30836039617143829 -0.17134616002440453 -0.024793510511517527 -0.2498373275711423 -0.082504070912088667
leaf_weight=24 25 26 30 27 26 22 31 32 34 24 23 30 27 29 20 20 21 35
leaf_count=24 25 26 30 27 26 22 31 32 34 24 23 30 27 29 20 20 21 35
internal_value=0 -0.227737 1.0968 0.0310686 -0.646678 0.225897 0.13312 0.712132 -0.442433 -0.35113 -0.872423 0.00725664 -0.970269 -0.15638 -0.195272 0.0988334 -0.15212 -0.11481
internal_weight=0 419 87 259 160 127 105 57 84 58 76 74 50 132 105 50 76 55
internal_count=506 419 87 259 160 127 105 57 84 58 76 74 50 132 105 50 76 55
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=18
num_cat=0
split_feature=5 12 5 12 4 0 12 7 12 0 11 12 10 2 6 0 6
split_gain=10310.6 4195.9 1374.55 1125 723.029 365.154 354.507 235.846 154.973 143.131 136.602 59.2229 38.3875 33.5439 15.8924 12.9193 7.86281
threshold=6.9755000000000011 14.365 7.4370000000000003 5.4400000000000004 0.6070000000000001 11.134250000000002 9.7250000000000032 4.4583000000000004 19.830000000000002 0.64730500000000013 393.38000000000005 7.5500000000000007 17.850000000000005 10.300000000000002 69.300000000000011 5.5111050000000015 88.450000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 9 8 7 10 15 16 -5 -9 -8 14 -14 -6 -3
right_child=2 4 -4 6 5 -7 12 11 -10 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.61259035202948486 0.74455509239282369 -0.13509469758719206 1.6449054527282716 0.48118115110056742 -0.43366484596179089 -0.98202708516802117 -0.040161970968950883 0.086530157385600937 -0.78504953934596144 -0.47121539157012421 0.13827084727012193 -0.10203004497433864 -0.17183612957596781 -0.095521100333758768 -0.29253419011831289 -0.53912104595275157 -0.22376718841493132
leaf_weight=34 39 20 30 21 26 35 33 36 26 29 26 31 24 35 20 21 20
leaf_count=34 39 20 30 21 26 35 33 36 26 29 26 31 24 35 20 21 20
internal_value=0 -0.17937 1.13601 0.0762951 -0.554924 -0.716473 -0.00438643 0.119754 -0.589152 -0.302065 0.291486 -0.000714115 -0.130744 -0.168582 -0.226699 -0.480784 -0.179431
internal_weight=0 437 69 260 177 108 226 114 73 69 47 67 112 79 44 47 40
internal_count=506 437 69 260 177 108 226 114 73 69 47 67 112 79 44 47 40
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=19
num_cat=0
split_feature=12 5 12 12 5 4 0 7 8 9 12 0 12 12 8 12 5 6
split_gain=8415.63 3684.87 1263.53 638.36 627.64 446.581 239.169 196.898 140.462 124.478 94.0826 75.8898 75.8019 62.1728 36.495 25.3915 11.8985 3.82217
threshold=9.6050000000000022 7.0105000000000013 16.205000000000002 5.1550000000000011 7.4370000000000003 0.6070000000000001 10.753000000000002 4.4583000000000004 4.5000000000000009 278.00000000000006 14.365 0.69885500000000012 19.830000000000002 7.5500000000000007 4.5000000000000009 11.675000000000002 6.4155000000000006 79.450000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 -3 11 12 8 -5 -2 14 -4 -7 16 -11 -16 -9 -17
right_child=2 4 5 7 -6 6 -8 13 -10 10 -12 -13 -14 -15 15 17 -18 -19
leaf_value=0.61924903681501753 0.039958735058705015 0.82800331028371021 -0.18564569675922393 0.096829324598762812 1.4804148387908935 -0.46442830187933781 -0.88824569020952504 0.036440698493970559 0.45026554303324745 -0.2419820022881031 -0.33800881787413556 -0.43734286453412929 -0.6951701879501343 -0.099459324441850183 -0.031478322717788013 -0.12176661697171985 0.14552112486213448 -0.18210037091658229
leaf_weight=32 30 29 25 22 30 35 35 20 23 25 31 23 24 30 30 21 20 21
leaf_count=32 30 29 25 22 30 35 35 20 23 25 31 23 24 30 30 21 20 21
internal_value=0 0.492147 -0.337941 0.224203 1.15974 -0.55442 -0.681145 0.114277 0.277475 -0.143384 -0.186355 -0.306251 -0.558289 0.00936367 -0.137888 -0.101744 0.0909809 -0.151933
internal_weight=0 206 300 147 59 142 94 115 45 158 128 48 59 70 97 72 40 42
internal_count=506 206 300 147 59 142 94 115 45 158 128 48 59 70 97 72 40 42
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=20
num_cat=0
split_feature=12 5 12 12 12 4 0 7 5 9 7 0 12 5 5 8 2 12 12
split_gain=6816.66 2984.75 1023.46 532.146 523.858 361.73 194.111 185.365 205.975 100.828 86.2599 61.4707 54.8224 46.3795 45.9446 27.0255 25.9412 20.2655 19.1665
threshold=9.6050000000000022 7.0105000000000013 16.205000000000002 4.620000000000001 3.9900000000000007 0.6070000000000001 9.870020000000002 3.0407000000000006 6.6050000000000013 278.00000000000006 2.2596500000000002 0.69885500000000012 18.825000000000006 6.0820000000000016 6.0985000000000005 4.5000000000000009 5.7500000000000009 24.090000000000003 12.020000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 -3 11 12 -5 14 -2 -11 -4 -7 15 -9 -12 -16 -8 -15
right_child=2 4 5 7 -6 6 17 8 -10 10 13 -13 -14 18 16 -17 -18 -19 -20
leaf_value=0.68123281419277193 0.035962860683600106 1.4165573596954346 -0.16708112490177154 0.40571831646375361 0.80559081286191947 -0.39225891913686484 -0.70881860256195073 -0.1378168449550867 0.31287086159206445 -0.31609106302261353 -0.26823803430253806 -0.393608574634013 -0.59391442995805011 0.024690565821670354 -0.024310173321282491 -0.12599521770196803 0.10749026662004846 -0.85117549657821656 -0.11041608119294757
leaf_weight=20 30 23 25 20 36 28 20 20 27 30 22 23 26 21 32 34 28 20 21
leaf_count=20 30 23 25 20 36 28 20 20 27 30 22 23 26 21 32 34 28 20 21
internal_value=0 0.442932 -0.304147 0.201782 1.04376 -0.498978 -0.613031 0.126278 0.0740465 -0.129045 -0.167719 -0.275626 -0.489352 -0.122299 -0.00655669 -0.181876 0.0371967 -0.779997 -0.0428628
internal_weight=0 206 300 147 59 142 94 127 107 158 128 48 54 98 80 56 60 40 42
internal_count=506 206 300 147 59 142 94 127 107 158 128 48 54 98 80 56 60 40 42
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=21
num_cat=0
split_feature=5 12 5 12 0 12 12 0 7 6 4 12 12 5 7 9 10 5 6 0
split_gain=5532.84 1973.53 1087.94 436.026 332.902 218.664 177.425 113.552 177.058 73.7495 70.9102 107.669 66.9996 55.6695 37.9446 62.1916 31.6335 28.5177 14.8283 31.4912
threshold=6.8375000000000012 14.895000000000001 7.4370000000000003 5.0600000000000014 5.776155000000001 9.7250000000000032 5.4400000000000004 0.066025000000000014 3.8611500000000007 93.950000000000017 0.67500000000000016 19.605000000000004 7.8100000000000014 5.7440000000000007 4.4455500000000017 302.00000000000006 19.150000000000002 6.3740000000000014 69.300000000000011 1.6426200000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 9 7 -2 12 -9 16 -6 -12 -5 -11 15 -7 -3 -10 -17 -20
right_child=2 4 -4 5 10 14 -8 8 17 13 11 -13 -14 -15 -16 18 -18 -19 19 -21
leaf_value=0.46842882543802261 0.66874202656745918 -0.11031492011887688 1.2131197547912598 0.089385951793796964 -0.42711575539274654 0.078664426729083067 0.31319226638879627 0.37563937038183215 -0.031115005413691207 -0.50495940387248994 -0.45599490851163865 -0.74840143498252421 -0.15519759518404802 -0.2718412279018334 -0.20702308386564258 -0.046063411816157897 -0.28190281147306617 0.1305675038136542 -0.22091772428580692 -0.069556250350756785
leaf_weight=20 25 21 30 21 22 20 32 25 24 20 20 34 24 21 30 20 22 20 28 27
leaf_count=20 25 21 30 21 22 20 32 25 24 20 20 34 24 21 30 20 22 20 28 27
internal_value=0 -0.150679 0.725682 0.0199001 -0.426803 -0.0176337 0.469135 0.0825258 0.163124 -0.289599 -0.578449 -0.640103 -0.0410586 -0.385557 -0.108979 -0.0780178 -0.198104 0.042377 -0.1198 -0.146613
internal_weight=0 419 87 259 160 239 57 114 69 84 76 54 45 41 125 95 43 44 75 55
internal_count=506 419 87 259 160 239 57 114 69 84 76 54 45 41 125 95 43 44 75 55
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=18
num_cat=0
split_feature=12 5 4 7 10 0 5 12 10 10 12 5 8 2 11 6 2
split_gain=4516.41 2030 683.984 516.549 360.905 271.889 255.413 184.752 94.0805 78.9717 49.8997 47.9192 45.9677 40.0537 24.4892 19.5375 15.4525
threshold=9.6050000000000022 7.1210000000000013 0.6695000000000001 3.0407000000000006 15.000000000000002 9.870020000000002 6.6655000000000006 15.025 19.900000000000002 17.850000000000005 16.695000000000004 6.3740000000000014 4.5000000000000009 10.300000000000002 391.26000000000005 40.050000000000004 5.2550000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 -3 10 11 9 -9 -2 -4 16 -10 14 -11 -13 -5
right_child=2 4 5 6 -6 -7 -8 8 12 13 -12 15 -14 -15 -16 -17 -18
leaf_value=0.60697007576624562 0.056486720491100012 1.2257499740237283 -0.22215060287714006 -0.1182382763496467 0.68523040175437933 -0.67017382505612499 0.32915933777888617 -0.12340119336881945 -0.44101522397994997 -0.26168643554672599 -0.40944985151290897 0.15687883496284485 -0.24924927955865861 -0.036493355269942969 -0.11883110828697681 0.027667014807462694 -0.0038639113996867779
leaf_weight=24 37 21 25 21 30 39 36 31 25 20 33 22 25 35 30 25 27
leaf_count=24 37 21 25 21 30 39 36 31 25 20 33 22 25 35 30 25 27
internal_value=0 0.360536 -0.247568 0.180469 0.907797 -0.466004 0.102331 -0.143192 -0.260272 -0.0654584 -0.328717 0.0163756 -0.345132 -0.11854 -0.175973 0.0881491 -0.0539027
internal_weight=0 206 300 155 51 97 131 203 81 122 58 95 50 85 50 47 48
internal_count=506 206 300 155 51 97 131 203 81 122 58 95 50 85 50 47 48
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=20
num_cat=0
split_feature=12 12 7 5 5 4 5 0 9 8 12 12 0 2 10 9 6 5 0
split_gain=3799.75 1499.62 693.774 549.809 278.941 229.484 146.535 138.168 87.1347 68.5253 66.1827 56.6286 52.9838 39.5537 30.8019 30.3769 28.2802 24.2364 12.56
threshold=5.1550000000000011 14.895000000000001 3.7972000000000006 7.0835000000000008 6.9470000000000001 0.6070000000000001 6.0985000000000005 13.441000000000001 264.50000000000006 7.5000000000000009 11.855000000000002 19.830000000000002 0.69885500000000012 13.360000000000001 20.150000000000002 298.00000000000006 43.550000000000004 6.5595000000000008 5.776155000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 -4 12 9 11 -8 14 13 18 -3 16 15 -2 -10 -18 -7
right_child=1 5 4 -5 -6 7 8 -9 10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=1.1616716569120233 -0.024651062764503337 -0.10876340870471563 0.19809462927281857 0.49232769881685573 0.69914036613702779 -0.24705224180221561 0.238974243267016 -0.62228814322372961 0.095845394355781155 0.066810567937791346 -0.11885042904804533 -0.47167645201087 -0.30053660476207739 0.17531276918623762 -0.24747549459338189 -0.16415264244015154 -0.094368320435751232 0.054684422239661218 -0.35337268898263574
leaf_weight=22 27 34 20 24 25 25 22 29 33 20 26 30 25 23 20 37 24 20 20
leaf_count=22 27 34 20 24 25 25 22 29 33 20 26 30 25 23 20 37 24 20 20
internal_value=0 -0.107055 0.70145 0.0349804 0.476453 -0.347557 -0.00857644 -0.436927 0.0553464 -0.0995435 0.0232844 -0.365254 -0.190023 0.0602394 -0.139152 -0.1053 0.0258668 -0.0266171 -0.294306
internal_weight=0 439 67 276 45 163 252 104 148 104 126 75 59 100 84 64 77 44 45
internal_count=506 439 67 276 45 163 252 104 148 104 126 75 59 100 84 64 77 44 45
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=20
num_cat=0
split_feature=12 12 5 5 4 6 5 0 9 4 12 2 12 6 5 0 6 9 11
split_gain=3077.8 1214.69 564.559 445.345 185.882 172.991 119.489 111.916 87.2504 82.2742 61.8197 50.6242 45.8692 45.4281 35.496 30.8973 33.5368 15.2892 12.2178
threshold=5.1550000000000011 14.895000000000001 7.4370000000000003 7.0835000000000008 0.6070000000000001 29.000000000000004 6.1385000000000005 13.441000000000001 264.50000000000006 0.60100000000000009 11.855000000000002 8.3500000000000032 19.830000000000002 70.500000000000014 5.9340000000000002 0.34057500000000002 59.650000000000013 298.00000000000006 377.67500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 6 11 -1 9 12 -8 13 15 -3 18 14 -2 16 17 -10 -6
right_child=1 4 -4 -5 7 -7 8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.22740304580201276 -0.14787066571022336 -0.3003721415996552 1.0198546037077905 0.44309492930769923 -0.32057906497447264 0.62953398644924174 0.24954900443553926 -0.56005934559065718 0.13921880406726683 0.088604182588017513 -0.13186740296050198 -0.10468694725288795 -0.42450881312290828 -0.24112331637491785 -0.0061052131381901832 0.16482109129428865 -0.069553314646085107 0.025450430341340882 -0.2161343108241757
leaf_weight=23 38 20 24 24 21 20 20 29 21 23 21 39 30 24 33 21 24 27 24
leaf_count=23 38 20 24 24 21 20 20 29 21 23 21 39 30 24 33 21 24 27 24
internal_value=0 -0.0963496 0.631305 0.0314824 -0.312801 0.414441 -0.00771879 -0.393234 0.0568991 -0.0810985 0.0231009 -0.171021 -0.328729 -0.122184 -0.0819797 0.0580938 0.026965 0.0752241 -0.264875
internal_weight=0 439 67 276 163 43 252 104 134 118 114 59 75 95 71 93 72 48 45
internal_count=506 439 67 276 163 43 252 104 134 118 114 59 75 95 71 93 72 48 45
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=20
num_cat=0
split_feature=12 12 7 2 9 5 0 4 4 10 5 11 6 4 4 6 5 6 7
split_gain=2493.01 983.898 501.707 386.484 343.056 202.859 160.719 102.266 141.892 109.505 93.2365 52.3441 47.7437 41.0423 75.2654 25.9304 24.8237 38.0144 16.3898
threshold=5.1550000000000011 14.895000000000001 3.7972000000000006 3.9850000000000008 264.50000000000006 6.9470000000000001 5.776155000000001 0.6695000000000001 0.60100000000000009 19.650000000000002 6.2935000000000008 346.39500000000004 93.950000000000017 0.67500000000000016 0.69650000000000001 74.65000000000002 5.9220000000000015 45.650000000000013 4.8375000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 -4 11 8 9 10 16 -3 -13 -8 -15 -11 -5 -18 -12
right_child=1 6 5 7 -6 -7 13 -9 -10 15 18 12 -14 14 -16 -17 17 -19 -20
leaf_value=0.95954038771716044 0.56012660310320228 -0.32195122320471065 0.13945962458848954 -0.14295275956392289 0.053806676436215645 0.56674533718824394 -0.27479962334036828 -0.24635095067322255 0.22449539375046026 -0.096158307878067728 0.16774879543143992 -0.053965478867758071 -0.22809498555237251 -0.5803751684370495 -0.33958992551026101 -0.23780994378030301 0.08388108235029948 -0.090373869109598381 0.052408454093066131
leaf_weight=22 23 21 20 24 32 25 24 20 23 28 28 32 31 21 34 24 21 31 22
leaf_count=22 23 21 20 24 32 25 24 20 23 28 28 32 31 21 34 24 21 31 22
internal_value=0 -0.0867146 0.568175 0.0283342 0.26554 0.376841 -0.281521 -0.0306991 -0.00924119 -0.0394431 0.0109444 -0.185224 -0.139648 -0.383913 -0.431526 -0.161536 -0.0588283 -0.0200017 0.116999
internal_weight=0 439 67 276 55 45 163 221 201 178 126 84 63 79 55 52 76 52 50
internal_count=506 439 67 276 55 45 163 221 201 178 126 84 63 79 55 52 76 52 50
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=21
num_cat=0
split_feature=12 12 7 2 5 5 0 4 4 10 6 2 11 5 0 6 6 6 5 0
split_gain=2019.34 796.957 406.383 313.052 295.687 164.894 130.182 82.8357 114.932 95.3014 71.1649 50.0694 42.9824 38.3805 36.7017 21.7995 19.8587 18.3071 17.4474 7.74614
threshold=5.1550000000000011 14.895000000000001 3.7972000000000006 3.9850000000000008 7.0105000000000013 6.9625000000000012 5.776155000000001 0.6695000000000001 0.60100000000000009 17.700000000000006 74.100000000000009 6.1450000000000005 378.08500000000004 5.9340000000000002 15.718000000000002 97.050000000000011 37.250000000000007 92.65000000000002 6.1625000000000005 0.11446000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 -4 12 8 9 11 13 -5 -3 -11 15 -8 -15 -14 -12 -18
right_child=1 6 5 7 -6 -7 14 -9 -10 10 18 -13 17 16 -16 -17 19 -19 -20 -21
leaf_value=0.86358634016730562 0.063713248265641079 -0.26267299513022108 0.14343018965287643 -0.0051860761518279716 0.54571446299552917 0.52637301851873819 -0.35392787293954331 -0.22171585232019428 0.20204585749332027 -0.11989124200997814 -0.25402904983609914 0.20904957927763462 -0.045786718441092451 0.095464162022939753 -0.45187713270602026 -0.22710523242535802 -0.06865856472402812 -0.16353708310202966 -0.12352227852458048 0.018299538039025808
leaf_weight=22 35 30 22 24 20 23 33 20 23 31 20 20 23 21 23 23 20 31 21 21
leaf_count=22 35 30 22 24 20 23 33 20 23 31 20 20 23 21 23 23 20 31 21 21
internal_value=0 -0.0780431 0.511357 0.0255007 0.238986 0.339157 -0.253369 -0.0276292 -0.00831707 -0.0354988 -0.0774277 0.0921938 -0.166702 -0.0290405 -0.345522 -0.30184 0.0163849 -0.113384 -0.187184 -0.024119
internal_weight=0 439 67 276 55 45 163 221 201 178 134 44 84 93 79 56 62 54 41 41
internal_count=506 439 67 276 55 45 163 221 201 178 134 44 84 93 79 56 62 54 41 41
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=20
num_cat=0
split_feature=12 6 5 7 4 9 5 11 0 7 10 12 6 9 5 4 0 7 12
split_gain=1652.87 1053.6 662.544 278.049 160.878 150.059 114.373 104.3 83.7341 58.0806 83.0697 50.3022 38.2762 30.1629 27.8684 25.4269 23.8306 11.7259 11.0392
threshold=9.6050000000000022 89.350000000000009 7.0835000000000008 2.0037000000000007 0.51250000000000007 274.50000000000006 6.5390000000000006 368.40500000000003 15.718000000000002 6.0721500000000006 17.700000000000006 19.830000000000002 82.550000000000011 282.50000000000006 6.0440000000000014 0.43400000000000005 4.5488950000000008 6.5450500000000007 16.695000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 6 -4 13 16 11 10 -9 -2 14 -1 -12 -8 -5 -15 -14
right_child=3 -3 5 7 -6 -7 15 9 -10 -11 12 -13 18 17 -16 -17 -18 -19 -20
leaf_value=0.09084208682179451 -0.14649841912622963 0.88935284600371411 0.66242148943922741 -0.1490717087984085 -0.20715443064337191 0.2971105886542279 0.11023079718330078 0.16792740177363158 -0.441806635260582 -0.20280540481209758 -0.052895471867587834 -0.31373246722930187 -0.077811791212963222 -0.00094161932779984042 0.08621987365186215 0.25370104252050324 -0.29357124567031861 -0.10418864596973768 -0.16952249102649236
leaf_weight=22 35 21 22 25 23 23 21 20 26 20 36 37 35 22 24 30 21 22 21
leaf_count=22 35 21 22 25 23 23 21 20 26 20 36 37 35 22 24 30 21 22 21
internal_value=0 0.218108 0.141912 -0.149767 0.0346213 0.475707 0.0821499 -0.0827114 -0.287985 -0.0436917 -0.0202926 -0.232438 -0.0527444 -0.00476273 0.00275067 0.194625 -0.215039 -0.0525651 -0.112203
internal_weight=0 206 185 300 140 45 117 202 98 156 136 72 116 66 60 51 46 44 56
internal_count=506 206 185 300 140 45 117 202 98 156 136 72 116 66 60 51 46 44 56
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=20
num_cat=0
split_feature=12 12 5 5 4 4 4 4 5 11 8 7 6 12 7 11 5 9 0
split_gain=1387.14 583.515 237.92 191.671 155.209 131.218 77.4043 88.341 69.8234 54.0576 48.3005 31.11 29.1428 24.7718 23.5569 22.546 29.6152 18.7154 9.04046
threshold=4.6950000000000012 12.020000000000001 7.0835000000000008 7.4795000000000007 0.6695000000000001 0.69650000000000001 0.58450000000000013 0.51250000000000007 6.4815000000000014 378.08500000000004 5.5000000000000009 5.3440000000000003 92.65000000000002 9.3350000000000026 3.9611500000000004 305.29500000000002 6.0440000000000014 278.00000000000006 0.10635500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 9 -6 7 8 17 10 -3 -10 14 -9 -11 -7 -17 -2 -19
right_child=1 4 -4 -5 5 15 -8 13 11 12 -12 -13 -14 -15 -16 16 -18 18 -20
leaf_value=0.33121014477745181 0.066501280529932538 -0.29413018009879371 0.34107885316566189 0.72249133767826224 -0.4405342425765662 -0.2643181696534157 0.20959973122924566 -0.20354063607752326 0.23663348942995072 0.039884831149663243 -0.094521018476397906 0.069304477855563165 -0.12945794211152722 -0.051368795173323684 -0.084434731415024514 -0.22121257145296444 -0.053078483100980525 -0.070463523788279622 0.012598476884886623
leaf_weight=31 22 22 27 21 29 23 20 20 20 35 27 25 34 23 27 22 20 38 20
leaf_count=31 22 22 27 21 29 23 20 20 20 35 27 25 34 23 27 22 20 38 20
internal_value=0 -0.0560349 0.0634953 0.489228 -0.163562 -0.26365 0.0236296 0.0014903 0.0440213 -0.0986777 -0.184141 0.143673 -0.0550556 -0.122146 -0.0142543 -0.184732 -0.141149 -0.0120327 -0.0418215
internal_weight=0 454 215 52 239 94 188 168 125 145 49 45 96 43 62 65 42 80 58
internal_count=506 454 215 52 239 94 188 168 125 145 49 45 96 43 62 65 42 80 58
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=21
num_cat=0
split_feature=12 12 6 5 7 7 10 0 11 4 7 10 6 11 6 5 2 9 2 12
split_gain=1133.15 522.02 238.222 167.496 167.437 103.367 79.0668 63.8127 59.7009 57.6887 42.7441 50.8502 42.736 45.8532 36.3309 27.4075 21.4342 20.8808 5.13743 3.42246
threshold=4.4750000000000005 10.040000000000001 86.700000000000017 6.6655000000000006 2.0685500000000006 4.8375000000000012 17.500000000000004 15.718000000000002 368.40500000000003 0.51250000000000007 6.0721500000000006 17.850000000000005 99.65000000000002 351.25000000000006 73.350000000000009 6.1215000000000011 10.300000000000002 279.50000000000006 5.2550000000000017 17.240000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 9 7 -1 -5 12 19 15 11 -10 13 -3 -13 -2 -16 -17 -19 -6
right_child=1 4 -4 6 8 -7 -8 -9 10 -11 -12 14 -14 -15 16 17 -18 18 -20 -21
leaf_value=0.66193334683775906 -0.084876075522466149 -0.33371001506845155 0.40623697993301211 0.3182490852589791 -0.14817467518150806 0.34781751642850312 0.069176787018775943 -0.36531390597721419 0.11314508836561193 -0.17754724165191874 -0.17499373165890575 0.026830530048985231 -0.058363319188356404 -0.15317816002951826 -0.16644748985194244 0.12918636068701744 -0.045042657965060434 -0.026724336174843107 0.042574904393404722 -0.20533143118023875
leaf_weight=20 22 24 21 26 22 22 25 26 24 20 20 38 20 34 26 20 33 23 20 20
leaf_count=20 22 24 21 26 22 22 25 26 24 20 20 38 20 34 26 20 33 23 20 20
internal_value=0 -0.045023 0.0900408 0.0474759 -0.12832 0.497396 0.196155 -0.22964 -0.0707396 -0.0247396 -0.0395665 -0.0171818 -0.184415 -0.227881 -0.0494277 0.0112152 -0.0985431 0.0447709 0.00550787 -0.175392
internal_weight=0 464 177 156 287 42 51 104 183 105 141 121 78 58 97 85 59 63 43 42
internal_count=506 464 177 156 287 42 51 104 183 105 141 121 78 58 97 85 59 63 43 42
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=19
num_cat=0
split_feature=12 12 5 4 10 4 4 8 4 12 10 2 9 0 4 4 8 0
split_gain=917.851 423.338 174.421 130.81 124.727 100.222 85.5038 76.5502 47.0521 34.0472 27.6882 33.0012 23.2724 20.8235 11.9865 14.4422 11.8912 25.421
threshold=4.4750000000000005 10.200000000000001 6.7815000000000003 0.6695000000000001 17.150000000000002 0.69650000000000001 0.44600000000000006 6.5000000000000009 0.51250000000000007 20.195000000000004 17.850000000000005 8.3500000000000032 332.00000000000006 6.4914050000000012 0.58200000000000007 0.61150000000000004 4.5000000000000009 0.053660000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 9 -4 -5 -1 8 12 10 -3 -12 16 -7 -13 -16 17 -2
right_child=1 3 4 5 -6 13 -8 -9 -10 -11 11 14 -14 -15 15 -17 -18 -19
leaf_value=0.31161527003754275 0.0047789294627450761 0.024281813772885422 0.40145789732535681 -0.36762276305335351 0.085322673045671912 -0.086792535101994875 0.59730254851281639 0.18839287104254421 -0.12788871744913716 -0.16795299415444506 -0.15367929113821852 0.0023160526430920552 -0.071958286068402239 -0.19840308432068143 -0.13164721293882892 -0.01706428507512266 -0.0095838262921287901 0.16037608864051955
leaf_weight=22 21 38 24 29 26 32 20 22 28 29 36 38 20 35 22 22 21 21
leaf_count=22 21 38 24 29 26 32 20 22 28 29 36 38 20 35 22 22 21 21
internal_value=0 -0.0405207 0.0778414 -0.117603 0.237068 -0.212318 0.447657 0.0179819 -0.0157933 -0.0684542 -0.0499576 -0.0738652 0.022022 -0.145097 -0.0388249 -0.0743557 0.0518571 0.0825775
internal_weight=0 464 183 281 50 96 42 133 111 185 156 118 83 67 82 44 63 42
internal_count=506 464 183 281 50 96 42 133 111 185 156 118 83 67 82 44 63 42
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=20
num_cat=0
split_feature=12 12 6 5 7 11 9 0 7 4 7 10 12 6 5 2 7 0 5
split_gain=747.723 378.464 172.951 131.428 114.646 55.3663 45.554 41.8398 38.2087 35.9564 35.3391 35.6404 31.8179 26.814 25.5857 19.0554 16.212 12.1168 6.02169
threshold=3.9900000000000007 10.040000000000001 86.700000000000017 6.7815000000000003 2.0037000000000007 368.40500000000003 274.50000000000006 15.718000000000002 1.5772500000000003 0.51250000000000007 6.0721500000000006 17.850000000000005 17.925000000000004 73.350000000000009 6.1215000000000011 10.300000000000002 4.5006000000000013 4.5488950000000008 6.4660000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 7 17 -5 8 -3 14 11 -7 -10 -13 -2 -15 -16 -6 -18
right_child=1 4 -4 6 5 10 -8 -9 12 -11 -12 13 -14 15 16 -17 18 -19 -20
leaf_value=0.46022352720751913 -0.07866183873265982 -0.035163718499243261 0.34929900105510442 0.30161480352282527 -0.10688895626614492 0.10097852814942598 0.10087176048590873 -0.30062446433764239 -0.11331459597374004 -0.12318723415550979 -0.15170229906216265 0.03142268563571729 -0.27022532128861976 -0.14049431171554785 0.12107904283329846 -0.028145939515282711 -0.015321573101241014 -0.21090148914427986 0.051649455115199097
leaf_weight=33 22 20 21 20 24 24 26 26 24 23 20 38 28 26 20 36 29 21 25
leaf_count=33 22 20 21 20 24 24 26 26 24 23 20 38 28 26 20 36 29 21 25
internal_value=0 -0.0321086 0.0790047 0.0446036 -0.104119 -0.0586078 0.188151 -0.191892 -0.152627 -0.0108855 -0.0283514 -0.00845612 -0.197805 -0.0347204 0.0160201 -0.0752598 0.0441688 -0.155428 0.0156835
internal_weight=0 473 186 165 287 189 46 98 72 119 144 124 52 100 96 62 74 45 54
internal_count=506 473 186 165 287 189 46 98 72 119 144 124 52 100 96 62 74 45 54
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=19
num_cat=0
split_feature=5 12 6 11 12 5 6 9 9 8 4 4 6 10 8 0 5 0
split_gain=626.608 305.407 323.665 92.9603 87.5399 80.5492 32.4275 26.8582 23.7853 22.7335 24.9132 33.4202 20.8556 19.1054 18.925 10.0014 7.5473 4.48004
threshold=7.4140000000000006 10.040000000000001 87.750000000000014 105.24000000000001 19.830000000000002 6.6655000000000006 62.350000000000009 329.50000000000006 282.50000000000006 4.5000000000000009 0.6695000000000001 0.71550000000000014 96.750000000000014 16.950000000000003 4.5000000000000009 0.26888000000000006 5.9390000000000009 0.14190500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 8 6 7 14 -5 16 15 -12 -6 -7 -1 17 -10 -11
right_child=-2 3 -4 4 12 13 -8 -9 9 10 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.078364137580427221 0.42828898169100288 -0.25160213726939579 0.45069144286215307 0.037425171335538229 -0.10594516806304455 0.20022401858121155 -0.13676914537680293 -0.091677391148455772 -0.16034170486742544 0.0043308179825544361 -0.1875229485332966 -0.0069005230685607313 -0.22417744359353908 0.078913040046353605 -0.030547820142021887 0.044283970771357421 -0.077423753520048669 -0.06106337860903957
leaf_weight=39 32 33 20 33 25 20 21 23 21 20 20 21 37 37 27 32 23 22
leaf_count=39 32 33 20 33 25 20 21 23 21 20 20 21 37 37 27 32 23 22
internal_value=0 -0.028914 0.0705282 -0.0937074 -0.0731935 0.0249996 -0.0249938 0.00138011 -0.0398331 -0.0558678 -0.0324788 -0.095009 -0.176503 0.121478 0.0338092 0.00216634 -0.116998 -0.0299233
internal_weight=0 474 187 287 254 167 110 89 192 159 115 41 62 57 66 74 44 42
internal_count=506 474 187 287 254 167 110 89 192 159 115 41 62 57 66 74 44 42
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=20
num_cat=0
split_feature=12 2 9 4 6 7 6 4 5 10 5 7 10 7 2 7 12 7 0
split_gain=517.9 250.296 200.394 152.56 124.115 107.649 62.2462 53.4965 50.3918 34.1595 21.9903 17.8335 17.4448 12.5972 19.1556 11.1802 7.22817 6.95202 4.30746
threshold=4.6950000000000012 4.1000000000000005 264.50000000000006 0.6695000000000001 49.050000000000004 1.7760500000000004 36.70000000000001 0.69650000000000001 5.7440000000000007 20.950000000000003 6.5710000000000006 2.0037000000000007 17.700000000000006 2.3749500000000006 7.0150000000000015 1.7322500000000003 10.805000000000001 5.4009000000000009 0.16953000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 -1 -3 17 -5 -8 12 -4 15 18 -14 -15 -9 -16 -7 -10
right_child=1 3 10 7 -6 6 8 11 9 -11 -12 -13 13 14 16 -17 -18 -19 -20
leaf_value=0.17679515265626833 0.34543308429419994 0.19482660591602327 -0.057828406587243079 -0.28677516672117959 0.49435359150171276 0.10201957580589115 -0.1887945675601562 -0.11822573173613776 0.058767836317420011 -0.14863583818078041 0.082853072676807638 -0.068676364998663628 -0.11848310851915317 -0.099847601403792702 -0.044047236025333406 -0.22269602173706518 0.025557580811751857 0.023972850471735002 -0.0060773432254791265
leaf_weight=32 28 20 25 29 20 21 30 21 20 29 20 31 22 30 25 20 37 25 21
leaf_count=32 28 20 25 29 20 21 30 21 20 29 20 31 22 30 25 20 37 25 21
internal_value=0 -0.034239 0.13539 -0.0667401 0.298933 -0.0287353 -0.0459324 -0.1721 -0.0686175 -0.0490234 0.0046967 -0.125912 -0.0303863 -0.0505053 -0.0342498 -0.169187 -0.00250888 0.0596029 0.0255545
internal_weight=0 454 73 381 52 280 260 101 214 184 45 72 155 114 92 41 62 46 41
internal_count=506 454 73 381 52 280 260 101 214 184 45 72 155 114 92 41 62 46 41
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=19
num_cat=0
split_feature=12 4 4 5 4 7 4 10 7 6 11 6 2 4 11 5 9 8
split_gain=439.247 217.971 281.652 166.153 68.4005 50.8228 43.3321 40.9322 32.9529 37.9153 25.444 23.9085 39.3031 19.1555 16.12 16.0123 10.9321 14.9765
threshold=3.9900000000000007 0.6695000000000001 0.62750000000000006 6.6455000000000011 0.53500000000000014 6.0721500000000006 0.69650000000000001 17.850000000000005 3.2074500000000001 42.500000000000007 368.40500000000003 76.950000000000017 13.360000000000001 0.43745000000000006 377.67500000000007 6.1445000000000007 246.00000000000003 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -3 -2 -5 -10 -6 -12 -13 -7 15 -8 -9 -18
right_child=1 6 -4 8 10 13 14 16 9 -11 11 12 -14 -15 -16 -17 17 -19
leaf_value=0.35273850049936412 0.13499681989947754 -0.2580976487233721 0.37580279022455221 0.23457126479507207 -0.17188756287925774 -0.034460273524746302 -0.08855175734497607 -0.064593518432229755 0.16815160870552065 -0.011849366771903905 0.0019598759518101301 -0.213201850686561 -0.038434925987835857 -0.15463782868215017 -0.057334212561448418 -0.21218199279497971 0.07374218728925501 -0.027947954566528401
leaf_weight=33 31 29 20 21 36 36 20 20 25 22 29 22 31 21 30 22 28 30
leaf_count=33 31 29 20 21 36 36 20 20 25 22 29 22 31 21 30 22 28 30
internal_value=0 -0.0246097 0.0107622 -0.00997878 -0.0435973 -0.00222043 -0.15489 0.0377924 0.130428 0.0838958 -0.101805 -0.0710376 -0.11098 -0.0787362 -0.11332 -0.15331 -0.0008401 0.0211438
internal_weight=0 473 372 352 284 166 101 109 68 47 118 82 53 57 72 42 78 58
internal_count=506 473 372 352 284 166 101 109 68 47 118 82 53 57 72 42 78 58
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=19
num_cat=0
split_feature=5 12 2 0 11 9 2 12 6 5 7 4 4 11 6 12 6 5
split_gain=360.909 163.217 264.701 63.024 55.3996 54.8628 52.4858 44.3496 34.156 20.2057 20.1507 22.7062 20.6658 21.553 23.7862 12.087 9.66604 6.9737
threshold=7.4140000000000006 10.040000000000001 13.360000000000001 15.718000000000002 105.24000000000001 264.50000000000006 4.4400000000000004 23.280000000000005 59.650000000000013 6.7165000000000008 6.2047500000000007 0.52800000000000014 0.5485000000000001 333.24500000000006 87.950000000000017 13.065000000000001 29.000000000000004 5.9505000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 -1 10 9 16 11 15 -13 -14 -15 -6 -7 -16
right_child=-2 3 -4 -5 7 8 -8 -9 -10 -11 -12 12 13 14 17 -17 -18 -19
leaf_value=0.21249411139975893 0.32504086478147659 -0.19302981753761952 0.39454847272485494 -0.21778276677315056 0.0009863022228945857 -0.070026005138284886 0.0076631731963877018 -0.15977146534456149 -0.11448200536948261 0.087948788770220498 -0.11897223532199859 -0.09681619095641214 0.080706413675631805 0.039905978664755822 -0.11767715787631459 0.10728166796267034 0.010468924439379149 -0.044385719319453114
leaf_weight=22 32 26 20 26 23 26 29 27 33 22 20 37 21 30 20 20 35 37
leaf_count=22 32 26 20 26 23 26 29 27 33 22 20 37 21 30 20 20 35 37
internal_value=0 -0.0219437 0.0507528 -0.0693104 -0.05452 0.00957968 0.0960216 -0.0391956 -0.028425 0.00579048 -0.0235439 -0.0133919 -0.0323172 -0.0102204 -0.0321682 0.050426 -0.0238404 -0.070102
internal_weight=0 474 187 287 261 167 51 235 116 83 208 188 145 108 87 43 61 57
internal_count=506 474 187 287 261 167 51 235 116 83 208 188 145 108 87 43 61 57
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=18
num_cat=0
split_feature=12 4 4 9 5 10 6 4 8 0 7 7 4 5 12 5 5
split_gain=303.129 154.724 214.214 118.963 77.1792 47.3812 47.2708 35.0883 20.436 28.1826 19.2636 13.5461 12.7562 11.9781 9.45392 6.19235 4.11391
threshold=3.9900000000000007 0.6695000000000001 0.62750000000000006 222.50000000000003 6.5915000000000008 17.700000000000006 59.650000000000013 0.72900000000000009 4.5000000000000009 0.26042000000000004 1.9071500000000003 4.5006000000000013 0.58350000000000002 5.988500000000001 14.045000000000002 5.9840000000000009 6.3530000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 11 10 9 -8 15 -5 14 -13 -10 -3 -15
right_child=1 7 -4 4 5 -7 8 -9 12 -11 -12 13 -14 16 -16 -17 -18
leaf_value=0.29303009979652639 0.20152059841156006 -0.17818879538348742 0.32771010980010035 0.047634166599930944 0.14398324599391538 -0.022609030839896974 -0.21319744277000427 -0.052688612507001777 -0.061135390745820833 -0.077185246806878313 -0.10177384049672147 -0.084616754095380511 -0.1042907962575555 -0.022596397844608873 0.028325899016289485 -0.2559378496557474 0.033577930266884243
leaf_weight=33 25 21 20 37 38 31 25 37 27 39 23 24 31 32 21 20 22
leaf_count=33 25 21 20 37 38 31 25 37 27 39 23 24 31 32 21 20 22
internal_value=0 -0.020444 0.00935754 -0.00873067 -0.0248049 0.0691374 -0.0499291 -0.130208 -0.0883146 -0.130315 -0.175024 -0.00219746 -0.0542889 -0.0258355 -0.0219961 -0.216115 0.00028944
internal_weight=0 473 372 352 327 69 258 101 143 64 64 115 79 78 48 41 54
internal_count=506 473 372 352 327 69 258 101 143 64 64 115 79 78 48 41 54
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=20
num_cat=0
split_feature=5 7 4 9 12 12 11 5 5 2 0 0 7 5 6 0 4 8 11
split_gain=250.875 147.056 89.7551 59.2448 32.9191 42.3832 37.5511 23.3208 20.2112 19.6903 15.4928 13.8297 11.2107 9.67562 8.48922 9.7888 6.34202 6.23173 2.09063
threshold=7.4795000000000007 1.4327500000000002 0.52800000000000014 223.50000000000003 8.1800000000000015 23.645000000000007 105.24000000000001 6.4660000000000011 6.3530000000000006 7.6250000000000009 0.061015000000000007 0.11230500000000002 3.6687000000000007 5.9340000000000002 94.550000000000011 3.6856650000000006 0.49100000000000005 4.5000000000000009 392.71500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 9 12 13 -9 -12 14 -5 15 -8 18 -11 -15
right_child=-2 2 4 7 5 -7 8 10 -10 17 11 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=0.23547929479655894 0.29092966653406621 0.17566182095380056 -0.19562589332461358 -0.1033747446205881 -0.16439801698381251 -0.16547828580845486 -0.039113625095171092 -0.0049808364574398314 0.042083328462072786 0.068233220758182667 0.14492170929908751 0.02732194855809212 -0.10384801644086838 -0.077141187414526941 -0.065406332410087711 0.04429936872329563 0.014688017638109159 -0.0088056275709753936 -0.031417742669582367
leaf_weight=22 28 21 20 27 22 33 34 35 35 21 20 20 25 20 38 24 20 21 20
leaf_count=22 28 21 20 27 22 33 34 35 35 21 20 20 25 20 38 24 20 21 20
internal_value=0 -0.0170419 -0.0292249 0.0157284 -0.0730107 -0.0613884 -0.0420908 -0.000735358 -0.0248423 -0.0265159 0.0436073 0.0861218 -0.044201 -0.0536613 -0.0286679 -0.0045979 -0.0312903 0.0297138 -0.0542795
internal_weight=0 478 456 225 231 211 178 204 156 129 75 40 121 87 96 58 60 42 40
internal_count=506 478 456 225 231 211 178 204 156 129 75 40 121 87 96 58 60 42 40
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=21
num_cat=0
split_feature=12 4 4 9 10 6 5 5 0 9 9 7 5 5 0 12 5 5 11 6
split_gain=212.126 119.758 163.369 84.0151 56.5753 46.6913 45.5137 30.9333 30.8591 30.6855 16.8654 21.8562 15.7315 11.4085 10.3829 10.958 7.7344 5.97568 3.27645 1.24899
threshold=3.9900000000000007 0.6695000000000001 0.62750000000000006 222.50000000000003 17.700000000000006 73.350000000000009 6.6330000000000009 6.4155000000000006 9.870020000000002 306.00000000000006 322.00000000000006 6.0721500000000006 5.8050000000000006 5.9220000000000015 0.13408 8.0750000000000011 6.0440000000000014 6.3295000000000003 393.27000000000004 90.550000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 13 10 8 16 -7 11 -5 -11 18 15 -15 -3 19 -6 -14
right_child=1 7 -4 4 5 9 -8 -9 -10 12 -12 -13 17 14 -16 -17 -18 -19 -20 -21
leaf_value=0.24512938888687077 0.17001001899316909 -0.075467131426557907 0.28713258303701877 0.099386385756290774 -0.07858289003372193 -0.19905384429123091 0.13647556927274257 -0.21279689329676332 -0.16651941415454663 -0.1451376392506063 -0.082604358978569506 -0.038604097739638139 -0.046913735605776309 0.02654212252569518 0.057509860210120681 -0.06901757468779883 0.0040088175907731054 0.0018747984617948532 -0.021342591606080534 -0.081831537541889016
leaf_weight=33 25 24 20 22 20 23 34 24 28 20 20 24 20 28 34 21 25 20 20 21
leaf_count=33 25 24 20 22 20 23 34 24 28 20 20 24 20 28 34 21 25 20 20 21
internal_value=0 -0.017102 0.00911664 -0.00667972 -0.0201881 -0.0477956 0.0424808 -0.11367 -0.0827732 -0.0971176 -0.00594068 0.0273914 -0.0681728 -0.00609239 0.0150499 -0.014412 -0.0349182 -0.0429384 -0.0499627 -0.0647985
internal_weight=0 473 372 352 327 227 100 101 77 104 66 46 81 123 83 49 49 61 40 41
internal_count=506 473 372 352 327 227 100 101 77 104 66 46 81 123 83 49 49 61 40 41
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=19
num_cat=0
split_feature=5 7 10 9 12 2 8 0 11 6 5 12 11 11 7 11 7 9
split_gain=174.254 118.835 67.9974 43.8414 39.4614 22.2888 31.2568 16.8449 22.6499 18.8193 15.8773 15.2884 17.4209 15.7315 14.1535 12.1799 10.7365 8.14673
threshold=7.4795000000000007 1.4784000000000004 19.050000000000004 298.00000000000006 23.645000000000007 3.3500000000000005 3.5000000000000004 0.10993000000000001 105.24000000000001 91.65000000000002 6.7165000000000008 7.5500000000000007 395.10000000000008 385.52500000000003 2.9393500000000006 393.54000000000002 2.1647500000000002 329.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 -3 -7 -4 -9 14 11 -5 13 -13 -10 -8 -11 -16
right_child=-2 2 4 10 -6 6 15 8 9 16 -12 12 -14 -15 17 -17 -18 -19
leaf_value=0.18568466835588748 0.24246633340205467 0.12973004257186288 -0.11390880115316525 -0.12655060918303207 -0.17850809649184898 -0.065461766471465441 0.12284596863389015 -0.13379307715665728 0.054387570857196248 -0.029145688736914761 0.045343854075128386 -0.013704462047537853 0.046356964907185605 -0.12898844271898269 0.0075359861056009938 0.02759937793658725 -0.11347719823511748 -0.076670163571834565
leaf_weight=28 28 31 34 20 27 24 25 21 37 36 22 29 22 20 27 29 26 20
leaf_count=28 28 31 34 20 27 24 25 21 37 36 22 29 22 20 27 29 26 20
internal_value=0 -0.014203 -0.0266405 0.0127535 -0.0649979 0.0580007 0.0294929 -0.0497502 -0.036688 -0.0227208 -0.030892 -0.0493226 -0.0275682 -0.0607591 0.00812391 0.071695 -0.0645105 -0.0282964
internal_weight=0 478 450 222 228 109 78 201 167 146 113 91 71 49 84 54 62 47
internal_count=506 478 450 222 228 109 78 201 167 146 113 91 71 49 84 54 62 47
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=20
num_cat=0
split_feature=12 4 4 9 10 7 6 5 12 7 10 5 4 8 5 9 11 7 10
split_gain=150.437 93.5209 119.45 60.9869 40.3438 38.155 35.9038 33.0004 29.142 28.7267 26.1623 19.5034 14.9138 13.5798 9.2902 7.50924 6.68731 6.32021 2.39262
threshold=3.9900000000000007 0.6695000000000001 0.62750000000000006 222.50000000000003 17.700000000000006 6.0721500000000006 73.350000000000009 6.6050000000000013 10.585000000000003 1.9283000000000003 20.150000000000002 6.1445000000000007 0.71550000000000014 4.5000000000000009 5.9220000000000015 271.50000000000006 392.87000000000006 4.5006000000000013 19.150000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 14 -5 -8 11 -10 12 -3 -12 18 -16 -7 -17 -6
right_child=1 9 -4 4 6 16 8 -9 10 -11 13 -13 -14 -15 15 17 -18 -19 -20
leaf_value=0.20643114151263778 0.14579961931705473 -0.15980503274635838 0.24649356231093408 0.031962431860821587 -0.018123990492895245 -0.071999102864753126 -0.1880509941794333 0.1905284895783379 -0.14686643170273825 -0.028076801107575496 -0.067439869959508222 -0.21871773387704577 -0.043366072060201655 0.027761271290866463 -0.028449730607322778 0.07407394948601724 0.0059712593303464191 0.0069684585905633867 -0.067038365826010707
leaf_weight=33 25 22 20 35 20 22 21 21 23 36 31 21 22 29 26 25 22 32 20
leaf_count=33 25 22 20 35 20 22 21 21 23 36 31 21 22 29 26 25 22 32 20
internal_value=0 -0.0144022 0.00876713 -0.00474005 -0.0162492 0.0366717 -0.0395624 0.0914247 -0.0828131 -0.0997386 -0.0561866 -0.139428 -0.101586 -0.021426 -0.00299269 0.0160861 -0.0330139 0.0364007 -0.0425812
internal_weight=0 473 372 352 327 100 227 56 104 101 83 65 44 60 123 83 44 57 40
internal_count=506 473 372 352 327 100 227 56 104 101 83 65 44 60 123 83 44 57 40
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=19
num_cat=0
split_feature=5 7 10 12 9 2 8 5 12 11 6 5 12 11 11 7 11 0
split_gain=123.014 94.7909 49.9159 28.4759 26.2122 18.6017 26.0309 17.5533 15.2793 18.6041 14.9472 13.7042 13.2431 14.0002 11.5259 8.83675 7.89274 4.92199
threshold=7.7280000000000006 1.4784000000000004 19.050000000000004 23.645000000000007 298.00000000000006 3.3500000000000005 3.5000000000000004 6.7165000000000008 7.8900000000000015 105.24000000000001 91.65000000000002 6.0305000000000009 7.5500000000000007 395.13000000000005 385.52500000000003 2.1647500000000002 393.54000000000002 0.26888000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 5 -3 -7 12 -4 -10 11 17 -6 14 -14 -12 -8 -11
right_child=-2 2 3 -5 7 6 16 -9 9 10 15 -13 13 -15 -16 -17 -18 -19
leaf_value=0.16808074499879566 0.23126691871068697 0.11055123069090769 -0.10497220032848419 -0.150988309043977 -0.1139756194734946 -0.064269035868346688 0.098804882691743284 0.052506821453571322 -0.11769497450441123 -0.055913286209106454 -0.022921885559574154 0.055225679699919733 -0.0097734596194892099 0.046667318312185152 -0.10705127043738252 -0.098185331403062903 0.022927993523149656 0.010643376708030701
leaf_weight=28 22 32 32 27 20 25 26 25 21 25 39 38 29 21 21 26 29 20
leaf_count=28 22 32 32 27 20 25 26 25 21 25 39 38 29 21 21 26 29 20
internal_value=0 -0.0105121 -0.0214784 -0.0545638 0.0116071 0.0461139 0.0203389 -0.0217098 -0.0416113 -0.0296139 -0.017116 0.0110074 -0.042099 -0.021852 -0.0506301 -0.0530273 0.0587971 -0.0263325
internal_weight=0 484 456 228 228 112 80 116 201 169 148 83 91 71 50 65 55 45
internal_count=506 484 456 228 228 112 80 116 201 169 148 83 91 71 50 65 55 45
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=20
num_cat=0
split_feature=12 4 4 9 5 11 7 6 12 5 5 0 7 6 11 10 6 12 11
split_gain=107.555 72.8606 86.7903 43.8144 30.0137 33.9825 28.2168 27.5829 19.8 18.506 17.586 12.1869 9.6949 9.87162 8.56436 8.33734 2.42827 2.42332 1.46814
threshold=3.9900000000000007 0.6695000000000001 0.62750000000000006 222.50000000000003 6.6455000000000011 389.78000000000003 1.5224500000000003 58.050000000000004 9.6050000000000022 6.2495000000000003 5.9505000000000008 7.0365050000000009 6.341400000000001 33.400000000000006 368.40500000000003 19.150000000000002 90.550000000000026 10.330000000000002 394.52500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -3 12 -9 11 14 -8 13 -5 -10 -12 -17 -15 -16
right_child=1 6 -4 4 5 -7 9 8 10 -11 15 -13 -14 17 18 16 -18 -19 -20
leaf_value=0.17454720154178865 0.12435648311674595 -0.19387091238051654 0.21091066654771568 0.073785139352924398 0.15816343579441311 -0.0044122060139973962 0.03607761309969993 -0.14240662577477367 -0.13102918772825176 -0.11743464465526975 0.033955708170930542 -0.066345772333443173 -0.031670904713437746 -0.017599264638764517 -0.033008094616234301 -0.010479866219684483 -0.059167179585035361 0.027976260557770728 -0.071324470555409789
leaf_weight=33 25 20 20 31 20 36 21 22 21 34 30 26 38 28 20 20 21 20 20
leaf_count=33 25 20 20 31 20 36 21 22 21 34 30 26 38 28 20 20 21 20 20
internal_value=0 -0.0121777 0.00827285 -0.00324067 -0.0129958 0.0536505 -0.0875006 -0.0267677 -0.0545756 -0.0612363 -0.0399371 -0.0205821 0.00983411 0.0297985 -0.0793158 -0.00610474 -0.0354173 0.00139054 -0.0521663
internal_weight=0 473 372 352 327 56 101 271 154 81 132 47 117 79 61 71 41 48 40
internal_count=506 473 372 352 327 56 101 271 154 81 132 47 117 79 61 71 41 48 40
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=20
num_cat=0
split_feature=12 6 9 10 6 0 12 12 11 5 11 5 0 12 11 7 6 6 4
split_gain=90.2808 324.07 81.192 71.8775 62.7226 34.5093 24.4704 23.9144 19.4373 13.6424 12.6792 15.7103 13.5092 10.4158 8.57638 8.99335 7.22398 5.34988 3.59636
threshold=9.5350000000000019 89.550000000000011 264.50000000000006 17.850000000000005 74.65000000000002 15.718000000000002 23.645000000000007 5.0600000000000014 105.24000000000001 6.6185000000000009 333.24500000000006 5.9220000000000015 0.69885500000000012 13.905000000000003 387.91500000000002 2.3749500000000006 40.050000000000004 85.450000000000017 0.52200000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 8 -4 -2 16 -10 12 13 -12 17 -16 -9 -13 -17
right_child=5 -3 4 -5 -6 -7 -8 9 10 -11 11 14 -14 -15 15 18 -18 -19 -20
leaf_value=0.21946103310790557 -0.10569296394075667 0.43379781723022459 -0.090911530020336306 -0.0072693329580404142 -0.19228445894661406 -0.14472788323003513 -0.10796192599039885 0.026214406122582863 0.060578051653618993 0.089941949668255722 -0.073091584444046023 0.082608506794786096 -0.10639266079222715 0.021395570332450528 -0.068730884566903114 -0.020264140323091012 -0.04461390376091004 0.010341649963742212 0.028266323518914144
leaf_weight=29 21 20 24 27 21 26 31 36 26 22 20 20 27 28 20 26 24 21 37
leaf_count=29 21 20 24 27 21 26 31 36 26 22 20 20 27 28 20 26 24 21 37
internal_value=0 0.0516055 0.00983582 0.110145 -0.0343948 -0.034574 -0.0242346 -0.0031148 -0.0136836 0.0225818 -0.00509607 -0.0136766 -0.0498048 -0.0179741 0.00817511 -0.0103088 -0.00211692 0.0455938 0.00823788
internal_weight=0 203 183 56 127 303 277 106 246 82 225 199 75 48 124 83 60 41 63
internal_count=506 203 183 56 127 303 277 106 246 82 225 199 75 48 124 83 60 41 63
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=19
num_cat=0
split_feature=5 7 4 12 7 12 4 12 6 0 7 10 0 12 5 6 5 12
split_gain=76.4643 80.8935 28.9271 33.6069 23.96 17.2812 14.9704 13.7203 13.2346 11.3526 16.3338 17.239 8.24612 8.97831 7.78665 11.4858 8.43223 5.81433
threshold=7.7280000000000006 1.4784000000000004 0.52800000000000014 7.8900000000000015 4.2626000000000008 12.020000000000001 0.71550000000000014 21.650000000000002 63.050000000000004 0.17138 7.8271500000000005 15.750000000000002 0.036370000000000006 8.9050000000000029 5.8685000000000009 94.550000000000011 6.1100000000000003 9.8450000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 -5 7 14 -3 10 11 -6 -13 -14 -7 16 -16 -10
right_child=-2 2 3 5 9 6 -8 -9 17 -11 -12 12 13 -15 15 -17 -18 -19
leaf_value=0.15669453623039384 0.18233312276954003 0.10192142717132811 -0.16750168174505234 0.03017781846023895 0.091834201392802337 -0.08792566207082321 0.016389701678417624 -0.12496837589603205 -0.018917337510819462 -0.075974298211244448 -0.079932196551690926 -0.060203037129461096 0.042339133672617581 -0.035235966384410865 0.03628765658608505 -0.081800887430155733 -0.042035785282927535 0.055581257005687806
leaf_weight=28 22 32 20 37 22 30 32 26 22 26 23 22 37 25 28 27 27 20
leaf_count=28 22 32 20 37 22 30 32 26 22 26 23 22 37 25 28 27 27 20
internal_value=0 -0.00828787 -0.0184184 -0.0437157 0.00665804 -0.0317557 -0.0452354 -0.0595252 0.053472 -0.0156919 -0.00354191 0.0130333 -0.00760498 0.0110589 -0.0443331 -0.0283846 -0.00216203 0.0165582
internal_weight=0 484 456 227 229 207 170 138 74 155 129 106 84 62 112 82 55 42
internal_count=506 484 456 227 229 207 170 138 74 155 129 106 84 62 112 82 55 42
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=20
num_cat=0
split_feature=12 6 10 6 7 7 12 11 12 7 5 6 12 9 12 5 12 12 0
split_gain=68.8948 263.319 66.5318 59.7268 38.2813 20.9884 14.5192 13.0446 15.1557 11.2311 10.6119 8.51006 8.0441 7.19942 5.95347 5.56841 5.25553 5.09933 5.04652
threshold=9.5350000000000019 89.550000000000011 15.250000000000002 74.65000000000002 1.4577500000000003 3.6522500000000004 4.7750000000000012 105.24000000000001 23.280000000000005 6.2047500000000007 5.9220000000000015 49.800000000000004 18.100000000000005 306.00000000000006 14.680000000000001 6.3740000000000014 15.695000000000002 18.055000000000003 0.53556000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 -4 -7 -6 9 10 14 15 13 -12 -9 -8 18 -16 -15
right_child=4 -3 3 -5 7 6 11 8 -10 -11 12 -13 -14 16 17 -17 -18 -19 -20
leaf_value=0.1523629583694317 -0.16390835507772863 0.38959236405789854 0.099816743497337615 -0.16644906779022323 -0.080882385931909093 -0.081949310546571563 -0.0015588859924011761 -0.055870187463792603 -0.085373965092003345 -0.076263486547395593 0.050750456899404529 -0.047063444980553225 0.078286655247211456 -0.026412643071186421 0.033873876680930455 0.05531092330136083 -0.051101987734436999 -0.036680494695901872 0.033853161188237599
leaf_weight=27 20 20 21 23 32 22 36 37 26 20 30 21 20 24 21 33 20 20 33
leaf_count=27 20 20 21 23 32 22 36 37 26 20 30 21 20 24 21 33 20 20 33
internal_value=0 0.0450808 0.00742921 -0.0176555 -0.0302026 0.00807575 -0.00912568 -0.0207535 -0.0130876 -0.00473452 0.00224391 0.00867565 0.0200745 0.00919369 -0.0267879 0.0256397 -0.00699726 -0.00054289 0.00847809
internal_weight=0 203 183 156 303 133 112 283 251 225 205 90 127 107 78 69 77 41 57
internal_count=506 203 183 156 303 133 112 283 251 225 205 90 127 107 78 69 77 41 57
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=18
num_cat=0
split_feature=7 5 9 6 11 9 6 12 5 7 6 7 11 0 5 5 2
split_gain=63.2728 62.5188 22.8983 15.5583 18.4329 13.2068 25.1956 22.7556 14.1192 13.0441 6.30446 8.56379 7.31037 5.80332 5.39323 6.97975 7.2527
threshold=1.4784000000000004 7.7280000000000006 222.50000000000003 97.950000000000017 105.24000000000001 274.50000000000006 49.800000000000004 5.0600000000000014 6.6050000000000013 1.7508500000000002 36.70000000000001 5.4972000000000003 354.62500000000006 0.12697000000000003 5.7580000000000009 6.1750000000000016 10.300000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -7 10 -5 11 -9 -12 -14 -15 16 -16
right_child=1 -3 3 9 5 7 -8 8 -10 -11 12 -13 13 14 15 -17 -18
leaf_value=0.14610603355935642 0.076541732519865041 0.15609177249399098 -0.096551299267090288 -0.014996118098497392 0.0075295305448687738 -0.10040135951269241 -0.11545990846089778 0.080829744837246836 0.064170721447781506 -0.12154761864631265 -0.052211280624297529 -0.0086425068950199569 -0.0356191221314172 -0.029186262700844696 0.013805774779933873 -0.012121322861797103 0.086957236023052886
leaf_weight=28 25 22 26 20 36 21 31 20 38 27 33 23 36 27 33 37 23
leaf_count=28 25 22 26 20 36 21 31 20 38 27 33 23 36 27 33 37 23
internal_value=0 -0.00855851 -0.0165022 -0.0218991 -0.0152521 -0.00934774 -0.049376 -0.0001316 0.00766716 -0.0762066 -0.00158773 0.0329725 -0.00945064 -0.000405125 0.0101591 0.0215819 0.0438501
internal_weight=0 478 456 431 384 358 67 291 270 47 232 43 189 156 120 93 56
internal_count=506 478 456 431 384 358 67 291 270 47 232 43 189 156 120 93 56
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=20
num_cat=0
split_feature=4 7 5 7 11 5 9 10 2 12 9 5 11 2 6 11 7 12 5
split_gain=53.1605 231.732 103.462 28.0411 25.6805 17.471 17.3561 10.5686 17.3922 15.9151 14.3711 10.5702 9.88394 7.88213 7.44358 6.97617 6.80965 4.08749 1.02246
threshold=0.6695000000000001 1.7508500000000002 7.7280000000000006 1.5224500000000003 362.63500000000005 6.2495000000000003 222.50000000000003 17.700000000000006 3.4250000000000003 5.7350000000000003 274.50000000000006 6.3165000000000004 387.91500000000002 6.3050000000000006 45.650000000000013 354.62500000000006 2.4579000000000004 14.645000000000001 6.0935000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 16 15 -6 8 -8 -9 -11 14 -10 -14 -12 -5 -3 18 -16
right_child=3 2 -4 5 6 -7 7 9 12 10 11 -13 13 -15 17 -17 -18 -19 -20
leaf_value=0.34806664753239602 -0.17094481619307772 -0.1254427732391791 0.21477086217630481 -0.038578075733359744 0.077896208874881273 -0.093328013555968523 -0.05944235522377616 -0.10877149055479095 0.094690162485296089 -0.072896125497679945 0.032633290626108646 0.047175913548895297 -0.010774042722033828 0.066784374574199321 -0.063135584701712308 0.038492395728826526 -0.044819419980049138 -0.0043620955418137942 -0.03346837309322187
leaf_weight=20 20 22 21 23 24 34 24 20 22 34 24 35 38 20 26 24 20 34 21
leaf_count=20 20 22 21 23 24 34 24 20 22 34 24 35 38 20 26 24 20 34 21
internal_value=0 0.0161865 -0.00105404 -0.0649062 -0.0135055 -0.0387238 -0.00391262 -0.0105013 0.0152196 -0.0242898 -0.0145792 -0.000416545 0.0376182 0.0159702 -0.0162807 0.000777059 -0.0870507 -0.0307737 -0.04988
internal_weight=0 405 385 101 364 81 322 298 104 194 174 140 80 58 105 47 42 81 47
internal_count=506 405 385 101 364 81 322 298 104 194 174 140 80 58 105 47 42 81 47
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=20
num_cat=0
split_feature=7 10 5 12 9 6 11 5 4 0 11 12 5 11 0 12 6 7 6
split_gain=46.4097 48.5239 95.4116 43.116 20.0692 13.0849 11.9291 11.8041 11.0673 9.10974 8.29692 8.2518 7.90178 6.435 6.118 4.23252 6.21294 7.66496 2.58673
threshold=1.4327500000000002 17.850000000000005 7.4795000000000007 5.660000000000001 254.50000000000003 45.050000000000004 392.71500000000009 6.0440000000000014 0.46650000000000008 0.22948000000000005 388.29500000000007 7.8900000000000015 5.4080000000000004 368.40500000000003 0.069620000000000015 9.0600000000000005 87.350000000000009 2.1647500000000002 77.750000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 8 10 9 -5 -7 11 -6 -11 -14 -8 -9 18 -18 -17
right_child=1 3 -4 5 6 7 14 15 -10 12 -12 -13 13 -15 -16 16 17 -19 -20
leaf_value=0.14204975027929653 0.097449272906496409 -0.161561185595296 0.22597165570958802 -0.012817951625791088 -0.061527930460870267 -0.092701508019220183 -0.0070830020308494572 -0.045998322380625685 0.082504772465853471 0.019982142746448519 -0.083796768991843518 0.020860010655897279 -0.091399191956861622 -0.024550484979732168 0.061569220883150901 0.006965936365581695 0.017459033840689166 -0.05463866624825945 0.057216684436425573
leaf_weight=22 21 23 23 29 20 37 25 23 21 21 23 31 24 36 27 21 29 30 20
leaf_count=22 21 23 23 29 20 37 25 23 21 21 23 31 24 36 27 21 29 30 20
internal_value=0 -0.00645681 0.0365756 -0.0297546 0.00694221 -0.0193369 -0.0081423 -0.0289955 0.0272176 -0.0515909 -0.0339355 -0.011449 -0.032812 -0.05129 0.0285633 -0.00731863 0.0015777 -0.0192008 0.0314785
internal_weight=0 484 170 314 147 291 126 241 50 118 74 51 81 60 52 123 100 59 41
internal_count=506 484 170 314 147 291 126 241 50 118 74 51 81 60 52 123 100 59 41
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=19
num_cat=0
split_feature=0 7 2 9 5 7 8 11 2 10 12 6 5 0 7 6 10 5
split_gain=44.8792 167.371 40.228 43.2744 29.1965 28.381 22.9235 22.3065 19.6427 13.3244 20.4686 20.5978 7.16762 7.24195 5.85852 10.9543 4.39794 2.76457
threshold=15.718000000000002 1.5313500000000002 4.8950000000000005 264.50000000000006 7.1940000000000008 1.9283000000000003 3.5000000000000004 354.62500000000006 3.4250000000000003 16.500000000000004 5.5100000000000007 36.000000000000007 5.9220000000000015 0.78805500000000006 3.2986000000000004 82.550000000000011 19.650000000000002 6.2245000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -4 -5 -8 -11 -12 13 -13 15 -14 -16 -17
right_child=-2 2 5 8 -6 6 9 -9 -10 10 11 12 14 -15 16 17 -18 -19
leaf_value=0.27014775708641697 -0.12796207554638386 0.048093549563334538 -0.17540300022810698 -0.051796709879850737 0.20662584056456887 -0.09625206750271649 0.060141856993238131 -0.036065558978804833 0.061753508388996126 -0.10247469754381613 0.084138695195317276 -0.013847483623151977 0.076650731671940198 -0.091532456576824184 -0.00085267274442947277 0.022013481771168505 -0.055845629065655746 -0.021699828033645951
leaf_weight=23 26 26 20 39 21 29 30 27 25 22 25 30 22 20 33 23 26 39
leaf_count=23 26 26 20 39 21 29 30 27 25 22 25 30 22 20 33 23 26 39
internal_value=0 0.00693128 -0.00631594 0.0460661 0.118927 -0.0231206 -0.0117655 -0.0953581 -0.00744116 -0.00269106 -0.0105452 -0.00126788 -0.0123309 -0.0449215 -0.000935606 0.0160278 -0.0250869 -0.0054836
internal_weight=0 480 457 111 47 346 299 47 64 270 240 218 193 50 143 84 59 62
internal_count=506 480 457 111 47 346 299 47 64 270 240 218 193 50 143 84 59 62
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=19
num_cat=0
split_feature=12 6 7 2 9 2 12 0 5 4 7 0 7 0 6 12 6 6
split_gain=40.3946 178.159 54.1344 50.859 26.3082 30.8683 22.2772 8.81278 12.923 7.5623 10.1135 13.8405 7.95373 9.42278 5.9394 5.92052 6.79157 9.74708
threshold=9.5350000000000019 89.550000000000011 1.4577500000000003 9.7950000000000017 264.50000000000006 4.4400000000000004 4.9750000000000005 0.057845000000000001 6.4860000000000015 0.71550000000000014 2.0685500000000006 12.524750000000003 6.0721500000000006 1.1286950000000002 86.000000000000014 10.805000000000001 69.300000000000011 86.700000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -6 -8 -9 10 11 -4 13 15 -15 -12 -17 -18
right_child=2 -3 9 -5 6 -7 7 8 -10 -11 12 -13 -14 14 -16 16 17 -19
leaf_value=0.14870754066854716 -0.18212538044899704 0.31789707355201247 -0.092768635342104569 -0.12898190224170686 -0.085616878389667431 -0.0001610767382841844 -0.017252809915578728 0.00032868992699229202 0.1102386911213398 0.031623638612883434 -0.021045509154169723 0.0079077404331077232 -0.063413185579702255 0.0073907549614491671 -0.058025745498016479 0.073723934103663152 -0.039858693900433458 0.046072399096958566
leaf_weight=30 20 20 36 25 26 26 33 23 20 35 29 22 22 23 35 26 22 33
leaf_count=30 20 20 36 25 26 26 33 23 20 35 29 22 22 23 35 26 22 33
internal_value=0 0.0345191 -0.0231267 0.00354887 0.0245189 0.07959 -0.00571616 0.0216183 0.0514496 -0.01189 -0.0180311 -0.054581 -0.0068737 0.000530278 -0.0320847 0.0177273 0.0316089 0.0117
internal_weight=0 203 303 183 158 56 102 76 43 283 248 58 190 168 58 110 81 55
internal_count=506 203 303 183 158 56 102 76 43 283 248 58 190 168 58 110 81 55
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=20
num_cat=0
split_feature=7 10 5 12 9 11 6 4 12 4 9 10 11 11 7 7 0 10 12
split_gain=35.5193 30.1214 64.3742 35.2272 14.2295 10.1423 9.23445 9.87281 10.0538 8.02818 7.44601 7.68063 6.80734 7.74061 6.79293 7.39696 6.17736 4.0189 1.7842
threshold=1.4784000000000004 17.850000000000005 7.4795000000000007 5.660000000000001 254.50000000000003 392.71500000000009 45.050000000000004 0.71550000000000014 23.645000000000007 0.46650000000000008 274.50000000000006 19.150000000000002 388.29500000000007 371.90000000000003 2.9393500000000006 2.4579000000000004 5.5111050000000015 16.050000000000004 12.965000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 12 9 8 10 -5 -8 -12 13 -6 15 16 -13 -7 -16
right_child=1 3 -4 6 5 17 7 -9 -10 -11 11 14 -14 -15 18 -17 -18 -19 -20
leaf_value=0.10946920295911176 0.079201505723453705 -0.14404074219257937 0.18302934403004856 -0.010461945806084009 -0.04905476559485708 0.057766192951904875 -0.070332165434956559 0.034455315883343038 -0.090391028292477138 0.070724779810933835 0.031154239748915038 0.0068450535048863717 -0.080296473340554675 0.029239466073720351 -0.038092093430459502 0.036496939353644849 -0.056582618855378214 0.0011077639736956166 -0.080331839583814152
leaf_weight=28 21 23 23 29 28 21 28 26 25 21 30 28 22 23 20 25 34 31 20
leaf_count=28 21 23 23 29 28 21 28 26 25 21 30 28 22 23 20 25 34 31 20
internal_value=0 -0.00641242 0.0275313 -0.0249771 0.00303503 -0.00976094 -0.0154021 -0.0236729 -0.0308698 0.0236365 -0.0228264 -0.014354 -0.033802 -0.0137456 -0.025104 -0.00942212 -0.0279379 0.0239891 -0.059212
internal_weight=0 478 169 309 146 125 286 236 210 50 185 157 73 51 127 87 62 52 40
internal_count=506 478 169 309 146 125 286 236 210 50 185 157 73 51 127 87 62 52 40
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=20
num_cat=0
split_feature=4 7 5 7 4 12 5 7 5 0 10 2 11 2 12 5 7 0 2
split_gain=34.7075 158.68 48.223 29.65 16.6083 17.591 14.991 14.777 14.4193 10.8687 10.9502 9.58071 7.40452 6.6782 5.78627 7.04458 5.53129 4.34106 2.67584
threshold=0.6695000000000001 1.7508500000000002 7.7280000000000006 1.5224500000000003 0.52800000000000014 8.3450000000000006 5.8530000000000006 6.0721500000000006 6.2495000000000003 0.050020000000000002 16.850000000000005 5.160000000000001 393.23500000000007 8.3500000000000032 12.020000000000001 6.0035000000000007 7.3184500000000012 7.0365050000000009 6.660000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 7 -6 -7 9 17 -3 -11 -12 16 18 -8 -16 -9 -5 -13
right_child=3 2 -4 8 5 6 14 12 -10 10 11 13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.2877090772986412 -0.16148318581283094 -0.03275071740723573 0.14615817289976848 0.044179955834434154 -0.12406781297177077 -0.077040558755397795 0.042507321181862311 -0.016549117338250985 -0.075128357249366895 0.10415413390312876 0.08285166418010538 0.0060002006590366367 0.0071491384050912325 0.042947760685638062 0.021918433274214083 -0.049198715860644976 -0.085300412446260465 -0.016949493480989567 -0.042878638289957527
leaf_weight=20 20 26 21 21 20 35 24 22 34 21 22 24 36 32 26 30 25 26 21
leaf_count=20 20 26 21 21 20 35 24 22 34 21 22 24 36 32 26 30 25 26 21
internal_value=0 0.0130789 -0.00118765 -0.0524449 -0.00968837 -0.0375088 -0.022455 0.00671229 -0.0255219 0.0258653 0.0385655 0.0246527 -0.0269786 0.00802444 0.00142617 -0.01618 -0.053119 0.0103637 -0.0168099
internal_weight=0 405 385 101 364 135 115 229 81 146 120 99 83 77 80 56 47 47 45
internal_count=506 405 385 101 364 135 115 229 81 146 120 99 83 77 80 56 47 47 45
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=20
num_cat=0
split_feature=0 7 11 10 12 7 6 8 7 12 7 4 11 4 0 9 6 6 0
split_gain=31.4449 119.68 22.7383 41.7579 25.8048 21.0943 12.7698 18.1429 16.0535 8.44781 11.8537 8.61291 7.80152 5.36779 5.34454 4.7232 4.00362 3.08985 2.47042
threshold=15.718000000000002 1.5224500000000003 354.62500000000006 14.750000000000002 3.9900000000000007 1.9071500000000003 64.90000000000002 3.5000000000000004 3.6522500000000004 7.4750000000000005 6.5450500000000007 0.44750000000000006 386.51500000000004 0.60100000000000009 0.12299 387.50000000000006 84.65000000000002 40.050000000000004 0.54251000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 8 -8 -6 10 11 -10 -9 -7 17 16 -14 -11 -17
right_child=-2 2 3 4 6 13 7 12 9 14 -12 -13 15 -15 -16 18 -18 -19 -20
leaf_value=0.24527350354008376 -0.10711096995151961 -0.14075726625465212 0.12032605606484517 -0.1147989722713828 0.10611076161265375 -0.061455341428518301 -0.093742774914090457 0.038866743281045384 0.10648825590809186 -0.0027334851771593097 -0.022864861025110539 0.019864505732601342 -0.019698932522442193 0.0054263201705180113 0.022860290882764041 -0.062392432716759774 0.032588289947145514 -0.054196517169475558 -0.019628543156265679
leaf_weight=20 26 21 29 20 20 20 26 34 24 20 23 22 32 30 27 22 27 28 35
leaf_count=20 26 21 29 20 20 20 26 34 24 20 23 22 32 30 27 22 27 28 35
internal_value=0 0.00580184 -0.00460997 0.00488852 -0.00441061 -0.056651 0.00208282 -0.0166248 0.0221592 0.0104993 0.0357514 0.0650595 -0.00325764 -0.0213263 -0.0127326 -0.0156044 0.00422912 -0.0327536 -0.0361339
internal_weight=0 480 460 389 360 71 340 176 164 144 69 46 150 50 75 116 59 48 57
internal_count=506 480 460 389 360 71 340 176 164 144 69 46 150 50 75 116 59 48 57
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=19
num_cat=0
split_feature=4 7 5 7 5 4 12 5 7 0 2 2 4 11 10 5 5 0
split_gain=25.963 119.413 37.6381 27.5581 12.9265 12.774 15.0141 11.911 11.4186 8.15296 8.16361 8.08976 6.74256 6.22418 5.98761 4.52727 7.72703 3.56186
threshold=0.6695000000000001 1.7508500000000002 7.7280000000000006 1.5224500000000003 6.2495000000000003 0.52800000000000014 8.3450000000000006 5.8530000000000006 6.0721500000000006 0.050020000000000002 5.160000000000001 7.6250000000000009 0.43745000000000006 386.21500000000003 17.850000000000005 6.3165000000000004 6.0035000000000007 7.0365050000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -2 17 8 -7 -8 9 -3 -11 14 13 -10 -12 16 -9 -5
right_child=3 2 -4 4 -6 6 7 15 12 10 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.24955176025629044 -0.15048106975853445 -0.028121777917616643 0.12910986077927408 0.045204990765168554 -0.066372204731006232 -0.11294092010706663 -0.067721296657941174 0.02167389268248246 -0.049320101471883912 0.075127304016667257 0.030777962915599345 0.050914750448786295 -0.068495143561934438 0.018516753167894327 -0.041412313241097669 0.037506320685148239 -0.053402231662319256 -0.010167116151065924
leaf_weight=20 20 26 21 21 34 20 35 29 21 34 20 39 24 38 27 25 26 26
leaf_count=20 20 26 21 21 34 20 35 29 21 34 20 39 24 38 27 25 26 26
internal_value=0 0.0113119 -0.0010642 -0.0453596 -0.0194036 -0.00857425 -0.0329727 -0.0190652 0.00580915 0.0226456 0.0336453 0.0172454 -0.0238069 -0.00562857 -0.010693 0.00222179 -0.0138166 0.0145736
internal_weight=0 405 385 101 81 364 135 115 229 146 120 86 83 59 47 80 55 47
internal_count=506 405 385 101 81 364 135 115 229 146 120 86 83 59 47 80 55 47
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=20
num_cat=0
split_feature=0 7 11 10 12 12 4 6 12 7 9 2 11 6 11 11 12 5 6
split_gain=24.6148 84.2545 17.9552 31.683 23.6368 17.9042 11.2752 10.4154 17.9373 8.87081 7.39653 8.57532 5.85892 5.32771 8.29993 4.64765 7.7428 3.28609 2.16813
threshold=17.339250000000003 1.5136000000000001 368.40500000000003 14.750000000000002 3.9900000000000007 13.275 0.61150000000000004 64.90000000000002 7.8900000000000015 3.8611500000000007 332.00000000000006 4.8950000000000005 105.24000000000001 98.050000000000011 387.91500000000002 390.66000000000003 8.6300000000000008 6.3810000000000011 88.450000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 -7 9 -9 -6 11 -11 -8 14 -10 -13 -17 18 -16
right_child=-2 2 3 4 7 6 12 8 13 10 -12 15 -14 -15 17 16 -18 -19 -20
leaf_value=0.20576779641211035 -0.10107229727765787 -0.12061400368161823 0.11205263381394058 -0.10792192965745927 0.075820126298528467 -0.077357996929259543 -0.026788012743927538 -0.089617321869501707 0.056851229164749384 0.077990276502290123 -0.027520060842590673 0.046744382089894752 0.047995719008825044 -0.042457487744589649 -0.031181540550329748 0.027122966142307071 -0.05057109147310257 0.030661129616200922 0.0033672177616287679
leaf_weight=20 23 23 26 20 26 21 20 26 28 24 35 23 22 24 39 29 23 20 34
leaf_count=20 23 23 26 20 26 21 20 26 28 24 35 23 22 24 39 29 23 20 34
internal_value=0 0.00481297 -0.00386759 0.00553794 -0.00235204 -0.0450988 -0.0175297 0.0040268 -0.013132 0.0223652 0.0119934 0.0259628 0.0123844 0.000582639 0.00911952 0.00931402 -0.00724171 -0.00525131 -0.0150903
internal_weight=0 483 463 377 351 86 63 331 171 160 134 99 42 145 121 75 52 93 73
internal_count=506 483 463 377 351 86 63 331 171 160 134 99 42 145 121 75 52 93 73
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=18
num_cat=0
split_feature=12 7 9 5 12 11 6 11 0 4 12 5 1 5 0 4 6
split_gain=25.0599 65.0978 16.0381 27.387 11.8691 8.52235 7.11435 7.01237 9.69992 11.223 6.4965 5.27929 3.86489 2.7519 7.00517 8.68204 5.41037
threshold=26.795000000000005 1.5224500000000003 264.50000000000006 7.221000000000001 5.3100000000000014 395.61000000000007 98.250000000000014 105.24000000000001 0.11915000000000002 0.45100000000000007 7.5500000000000007 6.4055000000000009 21.500000000000004 6.1750000000000016 3.6856650000000006 0.53500000000000014 79.450000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 12 -3 7 -6 9 10 -9 13 -4 14 15 -10 -17
right_child=-2 2 4 -5 6 -7 -8 8 11 -11 -12 -13 -14 -15 -16 16 -18
leaf_value=0.1773501368239522 -0.095619956919780147 -0.025768537628345002 -0.094338159412145628 0.13532897766147342 -0.051577958241105087 0.046542692503758837 -0.051190904023185858 0.044263586781919002 0.046063937729923059 -0.063465308292936048 -0.02587042964462723 0.056195411558166666 -0.032169930152595047 -0.014086468734249874 0.062979238107800484 0.019260543779186581 -0.042829813209310591
leaf_weight=21 26 39 20 21 25 28 31 25 32 39 28 29 20 37 26 23 36
leaf_count=21 26 39 20 21 25 28 31 25 32 39 28 29 20 37 26 23 36
internal_value=0 0.00517941 -0.00269768 0.0356833 -0.0118015 0.00445108 -0.0055837 -0.000870951 0.00373878 -0.0227492 0.00721165 0.0170552 -0.063254 0.00968458 0.0172019 0.00412269 -0.0186251
internal_weight=0 480 459 88 371 67 331 300 275 92 53 183 40 154 117 91 59
internal_count=506 480 459 88 371 67 331 300 275 92 53 183 40 154 117 91 59
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=21
num_cat=0
split_feature=12 6 7 6 5 12 0 10 4 4 4 6 7 12 7 11 6 9 8 6
split_gain=21.7171 113.913 67.0273 39.9056 17.0552 15.6185 8.342 16.0044 5.88799 5.46394 4.49957 7.37471 7.09761 9.49522 6.96506 4.70517 3.01435 2.99013 2.86931 2.34576
threshold=9.5350000000000019 89.550000000000011 1.4577500000000003 74.65000000000002 7.1210000000000013 4.8450000000000006 0.053660000000000006 18.250000000000004 0.43200000000000005 0.71550000000000014 0.6070000000000001 97.950000000000017 3.9258500000000005 17.590000000000003 2.8954500000000007 392.31500000000005 74.100000000000009 304.50000000000006 5.5000000000000009 47.300000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 8 -8 -7 10 12 15 13 14 18 -12 19 -9 -4 -14
right_child=2 -3 9 -5 -6 6 7 17 -10 -11 11 -13 16 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.073985116691751923 -0.19387952936813235 0.25190515708178285 -0.0021941327489912511 -0.11684915073215962 0.084315369138494134 0.022481273701414468 0.1080728223628324 -0.023956000482430684 -0.053332952957689056 0.032533443790993523 0.015818276074851919 -0.069340714452595542 -0.031003980338573458 0.071935567756493887 0.038294675254396032 -0.045308291018009185 -0.049131518512450421 0.030726126208901406 -0.053479628227651121 0.017429066523909572
leaf_weight=22 20 20 24 25 32 20 23 20 21 35 34 29 20 24 28 20 29 20 20 20
leaf_count=22 20 20 24 25 32 20 23 20 21 35 34 29 20 24 28 20 29 20 20 20
internal_value=0 0.0253104 -0.0169571 0.000545909 0.0191211 0.0025638 0.0187568 0.0416044 -0.0163504 -0.00445376 -0.00967373 -0.0286654 -0.000120361 0.017463 -0.000694456 -0.00682119 -0.0245842 0.00338506 -0.0255057 -0.00678746
internal_weight=0 203 303 183 158 126 104 63 41 283 248 83 165 96 72 54 69 40 44 40
internal_count=506 203 303 183 158 126 104 63 41 283 248 83 165 96 72 54 69 40 44 40
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=20
num_cat=0
split_feature=12 6 7 6 5 12 0 10 5 9 7 4 7 12 6 8 6 12 12
split_gain=17.5908 92.2699 54.2921 33.4249 23.6476 12.2138 6.61764 13.7179 5.03581 4.47768 4.29334 6.50672 4.24147 4.68907 3.9085 3.58959 2.73662 2.21206 1.5624
threshold=9.5350000000000019 89.550000000000011 1.4577500000000003 71.15000000000002 7.1210000000000013 4.8450000000000006 0.066025000000000014 18.350000000000005 6.3810000000000011 291.00000000000006 2.0037000000000007 0.69650000000000001 3.9258500000000005 17.590000000000003 81.750000000000014 4.5000000000000009 52.400000000000006 12.865 13.185000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 9 -8 10 -7 11 -4 13 15 16 -12 -14 -17 -10
right_child=2 -3 8 -5 -6 6 7 -9 18 -11 12 -13 14 -15 -16 17 -18 -19 -20
leaf_value=-0.066586604561995374 -0.17449157246854158 0.226714648604393 -0.060318047284252121 -0.09234608630649746 0.10133373673266635 0.017032043415831418 0.10539601237978787 -0.00017751052509993315 0.003137833029031754 -0.044266365603967149 0.034247846617585141 0.0046228400811001115 -0.028357467924555142 0.048207753002643586 -0.058906785901635887 0.010563815154297197 0.021728147044777872 -0.028928180109407453 0.039221064948166413
leaf_weight=22 20 20 36 32 29 26 20 32 20 22 21 27 24 25 20 23 20 37 30
leaf_count=22 20 20 36 32 29 26 20 32 20 22 21 27 24 25 20 23 20 37 30
internal_value=0 0.0227793 -0.0152614 0.000491319 0.0201655 0.000871375 0.0157121 0.0404277 -0.00400838 -0.0110631 -0.0101878 -0.0324862 -0.00192428 0.0103493 -0.0222524 -0.00133543 -0.00559128 -0.0137896 0.0247878
internal_weight=0 203 303 183 151 122 100 52 283 48 233 63 170 106 64 81 44 60 50
internal_count=506 203 303 183 151 122 100 52 283 48 233 63 170 106 64 81 44 60 50
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=19
num_cat=0
split_feature=7 6 7 12 2 1 7 5 0 5 7 0 7 2 0 7 5 11
split_gain=20.0554 12.5543 20.6681 16.2548 30.3261 16.1521 12.8734 9.87981 9.52817 8.28062 7.75403 7.56484 6.95983 4.94661 5.29714 4.32779 3.60621 2.79259
threshold=1.4327500000000002 41.300000000000004 6.5450500000000007 9.0600000000000005 9.7950000000000017 37.500000000000007 3.2074500000000001 6.0440000000000014 0.19729500000000003 6.6895000000000007 4.9906000000000015 12.524750000000003 2.0685500000000006 9.7950000000000017 5.6808650000000007 3.0407000000000006 6.4000000000000012 389.41500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 10 -3 11 -9 -8 -2 12 -5 -10 -15 -14 -16 -17
right_child=1 3 -4 7 -6 -7 9 8 13 -11 -12 -13 15 14 16 17 -18 -19
leaf_value=0.093379443308169205 0.070571729150556387 0.045677361772819003 -0.034575261686665887 -0.065040382299874286 -0.15233119319785726 0.12283209332575401 -0.0038015616465021267 0.068027776082356772 -0.04067384149180725 -0.089616416597171969 -0.0081283115932056973 0.034963224811310117 0.013954809661954642 0.042142266221344475 -0.037455658648501748 -0.060839288979768757 0.0198013997213407 -0.013747452035108033
leaf_weight=22 21 22 39 37 22 24 22 30 20 23 31 22 35 38 22 20 22 34
leaf_count=22 21 22 39 37 22 24 22 30 20 23 31 22 35 38 22 20 22 34
internal_value=0 -0.00424452 0.0246049 -0.0132355 -0.0504629 0.0549737 -0.0170136 -0.00140255 0.0184876 -0.0476625 0.0236544 -0.0191425 -0.0285895 0.00391702 0.0147928 -0.0134357 -0.00882713 -0.0311889
internal_weight=0 484 115 369 89 76 67 280 132 45 52 148 126 102 82 89 44 54
internal_count=506 484 115 369 89 76 67 280 132 45 52 148 126 102 82 89 44 54
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=19
num_cat=0
split_feature=7 6 7 10 12 2 7 5 0 12 7 0 7 7 6 7 7 8
split_gain=16.2448 10.1689 16.7412 13.9012 13.1664 24.5641 10.4275 8.00264 7.71782 7.02267 6.37422 6.12752 5.63746 4.54281 5.3923 3.50551 2.50154 2.47724
threshold=1.4327500000000002 41.300000000000004 6.5450500000000007 16.050000000000004 9.0600000000000005 9.7950000000000017 3.2074500000000001 6.0440000000000014 0.19729500000000003 6.0950000000000015 4.9906000000000015 12.524750000000003 2.0685500000000006 2.1777500000000005 91.65000000000002 3.0407000000000006 1.9478000000000002 4.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 11 -9 -8 -5 12 -6 16 -15 -14 -10 -17
right_child=1 4 -4 10 7 -7 9 8 13 -11 -12 -13 15 14 -16 17 -18 -19
leaf_value=0.084041496433995 0.12104083978570999 0.041109622405333952 -0.0311177357696952 0.064329750220412804 -0.058536344499805493 -0.13709807314655997 -0.087063448037952185 0.061224999030431118 0.004680595885623585 -0.007562471803277732 -0.0042485479942776941 0.031466902352192183 0.012559329691742147 0.0079827350907419863 -0.055158291987719987 -0.010310767852934078 0.052932814827987132 -0.053901574455878953
leaf_weight=22 20 22 39 23 37 22 20 30 22 25 33 22 35 38 21 32 21 22
leaf_count=22 20 22 39 23 37 22 20 30 22 25 33 22 35 38 21 32 21 22
internal_value=0 -0.00382007 0.0221444 0.0494763 -0.011912 -0.0454166 -0.0153122 -0.0012623 0.0166389 -0.0428962 0.0239175 -0.0172282 -0.0257305 0.00352531 -0.0144912 -0.0120922 0.0282456 -0.02807
internal_weight=0 484 115 76 369 89 67 280 132 45 56 148 126 102 59 89 43 54
internal_count=506 484 115 76 369 89 67 280 132 45 56 148 126 102 59 89 43 54
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=20
num_cat=0
split_feature=0 7 11 5 11 12 11 6 1 5 4 0 4 6 11 11 9 7 6
split_gain=17.301 69.9816 15.0261 21.3057 20.6366 10.1338 8.83818 8.56397 8.54823 6.70722 4.99234 11.5541 5.32382 4.87846 5.65691 5.78587 7.48721 4.34837 2.10313
threshold=15.718000000000002 1.5313500000000002 368.40500000000003 7.7280000000000006 338.77500000000003 4.8450000000000006 105.24000000000001 41.300000000000004 15.000000000000002 6.4815000000000014 0.49600000000000005 0.12697000000000003 0.47800000000000004 98.050000000000011 386.51500000000004 392.52500000000003 387.50000000000006 6.2950000000000008 28.600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 6 -4 -3 9 10 18 12 -12 -9 14 -13 -16 -17 -10 -7
right_child=-2 2 3 -5 -6 7 -8 8 17 -11 11 13 -14 -15 15 16 -18 -19 -20
leaf_value=0.17450591869166365 -0.079450016411451205 -0.049859416512772446 -0.051167860546627565 0.10202566058862778 -0.11277410764180656 -0.0096064820208332756 0.031943785745118351 -0.0029297473281621935 -0.075031518725597338 0.078757179172142699 -0.056040324462468143 0.062350928240820114 0.068357163447548039 -0.034257436295350392 -0.037612363518300385 0.065495089907199142 -0.0070229892911655564 -0.011275851827813314 0.031395783981886409
leaf_weight=23 26 25 37 21 28 22 28 20 23 23 34 23 22 21 22 24 35 20 29
leaf_count=23 26 25 37 21 28 22 28 20 23 23 34 23 22 21 22 24 35 20 29
internal_value=0 0.00430354 -0.00426244 0.00415372 -0.0433301 -0.00163589 -0.00664263 0.00412727 -0.00491016 0.0339264 0.00374708 -0.00435283 0.034411 0.00970617 0.0185834 0.00615562 0.0224759 -0.0453777 0.0137085
internal_weight=0 480 457 376 81 355 53 318 244 74 201 159 42 125 104 81 59 43 51
internal_count=506 480 457 376 81 355 53 318 244 74 201 159 42 125 104 81 59 43 51
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=18
num_cat=0
split_feature=12 7 9 11 11 10 12 11 0 6 7 7 12 6 2 5 10
split_gain=16.0071 45.866 9.34132 7.65444 24.3134 13.6376 14.6985 12.1516 6.11261 11.1306 17.3223 8.46481 3.48194 3.05678 3.90249 2.16706 2.04575
threshold=26.795000000000005 1.5224500000000003 219.00000000000003 371.90000000000003 338.77500000000003 15.250000000000002 4.5750000000000002 105.24000000000001 0.26888000000000006 87.950000000000017 3.2986000000000004 2.5575500000000004 6.5750000000000011 33.050000000000004 7.0150000000000015 5.9840000000000009 18.950000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -5 -7 -4 11 10 -10 -8 -13 -14 16 -11 -15
right_child=-2 2 3 5 -6 6 8 -9 9 15 -12 12 13 14 -16 -17 -18
leaf_value=0.14865735371907551 -0.076421419588419109 0.062679177309785575 -0.037674296347956576 0.057668270994173855 -0.098295714191215883 -0.079324740882962944 -0.06713673977748208 0.055490762700459786 0.12638093989342453 0.015073385508731009 0.0045297074730374981 0.024175121664608779 0.018371498331959762 -0.05125192026333774 0.0063233954793152705 -0.025560245056237493 -0.012116562795232643
leaf_weight=21 26 21 28 38 34 25 23 28 20 21 28 38 28 34 36 35 22
leaf_count=21 26 21 28 38 34 25 23 28 20 21 28 38 28 34 36 35 22
internal_value=0 0.00413949 -0.00247243 -0.00559614 -0.031591 0.00112668 -0.00580423 0.00890823 0.000644938 0.0199652 0.0553011 -0.0104562 -0.00220526 -0.010559 -0.019364 -0.0103226 -0.0358773
internal_weight=0 480 459 438 90 348 310 56 285 104 48 181 158 120 92 56 56
internal_count=506 480 459 438 90 348 310 56 285 104 48 181 158 120 92 56 56
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=21
num_cat=0
split_feature=0 7 11 7 5 6 6 12 6 1 8 0 5 4 7 11 4 6 6 7
split_gain=14.7229 47.3395 11.246 18.0702 16.7935 7.00043 6.74772 7.85051 4.58063 7.23957 11.2638 6.75698 6.2998 5.06961 4.14914 5.07468 2.92096 2.87473 2.31052 2.07615
threshold=17.339250000000003 1.5136000000000001 354.62500000000006 1.9071500000000003 7.7280000000000006 98.350000000000009 96.050000000000011 4.8450000000000006 41.300000000000004 1.0000000180025095e-35 2.5000000000000004 0.079230000000000009 6.4815000000000014 0.46200000000000008 3.2986000000000004 391.38500000000005 0.60100000000000009 28.600000000000005 74.100000000000009 2.7533000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4 12 10 -10 -12 17 -11 15 -13 -5 -9 -16 -17
right_child=-2 2 4 16 -6 -7 -8 8 9 13 11 14 -14 -15 18 19 -18 -19 -20 -21
leaf_value=0.15435305856168272 -0.078168413350763535 -0.11455942159518601 -0.044189798527372044 -0.035925132334232328 0.090942738453547167 -0.053213923991036916 0.059017035476863391 -0.018761472202216588 -0.063625053726136679 -0.0070111853148167331 0.066144426361374228 0.065625946670770638 0.069510601315161458 -0.074289998454263526 0.0056869821223829477 -0.010013961940703373 0.013092434397267719 0.028026208379466473 -0.036138790439814328 0.031311629414558416
leaf_weight=20 23 22 37 20 21 24 20 24 20 24 23 20 23 21 28 31 31 29 25 20
leaf_count=20 23 22 37 20 21 24 20 24 20 24 23 20 23 21 28 31 31 29 25 20
internal_value=0 0.00372231 -0.00278442 -0.0388075 0.00395835 -0.00099198 0.00264085 -0.000828453 0.00474228 -0.00280874 0.00678386 0.0163633 0.0258056 -0.038408 0.00712971 0.0229341 -0.00613014 0.00683933 -0.0140422 0.00619215
internal_weight=0 483 463 73 390 369 345 325 288 212 167 147 76 45 124 71 51 53 53 51
internal_count=506 483 463 73 390 369 345 325 288 212 167 147 76 45 124 71 51 53 53 51
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=20
num_cat=0
split_feature=12 6 7 2 12 7 6 7 4 0 7 0 4 2 12 0 11 11 4
split_gain=13.3409 72.6796 64.4713 23.8091 17.7399 25.8451 5.79281 8.05996 4.60911 5.78087 8.09549 3.44099 6.09916 4.23924 4.15033 4.20507 3.34752 2.59168 2.19083
threshold=9.5350000000000019 89.550000000000011 1.4577500000000003 9.7950000000000017 3.8650000000000007 3.3460000000000005 41.300000000000004 5.4334000000000007 0.71550000000000014 13.982050000000003 2.0162500000000003 1.1286950000000002 0.47800000000000004 10.300000000000002 11.570000000000002 0.20892000000000002 333.24500000000006 389.65500000000003 0.46200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 7 -7 9 10 -4 12 -12 14 -14 -16 -13 -9 -8
right_child=2 -3 8 -5 5 6 18 17 -10 -11 11 16 13 -15 15 -17 -18 -19 -20
leaf_value=-0.06677555853258009 -0.18680680144578221 0.20083367377519609 -0.054798773473926955 -0.090621742725372323 0.13018005004241354 0.0806221316382289 0.0027806965811621575 -0.022316035684198141 0.032942931268896379 0.043112065829336646 -0.029295286844883646 0.0052179285287857063 -0.027518333718383123 0.056899873159177931 0.056618515469811184 -0.0013592085704721255 -0.04298551389399697 0.023572278599021959 -0.042897555232048037
leaf_weight=23 20 20 35 25 21 20 21 20 35 22 35 25 23 23 22 29 34 32 21
leaf_count=23 20 20 35 25 21 20 21 20 35 22 35 25 23 23 22 29 34 32 21
internal_value=0 0.0198377 -0.0132906 5.67237e-05 0.0144046 0.0282353 0.00945597 0.0266727 -0.00102798 -0.00582226 -0.0105858 -0.00248392 0.00648963 0.0194017 0.00774687 0.0236508 -0.0225603 0.00592293 -0.0200584
internal_weight=0 203 303 183 158 135 114 72 283 248 226 191 132 97 74 51 59 52 42
internal_count=506 203 303 183 158 135 114 72 283 248 226 191 132 97 74 51 59 52 42
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=21
num_cat=0
split_feature=12 4 6 11 7 5 6 7 5 9 9 12 11 9 11 12 5 11 8 5
split_gain=12.38 19.9797 15.557 16.5207 16.3978 9.09197 28.1144 11.7621 7.37023 5.48007 4.50385 5.7457 5.63627 3.29595 5.44674 5.10075 2.68895 2.03798 1.87531 1.57998
threshold=4.6950000000000012 0.46650000000000008 97.600000000000009 369.76000000000005 1.6362000000000003 6.8200000000000012 69.950000000000017 1.7572500000000002 6.5915000000000008 225.00000000000003 276.50000000000006 18.715000000000003 370.75500000000005 351.50000000000006 393.54000000000002 11.855000000000002 6.0250000000000012 305.29500000000002 4.5000000000000009 6.0615000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 7 -7 -2 9 -9 -11 12 17 14 19 -15 -17 -12 -16 -14
right_child=2 -3 3 4 -6 6 -8 8 -10 10 11 -13 13 15 18 16 -18 -19 -20 -21
leaf_value=-0.0027861545328050855 0.07891043065623804 0.12462454527616501 0.015895380616188049 -0.14979174114941132 -0.027570760606423668 0.04247982709732076 -0.11402462398012479 0.044988564580031067 0.048801589815411717 -0.042381848500420649 -0.017921906765550374 0.043090563382093723 0.019624698469820231 -0.056490424789843112 0.0074036284253515055 0.030604151012375954 -0.017404355707445317 -0.063065927466377611 -0.031314187003722925 0.056690745679256707
leaf_weight=32 22 20 25 21 23 22 24 23 32 30 20 26 23 21 29 20 28 20 22 23
leaf_count=32 22 20 25 21 23 22 24 23 32 30 20 26 23 21 29 20 28 20 22 23
internal_value=0 0.046218 -0.00529369 -0.0490198 -0.0859035 0.00254295 -0.0391747 0.00820375 0.00329666 -0.00181267 -0.00592117 -0.00120643 -0.00679731 0.00132235 0.0132067 -0.0153846 0.00259919 -0.0404939 -0.00929817 0.0381577
internal_weight=0 52 454 69 44 385 46 339 317 285 262 232 206 166 97 69 48 40 51 46
internal_count=506 52 454 69 44 385 46 339 317 285 262 232 206 166 97 69 48 40 51 46
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=20
num_cat=0
split_feature=12 7 1 12 7 0 8 10 7 9 10 0 6 5 7 7 0 11 5
split_gain=10.5512 38.6715 8.08149 12.7455 6.56925 14.879 9.59933 5.57019 13.5588 10.9087 4.69136 4.66312 2.2755 3.25992 3.58843 2.92851 2.72759 2.53438 2.09219
threshold=26.795000000000005 1.5224500000000003 72.500000000000014 3.9900000000000007 2.0162500000000003 3.6856650000000006 2.5000000000000004 17.850000000000005 6.0721500000000006 322.00000000000006 18.450000000000003 0.13778000000000004 36.000000000000007 6.3135000000000012 2.8806500000000006 3.8611500000000007 4.3050500000000005 389.41500000000002 5.9840000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 8 9 11 -9 -8 -12 14 -14 -16 -15 -17 -7
right_child=-2 2 -4 4 6 18 7 10 -10 -11 12 -13 13 16 15 17 -18 -19 -20
leaf_value=0.13606092585694224 -0.062045258168990793 -0.08428043976426125 0.045760143222287303 -0.080742074432782834 -0.052674851978995976 0.033612814880907539 0.048622479848563674 -0.038115649233604304 -0.039258813493601656 -0.004166453303052829 0.035360673230818727 0.11014483452943916 0.015351621462748603 0.041975292592341534 -0.054848121926188466 -0.035357745426396532 -0.0053470377588555927 0.010961837707846254 -0.012127610072493553
leaf_weight=21 26 20 32 32 28 20 28 29 23 26 22 22 39 29 20 21 21 27 20
leaf_count=21 26 20 32 32 28 20 28 29 23 26 22 22 39 29 20 21 21 27 20
internal_value=0 0.00336079 -0.00271046 -0.00634292 -0.00251307 -0.0299173 0.00337679 0.00848899 0.0280135 0.0483722 -0.000803921 0.0756923 0.005241 0.0010204 -0.00882983 -0.0226986 0.0220999 -0.00930298 0.0107426
internal_weight=0 480 459 427 407 72 335 307 99 76 208 50 179 157 107 68 50 48 40
internal_count=506 480 459 427 407 72 335 307 99 76 208 50 179 157 107 68 50 48 40
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=21
num_cat=0
split_feature=12 4 5 6 5 7 0 6 7 0 4 0 9 11 0 0 5 7 11 1
split_gain=10.5335 16.5742 13.9812 42.4892 16.0594 42.2294 24.1449 9.20774 6.77545 4.26698 5.05791 4.16869 3.95781 4.42218 3.02828 3.81975 3.18473 3.89944 3.08079 1.63481
threshold=4.6950000000000012 0.46650000000000008 6.8200000000000012 81.750000000000014 5.8685000000000009 1.5224500000000003 8.2576700000000027 96.300000000000026 1.8217500000000002 0.047800000000000002 0.44050000000000006 0.071580000000000019 302.00000000000006 386.51500000000004 0.12809000000000001 4.5488950000000008 6.0035000000000007 2.7533000000000003 394.38000000000005 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 7 9 -7 10 -6 -11 -10 -14 19 16 -16 -18 -19 -13
right_child=2 -3 3 -5 6 8 -8 -9 12 11 -12 14 13 -15 15 -17 17 18 -20 -21
leaf_value=-0.0020007504615932705 -0.16251500027370641 0.11404459729790689 0.019101263642791782 -0.1678501056879759 0.014300159625709059 0.041049865862497918 0.08921561964057588 -0.060669941845394315 0.017917494513094427 0.051068284845462553 -0.056818805597722538 -0.029649358868706399 -0.069197380862065727 -0.0069504859149456021 0.056677390187978752 -0.018620337041405342 -0.017620564531534912 0.0068582749304672078 0.058074831737853265 0.0083793135918676844
leaf_weight=32 20 20 31 20 20 26 37 21 20 27 20 26 21 25 25 24 24 24 23 20
leaf_count=32 20 20 31 20 20 26 37 21 20 27 20 26 21 25 25 24 24 24 23 20
internal_value=0 0.0426321 -0.00488297 -0.054213 0.00135979 -0.0308175 0.0137442 0.00275031 -0.00218762 0.00846629 -0.0212593 0.014627 -0.0192206 -0.0353675 0.00869985 0.0170623 0.0259829 0.015175 0.0319217 -0.0131152
internal_weight=0 52 454 51 403 112 291 254 92 233 40 193 66 46 166 120 96 71 47 46
internal_count=506 52 454 51 403 112 291 254 92 233 40 193 66 46 166 120 96 71 47 46
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=21
num_cat=0
split_feature=7 9 12 5 3 0 0 5 11 12 0 6 4 7 6 11 7 10 7 4
split_gain=10.5019 6.74321 14.2436 13.9343 6.51796 6.37089 6.87221 6.07138 5.78366 5.26275 5.19701 4.70352 3.69846 3.35059 5.92336 5.09853 4.33302 2.56517 1.44216 1.18404
threshold=1.4784000000000004 264.50000000000006 4.4750000000000005 7.221000000000001 1.0000000180025095e-35 0.088275000000000006 0.050020000000000002 6.5475000000000012 383.75500000000005 6.6050000000000013 0.088275000000000006 46.050000000000004 0.43400000000000005 1.6634000000000002 97.950000000000017 195.16500000000005 2.1777500000000005 19.150000000000002 2.9393500000000006 0.54100000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 7 6 -2 10 -9 -10 12 -12 -4 -13 15 -15 -17 19 -19 -18
right_child=1 2 4 -5 -6 -7 -8 8 9 -11 11 13 -14 14 -16 16 17 18 -20 -21
leaf_value=0.05952425742787975 -0.015376110162053789 -0.09139397552236915 -0.0054574100673198704 0.092498438415073214 -0.057519165968353103 -0.037302466289007234 0.066529859602451322 0.066558005239652551 -0.031057990803605037 0.040618017688393598 0.036082035585724079 0.027383680105209352 -0.062193879567914535 -0.051572875978890813 -0.05686148208379746 0.037558307964354755 0.030157337673008447 -0.0039946333316038364 -0.033788780844770376 -0.0031115924858528634
leaf_weight=28 21 20 20 21 22 28 20 23 21 20 29 25 27 20 25 28 20 32 33 23
leaf_count=28 21 20 20 21 22 28 20 23 21 20 29 25 27 20 25 28 20 32 33 23
internal_value=0 -0.00348678 -0.00920716 0.0211744 -0.00474048 -0.000532901 0.024578 -0.00138461 0.0264215 0.00390592 -0.00769522 -0.00162412 -0.0380507 -0.00693227 -0.011672 -0.00443015 0.00250261 -0.00658591 -0.0191209 0.0123623
internal_weight=0 478 388 90 368 69 41 346 64 41 282 235 47 206 181 156 136 108 65 43
internal_count=506 478 388 90 368 69 41 346 64 41 282 235 47 206 181 156 136 108 65 43
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=19
num_cat=0
split_feature=0 7 7 6 10 5 12 9 0 5 4 0 11 5 12 5 9 7
split_gain=11.0404 60.24 25.5112 15.941 14.5852 17.8779 6.75018 5.10684 4.18399 6.92479 6.88793 4.01369 4.16722 3.683 5.59374 3.8235 2.80439 1.21895
threshold=9.870020000000002 1.6634000000000002 1.5224500000000003 98.250000000000014 14.750000000000002 7.330000000000001 4.8450000000000006 223.50000000000003 0.066025000000000014 6.4320000000000013 0.45900000000000007 0.12809000000000001 329.75000000000006 5.9220000000000015 14.680000000000001 6.1750000000000016 309.00000000000006 3.5712000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 -6 -8 10 11 -9 -10 -13 14 -14 16 -15 -11
right_child=2 3 -4 -5 5 -7 7 8 9 17 -12 12 13 15 -16 -17 -18 -19
leaf_value=0.15300463225262673 -0.13245164632797243 0.062193530244486678 0.0077285575755947347 -0.090959653444588187 -0.046268169736040053 -0.097301314473152156 0.049513098208800607 0.0056225198713180276 -0.032870000304982945 0.056267398372292526 -0.060435765888541937 -0.036127121005916883 -0.048636149277999287 0.021122156421188268 0.019132312546998008 4.1511969859985748e-05 0.071161297169913137 0.023992882618172603
leaf_weight=26 20 35 37 20 29 20 23 38 34 25 27 21 21 24 29 34 21 22
leaf_count=26 20 35 37 20 29 20 23 38 34 25 27 21 21 24 29 34 21 22
internal_value=0 0.00526298 -0.0414575 -0.00381807 0.000506573 -0.00536039 -7.64323e-05 0.00412282 0.000595869 0.00690254 -0.0218171 -0.00184805 0.00518359 0.0119086 -0.00933044 0.025351 0.0444738 0.0411602
internal_weight=0 449 57 423 403 368 348 319 296 231 65 184 150 129 50 79 45 47
internal_count=506 449 57 423 403 368 348 319 296 231 65 184 150 129 50 79 45 47
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=19
num_cat=0
split_feature=4 7 7 5 5 10 2 12 6 5 0 0 11 11 12 6 5 11
split_gain=11.579 59.3139 19.0316 12.4248 10.1796 6.72455 6.96635 9.00818 6.4947 4.7929 4.59484 5.42196 3.78646 6.08349 3.74222 3.70992 3.54693 1.82674
threshold=0.6695000000000001 1.7508500000000002 1.5224500000000003 7.7280000000000006 6.2495000000000003 14.850000000000003 4.8950000000000005 5.660000000000001 36.70000000000001 5.682500000000001 0.12809000000000001 1.1286950000000002 394.52500000000003 390.66000000000003 7.1300000000000008 36.000000000000007 6.0440000000000014 354.62500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 17 -3 14 -8 -9 -10 16 12 13 -12 15 -7 -11 -4
right_child=2 3 4 -5 -6 6 7 8 9 10 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.17546028014272452 -0.11765033947303892 -0.052566798616732871 0.0012910453440702482 0.073623942954110955 -0.05040241289397647 0.06827416586875916 -0.072469913853066309 0.034968647640198469 -0.055216054550626059 -0.058374893665313725 0.031398848202079534 -0.028327977744972005 0.045416387966410683 -0.03783303137699312 -0.0022487215895318625 0.013230821055670581 -0.0075191536365309735 0.040729275314758229
leaf_weight=20 20 28 23 21 34 25 21 36 22 24 30 34 33 22 33 24 32 24
leaf_count=20 20 28 23 21 34 25 21 36 22 24 30 34 33 22 33 24 32 24
internal_value=0 0.0075543 -0.030292 -0.00116809 -0.00872204 -0.00548301 -0.00155936 -0.00974068 -0.00408697 -0.011224 -0.00569361 0.00542209 0.0189221 0.00210844 0.0237828 0.0413142 -0.0293145 0.0214297
internal_weight=0 405 101 385 81 364 336 254 233 197 175 119 85 52 82 49 56 47
internal_count=506 405 101 385 81 364 336 254 233 197 175 119 85 52 82 49 56 47
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=19
num_cat=0
split_feature=4 7 5 5 7 10 2 12 6 11 0 0 11 0 5 11 11 11
split_gain=9.37903 48.0443 17.1219 10.0641 9.43041 5.44688 5.64274 7.29663 5.26071 4.1519 4.69568 3.32178 4.08215 3.17481 3.15199 4.77913 4.63474 1.19859
threshold=0.6695000000000001 1.7508500000000002 6.4570000000000016 7.7280000000000006 1.58945 14.850000000000003 4.8950000000000005 5.660000000000001 36.70000000000001 368.40500000000003 0.26888000000000006 0.057845000000000001 393.54000000000002 0.69885500000000012 6.0440000000000014 395.72000000000008 392.71500000000009 305.29500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -2 -3 11 -8 -9 -10 14 12 -7 -12 15 -11 -16 -6
right_child=2 3 -4 -5 17 6 7 8 9 10 13 -13 -14 -15 16 -17 -18 -19
leaf_value=0.15791426055133342 -0.063716600586970651 -0.047310118004679685 -0.10762484584535872 0.066261548265105205 -0.0055876438319683074 -0.026932068219916391 -0.065222922819001342 0.031471783936851558 -0.045767661476773878 -0.0084192058281792742 0.038745185371601223 0.046563188021536916 0.030630391570074217 -0.0058215702102789963 -0.035409095918848402 -0.068581801523333014 0.025843943369885287 0.024522572022695574
leaf_weight=20 21 28 21 21 20 22 21 36 28 31 33 32 28 31 21 23 30 39
leaf_count=20 21 28 21 21 20 22 21 36 28 31 33 32 28 31 21 23 30 39
internal_value=0 0.00679887 -0.0272628 -0.00105128 -0.00616776 -0.00493471 -0.00140343 -0.00876661 -0.00367827 -0.0101016 -0.00419247 0.0214045 0.00530291 0.0171582 -0.0172062 -0.034044 0.000622104 0.0143157
internal_weight=0 405 101 385 80 364 336 254 233 197 169 82 50 64 105 54 51 59
internal_count=506 405 101 385 80 364 336 254 233 197 169 82 50 64 105 54 51 59
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=20
num_cat=0
split_feature=11 7 6 7 5 7 5 2 7 12 5 0 6 11 10 7 6 10 12
split_gain=9.32056 34.6774 16.4149 16.2325 16.1479 15.3875 18.6825 8.60822 8.5243 5.34683 3.65277 4.68247 2.71719 5.70799 6.31953 2.5673 3.18119 2.0374 0.958769
threshold=387.21000000000009 1.6088000000000002 62.350000000000009 1.9283000000000003 6.7815000000000003 3.6687000000000007 6.6185000000000009 3.3500000000000005 1.6898000000000002 17.590000000000003 6.1100000000000003 0.10635500000000002 95.90000000000002 396.37500000000006 18.350000000000005 6.5450500000000007 45.650000000000013 19.050000000000004 13.345000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -3 8 6 9 -2 -4 -5 17 -12 13 14 -10 16 -7 -9 -16
right_child=2 3 4 5 -6 15 -8 10 12 -11 11 -13 -14 -15 18 -17 -18 -19 -20
leaf_value=0.12964171667893729 0.056519579328596595 -0.062928149313665929 -0.073405231697403858 -0.0076992132727588926 -0.099827273498321406 0.022535659633576871 0.12899564042687417 0.00082775821598867578 -0.037074810080230239 0.054368309093558269 0.0059024954369912546 -0.051860313797774532 0.026767478622496128 -0.048233848880045116 0.043314941413700583 -0.048352541943842718 -0.03319089061364399 0.042958552728999747 0.012350949374958873
leaf_weight=24 36 32 23 35 29 20 20 24 24 23 36 23 20 32 20 22 21 22 20
leaf_count=24 36 32 23 35 29 20 20 24 24 23 36 23 20 32 20 22 21 22 20
internal_value=0 0.0169978 -0.0108368 0.00137086 -0.0319519 0.0159635 0.0456527 0.0143217 -0.0177909 0.0169138 -0.000146124 -0.0166152 -0.00676389 -0.0137496 0.00349254 -0.0207945 -0.00600721 0.0209773 0.0278329
internal_weight=0 197 309 173 168 141 78 141 139 58 105 59 116 96 64 63 41 46 40
internal_count=506 197 309 173 168 141 78 141 139 58 105 59 116 96 64 63 41 46 40
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=18
num_cat=0
split_feature=0 7 7 7 10 12 8 7 1 7 10 10 6 11 12 11 0
split_gain=9.05026 44.4681 20.8207 12.8681 6.2233 11.9986 3.22002 3.29948 7.72225 3.97452 4.46189 5.81094 3.30063 2.92378 3.04203 5.1057 1.84091
threshold=9.870020000000002 1.6634000000000002 1.5224500000000003 1.9071500000000003 14.750000000000002 3.9900000000000007 2.5000000000000004 7.7341000000000006 37.500000000000007 6.0721500000000006 17.850000000000005 18.450000000000003 41.300000000000004 376.74000000000007 10.585000000000003 393.47000000000008 0.12809000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 -7 8 9 10 16 -12 -13 -14 -15 -16 -8
right_child=2 3 -4 4 5 6 7 -9 -10 -11 11 12 13 14 15 -17 -18
leaf_value=0.13170104857104331 -0.11973994605243206 -0.068547048715741507 0.0068995041672039684 0.045388799998909241 -0.077295131534338007 -0.025930536859151389 0.017079146136529746 -0.031651706790382213 0.068465776266530151 -0.033103123099471519 -0.042309174162370192 0.043826093897223473 -0.021469308161421827 -0.014694226857635282 0.0529398029970546 -0.0024248949885885751 0.053716945800018345
leaf_weight=26 20 28 37 30 20 36 32 22 20 26 27 22 38 31 31 36 24
leaf_count=26 20 28 37 30 20 36 32 22 20 26 27 22 38 31 31 36 24
internal_value=0 0.00476507 -0.0375354 -0.00303714 0.0016066 -0.00199194 0.00237347 0.00567102 0.008532 0.00404257 0.00804999 0.000563834 0.00789023 0.00207708 0.0112073 0.0231916 0.0327811
internal_weight=0 449 57 423 395 365 345 309 287 267 241 185 158 136 98 67 56
internal_count=506 449 57 423 395 365 345 309 287 267 241 185 158 136 98 67 56
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=20
num_cat=0
split_feature=0 12 7 7 6 9 9 10 12 0 12 0 11 5 7 7 12 12 5
split_gain=8.26579 62.2618 23.2844 18.7826 5.64688 10.3951 8.97764 8.25627 5.7896 5.1554 7.60272 4.87299 3.79135 3.57527 3.60656 3.58263 3.31516 2.25818 1.91044
threshold=3.5518450000000006 12.865 1.9283000000000003 1.5224500000000003 80.100000000000009 274.50000000000006 278.00000000000006 17.850000000000005 5.0600000000000014 0.52036000000000016 14.365 5.776155000000001 388.48500000000007 5.8715000000000011 3.9951500000000002 6.4619000000000009 18.825000000000006 7.4750000000000005 6.1750000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 6 -6 7 -4 -8 10 -7 -5 16 -10 -15 17 -13 -16 -9
right_child=1 3 4 11 5 9 8 18 13 -11 -12 12 -14 14 15 -17 -18 -19 -20
leaf_value=-0.087715057430393775 0.1840359127521515 -0.092885301333098191 0.071110987152372088 0.055759554915130141 -0.080722656168720944 -0.070361159704625614 -0.05406500534154475 0.031997911632061005 -0.03043503971504314 0.026199249665745918 0.016832403722219169 -0.015467662438750269 -0.035717943346216564 0.042934985633008182 0.0043661800771951677 0.022234636901349233 0.038248375444500535 -0.041578448150792847 -0.0051028266549110416
leaf_weight=33 20 21 35 20 22 20 22 23 28 34 20 20 21 25 20 37 27 23 35
leaf_count=33 20 21 35 20 22 20 22 23 28 34 20 20 21 25 20 37 27 23 35
internal_value=0 0.0218496 -0.00747638 -0.0079094 0.000220938 -0.0203719 0.00819235 0.0327552 -0.00654539 -0.00242974 -0.0267644 0.0123689 -0.000392999 0.001315 0.00978167 -0.000578739 0.0153905 -0.0202089 0.00960954
internal_weight=0 129 377 109 344 96 248 93 155 74 40 88 68 133 105 80 47 43 58
internal_count=506 129 377 109 344 96 248 93 155 74 40 88 68 133 105 80 47 43 58
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=21
num_cat=0
split_feature=7 9 12 5 3 6 5 12 10 2 4 11 0 10 6 6 6 0 12 9
split_gain=7.20192 5.67473 10.4943 9.11755 5.29175 4.35636 3.99214 5.41975 4.7273 4.58243 3.45013 3.26239 2.06268 4.83179 5.0306 3.90215 4.88612 2.12263 2.84408 2.06293
threshold=1.4784000000000004 264.50000000000006 4.4750000000000005 7.221000000000001 1.0000000180025095e-35 62.350000000000009 6.5475000000000012 7.8900000000000015 18.350000000000005 5.7500000000000009 0.71550000000000014 395.61000000000007 0.088275000000000006 19.650000000000002 58.600000000000009 80.100000000000009 89.850000000000009 7.7957750000000008 18.055000000000003 387.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 6 11 7 9 -8 -4 12 -2 -9 14 -14 -15 -17 18 -18 -16
right_child=1 2 4 -5 -6 -7 8 10 -10 -11 -12 -13 13 15 19 16 17 -19 -20 -21
leaf_value=0.049292833890233728 -0.0083838098318032607 -0.078680768832564363 -0.0066467745322734114 0.077429981174923126 -0.051856756515123628 -0.035811589383298446 0.043751007416530659 -0.031236087473539204 -0.011586297905215851 -0.07434039115905762 0.034419614672660824 0.043802225589752199 0.060867992682116373 -0.049215142233879308 0.020824906881898642 0.031106295317814722 -0.0074724681796910974 0.00385108154129099 -0.058373154296229281 -0.021315126387136327
leaf_weight=28 23 20 20 21 22 21 38 26 26 20 25 25 21 24 26 28 23 27 21 21
leaf_count=28 23 20 20 21 22 21 38 26 26 20 25 25 21 24 26 28 23 27 21 21
internal_value=0 -0.00288745 -0.00813509 0.0197357 -0.00430108 0.00217659 -0.00127731 -0.00639448 0.0212702 -0.0404936 -0.000758269 0.0187964 -0.00481102 -0.00121389 0.0201773 -0.0130399 -0.00427018 -0.0182215 -0.031766 0.00199638
internal_weight=0 478 388 90 368 69 346 282 64 40 242 48 217 191 68 123 99 71 44 47
internal_count=506 478 388 90 368 69 346 282 64 40 242 48 217 191 68 123 99 71 44 47
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=19
num_cat=0
split_feature=4 4 5 10 12 7 7 7 11 6 6 7 1 2 12 0 5 11
split_gain=7.49801 33.3187 13.6201 8.53574 8.24463 6.41605 5.2731 4.33258 8.92731 4.57578 3.45014 3.38624 4.98717 2.6925 2.55861 4.59747 1.75145 1.17228
threshold=0.6695000000000001 0.62750000000000006 6.4570000000000016 14.750000000000002 3.9900000000000007 1.58945 2.2772000000000001 3.2986000000000004 393.42500000000007 74.100000000000009 86.700000000000017 7.8271500000000005 37.500000000000007 7.6250000000000009 8.6300000000000008 0.069620000000000015 5.8785000000000007 380.56500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 -2 16 8 -8 11 -11 12 13 14 15 -9 -6 -7
right_child=2 -3 -4 4 6 17 7 9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.055528561592102059 -0.053030010774022057 0.12297087661598041 -0.096050687347139632 -0.067295598946511756 -0.054922594781965019 0.022203301961525465 0.063321090647668554 0.038481788461407027 -0.0073492660449865537 -0.05741084404289723 -0.0032110468838768809 -0.031392318836372828 0.051585769777496661 0.024023762362469971 -0.027356616696832998 -0.022793031089007855 -0.015560640595280208 -0.0069461454383351598
leaf_weight=25 21 23 21 20 20 37 33 24 39 24 23 23 24 38 38 25 26 22
leaf_count=25 21 23 21 20 20 37 33 24 39 24 23 23 24 38 38 25 26 22
internal_value=0 0.00607898 -0.0243761 -0.000959011 -0.00491472 -0.00556154 -0.00121259 0.00376077 0.0250413 -0.00323557 -0.0308875 0.00432049 0.0098332 0.00181671 -0.00788292 0.00721913 -0.0326745 0.011334
internal_weight=0 405 101 382 357 80 337 291 72 219 47 172 149 125 87 49 46 59
internal_count=506 405 101 382 357 80 337 291 72 219 47 172 149 125 87 49 46 59
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=21
num_cat=0
split_feature=11 7 7 6 5 7 0 12 12 5 0 12 7 4 11 6 11 0 0 5
split_gain=7.29058 25.4368 20.4621 10.7471 15.8684 10.369 17.2806 6.77231 6.11035 5.23974 4.74532 3.68192 3.67591 3.63264 4.05257 2.43288 2.10269 1.88005 4.74828 1.68804
threshold=387.21000000000009 1.7322500000000003 1.9071500000000003 45.050000000000004 6.7815000000000003 3.6687000000000007 1.9219800000000002 18.100000000000005 19.23 6.8880000000000008 0.11230500000000002 14.680000000000001 4.9906000000000015 0.49600000000000005 396.37500000000006 74.65000000000002 395.72000000000008 0.090665000000000009 0.20892000000000002 6.2760000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 8 6 -4 -8 11 12 -6 13 -2 -5 15 -15 -13 -7 -19 -14
right_child=3 2 5 4 10 17 7 -9 -10 -11 -12 16 19 14 -16 -17 -18 18 -20 -21
leaf_value=0.098184985883774306 0.041569165619356294 -0.088038967225862588 0.099115504523546533 0.017762480879371819 -0.042701779752969744 -0.039540204632541411 -0.026835086440006574 0.047802485227584846 -0.046747534020858655 0.064805058203637605 -0.11076306736185437 0.0036328551315125968 0.010958315205314886 -0.033215840533375743 -0.058047910161655059 0.012120265377472669 0.048938784599304203 0.030794362667948008 -0.038113399590365589 -0.026580304808914663
leaf_weight=31 21 23 29 33 20 23 31 20 34 20 21 21 23 20 22 29 20 20 20 25
leaf_count=31 21 23 29 33 20 23 31 20 34 20 21 21 23 20 22 29 20 20 20 25
internal_value=0 0.0150332 -0.000495121 -0.00958429 -0.0214461 0.0135854 0.0374814 0.00243455 -0.00859258 0.0197369 -0.0775624 0.000354099 0.00667371 -0.00965117 -0.0223927 -0.00638427 0.0257333 -0.0167588 -0.00365952 -0.00859305
internal_weight=0 197 166 309 220 143 80 51 179 89 41 145 69 104 71 49 41 63 40 48
internal_count=506 197 166 309 220 143 80 51 179 89 41 145 69 104 71 49 41 63 40 48
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=19
num_cat=0
split_feature=0 7 7 6 10 5 12 9 0 6 6 11 5 4 7 5 6 4
split_gain=6.8025 33.6083 15.968 8.74609 9.851 12.8941 4.26592 3.95115 3.65812 3.66571 3.06594 3.19298 1.95813 1.97357 2.43935 2.35141 1.28035 1.0408
threshold=9.870020000000002 1.6634000000000002 1.5224500000000003 98.250000000000014 14.750000000000002 7.330000000000001 4.8450000000000006 223.50000000000003 0.088275000000000006 30.950000000000006 56.250000000000007 392.81500000000005 6.0440000000000014 0.69650000000000001 4.1615000000000011 6.3295000000000003 88.100000000000009 0.54100000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 -6 -8 10 -10 11 -9 16 14 15 -14 17 -11
right_child=2 3 -4 -5 5 -7 7 8 9 12 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.1144840731428793 -0.10453236401081085 0.051248000594122073 0.0063716604500203521 -0.067198501601815216 -0.036503566172102403 -0.082351176328957082 0.043480904149296493 -0.032366093592001842 0.048289609561907129 -0.0052687320982416474 -0.048167692416388061 0.013361777767941757 -0.025160887688398359 0.039834460452021589 0.031738907813094561 0.014771949268620591 0.0077926694444613535 -0.033543315294968047
leaf_weight=26 20 35 37 20 29 20 23 26 20 30 23 37 30 21 25 29 32 23
leaf_count=26 20 35 37 20 29 20 23 26 20 30 23 37 30 21 25 29 32 23
internal_value=0 0.00413117 -0.032542 -0.00265175 0.000551563 -0.00427011 0.000217309 0.00355557 0.000453264 0.00756741 -0.0169185 -0.00551004 0.00328086 0.0124148 0.00555991 -0.00553288 -0.00800227 -0.0175388
internal_weight=0 449 57 423 403 368 348 319 296 210 86 63 190 105 84 59 85 53
internal_count=506 449 57 423 403 368 348 319 296 210 86 63 190 105 84 59 85 53
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=20
num_cat=0
split_feature=12 2 5 6 5 7 0 12 6 5 6 7 10 9 4 2 12 5 5
split_gain=7.55877 11.1598 10.4444 23.9811 12.1985 33.9046 21.459 5.35529 4.88383 4.14545 4.37376 2.20804 4.25288 4.2975 2.45645 1.72169 5.19886 1.87361 1.80632
threshold=4.6950000000000012 6.1450000000000005 6.8200000000000012 81.750000000000014 5.8685000000000009 1.5224500000000003 8.2576700000000027 12.965000000000002 96.300000000000026 5.7200000000000015 93.950000000000017 6.0721500000000006 17.850000000000005 322.00000000000006 0.43000000000000005 10.700000000000001 12.335000000000003 6.2525000000000004 6.0250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 8 -7 11 10 -9 12 13 -6 -13 17 -17 18 -14
right_child=2 -3 3 -5 6 7 -8 9 -10 -11 -12 14 15 -15 -16 16 -18 -19 -20
leaf_value=-0.00050993719487451021 -0.14478935874998569 0.094712492115795618 0.0083058672266141075 -0.13214490692131223 0.059676414735925699 -0.044167788123542613 0.083202659167550708 0.064862087517976771 -0.044499841758183077 -0.022393160038020301 0.0031628800832011086 0.0093621661265691127 0.021295339387974569 0.0014878475022586908 -0.03588207248443117 -0.047279562967984634 0.012480690993519651 0.033258809450154123 -0.018487611602991821
leaf_weight=32 20 20 31 20 30 22 37 20 21 23 27 24 21 22 24 24 37 26 25
leaf_count=32 20 20 31 20 30 22 37 20 21 23 27 24 21 22 24 24 37 26 25
internal_value=0 0.0361141 -0.00413641 -0.0467729 0.00125927 -0.0267847 0.0120528 -0.00113146 0.00168846 0.0123942 0.0294179 0.00585135 0.01081 0.0350582 -0.01326 0.00132945 -0.0110315 0.011802 -0.00032583
internal_weight=0 52 454 51 403 112 291 92 254 70 47 233 185 52 48 133 61 72 46
internal_count=506 52 454 51 403 112 291 92 254 70 47 233 185 52 48 133 61 72 46
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=20
num_cat=0
split_feature=7 11 11 10 12 11 11 7 11 6 12 2 5 8 10 5 12 2 5
split_gain=7.46615 5.64264 24.3062 6.47293 7.0858 5.56464 2.59139 5.28233 3.63516 5.92553 13.5716 9.59657 4.37935 4.14953 2.21518 1.57414 1.20088 0.974859 0.645764
threshold=1.4784000000000004 354.62500000000006 333.24500000000006 14.750000000000002 3.9900000000000007 195.16500000000005 388.02500000000003 3.6334500000000003 392.52500000000003 64.90000000000002 9.0600000000000005 3.4250000000000003 6.1680000000000001 5.5000000000000009 18.750000000000004 6.0195000000000007 8.490000000000002 5.2550000000000017 6.0675000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 -5 -2 7 -6 12 11 -11 -10 -8 15 16 -12 -13 -9 -15
right_child=1 3 -4 4 6 -7 8 17 9 10 13 14 -14 18 -16 -17 -18 -19 -20
leaf_value=0.050188940590513612 -0.021889812159093303 0.047517683485458644 -0.12268699359148741 -0.059436011016368862 0.049841336064761682 0.03816606813558826 0.0047571824720272658 -0.018716726886729398 0.078917559473351995 -0.083266079751510097 0.0078065042250922744 0.004846886376894656 -0.050894069257042096 -0.030415890272706747 0.02239704624350582 0.046525748180491586 -0.02939180336892605 0.0086865837084855336 -0.0053083538255166447
leaf_weight=28 36 29 20 20 31 27 26 21 22 22 21 21 31 20 35 21 20 34 21
leaf_count=28 36 29 20 20 31 27 26 21 22 22 21 21 31 20 35 21 20 34 21
internal_value=0 -0.00293994 -0.026642 0.0020405 -0.00156288 0.00384842 0.00178239 0.0168299 -0.00319488 0.00307075 -0.0134349 0.0207554 -0.0255093 0.00507451 0.00391902 0.0271661 -0.0118549 -0.0017765 -0.0175559
internal_weight=0 478 83 395 366 63 346 86 260 203 105 98 57 83 76 42 41 55 41
internal_count=506 478 83 395 366 63 346 86 260 203 105 98 57 83 76 42 41 55 41
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=21
num_cat=0
split_feature=4 4 12 10 12 7 7 7 0 6 6 11 10 0 12 0 6 5 5 1
split_gain=6.48669 28.55 10.8296 4.81177 5.2253 4.80472 4.79949 3.92907 6.8959 11.2729 3.07325 2.93378 2.92909 4.30801 4.02688 3.32876 2.29807 1.3184 1.09257 0.928786
threshold=0.6695000000000001 0.62750000000000006 14.895000000000001 14.750000000000002 3.9900000000000007 2.2772000000000001 1.58945 3.2986000000000004 0.26888000000000006 79.450000000000017 74.100000000000009 105.24000000000001 16.950000000000003 0.066940000000000013 5.8950000000000005 0.22948000000000005 86.700000000000017 5.8785000000000007 5.9585000000000008 15.000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 17 -4 8 9 -7 12 -8 13 -9 -14 18 -12 -6 -16 -20
right_child=2 -3 6 4 5 7 11 10 -10 -11 16 -13 14 -15 15 -17 -18 -19 19 -21
leaf_value=0.041550880759954452 -0.088570733051747091 0.11385809957333233 -0.042833232074975969 -0.053492410145699977 -0.050218218732625247 0.048258693361034 -0.019686502173897766 -0.043048199183041501 0.065293634582597473 -0.050842541862617843 -0.047107027618524928 0.027592018086995396 0.049522505030440894 0.015360873224942583 -0.026148659270256759 0.035390379683425031 -0.002872559302688941 -0.016067415418533178 0.012809024019432919 -0.013999614010875426
leaf_weight=25 20 23 25 20 20 24 21 28 26 22 24 35 23 23 22 24 23 26 28 24
leaf_count=25 20 23 25 20 20 24 21 28 26 22 24 35 23 23 22 24 23 26 28 24
internal_value=0 0.00565418 -0.0226727 -0.00086072 -0.00383072 -0.000883439 -0.00640156 0.00386391 0.0241293 0.00086245 -0.00279867 0.00986257 0.00339377 -0.0167069 0.0118659 0.00302817 -0.0254604 -0.0309156 -0.00746768 0.000435806
internal_weight=0 405 101 382 357 337 81 291 72 46 219 56 172 51 121 98 47 46 74 52
internal_count=506 405 101 382 357 337 81 291 72 46 219 56 172 51 121 98 47 46 74 52
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=21
num_cat=0
split_feature=12 5 6 5 7 0 2 12 6 5 0 0 0 4 6 6 6 5 0 11
split_gain=6.34306 9.61044 20.1434 9.46309 29.0061 17.2059 8.24913 4.62395 4.28816 3.66662 4.09367 1.82646 3.57793 1.86987 1.83498 2.92331 1.98442 2.67263 1.68751 2.6727
threshold=4.6950000000000012 6.8200000000000012 81.750000000000014 5.8685000000000009 1.5224500000000003 8.2576700000000027 6.1450000000000005 12.965000000000002 96.300000000000026 5.7200000000000015 1.4194350000000002 0.047800000000000002 0.071580000000000019 0.44050000000000006 29.000000000000004 82.850000000000009 72.800000000000026 6.3165000000000004 1.3487800000000003 392.52500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 -2 8 -1 -6 11 10 -9 13 -13 -5 -14 16 17 -16 19 -17
right_child=1 2 -4 5 7 -7 -8 9 -10 -11 -12 12 14 -15 15 18 -18 -19 -20 -21
leaf_value=0.0015948557178489865 -0.13246128756552936 0.0057914231663509725 -0.12293127389624714 0.0076863097399473201 -0.039575842192227192 0.074603242836137479 0.083463134020566945 -0.0011547253163450438 -0.041667357441924874 -0.01973431780529411 0.057883809506893161 0.04330459405426626 -0.024353963304311041 -0.035555662531405685 -0.0058219629100390849 -0.044911008239502004 0.045821560141832939 0.040002934032236231 0.012201697353480591 0.0061680133081972602
leaf_weight=32 20 31 20 20 22 37 20 23 21 23 24 27 20 20 35 21 23 20 27 20
leaf_count=32 20 31 20 20 22 37 20 23 21 23 24 27 20 20 35 21 23 20 27 20
internal_value=0 -0.0037892 -0.0446881 0.00138658 -0.0233137 0.0108932 0.0330827 0.000414075 0.00161261 0.0129823 0.0289926 0.00551338 0.00954407 -0.0139347 0.0040529 0.00794425 0.0211562 0.0108416 -0.00721066 -0.0199944
internal_weight=0 454 51 403 112 291 52 92 254 70 47 233 193 40 166 146 78 55 68 41
internal_count=506 454 51 403 112 291 52 92 254 70 47 233 193 40 166 146 78 55 68 41
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=21
num_cat=0
split_feature=7 11 11 5 10 11 10 12 7 5 8 5 5 7 6 10 0 2 6 6
split_gain=7.59883 4.8179 18.2927 5.52414 5.87128 4.50491 3.28591 2.17738 4.93573 4.83917 3.64584 3.01123 3.32658 3.09679 4.80688 1.89045 1.86861 1.29166 1.16266 0.937149
threshold=1.4784000000000004 354.62500000000006 333.24500000000006 7.7280000000000006 14.850000000000003 195.16500000000005 15.750000000000002 9.0600000000000005 3.3725500000000008 6.9625000000000012 4.5000000000000009 6.3530000000000006 6.1680000000000001 3.3460000000000005 82.550000000000011 18.450000000000003 0.17388500000000004 5.4800000000000013 94.65000000000002 88.100000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 -2 -6 8 -8 10 17 12 13 14 -9 -15 -17 -10 -16 -13
right_child=1 3 -4 -5 6 -7 7 11 9 -11 -12 19 -14 15 18 16 -18 -19 -20 -21
leaf_value=0.050632925970213752 -0.021574447684300446 -0.051283756440336059 -0.10818857426755131 0.051542966191967333 0.038508078974226249 0.032461187795356471 -0.051773257677753773 0.061115490627430741 -0.012377701014823592 0.041392238277365413 -0.040071357657482931 0.045660556312650445 -0.03232935062713093 -0.031334926684697471 0.01927319207917089 -0.020007245072629305 0.020321234206979476 0.02010082268714905 -0.012523160486117655 0.01504767356440425
leaf_weight=28 36 22 20 21 23 27 24 21 24 21 30 20 27 24 23 20 27 25 23 20
leaf_count=28 36 22 20 21 23 27 24 21 24 21 30 20 27 24 23 20 27 25 23 20
internal_value=0 -0.00296595 -0.0248675 0.00163615 -0.00116611 0.00158368 0.00196624 -0.000588352 -0.0110484 -0.00127448 -0.0126163 0.00573872 -0.000228644 0.00605193 0.0214728 -0.00850014 0.00316018 0.00419297 0.00337502 0.0303541
internal_weight=0 478 83 395 374 63 352 329 124 100 79 205 165 138 67 71 47 49 46 40
internal_count=506 478 83 395 374 63 352 329 124 100 79 205 165 138 67 71 47 49 46 40
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=19
num_cat=0
split_feature=7 9 5 6 11 12 5 12 0 11 12 0 7 0 11 5 6 6
split_gain=6.15505 4.45724 8.28695 8.13704 9.93838 12.7322 4.76765 5.64166 2.21406 2.09509 3.38795 3.20444 3.0347 5.0605 2.77339 2.49002 2.40735 0.870598
threshold=1.4784000000000004 278.00000000000006 7.0325000000000015 36.000000000000007 390.14500000000004 7.8900000000000015 6.7165000000000008 6.5050000000000017 0.092825000000000019 195.16500000000005 19.23 7.7957750000000008 2.1777500000000005 1.1286950000000002 390.72000000000008 6.1680000000000001 76.950000000000017 40.050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 -2 -5 -6 7 -3 17 -10 12 -12 -11 15 -15 16 -14 -9
right_child=1 2 -4 4 5 -7 -8 8 9 10 11 -13 13 14 -16 -17 -18 -19
leaf_value=0.045569629222154621 0.058015847476499696 -0.052128044417342895 -0.061630595499580658 0.051333481703813258 -0.072955318593553128 0.015429560606105206 0.036261126923340339 -0.010594598913476581 -0.023821093062419568 0.035258654191305763 -0.050267310549970717 0.0063405029848217975 0.02283621938100883 -0.051166739846978872 0.00086551453918218616 0.044313338981010024 -0.018284040347983442 -0.03974712803959847
leaf_weight=28 31 26 27 26 28 39 27 21 31 38 20 20 35 21 20 24 24 20
leaf_count=28 31 26 27 26 28 39 27 21 31 38 20 20 35 21 20 24 24 20
internal_value=0 -0.00266935 -0.00838451 0.0136465 -0.00114329 -0.0215074 -0.00398804 -0.00761047 -0.00338617 0.000384628 0.00409937 -0.0219634 0.0105346 0.0029579 -0.0257852 0.0171563 0.00610933 -0.0248153
internal_weight=0 478 354 124 93 67 327 300 274 233 202 40 162 124 41 83 59 41
internal_count=506 478 354 124 93 67 327 300 274 233 202 40 162 124 41 83 59 41
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=19
num_cat=0
split_feature=0 7 7 6 10 5 12 0 2 11 9 4 9 4 12 10 12 11
split_gain=6.18242 28.0657 8.91341 4.05335 6.99161 9.44586 3.7658 2.28264 3.0749 2.26685 3.16028 3.38576 3.11136 2.02352 1.89258 1.56672 1.10066 0.899884
threshold=9.870020000000002 1.6156000000000004 1.5313500000000002 97.950000000000017 14.750000000000002 7.330000000000001 5.0600000000000014 0.053660000000000006 4.4400000000000004 393.47000000000008 282.50000000000006 0.58450000000000013 282.50000000000006 0.45900000000000007 10.435 18.650000000000002 12.865 386.51500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 -6 13 -9 10 -10 14 -11 -8 -12 -14 -17 -16
right_child=2 3 -4 -5 5 -7 7 8 9 12 11 -13 15 -15 17 16 -18 -19
leaf_value=0.11408398178490727 -0.082799156861645851 0.043577530543719017 -0.0008209197264578607 -0.037830618627626322 -0.030409903212317398 -0.070025702975690371 0.00069927220465615392 0.040002912710662246 0.044909706048434604 -0.041300260523955031 0.015678967989981175 0.031965895682911985 0.024677849023348908 -0.039848364219069482 -0.0061767727688506798 0.007508473435451312 -0.020788916303510114 -0.033777617246821705
leaf_weight=22 21 35 36 29 35 20 32 27 25 21 25 33 22 20 27 27 28 21
leaf_count=22 21 35 36 29 35 20 32 27 25 21 25 33 22 20 27 27 28 21
internal_value=0 0.00393839 -0.0310234 -0.00173656 0.000893407 -0.00322214 0.000673109 0.00420527 0.00808521 0.00432199 0.0129274 0.0053844 -0.00718116 -0.014896 -0.0066319 0.00212405 -0.00689747 -0.0182521
internal_weight=0 449 57 427 398 363 343 308 256 229 131 106 98 52 73 77 55 48
internal_count=506 449 57 427 398 363 343 308 256 229 131 106 98 52 73 77 55 48
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=20
num_cat=0
split_feature=4 7 5 5 10 2 12 7 12 0 0 0 0 12 7 6 6 5 9
split_gain=6.29322 25.4254 9.33803 5.65526 5.09401 4.1401 3.70669 3.3319 3.06702 2.59843 5.68619 2.56725 3.38408 2.5142 2.51078 2.08691 1.82313 1.76261 1.96252
threshold=0.6695000000000001 1.7508500000000002 6.4570000000000016 7.7280000000000006 14.850000000000003 4.8950000000000005 5.660000000000001 1.6156000000000004 15.985000000000001 1.1286950000000002 0.26888000000000006 0.17841000000000004 0.14041000000000003 7.1300000000000008 3.6334500000000003 84.65000000000002 36.000000000000007 6.0305000000000009 298.00000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -3 13 -7 -2 -9 10 11 12 17 16 -12 -11 -6 -8 -19
right_child=2 3 -4 -5 5 6 9 8 -10 15 14 -13 -14 -15 -16 -17 -18 18 -20
leaf_value=0.11550057530403138 -0.036164414424162648 -0.044032363154526272 -0.081679494856368939 0.05031731075474194 0.053168013297021394 -0.04618338364220801 -0.028599063075627342 0.038480759374797349 -0.010870751550914173 -0.04835602882318199 0.055427943898931797 -0.032837784285948149 0.030083672978259902 -0.0014381700392925379 0.011185076203325699 -0.0026733384281396868 0.014581909702004245 0.019363096266708995 -0.020872589522464711
leaf_weight=20 26 28 21 21 25 21 33 20 34 20 23 32 27 33 29 20 24 27 22
leaf_count=20 26 28 21 21 25 21 33 20 34 20 23 32 27 33 29 20 24 27 22
internal_value=0 0.00556922 -0.022332 -0.000141499 -0.00305258 0.000362398 -0.00594465 -0.00675331 0.00740759 -0.00231798 0.00248962 -0.00793413 -0.000622966 0.0198989 0.030754 -0.0255147 0.0342687 -0.0107337 0.00129809
internal_weight=0 405 101 385 364 336 254 80 54 233 193 141 109 82 52 40 49 82 49
internal_count=506 405 101 385 364 336 254 80 54 233 193 141 109 82 52 40 49 82 49
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=21
num_cat=0
split_feature=0 12 4 7 6 7 0 12 0 0 8 9 0 5 5 11 6 5 5 5
split_gain=5.56225 39.5182 16.8267 8.7669 5.39008 7.23297 6.89547 11.5239 5.68625 4.51546 3.91996 3.40545 3.5678 4.23484 4.21156 2.97123 3.92583 2.94076 2.8349 2.74928
threshold=3.5518450000000006 12.865 0.63900000000000012 1.5313500000000002 79.450000000000017 2.8589000000000007 0.52036000000000016 10.585000000000003 0.17138 5.776155000000001 4.5000000000000009 322.00000000000006 0.081005000000000008 6.7165000000000008 6.1100000000000003 379.16500000000002 41.300000000000004 5.8350000000000009 6.3135000000000012 6.2935000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 -1 7 -6 -9 -5 11 12 13 -7 -14 -12 -17 -11 -18 -19
right_child=1 3 -4 9 6 10 -8 8 -10 17 15 -13 14 -15 -16 16 18 19 -20 -21
leaf_value=0.064064328643005528 0.14713532118126751 -0.062182200090451681 -0.082197379955538996 0.050174302887171507 -0.10196669418364764 0.017694976739585401 0.014554005708449927 0.027408166939303993 -0.041973072476685053 0.028145651072263717 0.022102512978017332 -0.017697324465888627 0.030922025562419249 0.075487505715517766 -0.030399444681547941 0.0025151791428593365 -0.015468549337238076 -0.041313795574630302 -0.068074684173223529 0.0070687840895160385
leaf_weight=21 20 22 27 20 20 32 39 21 27 20 20 26 24 21 21 37 20 24 21 23
leaf_count=21 20 22 27 20 20 32 39 21 27 20 20 26 24 21 21 37 20 24 21 23
internal_value=0 0.0179236 -0.00613302 -0.00578494 -0.000265197 0.00796959 -0.0189666 -0.0381917 -0.0116188 0.00847644 0.00266333 0.0144765 0.0230124 0.0405939 0.00230534 -0.012284 -0.021101 -0.00397069 -0.0424132 -0.0176372
internal_weight=0 129 377 109 350 243 107 68 48 87 222 124 98 53 45 98 78 67 41 47
internal_count=506 129 377 109 350 243 107 68 48 87 222 124 98 53 45 98 78 67 41 47
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=22
num_cat=0
split_feature=4 3 6 0 4 12 12 5 12 6 6 2 2 11 11 11 4 4 8 7 9
split_gain=4.97049 17.1979 8.40149 6.2939 10.6035 8.24833 7.79777 7.06777 3.28203 2.99866 2.72577 2.94401 3.20406 2.29709 1.85943 1.85897 1.85242 2.00902 1.16761 1.08795 1.15033
threshold=0.70650000000000002 1.0000000180025095e-35 90.90000000000002 9.3339900000000018 0.62750000000000006 3.8650000000000007 23.645000000000007 7.1515000000000013 20.195000000000004 95.65000000000002 90.550000000000026 2.2450000000000006 3.5400000000000005 354.62500000000006 393.47000000000008 391.98500000000007 0.54100000000000015 0.50550000000000017 4.5000000000000009 4.1615000000000011 306.00000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -5 8 9 10 11 -7 -13 -4 15 19 17 18 -16 -14 -21
right_child=2 -3 13 6 -6 7 -8 -9 -10 -11 -12 12 14 -15 16 -17 -18 -19 -20 20 -22
leaf_value=-0.060615874691443007 -0.079905610699206597 0.0825878934433254 0.022250124652470865 -0.070847399808742384 0.06607441267371178 -0.031375244826388857 0.010400907908167159 0.058762135463101529 -0.040378047283738852 0.038866238044574862 -0.034186050749343375 0.037766597592444336 -0.011249849421839262 -0.025103827044367789 0.0003408465481230191 0.038162550344131886 -0.034944632276892665 0.025830747000873091 -0.029058668262917888 -0.0026162891515663696 0.030482807640025086
leaf_weight=22 20 26 21 27 25 24 21 21 20 20 23 27 29 20 35 20 21 20 22 21 21
leaf_count=22 20 26 21 27 25 24 21 21 20 20 23 27 29 20 35 20 21 20 22 21 21
internal_value=0 0.00366952 -0.0267694 -0.00122756 0.00318089 -0.00136344 -0.0353013 0.00265988 -0.0012284 0.00153836 -0.00130026 0.0018513 0.00554313 -0.000849364 0.000939782 0.011233 -0.0086182 -0.00143826 -0.0110063 0.0036472 0.0139333
internal_weight=0 445 61 419 371 346 48 324 303 283 263 240 216 41 189 91 98 77 57 71 42
internal_count=506 445 61 419 371 346 48 324 303 283 263 240 216 41 189 91 98 77 57 71 42
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=20
num_cat=0
split_feature=0 12 0 4 11 6 10 12 7 8 7 6 6 5 5 7 2 6 12
split_gain=5.6075 33.9633 15.6727 7.4031 10.9857 5.57883 4.85643 4.22454 3.74461 1.83524 2.80162 6.03143 1.62184 3.3165 3.01479 2.69187 2.01862 1.98415 2.81104
threshold=3.6856650000000006 13.185000000000002 2.1987050000000008 0.69650000000000001 369.76000000000005 97.950000000000017 14.750000000000002 3.9900000000000007 2.1777500000000005 2.5000000000000004 3.2986000000000004 83.100000000000009 36.000000000000007 6.5710000000000006 6.1625000000000005 6.5450500000000007 6.660000000000001 76.950000000000017 11.235000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 6 -1 -8 -5 -9 11 -11 15 14 17 16 -12 18 -14
right_child=1 3 -4 8 -6 -7 7 9 -10 10 12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.041227932197266615 0.13780633952468632 0.011991411978378892 -0.09003059040932429 0.046042550972973308 -0.076818325585470748 -0.048796373451857465 -0.046020686822012075 -0.019273012675143579 -0.0098189717531204229 0.051592398900538683 0.048056470629359999 -0.0088954059145180519 -0.028293518032878641 -0.040967441670596599 0.026859386127988074 -0.016958150709979237 0.003665548088029027 -0.03720479455022585 0.021573197318670842
leaf_weight=29 20 30 21 30 26 23 20 37 20 34 21 32 20 25 29 22 20 21 26
leaf_count=29 20 30 21 30 26 23 20 37 20 34 21 32 20 25 29 22 20 21 26
internal_value=0 0.0182817 -0.00606182 -0.00427016 -0.0292417 -0.00114999 0.00211152 -0.00158352 0.0236979 0.00151315 0.0045895 0.022265 -0.00175062 -0.00852506 -7.65179e-05 0.0112606 0.0264024 -0.0117353 -0.000107983
internal_weight=0 126 380 106 56 359 336 307 50 287 250 66 184 121 96 63 41 67 46
internal_count=506 126 380 106 56 359 336 307 50 287 250 66 184 121 96 63 41 67 46
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=20
num_cat=0
split_feature=11 7 11 12 11 7 7 1 5 11 8 6 11 5 10 12 12 11 6
split_gain=5.29059 18.4515 8.38849 10.9642 7.88975 6.74733 5.42204 3.98623 4.66632 3.45463 4.93629 3.15859 2.92687 2.51092 3.40265 2.07789 3.1706 1.78884 1.01591
threshold=387.21000000000009 1.58945 377.34000000000009 9.5050000000000008 389.41500000000002 3.6687000000000007 1.6898000000000002 72.500000000000014 6.8375000000000012 105.24000000000001 4.5000000000000009 95.500000000000014 333.24500000000006 6.5915000000000008 17.500000000000004 7.8900000000000015 9.6750000000000025 393.47000000000008 67.700000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -4 -6 8 11 -5 -11 13 -12 14 -8 -16 -17 -18 -19
right_child=4 2 5 9 6 -7 7 -9 -10 10 12 -13 -14 -15 15 16 17 18 -20
leaf_value=0.10140547127950759 -0.067339597841990853 -0.069894401477470711 0.073120823085308082 -0.024825412081554532 -0.04740577735579931 0.002229374207170873 -0.0351630632969318 0.038450907738879325 -0.035149903232470539 -0.025374587178230285 0.061656057320180396 0.040373852444608928 0.011015196725726128 0.029292827771733639 -0.024955515757513546 0.041322148929942737 0.020926485008870566 0.0051100077018851331 -0.023196104587987067
leaf_weight=21 21 26 25 30 26 29 32 25 39 20 21 20 25 23 24 22 24 21 32
leaf_count=21 21 26 25 30 26 29 32 25 39 20 21 20 25 23 24 22 24 21 32
internal_value=0 0.0128063 0.00223478 -0.0122898 -0.00816452 0.0350495 -0.00384967 0.000472694 -0.00353345 0.00331149 0.016101 0.00269404 0.0341339 -0.00153965 -0.00611479 0.00144248 0.007842 -0.00172376 -0.0119805
internal_weight=0 197 176 122 309 54 288 262 237 96 66 198 46 178 155 123 99 77 53
internal_count=506 197 176 122 309 54 288 262 237 96 66 198 46 178 155 123 99 77 53
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=21
num_cat=0
split_feature=4 3 0 0 4 12 12 5 12 6 6 12 0 10 0 0 10 7 11 0
split_gain=4.64344 13.8844 7.00557 5.4125 8.0624 6.52882 6.1258 5.68073 2.25473 2.55061 1.95172 2.11265 2.35083 3.54531 3.97714 1.71467 1.63757 1.63463 1.15064 2.49184
threshold=0.70650000000000002 1.0000000180025095e-35 4.7106000000000003 9.3339900000000018 0.62750000000000006 23.645000000000007 3.8650000000000007 7.1515000000000013 20.195000000000004 95.65000000000002 90.550000000000026 5.0600000000000014 0.053660000000000006 17.850000000000005 0.091710000000000014 0.042990000000000007 20.550000000000001 5.7051500000000006 388.63500000000005 0.22948000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -5 -1 8 9 10 11 -8 15 14 -14 -13 17 18 -15 -20
right_child=2 -3 -4 5 -6 -7 7 -9 -10 -11 -12 12 13 16 -16 -17 -18 -19 19 -21
leaf_value=-0.051790598983114416 -0.063902724051365142 0.074456033153602705 0.0043256800690227573 -0.064976788441547084 0.058076787598431115 0.0093673076214534894 -0.028702938530061929 0.053036340432507656 -0.03319568164646626 0.035973138604313136 -0.028898637932117867 0.00028956454771105199 0.066054514813281243 -0.031774938734015455 0.0064641056582331663 -0.037035595057532192 0.026133916429667309 0.018750655422142395 -0.024926568695809694 0.017262085473963195
leaf_weight=22 27 26 34 27 25 21 21 21 20 20 23 32 21 20 24 20 22 24 28 28
leaf_count=22 27 26 34 27 25 21 21 21 20 20 23 32 21 20 24 20 22 24 28 28
internal_value=0 0.00354674 -0.0258738 -0.000853356 0.00323478 -0.0324512 -0.000727792 0.00273944 -0.000746489 0.00154674 -0.00107124 0.00159556 0.00450089 0.0102823 0.034273 -0.0140663 0.00143326 -0.00400089 -0.0111856 -0.00383224
internal_weight=0 445 61 419 371 48 346 324 303 283 263 240 219 167 45 52 122 100 76 56
internal_count=506 445 61 419 371 48 346 324 303 283 263 240 219 167 45 52 122 100 76 56
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=18
num_cat=0
split_feature=11 7 9 11 11 12 6 1 8 5 8 11 0 9 11 12 10
split_gain=4.98001 15.653 6.96557 6.38998 4.62606 11.3253 4.60227 3.47434 2.96088 2.71963 2.53518 5.3898 1.69823 1.82255 1.98478 1.6915 0.814243
threshold=387.21000000000009 1.58945 278.00000000000006 389.41500000000002 377.34000000000009 9.5050000000000008 97.600000000000009 72.500000000000014 2.5000000000000004 6.8375000000000012 5.5000000000000009 105.24000000000001 0.071580000000000019 304.50000000000006 396.66000000000003 11.675000000000002 19.900000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -4 7 8 -5 12 -7 -12 -10 15 16 -14 -15
right_child=3 2 4 6 -6 10 -8 -9 9 -11 11 -13 13 14 -16 -17 -18
leaf_value=0.09402887736048017 -0.061175851532745934 0.055322408777746294 -0.077687906202070584 -0.037307434626247575 0.024930598496053464 -0.022519734602481609 -0.038589631672948599 0.035983929455280304 0.023676533465727401 -0.027308171757807337 -0.02075626363080961 0.039089020253980866 -0.026786203641030529 -0.017379687895022689 0.030164892176787056 0.008409267867153342 0.008669030403585307
leaf_weight=21 21 22 23 23 39 31 34 25 39 30 27 34 36 21 30 22 28
leaf_count=21 21 22 23 23 39 31 34 25 39 30 27 34 36 21 30 22 28
internal_value=0 0.0124247 0.00268784 -0.00792125 -0.00483138 -0.0149246 -0.0040381 0.000586904 -0.0032774 0.00052207 0.000766259 0.0126001 0.00526586 2.48667e-05 0.00990767 -0.0134362 -0.00249471
internal_weight=0 197 176 309 154 115 288 254 229 206 92 61 176 137 79 58 49
internal_count=506 197 176 309 154 115 288 254 229 206 92 61 176 137 79 58 49
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=20
num_cat=0
split_feature=5 7 7 12 7 11 11 5 0 5 6 7 10 11 12 9 6 7 4
split_gain=4.32117 27.2699 14.5645 3.79477 3.40639 4.09373 7.02832 6.53243 4.58526 4.6202 2.99302 2.55946 6.27932 2.69738 2.4666 2.12691 1.84877 1.65836 1.39899
threshold=5.8685000000000009 1.7322500000000003 1.5224500000000003 15.775 1.9283000000000003 387.21000000000009 390.34500000000008 6.9470000000000001 0.034555000000000009 6.8375000000000012 66.15000000000002 6.2047500000000007 17.850000000000005 396.66000000000003 8.6300000000000008 434.50000000000006 94.550000000000011 2.5575500000000004 0.53500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 10 -3 7 -7 14 -8 11 -4 12 -10 18 -6 -5 17 -16 -14
right_child=1 4 3 15 5 6 8 -9 9 -11 -12 -13 13 -15 16 -17 -18 -19 -20
leaf_value=-0.092377578857399167 0.11312884329394862 -0.037894353565449519 -0.050592123132664715 0.037955367178297963 -0.025129511207342151 -0.056816935241222381 0.036188850917949759 0.066708782581346368 0.045057497662492098 -0.039233987373965135 0.0041163839399814611 -0.029876760080118071 -0.0067944942941439565 -0.028731559616897037 0.043451612665439433 -0.0024931554610912619 -0.012624274932313712 0.0086841110701617943 0.026646763746711339
leaf_weight=21 22 24 20 26 21 25 29 21 32 35 20 22 29 34 23 26 20 34 22
leaf_count=21 22 24 20 26 21 25 29 21 32 35 20 22 29 34 23 26 20 34 22
internal_value=0 0.00495528 -0.0172339 -8.14922e-05 -0.00145932 0.00106068 -0.00678627 0.0160952 -0.000624858 -0.00676048 -0.0232379 0.00141631 0.00730047 -0.00691394 0.0052494 0.0177311 0.0135346 0.0227131 0.00763115
internal_weight=0 393 113 92 371 347 228 119 203 174 40 139 117 85 98 52 77 57 51
internal_count=506 393 113 92 371 347 228 119 203 174 40 139 117 85 98 52 77 57 51
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=19
num_cat=0
split_feature=12 6 7 6 9 0 10 12 12 4 7 12 6 2 5 6 2 11
split_gain=4.52435 36.7719 30.8364 10.1967 6.10613 5.52321 4.43363 3.38738 3.51229 3.34283 4.87232 2.94429 3.24075 2.11828 2.19674 1.68797 1.40395 0.984228
threshold=10.040000000000001 89.550000000000011 1.4577500000000003 77.750000000000014 274.50000000000006 14.377250000000002 17.850000000000005 5.0600000000000014 6.7000000000000002 0.71550000000000014 2.0162500000000003 14.680000000000001 85.450000000000017 9.7950000000000017 6.2295000000000007 94.350000000000009 5.2550000000000017 391.18000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 9 -1 -6 -9 10 -4 13 -13 17 -15 -14 -10 -12
right_child=2 -3 5 -5 7 -7 -8 8 16 -11 11 12 15 14 -16 -17 -18 -19
leaf_value=0.058216459353764849 -0.12802543260157109 0.13664750754334298 -0.039961872436106209 -0.065116946496393366 -0.042781559620862421 0.049937513754481362 0.005827262566557953 0.027376103860836838 -0.034262376693500712 0.026654313248582185 0.016903002612778675 0.042490169074601285 -0.016736157142139715 -0.0480332659482956 -0.0041611825426419577 0.01999693189916963 -0.0018419514399925796 -0.010797435148008939
leaf_weight=30 20 21 39 23 23 21 35 31 22 32 23 26 29 25 21 22 34 29
leaf_count=30 20 21 39 23 23 21 35 31 22 32 23 26 29 25 21 22 34 29
internal_value=0 0.0108248 -0.00826007 -0.00251999 0.00570704 0.000711116 0.0300069 -0.00865196 0.000370811 -0.00349114 -0.00799887 -0.000875684 0.0137575 -0.0123732 -0.0280047 -0.000890511 -0.0145785 0.00145468
internal_weight=0 219 287 198 175 267 65 110 87 246 214 175 77 98 46 51 56 52
internal_count=506 219 287 198 175 267 65 110 87 246 214 175 77 98 46 51 56 52
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=21
num_cat=0
split_feature=7 11 11 5 10 2 12 10 11 8 2 12 5 5 12 12 12 11 10 11
split_gain=5.65774 3.01363 13.743 3.51922 3.6521 2.54178 2.91865 5.00175 2.50843 2.2238 3.0137 1.9461 2.06687 2.20293 1.79401 1.86455 1.52865 1.52262 1.15925 1.05643
threshold=1.4784000000000004 354.62500000000006 333.24500000000006 7.7280000000000006 14.850000000000003 4.8950000000000005 7.8900000000000015 18.350000000000005 195.16500000000005 3.5000000000000004 3.4250000000000003 10.200000000000001 6.3810000000000011 6.1750000000000016 14.645000000000001 19.605000000000004 17.155000000000005 394.95500000000004 19.050000000000004 394.69500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -3 9 7 -7 -2 19 -11 17 13 14 18 16 -16 -8 -13 -6
right_child=1 3 -4 -5 5 6 11 -9 -10 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.043689927671636854 -0.014234694506416824 -0.040683318081904542 -0.092100816946476705 0.0409142055770471 0.016775117344222962 0.01063659566347129 0.040428086186182648 -0.047266985231212207 0.026086949750229169 -0.02736625518649817 0.027530881296843293 -0.033201218041635693 0.026626466143698919 -0.031592515573419376 0.0047144317220005651 -0.012046365380287171 0.042515939883887771 0.0031847623298349587 -0.0018743259004420706 0.048888626978510902
leaf_weight=28 36 22 20 21 20 26 21 35 27 20 20 21 21 29 23 25 20 23 27 21
leaf_count=28 36 22 20 21 20 26 21 35 27 20 20 21 21 29 23 25 20 23 27 21
internal_value=0 -0.00255924 -0.0198809 0.00108051 -0.00115615 0.0013143 -0.00333145 -0.0225868 0.00304601 0.0168575 8.23131e-05 0.00226177 -0.00269439 -0.00694085 -0.000777938 0.00967046 0.0222965 0.02096 -0.0155798 0.0332235
internal_weight=0 478 83 395 374 352 271 61 63 81 40 210 166 145 116 68 43 44 48 41
internal_count=506 478 83 395 374 352 271 61 63 81 40 210 166 145 116 68 43 44 48 41
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=19
num_cat=0
split_feature=7 6 12 7 3 5 11 12 4 0 5 10 5 0 12 6 7 12
split_gain=4.58277 2.77191 8.72084 6.35915 5.68021 5.29309 3.59755 2.31616 4.1899 2.82864 2.82219 2.2282 1.31803 2.11338 2.90258 3.05519 2.09964 1.89062
threshold=1.4784000000000004 36.000000000000007 4.5750000000000002 6.5450500000000007 1.0000000180025095e-35 7.1210000000000013 394.89500000000004 9.0600000000000005 0.51250000000000007 0.071580000000000019 6.4280000000000008 16.700000000000006 6.0035000000000007 12.524750000000003 18.135000000000002 71.15000000000002 2.1777500000000005 12.865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 7 -2 8 -4 -9 11 -11 13 14 15 -13 -14 -18
right_child=1 2 4 -5 -6 -7 -8 9 -10 10 -12 12 16 -15 -16 -17 17 -19
leaf_value=0.039320932222264154 0.054428421429303646 -0.070341492313891654 -0.00049279276771765012 -0.020471148847469263 -0.048528016209602357 0.048296761733945461 0.0038608155989398561 0.035951864787123422 -0.056150628087509959 0.020193329248909972 0.025131338455278585 -0.026173824554478583 0.0053737878249111503 0.026298535559326409 -0.037568098163375488 0.021652009542894497 -0.011164844439675411 -0.049739338763713559
leaf_weight=28 34 20 38 35 25 22 24 22 21 28 34 22 22 20 26 34 24 27
leaf_count=28 34 20 38 35 25 22 24 22 21 28 34 22 22 20 26 34 24 27
internal_value=0 -0.00230332 -0.00604603 0.0131907 -0.00252299 0.000859731 0.0335039 -0.00242208 -0.0203032 0.00165123 -0.00153279 -0.00599871 -0.0101894 -0.0028476 -0.00995642 0.00286329 -0.0204479 -0.0315866
internal_weight=0 478 385 93 365 340 58 318 59 259 237 203 175 102 82 56 73 51
internal_count=506 478 385 93 365 340 58 318 59 259 237 203 175 102 82 56 73 51
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=19
num_cat=0
split_feature=7 11 11 11 5 6 5 5 7 12 11 5 4 6 11 0 4 12
split_gain=3.71205 2.50662 10.6291 3.18736 11.7056 3.76269 8.35882 3.76486 2.79549 2.74555 2.20176 2.11842 1.95695 3.3357 2.77034 1.78178 1.7161 1.64165
threshold=1.4784000000000004 354.62500000000006 333.24500000000006 384.99500000000006 6.6185000000000009 45.050000000000004 6.8375000000000012 6.9625000000000012 4.9906000000000015 9.5050000000000008 195.16500000000005 6.2760000000000007 0.49600000000000005 82.550000000000011 395.65000000000003 0.069620000000000015 0.54100000000000015 16.205000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 9 7 12 8 -5 -3 -2 -10 15 16 17 -7 -14 -15
right_child=1 3 -4 5 -6 6 -8 -9 11 -11 -12 -13 13 14 -16 -17 -18 -19
leaf_value=0.035388838180473878 -0.013897575714832378 -0.032256052490662449 -0.081383700892329214 0.031969057938650895 0.081187067753423686 0.037731392042977471 -0.052463514895106735 0.051926512401551009 0.012461465532365053 0.012353543752200298 0.023878946293283396 -0.028497432109101547 -0.006690430878238245 0.0070883156061172488 0.026658986374626267 -0.0011065722270696251 -0.043728262687037736 -0.029930830779282942
leaf_weight=28 36 22 20 23 22 21 39 20 23 37 27 28 22 25 34 27 29 23
leaf_count=28 36 22 20 23 22 21 39 20 23 37 27 28 22 25 34 27 29 23
internal_value=0 -0.00207299 -0.0178705 0.0012465 0.0189329 -0.00331591 -0.0104714 0.0134309 0.00302667 -0.00428054 0.00229236 -0.0100258 -0.00142333 -0.00766996 0.00481956 0.015885 -0.0277512 -0.01065
internal_weight=0 478 83 395 81 314 220 94 74 59 63 51 181 133 82 48 51 48
internal_count=506 478 83 395 81 314 220 94 74 59 63 51 181 133 82 48 51 48
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=20
num_cat=0
split_feature=6 7 12 10 7 11 12 12 6 10 2 7 12 7 12 10 5 7 11
split_gain=3.98115 15.6605 9.11182 4.27379 7.68321 3.94859 3.06466 2.18299 1.67463 1.76266 2.10187 3.67024 2.81972 1.74661 1.92774 1.37456 1.37372 1.15953 0.451735
threshold=97.600000000000009 1.8018000000000003 22.670000000000005 14.750000000000002 2.0162500000000003 376.35500000000008 3.9900000000000007 18.560000000000006 91.65000000000002 16.250000000000004 9.1250000000000018 3.3460000000000005 9.4400000000000013 3.9951500000000002 5.8950000000000005 18.350000000000005 6.2295000000000007 2.8806500000000006 396.26000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -3 -5 -2 -6 8 9 -8 11 -11 -12 -13 -15 -16 17 -14 -17
right_child=2 3 -4 4 6 -7 7 -9 -10 10 12 13 16 14 15 18 -18 -19 -20
leaf_value=0.070917785924393684 0.037859392911195756 0.035218938239368384 -0.070549512386322025 -0.059365525702014567 -0.038887568321079015 -0.021242091002372596 -0.021189995182137336 0.03046807550514738 -0.026209728252918771 0.042477611104647317 -0.041268618858885026 -0.022725574851834351 0.0070649097957040958 0.034493513146172404 -0.014538850678582094 0.018650287153500627 0.020701190053174893 -0.024688621189283291 -3.8021022365206767e-06
leaf_weight=32 20 29 25 24 20 26 31 24 24 30 20 21 23 23 32 34 24 23 21
leaf_count=32 20 29 25 24 20 26 31 24 24 30 20 21 23 23 32 34 24 23 21
internal_value=0 0.00358355 -0.0219556 -0.00176309 -0.00463068 0.00445421 -0.000877432 0.00142621 -0.000851581 0.00130656 0.00408502 0.0109269 -0.00815432 0.00370153 0.0087467 0.00194008 0.0013069 -0.00881186 0.0115278
internal_weight=0 435 71 403 374 46 350 330 306 282 251 161 90 131 110 87 70 46 55
internal_count=506 435 71 403 374 46 350 330 306 282 251 161 90 131 110 87 70 46 55
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=22
num_cat=0
split_feature=4 3 0 0 12 4 12 5 6 5 8 0 2 6 11 5 2 6 6 0 0
split_gain=3.63643 10.3192 6.00814 5.27272 6.93161 6.29076 5.07566 3.59571 2.15527 6.06349 2.44479 3.98077 3.05784 2.17493 2.05503 1.98659 1.81286 1.7796 0.772122 0.714053 0.791817
threshold=0.70650000000000002 1.0000000180025095e-35 4.0679050000000005 9.3339900000000018 23.645000000000007 0.62750000000000006 3.8650000000000007 7.1515000000000013 79.450000000000017 6.0985000000000005 3.5000000000000004 0.088275000000000006 3.9850000000000008 36.70000000000001 395.13000000000005 5.8565000000000014 13.360000000000001 38.20000000000001 93.850000000000009 0.14671000000000003 0.38474500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 -1 8 10 15 14 12 -12 -13 -8 -10 -11 -14 -4 -15 -21
right_child=2 -3 18 4 -6 -7 7 -9 9 16 11 13 17 19 -16 -17 -18 -19 -20 20 -22
leaf_value=-0.046600226380608303 -0.066210657500085382 0.064270050855926603 -0.014050783477723601 -0.065355735603306028 0.011247311390581586 0.051823507025837906 0.0090044450014829646 0.043051955822323053 -0.012019754126667977 -0.0025498832110315561 -0.050566004358586818 0.038453062150627382 0.017758134547621013 -0.01199621206149459 0.050119225643575196 -0.049642126742401163 0.038616041652858257 -0.023457237324592744 0.0137363051623106 0.023038217623252422 -0.0039030581712722781
leaf_weight=22 21 26 20 27 21 25 31 21 25 23 21 25 20 20 20 32 20 22 20 24 20
leaf_count=22 21 26 20 27 21 25 31 21 25 23 21 25 20 20 20 32 20 22 20 24 20
internal_value=0 0.00313868 -0.0228969 -0.000654673 -0.0318419 0.00338033 -0.000119897 0.00303618 0.000262804 -0.0117537 0.00618226 -0.000174502 -0.0194092 0.0134411 0.0251279 -0.0331411 0.0165971 -0.00383087 -0.000157239 0.00367081 0.0107922
internal_weight=0 445 61 419 48 371 346 324 303 100 203 152 63 89 51 57 43 42 40 64 44
internal_count=506 445 61 419 48 371 346 324 303 100 203 152 63 89 51 57 43 42 40 64 44
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=21
num_cat=0
split_feature=0 12 4 0 12 11 6 7 0 12 0 0 8 9 11 0 12 11 6 10
split_gain=3.84549 23.0649 11.9221 6.3926 7.00788 4.28035 3.14549 5.14406 4.94987 8.8811 3.59043 2.17395 2.02187 2.15263 2.91965 3.21698 2.15958 1.57106 2.50641 2.45156
threshold=3.5518450000000006 12.865 0.63900000000000012 5.6808650000000007 17.295000000000005 299.92500000000001 79.450000000000017 2.8315000000000006 0.52036000000000016 10.585000000000003 0.17138 11.134250000000002 4.5000000000000009 322.00000000000006 390.72000000000008 0.081005000000000008 5.9850000000000012 379.16500000000002 41.300000000000004 18.650000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -3 -5 -6 7 -1 9 -8 -11 -7 13 14 -9 16 -16 -14 -19 -20
right_child=1 3 -4 4 5 11 8 12 -10 10 -12 -13 17 -15 15 -17 -18 18 19 -21
leaf_value=0.054713704111054542 0.11361713573336601 0.047876850301399827 -0.069125627186817681 -0.060869187147667016 0.034820818543434148 -0.041238844078034166 -0.086721873618662362 0.049148711697621777 0.013953900888848764 0.023604192673450427 -0.031527621689019729 0.0053868342936038973 0.016153249405324459 -0.015298762459021349 0.047026897797530352 -0.017695112066964308 0.0036511954929058753 0.0037555601447820663 -0.056099975463889895 -0.0077800316192830612
leaf_weight=20 20 20 27 24 25 20 20 22 39 21 27 20 20 26 22 30 24 37 21 21
leaf_count=20 20 20 27 24 25 20 20 22 39 21 27 20 20 26 22 30 24 37 21 21
internal_value=0 0.0149031 -0.00509947 -0.00320957 -0.0146897 0.00236123 -0.000160307 0.00613039 -0.0144467 -0.0307352 -0.00740745 -0.017926 0.00177315 0.0102812 0.0170677 0.00778115 0.0243961 -0.00888343 -0.0152218 -0.03194
internal_weight=0 129 377 109 89 65 350 243 107 68 48 40 223 124 98 76 46 99 79 42
internal_count=506 129 377 109 89 65 350 243 107 68 48 40 223 124 98 76 46 99 79 42
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=22
num_cat=0
split_feature=7 0 3 12 5 5 6 10 6 9 5 2 12 5 6 0 7 12 5 7 11
split_gain=3.2519 17.96 2.0763 4.08397 6.63236 1.88744 1.82483 2.35921 2.10079 3.30699 1.78368 1.01934 1.0988 1.60576 1.59079 1.19542 2.4802 0.904092 1.36434 3.44463 1.09999
threshold=1.5772500000000003 13.441000000000001 1.0000000180025095e-35 3.8650000000000007 7.221000000000001 6.9755000000000011 98.850000000000009 15.250000000000002 95.100000000000009 453.00000000000006 5.6555000000000009 2.9600000000000004 6.3950000000000005 6.4320000000000013 79.450000000000017 0.092825000000000019 4.8375000000000012 10.200000000000001 6.128000000000001 2.5575500000000004 392.52500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 -5 10 -10 -9 -12 -13 15 -15 16 -14 -17 19 -19 -21
right_child=2 -3 -4 4 -6 -7 -8 8 9 -11 11 12 13 14 -16 17 -18 18 -20 20 -22
leaf_value=0.094370000511407856 -0.042548528787764633 -0.039644938781857493 -0.027353056452627623 0.029810139510248392 0.053852334833177543 -0.03132992098107934 -0.027721653201363307 0.03074949763360478 0.0087143385037779814 -0.046885271046472637 0.020052763819694522 -0.022858305410905319 -0.042864717081898734 -0.00043554387520998721 0.038532143640331924 0.019479923031252365 0.0025977524596133405 0.038885649621841462 -0.020276273513833681 -0.024787955779659875 0.0065511015199479607
leaf_weight=20 22 20 31 28 23 20 22 21 20 23 24 22 21 22 20 23 28 21 30 24 21
leaf_count=20 22 20 31 28 23 20 22 21 20 23 24 22 21 22 20 23 28 21 30 24 21
internal_value=0 0.0273625 -0.00234871 -0.000566796 0.00166952 -0.00140793 0.000209475 0.00197524 -0.000460318 -0.021025 0.00273203 0.000433724 -0.00159583 0.000631666 0.0181205 -0.00374054 -0.0168862 0.00167236 -0.00259404 0.00544335 -0.0101631
internal_weight=0 40 466 435 413 390 370 348 320 43 277 256 232 210 42 168 49 119 96 66 45
internal_count=506 40 466 435 413 390 370 348 320 43 277 256 232 210 42 168 49 119 96 66 45
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=21
num_cat=0
split_feature=0 12 4 4 4 6 7 5 4 5 11 7 6 5 12 11 5 5 5 5
split_gain=3.32655 19.0719 10.6912 5.29022 7.31301 2.7564 4.76491 8.72344 4.32811 4.00489 3.59981 2.73066 2.29373 3.65246 2.68507 1.85799 1.89635 0.764421 1.07552 1.33707
threshold=3.6856650000000006 13.185000000000002 0.63900000000000012 0.69650000000000001 0.62750000000000006 83.100000000000009 3.2986000000000004 6.1385000000000005 0.52200000000000013 6.0985000000000005 379.55500000000006 2.1777500000000005 67.700000000000003 7.1210000000000013 4.8450000000000006 379.16500000000002 6.5025000000000004 5.9340000000000002 6.1100000000000003 6.3135000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 6 7 -1 -7 10 -10 -5 13 14 -8 -16 17 -17 -19 -20
right_child=1 3 -4 11 -6 8 12 -9 9 -11 -12 -13 -14 -15 15 16 -18 18 19 -21
leaf_value=-0.014256004206836224 0.10364821744151415 0.022724853988204684 -0.064140933406140119 0.039904886260628707 -0.051919756957462863 -0.051244748213017978 -0.034872409836812453 0.074350394815206541 -0.050840310300035142 0.027260723071438925 0.0077121493184850332 -0.007797866258770228 -0.02808007039129734 0.038671893954277038 0.028690707100474319 -0.0096274710915706784 -0.026210270601754578 0.028320501829412856 -0.01671083513647318 0.019417202603071931
leaf_weight=20 20 21 28 30 35 24 22 25 21 28 21 20 27 25 23 27 26 22 21 20
leaf_count=20 20 21 28 30 35 24 22 25 21 28 21 20 27 25 23 27 26 22 21 20
internal_value=0 0.0140808 -0.00466891 -0.00281868 -0.023928 6.18244e-05 0.00540321 0.0349698 -0.0145986 -0.00203416 -0.0215641 0.0208238 -0.000843251 0.00311048 -0.00241148 0.00272622 -0.00242191 0.00445029 0.0104836 0.000912598
internal_weight=0 126 380 106 56 352 258 45 94 70 42 50 213 186 161 139 116 90 63 41
internal_count=506 126 380 106 56 352 258 45 94 70 42 50 213 186 161 139 116 90 63 41
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=21
num_cat=0
split_feature=4 3 6 0 4 12 12 12 6 0 10 6 11 7 11 12 11 10 5 11
split_gain=3.04552 8.18466 6.41941 3.49352 6.50464 5.45131 3.46185 2.3692 2.99007 2.07203 3.17179 2.72313 2.19757 1.49078 2.73631 4.06724 1.33601 1.20966 0.906876 0.358601
threshold=0.70650000000000002 1.0000000180025095e-35 90.90000000000002 9.3339900000000018 0.62750000000000006 23.645000000000007 3.8650000000000007 4.6950000000000012 97.050000000000011 0.066025000000000014 16.500000000000004 56.250000000000007 395.85000000000008 3.6334500000000003 396.23500000000007 13.905000000000003 354.62500000000006 19.050000000000004 6.1680000000000001 386.80000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -5 -1 -8 9 11 -11 12 -9 14 15 -12 -4 18 -15 -19
right_child=2 -3 16 5 -6 -7 7 8 -10 10 13 -13 -14 17 -16 -17 -18 19 -20 -21
leaf_value=-0.03916712511669506 -0.067401378336362547 0.057315192873088221 0.019319449223223189 -0.055612364025027665 0.052038276981562381 0.012320437938684509 0.034307521457473442 -0.014538963616359979 -0.035928193682974036 0.041813924085969734 -0.02232405318936799 -0.037923163662736237 0.027716500759124758 -0.030532029550522567 0.045140036456286912 0.028499396283540035 -0.01679429765790701 -0.0049909330205991868 -0.0024236447812820026 0.012295898374480507
leaf_weight=22 20 26 21 27 25 21 21 32 22 24 32 26 20 24 20 31 20 20 22 30
leaf_count=22 20 26 21 27 25 21 21 32 22 24 32 26 20 24 20 31 20 20 22 30
internal_value=0 0.00287237 -0.0209542 -0.000505943 0.00277848 -0.0258918 -0.000780758 0.00182572 -0.00042549 0.00235408 0.00767693 -0.011499 0.00171314 0.0030999 0.0129146 0.00268431 0.00170299 -0.00538574 -0.0170889 0.00538117
internal_weight=0 445 61 419 371 48 346 324 303 281 203 78 52 179 83 63 41 96 46 50
internal_count=506 445 61 419 371 48 346 324 303 281 203 78 52 179 83 63 41 96 46 50
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=19
num_cat=0
split_feature=11 7 7 5 7 8 11 11 12 4 0 5 7 2 6 0 10 6
split_gain=3.23284 15.247 8.1122 6.2394 4.82799 4.26434 8.24287 4.17126 3.65109 2.67681 2.32564 3.54722 3.09949 2.91803 2.37345 2.25001 1.63845 2.84305
threshold=383.75500000000005 1.7322500000000003 1.9283000000000003 6.5595000000000008 1.6898000000000002 5.5000000000000009 391.26000000000005 389.78000000000003 18.100000000000005 0.56150000000000011 0.079230000000000009 6.306 6.2468000000000012 3.7650000000000001 61.650000000000006 0.26888000000000006 18.100000000000005 75.500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 -2 7 -7 -6 16 10 12 14 13 -9 -12 -8 -4 -18
right_child=4 2 3 -5 5 6 15 9 -10 -11 11 -13 -14 -15 -16 -17 17 -19
leaf_value=0.075923270881176008 -0.045462007927043101 -0.054253490760922431 0.0084335551851175052 0.052797394916415219 0.036181363856626882 -0.075693307036445265 -0.025043829774054199 0.0570221078328111 0.034133689515292644 -0.034614828548261097 -0.017502662420272829 -0.038417363553135485 -0.011633114777665972 0.010282180280260303 0.023620153102092447 0.014035006409839674 -0.053421877119690181 -0.0044128508290982452
leaf_weight=30 28 25 22 25 36 21 26 22 20 21 25 27 29 34 32 34 20 29
leaf_count=30 28 25 22 25 36 21 26 22 20 21 25 27 29 34 32 34 20 29
internal_value=0 0.0111877 -0.00258582 0.00854945 -0.00571074 -0.00208522 -0.0217717 0.00497056 -0.00360657 -0.000943062 0.003241 -0.00855941 0.0149026 0.0286443 0.00558383 -0.00289916 -0.0142376 -0.0244165
internal_weight=0 171 141 116 335 307 81 226 91 190 169 84 85 56 57 60 71 49
internal_count=506 171 141 116 335 307 81 226 91 190 169 84 85 56 57 60 71 49
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=20
num_cat=0
split_feature=0 12 4 0 12 0 6 7 0 12 11 8 9 11 0 5 0 0 1
split_gain=2.97526 14.2842 9.13434 4.51514 5.09743 4.62044 2.41584 3.69232 3.52488 6.75043 2.49659 1.51972 1.77125 2.0304 2.34063 1.60488 1.55332 1.45068 0.993393
threshold=3.5518450000000006 12.865 0.63900000000000012 5.6808650000000007 17.295000000000005 14.377250000000002 79.450000000000017 2.8315000000000006 0.52036000000000016 10.585000000000003 393.23500000000007 4.5000000000000009 322.00000000000006 390.72000000000008 0.081005000000000008 6.5915000000000008 0.085555000000000006 0.21285000000000001 21.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -3 -5 -6 7 -1 9 -8 -11 12 13 -9 15 -15 18 -18 -13
right_child=1 3 -4 4 5 -7 8 11 -10 10 -12 16 -14 14 -16 -17 17 -19 -20
leaf_value=0.046511646024882794 0.090792691409587858 0.041788993794471027 -0.060528337458769482 -0.050178331664452951 -0.019444381616808275 0.034397264716348484 -0.075238738674670458 0.041944590524177663 0.011283998334637056 -0.027068578029194702 0.018703000620007515 -0.0067927877995229901 -0.014168114302894816 0.0021105456737462772 -0.014283637491365273 0.039502912090392785 0.016777511719952933 -0.015534202754497529 -0.03755134539235206
leaf_weight=20 20 20 27 24 37 28 20 22 39 26 22 21 26 22 30 24 33 24 21
leaf_count=20 20 20 27 24 37 28 20 22 39 26 22 21 26 22 30 24 33 24 21
internal_value=0 0.0131088 -0.0044855 -0.00114513 -0.0107932 0.00374894 -0.0001622 0.00535081 -0.0126824 -0.0264278 -0.00608994 0.00165925 0.00903551 0.0151916 0.00744727 0.0216196 -0.00757969 0.00317258 -0.0221721
internal_weight=0 129 377 109 89 65 350 243 107 68 48 223 124 98 76 46 99 57 42
internal_count=506 129 377 109 89 65 350 243 107 68 48 223 124 98 76 46 99 57 42
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=19
num_cat=0
split_feature=11 7 3 12 5 5 11 8 4 7 6 12 7 10 11 11 2 4
split_gain=2.76738 9.40863 2.9743 3.13052 4.71728 1.85426 1.79336 3.28111 2.97845 2.22677 1.6382 1.86381 1.32718 2.33222 2.81749 1.86112 1.65076 0.847735
threshold=195.16500000000005 1.5313500000000002 1.0000000180025095e-35 3.8650000000000007 7.221000000000001 6.9755000000000011 379.16500000000002 4.5000000000000009 0.63900000000000012 2.1777500000000005 95.350000000000009 14.895000000000001 5.4009000000000009 17.850000000000005 396.31500000000005 392.41500000000002 5.160000000000001 0.53500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 10 -9 11 12 13 -8 17 -14 -17 -15
right_child=1 2 -4 4 -6 -7 8 9 -10 -11 -12 -13 15 14 -16 16 -18 -19
leaf_value=-0.025590872298926117 0.055368437858358516 -0.03608842180533843 -0.032032116875052453 -0.011327751960244872 0.046609940347464192 -0.029691634885966781 0.033901220999125924 0.055950169721618294 -0.032096399702131753 0.013414921704679728 0.028757393844425678 -0.026817846670746805 -0.033580781661328822 0.0045750177232548594 -0.021784282315467651 0.023016609736563019 -0.015014697641134262 0.03007503899491646
leaf_weight=39 31 22 30 31 23 20 28 20 30 32 20 25 21 32 34 21 25 22
leaf_count=39 31 22 30 31 23 20 28 20 30 32 20 25 21 32 34 21 25 22
internal_value=0 0.00213714 -0.00164766 0.000597502 0.0026993 -9.83309e-05 0.00163735 0.0144231 -0.00247591 0.0297746 0.00142152 -0.00120693 0.00229183 0.00876397 0.000765748 -0.00891366 0.00234742 0.0149639
internal_weight=0 467 436 406 384 361 341 83 258 52 228 208 183 116 88 67 46 54
internal_count=506 467 436 406 384 361 341 83 258 52 228 208 183 116 88 67 46 54
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=19
num_cat=0
split_feature=0 7 11 7 7 6 5 5 12 5 6 6 8 7 0 0 9 10
split_gain=2.8919 16.1535 3.31121 8.01193 4.10503 2.53511 6.33738 2.32473 3.32942 2.43954 3.64909 3.17453 2.93707 1.53037 1.48043 1.93787 0.942714 0.376643
threshold=18.654600000000006 1.4784000000000004 354.62500000000006 1.9071500000000003 1.9791500000000002 85.450000000000017 6.2245000000000008 7.4140000000000006 5.0600000000000014 6.0440000000000014 76.600000000000009 62.350000000000009 3.5000000000000004 2.2772000000000001 0.053660000000000006 0.10635500000000002 306.00000000000006 20.150000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 17 8 -6 11 12 16 -11 -5 -14 -16 -10 -7
right_child=-2 2 4 13 5 6 -8 -9 9 10 -12 -13 14 -15 15 -17 -18 -19
leaf_value=0.089535672347992659 -0.037266593258827925 -0.067712841493776071 0.033167093750592826 -0.019310593392167771 -0.028335263507647646 0.019076087977737188 -0.048461183657248816 0.033039016632930095 -0.0071996705330632351 0.032106633911688075 0.046295488991129861 -0.035819575141569408 -0.027809334980944796 0.015887037950257459 0.023714301248009391 -0.012113475635285594 0.020039107526342075 -0.00033121485263109206
leaf_weight=20 20 25 37 21 36 20 36 23 27 29 26 29 21 30 26 36 24 20
leaf_count=20 20 25 37 21 36 20 36 23 27 29 26 29 21 30 26 36 24 20
internal_value=0 0.0015336 -0.00224331 -0.0213386 0.00147782 -0.00184372 -0.0180224 0.00259521 -0.000161511 0.00449103 0.0125454 -0.00940275 0.00471056 0.0013939 -0.00486156 0.00291108 0.00561858 0.00937244
internal_weight=0 486 466 76 390 353 76 277 254 218 138 80 112 51 83 62 51 40
internal_count=506 486 466 76 390 353 76 277 254 218 138 80 112 51 83 62 51 40
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=19
num_cat=0
split_feature=6 7 5 7 10 5 12 0 12 8 8 0 11 11 1 12 5 11
split_gain=2.71377 12.8507 8.86753 5.12936 2.58694 7.11151 1.63822 3.26375 1.71623 1.60765 1.79899 1.26414 2.54634 2.27629 1.53275 1.74043 0.703308 0.539372
threshold=97.600000000000009 1.8018000000000003 6.2140000000000013 1.5772500000000003 14.750000000000002 7.330000000000001 18.055000000000003 4.7106000000000003 5.0600000000000014 2.5000000000000004 3.5000000000000004 0.22463500000000003 388.63500000000005 381.66000000000003 26.500000000000004 8.490000000000002 5.988500000000001 395.72000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 6 7 8 -6 -10 -11 13 -13 -12 15 -15 -8 -17
right_child=2 4 -4 -5 5 -7 16 -9 9 10 11 12 -14 14 -16 17 -18 -19
leaf_value=0.063953873539867354 -0.083213063664734369 0.026887873399617346 0.026987504117466789 -0.014642575134833656 -0.020606582168755785 -0.062129523083567617 0.0055310114651270538 -0.033616164390696215 -0.019029169972857526 0.031858537516867118 0.028181964363902808 -0.009300851420714306 0.031768366161526909 0.019337390296949218 -0.030835770939787229 -0.0043443822226411589 0.031171606816351418 -0.024116720557636161
leaf_weight=32 20 29 27 24 35 20 23 32 29 24 20 26 36 26 24 37 20 22
leaf_count=32 20 29 27 24 35 20 23 32 29 24 20 26 36 26 24 37 20 22
internal_value=0 0.00295867 -0.018127 -0.045811 -0.00188462 -0.00411565 -0.000838026 -0.00336755 0.00010183 0.0030723 0.00605343 0.0028109 0.0145458 -0.00282912 -0.00851923 -0.00221809 0.0174569 -0.0117171
internal_weight=0 435 71 44 403 374 354 311 279 244 215 191 62 129 109 85 43 59
internal_count=506 435 71 44 403 374 354 311 279 244 215 191 62 129 109 85 43 59
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=19
num_cat=0
split_feature=12 5 10 5 7 7 11 0 12 0 0 7 5 12 2 11 0 12
split_gain=2.6543 7.06504 6.59548 4.44813 26.1931 6.97146 4.31888 1.40652 1.22216 1.94695 2.46885 1.66387 1.29291 1.71045 2.51468 1.86869 0.660941 0.593553
threshold=4.6950000000000012 6.9625000000000012 14.850000000000003 5.8685000000000009 1.8183500000000001 1.6362000000000003 392.81500000000005 0.26888000000000006 5.8950000000000005 0.047800000000000002 0.071580000000000019 6.0721500000000006 6.6050000000000013 13.345000000000001 9.9550000000000018 329.75000000000006 0.83290000000000008 18.135000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 5 -5 -4 -1 -7 -6 -10 -11 12 13 14 -12 -15 -17 -9
right_child=1 -3 3 4 8 7 -8 17 9 10 11 -13 -14 15 -16 16 -18 -19
leaf_value=0.044184283632785086 -0.04378856997936964 -0.043144298211122173 -0.061615052608692128 0.11871988411460604 0.02646585890091956 -0.013118874561041594 -0.015053266286849977 0.0019453905522823335 -0.021838018159861819 0.03378786050155759 0.0077415049288954057 -0.026192631545875755 0.026873179596094861 -0.011071870089150393 -0.030443434274810201 0.01219678670167923 0.035491522862797692 0.026308332122862339
leaf_weight=32 30 39 23 21 20 36 20 20 33 25 35 21 21 26 34 29 21 20
leaf_count=32 30 39 23 21 20 36 20 20 33 25 35 21 21 26 34 29 21 20
internal_value=0 -0.00245117 0.001373 0.00489209 0.0112161 -0.0133773 0.0214006 0.00122099 0.00269693 0.00075661 0.0042737 0.000327955 0.00368297 0.000324387 -0.0110743 0.0106732 0.0219806 0.0141269
internal_weight=0 454 415 385 286 99 52 76 265 245 212 187 166 145 69 76 50 40
internal_count=506 454 415 385 286 99 52 76 265 245 212 187 166 145 69 76 50 40
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=21
num_cat=0
split_feature=11 7 7 6 5 0 5 12 5 11 5 12 12 9 7 5 8 5 5 7
split_gain=2.50828 7.98587 5.7375 4.3344 7.23034 4.87706 3.83568 4.10969 2.77578 3.11643 2.65484 2.33632 3.09339 1.759 1.36615 1.61744 1.24417 1.04764 1.47028 0.915016
threshold=387.21000000000009 1.7322500000000003 1.9283000000000003 45.050000000000004 6.7440000000000007 0.11230500000000002 6.9470000000000001 18.560000000000006 6.1385000000000005 395.58500000000004 6.8660000000000005 11.570000000000002 18.135000000000002 309.00000000000006 4.9906000000000015 6.2760000000000007 4.5000000000000009 6.3910000000000009 5.8955000000000011 3.6334500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 8 -6 7 17 11 13 14 -5 16 -10 -2 -16 -13 18 -4 -20
right_child=3 2 6 4 5 -7 -8 -9 9 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21
leaf_value=0.055408678272168249 0.024606081519630695 -0.044034602224826816 -0.022822854081592101 -0.043090776653717397 -0.013819936625659467 -0.081340232163505721 0.04737225916414034 0.04010415612296625 0.013461344242095948 0.032723619994323924 0.044078385368699124 0.027453748491548358 -0.031344408974532161 -0.027514795044606383 0.012876716519341523 -0.024233546644002978 -0.0052722190220195518 -0.024488985317724726 0.024074990949815231 -0.0035386578712080213
leaf_weight=31 21 25 22 23 20 23 21 22 20 34 21 21 31 22 23 24 26 27 21 28
leaf_count=31 21 25 22 23 20 23 21 22 20 34 21 21 31 22 23 24 26 27 21 28
internal_value=0 0.00881777 0.000117053 -0.00562168 -0.0131547 -0.0499354 0.00794536 0.00104565 -0.00421926 0.0102172 0.0129992 -0.0150823 -0.00682341 -0.00800235 0.00340128 -0.00607321 0.00935002 -0.00772258 -0.00134663 0.00829576
internal_weight=0 197 166 309 220 43 141 120 177 76 89 101 78 42 68 47 47 98 71 49
internal_count=506 197 166 309 220 43 141 120 177 76 89 101 78 42 68 47 47 98 71 49
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=21
num_cat=0
split_feature=12 7 6 11 0 4 0 12 11 12 6 5 6 10 0 0 6 0 2 0
split_gain=2.45823 28.9166 23.4581 7.34956 4.49307 4.50852 3.17483 2.60834 5.20704 2.40434 3.10534 1.75228 2.72881 1.73488 3.25699 1.5495 0.974098 3.02525 0.641172 0.388729
threshold=10.040000000000001 1.4577500000000003 89.550000000000011 377.34000000000009 14.377250000000002 0.71550000000000014 1.1286950000000002 3.8650000000000007 389.78000000000003 9.0600000000000005 67.700000000000003 5.8755000000000015 87.750000000000014 16.500000000000004 0.069620000000000015 0.26888000000000006 73.350000000000009 0.17138 9.1250000000000018 0.12809000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 15 -5 -9 10 13 -8 -13 -10 -15 16 19 -18 -17 -3
right_child=1 4 -4 7 -6 -7 11 8 9 -11 -12 12 -14 14 -16 18 17 -19 -20 -21
leaf_value=-0.055823366874424012 -0.12206596959382297 -0.0023813840989023449 0.10847483071099435 -0.028755735570476171 0.046997896723804028 0.033817807532614097 -0.045488741378421377 0.046989476274506288 -0.022850379551805203 0.027694417029619219 -0.042221838235855104 0.015858865280946096 -0.029500119719240405 0.029398680731861127 -0.018776029267388843 0.006808778280392289 0.0076260013333349329 -0.043687623888254173 0.032130161803215741 0.015844610096378761
leaf_weight=23 20 25 21 21 21 32 23 29 21 25 20 21 36 36 23 20 27 20 20 22
leaf_count=23 20 25 21 21 21 32 23 29 21 25 20 21 36 36 23 20 27 20 20 22
internal_value=0 -0.0060886 0.00797912 -0.00267951 0.00259885 -0.00119132 -0.00642633 0.00430511 0.0088134 -4.34438e-05 -0.00697791 -0.0221901 -0.0127889 0.00183307 0.0106187 0.00298489 -0.00402983 -0.0142096 0.0194695 0.00614993
internal_weight=0 287 219 198 267 246 214 175 154 125 100 80 57 80 59 134 94 47 40 47
internal_count=506 287 219 198 267 246 214 175 154 125 100 80 57 80 59 134 94 47 40 47
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=19
num_cat=0
split_feature=0 12 0 4 11 6 7 12 6 7 12 11 0 12 8 5 6 6
split_gain=2.25981 11.6362 8.49122 5.17352 5.98925 2.19185 3.11172 3.01882 2.50458 2.08586 2.06681 1.36154 1.8778 2.20741 0.897469 1.26517 0.803859 1.32055
threshold=3.6856650000000006 13.185000000000002 2.1987050000000008 0.69650000000000001 369.76000000000005 80.100000000000009 2.8001000000000005 7.8900000000000015 95.350000000000009 2.1777500000000005 16.260000000000002 379.16500000000002 0.034555000000000009 5.5100000000000007 5.5000000000000009 5.9340000000000002 42.150000000000013 58.050000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 6 -1 -7 10 -5 -9 -8 -13 -14 15 -15 -17 -18
right_child=1 3 -4 9 -6 7 11 8 -10 -11 -12 12 13 14 -16 16 17 -19
leaf_value=0.04193153201291959 0.081566973004955801 0.0079752577965458236 -0.06565419306002912 0.038462327197194106 -0.057598914779149572 -0.043163331349690755 0.020088773208451184 -0.0010506352616680994 0.01870018316319946 -0.0032295878976583482 -0.039955347741488373 0.018900799037267768 -0.028954537415548282 -0.013549111198101725 -0.017340695609649025 0.026912556494505187 -0.01197157947268958 0.022820751096587627
leaf_weight=21 20 30 21 30 26 24 34 36 33 20 22 36 34 28 24 23 24 20
leaf_count=21 20 30 21 30 26 24 34 36 33 20 22 36 34 28 24 23 24 20
internal_value=0 0.0116056 -0.00384817 -0.00159468 -0.0224699 -0.000232773 0.00513151 -0.0116144 -0.00329379 0.0217856 -0.0158076 0.00166604 -0.0016481 -0.00648314 -6.27386e-05 0.00430222 0.0117625 0.00384312
internal_weight=0 126 380 106 56 359 244 115 91 50 58 223 189 153 119 95 67 44
internal_count=506 126 380 106 56 359 244 115 91 50 58 223 189 153 119 95 67 44
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=20
num_cat=0
split_feature=7 0 6 12 7 3 5 1 12 12 4 7 11 0 6 6 7 6 6
split_gain=2.23779 10.8737 1.57757 5.62502 3.42834 2.94853 3.47077 2.62566 2.2714 1.95599 3.00496 2.35399 2.36882 2.46876 2.43548 2.84104 1.75554 1.31134 1.25117
threshold=1.5772500000000003 13.441000000000001 36.000000000000007 4.5750000000000002 6.5450500000000007 1.0000000180025095e-35 7.1210000000000013 33.500000000000007 23.645000000000007 9.0600000000000005 0.51250000000000007 1.8671500000000003 396.23500000000007 0.22082500000000002 66.15000000000002 85.450000000000017 2.5575500000000004 75.500000000000014 94.550000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 6 8 -2 9 10 -5 -11 14 -14 -13 17 18 -16 -17
right_child=2 -3 3 5 -6 -7 -8 -9 -10 11 -12 12 13 -15 15 16 -18 -19 -20
leaf_value=0.074837119653820991 0.0073710405773350172 -0.029440066814422607 -0.056445390428416432 0.00093326209676697065 -0.015012140827519553 -0.035034762561321257 0.038956694846803495 0.050865636037095735 -0.031698427054410179 0.032313544330773533 -0.046201773590984797 -0.028046205591942583 0.047338034717831767 -0.0017535045920383362 0.0043437921357425777 0.017972839315948282 -0.031621290951967244 0.038493655751580785 -0.013766415127449567
leaf_weight=20 35 20 20 38 35 25 22 23 24 27 21 35 20 21 22 23 25 23 27
leaf_count=20 35 20 20 38 35 25 22 23 24 27 21 35 20 21 22 23 25 23 27
internal_value=0 0.0226985 -0.00194837 -0.00485365 0.00970399 -0.00193061 0.000592575 0.0246189 -0.00216563 0.0003478 -0.0158436 0.00463163 0.000818302 0.0221936 -0.00483581 0.00193389 -0.00998467 0.0217982 0.000833642
internal_weight=0 40 466 373 93 353 328 58 306 282 59 223 196 41 155 120 75 45 50
internal_count=506 40 466 373 93 353 328 58 306 282 59 223 196 41 155 120 75 45 50
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=20
num_cat=0
split_feature=4 3 6 0 4 12 12 5 7 5 12 7 8 11 12 8 10 0 2
split_gain=2.23426 6.06391 4.76441 2.75375 4.74211 4.71684 2.16508 1.87293 1.51939 1.96026 1.80135 1.40761 1.66216 1.15692 0.854799 1.09857 1.31782 0.934419 0.733151
threshold=0.70650000000000002 1.0000000180025095e-35 90.90000000000002 9.3339900000000018 0.62750000000000006 23.645000000000007 3.8650000000000007 7.1515000000000013 2.5366000000000004 6.0985000000000005 5.0600000000000014 3.6334500000000003 5.5000000000000009 354.62500000000006 7.4750000000000005 4.5000000000000009 18.550000000000004 0.14190500000000003 4.8950000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -5 -1 8 9 -8 -10 12 -12 -4 18 16 -16 -17 -13
right_child=2 -3 13 5 -6 -7 7 -9 10 -11 11 14 -14 -15 15 17 -18 -19 -20
leaf_value=-0.030927701042541729 -0.057962032468058172 0.049321801186754159 0.017964863138539452 -0.050632010124347829 0.04452811657637358 0.012558918304386595 -0.028240442853898574 0.030370835415531129 -0.024776286445558071 0.0072078000897398374 0.033344993912888803 0.027148767446633429 -0.0029860821086913347 -0.015641246661543845 -0.025664120799664299 -0.0042035308045645561 0.001488122840722402 0.025063359942287207 0.0018878715457739653
leaf_weight=22 20 26 21 27 25 21 39 21 21 26 34 20 20 20 33 24 39 20 27
leaf_count=22 20 26 21 27 25 21 39 21 21 26 34 20 20 20 33 24 39 20 27
internal_value=0 0.00246023 -0.0179476 -0.000447645 0.00246837 -0.022986 -0.000570633 0.00149065 -0.000510948 -0.0140611 0.00318974 0.00589613 0.019889 0.00157164 0.00126044 -0.00334911 -0.0109567 0.0090996 0.0126372
internal_weight=0 445 61 419 371 48 346 324 303 65 238 217 54 41 163 116 72 44 47
internal_count=506 445 61 419 371 48 346 324 303 65 238 217 54 41 163 116 72 44 47
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
Column_12=293
Column_5=269
Column_7=253
Column_6=216
Column_0=207
Column_11=185
Column_4=138
Column_10=99
Column_9=79
Column_2=69
Column_8=49
Column_1=14
Column_3=11

parameters:
[boosting: gbdt]
[objective: regression]
[metric: auc]
[tree_learner: serial]
[device_type: cpu]
[linear_tree: 0]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 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]
[feature_fraction: 1]
[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]
[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: ]
[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: ]
[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
