tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=4
objective=regression
feature_names=airline_sentiment_confidence negativereason_confidence sentiment_numeric negativereason_numeric retweet_count
feature_infos=[0.33500000000000002:1] [0:1] [0:2] [0:10] [0:32]
tree_sizes=2698 2750 2739 2747 2750 2740 2737 2751 2774 2759 2757 2773 2769 2790 2793 2683 2800 2797 2791 2784 2785 2777 2809 2787 2794 2799 2812 2806 2818 2812 2829 2837 2800 2842 2837 2843 2746 2846 2830 2850 2870 2852 2877 2081 2879 2076 2341 2873 2367 2590 1747 2908 2895 2710 2557 2910 2649 2440 2380 2905 1317 2383 1755 1853 1673 1938 1748 1754 2930 1323 1859 1774 1585 1955 1960 2044 1595 2918 2227 2133 2935 2941 1403 1414 1488 2945 1401 2958 1403 1577 1575 2048 2326 1149 1976 1782 1049 1050 1531 2108

Tree=0
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 0 0 4 4 4 4 0 0 0 4 0 4 0 1 0 0 0 0 4 4 0 0 1 0
split_gain=6.69718e+06 140012 52865.8 27418.2 11749.2 9724.8 6190.61 1649.04 899.287 745.686 666.395 485.372 336.79 484.324 332.366 230.383 212.53 181.592 153.204 141.638 98.9018 111.449 96.726 84.654 56.9267 56.5639 25.4505 18.4186 16.3765 13.4665
threshold=1.0000000180025095e-35 0.92820000000000003 0.78010000000000013 0.71590000000000009 0.47535000000000005 0.47535000000000005 0.39055000000000001 0.61415000000000008 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.69795000000000007 0.67295000000000005 0.67875000000000008 1.0000000180025095e-35 0.7007500000000001 1.0000000180025095e-35 0.66705000000000014 0.66905000000000014 0.34285000000000004 0.34855000000000008 0.65145000000000008 0.35675000000000007 1.0000000180025095e-35 1.5000000000000002 0.69395000000000018 0.63445000000000007 0.35935000000000006 0.66335000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 6 15 7 20 -2 -4 19 24 12 13 -8 22 28 -14 18 -9 -6 -1 -22 27 -23 -5 -10 -16 -7 -3 -13
right_child=1 2 8 10 9 14 11 17 25 -11 -12 29 16 -15 26 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=57.041323982984643 61.356068134609622 62.598000629578344 63.574809273488306 58.336135700989132 63.053816825653904 62.258235967471656 57.8561701437689 61.886368762537415 63.781079131978238 63.299941556073307 58.82910806049275 58.270117073804954 57.491279598850412 57.970496006921977 62.492838100674795 62.837061383277991 57.798752198011499 62.216281688164493 61.984536816738668 63.104005275725839 57.413597053824915 57.101918812543964 62.410189984434652 57.295935779156409 58.436392603337552 63.958814316541769 62.558537634061246 62.335417958051778 62.631263593370946 58.162680182521648
leaf_weight=25 51 412 2578 2407 1146 44 1023 314 171 163 28 20 29 581 121 48 100 24 322 1104 34 44 321 46 58 20 115 104 231 28
leaf_count=25 51 412 2578 2407 1146 44 1023 314 171 163 28 20 29 581 121 48 100 24 322 1104 34 44 321 46 58 20 115 104 231 28
internal_value=61.1947 63.0575 63.2727 58.1249 62.9893 62.1649 57.842 61.9039 63.5903 63.0934 58.344 57.8938 57.8851 57.8976 62.4281 62.6257 57.7296 61.9463 61.9361 63.0784 57.2228 57.2594 62.3794 57.2011 58.3385 63.7997 62.5249 62.3125 62.61 58.2074
internal_weight=11712 7289 5873 4423 3104 1416 1930 711 2769 2413 2493 1781 1733 1604 705 691 129 660 636 2250 149 124 469 90 2465 191 236 148 643 48
internal_count=11712 7289 5873 4423 3104 1416 1930 711 2769 2413 2493 1781 1733 1604 705 691 129 660 636 2250 149 124 469 90 2465 191 236 148 643 48
is_linear=0
shrinkage=1

Tree=1
num_cat=0
split_feature=1 2 0 1 0 0 1 1 0 0 0 4 4 4 0 4 4 4 4 0 1 0 0 0 4 0 0 1 0 0
split_gain=5.42472e+06 213297 113410 42821.3 27712.7 19310.3 9516.85 7877.09 2762 1641.87 1335.72 728.424 604.006 304.999 273.906 267.633 223.568 186.61 147.089 129.669 116.808 99.634 59.8025 56.9024 45.8167 41.5902 36.3838 13.4916 12.9051 11.7071
threshold=1.0000000180025095e-35 1.5000000000000002 0.92820000000000003 0.78010000000000013 0.92820000000000003 0.96450000000000014 0.47535000000000005 0.47535000000000005 0.39055000000000001 0.61415000000000008 0.61415000000000008 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.67155000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.67485000000000006 0.67315000000000014 0.66205000000000014 0.64575000000000016 0.65365000000000006 1.5000000000000002 0.69395000000000018 0.69580000000000009 0.36175000000000007 0.36045000000000005 0.71210000000000007
left_child=1 4 7 6 8 9 17 10 -1 -3 28 -5 20 -7 22 -6 21 27 19 -12 -8 -10 -9 -11 -13 -16 -25 -4 -2 -27
right_child=2 5 3 11 15 13 12 14 16 23 18 24 -14 -15 25 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 29 -28 -29 -30 -31
leaf_value=-3.0133505646900467 0.10481860406937138 -4.5070591722215925 1.2641605556011202 2.142090118384528 -1.8336740976508157 -3.3336718207911442 1.6761122631645351 0.98744374084472664 -2.4912858002994649 -3.9977534950202243 0.63312390492286219 2.3277331458197703 1.8947092021169838 -3.068404735989041 1.1519042796226004 -1.5675347670530662 -2.1945217581356276 1.4781171321868898 0.91941525141398106 0.7270125758596313 1.7223318108117951 -2.4308271596324462 1.0770836604010199 -3.9370258581291129 2.4876947021484379 1.2119273175475418 -3.8599778122372101 1.2956728891225964 0.20785008430480958 1.2930458155545324
leaf_weight=93 31 56 448 2578 1213 1178 1313 100 451 141 405 171 163 45 199 39 34 48 24 231 937 689 291 412 20 93 72 195 20 22
leaf_count=93 31 56 448 2578 1213 1178 1313 100 451 141 405 171 163 45 199 39 34 48 24 231 937 689 291 412 20 93 72 195 20 22
internal_value=-2.62725e-08 -2.76279 1.67648 1.87016 -2.15905 -3.56155 1.61512 0.873156 -2.48876 -3.98833 0.638295 2.15605 1.70883 -3.32391 1.11002 -1.82538 -2.44721 1.28792 0.676396 0.667225 1.69536 -2.45475 1.05416 -3.94185 2.34448 1.17957 -3.92556 1.27372 0.145223 1.22745
internal_weight=11712 4423 7289 5873 2519 1904 3104 1416 1267 681 711 2769 2413 1223 705 1252 1174 691 660 636 2250 1140 391 625 191 314 484 643 51 115
internal_count=11712 4423 7289 5873 2519 1904 3104 1416 1267 681 711 2769 2413 1223 705 1252 1174 691 660 636 2250 1140 391 625 191 314 484 643 51 115
shrinkage=0.1

Tree=2
num_cat=0
split_feature=1 2 0 1 0 0 1 1 0 0 0 0 1 0 0 1 0 0 0 1 0 1 0 1 0 1 1 0 0 0
split_gain=4.39402e+06 172771 91862.4 34746.5 22447.3 15641.3 7698.55 6388.73 2237.22 1329.92 1085.16 203.754 112.449 104.728 92.1373 55.0017 46.8519 46.4093 35.9741 35.8083 23.2112 21.3248 14.7914 14.6172 13.9455 12.5579 10.9885 9.6739 5.95373 5.51376
threshold=1.0000000180025095e-35 1.5000000000000002 0.8277000000000001 0.78010000000000013 0.92820000000000003 0.96450000000000014 0.47535000000000005 0.61350000000000005 0.39055000000000001 0.61415000000000008 0.39055000000000001 0.67845000000000011 0.65895000000000015 0.65405000000000013 0.65870000000000017 0.65515000000000012 0.66335000000000011 0.6825500000000001 0.68485000000000007 0.69295000000000007 0.69580000000000009 0.64445000000000008 0.64135000000000009 0.35505000000000003 0.69395000000000018 0.34315000000000007 0.64065000000000005 0.65105000000000002 0.71165000000000012 0.66665000000000008
left_child=1 4 7 6 8 9 23 10 -1 -3 -2 15 21 25 22 26 27 -15 -16 -14 -18 -8 -10 -4 -13 -12 -9 -11 -26 -17
right_child=2 5 3 -5 -6 -7 12 11 14 16 13 24 19 17 18 29 20 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-2.7120154206470777 0.12036581021182391 -4.0563532216208324 1.1451762875255083 1.9404457156345618 -1.6428454934598538 -2.9915202718627132 1.4849237454817601 0.88505005132956593 -2.2708144384717186 -3.6035524207854941 0.52655728230109577 1.0525718293538908 1.5452176434349942 0.6098778385353687 -2.1961484829168669 0.97620213666408184 -3.5372467681065505 0.67507428720772988 -2.1484199873898007 1.5831608046859991 -3.4739800400204133 1.519190296050041 -2.2289879245980706 1.1742586053307378 1.089946722454495 0.58510920954685586 0.9366240173578263 -3.5640841445407356 1.1479792031374845 1.0046300788423908
leaf_weight=93 49 56 357 2769 1252 1223 298 61 126 107 130 123 1348 319 573 139 298 166 218 305 72 465 257 335 90 51 128 148 22 134
leaf_count=93 49 56 357 2769 1252 1223 298 61 126 107 130 123 1348 319 573 139 298 166 218 305 72 465 257 335 90 51 128 148 22 134
internal_value=-7.98876e-09 -2.48652 1.50883 1.68284 -1.94314 -3.2054 1.45333 0.784568 -2.23989 -3.5895 0.574551 1.00001 1.53756 0.607968 -2.20249 0.961447 -3.54767 0.632192 -2.18299 1.55222 -3.52494 1.50581 -2.24275 1.15926 1.07582 0.543055 0.919978 -3.58065 1.10135 0.990156
internal_weight=11712 4423 7289 5877 2519 1904 3108 1412 1267 681 715 697 2416 666 1174 462 625 485 791 1653 370 763 383 692 235 181 189 255 112 273
internal_count=11712 4423 7289 5877 2519 1904 3108 1412 1267 681 715 697 2416 666 1174 462 625 485 791 1653 370 763 383 692 235 181 189 255 112 273

Tree=3
num_cat=0
split_feature=1 0 1 0 1 1 0 0 4 4 4 4 4 0 0 0 4 4 0 0 1 0 0 0 4 4 0 0 1 0
split_gain=3.55916e+06 74419.2 28092.2 14577.2 6245.57 5170.16 3289.32 878.951 590.022 489.301 458.606 334.349 190.885 163.167 264.172 158.281 150.855 118.159 111.755 88.7287 83.5979 53.732 51.5402 48.3516 40.3065 37.1115 31.9297 24.468 9.65482 9.49439
threshold=1.0000000180025095e-35 0.92820000000000003 0.78010000000000013 0.71590000000000009 0.47535000000000005 0.47535000000000005 0.39055000000000001 0.61415000000000008 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.69795000000000007 0.67295000000000005 0.66815000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.7007500000000001 0.66675000000000006 0.66405000000000014 0.34285000000000004 0.34855000000000008 0.36350000000000005 1.0000000180025095e-35 1.5000000000000002 0.6896500000000001 0.64305000000000012 0.36495000000000005 0.36045000000000005
left_child=3 5 4 6 16 7 21 29 -4 20 24 13 15 14 -8 27 28 19 -15 -9 -6 -1 -23 -24 -5 -10 -17 -7 -3 -2
right_child=1 2 8 10 9 12 11 17 25 -11 -12 -13 -14 18 -16 26 -18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.0292838058471681 0.082300160681047757 1.0234994665063628 1.7338366393806215 -2.0846864904364857 1.3491386231434703 0.79288862340244259 -2.4355254884572557 0.50083270680670644 1.9009152512801322 1.5514852599863627 -1.6757025480270387 -2.1460890034834548 1.1549634422574726 -2.6946808255951979 -2.3510909866753216 0.91145274417916533 1.214212453365326 0.76565358638763437 -2.4717198143005374 0.57558817386627203 1.3882698362260741 -2.7636866793913004 -2.9574619939250333 -2.7991361004965647 -2.000325084554738 2.0448806381225588 0.9742457232029319 0.85574629896040655 1.0520852969242978 0.1706738242506981
leaf_weight=25 31 487 2578 2407 932 81 1023 306 171 163 28 48 28 29 581 194 48 24 100 330 1318 34 62 28 58 20 139 263 156 20
leaf_count=25 31 487 2578 2407 932 81 1023 306 171 163 28 48 28 29 581 194 48 24 100 330 1318 34 62 28 58 20 139 263 156 20
internal_value=9.66184e-10 1.35795 1.51484 -2.23786 1.30827 0.707207 -2.44419 0.516933 1.7464 1.38418 -2.07813 -2.40643 0.899101 -2.41364 -2.40494 0.888519 1.0432 0.54784 -2.52184 0.539621 1.37206 -2.89554 -2.86858 -2.90821 -2.0827 1.91599 0.937664 0.840946 1.03043 0.116956
internal_weight=11712 7289 5873 4423 3104 1416 1930 711 2769 2413 2493 1781 705 1733 1604 677 691 660 129 636 2250 149 124 90 2465 191 333 344 643 51
internal_count=11712 7289 5873 4423 3104 1416 1930 711 2769 2413 2493 1781 705 1733 1604 677 691 660 129 636 2250 149 124 90 2465 191 333 344 643 51

Tree=4
num_cat=0
split_feature=2 2 0 0 0 0 0 4 3 0 3 0 4 4 3 4 4 0 4 0 3 0 3 0 0 3 0 0 0 0
split_gain=2.88292e+06 141031 60285.1 15858.1 10958.8 1469.68 1450.45 1009.67 954.093 851.946 306.113 281.197 211.556 180.566 159.909 141.39 132.419 92.5603 87.773 55.1201 53.7027 46.8533 43.9284 35.8763 21.5498 18.6069 16.8003 8.40521 4.65978 3.52047
threshold=1.0000000180025095e-35 1.5000000000000002 0.7279000000000001 0.92820000000000003 0.96450000000000014 0.39055000000000001 0.39055000000000001 1.0000000180025095e-35 1.5000000000000002 0.61415000000000008 9.5000000000000018 0.67995000000000017 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.64045000000000007 1.5000000000000002 0.6896500000000001 6.5000000000000009 0.69580000000000009 3.5000000000000004 0.69395000000000018 0.65365000000000006 1.0000000180025095e-35 0.68755000000000011 0.71210000000000007 0.34855000000000008 0.35675000000000007
left_child=2 3 5 6 9 29 28 8 25 -3 14 16 -6 -5 -10 19 17 -7 20 -8 22 24 -9 26 -11 -4 -13 -25 -2 -1
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leaf_count=25 39 56 324 1213 1178 137 988 210 2351 141 113 129 45 39 2099 34 34 785 41 152 116 72 35 163 412 590 86 27 54 24
internal_value=1.05379e-08 -2.01408 1.22215 -1.52315 -2.66358 0.634915 -1.77256 1.36299 1.35177 -2.98508 1.37045 0.654287 -2.48455 -1.27074 1.37457 -1.74245 0.624702 0.617555 1.51596 -1.74844 1.50021 -2.9516 1.47367 0.724123 -2.96148 1.25851 0.696143 0.755783 -2.15272 0.0968528
internal_weight=11712 4423 7289 2519 1904 1410 1267 5879 5477 681 4563 1361 1223 1252 4450 1174 956 922 402 1140 361 625 245 405 553 914 215 190 93 49
internal_count=11712 4423 7289 2519 1904 1410 1267 5879 5477 681 4563 1361 1223 1252 4450 1174 956 922 402 1140 361 625 245 405 553 914 215 190 93 49

Tree=5
num_cat=0
split_feature=1 2 1 0 0 0 1 1 0 0 0 0 1 0 0 0 1 0 1 1 0 1 1 0 1 3 0 1 0 3
split_gain=2.33516e+06 114235 49927 21470 12845 8876.67 5000.29 4044.17 1174.87 690.076 527.728 104.959 70.5959 59.8898 59.5541 37.9512 29.1946 27.7866 26.4799 22.6519 17.4553 14.1296 11.7799 11.006 7.74554 4.56715 3.77438 3.51996 2.52384 1.80423
threshold=1.0000000180025095e-35 1.5000000000000002 0.78010000000000013 0.72120000000000017 0.92820000000000003 0.96450000000000014 0.61350000000000005 0.61350000000000005 0.39055000000000001 0.61415000000000008 0.39055000000000001 0.67155000000000009 0.65895000000000015 0.65870000000000017 0.65405000000000013 0.69580000000000009 0.38810000000000006 0.69795000000000007 0.69005000000000016 0.65515000000000012 0.65365000000000006 0.68465000000000009 0.64445000000000008 0.64135000000000009 0.35505000000000003 1.5000000000000002 0.34855000000000008 0.35935000000000006 0.34855000000000008 3.5000000000000004
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leaf_count=39 29 20 278 357 1252 1223 287 189 126 141 181 136 1276 711 484 72 23 80 380 197 412 171 465 257 325 1377 54 20 36 1114
internal_value=6.81532e-09 -1.81267 1.09994 0.895091 -1.37083 -2.39722 1.04161 0.570909 -1.59531 -2.68658 0.403883 0.742997 1.11019 -1.56821 0.427219 -2.65644 0.807384 -1.55249 1.12173 0.70829 -2.66533 0.786635 1.08478 -1.60066 0.803647 1.43432 -1.93744 0.0871675 -3.02287 1.43296
internal_weight=11712 4423 7289 4520 2519 1904 3113 1407 1267 681 714 693 2408 1174 665 625 705 791 1656 386 553 307 752 383 682 2769 93 49 56 2491
internal_count=11712 4423 7289 4520 2519 1904 3113 1407 1267 681 714 693 2408 1174 665 625 705 791 1656 386 553 307 752 383 682 2769 93 49 56 2491

Tree=6
num_cat=0
split_feature=1 2 1 1 4 1 4 4 4 4 1 1 4 4 4 1 4 3 1 1 1 3 3 3 3 3 3 3 3 3
split_gain=1.89148e+06 92530.6 40440.9 14189.1 614.213 546.42 386.206 345.293 312.976 292.286 191.675 99.6272 75.1741 51.8236 50.0135 36.3802 23.9143 21.7722 12.2357 8.94771 6.75566 2.57054 1.4973 0.981406 0.451551 0.437045 0.255811 0.0796179 0.0493074 0.00391049
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leaf_count=2444 27 1841 82 165 59 224 22 43 27 33 1630 974 48 20 20 1090 20 42 46 112 36 297 32 1009 21 76 73 30 171 998
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internal_weight=11712 4423 7289 4520 3118 1402 2769 1904 2519 1267 2927 1198 2492 191 63 1255 191 1672 135 171 69 2578 78 2325 1030 171 149 57 253 1295
internal_count=11712 4423 7289 4520 3118 1402 2769 1904 2519 1267 2927 1198 2492 191 63 1255 191 1672 135 171 69 2578 78 2325 1030 171 149 57 253 1295

Tree=7
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Tree=13
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Tree=16
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Tree=17
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Tree=18
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Tree=19
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Tree=20
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Tree=21
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Tree=24
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Tree=36
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Tree=37
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Tree=38
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Tree=39
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Tree=40
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Tree=41
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Tree=42
num_cat=0
split_feature=2 1 1 1 0 0 1 3 0 0 3 0 0 0 1 1 3 3 0 1 3 0 0 0 0 0 0 0 0 3
split_gain=968.742 291.542 39.4254 28.6566 27.0603 18.4198 2.56095 1.66247 1.50583 1.00078 0.974798 0.752684 0.671334 0.657856 0.583885 0.488753 0.425533 0.365654 0.30423 0.539524 0.293051 0.286017 0.277864 0.437087 0.815878 0.363864 0.284459 0.480182 0.254045 0.238898
threshold=1.5000000000000002 0.37265000000000004 0.98100000000000009 1.0000000180025095e-35 0.69795000000000007 0.96450000000000014 0.65365000000000006 1.5000000000000002 0.6453000000000001 0.64265000000000005 3.5000000000000004 0.69395000000000018 0.92820000000000003 0.71285000000000009 0.35055000000000008 0.63815000000000011 1.5000000000000002 1.5000000000000002 0.64575000000000016 0.33705000000000007 1.0000000180025095e-35 0.34855000000000008 0.66265000000000007 0.67295000000000005 0.68065000000000009 0.66995000000000016 0.65465000000000007 0.65325000000000011 0.67295000000000005 9.5000000000000018
left_child=1 3 6 4 8 9 15 11 21 -2 -9 -8 13 -6 18 17 -4 -3 -5 -20 -16 -1 26 25 -25 -24 27 -11 -10 -18
right_child=5 2 16 14 12 -7 7 10 28 22 -12 -13 -14 -15 20 -17 29 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
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leaf_weight=39 106 91 277 110 60 1223 103 904 510 80 959 415 1252 20 73 518 2463 264 108 428 555 228 93 78 174 44 85 21 410 21
leaf_count=39 106 91 277 110 60 1223 103 904 510 80 959 415 1252 20 73 518 2463 264 108 428 555 228 93 78 174 44 85 21 410 21
internal_value=-6.24349e-11 0.0126716 0.0263626 -0.00903975 -0.0152212 -0.0652748 0.0189051 0.0206038 -0.0262006 -0.0784558 0.0192104 0.0256149 -0.00543701 -0.0143183 0.00318247 0.014272 0.0351517 0.0114139 0.00107169 0.00205479 0.00535375 -0.0328121 -0.0768098 -0.0752898 -0.0777613 -0.0707436 -0.0799889 -0.0764013 -0.0242818 0.0347371
internal_weight=11712 9808 6015 3793 2519 1904 3254 2381 1187 681 1863 518 1332 80 1274 873 2761 355 646 536 628 267 575 389 252 137 186 101 920 2484
internal_count=11712 9808 6015 3793 2519 1904 3254 2381 1187 681 1863 518 1332 80 1274 873 2761 355 646 536 628 267 575 389 252 137 186 101 920 2484

Tree=43
num_leaves=22
num_cat=0
split_feature=2 1 4 1 1 4 4 1 4 4 1 3 3 4 1 3 3 3 4 3 3
split_gain=784.681 236.149 42.1388 31.9401 21.6582 12.9229 12.8329 1.62831 1.36829 1.08084 0.899786 0.699849 0.542852 0.541597 0.352582 0.321413 0.288625 0.198088 0.124632 0.0576077 0.0129916
threshold=1.5000000000000002 0.37265000000000004 2.5000000000000004 0.70985000000000009 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 0.6684500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.34525000000000006 9.5000000000000018 9.5000000000000018 1.0000000180025095e-35 0.78010000000000013 1.5000000000000002 1.0000000180025095e-35 9.5000000000000018 1.5000000000000002 6.5000000000000009 2.5000000000000004
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 2 4 6 9 8 7 11 -2 -1 17 -3 -9 14 20 -16 -12 -6 19 -15 -5
right_child=5 3 -4 13 10 -7 -8 12 -10 -11 16 -13 -14 18 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.013959629650556108 -0.060007990293694483 0.013875206820589934 0.13663406759500504 0.026496705527489003 -0.0024566252217739868 0.021212403029203415 0.094707151786202481 0.018406979633191562 -0.041962506799677085 -0.027329416518970848 0.0087153962521697402 0.029040846210573953 0.030518409237265589 0.03888237145867679 0.03460756067937542 0.030854361655891584 0.002988262057204147 0.0068904748079755039 0.028996415250003339 0.035209694464464446 0.023806597048352505
leaf_weight=2444 1841 1651 20 26 410 20 21 1417 43 62 100 31 38 101 253 2325 733 24 20 74 58
leaf_count=2444 1841 1651 20 26 410 20 21 1417 43 62 100 31 38 101 253 2325 733 24 20 74 58
internal_value=1.72986e-10 0.0114045 -0.00813577 0.0237263 -0.00890317 -0.0587473 0.0167953 0.0162737 -0.0595961 -0.0142904 0.00175224 0.0141547 0.0187233 0.0313876 0.031015 0.0312227 0.00367579 -0.00193973 0.0364747 0.0373294 0.0246392
internal_weight=11712 9808 3793 6015 3773 1904 3158 3137 1884 2506 1267 1682 1455 2857 2662 2578 833 434 195 175 84
internal_count=11712 9808 3793 6015 3773 1904 3158 3137 1884 2506 1267 1682 1455 2857 2662 2578 833 434 195 175 84

Tree=44
num_cat=0
split_feature=2 1 4 1 0 1 0 4 1 1 4 0 4 0 1 0 4 0 0 0 0 0 0 0 0 4 1 0 0 4
split_gain=635.592 191.311 34.1678 26.1329 18.6305 19.8227 14.8875 10.3475 2.47832 1.67329 1.39924 1.10883 1.09482 1.05133 0.858316 0.802332 0.616994 0.288422 0.31011 0.657267 0.317678 0.212299 0.398003 0.165708 0.152148 0.138818 0.125762 0.103141 0.084246 2.53017e-08
threshold=1.5000000000000002 0.37215000000000004 2.5000000000000004 0.98100000000000009 0.69275000000000009 1.0000000180025095e-35 0.98350000000000015 1.5000000000000002 0.33985000000000004 0.67525000000000013 1.0000000180025095e-35 0.98350000000000015 1.0000000180025095e-35 0.92820000000000003 0.63815000000000011 0.63445000000000007 1.0000000180025095e-35 0.66205000000000014 0.67295000000000005 0.68065000000000009 0.6694500000000001 0.65465000000000007 0.65325000000000011 0.65870000000000017 0.34855000000000008 1.5000000000000002 0.35115000000000007 0.35675000000000007 0.62230000000000008 1.0000000180025095e-35
left_child=1 2 4 7 5 10 15 9 13 14 -1 -11 -7 -6 -3 24 -5 21 20 -20 -19 22 -17 -23 -2 -18 -10 -26 -29 -8
right_child=6 3 -4 16 8 12 29 -9 26 11 -12 -13 -14 -15 -16 17 25 18 19 -21 -22 23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.022715819982725483 -0.081620873212814332 0.0087468865043873311 0.12297066463157535 0.028071951897447558 -0.013260782639252712 0.00026812824265846712 -0.046266734600067139 0.08523643770299498 0.0017665427516460599 0.01220344975172134 -0.044599216903249424 0.019547312340430365 -0.022992031914847239 -0.0031176474384627746 0.014062035842040597 -0.066502602270671299 0.034904428001712354 -0.061542141974981257 -0.07163299230428842 -0.06059564065081733 -0.051646508937891647 -0.07500096966580648 -0.051421819414411277 -0.065703306181563267 -0.065682722628116613 0.026096773669123653 0.0047052260505588495 -0.079087024033069608 -0.070018391098294941 -0.046264318492677481
leaf_weight=1122 20 369 20 2571 111 556 1177 21 229 267 30 894 21 1287 1720 105 170 96 78 175 49 41 21 36 20 20 400 20 21 45
leaf_count=1122 20 369 20 2571 111 556 1177 21 229 267 30 894 21 1287 1720 105 170 96 78 175 49 41 21 36 20 20 400 20 21 45
internal_value=8.08434e-11 0.010264 -0.00738803 0.0213141 -0.00808216 -0.0157079 -0.0528726 0.0152669 -0.00157757 0.0148147 -0.0232857 0.0178584 -0.000578429 -0.003923 0.0131232 -0.064709 0.0284783 -0.0634498 -0.0618853 -0.0639985 -0.0581981 -0.0665172 -0.0639891 -0.070654 -0.0740518 0.0339773 0.00363534 -0.0715702 -0.0744421 -0.0462666
internal_weight=11712 9808 3776 6032 3756 1729 1904 3271 2027 3250 1152 1161 577 1398 2089 682 2761 601 398 253 145 203 126 77 81 190 629 61 41 1222
internal_count=11712 9808 3776 6032 3756 1729 1904 3271 2027 3250 1152 1161 577 1398 2089 682 2761 601 398 253 145 203 126 77 81 190 629 61 41 1222

Tree=45
num_cat=0
split_feature=2 1 4 1 1 4 4 1 4 4 3 4 1 1 4 3 3 1 4 3 3
split_gain=514.829 154.962 27.6759 21.2453 13.9554 10.3918 8.43302 1.17198 1.08199 0.729381 0.662492 0.611537 0.917464 0.370074 0.341384 0.267495 0.248264 0.240967 0.0799799 0.0614028 0.0484257
threshold=1.5000000000000002 0.37215000000000004 2.5000000000000004 0.70985000000000009 0.32305 1.5000000000000002 1.5000000000000002 0.64845000000000008 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 0.35005000000000003 0.34785000000000005 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 0.72460000000000013 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009
left_child=1 2 4 6 9 8 7 15 -2 -1 -9 13 -13 -6 16 -3 19 -18 20 -5 -16
right_child=5 3 -4 14 11 -7 -8 10 -10 -11 -12 12 -14 -15 18 -17 17 -19 -20 -21 -22
leaf_value=-0.011262803350331847 -0.048712738778589865 0.012883529714581753 0.11067359557375311 0.030178355671126735 -9.7397817900132241e-05 0.024117711633443836 0.076712793436932519 0.013864460221946928 -0.032665823876511221 -0.022244816862287062 0.024588254424033024 -0.021213133941436636 0.002998620833215468 0.0035007201541354324 0.031586325021073371 0.0081973833636553341 0.018505952513571514 0.024977084600531663 0.023487096279859544 0.026966705254238582 0.028219034945642624
leaf_weight=2462 1841 162 20 88 498 20 21 2442 43 62 59 29 34 671 101 491 59 2331 20 184 74
leaf_count=2462 1841 162 20 88 498 20 21 2442 43 62 59 29 34 671 101 491 59 2331 20 184 74
internal_value=2.43632e-10 0.00923761 -0.00664923 0.0191827 -0.00727395 -0.0475853 0.013553 0.0131325 -0.0483465 -0.0115326 0.0141174 0.00145069 -0.00814647 0.0019679 0.025439 0.00935995 0.0251431 0.0248173 0.0294778 0.0280058 0.0301624
internal_weight=11712 9808 3776 6032 3756 1904 3175 3154 1884 2524 2501 1232 63 1169 2857 653 2662 2390 195 272 175
internal_count=11712 9808 3776 6032 3756 1904 3175 3154 1884 2524 2501 1232 63 1169 2857 653 2662 2390 195 272 175

Tree=46
num_leaves=25
num_cat=0
split_feature=2 1 1 1 4 4 1 4 4 3 1 4 3 1 3 4 1 3 3 1 4 4 3 3
split_gain=417.012 125.56 18.1027 11.3991 8.41736 7.50927 1.26663 1.14446 0.876414 0.586261 0.584558 0.42451 0.372054 0.529967 0.38351 0.399863 0.366307 0.29368 0.220256 0.129831 0.0946199 0.0943594 0.0700911 0.168171
threshold=1.5000000000000002 0.36725000000000008 0.70115000000000005 0.32305 1.5000000000000002 1.5000000000000002 0.63815000000000011 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.98100000000000009 1.0000000180025095e-35 1.5000000000000002 0.33705000000000007 3.5000000000000004 1.0000000180025095e-35 0.34045000000000009 1.0000000180025095e-35 1.5000000000000002 0.34745000000000004 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 2.5000000000000004
decision_type=2 2 2 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 5 7 8 6 17 20 -2 -8 22 18 13 -5 19 -16 -15 -3 -12 -14 -1 -13 -4 -24
right_child=4 2 10 12 -6 -7 9 -9 -10 -11 11 21 14 16 15 -17 -18 -19 -20 -21 -22 -23 23 -25
leaf_value=-0.010136523057944402 -0.043841463796863211 0.014684098241850735 0.022728486962616444 0.01519938939932867 0.021705941408872605 0.070012941452759242 0.01786310562084234 0.010476405235628289 -0.029399241940226667 0.011826366723355144 0.02553884574311524 0.028399947382071439 -0.004254489191308294 -0.007464717211330245 0.001765190782732207 0.013681530933827164 0.0043172526378212365 0.0057111511725267614 0.022431441414474517 -8.635615619520347e-05 -0.014619469394286475 0.02113838650286198 0.011494750813359307 0.018628502349940037
leaf_weight=2462 1841 40 25 42 20 22 172 27 43 2487 253 170 141 29 459 30 293 414 2318 159 48 20 42 155
leaf_count=2462 1841 40 25 42 20 22 172 27 43 2487 253 170 141 29 459 30 293 414 2318 159 48 20 42 155
internal_value=3.1178e-10 0.00831384 0.0171009 -0.00625504 -0.0428268 0.0117948 0.0113834 -0.010002 -0.0435118 0.0122169 0.0226774 0.0230743 0.00198951 0.00463421 0.000769398 0.00249625 0.00325614 0.00650172 0.0227372 -0.00204538 -0.0102223 0.0276356 0.0177406 0.0171076
internal_weight=11712 9808 6118 3690 1904 3135 3113 2537 1884 2659 2983 2761 1153 364 789 489 322 454 2571 300 2510 190 222 197
internal_count=11712 9808 6118 3690 1904 3135 3113 2537 1884 2659 2983 2761 1153 364 789 489 322 454 2571 300 2510 190 222 197

Tree=47
num_cat=0
split_feature=2 2 4 0 0 0 4 4 0 0 3 3 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 4 0
split_gain=337.78 92.5734 49.8751 17.3467 13.0198 12.0081 3.5871 1.97842 1.6935 1.20336 0.78578 0.762949 0.636021 0.386913 0.516684 0.295298 1.67012 0.2578 0.285449 0.164293 0.137394 0.398418 0.201326 0.136828 0.558557 0.121563 0.114799 0.0714717 0.0491353 0.0453316
threshold=1.5000000000000002 1.0000000180025095e-35 2.5000000000000004 0.69795000000000007 0.98350000000000015 0.96450000000000014 1.5000000000000002 1.0000000180025095e-35 0.39055000000000001 0.63635000000000008 1.5000000000000002 9.5000000000000018 0.63445000000000007 0.92820000000000003 0.71285000000000009 0.65565000000000007 1.0000000180025095e-35 0.69795000000000007 0.70105000000000006 1.0000000180025095e-35 0.66065000000000007 0.67295000000000005 0.65465000000000007 0.34450000000000008 0.35010000000000002 0.35010000000000002 0.70265000000000011 0.7067500000000001 1.0000000180025095e-35 0.64135000000000009
left_child=1 2 4 9 7 12 11 8 -1 23 -9 -6 25 14 26 29 -17 20 -19 -7 22 -22 -14 -3 -25 -2 -5 -20 -15 -11
right_child=5 3 -4 13 6 19 -8 10 -10 15 -12 -13 17 28 -16 16 -18 18 27 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.014197389629682422 -0.063138632247081175 -0.018293765214779836 0.17089324340224266 0.0022354180398194688 0.014842942765087883 -0.032391527457026753 -0.021525570877862197 -0.028798990028545909 0.0055305390261031796 -0.016801539719104766 -0.0040481934645052618 0.022933047213356848 -0.048554450510040169 -0.00066687252145239081 -0.0218720181286335 -0.016342614023816041 0.0122536325383754 -0.032556872708456856 -0.050928269681476415 -0.038548166222042511 -0.04382662395765255 -0.050711931908452836 -0.05530611964709619 -0.041062397283056509 -0.024094899311181039 -0.054840582717548714 -0.0067612069620785449 -0.043014814019203186 -0.0042729589419487199 -0.020162999688698155
leaf_weight=45 26 22 20 23 5709 1178 27 23 1317 50 29 119 126 1213 20 744 21 21 21 45 154 185 68 23 124 55 37 25 39 203
leaf_count=45 26 22 20 23 5709 1178 27 23 1317 50 29 119 126 1213 20 744 21 21 21 45 154 185 68 23 124 55 37 25 39 203
internal_value=1.81292e-10 0.00748246 0.0131937 -0.00904373 0.0127598 -0.0385441 0.0148397 0.00414785 0.00487874 -0.0178344 -0.0149957 0.0150081 -0.0491866 -0.00121002 -0.00795238 -0.0165371 -0.0155576 -0.0480637 -0.0422173 -0.0326181 -0.0487987 -0.0475841 -0.050921 -0.0256489 -0.0267497 -0.0575042 -0.0033125 -0.0466275 -0.000779203 -0.0194987
internal_weight=11712 9808 7289 2519 7269 1904 5855 1414 1362 1187 52 5828 681 1332 80 1018 765 600 67 1223 533 339 194 169 147 81 60 46 1252 253
internal_count=11712 9808 7289 2519 7269 1904 5855 1414 1362 1187 52 5828 681 1332 80 1018 765 600 67 1223 533 339 194 169 147 81 60 46 1252 253

Tree=48
num_cat=0
split_feature=2 1 4 1 1 4 3 4 3 3 4 1 4 1 4 1 3 4 4 3 3 1 3 3
split_gain=273.601 86.9149 18.8194 11.2947 8.36419 6.8944 1.44184 1.40132 0.878874 1.03753 0.740905 0.720582 0.94959 0.693185 0.667575 0.409495 0.37762 0.281351 0.200887 0.179343 0.159322 0.143229 0.0557699 0.124996
threshold=1.5000000000000002 0.63230000000000008 2.5000000000000004 0.70115000000000005 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 0.35005000000000003 1.0000000180025095e-35 0.6613500000000001 1.0000000180025095e-35 0.98100000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 0.66755000000000009 1.0000000180025095e-35 2.5000000000000004
left_child=1 2 4 6 14 10 7 20 21 -10 -2 12 -6 -9 -1 22 -13 19 -19 -17 -3 -8 -5 -24
right_child=5 3 -4 15 11 -7 8 13 9 -11 -12 16 -14 -15 -16 17 -18 18 -20 -21 -22 -23 23 -25
leaf_value=-0.0082439358942340245 -0.035612760860592306 0.015580035464415339 0.092300030011683701 0.019232091111131014 -0.00089536657971140885 0.023714011907577517 0.0057153385573058459 0.044990461338311437 0.01509092183492149 0.0085918740782034691 -0.022333907457285151 0.0084205579201663185 -0.019429450713354966 0.020615100960380266 -0.018751304272201758 0.021500666339406855 0.0019377236548590666 0.024075659662485122 0.013480352312326433 0.018696673745426048 0.011854368448257447 0.0080166980275286834 0.0093792137113355468 0.015529434855035957
leaf_weight=2444 1841 163 20 25 591 20 560 20 377 705 43 101 29 28 62 253 814 170 20 2318 388 523 42 155
leaf_count=2444 1841 163 20 25 591 20 560 20 377 705 43 101 29 28 62 253 814 170 20 2318 388 523 42 155
internal_value=8.10427e-11 0.00673421 -0.00446432 0.0146474 -0.00494323 -0.0346897 0.0100419 0.0143841 0.00884059 0.0108563 -0.0353097 0.000869816 -0.00176228 0.0307715 -0.00850389 0.0189148 0.00265332 0.019247 0.0229604 0.0189726 0.0129565 0.00682671 0.0147828 0.0142182
internal_weight=11712 9808 4061 5747 4041 1904 2764 599 2165 1082 1884 1535 620 48 2506 2983 915 2761 190 2571 551 1083 222 197
internal_count=11712 9808 4061 5747 4041 1904 2764 599 2165 1082 1884 1535 620 48 2506 2983 915 2761 190 2571 551 1083 222 197

Tree=49
num_leaves=28
num_cat=0
split_feature=1 4 4 1 0 1 4 0 0 0 0 0 0 1 4 1 3 0 4 3 3 3 3 0 0 0 1
split_gain=220.676 38.4443 26.146 21.832 14.367 4.89525 2.3727 1.66548 1.12481 1.4562 1.342 0.619683 0.869845 0.537439 0.776123 0.449494 0.409418 0.383095 0.88882 0.373788 0.371042 0.238507 0.21052 0.186117 0.16617 0.124919 0.0326719
threshold=0.32305 2.5000000000000004 2.5000000000000004 0.68765000000000009 0.69735000000000014 0.63095000000000012 1.0000000180025095e-35 0.98350000000000015 0.39055000000000001 0.34285000000000004 0.34855000000000008 0.98350000000000015 0.7007500000000001 0.35005000000000003 1.0000000180025095e-35 0.71235000000000015 9.5000000000000018 0.67845000000000011 1.0000000180025095e-35 9.5000000000000018 1.5000000000000002 1.5000000000000002 1.5000000000000002 0.69395000000000018 0.69835000000000014 0.69525000000000015 0.66305000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 8 13 11 23 9 -1 -11 12 -6 14 -2 21 20 18 -10 -15 -7 -9 -17 -5 -25 -19 -18
right_child=1 -3 -4 7 6 16 -8 15 17 10 -12 -13 -14 19 -16 22 26 25 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=-0.011292305737733842 -0.00071827569249310387 0.14918081571348013 0.086528843082487594 0.012284940877663238 -0.0047428340171322683 0.010240590329535162 -0.031416576594429119 0.018236076376017402 -0.024667473882925339 -0.054673902252141172 -0.031354033909738066 -0.0124894741838412 -0.023108698004241087 0.0019913068934151691 -0.017486505647157802 0.019785023029421419 0.019819455099336449 -0.021048766388837757 -0.042087207933266958 0.014393186151981355 0.0072048433698033267 0.012235258045916755 0.016913253258658317 -0.0032551637105643753 0.0059834048814743504 -0.028807289356535135 0.014743234810885042
leaf_weight=25 573 20 24 35 33 515 71 85 1239 34 90 2389 118 871 29 284 21 366 30 25 1845 300 2523 25 88 22 32
leaf_count=25 573 20 24 35 33 515 71 85 1239 34 90 2389 118 871 29 284 21 366 30 25 1845 300 2523 25 88 22 32
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internal_weight=11712 7271 4441 7251 4417 3911 2611 3340 1806 149 124 2540 151 1498 602 3192 2413 1657 1269 896 2360 385 2807 148 113 388 53
internal_count=11712 7271 4441 7251 4417 3911 2611 3340 1806 149 124 2540 151 1498 602 3192 2413 1657 1269 896 2360 385 2807 148 113 388 53

Tree=50
num_leaves=18
num_cat=0
split_feature=2 4 1 1 4 1 4 4 3 1 3 3 1 3 3 3 1
split_gain=198.891 62.8834 53.115 8.29538 4.58236 4.07357 1.16873 0.772368 0.472736 0.446842 0.365384 0.360595 0.278409 0.167373 0.117142 0.0472102 0.0470902
threshold=1.5000000000000002 3.5000000000000004 0.62990000000000013 0.69960000000000011 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 9.5000000000000018 0.34525000000000006 1.0000000180025095e-35 9.5000000000000018 0.98100000000000009 9.5000000000000018 9.5000000000000018 1.0000000180025095e-35 0.67715000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 7 6 -1 -2 10 14 -4 -11 15 -14 -7 -5 -10
right_child=4 -3 3 12 -6 9 -8 -9 16 11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.0055669146557544317 -0.030391538402167823 0.18287875354290009 0.011738905155693778 0.016039285582239524 0.018037577569484712 -0.0024349308318475918 -0.018954224964263224 -0.016833664113005929 0.013954719174653291 0.001446683026944206 0.0070510519812245175 0.012392387414072274 0.015372492675371536 0.024334271252155305 0.0047525025593737761 0.011544675354793411 0.019557707927500209
leaf_weight=2444 1841 20 178 26 20 411 67 43 40 1034 2522 31 2735 21 24 231 24
leaf_count=2444 1841 20 178 26 20 411 67 43 40 1034 2522 31 2735 21 24 231 24
internal_value=2.29858e-10 0.00574163 0.00537968 0.0115178 -0.0295766 -0.00346102 -0.00592412 -0.0300821 0.00756145 0.000662225 0.0073601 0.00176529 0.0151472 0.0154408 -0.00203838 0.0119994 0.0160558
internal_weight=11712 9808 9788 5777 1904 4011 2511 1884 2764 1500 2700 1065 3013 2756 435 257 64
internal_count=11712 9808 9788 5777 1904 4011 2511 1884 2764 1500 2700 1065 3013 2756 435 257 64

Tree=51
num_cat=0
split_feature=2 4 1 0 0 1 1 4 0 1 4 0 4 0 0 4 4 0 0 1 0 0 0 0 0 0 0 0 4 0
split_gain=161.102 50.9355 43.0791 9.54425 8.34445 7.52195 5.70652 0.834094 0.636429 0.520324 0.475112 0.462061 0.454773 0.391331 1.51171 0.320714 0.292652 0.225251 0.193236 0.187797 0.16727 0.442511 0.276389 0.116378 0.222871 0.0917572 0.0734962 0.0590468 0.0388389 0.0344291
threshold=1.5000000000000002 3.5000000000000004 0.37265000000000004 0.69275000000000009 0.96450000000000014 0.69960000000000011 1.0000000180025095e-35 1.0000000180025095e-35 0.98350000000000015 0.66675000000000006 1.0000000180025095e-35 0.66065000000000007 1.0000000180025095e-35 0.92820000000000003 0.71590000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.35435000000000005 0.98350000000000015 0.71235000000000015 0.67295000000000005 0.67845000000000011 0.66995000000000016 0.65465000000000007 0.65325000000000011 0.69795000000000007 0.65785000000000016 0.67565000000000008 1.0000000180025095e-35 0.67095000000000005
left_child=1 2 3 6 11 9 7 -1 19 15 -8 17 -6 14 -5 -4 -15 -2 -11 -7 22 27 -13 24 -19 -23 -25 -22 -10 -24
right_child=4 -3 5 13 12 8 10 -9 28 18 -12 20 -14 16 -16 -17 -18 23 -20 -21 21 25 29 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.012603197323450771 -0.04602982186608845 0.16459087918512524 0.0056952047945518156 -0.00012526135968339696 -0.021302095276947139 0.0075535917146639393 -0.00034515098524412702 -0.029231386030873947 0.013768047896524725 0.0056677080365223481 -0.015326107919893481 -0.033429725617170336 -0.031545202732086185 0.0018042720347836577 -0.029246272938326004 -0.00020733905780338205 -0.0044923249099935803 -0.03750414445002874 0.0085873695516346191 -0.003762030629441142 -0.045897871145495664 -0.034191551160812378 -0.027116258740425111 -0.044143739342689517 -0.02650473713874817 -0.029605083234274566 -0.037557150749489669 -0.039592148950605685 0.015232134072743743 -0.02149843213458856
leaf_weight=1122 36 20 1517 164 1178 55 561 31 2744 286 22 110 45 1784 20 98 77 150 1093 20 27 125 20 36 21 67 32 33 194 24
leaf_count=1122 36 20 1517 164 1178 55 561 31 2744 286 22 110 45 1784 20 98 77 150 1093 20 27 125 20 36 21 67 32 33 194 24
internal_value=1.31568e-10 0.00516747 0.00484172 -0.00352032 -0.026619 0.010105 -0.00897337 -0.0130503 0.0136325 0.0065552 -0.00091047 -0.0354906 -0.021679 0.00110877 -0.00329059 0.00533703 0.00154375 -0.0386556 0.00798184 0.00453609 -0.0333469 -0.0349336 -0.0307504 -0.0375449 -0.0361533 -0.0325911 -0.0410442 -0.0424297 0.0138647 -0.024052
internal_weight=11712 9808 9788 3781 1904 6007 1736 1153 3013 2994 583 681 1223 2045 184 1615 1861 275 1379 75 406 252 154 239 171 192 68 60 2938 44
internal_count=11712 9808 9788 3781 1904 6007 1736 1153 3013 2994 583 681 1223 2045 184 1615 1861 275 1379 75 406 252 154 239 171 192 68 60 2938 44

Tree=52
num_cat=0
split_feature=2 1 0 0 1 1 0 3 3 3 3 3 3 0 0 0 0 1 0 3 0 0 0 0 0 3 0 1 0 1
split_gain=130.492 34.4709 6.76023 6.30864 6.09668 4.8908 0.787526 0.58649 0.790535 0.575664 0.560119 0.537061 0.779804 0.483718 0.409152 1.08933 0.3784 0.329083 0.339555 0.247287 0.197868 0.143252 0.139846 0.173064 0.123431 0.116378 0.109719 0.106255 0.104535 0.100432
threshold=1.5000000000000002 0.63230000000000008 0.98350000000000015 0.69795000000000007 1.0000000180025095e-35 0.68765000000000009 0.63635000000000008 1.5000000000000002 3.5000000000000004 1.5000000000000002 9.5000000000000018 3.5000000000000004 6.5000000000000009 0.98350000000000015 0.69425000000000014 0.98350000000000015 0.64305000000000012 0.47535000000000005 0.64575000000000016 1.0000000180025095e-35 0.67295000000000005 0.68005000000000015 0.69795000000000007 0.70105000000000006 0.67875000000000008 1.5000000000000002 0.34450000000000008 0.66085000000000016 0.34855000000000008 0.35720000000000002
left_child=1 3 16 4 6 9 26 -5 29 13 -10 21 -13 24 -7 25 28 18 -6 -17 -8 -11 -18 -24 -3 -16 -1 -15 -2 -9
right_child=2 5 -4 7 17 14 20 8 10 11 -12 12 -14 27 15 19 22 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.010734855303202165 -0.043821598067879677 0.0055836965626474685 -0.019505601884788074 0.0057643840996835661 -0.0037788956336652409 0.022420168337167094 -0.0088051122735410721 -0.0072795758159675946 0.0011174582370494283 0.0064169722261047286 0.013241086069207925 0.011086671675075196 0.0049809754228114641 0.012995765849043822 -0.0027328049284264899 0.016543524807557129 -0.03147004122214455 0.010611284483280598 0.0016358264865095841 0.01213906239431241 -0.011647730240734613 0.0031626843747228194 -0.019091050433261054 -0.030010465611802775 -0.0017788457459416884 0.0043514403525011574 -0.018306932915128818 0.0095927454844026913 -0.035836944565340714 -0.0030739866780023356
leaf_weight=22 20 106 1222 253 151 38 608 96 1666 163 39 320 604 154 33 133 503 33 497 3067 410 795 21 47 29 78 147 227 91 139
leaf_count=22 20 106 1222 253 151 38 608 96 1666 163 39 320 604 154 33 133 503 33 497 3067 410 795 21 47 29 78 147 227 91 139
internal_value=1.01505e-10 0.00465072 -0.0239571 -0.00240173 -0.00667227 0.0096342 -0.0109995 0.00123591 0.000645342 0.00618671 0.00139477 0.00537542 0.0070955 0.00914571 0.0121027 0.0119843 -0.0319332 0.000870139 0.000374063 0.0123221 -0.00994998 0.00371639 -0.0308946 -0.0266383 0.00400211 0.00224531 -0.0173212 0.0109682 -0.0372756 -0.00479201
internal_weight=11712 9808 1904 4061 1868 5747 1187 2193 1940 2398 1705 1882 924 516 3349 3311 682 681 648 3200 1018 958 571 68 135 111 169 381 111 235
internal_count=11712 9808 1904 4061 1868 5747 1187 2193 1940 2398 1705 1882 924 516 3349 3311 682 681 648 3200 1018 958 571 68 135 111 169 381 111 235

Tree=53
num_leaves=29
num_cat=0
split_feature=2 4 2 0 0 0 4 4 0 4 0 3 4 0 3 4 0 0 0 0 0 0 0 0 0 0 0 0
split_gain=105.699 41.2837 22.8601 8.7358 5.47596 4.07256 2.6338 0.766541 1.05706 0.686904 1.22092 0.641509 0.361476 0.297087 0.280134 0.199285 0.189123 0.312365 0.207293 0.177284 0.151181 0.0881811 0.17265 0.0802552 0.0745016 0.0446209 0.0308348 0.0278875
threshold=1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 0.69795000000000007 0.70835000000000015 0.7279000000000001 1.5000000000000002 1.0000000180025095e-35 0.39055000000000001 1.0000000180025095e-35 0.63195000000000012 9.5000000000000018 1.0000000180025095e-35 0.66205000000000014 1.5000000000000002 1.0000000180025095e-35 0.67295000000000005 0.67815000000000014 0.66995000000000016 0.98350000000000015 0.35435000000000005 0.65465000000000007 0.65325000000000011 0.7007500000000001 0.65815000000000012 0.67565000000000008 0.66615000000000013 0.67095000000000005
decision_type=2 2 2 2 2 2 2 2 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 9 13 7 11 8 -1 10 -4 -7 -6 20 -9 19 18 25 26 -5 -2 22 -22 -19 -23 -18 -15 -20
right_child=4 -3 3 15 12 6 -8 14 -10 -11 -12 -13 -14 16 -16 -17 17 23 27 -21 21 24 -24 -25 -26 -27 -28 -29
leaf_value=-0.012715064209575456 -0.037399554666545654 0.14771185666322709 -0.018937370537647182 -0.003148562774722335 -0.017310484946023261 0.0078969378718485774 -0.020282603247147618 -0.01858862711286003 0.0028726858923052191 -0.025268512814035339 -0.0089743644941454766 0.015315160981747284 -0.026440121730168659 -0.025093809377264093 -0.0037322526681236924 -0.0061018465190298028 -0.038161077985057128 -0.025759142555602611 -0.021257628500461579 0.0017405809834599496 -0.030388381173213325 -0.036426085390542685 -0.020707260285105028 -0.031437931607166923 -0.030204459039780959 -0.032600494065592366 -0.02859677329976508 -0.016201584910353027
leaf_weight=45 36 20 140 79 1196 5719 33 22 1309 31 1013 119 45 54 30 36 27 146 20 1212 150 38 21 30 39 31 47 24
leaf_count=45 36 20 140 79 1196 5719 33 22 1309 31 1013 119 45 54 30 36 27 146 20 1212 150 38 21 30 39 31 47 24
internal_value=1.51909e-10 0.00418565 0.00389238 -0.00433469 -0.0215614 0.00673121 0.00788891 0.00189705 0.00235463 -0.010579 -0.0101841 0.00804815 -0.0176415 -0.0288985 -0.0100176 0.00123676 -0.0270661 -0.0288245 -0.0242283 0.0014414 -0.0313439 -0.0304648 -0.0291995 -0.0267271 -0.0332749 -0.035189 -0.0267239 -0.0184998
internal_weight=11712 9808 9788 2511 1904 7277 5871 1406 1354 1184 1153 5838 1241 663 52 1327 379 234 145 1291 284 248 171 176 77 58 101 44
internal_count=11712 9808 9788 2511 1904 7277 5871 1406 1354 1184 1153 5838 1241 663 52 1327 379 234 145 1291 284 248 171 176 77 58 101 44

Tree=54
num_leaves=27
num_cat=0
split_feature=1 4 4 1 0 1 4 4 0 0 0 4 3 0 3 0 0 0 3 1 0 1 0 0 3 1
split_gain=77.3008 19.1 13.7966 9.37555 7.12365 1.98086 1.55036 0.801596 1.57745 0.955676 0.783308 0.428037 0.85801 0.390236 0.333587 0.428674 0.297022 0.78965 0.24075 0.36413 0.147291 0.114665 0.119017 0.0741603 0.0479749 0.0443224
threshold=1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 0.68485000000000007 0.69735000000000014 0.36665000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.37265000000000009 0.34285000000000004 0.98350000000000015 1.0000000180025095e-35 4.5000000000000009 0.39055000000000001 1.0000000180025095e-35 0.62230000000000008 0.7007500000000001 0.92820000000000003 1.5000000000000002 0.72460000000000013 0.66475000000000006 0.71235000000000015 0.70395000000000019 0.66405000000000014 1.0000000180025095e-35 0.61965000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 7 11 16 8 9 -1 21 13 -13 -2 25 -16 -6 -18 24 -20 -10 22 -5 -9 -12 -7
right_child=1 -3 -4 10 6 14 -8 23 20 -11 18 12 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0082698475530681506 -0.01075680336574026 0.10391834149137141 0.065184331902613246 0.0028822783753228928 0.0023210836179328688 0.01211483833165123 -0.022086384173640065 0.0020343019405291195 -0.016148034356076573 -0.030259081922538046 0.014094624190970705 -0.021347570573461469 0.0029779515389738412 -2.3916170136579161e-05 -0.010378668330875892 0.0039689441235020015 -0.015285847545601429 -0.0068374233060940594 0.0070703622271060989 0.010342184451433756 -0.01423366872497029 -0.0038204454910010103 0.0099983638024021843 -0.0062737443653697322 0.011739977603755058 0.0076531598425560428
leaf_weight=24 35 20 24 124 33 26 71 21 781 112 135 29 29 1055 21 2487 116 2391 394 2489 828 20 29 22 241 155
leaf_count=24 35 20 24 124 33 26 71 21 781 112 135 29 29 1055 21 2487 116 2391 394 2489 828 20 29 22 241 155
internal_value=1.31287e-10 0.0063285 -0.0104292 0.00605999 -0.0108418 0.00266343 -0.00751167 -0.0157046 -0.016037 -0.0263786 0.00985736 -0.000813971 -0.00918481 -0.00036855 0.00414802 0.00384881 -0.00710427 -0.00722834 0.0102054 0.00989505 -0.0151629 0.00330027 0.00423108 -0.00221633 0.0125854 0.00829406
internal_weight=11712 7289 4423 7269 4399 3837 2611 1788 1745 136 3432 1148 58 1090 2689 2508 2540 2507 3259 2883 1609 173 153 43 376 181
internal_count=11712 7289 4423 7269 4399 3837 2611 1788 1745 136 3432 1148 58 1090 2689 2508 2540 2507 3259 2883 1609 173 153 43 376 181

Tree=55
num_cat=0
split_feature=2 4 1 0 0 1 1 4 1 0 4 0 0 0 1 1 4 0 0 0 0 0 0 0 0 0 4 0 0 0
split_gain=77.2722 29.1092 17.9402 3.85101 3.81056 3.30912 2.50536 0.801473 0.499275 0.282974 0.273975 0.220458 0.218737 1.01847 0.210644 0.207126 0.259658 0.135115 0.277336 0.16557 0.120717 0.11912 0.0951203 0.0725923 0.146743 0.0562426 0.034738 0.0346903 0.0332684 0.0313913
threshold=1.5000000000000002 3.5000000000000004 0.63815000000000011 0.68695000000000006 0.98350000000000015 0.69960000000000011 1.0000000180025095e-35 1.0000000180025095e-35 0.47535000000000005 0.98350000000000015 1.0000000180025095e-35 0.66205000000000014 0.8277000000000001 0.71590000000000009 0.33570000000000005 0.67105000000000004 1.0000000180025095e-35 0.67295000000000005 0.68065000000000009 0.6694500000000001 0.71210000000000007 0.34855000000000008 0.98350000000000015 0.35675000000000007 0.62230000000000008 0.67625000000000013 1.0000000180025095e-35 0.66615000000000013 0.69795000000000007 0.67095000000000005
left_child=1 2 3 6 11 15 7 -1 -8 20 -6 21 13 -5 -14 16 -4 19 25 27 -7 -2 -17 -23 -25 -19 -11 -13 -20 -21
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leaf_value=-0.0077922631763978917 -0.033992929309606554 0.12409820040105841 0.0039814790963823869 -6.5445780531167431e-05 -0.014800548553466797 0.0056957407893302543 -0.0011664099840291476 -0.024370402831894657 0.0088920075627457774 0.0093228006071953105 -0.022751081387201947 -0.021208852308767817 0.0020765009324466965 -0.022835827381571847 4.2036994835964972e-05 0.0036667117581195017 -0.0013941252229415114 -0.032749541463523074 -0.023188587452206658 -0.018221280574798587 -0.0032395591538044669 -0.020196488797664641 0.0059007708104792068 -0.03467031128704548 -0.025730383101784229 -0.027193277405232804 0.010707436079524228 -0.025040785400640399 -0.020359877957140698 -0.013158059772104026
leaf_weight=1044 20 20 1404 304 1177 54 573 30 54 2744 45 54 1253 21 857 242 96 29 107 25 21 20 897 20 224 49 194 42 68 24
leaf_count=1044 20 20 1404 304 1177 54 573 30 54 2744 45 54 1253 21 857 242 96 29 107 25 21 20 897 20 224 49 194 42 68 24
internal_value=1.81584e-10 0.00357882 0.00333256 -0.00167214 -0.0184354 0.00699488 -0.005323 -0.00825534 -0.000300135 0.00925939 -0.0150933 -0.0244237 0.000878207 -0.00153676 0.00125018 0.00440943 0.00363744 -0.022905 -0.0242998 -0.0204711 0.00319386 -0.0265521 0.00542611 -0.0259884 -0.0264632 -0.0292591 0.00941423 -0.0228853 -0.0220894 -0.0157413
internal_weight=11712 9808 9788 4136 1904 5652 1701 1074 627 3013 1222 682 2435 325 2110 2639 1500 398 253 145 75 284 1139 264 244 78 2938 96 175 49
internal_count=11712 9808 9788 4136 1904 5652 1701 1074 627 3013 1222 682 2435 325 2110 2639 1500 398 253 145 75 284 1139 264 244 78 2938 96 175 49

Tree=56
num_cat=0
split_feature=1 4 4 1 0 1 4 4 0 0 0 4 3 0 0 0 3 3 3 3 0 0 1 0 1 3 0
split_gain=50.9219 13.0825 9.91978 6.17739 4.76973 1.26199 1.15269 0.765604 1.20926 0.823721 0.558651 0.348547 0.69393 0.346853 0.63881 0.311914 0.299802 0.267192 0.212623 0.376721 0.123783 0.10205 0.131144 0.0634833 0.0580508 0.0423095 0.0280517
threshold=1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 0.68315000000000015 0.69795000000000007 0.36665000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.37265000000000009 0.34285000000000004 0.98350000000000015 1.0000000180025095e-35 4.5000000000000009 0.7007500000000001 0.70785000000000009 0.39055000000000001 9.5000000000000018 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 0.69545000000000012 0.69395000000000018 0.69710000000000016 0.66405000000000014 0.66305000000000003 1.0000000180025095e-35 0.68635000000000013
left_child=2 3 4 5 7 11 13 8 9 -1 21 15 -13 -6 -15 -2 17 -7 25 -20 -10 26 -23 -9 -18 -12 -5
right_child=1 -3 -4 10 6 16 -8 23 20 -11 18 12 -14 14 -16 -17 24 -19 19 -21 -22 22 -24 -25 -26 -27 -28
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leaf_weight=24 35 20 24 37 29 171 71 21 1593 112 143 29 29 65 2442 1055 29 2362 1575 1361 20 22 91 22 28 254 48
leaf_count=24 35 20 24 37 29 171 71 21 1593 112 143 29 29 65 2442 1055 29 2362 1575 1361 20 22 91 22 28 254 48
internal_value=1.73762e-10 0.00513643 -0.00846471 0.0049142 -0.00881451 0.00208089 -0.00608447 -0.0127862 -0.0131103 -0.0221658 0.00791361 -0.000678972 -0.00823266 -0.00573264 -0.00585842 -0.000277032 0.00330418 0.00314279 0.00822019 0.00792649 -0.0123467 0.00275294 0.000783954 0.000396216 0.0104763 0.0103922 0.00537054
internal_weight=11712 7289 4423 7269 4399 3738 2607 1792 1749 136 3531 1148 58 2536 2507 1090 2590 2533 3333 2936 1613 198 113 43 57 397 85
internal_count=11712 7289 4423 7269 4399 3738 2607 1792 1749 136 3531 1148 58 2536 2507 1090 2590 2533 3333 2936 1613 198 113 43 57 397 85

Tree=57
num_leaves=26
num_cat=0
split_feature=2 4 0 4 3 4 0 4 4 3 2 4 4 0 0 3 0 3 0 0 0 0 0 0 0
split_gain=56.8021 20.5409 8.6476 7.26708 3.23538 3.02665 4.75589 0.727803 0.694708 0.951901 0.908392 0.610516 0.60547 0.752056 0.600941 0.578741 0.271107 0.190756 0.152785 0.138431 0.0707596 0.298305 0.133583 0.0682411 0.0327378
threshold=1.5000000000000002 3.5000000000000004 0.8277000000000001 1.5000000000000002 8.5000000000000018 1.0000000180025095e-35 0.69795000000000007 1.5000000000000002 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.63545000000000007 0.39055000000000001 4.5000000000000009 0.62230000000000008 1.5000000000000002 0.98350000000000015 0.35435000000000005 0.67065000000000008 0.67295000000000005 0.65365000000000006 0.70105000000000006 0.7067500000000001
decision_type=2 2 2 2 2 2 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 11 6 16 -7 9 -4 -10 14 13 -6 -1 -5 19 -13 23 -2 22 -22 -18 -8 -25
right_child=5 -3 3 15 12 7 18 -9 10 -11 -12 17 -14 -15 -16 -17 20 -19 -20 -21 21 -23 -24 24 -26
leaf_value=-0.009579434131479098 -0.02668420024630096 0.10430813834071161 0.0045378875338085998 -0.025484244331069619 -0.01158276003520908 -0.0015834632023714137 -0.012896547111726941 0.021506753861904145 0.0078102651129552036 0.013794603146019236 0.027901551127433779 -0.016337592400271782 -0.018969446731815963 -0.0043004732123445204 0.0021767648107521294 -0.048743588617071509 -0.021719839897033941 -0.004078211642336101 -0.012760695815086365 -0.036900481084982555 -0.011947601923236142 -0.023211425289020437 -0.025802974881594665 -0.022689962670916605 -0.017381394396607693
leaf_weight=45 36 20 6575 23 163 43 21 20 361 113 24 22 33 1091 1288 20 137 30 1177 21 27 182 193 21 26
leaf_count=45 36 20 6575 23 163 43 21 20 361 113 24 22 33 1091 1288 20 137 30 1177 21 27 182 193 21 26
internal_value=2.51788e-11 0.00306839 0.00286152 0.0046829 -0.00198914 -0.0158061 -0.0165436 0.00574676 0.00493207 0.00469429 0.00906271 0.00136522 -0.00559891 -0.00524705 0.00177989 -0.0363025 -0.0238896 -0.00926487 -0.013027 -0.0304481 -0.023196 -0.0217563 -0.0241079 -0.0176358 -0.0197533
internal_weight=11712 9808 9788 7116 2672 1904 1841 63 7073 6688 385 1385 1287 1254 1333 43 596 52 1245 57 539 209 330 68 47
internal_count=11712 9808 9788 7116 2672 1904 1841 63 7073 6688 385 1385 1287 1254 1333 43 596 52 1245 57 539 209 330 68 47

Tree=58
num_cat=0
split_feature=2 4 1 4 0 0 4 4 1 1 4 4 4 4 0 4 0 0 0 0 0 0 0 0
split_gain=46.0097 16.6381 9.69677 2.45158 3.85227 1.96872 2.64377 1.72885 1.81289 1.32096 0.664644 0.589521 0.290396 0.274835 0.219597 0.147036 0.123756 0.112129 0.0869279 0.0582895 0.278846 0.107242 0.0552753 0.0265176
threshold=1.5000000000000002 3.5000000000000004 0.6523500000000001 1.0000000180025095e-35 0.69795000000000007 0.68695000000000006 1.5000000000000002 1.5000000000000002 0.70985000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.62230000000000008 1.0000000180025095e-35 0.98350000000000015 0.35435000000000005 0.70295000000000007 0.67095000000000005 0.67295000000000005 0.65365000000000006 0.70105000000000006 0.7067500000000001
left_child=1 2 5 4 14 9 13 8 18 10 -1 -5 -11 -7 17 -10 22 -2 -4 21 -21 -16 -6 -24
right_child=3 -3 7 11 16 6 -8 -9 15 12 -12 -13 -14 -15 19 -17 -18 -19 -20 20 -22 -23 23 -25
leaf_value=-0.0051592174817798389 -0.024015781035025916 0.093877325020730498 0.0023999564712543497 -0.001425117462654165 -0.011606892570853233 0.00097318012373188263 -0.033631755547090011 -0.020705716174095872 0.0071705351436981597 0.00029621664798469284 -0.020256051123142244 0.019356079101562503 -0.010463674817807399 0.0061899033219863977 -0.019547856060692866 0.010162930795124599 -0.011484625190496445 -0.033210432316575736 0.0039067198948864778 -0.0094226346661647163 -0.020890282569350778 -0.023194695256498397 -0.02042096583616166 -0.015643254466480218
leaf_weight=1044 36 20 482 43 21 2644 22 25 2662 711 30 20 26 105 137 175 1177 21 1862 24 182 196 21 26
leaf_count=1044 36 20 482 43 21 2644 22 25 2662 711 30 20 26 105 137 175 1177 21 1862 24 182 196 21 26
internal_value=1.29354e-10 0.00276155 0.00257537 -0.0142254 -0.0148892 -0.00077962 0.000896113 0.00552822 0.00565481 -0.00334365 -0.00558092 0.00517209 -8.33725e-05 0.00117244 -0.0215006 0.00735512 -0.0117243 -0.0274033 0.00359688 -0.0208764 -0.0195542 -0.0216943 -0.0158722 -0.017778
internal_weight=11712 9808 9788 1904 1841 4582 2771 5206 5181 1811 1074 63 737 2749 596 2837 1245 57 2344 539 206 333 68 47
internal_count=11712 9808 9788 1904 1841 4582 2771 5206 5181 1811 1074 63 737 2749 596 2837 1245 57 2344 539 206 333 68 47

Tree=59
num_cat=0
split_feature=2 1 0 0 3 1 0 0 3 1 1 3 3 3 3 0 0 0 1 0 3 1 3 0 0 3 0 0 0 0
split_gain=37.2679 7.95918 1.49014 1.05267 1.3273 1.0355 0.584787 0.493512 0.39754 0.39175 0.615958 0.382368 0.371803 0.356497 0.556823 0.336739 0.281844 0.408138 0.167055 0.145871 0.139155 0.138004 0.137903 0.121418 0.119764 0.0868494 0.0842732 0.0753014 0.111977 0.18389
threshold=1.5000000000000002 0.6523500000000001 0.98350000000000015 0.69795000000000007 8.5000000000000018 0.69155000000000011 0.69475000000000009 0.7007500000000001 1.5000000000000002 0.66085000000000016 0.6593500000000001 9.5000000000000018 1.5000000000000002 3.5000000000000004 6.5000000000000009 0.98350000000000015 0.65105000000000002 0.67295000000000005 0.36415000000000003 0.98350000000000015 1.0000000180025095e-35 0.33705000000000007 2.5000000000000004 0.98350000000000015 0.34855000000000008 1.5000000000000002 0.34855000000000008 0.66205000000000014 0.67295000000000005 0.67765000000000009
left_child=1 3 24 4 18 8 -7 -5 9 10 -3 12 -9 19 -15 25 26 -18 21 -10 -17 -1 -20 -11 -2 -8 -6 -26 -29 -30
right_child=2 5 -4 7 16 6 15 11 13 23 -12 -13 -14 14 -16 20 17 -19 22 -21 -22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=0.0024945466542073218 -0.024171686344780029 0.0069658775349085078 -0.010712951457710196 0.015362308384931606 -0.011122007008928521 0.021812793953965109 -0.0038498400000765197 0.0035927194948030166 0.0039180849002347007 0.0011708433410231337 0.025636260498625538 0.0099994701268367996 1.5957490537227154e-05 0.007767339831178892 0.0021713988686778798 0.0095892379089953413 -0.0012528653501386257 -0.0056347046227991525 0.0059140253447694706 0.00042665120684396243 0.006196453654013525 -0.0010708206190885243 0.0011262321323333678 0.0055895101164482658 -0.017626838634411494 0.0024426853908807973 -0.0061941430267752227 -0.013233054968817482 -0.0222900596447289 -0.015413970273078942
leaf_weight=150 20 67 1222 23 39 24 31 335 148 83 24 43 2194 273 510 126 438 413 100 625 2980 393 151 248 264 75 315 145 48 205
leaf_count=150 20 67 1222 23 39 24 31 335 148 83 24 43 2194 273 510 126 438 413 100 625 2980 393 151 248 264 75 315 145 48 205
internal_value=7.27688e-11 0.00248539 -0.0128029 -0.000549435 -0.00227413 0.00515935 0.00626114 0.000779145 0.00335682 0.00607906 0.0118899 0.000648736 0.000489748 0.00261853 0.00412247 0.00614494 -0.00436581 -0.00337942 0.000900268 0.00109513 0.00633409 -8.59125e-05 0.00303372 0.00448151 -0.0165477 0.000602419 -0.00673704 -0.0163173 -0.0154487 -0.0167185
internal_weight=11712 9808 1904 4594 1999 5214 3236 2595 1978 422 91 2572 2529 1556 783 3212 1205 851 794 773 3106 543 251 331 682 106 354 662 398 253
internal_count=11712 9808 1904 4594 1999 5214 3236 2595 1978 422 91 2572 2529 1556 783 3212 1205 851 794 773 3106 543 251 331 682 106 354 662 398 253

Tree=60
num_leaves=13
num_cat=0
split_feature=4 2 1 4 4 1 1 4 3 4 3 3
split_gain=31.4087 32.695 6.44334 1.34811 1.05784 0.887612 0.770344 0.18175 0.175893 0.172104 0.12817 0.116934
threshold=3.5000000000000004 1.5000000000000002 0.66675000000000006 1.5000000000000002 1.5000000000000002 0.36105000000000004 0.70985000000000009 1.0000000180025095e-35 9.5000000000000018 1.0000000180025095e-35 7.5000000000000009 9.5000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 7 11 -1 -7 -3 -8 -4
right_child=-2 9 4 -5 -6 8 10 -9 -10 -11 -12 -13
leaf_value=-0.00092546764470745465 0.10394124732962971 -0.012117603165439004 0.0030711702772589777 -0.018769980456011418 -0.018032252006232739 0.0015194909438201495 0.0062417007879680027 -0.0053153253573271419 0.0084841309656464563 -0.017845245826713468 0.0041642169561375278 0.0085498326178640137
leaf_weight=3405 29 1841 1495 39 20 1818 2500 97 37 54 337 40
leaf_count=3405 29 1841 1495 39 20 1818 2500 97 37 54 337 40
internal_value=5.44308e-11 -0.000258007 0.00206966 -0.000245086 0.00491356 -0.000110221 0.00501852 -0.00104706 0.00165841 -0.0122808 0.00599492 0.00321394
internal_weight=11712 11683 9788 5396 4392 5357 4372 3502 1855 1895 2837 1535
internal_count=11712 11683 9788 5396 4392 5357 4372 3502 1855 1895 2837 1535

Tree=61
num_cat=0
split_feature=4 1 4 0 1 0 0 1 3 0 3 3 3 0 3 3 3 3 3 0 3 1 0 3
split_gain=25.4411 19.3781 5.64316 2.19891 1.96451 1.0995 0.998716 0.271273 0.209152 0.475389 0.170348 0.638698 0.292526 0.159441 0.150019 0.170742 0.14443 1.09497 0.153968 0.146094 0.191127 0.0794906 0.0506132 0.0132941
threshold=3.5000000000000004 0.34885000000000005 1.5000000000000002 0.98350000000000015 0.69885000000000008 0.71590000000000009 0.71105000000000007 0.63815000000000011 1.5000000000000002 0.98350000000000015 3.5000000000000004 6.5000000000000009 1.5000000000000002 0.98350000000000015 1.5000000000000002 3.5000000000000004 3.5000000000000004 6.5000000000000009 9.5000000000000018 0.98350000000000015 1.5000000000000002 0.78010000000000013 0.70955000000000013 1.0000000180025095e-35
left_child=1 2 3 5 7 6 -1 8 13 -10 12 -12 -9 -3 23 -16 19 21 -19 22 -21 -18 -6 -5
right_child=-2 4 -4 14 16 -7 -8 10 9 -11 11 -13 -14 -15 15 -17 17 18 -20 20 -22 -23 -24 -25
leaf_value=-0.0069442892388964748 0.093547123259511492 -4.9822203772050054e-05 -0.045552344401093098 0.0038595011547351114 0.0018602452555205673 -0.030296015583444386 0.015501479222439231 0.0034359176620942914 0.002711439687284249 -0.0025862272445995047 0.0066790014981798988 0.0014429341609385722 0.00060689939428347538 0.0044299552638012059 -0.0086280589699745183 -0.0027275738919900982 0.0077650715688832861 0.0044091923123781495 0.012355604737997057 0.0069667462976384991 0.0042536068419044238 0.013154565850420605 -0.0046341899316757916 0.000892028558236133
leaf_weight=2242 29 141 34 26 30 20 20 569 272 449 358 667 1022 182 50 2559 32 988 25 317 1435 189 20 36
leaf_count=2242 29 141 34 26 30 20 20 569 272 449 358 667 1022 182 50 2559 32 988 25 317 1435 189 20 36
internal_value=8.01221e-11 -0.000232206 -0.00495139 -0.00467268 0.00328251 -0.00695223 -0.00674583 0.00172249 0.000359696 -0.000587662 0.00226636 0.00327173 0.00161866 0.00247439 -0.00272512 -0.00284065 0.00516317 0.00599665 0.0046053 0.0045924 0.00474451 0.0123742 -0.000737529 0.00213645
internal_weight=11712 11683 4987 4953 6696 2282 2262 3660 1044 721 2616 1025 1591 323 2671 2609 3036 1234 1013 1802 1752 221 50 62
internal_count=11712 11683 4987 4953 6696 2282 2262 3660 1044 721 2616 1025 1591 323 2671 2609 3036 1234 1013 1802 1752 221 50 62

Tree=62
num_cat=0
split_feature=2 4 1 4 4 1 1 1 3 4 3 3 3 3 3 3 1
split_gain=22.5477 7.7979 3.83117 1.58285 0.824321 0.971905 0.575459 0.261722 0.174574 0.170537 0.146034 0.127257 0.884203 0.0946339 0.0874096 0.112329 0.0159064
threshold=1.5000000000000002 3.5000000000000004 0.67525000000000013 1.0000000180025095e-35 1.5000000000000002 0.33985000000000004 0.38050000000000006 0.70985000000000009 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 0.69295000000000007
left_child=1 2 4 -2 6 -6 10 14 -8 -5 -1 13 -13 -9 16 -16 -4
right_child=3 -3 7 9 5 -7 8 11 -10 -11 -12 12 -14 -15 15 -17 -18
leaf_value=0.0027271462557341983 -0.010491825005210054 0.064311081990599636 0.0069077886683358396 0.0020795433327209121 -0.029705784413963557 0.0014695997629314663 0.0015287041131369595 0.0072105481774190966 0.008202169477008284 0.013256672322750091 -0.00055202548510844553 0.011637439007686481 0.0042773283073510348 0.0039941330299157812 0.0016260671237300307 0.0037792894771136137 0.0042473420715204591
leaf_weight=141 1841 20 55 43 20 20 1958 97 40 20 3688 197 952 1606 529 447 38
leaf_count=141 1841 20 55 43 20 20 1958 97 40 20 3688 197 952 1606 529 447 38
internal_value=9.56377e-11 0.00193321 0.00180575 -0.00995845 0.00018838 -0.0141181 0.000286588 0.00422582 0.00166231 0.00562784 -0.000431272 0.00472601 0.00553924 0.00417733 0.00289136 0.00261223 0.00582072
internal_weight=11712 9808 9788 1904 5867 40 5827 3921 1998 63 3829 2852 1149 1703 1069 976 93
internal_count=11712 9808 9788 1904 5867 40 5827 3921 1998 63 3829 2852 1149 1703 1069 976 93

Tree=63
num_leaves=19
num_cat=0
split_feature=4 1 4 0 1 1 0 0 0 0 1 3 1 3 3 3 3 4
split_gain=18.303 12.856 4.44439 2.0604 1.38298 0.684164 0.770384 0.363876 0.459617 0.272949 0.283397 0.26628 0.178056 0.137414 0.106931 0.142752 0.230514 0.025191
threshold=3.5000000000000004 0.34525000000000006 1.5000000000000002 0.69795000000000007 0.69885000000000008 1.0000000180025095e-35 0.34285000000000004 0.7007500000000001 0.70395000000000019 0.36045000000000005 0.63230000000000008 1.5000000000000002 0.33570000000000005 3.5000000000000004 9.5000000000000018 7.5000000000000009 3.5000000000000004 1.0000000180025095e-35
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 5 9 6 -1 -5 -9 -3 11 -11 -7 -12 15 16 -6 -17
right_child=-2 4 -4 7 14 12 -8 8 -10 10 13 -13 -14 -15 -16 17 -18 -19
leaf_value=0.010429294768255205 0.079345748101457447 0.012184335060579622 -0.04071389858921369 0.0090538987643005147 0.0037263897012657999 0.0010236481621177518 -0.0072494553797247639 -0.013760985718930469 -0.002060518429192696 0.0022197600273941905 0.001235035667968601 -0.0011692410367926457 -0.0039665164625384266 0.0026971559206773162 0.01069828823208809 0.0019006480726518279 0.0057031661342634866 0.0049389275225500268
leaf_weight=25 29 23 33 29 1802 128 1757 34 2673 337 1650 743 162 1053 25 302 877 30
leaf_count=25 29 23 33 29 1802 128 1757 34 2673 337 1650 743 162 1053 25 302 877 30
internal_value=7.40776e-11 -0.000196955 -0.00414062 -0.0038896 0.00259335 -0.00626839 -0.00700144 -0.00208811 -0.00220748 0.00132356 0.00125753 -0.000111747 -0.00176396 0.00180463 0.00418519 0.00413112 0.00437351 0.00217519
internal_weight=11712 11683 4841 4808 6842 2072 1782 2736 2707 3806 3783 1080 290 2703 3036 3011 2679 332
internal_count=11712 11683 4841 4808 6842 2072 1782 2736 2707 3806 3783 1080 290 2703 3036 3011 2679 332

Tree=64
num_leaves=17
num_cat=0
split_feature=2 4 1 4 4 1 1 1 3 1 4 3 3 3 3 3
split_gain=16.9024 4.66982 2.27 1.18673 0.474147 0.590658 0.269576 0.159124 0.140036 0.0980612 0.0960755 0.0853057 0.693674 0.0777141 0.0807152 0.0766535
threshold=1.5000000000000002 3.5000000000000004 0.67605000000000015 1.0000000180025095e-35 1.5000000000000002 0.33985000000000004 0.38050000000000006 0.70985000000000009 9.5000000000000018 0.33570000000000005 1.5000000000000002 3.5000000000000004 6.5000000000000009 9.5000000000000018 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 -6 9 13 -8 -1 -5 15 -13 14 -4 -9
right_child=3 -3 7 10 5 -7 8 11 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.00026118826199701483 -0.0090839728759576424 0.049945401139557366 0.0050588920825130994 0.0022103808906882307 -0.022663815948180857 0.0016396425943821669 0.0012250684362600951 0.0061168546855603296 0.0071292603888162753 -0.00082902389856664852 0.010599710643291474 0.0099033782532826301 0.0033842987536223793 0.0077884586098102421 0.0019673969285583124 0.0032220806564122631
leaf_weight=2626 1841 20 93 43 20 20 1988 97 41 1203 20 197 952 26 919 1606
leaf_count=2626 1841 20 93 43 20 20 1988 97 41 1203 20 197 952 26 919 1606
internal_value=3.99944e-11 0.00167379 0.00157516 -0.00862214 0.000338389 -0.0105121 0.000412479 0.00345034 0.00134437 -8.1336e-05 0.00487366 0.00383619 0.00450202 0.00239019 0.0022515 0.00338696
internal_weight=11712 9808 9788 1904 5898 40 5858 3890 2029 3829 63 2852 1149 1038 1012 1703
internal_count=11712 9808 9788 1904 5898 40 5858 3890 2029 3829 63 2852 1149 1038 1012 1703

Tree=65
num_leaves=20
num_cat=0
split_feature=4 1 4 0 1 3 0 0 0 0 3 4 3 1 0 0 0 3 3
split_gain=13.3 8.55663 3.45511 1.80658 0.89875 0.49865 0.633791 0.305648 0.379238 0.229904 0.218212 0.676229 0.316826 0.127781 0.101204 0.100719 0.0870447 0.0834114 0.119144
threshold=3.5000000000000004 0.34525000000000006 1.5000000000000002 0.69795000000000007 0.69860000000000011 8.5000000000000018 0.34285000000000004 0.7007500000000001 0.70395000000000019 0.36045000000000005 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 0.33570000000000005 0.98350000000000015 0.71210000000000007 0.70335000000000014 9.5000000000000018 7.5000000000000009
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 5 9 13 -7 -5 -9 -3 11 -11 -12 -1 15 16 -6 18 -16
right_child=-2 4 -4 7 14 6 -8 8 -10 10 12 -13 -14 -15 17 -17 -18 -19 -20
leaf_value=0.00097382594983963684 0.067637706368133946 0.011048804229611289 -0.035632205094126145 0.0087346586885015034 -0.0015435604970929597 0.0098088144212961203 -0.0062254984588203683 -0.012081176524653155 -0.001452941660314772 0.0030675014053034356 -0.00051016825584745799 -0.0079986582752376387 0.0016002964365707563 -0.0033464623489169011 0.0036603316539551498 -0.0060152651697752031 0.0057831235601746994 0.0092371795177459727 0.0016245394639194015
leaf_weight=122 29 23 33 29 34 25 1769 34 2673 862 1367 59 1483 156 2614 21 31 25 323
leaf_count=122 29 23 33 29 34 25 1769 34 2673 862 1367 59 1483 156 2614 21 31 25 323
internal_value=2.97334e-11 -0.000167893 -0.00338524 -0.00316391 0.00210852 -0.00539137 -0.00600205 -0.00147704 -0.00158643 0.00108124 0.00102045 0.00235859 0.000588014 -0.00145051 0.00338722 5.52564e-06 0.0019507 0.0034854 0.00343644
internal_weight=11712 11683 4841 4808 6842 2072 1794 2736 2707 3794 3771 921 2850 278 3048 86 65 2962 2937
internal_count=11712 11683 4841 4808 6842 2072 1794 2736 2707 3794 3771 921 2850 278 3048 86 65 2962 2937

Tree=66
num_cat=0
split_feature=2 4 1 4 4 1 3 1 3 3 3 3 1 1 4 1 1
split_gain=12.7515 2.70418 1.34004 0.894002 0.250546 0.351585 0.149124 0.13868 0.104925 0.679581 0.127489 0.11387 0.0994731 0.0837744 0.0524582 0.0254792 0.0035602
threshold=1.5000000000000002 3.5000000000000004 0.67605000000000015 1.0000000180025095e-35 1.5000000000000002 0.33985000000000004 9.5000000000000018 0.63685000000000014 3.5000000000000004 6.5000000000000009 9.5000000000000018 1.0000000180025095e-35 0.98100000000000009 0.78010000000000013 1.5000000000000002 0.38810000000000006 0.71235000000000015
left_child=1 2 4 -2 6 -6 7 -1 11 13 -11 16 -13 -10 -5 -8 -4
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Tree=67
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leaf_weight=262 1841 20 490 43 20 20 73 5472 169 1189 420 42 1373 49 189 20 20
leaf_count=262 1841 20 490 43 20 20 73 5472 169 1189 420 42 1373 49 189 20 20
internal_value=2.40011e-11 0.00130843 0.00124088 -0.00674007 0.000379847 -0.00671303 0.000428537 0.000371042 0.00252924 0.00309568 0.00214042 0.00339529 0.00176808 0.00209782 0.00654635 0.00380222 0.00397341
internal_weight=11712 9808 9788 1904 5867 40 5827 5734 3921 1596 2325 532 1793 1238 358 63 93
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Tree=68
num_cat=0
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leaf_count=28 20 38 1223 20 172 48 24 394 114 1018 47 265 1469 318 1381 20 170 925 20 614 311 605 683 25 154 252 24 210 36 1084
internal_value=1.67138e-11 0.00117759 -0.00606606 0.000191228 0.00210767 0.00385199 0.0106374 0.000292497 0.000882454 -0.000464624 -0.000659753 0.00206301 -0.00117162 0.00178889 0.00215474 -0.00870622 0.00236961 0.00317498 0.00326606 0.00372667 0.000970107 0.00168803 0.000200966 -0.00845325 -0.00864393 -0.00774648 -0.00897759 -0.0101944 -0.000210416 0.0017406
internal_weight=11712 9808 1904 4760 5048 780 62 4708 2907 1412 1801 285 1516 4268 1495 681 2497 1095 718 634 1771 916 855 661 641 406 52 235 84 1402
internal_count=11712 9808 1904 4760 5048 780 62 4708 2907 1412 1801 285 1516 4268 1495 681 2497 1095 718 634 1771 916 855 661 641 406 52 235 84 1402

Tree=69
num_cat=0
split_feature=4 2 4 1 1 4 4 3 3 1 3 3
split_gain=8.91342 7.79835 0.762775 0.779511 0.598657 0.332026 0.1814 0.12001 0.111164 0.0947099 0.150437 0.0518336
threshold=3.5000000000000004 1.5000000000000002 1.5000000000000002 0.67605000000000015 0.61350000000000005 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 9.5000000000000018 0.63230000000000008 8.5000000000000018 6.5000000000000009
left_child=1 2 3 9 -4 -3 8 -8 -5 10 -1 -11
right_child=-2 5 4 6 -6 -7 7 -9 -10 11 -12 -13
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leaf_weight=1473 29 1841 27 3597 32 54 39 189 46 1371 2547 467
leaf_count=1473 29 1841 27 3597 32 54 39 189 46 1371 2547 467
internal_value=3.10177e-11 -0.000137445 0.000999349 0.00106809 -0.0103366 -0.00600918 0.00216923 0.00490556 0.00199797 0.000340459 6.85757e-05 0.000935112
internal_weight=11712 11683 9788 9729 59 1895 3871 228 3643 5858 4020 1838
internal_count=11712 11683 9788 9729 59 1895 3871 228 3643 5858 4020 1838

Tree=70
num_cat=0
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leaf_weight=2540 29 20 3658 20 80 42 30 21 24 361 81 1178 3030 20 210 23 71 274
leaf_count=2540 29 20 3658 20 80 42 30 21 24 361 81 1178 3030 20 210 23 71 274
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Tree=71
num_cat=0
split_feature=4 1 4 0 4 3 0 1 0 3 3 3 4 3 3 3 1
split_gain=5.8481 2.59332 1.54633 1.19541 0.665825 0.419403 0.611253 0.240673 0.159682 0.125352 0.465717 0.105592 0.0939829 0.090487 0.0508066 0.0478559 0.0213716
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leaf_weight=173 29 22 36 58 34 25 1919 2354 2042 117 2662 1326 101 354 308 74 78
leaf_count=173 29 22 36 58 34 25 1919 2354 2042 117 2662 1326 101 354 308 74 78
internal_value=1.03664e-11 -0.00011133 -0.00171234 -0.00157427 0.00127513 -0.00319238 -0.0038707 0.00135133 0.000782608 -0.000202622 -0.00034769 0.000838077 0.00203092 -0.000690178 0.00188335 0.00427573 0.00276167
internal_weight=11712 11683 5422 5386 6261 2471 1944 6227 3390 2915 2779 3368 2837 527 2662 175 136
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Tree=72
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split_feature=4 2 1 4 4 3 4 3 3 3 3 4 3 1 1
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=725 29 1841 580 20 46 216 27 82 101 51 4364 54 3530 21 25
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internal_weight=11712 11683 9788 4392 4372 262 5396 231 183 5165 5089 1895 4110 48 76
internal_count=11712 11683 9788 4392 4372 262 5396 231 183 5165 5089 1895 4110 48 76

Tree=73
num_cat=0
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Tree=74
num_cat=0
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internal_weight=11712 11683 9788 1895 1392 8684 8630 1557 7073 1104 1052 1020 1349 503 483 54 463 52 171
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Tree=75
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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Tree=76
num_cat=0
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threshold=3.5000000000000004 1.5000000000000002 0.67105000000000004 1.5000000000000002 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 0.61965000000000015 0.36845000000000006 0.66325000000000012 1.0000000180025095e-35
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leaf_weight=130 29 1841 534 20 154 93 1544 226 3517 100 3351 74 21 24 54
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internal_value=7.76652e-12 -6.57395e-05 0.00052041 0.00108145 0.00113623 0.0031946 0.000107097 1.61575e-05 0.00033226 -0.000703534 0.00100536 0.00207454 0.0029084 0.00078971 -0.0030933
internal_weight=11712 11683 9788 4152 4132 247 5636 5387 3743 1644 3885 249 151 98 1895
internal_count=11712 11683 9788 4152 4132 247 5636 5387 3743 1644 3885 249 151 98 1895

Tree=77
num_cat=0
split_feature=2 3 0 0 0 1 0 0 3 3 3 0 0 1 0 1 1 0 1 0 0 0 0 0 1 1 1 0 0 1
split_gain=1.30803 0.299964 0.217624 0.361148 0.687379 0.282782 0.203742 0.192869 0.355775 0.309028 0.954163 0.397323 0.344478 0.877484 0.260352 0.168084 0.946103 0.154128 0.104771 0.100192 0.0718147 0.0668357 0.0626882 0.152968 0.0586294 0.043318 0.586971 0.0383892 0.0248113 0.0223138
threshold=1.5000000000000002 1.5000000000000002 0.98350000000000015 0.69425000000000014 0.69005000000000016 0.33705000000000007 0.68065000000000009 0.65785000000000016 2.5000000000000004 4.5000000000000009 6.5000000000000009 0.6593500000000001 0.92820000000000003 0.63585000000000014 0.63765000000000016 0.61350000000000005 0.35865000000000008 0.92820000000000003 0.65515000000000012 0.7087500000000001 0.35435000000000005 0.70785000000000009 0.67295000000000005 0.67095000000000005 0.34450000000000008 0.66085000000000016 0.65925000000000011 0.67565000000000008 0.66205000000000014 0.67645000000000011
left_child=1 2 3 4 5 -1 20 8 14 12 17 -12 19 -14 -3 16 -10 -11 -17 -9 -2 -5 23 28 -4 26 -26 -24 -22 -27
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leaf_weight=40 36 20 39 41 20 298 1397 266 615 124 36 3944 242 2317 27 123 20 621 26 20 248 21 27 24 330 149 20 51 121 449
leaf_count=40 36 20 39 41 20 298 1397 266 615 124 36 3944 242 2317 27 123 20 621 26 20 248 21 27 24 330 149 20 51 121 449
internal_value=6.32243e-12 0.000465625 0.00181696 -8.95547e-05 0.00113076 6.48699e-05 -0.00239856 0.000239304 -0.00120684 0.000398055 0.000893837 0.000279019 -0.000425344 -0.000793208 0.00724393 -0.00171346 -0.00242273 0.00417837 0.00130927 0.00286614 -0.00411568 -0.0071359 -0.00378664 -0.00327268 0.00262824 0.00278457 0.00366815 -0.00637624 -0.00377583 0.00226742
internal_weight=11712 9808 1407 420 358 338 1904 8401 831 7570 4725 3980 2845 2559 47 784 635 745 149 286 507 62 471 393 987 948 350 78 369 598
internal_count=11712 9808 1407 420 358 338 1904 8401 831 7570 4725 3980 2845 2559 47 784 635 745 149 286 507 62 471 393 987 948 350 78 369 598

Tree=78
num_leaves=23
num_cat=0
split_feature=4 2 0 0 4 1 4 1 1 4 1 0 4 4 0 0 0 0 0 0 0 0
split_gain=1.63333 1.39715 0.327069 0.218229 1.05807 0.167305 0.179374 0.586739 0.170059 0.127446 0.349692 0.144932 1.07588 0.274971 0.0934966 0.0592056 0.0557556 0.0408249 0.034405 0.157226 0.0332561 0.0117821
threshold=3.5000000000000004 1.5000000000000002 0.6603500000000001 0.68045000000000011 1.0000000180025095e-35 0.47535000000000005 1.0000000180025095e-35 0.36175000000000007 0.62855000000000005 1.5000000000000002 0.61350000000000005 0.8277000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.70540000000000014 0.71770000000000012 0.69580000000000009 0.35435000000000005 0.65325000000000011 0.65665000000000007 0.64045000000000007 0.61415000000000008
decision_type=2 2 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 17 14 6 7 -1 -7 11 -11 12 -4 -13 16 -16 -5 -3 21 -20 -10 -19
right_child=-2 3 9 4 -6 8 -8 -9 20 10 -12 13 -14 -15 15 -17 -18 18 19 -21 -22 -23
leaf_value=-0.0017193987505066022 0.023702778179070044 -0.0075785087446301235 0.00021215797721857392 -0.0026167091985424872 -0.017343382641326548 0.0098619407461956153 0.0064544784277677549 -0.01906154747819528 0.0027944181401412505 0.0051279609658471913 -0.011146052115579933 0.00070142581757047875 -0.016402941945707426 0.0034497428865643679 0.00326166295989727 -0.0012368847528409404 -0.0070622157424879393 -0.0005770023260265589 -0.010149095728993416 -0.0037645514274912855 -0.00026964727809145327 -0.0031841734271998018
leaf_weight=795 29 36 1517 102 43 20 25 20 43 23 31 6688 40 385 30 1180 39 20 45 270 201 130
leaf_count=795 29 36 1517 102 43 20 25 20 43 23 31 6688 40 385 30 1180 39 20 45 270 201 130
internal_value=1.51789e-11 -5.88359e-05 0.000422337 -0.00254418 -0.00190084 -0.00119891 -0.00188904 -0.00214497 0.000996969 0.000628446 -0.00421453 0.00065875 -0.000214691 0.000851023 -0.00140933 -0.00112535 -0.00384632 -0.00433423 -0.00408306 -0.00467663 0.000270331 -0.00283655
internal_weight=11712 11683 9788 1895 1394 1104 840 815 264 8684 54 8630 1557 7073 1351 1210 141 501 465 315 244 150
internal_count=11712 11683 9788 1895 1394 1104 840 815 264 8684 54 8630 1557 7073 1351 1210 141 501 465 315 244 150

Tree=79
num_cat=0
split_feature=4 2 0 0 4 1 4 0 1 4 1 0 4 4 0 0 0 0 0 1 0
split_gain=1.323 1.13169 0.264926 0.176766 0.857035 0.135517 0.145293 0.537371 0.137748 0.103231 0.28325 0.117395 0.871461 0.222727 0.0836588 0.0339263 0.0658606 0.0361851 0.0339224 0.0303717 0.0125149
threshold=3.5000000000000004 1.5000000000000002 0.6603500000000001 0.68045000000000011 1.0000000180025095e-35 0.47535000000000005 1.0000000180025095e-35 0.34855000000000008 0.62855000000000005 1.5000000000000002 0.61350000000000005 0.8277000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.69795000000000007 0.34855000000000008 0.35675000000000007 0.62230000000000008 0.69210000000000016 0.65515000000000012 0.71770000000000012
left_child=1 2 5 15 14 6 7 -1 -7 11 -11 12 -4 -13 18 -3 -17 -18 -5 -10 -16
right_child=-2 3 9 4 -6 8 -8 -9 19 10 -12 13 -14 -15 20 16 17 -19 -20 -21 -22
leaf_value=-0.011974417918827385 0.021332502622028876 -0.0079363925382494923 0.00019094218917397999 -0.0030760845900444753 -0.015609043975209081 0.0088757466734386975 0.0058090310133993633 -0.001274008870751025 0.00095094083786200097 0.0046151643780910452 -0.010031446670332263 0.00063128321169383808 -0.014762648121686654 0.0031047686752506045 0.00031208333702614674 0.0018849179893732073 -0.008136976910755038 -0.0037880575259778672 -0.0075643332658468614 -0.0015156988609981324 -0.0011131962622373793
leaf_weight=50 29 20 1517 85 43 20 25 765 174 23 31 6688 40 385 65 20 20 441 21 70 1180
leaf_count=50 29 20 1517 85 43 20 25 765 174 23 31 6688 40 385 65 20 20 441 21 70 1180
internal_value=9.19972e-12 -5.29524e-05 0.000380104 -0.00228976 -0.00171076 -0.00107901 -0.00170013 -0.00193048 0.000897272 0.000565602 -0.00379308 0.000592875 -0.000193222 0.000765921 -0.0012684 -0.0039008 -0.003733 -0.00397673 -0.00396527 0.000243298 -0.00103878
internal_weight=11712 11683 9788 1895 1394 1104 840 815 264 8684 54 8630 1557 7073 1351 501 481 461 106 244 1245
internal_count=11712 11683 9788 1895 1394 1104 840 815 264 8684 54 8630 1557 7073 1351 501 481 461 106 244 1245

Tree=80
num_cat=0
split_feature=2 3 3 3 0 0 1 0 0 0 1 1 3 0 0 1 0 3 1 0 1 0 0 1 1 3 3 0 0 0
split_gain=0.65621 0.246255 0.151382 0.66568 0.350002 0.313332 0.720488 0.177383 0.135885 0.301984 0.60529 0.225111 0.124286 0.272525 0.113105 0.111525 0.0979557 0.104111 0.0802642 0.0546537 0.0516046 0.0352435 0.036755 0.0345189 0.462375 0.0266014 0.0203254 0.0176576 0.0156907 0.0436736
threshold=1.5000000000000002 1.5000000000000002 4.5000000000000009 6.5000000000000009 0.63310000000000011 0.92820000000000003 0.63095000000000012 0.71590000000000009 0.98350000000000015 0.69425000000000014 0.68405000000000016 0.33705000000000007 9.5000000000000018 0.98350000000000015 0.66205000000000014 0.78010000000000013 0.7087500000000001 2.5000000000000004 0.72460000000000013 0.70785000000000009 0.34450000000000008 0.35435000000000005 0.65325000000000011 0.66085000000000016 0.65925000000000011 2.5000000000000004 1.0000000180025095e-35 0.65870000000000017 0.98350000000000015 0.7007500000000001
left_child=1 8 5 4 -4 16 25 -6 9 10 11 -1 18 -14 21 -8 17 -3 -5 -11 -10 -2 -23 24 -22 -7 -25 -24 29 -16
right_child=14 2 3 12 7 6 15 -9 20 19 -12 -13 13 -15 28 -17 -18 -19 -20 -21 23 22 27 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0072073181461746573 -0.0064635216297271357 0.0042936521923755732 -0.0099905153876170532 -0.00033551423432043775 0.00057131512708557544 -0.0084718213093524074 -0.0012016976221260051 0.0041914219011150609 -0.001369720812027271 -0.0042708256449436816 0.018067345069648584 -0.00078215513451367156 -0.0070796035350371243 0.0048111724097892146 -0.0015289879561327518 0.00020355717879010039 0.008831060585798696 0.00074829630219760501 0.00072051212052501486 -0.010544240341654847 0.0022358853543207233 -0.0021312321982501696 -0.0056442212854181566 0.0026669520074238053 0.017894707988016307 -0.0058183215274898847 0.001448218493920093 -0.0028598229711254437 -0.0011985616812576982 -0.0047171501751647011
leaf_weight=40 36 112 20 3531 173 49 948 622 39 41 20 298 23 119 349 1397 20 318 904 21 330 150 62 212 20 165 386 36 1222 49
leaf_count=40 36 112 20 3531 173 49 948 622 39 41 20 298 23 119 349 1397 20 318 904 21 330 150 62 212 20 165 386 36 1222 49
internal_value=6.30665e-12 0.000329799 0.000124737 0.000441846 0.00307496 -0.000443507 -0.000871427 0.00340365 0.00155419 4.76774e-05 0.00116357 0.000163345 -2.70175e-05 0.0028852 -0.00169888 -0.000364537 0.00198993 0.00167174 -0.000120261 -0.00639569 0.00219526 -0.00353967 -0.00311524 0.00234192 0.00313068 -0.0064259 0.00188028 -0.00462138 -0.00137617 -0.0019215
internal_weight=11712 9808 8401 5392 815 3009 2559 795 1407 420 358 338 4577 142 1904 2345 450 430 4435 62 987 284 248 948 350 214 598 98 1620 398
internal_count=11712 9808 8401 5392 815 3009 2559 795 1407 420 358 338 4577 142 1904 2345 450 430 4435 62 987 284 248 948 350 214 598 98 1620 398

Tree=81
num_cat=0
split_feature=2 3 3 3 0 0 1 0 0 0 0 1 3 0 0 1 1 1 1 0 1 0 0 0 1 1 1 1 1 0
split_gain=0.53153 0.199467 0.122619 0.539201 0.283502 0.253799 0.586356 0.14368 0.110067 0.244607 0.49833 0.182763 0.100672 0.220746 0.0916147 0.0819155 0.215312 0.0785633 0.065014 0.0442695 0.0417997 0.0285472 0.0315211 0.0286014 0.0280614 0.028054 0.420461 0.0265606 0.0225148 0.0144547
threshold=1.5000000000000002 1.5000000000000002 4.5000000000000009 6.5000000000000009 0.63310000000000011 0.92820000000000003 0.63685000000000014 0.71590000000000009 0.98350000000000015 0.69425000000000014 0.69005000000000016 0.33705000000000007 9.5000000000000018 0.98350000000000015 0.66205000000000014 0.35205000000000003 0.47535000000000005 0.78010000000000013 0.72460000000000013 0.70785000000000009 0.34450000000000008 0.35435000000000005 0.65465000000000007 0.65705000000000013 0.62855000000000005 0.66335000000000011 0.66055000000000008 0.67645000000000011 0.33570000000000005 0.68065000000000009
left_child=1 8 5 4 -4 15 24 -6 9 10 11 -1 18 -14 21 28 -17 -8 -5 -11 -10 -2 -23 -24 -7 26 -22 -27 -3 -16
right_child=14 2 3 12 7 6 17 -9 20 19 -12 -13 13 -15 29 16 -18 -19 -20 -21 25 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0064865861542057245 -0.0058171693178741815 0.0015790660749189557 -0.0089914633345324537 -0.00030196283514989024 0.00051418362579690668 -0.0058785187898221731 -0.0010092439010428674 0.0037722797425798066 -0.0012327486231254463 -0.0038437430769568538 0.016384915283415468 -0.00071228223743625052 -0.0063716432838903173 0.0043300552219798115 -0.0019861948012370166 0.0077395589581239184 0.0013286343123030476 0.00018320143267474989 0.00064846090915761238 -0.0094898165735815259 0.0017147894820361263 -0.0020471957304047921 -0.0069633208215236671 -0.0029857365026449163 -0.0030149800822184217 0.00032671461734226198 0.013216258691889899 0.0020126719448823305 -0.0012350360136307165 -0.0011192112566930489
leaf_weight=40 36 42 20 3531 173 207 914 622 39 41 20 298 23 119 223 66 254 1397 904 21 346 171 29 48 41 118 35 449 88 1397
leaf_count=40 36 42 20 3531 173 207 914 622 39 41 20 298 23 119 223 66 254 1397 904 21 346 171 29 48 41 118 35 449 88 1397
internal_value=-2.3094e-12 0.000296819 0.000112264 0.000397661 0.00276746 -0.000399157 -0.000784285 0.00306329 0.00139877 4.29096e-05 0.00104721 0.000139655 -2.43158e-05 0.00259668 -0.00152899 0.00179094 0.00265089 -0.00028841 -0.000108235 -0.00575612 0.00197574 -0.00318571 -0.00280372 -0.00448379 -0.00540511 0.00210773 0.00277135 0.0016618 -0.000325865 -0.00123856
internal_weight=11712 9808 8401 5392 815 3009 2559 795 1407 420 358 338 4577 142 1904 450 320 2311 4435 62 987 284 248 77 248 948 381 567 130 1620
internal_count=11712 9808 8401 5392 815 3009 2559 795 1407 420 358 338 4577 142 1904 450 320 2311 4435 62 987 284 248 77 248 948 381 567 130 1620

Tree=82
num_leaves=14
num_cat=0
split_feature=4 4 2 0 0 0 3 4 3 3 3 0 3
split_gain=1.06111 0.911636 1.46527 0.489348 0.474685 0.805945 0.329469 0.216226 0.436602 0.304263 0.249859 0.201262 0.0328779
threshold=3.5000000000000004 1.5000000000000002 1.0000000180025095e-35 0.69795000000000007 0.34285000000000004 0.34855000000000008 8.5000000000000018 1.0000000180025095e-35 2.5000000000000004 6.5000000000000009 9.5000000000000018 0.7007500000000001 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -7 10 12 -10 11 -5 -9
right_child=-2 2 -4 7 5 6 -8 8 9 -11 -12 -13 -14
leaf_value=0.011890026414766908 0.019104834337686671 0.0011044958280399442 -0.028131421984483804 0.0060455367418984739 -0.014625455075028269 0.0002690709865671169 -0.0018735467063967018 -0.0043920860230647236 0.0076328622865204174 0.0015088324678590758 0.0049008859864161109 0.00018341989842213737 -0.00023564278739146317
leaf_weight=28 29 40 30 59 44 1220 1743 71 152 174 116 7980 26
leaf_count=28 29 40 30 59 44 1220 1743 71 152 174 116 7980 26
internal_value=9.26472e-12 -4.74228e-05 -0.0114252 2.11593e-05 -0.00107016 -0.00119084 -0.000991335 0.00040728 0.00261174 0.00436421 0.000292934 0.000226443 -0.00327799
internal_weight=11712 11683 70 11613 3035 3007 2963 8578 423 326 8155 8039 97
internal_count=11712 11683 70 11613 3035 3007 2963 8578 423 326 8155 8039 97

Tree=83
num_cat=0
split_feature=4 4 1 2 4 1 1 3 3 3 3 3 1
split_gain=0.859501 0.738425 1.18687 0.428057 1.38342 0.288877 0.124827 0.0904731 0.151814 0.0475797 0.059118 0.026344 0.0247314
threshold=3.5000000000000004 1.5000000000000002 0.33570000000000005 1.5000000000000002 1.0000000180025095e-35 0.67425000000000013 0.70985000000000009 8.5000000000000018 6.5000000000000009 7.5000000000000009 3.5000000000000004 9.5000000000000018 0.37215000000000004
left_child=1 3 -3 6 -5 -4 7 8 -1 10 -8 -11 -9
right_child=-2 2 5 4 -6 -7 9 12 -10 11 -12 -13 -14
leaf_value=9.8339823738803847e-05 0.017194351733758533 -0.025318277970266839 0.0094922322127968077 -0.0017747535676414046 0.016370224224966628 -0.0075041403854265807 0.0006582056127279203 0.00046875262319865068 -0.0013180935375973833 -0.00050456689604158915 0.0016972739573490497 0.0030746624043042014 0.0023610059854010466
leaf_weight=3298 29 30 20 1841 43 20 1690 2541 982 315 810 22 71
leaf_count=3298 29 30 20 1841 43 20 1690 2541 982 315 810 22 71
internal_value=1.18041e-11 -4.26805e-05 -0.0102827 1.90434e-05 -0.00136062 0.000994046 0.000286212 5.63971e-05 -0.000226646 0.000844506 0.000994864 -0.000270908 0.000520188
internal_weight=11712 11683 70 11613 1884 40 9729 6892 4280 2837 2500 337 2612
internal_count=11712 11683 70 11613 1884 40 9729 6892 4280 2837 2500 337 2612

Tree=84
num_leaves=15
num_cat=0
split_feature=4 4 1 0 0 0 0 1 4 1 2 1 2 1
split_gain=0.696196 0.598124 0.961361 0.387993 0.834692 0.374511 0.674622 0.23399 0.137619 0.286461 0.698794 0.187392 0.0804519 0.174633
threshold=3.5000000000000004 1.5000000000000002 0.33570000000000005 0.8277000000000001 0.71770000000000012 0.34285000000000004 0.34855000000000008 0.67425000000000013 1.0000000180025095e-35 0.33705000000000007 1.5000000000000002 0.36995000000000006 1.5000000000000002 0.33570000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -4 12 10 -10 -11 13 -5
right_child=-2 2 7 8 -6 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.010759326619154309 0.01547491705880083 -0.02278645063440005 0.008543009106069803 0.0015063499024869772 -0.019098051100969318 -0.013154136524959045 -0.0006877919367416455 -0.0067537256120704121 0.02170742601156235 -0.0056204022134880762 -0.00086550489068031315 0.001891595416021085 -0.00047223725947527712 0.00018275547496707687
leaf_weight=28 29 30 20 1219 25 44 3233 20 24 37 32 324 1178 5469
leaf_count=28 29 30 20 1219 25 44 3233 20 24 37 32 324 1178 5469
internal_value=9.17978e-12 -3.84124e-05 -0.0092544 1.7139e-05 -0.000894476 -0.000756778 -0.000855176 0.000894642 0.000383634 0.00215397 0.00880861 0.00112167 0.000289783 0.000424003
internal_weight=11712 11683 70 11613 3330 3305 3277 40 8283 417 56 361 7866 6688
internal_count=11712 11683 70 11613 3330 3305 3277 40 8283 417 56 361 7866 6688

Tree=85
num_cat=0
split_feature=2 3 3 3 0 1 0 0 0 1 1 0 0 3 0 0 0 0 1 1 0 0 1 1 0 1 1 0 0 0
split_gain=0.29077 0.167236 0.123673 0.405292 0.234168 0.467396 0.212804 0.0824816 0.192318 0.449055 0.145133 0.0818076 0.077585 0.0841221 0.0655719 0.0641843 0.199389 0.0953246 0.0588822 0.0382767 0.0296071 0.040204 0.0286538 0.350499 0.027936 0.0227894 0.0205073 0.010548 0.0188303 0.00965536
threshold=1.5000000000000002 1.5000000000000002 4.5000000000000009 6.5000000000000009 0.92820000000000003 0.63685000000000014 0.64780000000000015 0.98350000000000015 0.69425000000000014 0.68405000000000016 0.33705000000000007 0.92820000000000003 0.70835000000000015 2.5000000000000004 0.65915000000000012 0.36350000000000005 0.39055000000000001 0.35165000000000007 0.78010000000000013 0.34415000000000007 0.65365000000000006 0.35435000000000005 0.66085000000000016 0.65925000000000011 0.70785000000000009 0.62855000000000005 0.67645000000000011 0.61415000000000008 0.6453000000000001 0.67295000000000005
left_child=1 7 4 6 12 25 -4 8 9 10 -1 -8 13 -3 20 17 -17 -5 -7 -9 21 -2 23 -21 -10 -6 -24 -23 -29 -16
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leaf_count=40 36 112 38 56 207 914 156 33 41 20 298 621 22 316 177 21 4474 26 1397 336 55 20 149 20 21 41 449 67 74 1475
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Tree=86
num_cat=0
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internal_value=1.39526e-11 -3.44445e-05 -0.00832516 1.55296e-05 -0.000861102 -0.000961165 -0.000801038 0.000787042 0.000325692 0.00540077 0.000289344 0.000327387 -0.00590362
internal_weight=11712 11683 70 11613 3035 3007 2963 40 8578 61 8517 8465 52
internal_count=11712 11683 70 11613 3035 3007 2963 40 8578 61 8517 8465 52

Tree=87
num_cat=0
split_feature=2 3 3 3 0 1 0 0 1 1 1 0 1 0 0 3 0 0 0 1 1 0 1 0 0 0 0 0 0 0
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leaf_count=26 36 42 20 21 248 914 173 622 94 254 21 22 279 954 62 976 1895 1685 369 1397 23 20 60 104 23 24 55 34 34 1225
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internal_weight=11712 9808 8401 5392 3009 2559 815 795 450 348 1407 48 1359 1295 341 4577 1916 2661 1904 2311 64 41 102 1868 471 393 78 1397 1293 1259
internal_count=11712 9808 8401 5392 3009 2559 815 795 450 348 1407 48 1359 1295 341 4577 1916 2661 1904 2311 64 41 102 1868 471 393 78 1397 1293 1259

Tree=88
num_cat=0
split_gain=0.454132 0.394376 0.625122 0.244175 0.276772 0.411109 0.220541 0.156852 0.141308 0.229919 0.159132 0.104243 0.0489011
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leaf_weight=28 29 30 20 29 44 2935 28 20 21 32 8055 421 20
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internal_value=-4.35489e-14 -3.1024e-05 -0.00751446 1.40842e-05 -0.000756805 -0.000848955 -0.000706469 0.000669509 0.000286834 0.00508272 0.000252485 0.000282548 -0.00596249
internal_weight=11712 11683 70 11613 3035 3007 2963 40 8578 61 8517 8476 41
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Tree=89
num_cat=0
split_feature=4 4 1 0 1 0 0 1 0 1 0 1 0 0 1
split_gain=0.367847 0.319444 0.506349 0.197782 0.249338 0.259824 0.592941 0.19156 0.181524 0.12705 0.11446 0.186235 0.130706 0.0948722 0.035206
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leaf_weight=28 29 30 20 29 22 34 1925 23 1003 20 29 32 150 8315 23
leaf_count=28 29 30 20 29 22 34 1925 23 1003 20 29 32 150 8315 23
internal_value=2.38799e-12 -2.79216e-05 -0.00676301 1.26757e-05 -0.000681124 -0.00133938 -0.00147609 0.000566928 0.000769451 0.000602558 0.000258151 0.00457445 0.000227237 0.000257941 -0.004771
internal_weight=11712 11683 70 11613 3035 1987 1959 1048 1025 40 8578 61 8517 8465 52
internal_count=11712 11683 70 11613 3035 1987 1959 1048 1025 40 8578 61 8517 8465 52

Tree=90
num_cat=0
split_feature=4 4 1 0 0 0 0 1 3 4 3 3 1 1 1
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left_child=1 3 -3 4 5 6 -1 -4 9 11 -11 -5 13 -10 -14
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leaf_weight=28 29 30 20 912 32 24 3246 20 34 95 316 6841 20 20 45
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internal_weight=11712 11683 70 11613 3330 3298 3274 40 8283 8164 411 7753 119 54 65
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Tree=91
num_cat=0
split_feature=4 2 4 0 0 0 0 3 0 3 0 0 0 4 0 4 0 3 0 0
split_gain=0.241344 0.31382 0.067932 0.326534 0.14048 0.105032 0.0631418 0.136887 0.200491 0.149222 0.130802 0.568309 0.105174 0.0897547 0.0827833 1.70132 0.249528 0.211483 0.136539 0.052407
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right_child=-2 2 -4 -5 19 -7 7 10 9 -11 13 -13 -14 -15 15 -17 -18 18 -20 -21
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leaf_weight=20 29 36 54 1178 137 21 272 250 5629 515 1631 182 157 48 21 30 944 50 39 469
leaf_count=20 29 36 54 1178 137 21 272 250 5629 515 1631 182 157 48 21 30 944 50 39 469
internal_value=3.08941e-12 -2.26165e-05 -0.00120051 -0.00130305 -0.00307827 -0.00782452 0.000205429 0.000295988 7.0988e-05 -7.49499e-05 0.00099657 -0.000555267 0.00216106 0.00139585 -0.000506911 -0.000793519 -6.44332e-05 0.00210938 0.00419744 -0.00263185
internal_weight=11712 11683 1895 1841 663 57 9788 8684 6573 6144 2111 432 429 1679 1104 995 965 109 89 606
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Tree=92
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_count=11712 9808 8401 8308 8269 5269 3000 93 1407 1383 1326 1291 1904 57 1868 1848 196 1652 177 1475 141 55 51

Tree=93
num_leaves=11
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decision_type=2 2 2 2 2 2 2 2 2 2
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leaf_weight=28 44 28 20 50 48 7620 23 1326 2497 28
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internal_value=1.43552e-12 -1.67163e-05 1.47647e-05 -8.34429e-06 0.000891618 -0.00013146 -0.00443498 0.000743572 -0.000100407 0.00479502
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Tree=94
num_cat=0
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Tree=95
num_cat=0
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internal_value=1.85519e-12 -1.83715e-05 -0.00551791 1.47782e-05 0.000547971 -0.000159397 0.00139971 0.00417351 -0.000218781 -1.06473e-05 -0.00956749 0.000553575 0.000662547 0.000420894 0.00116674 -0.000254824 -0.000423941
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Tree=96
num_leaves=10
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decision_type=2 2 2 2 2 2 2 2 2
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right_child=-2 2 7 4 5 6 -8 -9 -10
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leaf_weight=28 29 30 20 44 28 1251 10234 20 28
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internal_value=-4.36231e-12 -1.65344e-05 -0.00496612 1.33004e-05 -2.46389e-06 2.53657e-05 3.21389e-06 0.000493174 0.00456847
internal_weight=11712 11683 70 11613 11585 11541 11485 40 56
internal_count=11712 11683 70 11613 11585 11541 11485 40 56

Tree=97
num_cat=0
split_gain=0.104484 0.139743 0.225317 0.0967197 0.190627 0.0940784 0.0992165 0.0577284 0.00584451
threshold=3.5000000000000004 1.5000000000000002 0.33570000000000005 0.34285000000000004 0.34855000000000008 0.35675000000000007 0.8277000000000001 0.67425000000000013 0.35165000000000007
leaf_value=0.0058821889621737816 0.005994963857891231 -0.011020661344130836 0.0042428156081587079 -0.0065718344730240387 0.0030900212362342115 -0.00046983374093793905 0.00018563661518124157 -0.0033551025018095969 0.0051332163707619276
leaf_weight=28 29 30 20 44 28 3202 8283 20 28
leaf_count=28 29 30 20 44 28 3202 8283 20 28
internal_value=3.91637e-12 -1.48809e-05 -0.00446951 1.19703e-05 -2.21749e-06 2.28291e-05 2.89251e-06 0.000443857 0.00411162

Tree=98
num_cat=0
split_feature=4 2 4 1 1 1 0 1 0 0 0 4 0 1
split_gain=0.0846317 0.142299 0.0506749 0.878277 0.0480086 0.0875922 0.24551 0.20663 0.0452984 0.0348765 0.0295089 0.0392956 0.129664 0.0186221
threshold=3.5000000000000004 1.5000000000000002 1.5000000000000002 0.61350000000000005 0.70985000000000009 0.33570000000000005 0.69795000000000007 0.34045000000000009 0.71895000000000009 0.35435000000000005 0.61415000000000008 1.0000000180025095e-35 0.98350000000000015 0.72460000000000013
left_child=1 2 4 -4 5 6 -1 -7 -6 -3 -11 12 -12 -10
right_child=-2 9 3 -5 8 7 -8 -9 13 10 11 -13 -14 -15
leaf_value=-0.00053999459980006912 0.0053954674123690045 -0.0038893945356701606 0.01634460565875526 -0.0081451689417008314 0.004888556875369471 -0.0042729003214257624 0.0013938881415671029 -0.00017786577491918314 -0.0013565357022902423 0.0030735740438103676 -0.0018927923366881525 -0.0034982391418172764 -9.6325913909822708e-05 0.00046954514197569436
leaf_weight=1303 29 36 27 32 23 127 1323 4139 57 20 610 52 1177 2757
leaf_count=1303 29 36 27 32 23 127 1323 4139 57 20 610 52 1177 2757
internal_value=-7.52657e-12 -1.33928e-05 0.000140168 0.00306202 0.000122449 -2.00731e-05 0.000434311 -0.000299776 0.000468682 -0.000806562 -0.000746862 -0.000788411 -0.000709557 0.000432556
internal_weight=11712 11683 9788 59 9729 6892 2626 4266 2837 1895 1859 1839 1787 2814
internal_count=11712 11683 9788 59 9729 6892 2626 4266 2837 1895 1859 1839 1787 2814

Tree=99
num_cat=0
split_feature=3 4 4 1 3 3 4 2 1 4 1 1 2 1 3 1 1 1 1 1 3
split_gain=0.0952048 2.6022 0.191043 0.186101 0.450864 0.607855 0.2448 0.217807 0.185772 0.117735 0.276719 0.58148 0.109178 0.0820079 0.0815591 0.062226 0.0178665 0.0173267 0.0301227 0.0147705 0.0092414
threshold=1.5000000000000002 2.5000000000000004 1.0000000180025095e-35 0.32305 6.5000000000000009 3.5000000000000004 1.5000000000000002 1.5000000000000002 0.6714500000000001 1.0000000180025095e-35 0.66055000000000008 0.78010000000000013 1.5000000000000002 0.62990000000000013 9.5000000000000018 0.72460000000000013 0.64215000000000011 0.33570000000000005 0.34045000000000009 0.34375000000000006 1.0000000180025095e-35
left_child=9 2 12 6 5 -5 7 -4 -6 17 13 -12 14 -11 15 -2 -16 -1 -19 -20 -21
right_child=1 -3 3 4 8 -7 -8 -9 -10 10 11 -13 -14 -15 16 -17 -18 18 19 20 -22
leaf_value=0.0027107832102462584 -0.00017138191738931834 -0.027724678825367902 0.0031811476840327181 0.00090242234924644757 -0.0098229841757062324 0.01396481312365116 -0.0037354562917481303 0.012980592320131702 -0.0014453885766367118 0.0019997842162847519 0.017598915249982385 -0.0027555554062128067 -0.00080139394052187128 -0.0065913247084245091 0.0038933210260303761 0.00044669823858128996 0.0015507867255975015 -0.0024810309970395312 0.0029421097226440909 0.00088277627696927569 0.00029391277815310636
leaf_weight=35 5524 34 48 171 37 45 23 43 93 25 32 25 1841 20 54 2310 82 34 25 396 815
leaf_count=35 5524 34 48 171 37 45 23 43 93 25 32 25 1841 20 54 2310 82 34 25 396 815
internal_value=1.13935e-13 -0.000105351 -1.39226e-05 0.00197784 0.000823293 0.00362375 0.00548197 0.00781165 -0.00382978 0.000771598 0.00404357 0.00867152 -0.000107308 -0.00181849 5.30192e-05 1.08705e-05 0.00248091 0.000515857 0.000455367 0.000536142 0.000486473
internal_weight=11712 10305 10271 460 346 216 114 91 130 1407 102 57 9811 45 7970 7834 136 1305 1270 1236 1211
internal_count=11712 10305 10271 460 346 216 114 91 130 1407 102 57 9811 45 7970 7834 136 1305 1270 1236 1211

end of trees

feature_importances:
airline_sentiment_confidence=1022
negativereason_confidence=511
retweet_count=461
negativereason_numeric=382
sentiment_numeric=92

parameters:
[boosting: gbdt]
[objective: regression]
[metric: l2]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 4]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 6]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.8]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.8]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]