tree.txt

tree
version=v3
num_class=3
num_tree_per_iteration=3
label_index=0
max_feature_idx=10
objective=multiclass num_class:3
feature_names=Total_Trans_Amt Total_Ct_Chng_Q4_Q1 Total_Trans_Ct Total_Revolving_Bal Total_Amt_Chng_Q4_Q1 Total_Relationship_Count Credit_Limit Months_Inactive_12_mon Contacts_Count_12_mon Avg_Utilization_Ratio Months_on_book
feature_infos=[569:17744] [0:3.714] [10:138] [0:2517] [0:2.3679999999999999] [1:6] [1438.3:34516] [0:6] [0:6] [0:0.999] [13:56]
tree_sizes=3313 3254 239 3341 3319 221 3340 3320 221 3364 3347 222 3349 3331 222 3356 3334 222 3363 3345 222 3362 3350 222 3348 3336 222 3365 3353 222 3371 3361 222 3354 3346 222 3372 3362 222 3364 3354 222 3366 3356 222 3371 3357 222 3368 3362 222 3381 3371 222 3371 3369 222 3375 3361 222 3368 3350 222 3372 3362 222 3364 3352 222 3378 3366 222 3370 3362 222 3357 3355 222 3372 3366 222 3360 3358 222 3379 3375 222 3373 3363 222 3365 3361 222 3376 3374 222 3383 3371 222 3368 3367 223 3368 3364 223 3380 3374 223 3373 3361 223 3389 3385 223 3380 3368 223 3381 3375 223 3382 3374 223 3371 3363 223 3390 3382 223 3373 3371 223 3381 3383 223 3390 3394 223 3364 3362 223 3392 3390 223 3395 3393 223 3391 3393 223 3382 3380 223 3385 3381 223 3394 3386 223 3383 3381 223 3380 3380 223 3400 3396 223 3391 3385 223 3393 3393 223 3395 3391 223 3401 3401 223 3386 3380 223 3390 3386 223 3378 3372 223 3381 3383 223 3393 3395 223 3399 3397 223 3395 3393 223 3406 3402 223 3385 3387 223 3384 3380 223 3403 3401 223 3396 3400 223 3404 3404 223 3400 3394 223 3380 3388 223 3380 3382 223 3392 3388 223 3381 3373 223 3398 3398 223 3410 3410 223 3412 3404 223 3405 3407 223 3396 3396 223 3394 3388 223 3406 3404 223 3395 3391 223 3392 3386 223 3422 3426 223 3404 3398 223 3420 3422 223 3429 3427 223 3404 3408 223 3404 3410 223 3403 3395 223 3434 3428 223 3425 3413 223 3431 3425 223 3420 3426 223 3410 3414 223 3429 3433 223

Tree=0
num_leaves=31
num_cat=0
split_feature=2 3 5 0 1 0 2 5 1 0 1 10 3 0 7 0 2 5 1 2 4 1 9 1 0 4 0 2 0 0
split_gain=688.964 718.945 218.824 104.799 85.3281 82.0603 372.704 63.7917 61.7354 49.5002 38.0337 37.6313 35.8986 35.7414 34.7052 28.3885 25.0715 41.5555 20.5948 20.3266 17.1652 16.9967 15.8857 15.1418 14.1542 13.1154 18.7197 13.0444 12.7522 23.2406
threshold=54.500000000000007 642.50000000000011 2.5000000000000004 2099.5000000000005 0.63100000000000012 5400.5000000000009 78.500000000000014 2.5000000000000004 0.63100000000000012 998.00000000000011 0.8175 26.500000000000004 817.50000000000011 1960.5000000000002 1.5000000000000002 7983.0000000000009 60.500000000000007 2.5000000000000004 0.92400000000000015 47.500000000000007 0.9085000000000002 0.88650000000000018 0.27550000000000008 0.7985000000000001 1997.5000000000002 0.51050000000000006 1564.5000000000002 46.500000000000007 1682.5000000000002 1067.5000000000002
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=1 4 10 9 14 16 12 -6 11 -4 -3 -5 -7 -9 24 -14 17 -2 -8 -13 21 22 -10 -15 -1 26 -11 -24 29 -16
right_child=5 2 3 8 7 6 18 13 20 25 -12 19 15 23 28 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.2151844835717841 -0.30012904825402559 -0.35294029761075629 -0.29187729054203643 -0.16259975305420604 -0.37188346314088794 -0.37708364264673355 -0.14117295153739923 -0.17176837273419401 -0.16885108465419785 -0.14688211931708378 -0.19698207685416091 -0.33736258914958644 -0.21936716426434433 -0.32912171048533889 -0.38264662537391725 -0.35789135223794977 -0.13688404806333068 -0.15703762643393632 -0.22974640894588264 -0.22899320590929134 -0.14404158309953158 -0.13509389401424213 -0.34728194946539231 -0.22704205137640718 -0.33313607910198229 -0.14108790688009382 -0.22437520696363317 -0.22173734999012842 -0.36377163705910337 -0.27655259764834222
leaf_weight=6.8672235608100873 5.4533834159374228 20.197716355323795 6.0593149065971366 5.4533834159374264 9.2909495234489423 17.975967556238174 148.04926088452339 16.360150247812275 4.4434975981712368 21.207602173089981 4.8474519252777091 16.562127411365513 9.4929266870021802 7.4731550514698011 8.6850180327892321 6.0593149065971366 586.54168295860291 72.913756042718887 6.8672235608100882 5.8573377430438986 16.764104574918747 4.8474519252777091 4.2415204346179944 7.069200724363327 4.0395432710647583 166.83313709497452 12.320606976747511 4.0395432710647583 68.874212771654129 12.724561303853987
leaf_count=34 27 100 30 27 46 89 733 81 22 105 24 82 47 37 43 30 2904 361 34 29 83 24 21 35 20 826 61 20 341 63
internal_value=-0.174794 -0.226001 -0.181404 -0.168225 -0.318637 -0.148687 -0.177812 -0.257004 -0.225113 -0.151081 -0.322755 -0.280397 -0.32896 -0.222465 -0.343117 -0.273338 -0.140433 -0.166995 -0.145099 -0.30905 -0.180236 -0.214766 -0.245117 -0.2795 -0.25887 -0.146823 -0.175358 -0.286041 -0.353295 -0.319591
internal_weight=0 435.059 293.675 268.63 141.384 853.354 188.445 40.1935 62.209 206.421 25.0452 27.8728 33.5282 30.9025 101.191 15.5522 664.909 78.3671 154.916 22.4195 34.3361 17.572 12.7246 14.5424 10.9068 200.361 33.5282 8.28106 90.2838 21.4096
internal_count=6379 2154 1454 1330 700 4225 933 199 308 1022 124 138 166 153 501 77 3292 388 767 111 170 87 63 72 54 992 166 41 447 106
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=2 3 5 0 1 0 2 5 1 0 1 10 3 0 7 0 2 5 1 2 4 1 9 1 0 4 0 2 0 0
split_gain=688.964 718.945 218.824 104.799 85.3281 82.0603 372.704 63.7917 61.7354 49.5002 38.0337 37.6313 35.8986 35.7414 34.7052 28.3885 25.0715 41.5555 20.5948 20.3266 17.1652 16.9967 15.8857 15.1418 14.1542 13.1154 18.7197 13.0444 12.7522 23.2406
threshold=54.500000000000007 642.50000000000011 2.5000000000000004 2099.5000000000005 0.63100000000000012 5400.5000000000009 78.500000000000014 2.5000000000000004 0.63100000000000012 998.00000000000011 0.8175 26.500000000000004 817.50000000000011 1960.5000000000002 1.5000000000000002 7983.0000000000009 60.500000000000007 2.5000000000000004 0.92400000000000015 47.500000000000007 0.9085000000000002 0.88650000000000018 0.27550000000000008 0.7985000000000001 1997.5000000000002 0.51050000000000006 1564.5000000000002 46.500000000000007 1682.5000000000002 1067.5000000000002
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=1 4 10 9 14 16 12 -6 11 -4 -3 -5 -7 -9 24 -14 17 -2 -8 -13 21 22 -10 -15 -1 26 -11 -24 29 -16
right_child=5 2 3 8 7 6 18 13 20 25 -12 19 15 23 28 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.7898812921494369 -1.7049367274671954 -1.6521254781104648 -1.7131884851791845 -1.8424660226670149 -1.6331823125803331 -1.6279821330744875 -1.8638928241838217 -1.833297402987027 -1.8362146910670232 -1.8581836564041372 -1.8080836988670601 -1.6677031865716345 -1.7856986114568767 -1.6759440652358821 -1.6224191503473038 -1.6471744234832713 -1.8681817276578903 -1.8480281492872848 -1.7753193667753384 -1.7760725698119297 -1.8610241926216895 -1.8699718817069788 -1.6577838262558287 -1.7780237243448138 -1.6719296966192387 -1.8639778688411273 -1.7806905687575878 -1.7833284257310926 -1.6412941386621176 -1.7285131780728789
leaf_weight=6.8672235608100873 5.4533834159374228 20.197716355323795 6.0593149065971366 5.4533834159374264 9.2909495234489423 17.975967556238174 148.04926088452339 16.360150247812275 4.4434975981712368 21.207602173089981 4.8474519252777091 16.562127411365513 9.4929266870021802 7.4731550514698011 8.6850180327892321 6.0593149065971366 586.54168295860291 72.913756042718887 6.8672235608100882 5.8573377430438986 16.764104574918747 4.8474519252777091 4.2415204346179944 7.069200724363327 4.0395432710647583 166.83313709497452 12.320606976747511 4.0395432710647583 68.874212771654129 12.724561303853987
leaf_count=34 27 100 30 27 46 89 733 81 22 105 24 82 47 37 43 30 2904 361 34 29 83 24 21 35 20 826 61 20 341 63
internal_value=-1.83027 -1.77906 -1.82366 -1.83684 -1.68643 -1.85638 -1.82725 -1.74806 -1.77995 -1.85399 -1.68231 -1.72467 -1.67611 -1.7826 -1.66195 -1.73173 -1.86463 -1.83807 -1.85997 -1.69602 -1.82483 -1.7903 -1.75995 -1.72557 -1.7462 -1.85824 -1.82971 -1.71903 -1.65177 -1.68548
internal_weight=0 435.059 293.675 268.63 141.384 853.354 188.445 40.1935 62.209 206.421 25.0452 27.8728 33.5282 30.9025 101.191 15.5522 664.909 78.3671 154.916 22.4195 34.3361 17.572 12.7246 14.5424 10.9068 200.361 33.5282 8.28106 90.2838 21.4096
internal_count=6379 2154 1454 1330 700 4225 933 199 308 1022 124 138 166 153 501 77 3292 388 767 111 170 87 63 72 54 992 166 41 447 106
is_linear=0
shrinkage=1


Tree=2
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=-34.538776391283193
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=3
num_leaves=31
num_cat=0
split_feature=2 3 5 0 2 0 1 1 5 0 7 0 3 0 1 4 0 2 1 7 4 0 10 1 0 2 2 0 3 0
split_gain=575.829 479.079 177.121 82.479 257.36 69.1735 58.5236 55.7649 41.9362 39.3956 30.4901 27.9014 27.2042 25.3664 24.084 19.9545 19.7231 17.9989 16.7226 16.316 12.5128 15.4882 12.1853 11.1187 10.3915 10.3871 9.53338 17.9061 9.47792 8.90865
threshold=57.500000000000007 609.50000000000011 2.5000000000000004 5230.0000000000009 78.500000000000014 2099.5000000000005 0.65450000000000019 0.59800000000000009 2.5000000000000004 998.00000000000011 1.5000000000000002 1792.5000000000002 817.50000000000011 2961.0000000000005 0.8175 0.92050000000000021 8098.5000000000009 48.500000000000007 0.92400000000000015 1.5000000000000002 0.51050000000000006 1605.5000000000002 24.500000000000004 0.46250000000000008 1211.5000000000002 70.500000000000014 85.500000000000014 8214.0000000000018 2515.5000000000005 2030.5000000000002
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=1 7 14 -2 12 9 10 19 -9 -4 -7 24 -5 15 -3 29 25 -12 26 -1 21 -11 -21 -23 -10 -14 27 -6 -8 -13
right_child=3 2 5 4 18 6 28 8 11 20 17 13 16 -15 -16 -17 -18 -19 -20 22 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.070173762546252683 0.036454147261194274 -0.13434079509308336 -0.093392281217071105 -0.14603830030933415 0.025968047485718376 0.03143141346040048 0.01698305722673062 -0.14275248251427217 -0.058094771545261339 0.024073391411597519 -0.11690636886963433 -0.061994795162912668 -0.083815745649398116 0.0078278283797012741 -0.017283644286900029 -0.0077803979231008784 -0.13324781034515273 -0.038917018055719399 -0.04128243202706372 -0.068584491495687128 0.032632549817357567 -0.11026794460774295 -0.13799150465174165 -0.010444606000407813 0.035392112799310906 0.0074584428329363475 0.03810282646129861 -0.09035264197998305 -0.050162284646695421 -0.13679044519903416
leaf_weight=11.248946085572241 587.76017746329308 27.444208264350891 7.0489320158958426 23.030139103531837 15.02684608101845 5.801830291748046 39.698094472289085 14.832953751087187 4.0829355567693701 22.762164667248726 23.622097864747047 5.3659601509571138 5.245489254593851 7.6789465844631186 5.2317914366722098 5.1770511567592612 7.1118324995040885 10.771403595805166 7.9622620791196814 6.7580395042896262 165.05342504382133 4.3151617050170881 98.385297626256943 7.8899092227220535 10.929060295224188 7.6817522197961807 126.87737241387367 4.2425625026226035 6.0575369894504538 15.425165608525274
leaf_count=50 3058 109 30 89 78 28 199 58 20 116 98 25 25 36 25 24 28 52 37 27 855 20 391 37 53 37 658 22 28 66
internal_value=0 -0.0413539 -0.00518225 0.0270666 -0.000916445 0.00713076 -0.0305764 -0.106846 -0.0691532 0.0227823 -0.0745958 -0.0467177 -0.108971 -0.0720075 -0.115599 -0.0956154 -0.0663702 -0.0924816 0.0292817 -0.127407 0.0268765 -0.000293661 -0.13353 -0.0457376 0.00996572 -0.0295779 0.0331261 0.00035762 0.00809376 -0.117487
internal_weight=0 505.581 325.697 784.938 197.178 293.021 85.951 179.884 63.4921 207.07 40.1953 48.6591 43.0692 33.6471 32.676 25.9682 20.0391 34.3935 154.109 116.392 200.021 34.9672 105.143 12.2051 15.012 12.9272 146.147 19.2694 45.7556 20.7911
internal_count=6379 2347 1597 4032 974 1463 405 750 282 1058 178 224 179 151 134 115 90 150 795 468 1028 173 418 57 73 62 758 100 227 91
is_linear=0
shrinkage=0.05


Tree=4
num_leaves=31
num_cat=0
split_feature=2 3 5 0 2 0 1 1 5 0 7 0 3 0 1 4 0 2 1 7 4 0 10 1 0 2 2 0 3 0
split_gain=575.829 479.079 177.121 82.479 257.36 69.1735 58.5236 55.7649 41.9362 39.3956 30.4901 27.9014 27.2042 25.3664 24.084 19.9545 19.7231 17.9989 16.7226 16.316 12.5128 15.4882 12.1853 11.1187 10.3915 10.3871 9.53338 17.9061 9.47792 8.90865
threshold=57.500000000000007 609.50000000000011 2.5000000000000004 5230.0000000000009 78.500000000000014 2099.5000000000005 0.65450000000000019 0.59800000000000009 2.5000000000000004 998.00000000000011 1.5000000000000002 1792.5000000000002 817.50000000000011 2961.0000000000005 0.8175 0.92050000000000021 8098.5000000000009 48.500000000000007 0.92400000000000015 1.5000000000000002 0.51050000000000006 1605.5000000000002 24.500000000000004 0.46250000000000008 1211.5000000000002 70.500000000000014 85.500000000000014 8214.0000000000018 2515.5000000000005 2030.5000000000002
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=1 7 14 -2 12 9 10 19 -9 -4 -7 24 -5 15 -3 29 25 -12 26 -1 21 -11 -21 -23 -10 -14 27 -6 -8 -13
right_child=3 2 5 4 18 6 28 8 11 20 17 13 16 -15 -16 -17 -18 -19 -20 22 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.070173762546252683 -0.036454147261194274 0.13434079509308336 0.093392281217071105 0.14603830030933415 -0.025968047485718376 -0.03143141346040048 -0.01698305722673062 0.14275248251427217 0.058094771545261339 -0.024073391411597519 0.11690636886963433 0.061994795162912668 0.083815745649398116 -0.0078278283797012741 0.017283644286900029 0.0077803979231008784 0.13324781034515273 0.038917018055719399 0.04128243202706372 0.068584491495687128 -0.032632549817357567 0.11026794460774295 0.13799150465174165 0.010444606000407813 -0.035392112799310906 -0.0074584428329363475 -0.03810282646129861 0.09035264197998305 0.050162284646695421 0.13679044519903416
leaf_weight=11.248946085572241 587.76017746329308 27.444208264350891 7.0489320158958426 23.030139103531837 15.02684608101845 5.801830291748046 39.698094472289085 14.832953751087187 4.0829355567693701 22.762164667248726 23.622097864747047 5.3659601509571138 5.245489254593851 7.6789465844631186 5.2317914366722098 5.1770511567592612 7.1118324995040885 10.771403595805166 7.9622620791196814 6.7580395042896262 165.05342504382133 4.3151617050170881 98.385297626256943 7.8899092227220535 10.929060295224188 7.6817522197961807 126.87737241387367 4.2425625026226035 6.0575369894504538 15.425165608525274
leaf_count=50 3058 109 30 89 78 28 199 58 20 116 98 25 25 36 25 24 28 52 37 27 855 20 391 37 53 37 658 22 28 66
internal_value=0 0.0413539 0.00518225 -0.0270666 0.000916445 -0.00713076 0.0305764 0.106846 0.0691532 -0.0227823 0.0745958 0.0467177 0.108971 0.0720075 0.115599 0.0956154 0.0663702 0.0924816 -0.0292817 0.127407 -0.0268765 0.000293661 0.13353 0.0457376 -0.00996572 0.0295779 -0.0331261 -0.00035762 -0.00809376 0.117487
internal_weight=0 505.581 325.697 784.938 197.178 293.021 85.951 179.884 63.4921 207.07 40.1953 48.6591 43.0692 33.6471 32.676 25.9682 20.0391 34.3935 154.109 116.392 200.021 34.9672 105.143 12.2051 15.012 12.9272 146.147 19.2694 45.7556 20.7911
internal_count=6379 2347 1597 4032 974 1463 405 750 282 1058 178 224 179 151 134 115 90 150 795 468 1028 173 418 57 73 62 758 100 227 91
is_linear=0
shrinkage=0.05


Tree=5
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=6
num_leaves=31
num_cat=0
split_feature=2 3 5 0 2 0 1 5 6 0 0 3 2 1 4 3 0 2 1 0 0 1 1 0 4 0 2 3 1 4
split_gain=493.918 350.051 134.713 77.6458 207.684 59.7528 47.0916 38.8407 34.8156 34.4033 33.7827 23.5259 21.5986 19.5869 18.2668 16.3966 17.1698 19.5826 15.5994 14.9821 14.2576 12.9439 12.2579 11.723 10.9003 11.4893 7.72242 11.1271 8.96774 7.62669
threshold=57.500000000000007 642.50000000000011 2.5000000000000004 5230.0000000000009 81.500000000000014 2012.0000000000002 0.68350000000000011 3.5000000000000004 3220.5000000000005 2012.0000000000002 998.00000000000011 2390.5000000000005 45.500000000000007 0.76650000000000007 0.64450000000000018 628.50000000000011 8426.5000000000018 68.500000000000014 0.8175 1717.5000000000002 1235.5000000000002 0.86450000000000016 0.93150000000000011 2279.5000000000005 0.51050000000000006 1564.5000000000002 63.500000000000007 546.50000000000011 0.71300000000000008 1.0405000000000002
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=1 7 18 26 8 10 11 21 -5 14 -4 12 23 -11 19 -10 17 -17 -3 -9 -16 -1 -6 -7 25 -12 27 28 -2 -8
right_child=3 2 5 4 22 6 29 9 15 13 24 -13 -14 -15 20 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.11330348266777263 -0.050936609255528911 -0.10812130747746336 -0.077886193683497862 0.031945221791301957 0.035152340876139332 -0.031751715497054293 -0.0029785411480481314 -0.015678419468622706 -0.1219347308967248 -0.10327113990496149 0.026402483647259598 -0.12918619846013243 -0.0049993576046160476 -0.019601635196991249 -0.0675783688498649 -0.11098400652391788 -0.13371498287512548 0.002922427067242119 -0.015754847300417773 -0.10063899095139928 0.030546076065613582 -0.049726586476547083 -0.034578552202919041 -0.10649938787932481 0.033837349641025395 -0.033541076569342784 0.038297208331958488 0.031696696815027209 0.019173762372640714 0.039192938287096066
leaf_weight=100.77343595027924 8.3400232046842593 31.313595294952393 7.8565245866775504 5.9867185056209555 133.51167720556259 8.8098695725202578 30.3594980686903 9.5269607156515139 27.142024576663971 45.927969709038734 19.733451381325722 9.3141697943210584 20.784996002912521 8.2513983249664289 4.9784346520900753 5.8458236753940644 6.4438531547784796 10.642600730061529 5.352429285645484 11.395606353878973 14.438145488500593 8.6967437416315061 6.6146564930677405 12.96477736532688 147.7615008354187 13.436652541160582 478.04844251275063 61.767268225550652 10.065693676471708 16.5739815980196
leaf_count=354 45 108 30 29 727 38 151 40 93 163 105 38 96 37 20 23 23 50 25 42 66 37 29 48 802 60 2626 333 54 87
internal_value=0 -0.0366626 -0.00437982 0.0263793 -0.000678515 0.00712733 -0.0243756 -0.0879795 -0.0820113 -0.0644994 0.0236152 -0.0572089 -0.0414567 -0.0905285 -0.0295399 -0.0956356 -0.0645087 -0.0374621 -0.0946378 -0.0619527 0.00538685 -0.108253 0.0318607 -0.076257 0.0280227 0.00212035 0.0358888 0.0215285 -0.0125947 0.0119138
internal_weight=0 528.25 324.261 754.409 196.187 287.595 98.8073 203.989 56.061 94.5185 188.788 51.8738 42.5596 54.1794 40.3391 50.0743 22.9323 16.4884 36.666 20.9226 19.4166 109.47 140.126 21.7746 180.932 33.1701 558.221 80.173 18.4057 46.9335
internal_count=6379 2347 1588 4032 974 1455 458 759 218 368 997 220 182 200 168 189 96 73 133 82 86 391 756 86 967 165 3058 432 99 238
is_linear=0
shrinkage=0.05


Tree=7
num_leaves=31
num_cat=0
split_feature=2 3 5 0 2 0 1 5 6 0 0 3 2 1 4 3 0 2 1 0 0 1 1 0 4 0 2 3 1 4
split_gain=493.918 350.051 134.713 77.6458 207.684 59.7528 47.0916 38.8407 34.8156 34.4033 33.7827 23.5259 21.5986 19.5869 18.2668 16.3966 17.1698 19.5826 15.5994 14.9821 14.2576 12.9439 12.2579 11.723 10.9003 11.4893 7.72242 11.1271 8.96774 7.62669
threshold=57.500000000000007 642.50000000000011 2.5000000000000004 5230.0000000000009 81.500000000000014 2012.0000000000002 0.68350000000000011 3.5000000000000004 3220.5000000000005 2012.0000000000002 998.00000000000011 2390.5000000000005 45.500000000000007 0.76650000000000007 0.64450000000000018 628.50000000000011 8426.5000000000018 68.500000000000014 0.8175 1717.5000000000002 1235.5000000000002 0.86450000000000016 0.93150000000000011 2279.5000000000005 0.51050000000000006 1564.5000000000002 63.500000000000007 546.50000000000011 0.71300000000000008 1.0405000000000002
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=1 7 18 26 8 10 11 21 -5 14 -4 12 23 -11 19 -10 17 -17 -3 -9 -16 -1 -6 -7 25 -12 27 28 -2 -8
right_child=3 2 5 4 22 6 29 9 15 13 24 -13 -14 -15 20 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.11330348266777263 0.050936609255528911 0.10812130747746336 0.077886193683497862 -0.031945221791301957 -0.035152340876139332 0.031751715497054293 0.0029785411480481314 0.015678419468622706 0.1219347308967248 0.10327113990496149 -0.026402483647259598 0.12918619846013243 0.0049993576046160476 0.019601635196991249 0.0675783688498649 0.11098400652391788 0.13371498287512548 -0.002922427067242119 0.015754847300417773 0.10063899095139928 -0.030546076065613582 0.049726586476547083 0.034578552202919041 0.10649938787932481 -0.033837349641025395 0.033541076569342784 -0.038297208331958488 -0.031696696815027209 -0.019173762372640714 -0.039192938287096066
leaf_weight=100.77343595027924 8.3400232046842593 31.313595294952393 7.8565245866775504 5.9867185056209555 133.51167720556259 8.8098695725202578 30.3594980686903 9.5269607156515139 27.142024576663971 45.927969709038734 19.733451381325722 9.3141697943210584 20.784996002912521 8.2513983249664289 4.9784346520900753 5.8458236753940644 6.4438531547784796 10.642600730061529 5.352429285645484 11.395606353878973 14.438145488500593 8.6967437416315061 6.6146564930677405 12.96477736532688 147.7615008354187 13.436652541160582 478.04844251275063 61.767268225550652 10.065693676471708 16.5739815980196
leaf_count=354 45 108 30 29 727 38 151 40 93 163 105 38 96 37 20 23 23 50 25 42 66 37 29 48 802 60 2626 333 54 87
internal_value=0 0.0366626 0.00437982 -0.0263793 0.000678515 -0.00712733 0.0243756 0.0879795 0.0820113 0.0644994 -0.0236152 0.0572089 0.0414567 0.0905285 0.0295399 0.0956356 0.0645087 0.0374621 0.0946378 0.0619527 -0.00538685 0.108253 -0.0318607 0.076257 -0.0280227 -0.00212035 -0.0358888 -0.0215285 0.0125947 -0.0119138
internal_weight=0 528.25 324.261 754.409 196.187 287.595 98.8073 203.989 56.061 94.5185 188.788 51.8738 42.5596 54.1794 40.3391 50.0743 22.9323 16.4884 36.666 20.9226 19.4166 109.47 140.126 21.7746 180.932 33.1701 558.221 80.173 18.4057 46.9335
internal_count=6379 2347 1588 4032 974 1455 458 759 218 368 997 220 182 200 168 189 96 73 133 82 86 391 756 86 967 165 3058 432 99 238
is_linear=0
shrinkage=0.05


Tree=8
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=9
num_leaves=31
num_cat=0
split_feature=2 3 5 0 2 0 0 4 6 2 5 0 0 2 5 1 1 4 3 1 7 1 3 10 4 2 0 3 3 3
split_gain=430.147 271.248 96.0947 69.8749 179.171 60.9713 34.7578 32.5601 26.9379 25.6419 22.8898 30.9938 24.4379 17.837 28.1708 13.6132 11.7095 11.3807 12.5448 11.2203 10.7042 10.0903 8.12416 7.95554 7.38377 6.81088 6.77793 6.15964 5.92025 6.98851
threshold=55.500000000000007 672.50000000000011 2.5000000000000004 5230.0000000000009 81.500000000000014 2099.5000000000005 921.00000000000011 1.0515000000000001 3220.5000000000005 46.500000000000007 3.5000000000000004 1717.5000000000002 1067.5000000000002 63.500000000000007 2.5000000000000004 0.7985000000000001 0.41800000000000004 0.84050000000000014 799.50000000000011 0.93150000000000011 2.5000000000000004 0.71300000000000008 2515.5000000000005 24.500000000000004 0.43250000000000005 71.500000000000014 1235.5000000000002 749.50000000000011 2502.0000000000005 546.50000000000011
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=1 10 21 13 8 6 -4 9 -5 20 -1 12 -12 14 27 23 24 18 -10 -6 -7 -3 -11 -13 -8 -20 -26 -2 29 -16
right_child=3 2 5 4 19 7 16 -9 17 22 11 15 -14 -15 28 -17 -18 -19 25 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.092976746262664389 -0.10439230934607238 -0.094424153545980605 -0.11963148108393351 0.031159400011746233 0.034579647000878962 -0.039558094752817338 -0.051509642249443099 0.036079694002149006 -0.093645310219435965 0.00070451861616805376 -0.10237139504300018 -0.033311000121048123 0.018708792495424672 0.037862716288226253 0.0025721411922771838 -0.01471764620337244 0.03019766550273479 -0.10350664894552793 -0.061774577201063489 -0.030881621539166012 -0.097544323196721239 -0.033700155117554871 -0.074180784139115538 -0.089924949990852321 -0.050970604166326455 0.010798592794505187 0.022172066581891879 -0.024271580558992877 -0.037033247211777399 0.033747844208275035
leaf_weight=116.6339607834816 5.0621392577886564 28.068812340497971 4.2605307698249808 5.7370752692222586 126.89971996843815 12.587655514478682 6.5109984129667309 14.409956499934195 12.602302923798563 22.85869520902634 5.4444516748189953 6.9598919451236716 17.765530705451965 452.17546769976616 24.194623202085495 8.0258870720863325 155.66098539531231 30.037364289164543 6.1449954658746702 6.9020357131957999 21.642383173108101 9.0457391738891584 4.3036978989839545 57.234030827879906 3.8502763360738781 6.8218969255685806 17.857063859701157 4.5595681667327881 3.9128164350986472 69.93792812526226
leaf_count=377 20 88 15 29 727 49 31 75 39 111 20 24 80 2626 122 35 863 98 23 29 75 36 18 188 20 33 98 21 20 389
internal_value=0 -0.0348032 -0.00429251 0.0245271 -0.00123695 0.00630034 0.0215542 -0.0315594 -0.0719942 -0.0474355 -0.0781178 -0.0599573 -0.00969344 0.0335077 0.0152179 -0.0761111 0.0248255 -0.0826369 -0.0581201 0.0312029 -0.0762206 -0.0796242 -0.0111606 -0.0837869 -0.004809 -0.0235937 0.0091986 -0.0664244 0.0232299 0.0257348
internal_weight=0 513.121 301.057 754.988 195.145 263.942 188.14 75.8024 61.3436 61.3924 212.064 95.4298 23.21 559.843 107.667 72.2198 183.879 55.6066 25.5692 133.802 34.23 37.1146 27.1624 64.1939 28.2183 12.9669 21.7073 9.62171 98.0454 94.1326
internal_count=6379 2203 1479 4176 978 1355 1027 328 222 253 724 347 100 3198 572 247 1012 193 95 756 124 124 129 212 149 56 118 41 531 511
is_linear=0
shrinkage=0.05


Tree=10
num_leaves=31
num_cat=0
split_feature=2 3 5 0 2 0 0 4 6 2 5 0 0 2 5 1 1 4 3 1 7 1 3 10 4 2 0 3 3 3
split_gain=430.147 271.248 96.0947 69.8749 179.171 60.9713 34.7578 32.5601 26.9379 25.6419 22.8898 30.9938 24.4379 17.837 28.1708 13.6132 11.7095 11.3807 12.5448 11.2203 10.7042 10.0903 8.12416 7.95554 7.38377 6.81088 6.77793 6.15964 5.92025 6.98851
threshold=55.500000000000007 672.50000000000011 2.5000000000000004 5230.0000000000009 81.500000000000014 2099.5000000000005 921.00000000000011 1.0515000000000001 3220.5000000000005 46.500000000000007 3.5000000000000004 1717.5000000000002 1067.5000000000002 63.500000000000007 2.5000000000000004 0.7985000000000001 0.41800000000000004 0.84050000000000014 799.50000000000011 0.93150000000000011 2.5000000000000004 0.71300000000000008 2515.5000000000005 24.500000000000004 0.43250000000000005 71.500000000000014 1235.5000000000002 749.50000000000011 2502.0000000000005 546.50000000000011
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=1 10 21 13 8 6 -4 9 -5 20 -1 12 -12 14 27 23 24 18 -10 -6 -7 -3 -11 -13 -8 -20 -26 -2 29 -16
right_child=3 2 5 4 19 7 16 -9 17 22 11 15 -14 -15 28 -17 -18 -19 25 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.092976746262664389 0.10439230934607238 0.094424153545980605 0.11963148108393351 -0.031159400011746233 -0.034579647000878962 0.039558094752817338 0.051509642249443099 -0.036079694002149006 0.093645310219435965 -0.00070451861616805376 0.10237139504300018 0.033311000121048123 -0.018708792495424672 -0.037862716288226253 -0.0025721411922771838 0.01471764620337244 -0.03019766550273479 0.10350664894552793 0.061774577201063489 0.030881621539166012 0.097544323196721239 0.033700155117554871 0.074180784139115538 0.089924949990852321 0.050970604166326455 -0.010798592794505187 -0.022172066581891879 0.024271580558992877 0.037033247211777399 -0.033747844208275035
leaf_weight=116.6339607834816 5.0621392577886564 28.068812340497971 4.2605307698249808 5.7370752692222586 126.89971996843815 12.587655514478682 6.5109984129667309 14.409956499934195 12.602302923798563 22.85869520902634 5.4444516748189953 6.9598919451236716 17.765530705451965 452.17546769976616 24.194623202085495 8.0258870720863325 155.66098539531231 30.037364289164543 6.1449954658746702 6.9020357131957999 21.642383173108101 9.0457391738891584 4.3036978989839545 57.234030827879906 3.8502763360738781 6.8218969255685806 17.857063859701157 4.5595681667327881 3.9128164350986472 69.93792812526226
leaf_count=377 20 88 15 29 727 49 31 75 39 111 20 24 80 2626 122 35 863 98 23 29 75 36 18 188 20 33 98 21 20 389
internal_value=0 0.0348032 0.00429251 -0.0245271 0.00123695 -0.00630034 -0.0215542 0.0315594 0.0719942 0.0474355 0.0781178 0.0599573 0.00969344 -0.0335077 -0.0152179 0.0761111 -0.0248255 0.0826369 0.0581201 -0.0312029 0.0762206 0.0796242 0.0111606 0.0837869 0.004809 0.0235937 -0.0091986 0.0664244 -0.0232299 -0.0257348
internal_weight=0 513.121 301.057 754.988 195.145 263.942 188.14 75.8024 61.3436 61.3924 212.064 95.4298 23.21 559.843 107.667 72.2198 183.879 55.6066 25.5692 133.802 34.23 37.1146 27.1624 64.1939 28.2183 12.9669 21.7073 9.62171 98.0454 94.1326
internal_count=6379 2203 1479 4176 978 1355 1027 328 222 253 724 347 100 3198 572 247 1012 193 95 756 124 124 129 212 149 56 118 41 531 511
is_linear=0
shrinkage=0.05


Tree=11
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=12
num_leaves=31
num_cat=0
split_feature=2 3 5 0 2 0 1 0 1 6 7 7 2 1 1 10 1 3 0 2 0 5 4 2 3 3 2 1 8 4
split_gain=377.215 213.472 89.055 68.6573 147.74 47.3874 34.6261 29.092 25.4036 20.9728 19.7836 18.3456 15.0066 11.1693 10.3165 9.80578 9.41753 9.28573 10.2714 12.3968 8.00378 13.3381 17.0776 7.73673 9.55768 7.32431 7.08063 7.05888 6.53772 5.94863
threshold=57.500000000000007 642.50000000000011 2.5000000000000004 5230.0000000000009 81.500000000000014 2012.0000000000002 0.77150000000000019 921.00000000000011 0.92400000000000015 3220.5000000000005 1.5000000000000002 1.5000000000000002 48.500000000000007 0.41800000000000004 0.93150000000000011 31.500000000000004 0.8175 628.50000000000011 8426.5000000000018 68.500000000000014 2099.5000000000005 3.5000000000000004 0.6755000000000001 63.500000000000007 546.50000000000011 2233.5000000000005 34.500000000000007 0.71300000000000008 3.5000000000000004 0.43250000000000005
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=1 8 16 23 9 7 11 -4 10 -5 -1 -7 15 29 -6 -13 -3 -11 19 -19 21 -12 -23 24 27 28 -24 -2 -14 -9
right_child=3 2 5 4 14 6 -8 13 -10 17 20 12 25 -15 -16 -17 -18 18 -20 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.027556941336102821 -0.042250545587023541 -0.080734575909641726 -0.09995714182549692 0.030392679231116205 0.034026720416681665 0.020458280846420512 0.0204659728764768 -0.04270222825876141 -0.0037927516248898474 -0.08980351223158474 -0.080045410350443866 -0.024104612191674122 0.021129233193935511 0.031232550212331574 -0.027747140408403859 -0.084451949105586219 -0.011626316827760797 -0.080569044202150331 -0.097682071774235157 0.0045155943924638188 -0.085410130810386786 -0.07063074353867306 -0.04108067028412403 0.037460033664449326 0.030410806250835018 -0.070245509988984364 0.03088701732662474 0.018730393857033165 -0.051379099942929191 0.010200065968296977
leaf_weight=23.541914239525795 9.1326543986797351 36.493616372346878 4.739716798067092 5.4978850334882727 120.57953064143658 10.276533931493757 34.320402458310127 7.1379193812608746 15.098650753498076 31.966020226478577 55.860589802265167 8.7515570670366269 10.759017154574396 143.8482259362936 7.1600482761859885 29.161337122321129 5.6995796561241141 7.0263735353946748 7.7190867960453025 10.956716060638426 105.49050797522068 19.405335232615471 5.764728218317031 427.40632373094559 56.614680022001266 4.8837166577577582 8.3946422189474088 9.8788920342922193 4.3720847219228736 20.793857008218765
leaf_count=88 45 108 15 29 727 51 181 32 64 93 168 34 54 835 29 97 25 23 23 50 318 64 22 2626 333 20 35 54 21 115
internal_value=0 -0.0301431 -0.00369725 0.025163 -0.000366458 0.00653969 -0.0204966 0.0222427 -0.0665171 -0.0629169 -0.0708523 -0.041109 -0.0520312 0.0256144 0.0305642 -0.0705218 -0.0713992 -0.0718127 -0.0494374 -0.0287288 -0.0760815 -0.065077 -0.0401656 0.0348517 0.0201104 -0.0170056 0.00158669 -0.0105633 0.000178176 -0.00331903
internal_weight=0 554.794 321.238 693.938 190.906 279.044 102.525 176.52 233.556 63.1661 218.458 68.2042 57.9277 171.78 127.74 37.9129 42.1932 57.6682 25.7022 17.9831 194.916 89.4253 33.5647 503.033 75.6262 20.0148 14.1594 19.0115 15.1311 27.9318
internal_count=6379 2347 1588 4032 974 1455 458 997 759 218 695 277 226 982 756 131 133 189 96 73 607 289 121 3058 432 95 57 99 75 147
is_linear=0
shrinkage=0.05


Tree=13
num_leaves=31
num_cat=0
split_feature=2 3 5 0 2 0 1 0 1 6 7 7 2 1 1 10 1 3 0 2 0 5 4 2 3 3 2 1 8 4
split_gain=377.215 213.472 89.055 68.6573 147.74 47.3874 34.6261 29.092 25.4036 20.9728 19.7836 18.3456 15.0066 11.1693 10.3165 9.80578 9.41753 9.28573 10.2714 12.3968 8.00378 13.3381 17.0776 7.73673 9.55768 7.32431 7.08063 7.05888 6.53772 5.94863
threshold=57.500000000000007 642.50000000000011 2.5000000000000004 5230.0000000000009 81.500000000000014 2012.0000000000002 0.77150000000000019 921.00000000000011 0.92400000000000015 3220.5000000000005 1.5000000000000002 1.5000000000000002 48.500000000000007 0.41800000000000004 0.93150000000000011 31.500000000000004 0.8175 628.50000000000011 8426.5000000000018 68.500000000000014 2099.5000000000005 3.5000000000000004 0.6755000000000001 63.500000000000007 546.50000000000011 2233.5000000000005 34.500000000000007 0.71300000000000008 3.5000000000000004 0.43250000000000005
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=1 8 16 23 9 7 11 -4 10 -5 -1 -7 15 29 -6 -13 -3 -11 19 -19 21 -12 -23 24 27 28 -24 -2 -14 -9
right_child=3 2 5 4 14 6 -8 13 -10 17 20 12 25 -15 -16 -17 -18 18 -20 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.027556941336102821 0.042250545587023541 0.080734575909641726 0.09995714182549692 -0.030392679231116205 -0.034026720416681665 -0.020458280846420512 -0.0204659728764768 0.04270222825876141 0.0037927516248898474 0.08980351223158474 0.080045410350443866 0.024104612191674122 -0.021129233193935511 -0.031232550212331574 0.027747140408403859 0.084451949105586219 0.011626316827760797 0.080569044202150331 0.097682071774235157 -0.0045155943924638188 0.085410130810386786 0.07063074353867306 0.04108067028412403 -0.037460033664449326 -0.030410806250835018 0.070245509988984364 -0.03088701732662474 -0.018730393857033165 0.051379099942929191 -0.010200065968296977
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leaf_count=88 45 108 15 29 727 51 181 32 64 93 168 34 54 835 29 97 25 23 23 50 318 64 22 2626 333 20 35 54 21 115
internal_value=0 0.0301431 0.00369725 -0.025163 0.000366458 -0.00653969 0.0204966 -0.0222427 0.0665171 0.0629169 0.0708523 0.041109 0.0520312 -0.0256144 -0.0305642 0.0705218 0.0713992 0.0718127 0.0494374 0.0287288 0.0760815 0.065077 0.0401656 -0.0348517 -0.0201104 0.0170056 -0.00158669 0.0105633 -0.000178176 0.00331903
internal_weight=0 554.794 321.238 693.938 190.906 279.044 102.525 176.52 233.556 63.1661 218.458 68.2042 57.9277 171.78 127.74 37.9129 42.1932 57.6682 25.7022 17.9831 194.916 89.4253 33.5647 503.033 75.6262 20.0148 14.1594 19.0115 15.1311 27.9318
internal_count=6379 2347 1588 4032 974 1455 458 997 759 218 695 277 226 982 756 131 133 189 96 73 607 289 121 3058 432 95 57 99 75 147
is_linear=0
shrinkage=0.05


Tree=14
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=15
num_leaves=31
num_cat=0
split_feature=2 3 5 0 2 0 1 0 1 6 7 3 9 2 1 1 0 2 0 1 4 3 1 6 5 0 4 10 4 3
split_gain=333.266 173.692 74.0935 64.476 127.974 40.333 29.2025 24.5397 22.6925 17.174 15.4268 15.0436 14.1068 13.4218 10.4919 9.61 17.4782 7.77697 9.07424 13.8302 7.53803 8.60094 7.49422 6.96037 8.36781 7.47412 14.1556 6.79556 6.43053 5.91496
threshold=57.500000000000007 672.50000000000011 2.5000000000000004 5230.0000000000009 81.500000000000014 2012.0000000000002 0.77150000000000019 921.00000000000011 0.84850000000000014 3220.5000000000005 1.5000000000000002 2390.5000000000005 0.79250000000000009 44.500000000000007 0.41800000000000004 0.90550000000000008 9629.5000000000018 63.500000000000007 4499.0000000000009 0.70100000000000007 0.84050000000000014 799.50000000000011 0.8175 2448.5000000000005 3.5000000000000004 2152.5000000000005 0.64850000000000019 33.500000000000007 1.0595000000000001 2417.5000000000005
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=1 8 22 17 9 7 11 -4 10 -5 -1 12 13 27 29 -6 -17 18 -2 -20 21 -11 -3 -12 -25 26 -26 -7 -10 -9
right_child=3 2 5 4 15 6 -8 14 28 20 23 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.025553011580742482 0.025956329213128151 -0.071809305785173305 -0.086693308077512549 0.029641839490921768 0.03425504013288444 -0.0033178136419922569 0.020762622060060205 0.0063268086928092429 -0.025075311479443332 -0.072915389066124978 -0.079939528838779791 -0.082630113142293821 -0.092261597840183465 0.0072625573713334477 0.030526301420986609 -0.088561573923046533 0.041276829332045302 0.03708565170098102 -0.096371571565911932 0.028370239505006407 -0.080562906787345873 -0.016353380182809209 -0.010689802787590318 -0.072143331960331791 -0.060873817453794943 -0.066079874366960445 0.012151548909922396 -0.06501783034060292 0.041034470967175531 -0.059271287025994039
leaf_weight=23.256233543157578 64.401964664459229 37.801527321338654 5.0868214666843405 5.2691822350025168 111.41727548837662 6.4809562563896206 32.607403203845024 23.998813644051555 18.114181101322178 13.558625087141992 80.512628853321075 14.1316881775856 6.8078591525554648 27.877406477928162 136.60617689788342 4.620727986097334 5.903495654463768 403.74120625853539 4.0360153764486295 4.9437479227781296 32.915699034929276 13.327499583363531 5.7826392352581015 69.360613018274307 14.420767724514009 23.158247262239456 12.293449461460112 14.330151244997976 4.6156519353389731 4.0107561796903601
leaf_count=84 382 107 15 29 708 28 177 127 73 38 233 47 24 130 831 21 27 2626 21 29 96 55 25 198 45 68 49 45 21 20
internal_value=0 -0.0277246 -0.00317779 0.0246107 -0.000273331 0.00652227 -0.0182867 0.0214682 -0.059243 -0.0568944 -0.0640939 -0.0365738 -0.024846 -0.0154196 0.0248105 0.0299411 -0.0157296 0.0343642 0.0193909 -0.0276958 -0.0645192 -0.0448775 -0.0637001 -0.0685812 -0.0609115 -0.0452907 -0.0272687 -0.0458033 -0.0116507 -0.00306634
internal_weight=0 561.254 315.522 664.135 187.013 271.938 102.235 169.703 245.732 65.071 223.002 69.6281 55.4964 48.6885 164.616 121.941 10.5242 477.123 73.3817 8.97976 59.8018 26.8861 43.5842 199.746 119.233 49.8725 26.7142 20.8111 22.7298 28.0096
internal_count=6379 2347 1576 4032 974 1444 451 993 771 218 677 274 227 203 978 756 48 3058 432 50 189 93 132 593 360 162 94 73 94 147
is_linear=0
shrinkage=0.05


Tree=16
num_leaves=31
num_cat=0
split_feature=2 3 5 0 2 0 1 0 1 6 7 3 9 2 1 1 0 2 0 1 4 3 1 6 5 0 4 10 4 3
split_gain=333.266 173.692 74.0935 64.476 127.974 40.333 29.2025 24.5397 22.6925 17.174 15.4268 15.0436 14.1068 13.4218 10.4919 9.61 17.4782 7.77697 9.07424 13.8302 7.53803 8.60094 7.49422 6.96037 8.36781 7.47412 14.1556 6.79556 6.43053 5.91496
threshold=57.500000000000007 672.50000000000011 2.5000000000000004 5230.0000000000009 81.500000000000014 2012.0000000000002 0.77150000000000019 921.00000000000011 0.84850000000000014 3220.5000000000005 1.5000000000000002 2390.5000000000005 0.79250000000000009 44.500000000000007 0.41800000000000004 0.90550000000000008 9629.5000000000018 63.500000000000007 4499.0000000000009 0.70100000000000007 0.84050000000000014 799.50000000000011 0.8175 2448.5000000000005 3.5000000000000004 2152.5000000000005 0.64850000000000019 33.500000000000007 1.0595000000000001 2417.5000000000005
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=1 8 22 17 9 7 11 -4 10 -5 -1 12 13 27 29 -6 -17 18 -2 -20 21 -11 -3 -12 -25 26 -26 -7 -10 -9
right_child=3 2 5 4 15 6 -8 14 28 20 23 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.025553011580742482 -0.025956329213128151 0.071809305785173305 0.086693308077512549 -0.029641839490921768 -0.03425504013288444 0.0033178136419922569 -0.020762622060060205 -0.0063268086928092429 0.025075311479443332 0.072915389066124978 0.079939528838779791 0.082630113142293821 0.092261597840183465 -0.0072625573713334477 -0.030526301420986609 0.088561573923046533 -0.041276829332045302 -0.03708565170098102 0.096371571565911932 -0.028370239505006407 0.080562906787345873 0.016353380182809209 0.010689802787590318 0.072143331960331791 0.060873817453794943 0.066079874366960445 -0.012151548909922396 0.06501783034060292 -0.041034470967175531 0.059271287025994039
leaf_weight=23.256233543157578 64.401964664459229 37.801527321338654 5.0868214666843405 5.2691822350025168 111.41727548837662 6.4809562563896206 32.607403203845024 23.998813644051555 18.114181101322178 13.558625087141992 80.512628853321075 14.1316881775856 6.8078591525554648 27.877406477928162 136.60617689788342 4.620727986097334 5.903495654463768 403.74120625853539 4.0360153764486295 4.9437479227781296 32.915699034929276 13.327499583363531 5.7826392352581015 69.360613018274307 14.420767724514009 23.158247262239456 12.293449461460112 14.330151244997976 4.6156519353389731 4.0107561796903601
leaf_count=84 382 107 15 29 708 28 177 127 73 38 233 47 24 130 831 21 27 2626 21 29 96 55 25 198 45 68 49 45 21 20
internal_value=0 0.0277246 0.00317779 -0.0246107 0.000273331 -0.00652227 0.0182867 -0.0214682 0.059243 0.0568944 0.0640939 0.0365738 0.024846 0.0154196 -0.0248105 -0.0299411 0.0157296 -0.0343642 -0.0193909 0.0276958 0.0645192 0.0448775 0.0637001 0.0685812 0.0609115 0.0452907 0.0272687 0.0458033 0.0116507 0.00306634
internal_weight=0 561.254 315.522 664.135 187.013 271.938 102.235 169.703 245.732 65.071 223.002 69.6281 55.4964 48.6885 164.616 121.941 10.5242 477.123 73.3817 8.97976 59.8018 26.8861 43.5842 199.746 119.233 49.8725 26.7142 20.8111 22.7298 28.0096
internal_count=6379 2347 1576 4032 974 1444 451 993 771 218 677 274 227 203 978 756 48 3058 432 50 189 93 132 593 360 162 94 73 94 147
is_linear=0
shrinkage=0.05


Tree=17
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=18
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 0 4 0 2 5 1 6 2 5 0 4 0 1 0 0 3 1 1 7 3 3 2 0 7 1
split_gain=296.464 145.765 57.461 115.416 55.7328 41.9942 22.6439 20.5282 16.5557 20.6355 14.6842 14.5405 13.5409 13.4362 14.4449 11.3155 12.0052 8.97228 14.121 8.28384 7.66202 8.01611 6.65226 6.19547 6.03463 7.95921 6.50617 5.69594 8.04482 5.6443
threshold=55.500000000000007 672.50000000000011 5230.0000000000009 81.500000000000014 2.5000000000000004 2099.5000000000005 1.0515000000000001 921.00000000000011 63.500000000000007 2.5000000000000004 0.6160000000000001 3220.5000000000005 46.500000000000007 2.5000000000000004 1960.5000000000002 0.51050000000000006 1564.5000000000002 0.90550000000000008 9629.5000000000018 2961.0000000000005 2515.5000000000005 0.65050000000000019 0.51150000000000018 2.5000000000000004 628.50000000000011 2233.5000000000005 75.500000000000014 2073.5000000000005 1.5000000000000002 0.71300000000000008
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=1 10 8 11 29 7 12 -6 9 -2 27 -4 23 -12 -15 16 -9 -5 -19 -16 -17 -22 -18 -7 -13 26 -26 28 -1 -3
right_child=2 4 3 17 5 6 -8 15 -10 -11 13 24 -14 14 19 20 22 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.013071139531365898 -0.051889913693737945 -0.066871993693877432 0.028904126308549768 0.033762243647819032 -0.077083017738796278 -0.028358372303740637 0.03525202704086703 0.022292454419564484 0.036736475119166161 0.021725244933817611 -0.074107369093011147 -0.073319499204702585 -0.0094892868436723121 0.0099405598811545953 -0.059466307113096195 0.032623276278062739 -0.068347303385849753 -0.074144658004866873 0.04066054324851158 0.0054097014495149021 -0.055585736918847287 0.029333844083039063 0.0030175851602099214 -0.069995980201475641 -0.044143610092404278 -0.078274116838886285 0.018557593752620151 -0.072530964632705627 -0.060112268353074455 -0.023674090801495008
leaf_weight=10.334618240594862 10.633574187755583 32.16070282459259 5.0509115159511557 105.70170542597771 5.3301139175891867 13.837526008486746 13.259816184639929 18.304298073053364 381.17115440964699 90.875702708959579 17.078009128570557 34.483512729406357 27.60572861135006 20.097908496856689 22.514821067452434 122.30051176249981 8.1443428546190244 5.1309715509414655 5.6036139577627182 6.2964802980422965 5.2537263035774213 5.8996670544147491 5.4509620368480673 25.210766315460205 12.089951664209371 9.9126662611961347 6.2896202504634848 88.374917179346085 75.387159422039986 9.8863073587417585
leaf_count=37 41 88 29 708 15 49 75 106 2626 531 47 94 129 87 70 778 34 21 27 23 29 38 27 75 40 31 28 243 217 36
internal_value=0 -0.0271353 0.02289 -0.000863235 -0.0034459 0.00549198 -0.0244211 0.0194973 0.0319578 0.0140137 -0.056011 -0.0527108 -0.0362922 -0.0359256 -0.0225934 0.0226105 -0.0041426 0.0293391 -0.0142146 -0.0452882 0.0290053 -0.0106669 -0.0397339 -0.0552409 -0.0592776 -0.0421628 -0.0226868 -0.0636238 -0.054441 -0.0567151
internal_weight=0 532.728 666.943 184.263 292.644 250.597 79.9138 170.684 482.68 101.509 240.084 67.8267 66.654 65.9872 48.9092 165.354 31.8996 116.436 10.7346 28.8113 133.454 11.1534 13.5953 39.0483 62.7758 28.2922 18.3796 174.097 85.7218 42.047
internal_count=6379 2203 4176 978 1479 1355 328 1027 3198 572 724 222 253 227 180 1012 167 756 48 93 845 67 61 124 193 99 68 497 254 124
is_linear=0
shrinkage=0.05


Tree=19
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 0 4 0 2 5 1 6 2 5 0 4 0 1 0 0 3 1 1 7 3 3 2 0 7 1
split_gain=296.464 145.765 57.461 115.416 55.7328 41.9942 22.6439 20.5282 16.5557 20.6355 14.6842 14.5405 13.5409 13.4362 14.4449 11.3155 12.0052 8.97228 14.121 8.28384 7.66202 8.01611 6.65226 6.19547 6.03463 7.95921 6.50617 5.69594 8.04482 5.6443
threshold=55.500000000000007 672.50000000000011 5230.0000000000009 81.500000000000014 2.5000000000000004 2099.5000000000005 1.0515000000000001 921.00000000000011 63.500000000000007 2.5000000000000004 0.6160000000000001 3220.5000000000005 46.500000000000007 2.5000000000000004 1960.5000000000002 0.51050000000000006 1564.5000000000002 0.90550000000000008 9629.5000000000018 2961.0000000000005 2515.5000000000005 0.65050000000000019 0.51150000000000018 2.5000000000000004 628.50000000000011 2233.5000000000005 75.500000000000014 2073.5000000000005 1.5000000000000002 0.71300000000000008
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=1 10 8 11 29 7 12 -6 9 -2 27 -4 23 -12 -15 16 -9 -5 -19 -16 -17 -22 -18 -7 -13 26 -26 28 -1 -3
right_child=2 4 3 17 5 6 -8 15 -10 -11 13 24 -14 14 19 20 22 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.013071139531365898 0.051889913693737945 0.066871993693877432 -0.028904126308549768 -0.033762243647819032 0.077083017738796278 0.028358372303740637 -0.03525202704086703 -0.022292454419564484 -0.036736475119166161 -0.021725244933817611 0.074107369093011147 0.073319499204702585 0.0094892868436723121 -0.0099405598811545953 0.059466307113096195 -0.032623276278062739 0.068347303385849753 0.074144658004866873 -0.04066054324851158 -0.0054097014495149021 0.055585736918847287 -0.029333844083039063 -0.0030175851602099214 0.069995980201475641 0.044143610092404278 0.078274116838886285 -0.018557593752620151 0.072530964632705627 0.060112268353074455 0.023674090801495008
leaf_weight=10.334618240594862 10.633574187755583 32.16070282459259 5.0509115159511557 105.70170542597771 5.3301139175891867 13.837526008486746 13.259816184639929 18.304298073053364 381.17115440964699 90.875702708959579 17.078009128570557 34.483512729406357 27.60572861135006 20.097908496856689 22.514821067452434 122.30051176249981 8.1443428546190244 5.1309715509414655 5.6036139577627182 6.2964802980422965 5.2537263035774213 5.8996670544147491 5.4509620368480673 25.210766315460205 12.089951664209371 9.9126662611961347 6.2896202504634848 88.374917179346085 75.387159422039986 9.8863073587417585
leaf_count=37 41 88 29 708 15 49 75 106 2626 531 47 94 129 87 70 778 34 21 27 23 29 38 27 75 40 31 28 243 217 36
internal_value=0 0.0271353 -0.02289 0.000863235 0.0034459 -0.00549198 0.0244211 -0.0194973 -0.0319578 -0.0140137 0.056011 0.0527108 0.0362922 0.0359256 0.0225934 -0.0226105 0.0041426 -0.0293391 0.0142146 0.0452882 -0.0290053 0.0106669 0.0397339 0.0552409 0.0592776 0.0421628 0.0226868 0.0636238 0.054441 0.0567151
internal_weight=0 532.728 666.943 184.263 292.644 250.597 79.9138 170.684 482.68 101.509 240.084 67.8267 66.654 65.9872 48.9092 165.354 31.8996 116.436 10.7346 28.8113 133.454 11.1534 13.5953 39.0483 62.7758 28.2922 18.3796 174.097 85.7218 42.047
internal_count=6379 2203 4176 978 1479 1355 328 1027 3198 572 724 222 253 227 180 1012 167 756 48 93 845 67 61 124 193 99 68 497 254 124
is_linear=0
shrinkage=0.05


Tree=20
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=21
num_leaves=31
num_cat=0
split_feature=2 3 0 2 3 5 1 9 7 1 6 0 5 4 0 1 10 0 1 2 3 0 0 5 10 3 0 2 5 1
split_gain=264.579 122.334 56.7416 98.2644 46.4899 33.2424 28.3591 20.5274 16.4447 16.0021 12.1261 8.63942 13.5307 13.9527 10.74 8.42189 8.1031 7.86159 8.60155 7.80759 8.97916 6.76788 10.0451 6.67407 6.6419 6.40762 7.58157 10.508 6.24507 9.16473
threshold=57.500000000000007 989.50000000000011 5230.0000000000009 81.500000000000014 2380.0000000000005 2.5000000000000004 0.92400000000000015 0.80000000000000016 1.5000000000000002 0.68950000000000011 2878.0000000000005 2099.5000000000005 3.5000000000000004 0.57750000000000001 1551.5000000000002 0.93150000000000011 23.500000000000004 2030.5000000000002 0.58550000000000002 63.500000000000007 546.50000000000011 2756.5000000000005 4489.5000000000009 3.5000000000000004 29.500000000000004 628.50000000000011 8426.5000000000018 68.500000000000014 1.5000000000000002 0.56650000000000011
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=1 6 19 10 5 28 8 17 -1 -6 -4 12 -10 14 -14 -5 -13 -7 24 20 21 -2 -23 -11 -19 -12 27 -27 -3 -30
right_child=2 4 3 15 9 7 -8 -9 11 23 25 16 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.015552845356950534 -0.061639734747043089 -0.073479040817151356 0.038543329010458677 0.032489821137350661 -0.063209831231571298 0.030895040983711059 0.0095514193012445799 -0.035954903770859963 -0.058471977792362378 -0.041199740175936854 -0.067584080981731617 -0.010891545214776963 0.0023927889320303156 0.0016795942833291626 -0.078625668076718447 -0.022010900523937223 -0.06620633653338838 0.03187672139038903 0.02293799394195176 0.036409752968328761 0.028936831012205677 0.033785011274510869 -0.061475214579425043 0.01585859222722957 -0.034006744803759141 -0.063611025999021006 -0.075681491319586458 0.0096351206072363988 -0.057171156954938622 0.017974688495257646
leaf_weight=30.241572096943855 4.9662238657474544 9.7566967010498065 3.832796871662139 103.52450972795486 32.33110773563385 115.4259322732687 21.290849789977074 15.900848656892775 68.204736858606339 8.6376405656337756 34.510972589254379 6.9894601404666892 5.8115290999412563 25.030587732791901 13.812534585595129 7.609359234571456 125.51554177701473 5.0846308916807201 35.642083555459976 359.67985078692436 51.013562336564064 9.6911841034889203 3.873525843024253 12.602379113435743 15.446858346462248 8.0892824381589943 8.3977552950382215 12.406281173229216 8.9060115516185778 7.4527644962072364
leaf_count=118 27 27 23 727 117 741 99 73 196 37 93 22 24 107 41 29 353 23 194 2626 333 54 18 73 53 24 23 55 24 25
internal_value=0 -0.0239578 0.0235946 -0.000107898 0.000587388 0.0110319 -0.0460469 0.0183931 -0.0503419 -0.0410605 -0.0478196 -0.0546297 -0.0444636 -0.0230675 -0.0546326 0.0287581 -0.0632886 0.0234292 0.00808818 0.0334445 0.0181085 -0.0117007 0.00658259 -0.00734522 -0.0176907 -0.0530402 -0.0356687 -0.019274 -0.0418188 -0.0229361
internal_weight=0 564.084 607.595 178.371 267.187 213.616 296.897 187.5 275.606 53.5711 67.2371 245.364 112.859 44.6547 19.6241 111.134 132.505 171.6 56.1736 429.224 69.5445 18.5309 13.5647 21.24 20.5315 63.4043 28.8933 20.4956 26.1155 16.3588
internal_count=6379 2347 4032 974 1387 1160 960 1084 861 227 218 743 368 172 65 756 375 1011 270 3058 432 99 72 110 76 195 102 79 76 49
is_linear=0
shrinkage=0.05


Tree=22
num_leaves=31
num_cat=0
split_feature=2 3 0 2 3 5 1 9 7 1 6 0 5 4 0 1 10 0 1 2 3 0 0 5 10 3 0 2 5 1
split_gain=264.579 122.334 56.7416 98.2644 46.4899 33.2424 28.3591 20.5274 16.4447 16.0021 12.1261 8.63942 13.5307 13.9527 10.74 8.42189 8.1031 7.86159 8.60155 7.80759 8.97916 6.76788 10.0451 6.67407 6.6419 6.40762 7.58157 10.508 6.24507 9.16473
threshold=57.500000000000007 989.50000000000011 5230.0000000000009 81.500000000000014 2380.0000000000005 2.5000000000000004 0.92400000000000015 0.80000000000000016 1.5000000000000002 0.68950000000000011 2878.0000000000005 2099.5000000000005 3.5000000000000004 0.57750000000000001 1551.5000000000002 0.93150000000000011 23.500000000000004 2030.5000000000002 0.58550000000000002 63.500000000000007 546.50000000000011 2756.5000000000005 4489.5000000000009 3.5000000000000004 29.500000000000004 628.50000000000011 8426.5000000000018 68.500000000000014 1.5000000000000002 0.56650000000000011
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=1 6 19 10 5 28 8 17 -1 -6 -4 12 -10 14 -14 -5 -13 -7 24 20 21 -2 -23 -11 -19 -12 27 -27 -3 -30
right_child=2 4 3 15 9 7 -8 -9 11 23 25 16 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.015552845356950534 0.061639734747043089 0.073479040817151356 -0.038543329010458677 -0.032489821137350661 0.063209831231571298 -0.030895040983711059 -0.0095514193012445799 0.035954903770859963 0.058471977792362378 0.041199740175936854 0.067584080981731617 0.010891545214776963 -0.0023927889320303156 -0.0016795942833291626 0.078625668076718447 0.022010900523937223 0.06620633653338838 -0.03187672139038903 -0.02293799394195176 -0.036409752968328761 -0.028936831012205677 -0.033785011274510869 0.061475214579425043 -0.01585859222722957 0.034006744803759141 0.063611025999021006 0.075681491319586458 -0.0096351206072363988 0.057171156954938622 -0.017974688495257646
leaf_weight=30.241572096943855 4.9662238657474544 9.7566967010498065 3.832796871662139 103.52450972795486 32.33110773563385 115.4259322732687 21.290849789977074 15.900848656892775 68.204736858606339 8.6376405656337756 34.510972589254379 6.9894601404666892 5.8115290999412563 25.030587732791901 13.812534585595129 7.609359234571456 125.51554177701473 5.0846308916807201 35.642083555459976 359.67985078692436 51.013562336564064 9.6911841034889203 3.873525843024253 12.602379113435743 15.446858346462248 8.0892824381589943 8.3977552950382215 12.406281173229216 8.9060115516185778 7.4527644962072364
leaf_count=118 27 27 23 727 117 741 99 73 196 37 93 22 24 107 41 29 353 23 194 2626 333 54 18 73 53 24 23 55 24 25
internal_value=0 0.0239578 -0.0235946 0.000107898 -0.000587388 -0.0110319 0.0460469 -0.0183931 0.0503419 0.0410605 0.0478196 0.0546297 0.0444636 0.0230675 0.0546326 -0.0287581 0.0632886 -0.0234292 -0.00808818 -0.0334445 -0.0181085 0.0117007 -0.00658259 0.00734522 0.0176907 0.0530402 0.0356687 0.019274 0.0418188 0.0229361
internal_weight=0 564.084 607.595 178.371 267.187 213.616 296.897 187.5 275.606 53.5711 67.2371 245.364 112.859 44.6547 19.6241 111.134 132.505 171.6 56.1736 429.224 69.5445 18.5309 13.5647 21.24 20.5315 63.4043 28.8933 20.4956 26.1155 16.3588
internal_count=6379 2347 4032 974 1387 1160 960 1084 861 227 218 743 368 172 65 756 375 1011 270 3058 432 99 72 110 76 195 102 79 76 49
is_linear=0
shrinkage=0.05


Tree=23
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=24
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 0 1 0 6 1 5 4 2 0 4 3 4 0 0 4 0 2 3 2 4 0 3 0 0 1
split_gain=236.489 105.234 53.168 88.18 48.3094 30.9643 21.1698 18.184 15.5553 14.5407 13.3662 12.5552 11.7125 10.6766 11.843 10.5048 12.2923 10.0595 10.6196 9.3302 9.21812 7.84175 8.2324 7.42805 6.38761 6.38114 5.36999 5.35744 9.18073 5.09
threshold=57.500000000000007 609.50000000000011 5230.0000000000009 85.500000000000014 2.5000000000000004 2012.0000000000002 0.82550000000000001 998.00000000000011 3220.5000000000005 0.59800000000000009 2.5000000000000004 1.1135000000000004 52.500000000000007 2398.5000000000005 0.78050000000000008 591.50000000000011 0.86450000000000016 1792.5000000000002 2961.0000000000005 0.51050000000000006 1605.5000000000002 63.500000000000007 546.50000000000011 71.500000000000014 0.92050000000000021 1211.5000000000002 2407.5000000000005 2756.5000000000005 4516.5000000000009 0.8175
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=1 9 21 8 29 7 11 -6 -4 -1 -11 12 13 14 -7 -10 23 25 24 20 -9 22 27 -17 -19 -12 -24 -2 -29 -3
right_child=2 4 3 -5 5 6 -8 19 15 10 17 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.054715268722776794 -0.052652822462587505 -0.056035818141226157 0.030886981294819749 0.032232573166169995 -0.047351771056172429 -0.040399629585140859 0.026201401307456462 0.020643183795728378 -0.065101798371839978 -0.063340188587471494 -0.029107900105232329 0.032965763508190818 0.0015912159902713994 -0.067213767780012479 0.036806818311990147 -0.03777307663109386 -0.063739515440258188 -0.0510966363168519 0.017825994481988211 0.030523369105438482 -0.035699947485964736 0.036103008990265396 0.033024795290642499 0.022868757942510594 0.0047079620046188249 0.036821986863756172 -0.029787179034949974 0.033264845274287802 -0.057254014466459252 -0.0070963160922452974
leaf_weight=168.98082019388676 5.4091113805770901 40.64177218079567 7.1441883295774451 95.243314385414124 9.5057087540626508 23.138917610049251 23.863389879465103 19.500401601195339 36.707119524478912 21.52085542678833 5.4266176968812969 7.832494229078292 17.986869797110558 27.333042308688164 6.3246271312236777 8.6707337796688098 13.504493892192839 30.752564251422882 9.3651302605867368 115.95146431028843 11.564495310187338 339.2452258169651 45.103953272104263 12.092062771320341 6.1540554761886588 11.338109865784643 3.680395081639289 9.4051242321729642 3.9893260300159445 6.1119864583015433
leaf_count=468 27 109 47 685 30 81 139 116 105 58 20 44 88 83 27 26 43 91 36 805 50 2626 310 68 24 53 23 55 17 25
internal_value=0 -0.0223576 0.0231241 -6.26419e-05 -0.00280558 0.00551983 -0.0152808 0.0196702 -0.0394374 -0.046245 -0.0293178 -0.0272628 -0.0335709 -0.0447064 -0.0238265 -0.0465162 -0.0266073 -0.0177025 -0.0297252 0.0240036 -0.000331612 0.0330045 0.0174524 -0.00245583 -0.0417914 0.015481 0.0282861 -0.0106549 0.00630523 -0.0496381
internal_weight=0 563.293 580.195 173.362 309.755 263.001 106.479 156.522 78.1186 253.538 84.5573 82.616 74.7835 56.7966 29.4635 70.9744 34.2673 63.0365 46.2717 147.016 31.0649 406.833 67.5879 20.7628 36.9066 16.7647 48.7843 18.8036 13.3945 46.7538
internal_count=6379 2347 4032 974 1597 1463 462 1001 289 750 282 323 279 191 108 242 137 224 151 971 166 3058 432 94 115 73 333 99 72 134
is_linear=0
shrinkage=0.05


Tree=25
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 0 1 0 6 1 5 4 2 0 4 3 4 0 0 4 0 2 3 2 4 0 3 0 0 1
split_gain=236.489 105.234 53.168 88.18 48.3094 30.9643 21.1698 18.184 15.5553 14.5407 13.3662 12.5552 11.7125 10.6766 11.843 10.5048 12.2923 10.0595 10.6196 9.3302 9.21812 7.84175 8.2324 7.42805 6.38761 6.38114 5.36999 5.35744 9.18073 5.09
threshold=57.500000000000007 609.50000000000011 5230.0000000000009 85.500000000000014 2.5000000000000004 2012.0000000000002 0.82550000000000001 998.00000000000011 3220.5000000000005 0.59800000000000009 2.5000000000000004 1.1135000000000004 52.500000000000007 2398.5000000000005 0.78050000000000008 591.50000000000011 0.86450000000000016 1792.5000000000002 2961.0000000000005 0.51050000000000006 1605.5000000000002 63.500000000000007 546.50000000000011 71.500000000000014 0.92050000000000021 1211.5000000000002 2407.5000000000005 2756.5000000000005 4516.5000000000009 0.8175
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=1 9 21 8 29 7 11 -6 -4 -1 -11 12 13 14 -7 -10 23 25 24 20 -9 22 27 -17 -19 -12 -24 -2 -29 -3
right_child=2 4 3 -5 5 6 -8 19 15 10 17 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0.054715268722776794 0.052652822462587505 0.056035818141226157 -0.030886981294819749 -0.032232573166169995 0.047351771056172429 0.040399629585140859 -0.026201401307456462 -0.020643183795728378 0.065101798371839978 0.063340188587471494 0.029107900105232329 -0.032965763508190818 -0.0015912159902713994 0.067213767780012479 -0.036806818311990147 0.03777307663109386 0.063739515440258188 0.0510966363168519 -0.017825994481988211 -0.030523369105438482 0.035699947485964736 -0.036103008990265396 -0.033024795290642499 -0.022868757942510594 -0.0047079620046188249 -0.036821986863756172 0.029787179034949974 -0.033264845274287802 0.057254014466459252 0.0070963160922452974
leaf_weight=168.98082019388676 5.4091113805770901 40.64177218079567 7.1441883295774451 95.243314385414124 9.5057087540626508 23.138917610049251 23.863389879465103 19.500401601195339 36.707119524478912 21.52085542678833 5.4266176968812969 7.832494229078292 17.986869797110558 27.333042308688164 6.3246271312236777 8.6707337796688098 13.504493892192839 30.752564251422882 9.3651302605867368 115.95146431028843 11.564495310187338 339.2452258169651 45.103953272104263 12.092062771320341 6.1540554761886588 11.338109865784643 3.680395081639289 9.4051242321729642 3.9893260300159445 6.1119864583015433
leaf_count=468 27 109 47 685 30 81 139 116 105 58 20 44 88 83 27 26 43 91 36 805 50 2626 310 68 24 53 23 55 17 25
internal_value=0 0.0223576 -0.0231241 6.26419e-05 0.00280558 -0.00551983 0.0152808 -0.0196702 0.0394374 0.046245 0.0293178 0.0272628 0.0335709 0.0447064 0.0238265 0.0465162 0.0266073 0.0177025 0.0297252 -0.0240036 0.000331612 -0.0330045 -0.0174524 0.00245583 0.0417914 -0.015481 -0.0282861 0.0106549 -0.00630523 0.0496381
internal_weight=0 563.293 580.195 173.362 309.755 263.001 106.479 156.522 78.1186 253.538 84.5573 82.616 74.7835 56.7966 29.4635 70.9744 34.2673 63.0365 46.2717 147.016 31.0649 406.833 67.5879 20.7628 36.9066 16.7647 48.7843 18.8036 13.3945 46.7538
internal_count=6379 2347 4032 974 1597 1463 462 1001 289 750 282 323 279 191 108 242 137 224 151 971 166 3058 432 94 115 73 333 99 72 134
is_linear=0
shrinkage=0.05


Tree=26
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=27
num_leaves=31
num_cat=0
split_feature=2 3 0 2 0 0 4 4 2 5 5 6 7 5 0 0 4 0 3 4 5 2 2 2 1 3 1 3 3 6
split_gain=212.352 91.3108 46.922 81.2883 36.9908 29.6552 23.5876 16.3976 15.4802 15.4907 15.1805 13.9257 11.9512 11.1678 13.4863 18.2643 25.1647 19.1108 9.0092 11.0415 8.21542 8.28381 7.75485 7.65331 6.9899 6.28497 5.26168 5.15904 5.37454 5.25575
threshold=55.500000000000007 672.50000000000011 5230.0000000000009 85.500000000000014 2030.5000000000002 998.00000000000011 1.0595000000000001 0.51050000000000006 63.500000000000007 2.5000000000000004 3.5000000000000004 2878.0000000000005 1.5000000000000002 2.5000000000000004 2099.5000000000005 1067.5000000000002 0.64850000000000019 1426.5000000000002 591.50000000000011 0.86450000000000016 3.5000000000000004 48.500000000000007 51.500000000000007 68.500000000000014 0.54250000000000009 2515.5000000000005 0.93150000000000011 2371.5000000000005 546.50000000000011 3443.5000000000005
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=1 13 8 11 5 -3 12 10 9 -2 24 -4 -6 -1 15 -15 17 -17 -13 23 -14 -22 -16 -20 -7 -9 -5 28 29 -11
right_child=2 4 3 26 6 7 -8 25 -10 27 -12 18 20 14 22 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.062851438414163796 -0.042429185805734577 -0.05421590134032736 0.037542499657511108 0.035013538760444204 0.015708785145502238 -0.071187001101325864 0.035358864403605077 0.03085956842545122 0.035814025792352565 -0.026284830411023231 0.015245075242127466 -0.06086812985863399 -0.057708212228887591 -0.07339760002785771 -0.057148034135728679 0.039505100524181685 0.022387488369711828 -0.050529498321535672 -0.047198841702877005 -0.05870838331262649 -0.040419489869332033 0.0058443345212030604 -0.015513526741220786 0.0172829024789545 0.0065982977050847505 -0.0090137159751554081 -0.012249083587090939 -0.023211576636582784 0.032671745192363197 0.021799325033504867
leaf_weight=61.531441509723663 11.182685926556585 15.518372684717177 5.7137472927570334 84.19403550028801 10.559796318411825 10.755116775631903 13.872986271977423 108.7174831032753 319.84059253334999 8.8994701802730578 22.130179196596146 37.024756878614426 38.591944724321365 15.801454216241835 81.951626792550087 6.9290859848260871 28.863493889570236 39.448894947767258 6.686738699674609 15.035947903990744 31.913932263851166 13.885738149285315 12.951834872364996 14.757390901446341 3.9484107196331015 10.870998010039328 6.3316929042339316 6.3275176733732215 53.220445349812508 15.723245084285734
leaf_count=165 41 46 40 660 49 41 86 767 2626 44 119 106 122 46 224 26 110 112 19 48 101 65 41 80 20 63 25 34 375 78
internal_value=0 -0.0222452 0.0214878 -0.000660038 -0.00272826 0.0117101 -0.0255407 0.0182506 0.0305425 0.0128605 -0.0109192 -0.0376479 -0.0344385 -0.0443872 -0.0382772 -0.0245292 -0.0142663 -0.0370779 -0.0434926 -0.0258577 -0.0407133 -0.026393 -0.051466 -0.00282389 -0.0502989 0.027235 0.0317078 0.0202062 0.0237354 0.00442011
internal_weight=0 528.243 584.938 169.744 280.765 171.941 108.824 156.422 415.194 95.3534 36.8337 79.2186 94.9514 247.478 185.946 91.0429 75.2415 46.378 73.5048 36.4801 84.3916 45.7997 94.9035 21.4441 14.7035 119.588 90.5257 84.1707 77.8432 24.6227
internal_count=6379 2203 4176 978 1479 1056 423 1010 3198 572 180 293 337 724 559 294 248 138 253 147 288 166 265 99 61 830 685 531 497 122
is_linear=0
shrinkage=0.05


Tree=28
num_leaves=31
num_cat=0
split_feature=2 3 0 2 0 0 4 4 2 5 5 6 7 5 0 0 4 0 3 4 5 2 2 2 1 3 1 3 3 6
split_gain=212.352 91.3108 46.922 81.2883 36.9908 29.6552 23.5876 16.3976 15.4802 15.4907 15.1805 13.9257 11.9512 11.1678 13.4863 18.2643 25.1647 19.1108 9.0092 11.0415 8.21542 8.28381 7.75485 7.65331 6.9899 6.28497 5.26168 5.15904 5.37454 5.25575
threshold=55.500000000000007 672.50000000000011 5230.0000000000009 85.500000000000014 2030.5000000000002 998.00000000000011 1.0595000000000001 0.51050000000000006 63.500000000000007 2.5000000000000004 3.5000000000000004 2878.0000000000005 1.5000000000000002 2.5000000000000004 2099.5000000000005 1067.5000000000002 0.64850000000000019 1426.5000000000002 591.50000000000011 0.86450000000000016 3.5000000000000004 48.500000000000007 51.500000000000007 68.500000000000014 0.54250000000000009 2515.5000000000005 0.93150000000000011 2371.5000000000005 546.50000000000011 3443.5000000000005
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=1 13 8 11 5 -3 12 10 9 -2 24 -4 -6 -1 15 -15 17 -17 -13 23 -14 -22 -16 -20 -7 -9 -5 28 29 -11
right_child=2 4 3 26 6 7 -8 25 -10 27 -12 18 20 14 22 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.062851438414163796 0.042429185805734577 0.05421590134032736 -0.037542499657511108 -0.035013538760444204 -0.015708785145502238 0.071187001101325864 -0.035358864403605077 -0.03085956842545122 -0.035814025792352565 0.026284830411023231 -0.015245075242127466 0.06086812985863399 0.057708212228887591 0.07339760002785771 0.057148034135728679 -0.039505100524181685 -0.022387488369711828 0.050529498321535672 0.047198841702877005 0.05870838331262649 0.040419489869332033 -0.0058443345212030604 0.015513526741220786 -0.0172829024789545 -0.0065982977050847505 0.0090137159751554081 0.012249083587090939 0.023211576636582784 -0.032671745192363197 -0.021799325033504867
leaf_weight=61.531441509723663 11.182685926556585 15.518372684717177 5.7137472927570334 84.19403550028801 10.559796318411825 10.755116775631903 13.872986271977423 108.7174831032753 319.84059253334999 8.8994701802730578 22.130179196596146 37.024756878614426 38.591944724321365 15.801454216241835 81.951626792550087 6.9290859848260871 28.863493889570236 39.448894947767258 6.686738699674609 15.035947903990744 31.913932263851166 13.885738149285315 12.951834872364996 14.757390901446341 3.9484107196331015 10.870998010039328 6.3316929042339316 6.3275176733732215 53.220445349812508 15.723245084285734
leaf_count=165 41 46 40 660 49 41 86 767 2626 44 119 106 122 46 224 26 110 112 19 48 101 65 41 80 20 63 25 34 375 78
internal_value=0 0.0222452 -0.0214878 0.000660038 0.00272826 -0.0117101 0.0255407 -0.0182506 -0.0305425 -0.0128605 0.0109192 0.0376479 0.0344385 0.0443872 0.0382772 0.0245292 0.0142663 0.0370779 0.0434926 0.0258577 0.0407133 0.026393 0.051466 0.00282389 0.0502989 -0.027235 -0.0317078 -0.0202062 -0.0237354 -0.00442011
internal_weight=0 528.243 584.938 169.744 280.765 171.941 108.824 156.422 415.194 95.3534 36.8337 79.2186 94.9514 247.478 185.946 91.0429 75.2415 46.378 73.5048 36.4801 84.3916 45.7997 94.9035 21.4441 14.7035 119.588 90.5257 84.1707 77.8432 24.6227
internal_count=6379 2203 4176 978 1479 1056 423 1010 3198 572 180 293 337 724 559 294 248 138 253 147 288 166 265 99 61 830 685 531 497 122
is_linear=0
shrinkage=0.05


Tree=29
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=30
num_leaves=31
num_cat=0
split_feature=2 3 0 2 3 5 1 3 9 0 2 5 1 0 0 4 0 2 7 0 10 10 1 5 7 4 0 0 1 8
split_gain=191.015 84.2319 46.2432 68.3798 40.157 24.1047 23.3141 16.9294 16.1508 16.1082 13.31 13.0822 11.8276 10.6124 18.0088 21.0971 17.3401 11.6888 6.5687 7.5722 6.51171 6.50482 6.69247 6.27239 5.52135 5.18287 5.82254 4.76524 4.49932 4.77606
threshold=59.500000000000007 989.50000000000011 5230.0000000000009 87.500000000000014 2380.0000000000005 2.5000000000000004 0.92400000000000015 591.50000000000011 0.80000000000000016 8426.5000000000018 74.500000000000014 2.5000000000000004 0.68950000000000011 2099.5000000000005 1067.5000000000002 0.64450000000000018 1426.5000000000002 51.500000000000007 2.5000000000000004 1978.5000000000002 20.500000000000004 29.500000000000004 0.54250000000000009 3.5000000000000004 2.5000000000000004 0.51050000000000006 1745.5000000000002 2628.5000000000005 0.60550000000000004 3.5000000000000004
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 2 2 2 2 2 2
left_child=1 6 27 7 5 24 11 -4 18 10 -9 -1 -6 14 -13 16 -16 20 -7 -20 -15 -21 -23 -14 -3 -18 -27 -2 29 -17
right_child=2 4 3 -5 12 8 -8 9 -10 -11 -12 13 23 17 15 28 25 -19 19 21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.059229737355751655 0.0073119989730115109 -0.0070372291322962008 -0.056805085607533418 0.033847072149243027 -0.054296931669881122 0.031935882390114897 0.010762796459953263 -0.030769954926348958 -0.028541304137408064 -0.063596422823744697 0.033037172380780681 -0.071643815399764971 -0.038466094569545389 -0.0047119544118336756 0.037875124206734966 0.018838253467070555 -0.060849378705049861 -0.013655171120681688 0.026283500006036315 0.034062053190652454 -0.056711451654218203 -0.053541729431695932 0.00022062793775697427 0.015801314053442466 -0.053130139966236646 0.016232796688777883 -0.042714610508636064 0.034747688147892683 0.041447395051474829 -0.036338615535096451
leaf_weight=71.034172311425209 16.625413328409195 11.555027142167093 36.284463040530682 79.56972873955965 34.171984732151031 90.7630465477705 23.916034489870071 14.047969043254851 16.827799126505852 10.901670582592486 19.542670510709286 15.764271914958952 9.2330830693244952 6.4820115417242041 7.4028931707143775 13.865911260247232 23.605471953749657 23.799590602517128 41.825248926877975 7.9900615066289893 84.570975214242935 8.6273484826087969 17.591894298791885 12.578930735588072 14.842643350362776 5.7358071058988598 15.5351305603981 329.47806403040886 12.801640048623083 5.4686714857816687
leaf_count=193 125 35 112 637 119 620 115 47 77 37 133 44 38 19 33 56 71 93 297 44 235 28 96 77 42 22 46 2802 67 19
internal_value=0 -0.0189489 0.023146 0.000948772 0.00169169 0.0117217 -0.0366614 -0.0314579 0.0181442 -0.0107868 0.00635234 -0.0406262 -0.0359358 -0.0344807 -0.0225873 -0.0134262 -0.0330238 -0.0448547 0.0228542 0.0120134 -0.0530096 -0.00543373 -0.0174697 -0.00717022 -0.0329539 -0.0447194 -0.0268192 0.0334298 0.0184552 0.0032318
internal_weight=0 575.99 506.45 160.347 266.007 210.023 309.983 80.7768 183.625 44.4923 33.5906 286.067 55.984 215.032 100.18 84.4155 52.2793 114.853 166.798 76.0346 91.053 34.2093 26.2192 21.812 26.3977 44.8764 21.2709 346.103 32.1362 19.3346
internal_count=6379 2486 3893 966 1473 1239 1013 329 1162 217 180 898 234 705 358 314 172 347 1085 465 254 168 124 115 77 139 68 2927 142 75
is_linear=0
shrinkage=0.05


Tree=31
num_leaves=31
num_cat=0
split_feature=2 3 0 2 3 5 1 3 9 0 2 5 1 0 0 4 0 2 7 0 10 10 1 5 7 4 0 0 1 8
split_gain=191.015 84.2319 46.2432 68.3798 40.157 24.1047 23.3141 16.9294 16.1508 16.1082 13.31 13.0822 11.8276 10.6124 18.0088 21.0971 17.3401 11.6888 6.5687 7.5722 6.51171 6.50482 6.69247 6.27239 5.52135 5.18287 5.82254 4.76524 4.49932 4.77606
threshold=59.500000000000007 989.50000000000011 5230.0000000000009 87.500000000000014 2380.0000000000005 2.5000000000000004 0.92400000000000015 591.50000000000011 0.80000000000000016 8426.5000000000018 74.500000000000014 2.5000000000000004 0.68950000000000011 2099.5000000000005 1067.5000000000002 0.64450000000000018 1426.5000000000002 51.500000000000007 2.5000000000000004 1978.5000000000002 20.500000000000004 29.500000000000004 0.54250000000000009 3.5000000000000004 2.5000000000000004 0.51050000000000006 1745.5000000000002 2628.5000000000005 0.60550000000000004 3.5000000000000004
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 2 2 2 2 2 2
left_child=1 6 27 7 5 24 11 -4 18 10 -9 -1 -6 14 -13 16 -16 20 -7 -20 -15 -21 -23 -14 -3 -18 -27 -2 29 -17
right_child=2 4 3 -5 12 8 -8 9 -10 -11 -12 13 23 17 15 28 25 -19 19 21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.059229737355751655 -0.0073119989730115109 0.0070372291322962008 0.056805085607533418 -0.033847072149243027 0.054296931669881122 -0.031935882390114897 -0.010762796459953263 0.030769954926348958 0.028541304137408064 0.063596422823744697 -0.033037172380780681 0.071643815399764971 0.038466094569545389 0.0047119544118336756 -0.037875124206734966 -0.018838253467070555 0.060849378705049861 0.013655171120681688 -0.026283500006036315 -0.034062053190652454 0.056711451654218203 0.053541729431695932 -0.00022062793775697427 -0.015801314053442466 0.053130139966236646 -0.016232796688777883 0.042714610508636064 -0.034747688147892683 -0.041447395051474829 0.036338615535096451
leaf_weight=71.034172311425209 16.625413328409195 11.555027142167093 36.284463040530682 79.56972873955965 34.171984732151031 90.7630465477705 23.916034489870071 14.047969043254851 16.827799126505852 10.901670582592486 19.542670510709286 15.764271914958952 9.2330830693244952 6.4820115417242041 7.4028931707143775 13.865911260247232 23.605471953749657 23.799590602517128 41.825248926877975 7.9900615066289893 84.570975214242935 8.6273484826087969 17.591894298791885 12.578930735588072 14.842643350362776 5.7358071058988598 15.5351305603981 329.47806403040886 12.801640048623083 5.4686714857816687
leaf_count=193 125 35 112 637 119 620 115 47 77 37 133 44 38 19 33 56 71 93 297 44 235 28 96 77 42 22 46 2802 67 19
internal_value=0 0.0189489 -0.023146 -0.000948772 -0.00169169 -0.0117217 0.0366614 0.0314579 -0.0181442 0.0107868 -0.00635234 0.0406262 0.0359358 0.0344807 0.0225873 0.0134262 0.0330238 0.0448547 -0.0228542 -0.0120134 0.0530096 0.00543373 0.0174697 0.00717022 0.0329539 0.0447194 0.0268192 -0.0334298 -0.0184552 -0.0032318
internal_weight=0 575.99 506.45 160.347 266.007 210.023 309.983 80.7768 183.625 44.4923 33.5906 286.067 55.984 215.032 100.18 84.4155 52.2793 114.853 166.798 76.0346 91.053 34.2093 26.2192 21.812 26.3977 44.8764 21.2709 346.103 32.1362 19.3346
internal_count=6379 2486 3893 966 1473 1239 1013 329 1162 217 180 898 234 705 358 314 172 347 1085 465 254 168 124 115 77 139 68 2927 142 75
is_linear=0
shrinkage=0.05


Tree=32
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=33
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 3 3 0 2 0 2 1 1 7 0 5 0 0 10 4 0 9 1 10 6 0 3 1 2 4
split_gain=172.272 74.7509 43.3772 61.7647 38.0656 22.0896 14.8266 13.984 15.6517 13.844 11.9068 10.2693 10.2693 11.0336 9.64234 9.53406 9.28843 11.5972 6.21664 6.0831 7.39222 7.78029 6.02814 4.83172 4.7522 4.7289 4.63369 4.46676 4.22748 4.08168
threshold=59.500000000000007 571.00000000000011 5230.0000000000009 87.500000000000014 2.5000000000000004 2325.0000000000005 591.50000000000011 2118.5000000000005 44.500000000000007 8426.5000000000018 74.500000000000014 0.57000000000000006 0.73550000000000015 1.5000000000000002 921.00000000000011 2.5000000000000004 1978.5000000000002 2961.0000000000005 29.500000000000004 0.51050000000000006 1580.5000000000002 0.15650000000000003 0.6775000000000001 24.500000000000004 4245.5000000000009 2730.5000000000005 996.50000000000011 0.8175 63.500000000000007 0.81250000000000011
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=1 11 25 6 27 7 -4 14 18 10 -8 23 13 -7 -6 -13 -17 -18 -9 20 -16 -22 24 -1 -10 26 28 -3 -2 -15
right_child=2 4 3 -5 5 12 9 8 22 -11 -12 15 -14 29 19 16 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016038278476097869 -0.054640747458520267 -0.048610046113390613 -0.053459434501118598 0.033437829897469594 -0.056310553181269055 0.018570578260311884 -0.028231877436621242 0.015617963182864467 -0.026701241172600976 -0.058636271355800233 0.032479859157966577 -0.052239202355920125 0.0095712458612477996 -0.063750472112850093 0.027834456443399987 0.007251042568427549 -0.043641203045367241 0.014248585466716158 -0.045007208596591776 0.030837834942196315 -0.070597281523079716 0.011147563616328278 0.026076761884360363 -0.048507361555376161 0.016956076433445346 0.034560986893205026 0.028373166353682991 -0.0054290672946628099 0.021034679693551626 -0.014885403969881151
leaf_weight=12.446298763155935 4.2310027703642872 41.324984416365623 35.994169935584068 75.318432599306107 3.7257682383060446 6.4758281558752051 14.281592130661009 5.1950541734695461 13.498120814561846 11.030620425939558 18.585432440042496 24.677392333745956 15.158404059708117 21.653617240488533 14.37941648066044 26.660308182239532 35.828319758176804 11.40549862384796 22.728457182645798 101.38222089409828 5.2891935706138593 6.4732704311609268 32.549620486795902 144.2690911591053 11.581667974591253 307.83981558680534 12.106459990143774 7.0039431154727927 3.2732071205973625 5.3242594599723807
leaf_count=36 22 113 112 637 10 31 47 24 53 37 133 68 92 75 93 109 107 48 70 786 22 29 211 402 57 2776 100 27 29 23
internal_value=0 -0.0178852 0.0227247 0.000953021 -0.00153826 0.00589347 -0.0296722 0.0127238 -0.00300465 -0.0101677 0.006099 -0.0379754 -0.0245687 -0.0400381 0.0229761 -0.0253308 -0.0163445 -0.0296626 -0.0337281 0.0252926 0.00378709 -0.0256104 0.011882 -0.0459287 -0.0065406 0.0330444 0.00923805 -0.0423522 -0.0216324 -0.0541066
internal_weight=0 569.031 482.661 155.21 313.744 265.415 79.8918 216.803 85.5529 43.8976 32.867 255.287 48.6121 33.4537 131.25 98.5715 73.8941 47.2338 27.9235 127.524 26.1419 11.7625 57.6294 156.715 25.0798 327.45 19.6107 48.3289 7.50421 26.9779
internal_count=6379 2486 3893 966 1716 1576 329 1355 415 217 180 770 221 129 940 332 264 155 94 930 144 51 321 438 110 2927 151 140 51 98
is_linear=0
shrinkage=0.05


Tree=34
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 3 3 0 2 0 2 1 1 7 0 5 0 0 10 4 0 9 1 10 6 0 3 1 2 4
split_gain=172.272 74.7509 43.3772 61.7647 38.0656 22.0896 14.8266 13.984 15.6517 13.844 11.9068 10.2693 10.2693 11.0336 9.64234 9.53406 9.28843 11.5972 6.21664 6.0831 7.39222 7.78029 6.02814 4.83172 4.7522 4.7289 4.63369 4.46676 4.22748 4.08168
threshold=59.500000000000007 571.00000000000011 5230.0000000000009 87.500000000000014 2.5000000000000004 2325.0000000000005 591.50000000000011 2118.5000000000005 44.500000000000007 8426.5000000000018 74.500000000000014 0.57000000000000006 0.73550000000000015 1.5000000000000002 921.00000000000011 2.5000000000000004 1978.5000000000002 2961.0000000000005 29.500000000000004 0.51050000000000006 1580.5000000000002 0.15650000000000003 0.6775000000000001 24.500000000000004 4245.5000000000009 2730.5000000000005 996.50000000000011 0.8175 63.500000000000007 0.81250000000000011
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=1 11 25 6 27 7 -4 14 18 10 -8 23 13 -7 -6 -13 -17 -18 -9 20 -16 -22 24 -1 -10 26 28 -3 -2 -15
right_child=2 4 3 -5 5 12 9 8 22 -11 -12 15 -14 29 19 16 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016038278476097869 0.054640747458520267 0.048610046113390613 0.053459434501118598 -0.033437829897469594 0.056310553181269055 -0.018570578260311884 0.028231877436621242 -0.015617963182864467 0.026701241172600976 0.058636271355800233 -0.032479859157966577 0.052239202355920125 -0.0095712458612477996 0.063750472112850093 -0.027834456443399987 -0.007251042568427549 0.043641203045367241 -0.014248585466716158 0.045007208596591776 -0.030837834942196315 0.070597281523079716 -0.011147563616328278 -0.026076761884360363 0.048507361555376161 -0.016956076433445346 -0.034560986893205026 -0.028373166353682991 0.0054290672946628099 -0.021034679693551626 0.014885403969881151
leaf_weight=12.446298763155935 4.2310027703642872 41.324984416365623 35.994169935584068 75.318432599306107 3.7257682383060446 6.4758281558752051 14.281592130661009 5.1950541734695461 13.498120814561846 11.030620425939558 18.585432440042496 24.677392333745956 15.158404059708117 21.653617240488533 14.37941648066044 26.660308182239532 35.828319758176804 11.40549862384796 22.728457182645798 101.38222089409828 5.2891935706138593 6.4732704311609268 32.549620486795902 144.2690911591053 11.581667974591253 307.83981558680534 12.106459990143774 7.0039431154727927 3.2732071205973625 5.3242594599723807
leaf_count=36 22 113 112 637 10 31 47 24 53 37 133 68 92 75 93 109 107 48 70 786 22 29 211 402 57 2776 100 27 29 23
internal_value=0 0.0178852 -0.0227247 -0.000953021 0.00153826 -0.00589347 0.0296722 -0.0127238 0.00300465 0.0101677 -0.006099 0.0379754 0.0245687 0.0400381 -0.0229761 0.0253308 0.0163445 0.0296626 0.0337281 -0.0252926 -0.00378709 0.0256104 -0.011882 0.0459287 0.0065406 -0.0330444 -0.00923805 0.0423522 0.0216324 0.0541066
internal_weight=0 569.031 482.661 155.21 313.744 265.415 79.8918 216.803 85.5529 43.8976 32.867 255.287 48.6121 33.4537 131.25 98.5715 73.8941 47.2338 27.9235 127.524 26.1419 11.7625 57.6294 156.715 25.0798 327.45 19.6107 48.3289 7.50421 26.9779
internal_count=6379 2486 3893 966 1716 1576 329 1355 415 217 180 770 221 129 940 332 264 155 94 930 144 51 321 438 110 2927 151 140 51 98
is_linear=0
shrinkage=0.05


Tree=35
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=36
num_leaves=31
num_cat=0
split_feature=2 3 0 2 3 1 5 9 6 5 3 4 7 4 10 0 0 4 2 7 1 0 7 0 10 1 0 5 1 0
split_gain=155.612 65.6656 40.6977 55.8917 31.4389 18.7887 18.6476 13.8619 13.628 11.2233 9.97661 9.96278 9.13248 8.91145 8.54871 8.70842 7.69568 10.6707 7.12492 6.54313 6.51654 6.78535 6.21267 6.57118 5.60247 5.27458 5.14579 4.87766 6.2036 4.67637
threshold=59.500000000000007 989.50000000000011 5230.0000000000009 87.500000000000014 2380.0000000000005 0.92400000000000015 2.5000000000000004 0.80000000000000016 3220.5000000000005 2.5000000000000004 591.50000000000011 0.81950000000000001 1.5000000000000002 1.0645000000000002 23.500000000000004 1920.5000000000002 1067.5000000000002 0.50150000000000017 71.500000000000014 1.5000000000000002 0.6605000000000002 1873.5000000000002 2.5000000000000004 1978.5000000000002 29.500000000000004 0.74800000000000011 1580.5000000000002 1.5000000000000002 0.56650000000000011 2628.5000000000005
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=1 5 29 8 6 9 27 22 -4 -1 -10 18 -11 19 -14 16 -16 26 -12 -6 -21 -22 -8 -24 -25 -26 -18 -3 -29 -2
right_child=2 4 3 -5 13 -7 7 -9 10 12 11 -13 14 -15 15 -17 17 -19 -20 20 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.053687485068274143 0.0064830679341693308 -0.056340379759081544 0.037211754335640661 0.033035435326601775 0.0013837792812734049 0.010415989969183831 0.031077350806186139 -0.025681163110045643 -0.054225360163842308 -0.0051638345881531945 -0.029819947344222792 -0.042768741943315869 0.0076666991012635912 0.040536447561952765 -0.059066455468952783 -0.045791083495909227 -0.0095517243681450537 0.0060953517941397762 0.033341051693382882 -0.059457608366904814 0.024471474089860692 -0.043267417619409623 0.025107646744030945 0.033072830849827997 -0.030507282848785656 0.018920081693854104 -0.061647822810693413 -0.039538976196687878 0.021976152965421287 0.034116396575571903
leaf_weight=68.987807497382164 16.152633562684059 9.6802408695220965 7.2605481445789328 71.290339112281799 9.4141078293323499 23.452180616557598 83.50846753269434 17.062581315636635 34.14349353313446 30.514944911003113 7.2973663210868862 18.625297531485558 11.16640020906925 4.0492280572652808 11.431478053331373 110.91988003253937 7.7271155118942287 28.635862484574318 11.503746718168257 27.383080005645752 5.6994415223598507 10.521657034754751 38.634110748767853 7.4600841626524916 18.468515992164615 7.6263350397348395 12.261720806360243 9.0407151281833666 7.49717092514038 293.57386158406734
leaf_count=193 125 27 56 637 45 115 620 77 103 118 21 66 38 25 32 332 28 122 83 86 37 41 297 44 74 50 35 25 25 2802
internal_value=0 -0.016914 0.0223196 0.000953907 0.00175677 -0.032583 0.0111397 0.0171026 -0.028059 -0.0361635 -0.0346806 -0.0168501 -0.0304786 -0.0309587 -0.0347196 -0.0374879 -0.0221524 -0.013474 0.00882607 -0.0364191 -0.0445807 -0.0194667 0.0217911 0.0110488 -0.00513806 -0.0160619 -0.041509 -0.0281519 -0.0116521 0.0326753
internal_weight=0 561.143 459.847 150.121 256.046 305.097 198.978 172.76 78.8305 281.645 71.5699 37.4264 212.657 57.0675 182.142 170.976 60.0562 48.6247 18.8011 53.0183 43.6042 16.2211 155.698 72.189 33.5549 26.0949 19.9888 26.2181 16.5379 309.726
internal_count=6379 2486 3893 966 1473 1013 1239 1162 329 898 273 170 705 234 587 549 217 185 104 209 164 78 1085 465 168 124 63 77 50 2927
is_linear=0
shrinkage=0.05


Tree=37
num_leaves=31
num_cat=0
split_feature=2 3 0 2 3 1 5 9 6 5 3 4 7 4 10 0 0 4 2 7 1 0 7 0 10 1 0 5 1 0
split_gain=155.612 65.6656 40.6977 55.8917 31.4389 18.7887 18.6476 13.8619 13.628 11.2233 9.97661 9.96278 9.13248 8.91145 8.54871 8.70842 7.69568 10.6707 7.12492 6.54313 6.51654 6.78535 6.21267 6.57118 5.60247 5.27458 5.14579 4.87766 6.2036 4.67637
threshold=59.500000000000007 989.50000000000011 5230.0000000000009 87.500000000000014 2380.0000000000005 0.92400000000000015 2.5000000000000004 0.80000000000000016 3220.5000000000005 2.5000000000000004 591.50000000000011 0.81950000000000001 1.5000000000000002 1.0645000000000002 23.500000000000004 1920.5000000000002 1067.5000000000002 0.50150000000000017 71.500000000000014 1.5000000000000002 0.6605000000000002 1873.5000000000002 2.5000000000000004 1978.5000000000002 29.500000000000004 0.74800000000000011 1580.5000000000002 1.5000000000000002 0.56650000000000011 2628.5000000000005
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=1 5 29 8 6 9 27 22 -4 -1 -10 18 -11 19 -14 16 -16 26 -12 -6 -21 -22 -8 -24 -25 -26 -18 -3 -29 -2
right_child=2 4 3 -5 13 -7 7 -9 10 12 11 -13 14 -15 15 -17 17 -19 -20 20 21 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.053687485068274143 -0.0064830679341693308 0.056340379759081544 -0.037211754335640661 -0.033035435326601775 -0.0013837792812734049 -0.010415989969183831 -0.031077350806186139 0.025681163110045643 0.054225360163842308 0.0051638345881531945 0.029819947344222792 0.042768741943315869 -0.0076666991012635912 -0.040536447561952765 0.059066455468952783 0.045791083495909227 0.0095517243681450537 -0.0060953517941397762 -0.033341051693382882 0.059457608366904814 -0.024471474089860692 0.043267417619409623 -0.025107646744030945 -0.033072830849827997 0.030507282848785656 -0.018920081693854104 0.061647822810693413 0.039538976196687878 -0.021976152965421287 -0.034116396575571903
leaf_weight=68.987807497382164 16.152633562684059 9.6802408695220965 7.2605481445789328 71.290339112281799 9.4141078293323499 23.452180616557598 83.50846753269434 17.062581315636635 34.14349353313446 30.514944911003113 7.2973663210868862 18.625297531485558 11.16640020906925 4.0492280572652808 11.431478053331373 110.91988003253937 7.7271155118942287 28.635862484574318 11.503746718168257 27.383080005645752 5.6994415223598507 10.521657034754751 38.634110748767853 7.4600841626524916 18.468515992164615 7.6263350397348395 12.261720806360243 9.0407151281833666 7.49717092514038 293.57386158406734
leaf_count=193 125 27 56 637 45 115 620 77 103 118 21 66 38 25 32 332 28 122 83 86 37 41 297 44 74 50 35 25 25 2802
internal_value=0 0.016914 -0.0223196 -0.000953907 -0.00175677 0.032583 -0.0111397 -0.0171026 0.028059 0.0361635 0.0346806 0.0168501 0.0304786 0.0309587 0.0347196 0.0374879 0.0221524 0.013474 -0.00882607 0.0364191 0.0445807 0.0194667 -0.0217911 -0.0110488 0.00513806 0.0160619 0.041509 0.0281519 0.0116521 -0.0326753
internal_weight=0 561.143 459.847 150.121 256.046 305.097 198.978 172.76 78.8305 281.645 71.5699 37.4264 212.657 57.0675 182.142 170.976 60.0562 48.6247 18.8011 53.0183 43.6042 16.2211 155.698 72.189 33.5549 26.0949 19.9888 26.2181 16.5379 309.726
internal_count=6379 2486 3893 966 1473 1013 1239 1162 329 898 273 170 705 234 587 549 217 185 104 209 164 78 1085 465 168 124 63 77 50 2927
is_linear=0
shrinkage=0.05


Tree=38
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=39
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 0 1 2 5 8 3 0 2 5 0 0 4 0 4 2 0 1 2 3 0 4 0 4 0 4
split_gain=140.965 55.0768 35.7929 57.1274 26.3257 15.5582 14.1576 13.9469 11.9969 10.3148 9.14288 9.35857 14.0422 8.28053 9.45031 13.3052 14.8603 14.4849 7.94705 6.95052 6.35635 6.034 5.97965 5.86918 5.25533 8.65477 4.9168 7.84225 5.54765 6.04968
threshold=55.500000000000007 672.50000000000011 5400.5000000000009 87.500000000000014 3.5000000000000004 1978.5000000000002 0.52650000000000008 63.500000000000007 2.5000000000000004 4.5000000000000009 591.50000000000011 8426.5000000000018 68.500000000000014 2.5000000000000004 2099.5000000000005 998.00000000000011 0.64850000000000019 1426.5000000000002 1.0515000000000001 45.500000000000007 921.00000000000011 0.49050000000000005 51.500000000000007 2515.5000000000005 4499.0000000000009 0.84250000000000014 2756.5000000000005 0.57450000000000012 2509.5000000000005 0.82850000000000013
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=1 13 7 10 6 20 -3 8 -2 23 -4 12 -12 -1 15 -15 17 -17 19 -7 -6 -18 -16 -8 26 -26 27 -10 -29 -30
right_child=2 4 3 -5 5 18 9 -9 24 -11 11 -13 -14 14 22 16 21 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.051679709427215947 -0.037687113506062776 -0.041760085319173919 -0.049140403616224508 0.032562768368519034 -0.047956254591756793 -0.031704818490675406 0.0083319144894666922 0.034284455958330316 -0.056986285102310699 -0.083892563464144004 -0.051415805407032361 -0.052562255995359797 0.024821299045809112 -0.065467164454727306 -0.046437890961966134 0.038636963176078877 -0.013701852728603817 -0.0400675500235608 0.037002051031080417 0.0036364443366336536 0.026490508991784484 0.032891223598094953 -0.010048951215046346 -0.03428314255648212 0.026292327714805538 -0.083816801243132899 0.034662794397734613 0.033752251769593115 -0.054037298632245434 0.027465682289682481
leaf_weight=57.854134023189545 10.987441390752791 47.047452338039875 36.156037703156471 66.424354277551174 2.9621358513832083 29.091578915715218 44.83276791870594 260.449174053967 4.0639257356524494 3.8624940067529669 8.767554849386217 11.412759423255919 19.416047863662243 12.864231348037718 78.759166672825813 6.8645415008068076 10.699339866638185 39.397749811410904 8.5359510704874975 26.662699349224567 89.447161808609962 19.822260960936546 13.178625136613844 9.8558043241500837 4.0439016819000235 3.1943426877260208 37.552820630371571 17.822304569184784 4.659150727093218 4.4527337476611137
leaf_count=165 41 176 115 628 8 102 252 2671 22 15 25 38 127 37 224 27 32 112 66 126 697 86 41 37 29 17 292 116 25 30
internal_value=0 -0.017868 0.0198477 -0.00128362 -0.00204033 0.0109631 -0.0213363 0.0285003 0.0111397 -0.00492527 -0.0309622 -0.0143634 0.00110492 -0.0352066 -0.0299582 -0.018407 -0.0105226 -0.0283891 -0.00792559 -0.014804 0.0241042 0.016558 -0.0412218 0.000651962 0.0182184 -0.0223004 0.0224967 0.00775803 0.0175269 -0.014209
internal_weight=0 501.738 489.403 142.177 262.298 156.7 105.599 347.226 86.7766 58.5511 75.7524 39.5964 28.1836 239.44 181.586 89.6481 76.7839 46.2623 64.2902 55.7543 92.4093 30.5216 91.9378 54.6886 75.7892 7.23824 68.5509 30.9981 26.9342 9.11188
internal_count=6379 2203 4176 933 1479 999 480 3243 572 304 305 190 152 724 559 294 257 139 294 228 705 118 265 289 531 46 485 193 171 55
is_linear=0
shrinkage=0.05


Tree=40
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 0 1 2 5 8 3 0 2 5 0 0 4 0 4 2 0 1 2 3 0 4 0 4 0 4
split_gain=140.965 55.0768 35.7929 57.1274 26.3257 15.5582 14.1576 13.9469 11.9969 10.3148 9.14288 9.35857 14.0422 8.28053 9.45031 13.3052 14.8603 14.4849 7.94705 6.95052 6.35635 6.034 5.97965 5.86918 5.25533 8.65477 4.9168 7.84225 5.54765 6.04968
threshold=55.500000000000007 672.50000000000011 5400.5000000000009 87.500000000000014 3.5000000000000004 1978.5000000000002 0.52650000000000008 63.500000000000007 2.5000000000000004 4.5000000000000009 591.50000000000011 8426.5000000000018 68.500000000000014 2.5000000000000004 2099.5000000000005 998.00000000000011 0.64850000000000019 1426.5000000000002 1.0515000000000001 45.500000000000007 921.00000000000011 0.49050000000000005 51.500000000000007 2515.5000000000005 4499.0000000000009 0.84250000000000014 2756.5000000000005 0.57450000000000012 2509.5000000000005 0.82850000000000013
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=1 13 7 10 6 20 -3 8 -2 23 -4 12 -12 -1 15 -15 17 -17 19 -7 -6 -18 -16 -8 26 -26 27 -10 -29 -30
right_child=2 4 3 -5 5 18 9 -9 24 -11 11 -13 -14 14 22 16 21 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.051679709427215947 0.037687113506062776 0.041760085319173919 0.049140403616224508 -0.032562768368519034 0.047956254591756793 0.031704818490675406 -0.0083319144894666922 -0.034284455958330316 0.056986285102310699 0.083892563464144004 0.051415805407032361 0.052562255995359797 -0.024821299045809112 0.065467164454727306 0.046437890961966134 -0.038636963176078877 0.013701852728603817 0.0400675500235608 -0.037002051031080417 -0.0036364443366336536 -0.026490508991784484 -0.032891223598094953 0.010048951215046346 0.03428314255648212 -0.026292327714805538 0.083816801243132899 -0.034662794397734613 -0.033752251769593115 0.054037298632245434 -0.027465682289682481
leaf_weight=57.854134023189545 10.987441390752791 47.047452338039875 36.156037703156471 66.424354277551174 2.9621358513832083 29.091578915715218 44.83276791870594 260.449174053967 4.0639257356524494 3.8624940067529669 8.767554849386217 11.412759423255919 19.416047863662243 12.864231348037718 78.759166672825813 6.8645415008068076 10.699339866638185 39.397749811410904 8.5359510704874975 26.662699349224567 89.447161808609962 19.822260960936546 13.178625136613844 9.8558043241500837 4.0439016819000235 3.1943426877260208 37.552820630371571 17.822304569184784 4.659150727093218 4.4527337476611137
leaf_count=165 41 176 115 628 8 102 252 2671 22 15 25 38 127 37 224 27 32 112 66 126 697 86 41 37 29 17 292 116 25 30
internal_value=0 0.017868 -0.0198477 0.00128362 0.00204033 -0.0109631 0.0213363 -0.0285003 -0.0111397 0.00492527 0.0309622 0.0143634 -0.00110492 0.0352066 0.0299582 0.018407 0.0105226 0.0283891 0.00792559 0.014804 -0.0241042 -0.016558 0.0412218 -0.000651962 -0.0182184 0.0223004 -0.0224967 -0.00775803 -0.0175269 0.014209
internal_weight=0 501.738 489.403 142.177 262.298 156.7 105.599 347.226 86.7766 58.5511 75.7524 39.5964 28.1836 239.44 181.586 89.6481 76.7839 46.2623 64.2902 55.7543 92.4093 30.5216 91.9378 54.6886 75.7892 7.23824 68.5509 30.9981 26.9342 9.11188
internal_count=6379 2203 4176 933 1479 999 480 3243 572 304 305 190 152 724 559 294 257 139 294 228 705 118 265 289 531 46 485 193 171 55
is_linear=0
shrinkage=0.05


Tree=41
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=42
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 1 0 0 4 0 6 2 5 1 3 4 0 0 4 0 2 3 6 2 3 1 0 0 0 2
split_gain=127.445 51.9472 35.8797 46.253 27.8903 17.3325 15.4998 12.0929 11.9594 18.9697 11.446 8.54294 8.50319 10.2248 8.13704 8.0722 6.4843 9.18021 13.481 9.04352 5.90596 5.37222 8.73767 4.8196 5.69594 4.76414 4.39833 4.39438 6.06809 4.21362
threshold=59.500000000000007 571.00000000000011 5230.0000000000009 87.500000000000014 2.5000000000000004 0.74800000000000011 2279.5000000000005 1067.5000000000002 0.61950000000000005 1699.0000000000002 3220.5000000000005 50.500000000000007 2.5000000000000004 0.76650000000000007 591.50000000000011 0.81950000000000001 2152.5000000000005 1067.5000000000002 0.64850000000000019 1476.5000000000002 71.500000000000014 2325.0000000000005 10605.000000000002 63.500000000000007 969.50000000000011 0.49050000000000005 3727.5000000000005 2908.0000000000005 4516.5000000000009 40.500000000000007
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=1 12 23 10 -3 6 7 -6 9 -9 -4 -8 -1 16 -12 20 17 -14 19 -19 -16 22 29 24 27 -20 -13 -2 -29 -11
right_child=2 4 3 -5 5 -7 11 8 -10 21 14 26 13 -15 15 -17 -18 18 25 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.048502870664174504 -0.044164985905017717 -0.036474056899569875 0.036943604713469178 0.032244530411691896 -0.054146703750206464 0.024475494352325516 -0.041049857371652156 0.019298970639595514 0.026369355603310465 -0.045270373798315638 -0.049641065917215538 0.015942642939815801 -0.060473794299240505 0.0013927728739144413 -0.025863458504457704 -0.038384279123703124 -0.042474738597201224 0.018733881681276977 -0.010480255407841654 -0.039774887602929451 0.032551072623265107 -0.085038690599056194 -0.082941299274548422 0.034601260694188361 0.031983290684027291 0.035538001657729572 -0.048278137969635718 0.036999161130214488 -0.042872592098757621 0.014942910341651731
leaf_weight=60.119458377361298 5.3372997716069248 47.003942862153053 6.6923631206154814 63.876426413655281 7.7504653409123412 81.298103615641594 34.142546564340591 30.839583724737167 57.274177603423595 4.4155512750148835 32.714582800865173 13.068409092724325 13.248610734939573 27.29913454502821 7.3208539783954647 18.580276608467102 74.585741013288498 7.8974974006414405 9.6810840368270892 40.33702640235424 10.580911263823507 5.2453624606132498 5.1013560891151419 239.0049701705575 22.181470140814781 13.421484664082525 3.3494194298982611 7.3691462948918325 3.5109114050865173 8.4954269155859929
leaf_count=176 28 140 56 637 28 618 104 211 425 18 103 69 38 113 21 66 219 27 29 115 83 17 21 2626 196 53 19 59 18 46
internal_value=0 -0.015175 0.0215513 0.000892964 -0.00112705 0.00549278 -0.00360221 0.00624297 0.0104456 -0.00641339 -0.0254959 -0.0267978 -0.0321509 -0.0268789 -0.0315348 -0.0152983 -0.0317277 -0.0222512 -0.0151525 -0.0301952 0.00866269 -0.0405078 -0.02754 0.0319596 0.0155173 0.0162541 0.00284089 -0.00700431 0.0112252 -0.00565002
internal_weight=0 544.574 417.169 139.765 297.984 250.98 169.682 119.122 111.371 54.0973 75.889 50.5604 246.59 186.471 69.1966 36.482 159.171 84.5857 71.3371 48.2345 17.9018 23.2577 18.0123 277.404 38.3988 23.1026 16.4178 16.2174 10.8801 12.911
internal_count=6379 2486 3893 966 1716 1576 958 766 738 313 329 192 770 594 273 170 481 262 224 142 104 102 85 2927 301 82 88 105 77 64
is_linear=0
shrinkage=0.05


Tree=43
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 1 0 0 4 0 6 2 5 1 3 4 0 0 4 0 2 3 6 2 3 1 0 0 0 2
split_gain=127.445 51.9472 35.8797 46.253 27.8903 17.3325 15.4998 12.0929 11.9594 18.9697 11.446 8.54294 8.50319 10.2248 8.13704 8.0722 6.4843 9.18021 13.481 9.04352 5.90596 5.37222 8.73767 4.8196 5.69594 4.76414 4.39833 4.39438 6.06809 4.21362
threshold=59.500000000000007 571.00000000000011 5230.0000000000009 87.500000000000014 2.5000000000000004 0.74800000000000011 2279.5000000000005 1067.5000000000002 0.61950000000000005 1699.0000000000002 3220.5000000000005 50.500000000000007 2.5000000000000004 0.76650000000000007 591.50000000000011 0.81950000000000001 2152.5000000000005 1067.5000000000002 0.64850000000000019 1476.5000000000002 71.500000000000014 2325.0000000000005 10605.000000000002 63.500000000000007 969.50000000000011 0.49050000000000005 3727.5000000000005 2908.0000000000005 4516.5000000000009 40.500000000000007
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=1 12 23 10 -3 6 7 -6 9 -9 -4 -8 -1 16 -12 20 17 -14 19 -19 -16 22 29 24 27 -20 -13 -2 -29 -11
right_child=2 4 3 -5 5 -7 11 8 -10 21 14 26 13 -15 15 -17 -18 18 25 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.048502870664174504 0.044164985905017717 0.036474056899569875 -0.036943604713469178 -0.032244530411691896 0.054146703750206464 -0.024475494352325516 0.041049857371652156 -0.019298970639595514 -0.026369355603310465 0.045270373798315638 0.049641065917215538 -0.015942642939815801 0.060473794299240505 -0.0013927728739144413 0.025863458504457704 0.038384279123703124 0.042474738597201224 -0.018733881681276977 0.010480255407841654 0.039774887602929451 -0.032551072623265107 0.085038690599056194 0.082941299274548422 -0.034601260694188361 -0.031983290684027291 -0.035538001657729572 0.048278137969635718 -0.036999161130214488 0.042872592098757621 -0.014942910341651731
leaf_weight=60.119458377361298 5.3372997716069248 47.003942862153053 6.6923631206154814 63.876426413655281 7.7504653409123412 81.298103615641594 34.142546564340591 30.839583724737167 57.274177603423595 4.4155512750148835 32.714582800865173 13.068409092724325 13.248610734939573 27.29913454502821 7.3208539783954647 18.580276608467102 74.585741013288498 7.8974974006414405 9.6810840368270892 40.33702640235424 10.580911263823507 5.2453624606132498 5.1013560891151419 239.0049701705575 22.181470140814781 13.421484664082525 3.3494194298982611 7.3691462948918325 3.5109114050865173 8.4954269155859929
leaf_count=176 28 140 56 637 28 618 104 211 425 18 103 69 38 113 21 66 219 27 29 115 83 17 21 2626 196 53 19 59 18 46
internal_value=0 0.015175 -0.0215513 -0.000892964 0.00112705 -0.00549278 0.00360221 -0.00624297 -0.0104456 0.00641339 0.0254959 0.0267978 0.0321509 0.0268789 0.0315348 0.0152983 0.0317277 0.0222512 0.0151525 0.0301952 -0.00866269 0.0405078 0.02754 -0.0319596 -0.0155173 -0.0162541 -0.00284089 0.00700431 -0.0112252 0.00565002
internal_weight=0 544.574 417.169 139.765 297.984 250.98 169.682 119.122 111.371 54.0973 75.889 50.5604 246.59 186.471 69.1966 36.482 159.171 84.5857 71.3371 48.2345 17.9018 23.2577 18.0123 277.404 38.3988 23.1026 16.4178 16.2174 10.8801 12.911
internal_count=6379 2486 3893 966 1716 1576 958 766 738 313 329 192 770 594 273 170 481 262 224 142 104 102 85 2927 301 82 88 105 77 64
is_linear=0
shrinkage=0.05


Tree=44
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=45
num_leaves=31
num_cat=0
split_feature=2 3 3 0 2 1 5 5 9 0 3 1 4 8 10 2 7 1 6 0 0 7 8 0 1 4 0 0 10 5
split_gain=116.04 53.4044 30.4466 30.0977 35.8363 17.0658 13.9693 12.4129 11.5557 10.2557 10.4355 8.45183 7.94477 7.68176 7.15421 6.46219 6.33501 6.31463 5.89661 5.49436 5.46556 5.32729 5.14322 5.04618 4.44846 3.58108 3.39758 6.5688 4.34538 3.39691
threshold=63.500000000000007 989.50000000000011 2380.0000000000005 5230.0000000000009 87.500000000000014 0.64550000000000007 1.5000000000000002 2.5000000000000004 0.80000000000000016 8426.5000000000018 609.50000000000011 0.39200000000000007 1.0515000000000001 2.5000000000000004 21.500000000000004 75.500000000000014 1.5000000000000002 0.6605000000000002 3328.0000000000005 1873.5000000000002 1699.0000000000002 1.5000000000000002 4.5000000000000009 4726.5000000000009 0.70350000000000013 0.84750000000000003 1592.5000000000002 1067.5000000000002 36.500000000000007 5.5000000000000009
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=1 5 6 -2 9 14 -3 -7 11 10 -5 20 13 -9 -1 -12 -4 -18 -15 -19 -8 -16 23 -13 -10 -21 27 -23 -29 -20
right_child=3 2 16 4 -6 7 8 12 24 -11 15 22 -14 18 21 -17 17 19 29 25 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0059458786520289091 0.034381310658104187 -0.045582637973362795 0.006808420179225786 -0.037273992142719203 0.031852275455469085 -0.042080078454875207 0.014286010182810139 0.012903639955052984 -0.034258861147169854 -0.051161546892217559 -0.014244644780489353 0.026925281566521575 0.040029910483971934 -0.046310786018079697 -0.011391445006045808 0.033848133358310585 -0.05055081920500986 0.025701822217566051 -0.015934488148334747 -0.048068381379507419 -0.037368444045183601 -0.051353844074080203 -0.025754310969629109 -0.03511575728489634 0.017079694716715613 0.0052732107178709367 -0.043000469226357078 -0.025895617675424056 0.019874359540955601 0.029259357359993313
leaf_weight=10.175311207771299 224.97310776263475 9.786684185266493 10.851611152291296 18.779711589217186 60.468053638935089 23.339956387877464 10.755660548806192 28.643279358744621 14.836246669292452 20.075205832719803 13.358166389167311 145.55310330539942 10.45698097348213 14.616394236683844 18.436803482472897 14.640104807913302 28.678189359605312 6.0689337253570583 19.366507269442085 9.8256645128130895 9.7753606587648374 15.256449818611143 5.0551543086767188 3.3530178740620604 5.8965175822377196 4.6287078708410254 147.06926415115595 13.805077917873861 8.3055583387613279 5.2944942340254775
leaf_count=33 2626 30 58 66 637 72 70 147 62 66 49 1130 62 59 66 125 95 43 88 38 40 46 31 17 34 22 460 49 32 26
internal_value=0 -0.0129967 0.00353908 0.023387 0.00396029 -0.0269216 0.0127106 -0.0100723 0.0156329 -0.0212677 -0.00843852 0.019826 -0.000540767 -0.00678698 -0.0349661 0.0109027 -0.027771 -0.0353977 -0.0211465 -0.0142235 -0.010308 -0.0370181 0.0238445 0.0255283 -0.0196579 -0.0309869 -0.0395798 -0.0261166 -0.00870275 -0.00623178
internal_weight=0 579.831 265.065 352.294 127.321 314.766 205.012 101.718 195.225 66.8532 46.778 174.492 78.3777 67.9207 213.048 27.9983 60.0531 49.2015 39.2774 20.5233 20.531 202.873 153.961 148.906 20.7328 14.4544 184.436 37.3671 22.1106 24.661
internal_count=6379 2810 1670 3569 943 1140 1414 454 1384 306 240 1288 382 320 686 174 256 198 173 103 110 653 1178 1147 96 60 587 127 81 114
is_linear=0
shrinkage=0.05


Tree=46
num_leaves=31
num_cat=0
split_feature=2 3 3 0 2 1 5 5 9 0 3 1 4 8 10 2 7 1 6 0 0 7 8 0 1 4 0 0 10 5
split_gain=116.04 53.4044 30.4466 30.0977 35.8363 17.0658 13.9693 12.4129 11.5557 10.2557 10.4355 8.45183 7.94477 7.68176 7.15421 6.46219 6.33501 6.31463 5.89661 5.49436 5.46556 5.32729 5.14322 5.04618 4.44846 3.58108 3.39758 6.5688 4.34538 3.39691
threshold=63.500000000000007 989.50000000000011 2380.0000000000005 5230.0000000000009 87.500000000000014 0.64550000000000007 1.5000000000000002 2.5000000000000004 0.80000000000000016 8426.5000000000018 609.50000000000011 0.39200000000000007 1.0515000000000001 2.5000000000000004 21.500000000000004 75.500000000000014 1.5000000000000002 0.6605000000000002 3328.0000000000005 1873.5000000000002 1699.0000000000002 1.5000000000000002 4.5000000000000009 4726.5000000000009 0.70350000000000013 0.84750000000000003 1592.5000000000002 1067.5000000000002 36.500000000000007 5.5000000000000009
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=1 5 6 -2 9 14 -3 -7 11 10 -5 20 13 -9 -1 -12 -4 -18 -15 -19 -8 -16 23 -13 -10 -21 27 -23 -29 -20
right_child=3 2 16 4 -6 7 8 12 24 -11 15 22 -14 18 21 -17 17 19 29 25 -22 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0059458786520289091 -0.034381310658104187 0.045582637973362795 -0.006808420179225786 0.037273992142719203 -0.031852275455469085 0.042080078454875207 -0.014286010182810139 -0.012903639955052984 0.034258861147169854 0.051161546892217559 0.014244644780489353 -0.026925281566521575 -0.040029910483971934 0.046310786018079697 0.011391445006045808 -0.033848133358310585 0.05055081920500986 -0.025701822217566051 0.015934488148334747 0.048068381379507419 0.037368444045183601 0.051353844074080203 0.025754310969629109 0.03511575728489634 -0.017079694716715613 -0.0052732107178709367 0.043000469226357078 0.025895617675424056 -0.019874359540955601 -0.029259357359993313
leaf_weight=10.175311207771299 224.97310776263475 9.786684185266493 10.851611152291296 18.779711589217186 60.468053638935089 23.339956387877464 10.755660548806192 28.643279358744621 14.836246669292452 20.075205832719803 13.358166389167311 145.55310330539942 10.45698097348213 14.616394236683844 18.436803482472897 14.640104807913302 28.678189359605312 6.0689337253570583 19.366507269442085 9.8256645128130895 9.7753606587648374 15.256449818611143 5.0551543086767188 3.3530178740620604 5.8965175822377196 4.6287078708410254 147.06926415115595 13.805077917873861 8.3055583387613279 5.2944942340254775
leaf_count=33 2626 30 58 66 637 72 70 147 62 66 49 1130 62 59 66 125 95 43 88 38 40 46 31 17 34 22 460 49 32 26
internal_value=0 0.0129967 -0.00353908 -0.023387 -0.00396029 0.0269216 -0.0127106 0.0100723 -0.0156329 0.0212677 0.00843852 -0.019826 0.000540767 0.00678698 0.0349661 -0.0109027 0.027771 0.0353977 0.0211465 0.0142235 0.010308 0.0370181 -0.0238445 -0.0255283 0.0196579 0.0309869 0.0395798 0.0261166 0.00870275 0.00623178
internal_weight=0 579.831 265.065 352.294 127.321 314.766 205.012 101.718 195.225 66.8532 46.778 174.492 78.3777 67.9207 213.048 27.9983 60.0531 49.2015 39.2774 20.5233 20.531 202.873 153.961 148.906 20.7328 14.4544 184.436 37.3671 22.1106 24.661
internal_count=6379 2810 1670 3569 943 1140 1414 454 1384 306 240 1288 382 320 686 174 256 198 173 103 110 653 1178 1147 96 60 587 127 81 114
is_linear=0
shrinkage=0.05


Tree=47
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=48
num_leaves=31
num_cat=0
split_feature=2 3 0 2 0 0 2 4 0 4 1 0 1 4 4 3 0 7 6 4 5 10 6 0 0 0 2 1 0 2
split_gain=105.848 39.3535 29.4904 41.2004 18.1776 17.1774 12.8711 12.0372 15.6065 10.9482 9.9994 9.03738 10.1702 8.66269 7.67044 7.47276 6.56358 6.55112 6.54274 6.10138 5.73029 5.68758 5.2555 4.7699 9.08305 8.1316 4.72064 6.12353 4.65882 5.71564
threshold=55.500000000000007 989.50000000000011 5230.0000000000009 87.500000000000014 2073.5000000000005 998.00000000000011 63.500000000000007 0.61950000000000005 1699.0000000000002 1.0595000000000001 0.64550000000000007 4499.0000000000009 0.6755000000000001 0.86450000000000016 1.0565000000000002 591.50000000000011 2961.0000000000005 1.5000000000000002 2209.5000000000005 0.55150000000000021 3.5000000000000004 19.500000000000004 14705.000000000002 1978.5000000000002 1067.5000000000002 3251.5000000000005 68.500000000000014 0.93150000000000011 2171.5000000000005 49.500000000000007
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=1 10 6 13 5 -3 11 8 -7 17 21 16 -13 15 23 -4 18 -6 -2 -20 -19 -1 -22 24 -12 -25 -17 -28 29 -23
right_child=2 4 3 -5 9 7 -8 -9 -10 -11 14 12 -14 -15 -16 26 -18 20 19 -21 22 28 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.012878427908460804 -0.045509356008424214 -0.045727945503143269 -0.035544311598926646 0.03146035504226246 0.016946238859771826 0.019629968960367464 0.034168339783885747 0.031767495886755905 -0.037536484879658445 0.033606494283075466 -0.051961622142291067 -0.070315052887534091 0.019700259663838919 -0.043695525451604461 0.040579968337005362 -0.027736969607360586 0.03422105396442765 -0.046900328752208106 -0.042793087259442066 0.021242897131351308 -0.024646559526773248 -0.031653498077015486 0.029818052566863568 -0.041402764663692422 0.014134823638969347 0.020631441885283347 0.031300421245712445 -0.049990736561230265 -0.044908895573725162 0.020096667524552504
leaf_weight=6.2306225746870032 5.7456351593136779 11.719023421406744 17.124355599284172 57.249364726245403 8.3941736742854101 34.473877288401127 211.73166014254093 66.985353134572506 18.263996623456478 9.1078985258936864 6.8761266842484501 6.6875044107437116 5.9117901995778084 33.440599471330643 6.3062423244118682 7.1607805341482189 32.826405942440033 28.143651112914085 4.3079078197479275 27.247636638581753 30.353899069130421 104.09088882803917 5.1859180331230155 28.046659983694553 21.294589035212994 6.5085774064064017 16.447297982871536 2.6964145898818961 79.280914187431335 5.6238525733351699
leaf_count=19 29 36 60 637 42 247 2626 595 86 69 21 25 37 117 36 21 276 91 19 186 110 341 23 88 111 23 129 14 244 21
internal_value=0 -0.0154569 0.0187824 -0.000651657 0.00055556 0.012045 0.0276341 0.0177001 -0.000167718 -0.0180463 -0.0283409 0.0109103 -0.0280784 -0.0245674 -0.0119846 -0.00983863 0.0179151 -0.0245733 0.0035653 0.0125008 -0.030046 -0.0341245 -0.0166992 -0.0172692 -0.00199851 -0.0297184 0.0068959 0.0198505 -0.035674 -0.0290008
internal_weight=0 476.886 428.577 134.119 212.628 131.442 294.459 119.723 52.7379 81.1855 264.258 82.7269 12.5993 76.8694 69.0322 43.4288 70.1276 72.0776 37.3012 31.5555 63.6835 195.226 35.5398 62.726 28.1707 34.5552 26.3045 19.1437 188.996 109.715
internal_count=6379 2203 4176 978 1299 964 3198 928 333 335 904 572 62 341 279 224 510 266 234 205 224 625 133 243 132 111 164 143 606 362
is_linear=0
shrinkage=0.05


Tree=49
num_leaves=31
num_cat=0
split_feature=2 3 0 2 0 0 2 4 0 4 1 0 1 4 4 3 0 7 6 4 5 10 6 0 0 0 2 1 0 2
split_gain=105.848 39.3535 29.4904 41.2004 18.1776 17.1774 12.8711 12.0372 15.6065 10.9482 9.9994 9.03738 10.1702 8.66269 7.67044 7.47276 6.56358 6.55112 6.54274 6.10138 5.73029 5.68758 5.2555 4.7699 9.08305 8.1316 4.72064 6.12353 4.65882 5.71564
threshold=55.500000000000007 989.50000000000011 5230.0000000000009 87.500000000000014 2073.5000000000005 998.00000000000011 63.500000000000007 0.61950000000000005 1699.0000000000002 1.0595000000000001 0.64550000000000007 4499.0000000000009 0.6755000000000001 0.86450000000000016 1.0565000000000002 591.50000000000011 2961.0000000000005 1.5000000000000002 2209.5000000000005 0.55150000000000021 3.5000000000000004 19.500000000000004 14705.000000000002 1978.5000000000002 1067.5000000000002 3251.5000000000005 68.500000000000014 0.93150000000000011 2171.5000000000005 49.500000000000007
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=1 10 6 13 5 -3 11 8 -7 17 21 16 -13 15 23 -4 18 -6 -2 -20 -19 -1 -22 24 -12 -25 -17 -28 29 -23
right_child=2 4 3 -5 9 7 -8 -9 -10 -11 14 12 -14 -15 -16 26 -18 20 19 -21 22 28 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.012878427908460804 0.045509356008424214 0.045727945503143269 0.035544311598926646 -0.03146035504226246 -0.016946238859771826 -0.019629968960367464 -0.034168339783885747 -0.031767495886755905 0.037536484879658445 -0.033606494283075466 0.051961622142291067 0.070315052887534091 -0.019700259663838919 0.043695525451604461 -0.040579968337005362 0.027736969607360586 -0.03422105396442765 0.046900328752208106 0.042793087259442066 -0.021242897131351308 0.024646559526773248 0.031653498077015486 -0.029818052566863568 0.041402764663692422 -0.014134823638969347 -0.020631441885283347 -0.031300421245712445 0.049990736561230265 0.044908895573725162 -0.020096667524552504
leaf_weight=6.2306225746870032 5.7456351593136779 11.719023421406744 17.124355599284172 57.249364726245403 8.3941736742854101 34.473877288401127 211.73166014254093 66.985353134572506 18.263996623456478 9.1078985258936864 6.8761266842484501 6.6875044107437116 5.9117901995778084 33.440599471330643 6.3062423244118682 7.1607805341482189 32.826405942440033 28.143651112914085 4.3079078197479275 27.247636638581753 30.353899069130421 104.09088882803917 5.1859180331230155 28.046659983694553 21.294589035212994 6.5085774064064017 16.447297982871536 2.6964145898818961 79.280914187431335 5.6238525733351699
leaf_count=19 29 36 60 637 42 247 2626 595 86 69 21 25 37 117 36 21 276 91 19 186 110 341 23 88 111 23 129 14 244 21
internal_value=0 0.0154569 -0.0187824 0.000651657 -0.00055556 -0.012045 -0.0276341 -0.0177001 0.000167718 0.0180463 0.0283409 -0.0109103 0.0280784 0.0245674 0.0119846 0.00983863 -0.0179151 0.0245733 -0.0035653 -0.0125008 0.030046 0.0341245 0.0166992 0.0172692 0.00199851 0.0297184 -0.0068959 -0.0198505 0.035674 0.0290008
internal_weight=0 476.886 428.577 134.119 212.628 131.442 294.459 119.723 52.7379 81.1855 264.258 82.7269 12.5993 76.8694 69.0322 43.4288 70.1276 72.0776 37.3012 31.5555 63.6835 195.226 35.5398 62.726 28.1707 34.5552 26.3045 19.1437 188.996 109.715
internal_count=6379 2203 4176 978 1299 964 3198 928 333 335 904 572 62 341 279 224 510 266 234 205 224 625 133 243 132 111 164 143 606 362
is_linear=0
shrinkage=0.05


Tree=50
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=51
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 3 5 5 4 1 6 1 7 0 1 10 2 7 1 4 1 8 6 4 2 0 0 0 0 4
split_gain=96.1415 43.1481 27.428 35.1768 22.0797 16.4292 11.9499 10.8312 9.50221 9.46366 9.28462 6.98255 5.87641 5.73525 5.47987 5.41419 6.92167 5.28771 5.25411 5.19129 4.76483 4.72639 4.96398 4.52714 7.17091 4.42316 4.40299 6.99475 7.54186 7.33884
threshold=63.500000000000007 571.00000000000011 5778.5000000000009 90.500000000000014 2.5000000000000004 2380.0000000000005 3.5000000000000004 2.5000000000000004 0.83850000000000013 0.64550000000000007 1963.5000000000002 0.68050000000000022 2.5000000000000004 1699.0000000000002 0.87950000000000006 26.500000000000004 53.500000000000007 1.5000000000000002 0.49050000000000005 1.0515000000000001 0.68950000000000011 2.5000000000000004 3443.5000000000005 0.6645000000000002 41.500000000000007 1189.0000000000002 2012.0000000000002 1067.5000000000002 1426.5000000000002 0.6755000000000001
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=1 7 -2 6 17 10 8 -1 20 26 14 12 -12 25 -6 -15 -17 -3 -7 21 -4 -11 -23 24 -20 -14 27 -9 -29 -30
right_child=2 4 3 -5 5 18 -8 9 -10 19 11 -13 13 15 -16 16 -18 -19 23 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.045653383164776934 0.033097677809301243 0.012985183899542502 0.033767821757195497 0.03349454307386273 -0.027966974552989823 -0.044338986883724771 -0.060153365672021335 -0.053178336569780306 -0.039073160250240838 0.0094446444878288974 0.019860727186716123 0.027603634362803275 -0.033286585131247243 0.031707313473668418 0.030131897232787887 -0.033992800309230714 0.019638864460131113 -0.036414118673081627 0.0098500595475830809 0.040588006171288687 -0.01037461436204757 -0.047865231774996825 -0.0062533783979472728 0.0077547895494695694 -0.064822574686141415 0.033400452161101345 -0.036260285248922469 0.032353691134010133 -0.031475403908980508 0.020241939286435116
leaf_weight=59.738742053508759 211.90485142171383 6.2106715589761725 11.263921514153482 48.236100114881992 19.945877306163315 15.334954440593718 16.594495438039303 11.378184884786604 16.667994908988476 20.324976228177547 53.978049084544182 78.896392457187176 3.0404212996363666 5.6063778772950164 5.0953934639692298 25.592467226088047 7.8647745773196212 42.39504000544548 5.873297721147539 5.8162564933300009 13.369179494678972 11.366078563034536 19.399523869156837 17.913316920399666 7.1036571562290192 13.648426584899424 77.531909570097923 8.7603919208049756 28.757356554269791 9.0083017200231534
leaf_count=191 2712 22 100 574 92 55 58 35 62 92 405 711 19 35 38 99 59 134 31 31 63 40 82 103 27 119 246 29 84 31
internal_value=0 -0.0117104 0.0227061 0.00195812 0.000828907 0.00661367 -0.0243167 -0.0270562 -0.00991773 -0.0212802 0.0124609 0.0162585 0.00810131 -0.00328385 -0.016145 -0.0137658 -0.0213856 -0.030102 -0.0204141 -0.00417033 0.0098103 -0.00926571 -0.0216265 -0.00853702 -0.0310262 0.0212512 -0.0284693 -0.0180375 -0.00944359 -0.0191392
internal_weight=0 560.581 318.037 106.132 308.499 259.893 57.8956 252.082 41.3011 192.343 213.668 188.627 109.731 55.7525 25.0413 39.0636 33.4572 48.6057 46.2252 56.9068 24.6331 51.0906 30.7656 30.8903 12.977 16.6888 135.436 57.9042 46.5261 37.7657
internal_count=6379 2810 3569 857 1949 1793 283 861 225 670 1577 1447 736 331 130 193 158 156 216 245 163 214 122 161 58 138 425 179 144 115
is_linear=0
shrinkage=0.05


Tree=52
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 3 5 5 4 1 6 1 7 0 1 10 2 7 1 4 1 8 6 4 2 0 0 0 0 4
split_gain=96.1415 43.1481 27.428 35.1768 22.0797 16.4292 11.9499 10.8312 9.50221 9.46366 9.28462 6.98255 5.87641 5.73525 5.47987 5.41419 6.92167 5.28771 5.25411 5.19129 4.76483 4.72639 4.96398 4.52714 7.17091 4.42316 4.40299 6.99475 7.54186 7.33884
threshold=63.500000000000007 571.00000000000011 5778.5000000000009 90.500000000000014 2.5000000000000004 2380.0000000000005 3.5000000000000004 2.5000000000000004 0.83850000000000013 0.64550000000000007 1963.5000000000002 0.68050000000000022 2.5000000000000004 1699.0000000000002 0.87950000000000006 26.500000000000004 53.500000000000007 1.5000000000000002 0.49050000000000005 1.0515000000000001 0.68950000000000011 2.5000000000000004 3443.5000000000005 0.6645000000000002 41.500000000000007 1189.0000000000002 2012.0000000000002 1067.5000000000002 1426.5000000000002 0.6755000000000001
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=1 7 -2 6 17 10 8 -1 20 26 14 12 -12 25 -6 -15 -17 -3 -7 21 -4 -11 -23 24 -20 -14 27 -9 -29 -30
right_child=2 4 3 -5 5 18 -8 9 -10 19 11 -13 13 15 -16 16 -18 -19 23 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.045653383164776934 -0.033097677809301243 -0.012985183899542502 -0.033767821757195497 -0.03349454307386273 0.027966974552989823 0.044338986883724771 0.060153365672021335 0.053178336569780306 0.039073160250240838 -0.0094446444878288974 -0.019860727186716123 -0.027603634362803275 0.033286585131247243 -0.031707313473668418 -0.030131897232787887 0.033992800309230714 -0.019638864460131113 0.036414118673081627 -0.0098500595475830809 -0.040588006171288687 0.01037461436204757 0.047865231774996825 0.0062533783979472728 -0.0077547895494695694 0.064822574686141415 -0.033400452161101345 0.036260285248922469 -0.032353691134010133 0.031475403908980508 -0.020241939286435116
leaf_weight=59.738742053508759 211.90485142171383 6.2106715589761725 11.263921514153482 48.236100114881992 19.945877306163315 15.334954440593718 16.594495438039303 11.378184884786604 16.667994908988476 20.324976228177547 53.978049084544182 78.896392457187176 3.0404212996363666 5.6063778772950164 5.0953934639692298 25.592467226088047 7.8647745773196212 42.39504000544548 5.873297721147539 5.8162564933300009 13.369179494678972 11.366078563034536 19.399523869156837 17.913316920399666 7.1036571562290192 13.648426584899424 77.531909570097923 8.7603919208049756 28.757356554269791 9.0083017200231534
leaf_count=191 2712 22 100 574 92 55 58 35 62 92 405 711 19 35 38 99 59 134 31 31 63 40 82 103 27 119 246 29 84 31
internal_value=0 0.0117104 -0.0227061 -0.00195812 -0.000828907 -0.00661367 0.0243167 0.0270562 0.00991773 0.0212802 -0.0124609 -0.0162585 -0.00810131 0.00328385 0.016145 0.0137658 0.0213856 0.030102 0.0204141 0.00417033 -0.0098103 0.00926571 0.0216265 0.00853702 0.0310262 -0.0212512 0.0284693 0.0180375 0.00944359 0.0191392
internal_weight=0 560.581 318.037 106.132 308.499 259.893 57.8956 252.082 41.3011 192.343 213.668 188.627 109.731 55.7525 25.0413 39.0636 33.4572 48.6057 46.2252 56.9068 24.6331 51.0906 30.7656 30.8903 12.977 16.6888 135.436 57.9042 46.5261 37.7657
internal_count=6379 2810 3569 857 1949 1793 283 861 225 670 1577 1447 736 331 130 193 158 156 216 245 163 214 122 161 58 138 425 179 144 115
is_linear=0
shrinkage=0.05


Tree=53
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=54
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 3 5 4 1 1 6 5 10 4 7 0 0 0 0 2 10 4 0 7 1 4 3 7 3 2
split_gain=87.4799 38.3828 25.837 27.4897 19.5333 14.5192 10.1599 9.37051 8.64939 8.50343 9.72585 7.60191 6.51979 5.84482 5.72226 5.18653 10.332 6.82231 5.1843 7.25369 5.19821 5.13627 5.19903 4.97797 5.65887 5.7517 4.79403 4.67514 4.64966 4.42079
threshold=63.500000000000007 571.00000000000011 5230.0000000000009 89.500000000000014 2.5000000000000004 2380.0000000000005 2.5000000000000004 0.86450000000000016 0.57000000000000006 0.88650000000000018 1963.5000000000002 3.5000000000000004 21.500000000000004 1.0515000000000001 2.5000000000000004 3160.5000000000005 2222.0000000000005 4804.5000000000009 1699.0000000000002 52.500000000000007 28.500000000000004 0.63850000000000018 1806.0000000000002 1.5000000000000002 0.49050000000000005 0.84750000000000003 799.50000000000011 1.5000000000000002 989.50000000000011 28.500000000000004
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=1 6 -2 7 27 9 -1 11 12 10 -6 26 -8 15 28 16 21 -17 -16 20 -20 22 -10 -7 -25 -26 -4 -3 -12 -23
right_child=2 4 3 -5 5 23 8 -9 13 -11 14 -13 -14 -15 18 17 -18 -19 19 -21 -22 29 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.044090423290853512 0.033763910369975718 0.012193523050173103 -0.015512663079741426 0.032389928863869488 -0.025103932607804483 0.014038749714012221 0.021373349671496237 -0.039983311430960677 0.015243879718000326 0.033625105113946285 -0.0041569936823143191 -0.039001653815262466 -0.03237593389692852 0.039866513198934528 0.02281133729391463 0.035962384542169198 -0.040181117152324392 -0.041377803452376967 0.024598096757435416 0.018969917487681221 -0.028078019664978738 -0.023328004206914818 -0.045576493805156888 -0.055826466046767366 -0.027485945987269739 0.027505900511397757 0.026498016432478306 -0.034411377816096864 0.027357404157114795 0.033228146751591865
leaf_weight=57.798934087157249 187.76571106910706 6.1742585003375998 10.683110371232035 48.16193051636219 20.445891350507736 9.1733982712030393 5.9714347273111335 26.908683881163597 5.8952845185995093 37.222717858850956 14.468589290976523 10.156293742358683 102.24862921237946 5.9508882313966742 21.12899898737669 10.641150780022143 28.211111389100552 3.8951724320650092 5.5633304342627516 18.439119763672352 29.612664483487606 4.6370433717966106 8.6976419985294324 11.729033060371874 19.201399549841884 6.3198902234435073 18.638535767793655 41.889062285423279 61.259738504886627 13.557516500353811
leaf_count=191 2626 22 44 602 93 53 18 100 23 359 84 48 325 34 188 62 91 14 37 152 128 18 25 38 82 43 149 134 536 60
internal_value=0 -0.0111337 0.022347 0.00363262 0.000810046 0.00632969 -0.0257376 -0.0172301 -0.0201459 0.0119691 0.00725283 -0.00172125 -0.0294101 -0.0078422 0.0116494 -0.0116009 -0.0179968 0.0152382 0.00183495 -0.00643156 -0.0197469 0.00109118 -0.0210061 -0.0189546 -0.0270796 -0.0138682 0.0111918 -0.0284245 0.0213363 0.0188143
internal_weight=0 550.133 302.314 114.549 302.628 254.565 247.505 66.3866 189.706 208.141 170.918 39.4779 108.22 81.4858 150.472 75.5349 60.9986 14.5363 74.7441 53.6151 35.176 32.7875 14.5929 46.4237 37.2503 25.5213 29.3216 48.0633 75.7283 18.1946
internal_count=6379 2810 3569 943 1949 1793 861 341 670 1577 1218 241 343 327 1125 293 217 76 505 317 165 126 48 216 163 125 193 156 620 78
is_linear=0
shrinkage=0.05


Tree=55
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 3 5 4 1 1 6 5 10 4 7 0 0 0 0 2 10 4 0 7 1 4 3 7 3 2
split_gain=87.4799 38.3828 25.837 27.4897 19.5333 14.5192 10.1599 9.37051 8.64939 8.50343 9.72585 7.60191 6.51979 5.84482 5.72226 5.18653 10.332 6.82231 5.1843 7.25369 5.19821 5.13627 5.19903 4.97797 5.65887 5.7517 4.79403 4.67514 4.64966 4.42079
threshold=63.500000000000007 571.00000000000011 5230.0000000000009 89.500000000000014 2.5000000000000004 2380.0000000000005 2.5000000000000004 0.86450000000000016 0.57000000000000006 0.88650000000000018 1963.5000000000002 3.5000000000000004 21.500000000000004 1.0515000000000001 2.5000000000000004 3160.5000000000005 2222.0000000000005 4804.5000000000009 1699.0000000000002 52.500000000000007 28.500000000000004 0.63850000000000018 1806.0000000000002 1.5000000000000002 0.49050000000000005 0.84750000000000003 799.50000000000011 1.5000000000000002 989.50000000000011 28.500000000000004
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=1 6 -2 7 27 9 -1 11 12 10 -6 26 -8 15 28 16 21 -17 -16 20 -20 22 -10 -7 -25 -26 -4 -3 -12 -23
right_child=2 4 3 -5 5 23 8 -9 13 -11 14 -13 -14 -15 18 17 -18 -19 19 -21 -22 29 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.044090423290853512 -0.033763910369975718 -0.012193523050173103 0.015512663079741426 -0.032389928863869488 0.025103932607804483 -0.014038749714012221 -0.021373349671496237 0.039983311430960677 -0.015243879718000326 -0.033625105113946285 0.0041569936823143191 0.039001653815262466 0.03237593389692852 -0.039866513198934528 -0.02281133729391463 -0.035962384542169198 0.040181117152324392 0.041377803452376967 -0.024598096757435416 -0.018969917487681221 0.028078019664978738 0.023328004206914818 0.045576493805156888 0.055826466046767366 0.027485945987269739 -0.027505900511397757 -0.026498016432478306 0.034411377816096864 -0.027357404157114795 -0.033228146751591865
leaf_weight=57.798934087157249 187.76571106910706 6.1742585003375998 10.683110371232035 48.16193051636219 20.445891350507736 9.1733982712030393 5.9714347273111335 26.908683881163597 5.8952845185995093 37.222717858850956 14.468589290976523 10.156293742358683 102.24862921237946 5.9508882313966742 21.12899898737669 10.641150780022143 28.211111389100552 3.8951724320650092 5.5633304342627516 18.439119763672352 29.612664483487606 4.6370433717966106 8.6976419985294324 11.729033060371874 19.201399549841884 6.3198902234435073 18.638535767793655 41.889062285423279 61.259738504886627 13.557516500353811
leaf_count=191 2626 22 44 602 93 53 18 100 23 359 84 48 325 34 188 62 91 14 37 152 128 18 25 38 82 43 149 134 536 60
internal_value=0 0.0111337 -0.022347 -0.00363262 -0.000810046 -0.00632969 0.0257376 0.0172301 0.0201459 -0.0119691 -0.00725283 0.00172125 0.0294101 0.0078422 -0.0116494 0.0116009 0.0179968 -0.0152382 -0.00183495 0.00643156 0.0197469 -0.00109118 0.0210061 0.0189546 0.0270796 0.0138682 -0.0111918 0.0284245 -0.0213363 -0.0188143
internal_weight=0 550.133 302.314 114.549 302.628 254.565 247.505 66.3866 189.706 208.141 170.918 39.4779 108.22 81.4858 150.472 75.5349 60.9986 14.5363 74.7441 53.6151 35.176 32.7875 14.5929 46.4237 37.2503 25.5213 29.3216 48.0633 75.7283 18.1946
internal_count=6379 2810 3569 943 1949 1793 861 341 670 1577 1218 241 343 327 1125 293 217 76 505 317 165 126 48 216 163 125 193 156 620 78
is_linear=0
shrinkage=0.05


Tree=56
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=57
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 5 1 5 7 0 2 3 0 4 1 1 4 3 1 4 5 0 0 6 8 0 0 0 4 10
split_gain=79.6075 34.2228 24.8672 29.9221 18.0148 11.3393 10.8087 9.53566 8.26376 8.91257 8.99843 8.23903 8.05184 7.74378 7.65818 5.48505 4.5608 4.46565 4.33507 4.29196 4.17896 4.09424 4.89395 5.98933 4.23501 4.0182 6.48488 6.7271 6.1566 3.8261
threshold=63.500000000000007 571.00000000000011 5778.5000000000009 91.500000000000014 3.5000000000000004 3.5000000000000004 0.52650000000000008 2.5000000000000004 1.5000000000000002 1903.5000000000002 48.500000000000007 2407.5000000000005 4499.0000000000009 0.83850000000000013 0.64550000000000007 0.35600000000000004 0.89350000000000007 1576.5000000000002 0.68950000000000011 1.0515000000000001 1.5000000000000002 3160.5000000000005 2344.5000000000005 3443.5000000000005 2.5000000000000004 2012.0000000000002 1067.5000000000002 1426.5000000000002 0.6755000000000001 21.500000000000004
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=1 7 -2 5 6 13 -3 -1 -6 15 16 20 -12 18 25 -10 -11 -15 -4 21 -8 22 24 -24 -16 26 -9 -28 -29 -27
right_child=2 4 3 -5 8 -7 11 14 9 10 12 -13 -14 17 19 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 29 27 28 -30 -31
leaf_value=-0.042657949608817559 0.032603306313417846 -0.032532725852401106 0.03302881666854026 0.034054626121704692 0.032090407632196796 -0.057227989821577445 -0.036974119953439619 -0.050524396443757925 -0.019216635630881617 -0.028683475240520097 0.020264923141335385 -0.032209353405597239 -0.043076472825626405 -0.058459743150895638 0.023288994229687353 0.027090522824758486 0.014959810614977614 -0.0063121502918174815 -0.0091163002305983103 0.039573446900601619 0.011730410968229559 0.018156201644583311 -0.070156993755931776 -0.0068313328897713979 -0.019277852942129511 0.0077607983723111092 0.032153352951377424 -0.028209510528647948 0.019605588582949147 -0.036463706353014422
leaf_weight=55.824702546000481 188.94072465598583 47.965093329548836 11.142358846962454 41.341016985476017 36.667760133743286 16.171530455350876 4.8259903192520133 10.779500365257261 7.3717671111226073 34.85866804420948 36.277679286897182 17.139545783400536 5.8224211931228629 8.8632601499557513 9.8882724940776843 48.250434264540672 7.2272303104400626 7.6478449627757064 13.487168326973913 5.2179382592439643 50.394788697361946 11.511682443320749 7.415084242820738 7.5211409628391266 14.283869221806524 5.2623603492975226 8.6982339024543744 28.034113049507141 8.8596592545509321 69.245128229260445
leaf_count=191 2712 197 110 555 330 62 16 35 42 126 284 67 33 33 43 462 49 31 66 31 343 66 22 27 56 15 29 84 31 231
internal_value=0 -0.0105939 0.0219794 0.00163235 0.00079172 -0.0217548 -0.0141265 -0.0245266 0.0109633 0.00542224 -0.00483922 -0.00192562 0.0115048 -0.00781107 -0.0191056 0.0209533 -0.0211888 -0.0343053 0.00995008 -0.00360281 0.0074739 -0.00805344 -0.0157683 -0.0382693 -0.00186473 -0.0257197 -0.0156476 -0.00740157 -0.0167272 -0.0333402
internal_weight=0 539.343 287.594 98.6532 296.801 57.3122 120.325 242.542 176.476 139.808 84.186 72.3603 42.1001 41.1406 186.717 55.6222 42.0859 16.5111 24.6295 55.838 55.2208 50.62 39.1084 14.9362 24.1721 130.879 56.3715 45.592 36.8938 74.5075
internal_count=6379 2810 3569 857 1949 302 623 861 1326 996 492 426 317 240 670 504 175 64 176 245 359 214 148 49 99 425 179 144 115 246
is_linear=0
shrinkage=0.05


Tree=58
num_leaves=31
num_cat=0
split_feature=2 3 0 2 5 5 1 5 7 0 2 3 0 4 1 1 4 3 1 4 5 0 0 6 8 0 0 0 4 10
split_gain=79.6075 34.2228 24.8672 29.9221 18.0148 11.3393 10.8087 9.53566 8.26376 8.91257 8.99843 8.23903 8.05184 7.74378 7.65818 5.48505 4.5608 4.46565 4.33507 4.29196 4.17896 4.09424 4.89395 5.98933 4.23501 4.0182 6.48488 6.7271 6.1566 3.8261
threshold=63.500000000000007 571.00000000000011 5778.5000000000009 91.500000000000014 3.5000000000000004 3.5000000000000004 0.52650000000000008 2.5000000000000004 1.5000000000000002 1903.5000000000002 48.500000000000007 2407.5000000000005 4499.0000000000009 0.83850000000000013 0.64550000000000007 0.35600000000000004 0.89350000000000007 1576.5000000000002 0.68950000000000011 1.0515000000000001 1.5000000000000002 3160.5000000000005 2344.5000000000005 3443.5000000000005 2.5000000000000004 2012.0000000000002 1067.5000000000002 1426.5000000000002 0.6755000000000001 21.500000000000004
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=1 7 -2 5 6 13 -3 -1 -6 15 16 20 -12 18 25 -10 -11 -15 -4 21 -8 22 24 -24 -16 26 -9 -28 -29 -27
right_child=2 4 3 -5 8 -7 11 14 9 10 12 -13 -14 17 19 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 29 27 28 -30 -31
leaf_value=0.042657949608817559 -0.032603306313417846 0.032532725852401106 -0.03302881666854026 -0.034054626121704692 -0.032090407632196796 0.057227989821577445 0.036974119953439619 0.050524396443757925 0.019216635630881617 0.028683475240520097 -0.020264923141335385 0.032209353405597239 0.043076472825626405 0.058459743150895638 -0.023288994229687353 -0.027090522824758486 -0.014959810614977614 0.0063121502918174815 0.0091163002305983103 -0.039573446900601619 -0.011730410968229559 -0.018156201644583311 0.070156993755931776 0.0068313328897713979 0.019277852942129511 -0.0077607983723111092 -0.032153352951377424 0.028209510528647948 -0.019605588582949147 0.036463706353014422
leaf_weight=55.824702546000481 188.94072465598583 47.965093329548836 11.142358846962454 41.341016985476017 36.667760133743286 16.171530455350876 4.8259903192520133 10.779500365257261 7.3717671111226073 34.85866804420948 36.277679286897182 17.139545783400536 5.8224211931228629 8.8632601499557513 9.8882724940776843 48.250434264540672 7.2272303104400626 7.6478449627757064 13.487168326973913 5.2179382592439643 50.394788697361946 11.511682443320749 7.415084242820738 7.5211409628391266 14.283869221806524 5.2623603492975226 8.6982339024543744 28.034113049507141 8.8596592545509321 69.245128229260445
leaf_count=191 2712 197 110 555 330 62 16 35 42 126 284 67 33 33 43 462 49 31 66 31 343 66 22 27 56 15 29 84 31 231
internal_value=0 0.0105939 -0.0219794 -0.00163235 -0.00079172 0.0217548 0.0141265 0.0245266 -0.0109633 -0.00542224 0.00483922 0.00192562 -0.0115048 0.00781107 0.0191056 -0.0209533 0.0211888 0.0343053 -0.00995008 0.00360281 -0.0074739 0.00805344 0.0157683 0.0382693 0.00186473 0.0257197 0.0156476 0.00740157 0.0167272 0.0333402
internal_weight=0 539.343 287.594 98.6532 296.801 57.3122 120.325 242.542 176.476 139.808 84.186 72.3603 42.1001 41.1406 186.717 55.6222 42.0859 16.5111 24.6295 55.838 55.2208 50.62 39.1084 14.9362 24.1721 130.879 56.3715 45.592 36.8938 74.5075
internal_count=6379 2810 3569 857 1949 302 623 861 1326 996 492 426 317 240 670 504 175 64 176 245 359 214 148 49 99 425 179 144 115 246
is_linear=0
shrinkage=0.05


Tree=59
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=60
num_leaves=31
num_cat=0
split_feature=2 3 0 2 3 5 1 7 3 5 0 6 2 2 4 8 0 0 9 0 0 0 4 4 0 1 6 0 1 5
split_gain=72.4842 31.0106 23.4967 23.3378 20.2981 12.3923 10.4068 10.265 8.71033 8.11229 7.95212 6.79146 5.55809 5.52079 5.46763 5.20948 4.41011 7.75389 4.3224 3.97054 4.57931 5.5047 9.51686 3.73077 5.95273 3.57701 3.46583 3.27838 3.19556 3.1707
threshold=63.500000000000007 989.50000000000011 5230.0000000000009 90.500000000000014 2380.0000000000005 2.5000000000000004 0.64550000000000007 2.5000000000000004 591.50000000000011 3.5000000000000004 8426.5000000000018 1735.5000000000002 49.500000000000007 75.500000000000014 1.0515000000000001 2.5000000000000004 1148.0000000000002 1717.5000000000002 0.79250000000000009 2198.5000000000005 1067.5000000000002 1476.5000000000002 0.70550000000000013 0.6645000000000002 2370.0000000000005 0.52250000000000008 3328.0000000000005 2051.5000000000005 0.32200000000000006 5.5000000000000009
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=1 5 -2 8 7 -1 12 11 -4 25 13 -3 19 -10 15 -8 -6 -18 -11 20 -7 -22 -23 -19 -25 -9 -17 -14 -13 -28
right_child=2 4 3 -5 16 6 14 9 10 18 -12 28 27 -15 -16 26 17 23 -20 -21 21 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.040783805411992904 0.033374818029091181 -0.060253158862150082 -0.037347737240122254 0.032776329179313633 -0.067572190980826896 -0.050042637891380262 0.011950738088293836 -0.033841522551496847 -0.010377344931810707 0.017185229322397268 -0.037580428133514726 -0.012085126085150015 0.033315998913890317 0.033648602885924535 0.03809975331784967 -0.035720340331548354 0.016887709611457299 -0.047062996513277694 -0.026796606126159098 -0.038438678138342425 0.012954862439589005 -0.03425834938217627 0.015926038152874283 0.012088506634621484 -0.037472267661714215 -0.0029362680284462073 -0.014431462840017936 -0.010945710799641163 0.028127946347469665 0.0300139176469803
leaf_weight=62.628101482987404 166.49763739109039 2.3592642024159423 26.481540389358997 41.301496170461178 4.9552269801497451 11.116365164518355 26.666414275765419 18.512321256101131 13.187560446560385 47.853444539010525 10.43607811629772 5.2557051554322234 5.2725028246641186 15.478399917483328 8.2602623850107175 14.862747155129908 12.124665722250937 16.444178983569145 6.3245258629322043 49.499535635113716 13.637561611831186 40.857693560421467 12.288342259824274 10.561119996011259 14.211664050817488 18.942961387336254 18.897779643535618 20.255359470844269 82.320194147527218 5.0945185720920554
leaf_count=220 2626 12 106 584 18 37 147 75 49 398 42 28 22 162 62 59 72 56 29 167 55 136 44 55 55 126 88 77 746 26
internal_value=0 -0.0100758 0.0216301 0.00333506 0.00321745 -0.0210962 -0.0156575 0.0114591 -0.0152057 -0.000318772 -0.000210158 0.0234594 -0.0230984 0.0133948 -0.000234763 -0.00506758 -0.0224517 -0.0182602 0.012051 -0.0273653 -0.020329 -0.0153831 -0.0226548 -0.0285996 -0.0163435 -0.0182112 -0.0167473 -0.00180394 0.0257146 -0.00499394
internal_weight=0 529.202 273.383 106.885 239.865 289.337 226.709 181.568 65.5836 91.6333 39.102 89.9352 152.927 28.666 73.7817 65.5215 58.2969 53.3416 54.178 127.399 77.9 66.7836 53.146 41.217 24.7728 37.4553 38.855 25.5279 87.5759 23.9923
internal_count=6379 2810 3569 943 1670 1140 920 1414 359 628 253 786 538 211 382 320 256 238 427 439 272 235 180 166 110 201 173 99 774 114
is_linear=0
shrinkage=0.05


Tree=61
num_leaves=31
num_cat=0
split_feature=2 3 0 2 3 5 1 7 3 5 0 6 2 2 4 8 0 0 9 0 0 0 4 4 0 1 6 0 1 5
split_gain=72.4842 31.0106 23.4967 23.3378 20.2981 12.3923 10.4068 10.265 8.71033 8.11229 7.95212 6.79146 5.55809 5.52079 5.46763 5.20948 4.41011 7.75389 4.3224 3.97054 4.57931 5.5047 9.51686 3.73077 5.95273 3.57701 3.46583 3.27838 3.19556 3.1707
threshold=63.500000000000007 989.50000000000011 5230.0000000000009 90.500000000000014 2380.0000000000005 2.5000000000000004 0.64550000000000007 2.5000000000000004 591.50000000000011 3.5000000000000004 8426.5000000000018 1735.5000000000002 49.500000000000007 75.500000000000014 1.0515000000000001 2.5000000000000004 1148.0000000000002 1717.5000000000002 0.79250000000000009 2198.5000000000005 1067.5000000000002 1476.5000000000002 0.70550000000000013 0.6645000000000002 2370.0000000000005 0.52250000000000008 3328.0000000000005 2051.5000000000005 0.32200000000000006 5.5000000000000009
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=1 5 -2 8 7 -1 12 11 -4 25 13 -3 19 -10 15 -8 -6 -18 -11 20 -7 -22 -23 -19 -25 -9 -17 -14 -13 -28
right_child=2 4 3 -5 16 6 14 9 10 18 -12 28 27 -15 -16 26 17 23 -20 -21 21 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.040783805411992904 -0.033374818029091181 0.060253158862150082 0.037347737240122254 -0.032776329179313633 0.067572190980826896 0.050042637891380262 -0.011950738088293836 0.033841522551496847 0.010377344931810707 -0.017185229322397268 0.037580428133514726 0.012085126085150015 -0.033315998913890317 -0.033648602885924535 -0.03809975331784967 0.035720340331548354 -0.016887709611457299 0.047062996513277694 0.026796606126159098 0.038438678138342425 -0.012954862439589005 0.03425834938217627 -0.015926038152874283 -0.012088506634621484 0.037472267661714215 0.0029362680284462073 0.014431462840017936 0.010945710799641163 -0.028127946347469665 -0.0300139176469803
leaf_weight=62.628101482987404 166.49763739109039 2.3592642024159423 26.481540389358997 41.301496170461178 4.9552269801497451 11.116365164518355 26.666414275765419 18.512321256101131 13.187560446560385 47.853444539010525 10.43607811629772 5.2557051554322234 5.2725028246641186 15.478399917483328 8.2602623850107175 14.862747155129908 12.124665722250937 16.444178983569145 6.3245258629322043 49.499535635113716 13.637561611831186 40.857693560421467 12.288342259824274 10.561119996011259 14.211664050817488 18.942961387336254 18.897779643535618 20.255359470844269 82.320194147527218 5.0945185720920554
leaf_count=220 2626 12 106 584 18 37 147 75 49 398 42 28 22 162 62 59 72 56 29 167 55 136 44 55 55 126 88 77 746 26
internal_value=0 0.0100758 -0.0216301 -0.00333506 -0.00321745 0.0210962 0.0156575 -0.0114591 0.0152057 0.000318772 0.000210158 -0.0234594 0.0230984 -0.0133948 0.000234763 0.00506758 0.0224517 0.0182602 -0.012051 0.0273653 0.020329 0.0153831 0.0226548 0.0285996 0.0163435 0.0182112 0.0167473 0.00180394 -0.0257146 0.00499394
internal_weight=0 529.202 273.383 106.885 239.865 289.337 226.709 181.568 65.5836 91.6333 39.102 89.9352 152.927 28.666 73.7817 65.5215 58.2969 53.3416 54.178 127.399 77.9 66.7836 53.146 41.217 24.7728 37.4553 38.855 25.5279 87.5759 23.9923
internal_count=6379 2810 3569 943 1670 1140 920 1414 359 628 253 786 538 211 382 320 256 238 427 439 272 235 180 166 110 201 173 99 774 114
is_linear=0
shrinkage=0.05


Tree=62
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=63
num_leaves=31
num_cat=0
split_feature=2 5 0 2 0 0 4 2 0 4 1 10 4 7 0 6 8 0 5 2 3 6 4 4 0 1 4 0 1 2
split_gain=66.3086 23.2919 22.3012 26.9879 20.2211 11.8994 10.7674 10.5354 9.63859 13.9823 8.49497 8.36658 7.58084 6.64712 6.28927 6.17285 5.84263 5.46935 8.2858 6.74523 5.21047 5.03386 4.9115 4.6625 4.06451 3.95737 3.75777 11.3314 3.65214 3.61973
threshold=55.500000000000007 3.5000000000000004 5230.0000000000009 89.500000000000014 1873.5000000000002 1067.5000000000002 1.0595000000000001 65.500000000000014 4499.0000000000009 0.93150000000000011 0.7985000000000001 21.500000000000004 0.86450000000000016 1.5000000000000002 2961.0000000000005 1924.5000000000002 2.5000000000000004 5778.5000000000009 3.5000000000000004 68.500000000000014 739.00000000000011 2402.5000000000005 0.55150000000000021 0.36050000000000004 1699.0000000000002 0.55500000000000016 0.6625000000000002 2279.5000000000005 0.90100000000000013 53.500000000000007
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=1 6 7 12 5 25 16 8 14 -10 11 -6 17 -13 15 -2 20 -4 19 -19 -1 -15 -17 -7 -22 -3 -23 -28 -21 -18
right_child=2 4 3 -5 10 23 -8 -9 9 -11 -12 13 -14 21 -16 22 29 18 -20 28 24 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.028269144948225196 -0.050007703092510403 -0.060704300295123095 0.035488108609525594 0.031476419185280512 0.025772029586037332 -0.027560852556880278 0.024051608933066529 0.034089663016585475 0.013337501748608217 -0.089004651051314151 0.012945412191197051 0.017690354729957499 -0.038123965014973941 -0.045263090050309401 0.034022440059575242 -0.036181725906394784 -0.035529422621039433 -0.043887146399853284 -0.055272895099420329 0.024415827450182403 0.021248071974636462 -0.034086600753150287 0.020370101575990188 0.024887404162001629 -0.015410466464147555 -0.0039448188366437561 0.033763541526973272 -0.029578132407822678 -0.035092717324164927 0.005758476877553936
leaf_weight=36.857389867305756 4.5161892324686042 5.7290156036615354 6.8140167295932761 40.620903380215168 8.9795887693762761 4.4676447585225096 10.776169285178183 145.76160080358386 8.7621990963816625 5.3906638622283927 23.302203461527824 8.4507262259721738 31.011326305568218 30.267164409160614 36.757847789674997 4.4645584039390114 119.93704941123724 6.4009025990963009 8.8548202216625196 16.641180858016018 12.72026436775923 26.365233868360519 27.417947068810463 82.210611097514629 18.643784984946251 6.61882434040308 10.565378442406656 21.285137034952641 3.0509637966752043 5.5543243661522856
leaf_count=131 19 19 52 602 37 18 67 2445 65 23 154 46 120 104 405 21 466 21 35 137 89 91 220 713 81 29 57 78 11 23
internal_value=0 -0.0123381 0.0170141 -0.00117259 -0.00135808 0.0156422 -0.0245934 0.0258623 0.0121269 -0.0256435 -0.0143865 -0.0203999 -0.0193968 -0.0246771 0.0194339 0.00470145 -0.0272995 -0.00549043 -0.0134803 0.000702265 -0.0155223 -0.0287235 0.0124511 0.0221841 -0.000542925 -0.0302795 -0.0201243 -0.00856658 0.015196 -0.033702
internal_weight=0 432.731 346.465 113.394 228.242 99.0261 204.489 233.071 87.3094 14.1529 129.215 105.913 72.7732 96.9336 73.1565 36.3987 193.713 41.7619 34.9479 26.093 68.2214 88.4829 31.8825 86.6783 31.364 12.3478 58.2157 31.8505 19.6921 125.491
internal_count=6379 2203 4176 978 1346 779 857 3198 753 88 567 413 376 376 665 260 790 256 204 169 301 330 241 731 170 48 226 135 148 489
is_linear=0
shrinkage=0.05


Tree=64
num_leaves=31
num_cat=0
split_feature=2 5 0 2 0 0 4 2 0 4 1 10 4 7 0 6 8 0 5 2 3 6 4 4 0 1 4 0 1 2
split_gain=66.3086 23.2919 22.3012 26.9879 20.2211 11.8994 10.7674 10.5354 9.63859 13.9823 8.49497 8.36658 7.58084 6.64712 6.28927 6.17285 5.84263 5.46935 8.2858 6.74523 5.21047 5.03386 4.9115 4.6625 4.06451 3.95737 3.75777 11.3314 3.65214 3.61973
threshold=55.500000000000007 3.5000000000000004 5230.0000000000009 89.500000000000014 1873.5000000000002 1067.5000000000002 1.0595000000000001 65.500000000000014 4499.0000000000009 0.93150000000000011 0.7985000000000001 21.500000000000004 0.86450000000000016 1.5000000000000002 2961.0000000000005 1924.5000000000002 2.5000000000000004 5778.5000000000009 3.5000000000000004 68.500000000000014 739.00000000000011 2402.5000000000005 0.55150000000000021 0.36050000000000004 1699.0000000000002 0.55500000000000016 0.6625000000000002 2279.5000000000005 0.90100000000000013 53.500000000000007
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=1 6 7 12 5 25 16 8 14 -10 11 -6 17 -13 15 -2 20 -4 19 -19 -1 -15 -17 -7 -22 -3 -23 -28 -21 -18
right_child=2 4 3 -5 10 23 -8 -9 9 -11 -12 13 -14 21 -16 22 29 18 -20 28 24 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.028269144948225196 0.050007703092510403 0.060704300295123095 -0.035488108609525594 -0.031476419185280512 -0.025772029586037332 0.027560852556880278 -0.024051608933066529 -0.034089663016585475 -0.013337501748608217 0.089004651051314151 -0.012945412191197051 -0.017690354729957499 0.038123965014973941 0.045263090050309401 -0.034022440059575242 0.036181725906394784 0.035529422621039433 0.043887146399853284 0.055272895099420329 -0.024415827450182403 -0.021248071974636462 0.034086600753150287 -0.020370101575990188 -0.024887404162001629 0.015410466464147555 0.0039448188366437561 -0.033763541526973272 0.029578132407822678 0.035092717324164927 -0.005758476877553936
leaf_weight=36.857389867305756 4.5161892324686042 5.7290156036615354 6.8140167295932761 40.620903380215168 8.9795887693762761 4.4676447585225096 10.776169285178183 145.76160080358386 8.7621990963816625 5.3906638622283927 23.302203461527824 8.4507262259721738 31.011326305568218 30.267164409160614 36.757847789674997 4.4645584039390114 119.93704941123724 6.4009025990963009 8.8548202216625196 16.641180858016018 12.72026436775923 26.365233868360519 27.417947068810463 82.210611097514629 18.643784984946251 6.61882434040308 10.565378442406656 21.285137034952641 3.0509637966752043 5.5543243661522856
leaf_count=131 19 19 52 602 37 18 67 2445 65 23 154 46 120 104 405 21 466 21 35 137 89 91 220 713 81 29 57 78 11 23
internal_value=0 0.0123381 -0.0170141 0.00117259 0.00135808 -0.0156422 0.0245934 -0.0258623 -0.0121269 0.0256435 0.0143865 0.0203999 0.0193968 0.0246771 -0.0194339 -0.00470145 0.0272995 0.00549043 0.0134803 -0.000702265 0.0155223 0.0287235 -0.0124511 -0.0221841 0.000542925 0.0302795 0.0201243 0.00856658 -0.015196 0.033702
internal_weight=0 432.731 346.465 113.394 228.242 99.0261 204.489 233.071 87.3094 14.1529 129.215 105.913 72.7732 96.9336 73.1565 36.3987 193.713 41.7619 34.9479 26.093 68.2214 88.4829 31.8825 86.6783 31.364 12.3478 58.2157 31.8505 19.6921 125.491
internal_count=6379 2203 4176 978 1346 779 857 3198 753 88 567 413 376 376 665 260 790 256 204 169 301 330 241 731 170 48 226 135 148 489
is_linear=0
shrinkage=0.05


Tree=65
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=66
num_leaves=31
num_cat=0
split_feature=2 3 0 2 3 5 5 7 1 5 1 9 10 2 4 0 0 0 0 6 0 0 2 4 2 2 1 7 4 4
split_gain=60.2945 26.0962 21.0471 23.4538 17.5355 11.017 9.56367 9.11141 8.74873 6.58056 6.14657 6.11296 5.12372 4.98264 4.8813 4.52816 5.22176 4.43073 8.33226 6.31986 4.32523 3.99254 4.60077 3.84729 5.61505 4.84646 3.77461 3.93526 3.55478 3.50317
threshold=63.500000000000007 989.50000000000011 5778.5000000000009 91.500000000000014 2380.0000000000005 2.5000000000000004 3.5000000000000004 2.5000000000000004 0.64550000000000007 3.5000000000000004 0.6885 0.87150000000000005 19.500000000000004 49.500000000000007 1.0515000000000001 1873.5000000000002 1067.5000000000002 3160.5000000000005 2344.5000000000005 3443.5000000000005 4977.5000000000009 1978.5000000000002 47.500000000000007 0.61950000000000005 26.500000000000004 43.500000000000007 1.0305000000000002 1.5000000000000002 0.43250000000000005 0.76850000000000007
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=1 5 -2 6 7 -1 10 11 12 -9 -4 -3 -7 15 17 16 -14 18 23 -20 -19 -11 -23 25 -25 -10 27 -6 -18 -12
right_child=2 4 3 -5 26 8 -8 9 14 21 29 -13 13 -15 -16 -17 28 20 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.038694383445263977 0.031870477329363912 0.025721317843604159 0.020661229195181634 0.033478525930463604 0.0057452614174553435 0.024879763546154565 -0.053472669748513196 -0.016076150581502174 0.01153520945015273 0.028061220782994174 0.0065463171969921798 -0.039172220402557884 -0.0475988219705663 -0.0025424754365275045 0.037714647083098185 -0.035933106394170369 -0.032778341180924812 0.031129649638522612 -0.068402936563609754 -0.0081165486995788648 -0.03703922912298379 -0.021142078340944451 0.017654768195970276 -0.035460276108228626 0.032656914743970013 -0.049078133044024169 0.017531703582419133 -0.031319664975084469 0.0013183627630940938 -0.033668335374712949
leaf_weight=58.716616004705429 158.65578539669514 81.419728420674801 13.711124282330273 34.633121386170387 8.603982560336588 5.7681875973939887 14.823021195828913 37.236473135650158 6.9847340434789675 21.346759922802448 7.9128987640142467 3.7983132898807517 10.361750543117521 24.189293131232262 7.6513091996312133 67.211370557546616 10.392316102981566 12.744697920978068 9.1186453253030795 8.3078392893075925 2.8466222435235968 14.07332579791546 16.720067024230957 3.8306041434407261 14.392353206872938 6.2476517409086227 5.7753564640879622 42.706288188695908 28.906310498714447 17.158094935119152
leaf_count=220 2712 769 129 555 46 19 62 201 30 232 44 17 37 95 62 238 34 92 28 35 11 54 141 19 86 19 38 172 115 67
internal_value=0 -0.00912419 0.0209834 0.00140805 0.00326579 -0.019462 -0.019312 0.0111314 -0.0143045 -2.18564e-05 -0.00625534 0.0228289 -0.0213094 -0.0231981 -4.41255e-05 -0.0274733 -0.0160237 -0.00452512 -0.0119278 -0.0396622 0.0186836 0.0114435 -7.63297e-05 0.00343734 0.0183382 -0.0170833 -0.0207909 -0.0251044 -0.00769833 -0.0209758
internal_weight=0 509.351 246.894 88.2383 231.68 277.67 53.6051 174.595 218.954 89.3766 38.7821 85.218 146.829 141.061 72.1245 116.872 49.6604 64.4731 48.8818 17.4265 15.5913 52.1402 30.7934 31.4553 18.223 13.2324 57.0856 51.3103 39.2986 25.071
internal_count=6379 2810 3569 857 1670 1140 302 1414 920 628 240 786 538 519 382 424 186 320 217 63 103 427 195 154 105 49 256 218 149 111
is_linear=0
shrinkage=0.05


Tree=67
num_leaves=31
num_cat=0
split_feature=2 3 0 2 3 5 5 7 1 5 1 9 10 2 4 0 0 0 0 6 0 0 2 4 2 2 1 7 4 4
split_gain=60.2945 26.0962 21.0471 23.4538 17.5355 11.017 9.56367 9.11141 8.74873 6.58056 6.14657 6.11296 5.12372 4.98264 4.8813 4.52816 5.22176 4.43073 8.33226 6.31986 4.32523 3.99254 4.60077 3.84729 5.61505 4.84646 3.77461 3.93526 3.55478 3.50317
threshold=63.500000000000007 989.50000000000011 5778.5000000000009 91.500000000000014 2380.0000000000005 2.5000000000000004 3.5000000000000004 2.5000000000000004 0.64550000000000007 3.5000000000000004 0.6885 0.87150000000000005 19.500000000000004 49.500000000000007 1.0515000000000001 1873.5000000000002 1067.5000000000002 3160.5000000000005 2344.5000000000005 3443.5000000000005 4977.5000000000009 1978.5000000000002 47.500000000000007 0.61950000000000005 26.500000000000004 43.500000000000007 1.0305000000000002 1.5000000000000002 0.43250000000000005 0.76850000000000007
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=1 5 -2 6 7 -1 10 11 12 -9 -4 -3 -7 15 17 16 -14 18 23 -20 -19 -11 -23 25 -25 -10 27 -6 -18 -12
right_child=2 4 3 -5 26 8 -8 9 14 21 29 -13 13 -15 -16 -17 28 20 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.038694383445263977 -0.031870477329363912 -0.025721317843604159 -0.020661229195181634 -0.033478525930463604 -0.0057452614174553435 -0.024879763546154565 0.053472669748513196 0.016076150581502174 -0.01153520945015273 -0.028061220782994174 -0.0065463171969921798 0.039172220402557884 0.0475988219705663 0.0025424754365275045 -0.037714647083098185 0.035933106394170369 0.032778341180924812 -0.031129649638522612 0.068402936563609754 0.0081165486995788648 0.03703922912298379 0.021142078340944451 -0.017654768195970276 0.035460276108228626 -0.032656914743970013 0.049078133044024169 -0.017531703582419133 0.031319664975084469 -0.0013183627630940938 0.033668335374712949
leaf_weight=58.716616004705429 158.65578539669514 81.419728420674801 13.711124282330273 34.633121386170387 8.603982560336588 5.7681875973939887 14.823021195828913 37.236473135650158 6.9847340434789675 21.346759922802448 7.9128987640142467 3.7983132898807517 10.361750543117521 24.189293131232262 7.6513091996312133 67.211370557546616 10.392316102981566 12.744697920978068 9.1186453253030795 8.3078392893075925 2.8466222435235968 14.07332579791546 16.720067024230957 3.8306041434407261 14.392353206872938 6.2476517409086227 5.7753564640879622 42.706288188695908 28.906310498714447 17.158094935119152
leaf_count=220 2712 769 129 555 46 19 62 201 30 232 44 17 37 95 62 238 34 92 28 35 11 54 141 19 86 19 38 172 115 67
internal_value=0 0.00912419 -0.0209834 -0.00140805 -0.00326579 0.019462 0.019312 -0.0111314 0.0143045 2.18564e-05 0.00625534 -0.0228289 0.0213094 0.0231981 4.41255e-05 0.0274733 0.0160237 0.00452512 0.0119278 0.0396622 -0.0186836 -0.0114435 7.63297e-05 -0.00343734 -0.0183382 0.0170833 0.0207909 0.0251044 0.00769833 0.0209758
internal_weight=0 509.351 246.894 88.2383 231.68 277.67 53.6051 174.595 218.954 89.3766 38.7821 85.218 146.829 141.061 72.1245 116.872 49.6604 64.4731 48.8818 17.4265 15.5913 52.1402 30.7934 31.4553 18.223 13.2324 57.0856 51.3103 39.2986 25.071
internal_count=6379 2810 3569 857 1670 1140 302 1414 920 628 240 786 538 519 382 424 186 320 217 63 103 427 195 154 105 49 256 218 149 111
is_linear=0
shrinkage=0.05


Tree=68
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=69
num_leaves=31
num_cat=0
split_feature=2 3 0 2 7 1 0 0 0 3 5 4 2 0 0 1 10 3 5 2 1 4 0 3 0 0 4 0 8 0
split_gain=54.8897 23.5702 20.1521 18.4349 14.0086 13.2529 10.2226 9.70326 9.22217 8.40695 7.49043 7.45528 6.1191 9.4915 5.82368 5.64089 5.07618 5.0721 5.17317 4.72395 4.26778 3.84888 3.77535 3.4808 3.52876 7.27561 4.38833 3.48403 3.30042 3.19182
threshold=63.500000000000007 571.00000000000011 5230.0000000000009 91.500000000000014 1.5000000000000002 0.49050000000000005 1903.5000000000002 1110.5000000000002 836.50000000000011 591.50000000000011 2.5000000000000004 1.0645000000000002 53.500000000000007 4711.5000000000009 8426.5000000000018 0.57000000000000006 21.500000000000004 2407.5000000000005 3.5000000000000004 78.500000000000014 0.88650000000000018 0.55850000000000011 2073.5000000000005 1.0000000180025095e-35 2961.0000000000005 2222.0000000000005 0.57450000000000012 4738.5000000000009 2.5000000000000004 1605.5000000000002
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=1 10 -2 9 7 17 8 -3 -7 -4 -1 12 20 21 19 16 -12 18 -6 -11 -8 -14 28 24 25 26 -17 -26 -18 -20
right_child=2 4 3 -5 5 6 11 -9 -10 14 15 -13 13 -15 -16 23 22 -19 29 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.038257810691824851 0.032799634917944277 -0.048619398959451013 -0.035341250678916795 0.033304915093231462 -0.030857651280382193 -0.062435834854365407 -0.026772669262846271 0.030901806387797843 0.025533358643699197 -0.004925166056497841 0.021466574314651772 0.033517291190252388 -0.025902801518041953 -0.050653104708047327 -0.029748729734201292 -0.01993523488590096 -0.00094767085505510101 -0.050196381118308812 0.026368095528316211 0.036492678030728636 0.014283205623073159 0.025058380835018598 -0.037772535948938812 -0.042499694260093784 0.030309799753389367 -0.030201178522866148 0.019971081862479867 -0.027183469590938588 -0.027648978505675971 -0.011312173783607172
leaf_weight=48.363884821534157 138.85230179876089 4.1728389859199515 24.981119118630886 33.034897338598967 28.494061447679996 3.1547473669052115 46.772113651037216 47.539290115237236 53.566005513072014 15.104457139968874 5.7787383943796149 10.70176289975643 4.3546016141772297 6.2017165943980208 10.510163284838198 10.235464543104174 18.795046895742416 13.409075528383253 7.9082032591104534 12.650409098714588 7.3205232694745055 24.838984526693821 42.413749396800995 5.9487204402685157 12.44708104431629 22.814537473022938 21.070601880550385 3.3426916152238837 30.117986634373665 19.425239279866219
leaf_count=191 2626 19 109 563 118 9 174 447 526 66 18 108 26 25 48 33 64 45 79 157 49 228 162 23 78 82 97 14 99 96
internal_value=0 -0.00868944 0.0206107 0.00303229 0.0010073 -0.00436124 0.00367906 0.024485 0.0206406 -0.0127798 -0.0208629 -0.00592344 -0.0106401 0.00552311 0.00194933 -0.015999 -0.0239798 -0.0225829 -0.0159505 0.0139527 -0.0212165 0.0174569 -0.0268554 -0.0057829 -0.00265865 -0.00872624 0.00692378 0.0181385 -0.0173889 -0.000410392
internal_weight=0 499.188 235.133 96.281 277.859 226.147 156.91 51.7121 56.7208 63.2461 221.329 100.19 89.4879 35.3953 38.265 172.965 97.1055 69.2366 55.8275 27.7549 54.0926 29.1936 91.3268 75.8591 69.9104 54.1206 31.3061 15.7898 48.913 27.3334
internal_count=6379 2810 3569 943 1949 1483 1145 466 535 380 861 610 502 279 271 670 343 338 293 223 223 254 325 327 304 212 130 92 163 175
is_linear=0
shrinkage=0.05


Tree=70
num_leaves=31
num_cat=0
split_feature=2 3 0 2 7 1 0 0 0 3 5 4 2 0 0 1 10 3 5 2 1 4 0 3 0 0 4 0 8 0
split_gain=54.8897 23.5702 20.1521 18.4349 14.0086 13.2529 10.2226 9.70326 9.22217 8.40695 7.49043 7.45528 6.1191 9.4915 5.82368 5.64089 5.07618 5.0721 5.17317 4.72395 4.26778 3.84888 3.77535 3.4808 3.52876 7.27561 4.38833 3.48403 3.30042 3.19182
threshold=63.500000000000007 571.00000000000011 5230.0000000000009 91.500000000000014 1.5000000000000002 0.49050000000000005 1903.5000000000002 1110.5000000000002 836.50000000000011 591.50000000000011 2.5000000000000004 1.0645000000000002 53.500000000000007 4711.5000000000009 8426.5000000000018 0.57000000000000006 21.500000000000004 2407.5000000000005 3.5000000000000004 78.500000000000014 0.88650000000000018 0.55850000000000011 2073.5000000000005 1.0000000180025095e-35 2961.0000000000005 2222.0000000000005 0.57450000000000012 4738.5000000000009 2.5000000000000004 1605.5000000000002
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=1 10 -2 9 7 17 8 -3 -7 -4 -1 12 20 21 19 16 -12 18 -6 -11 -8 -14 28 24 25 26 -17 -26 -18 -20
right_child=2 4 3 -5 5 6 11 -9 -10 14 15 -13 13 -15 -16 23 22 -19 29 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.038257810691824851 -0.032799634917944277 0.048619398959451013 0.035341250678916795 -0.033304915093231462 0.030857651280382193 0.062435834854365407 0.026772669262846271 -0.030901806387797843 -0.025533358643699197 0.004925166056497841 -0.021466574314651772 -0.033517291190252388 0.025902801518041953 0.050653104708047327 0.029748729734201292 0.01993523488590096 0.00094767085505510101 0.050196381118308812 -0.026368095528316211 -0.036492678030728636 -0.014283205623073159 -0.025058380835018598 0.037772535948938812 0.042499694260093784 -0.030309799753389367 0.030201178522866148 -0.019971081862479867 0.027183469590938588 0.027648978505675971 0.011312173783607172
leaf_weight=48.363884821534157 138.85230179876089 4.1728389859199515 24.981119118630886 33.034897338598967 28.494061447679996 3.1547473669052115 46.772113651037216 47.539290115237236 53.566005513072014 15.104457139968874 5.7787383943796149 10.70176289975643 4.3546016141772297 6.2017165943980208 10.510163284838198 10.235464543104174 18.795046895742416 13.409075528383253 7.9082032591104534 12.650409098714588 7.3205232694745055 24.838984526693821 42.413749396800995 5.9487204402685157 12.44708104431629 22.814537473022938 21.070601880550385 3.3426916152238837 30.117986634373665 19.425239279866219
leaf_count=191 2626 19 109 563 118 9 174 447 526 66 18 108 26 25 48 33 64 45 79 157 49 228 162 23 78 82 97 14 99 96
internal_value=0 0.00868944 -0.0206107 -0.00303229 -0.0010073 0.00436124 -0.00367906 -0.024485 -0.0206406 0.0127798 0.0208629 0.00592344 0.0106401 -0.00552311 -0.00194933 0.015999 0.0239798 0.0225829 0.0159505 -0.0139527 0.0212165 -0.0174569 0.0268554 0.0057829 0.00265865 0.00872624 -0.00692378 -0.0181385 0.0173889 0.000410392
internal_weight=0 499.188 235.133 96.281 277.859 226.147 156.91 51.7121 56.7208 63.2461 221.329 100.19 89.4879 35.3953 38.265 172.965 97.1055 69.2366 55.8275 27.7549 54.0926 29.1936 91.3268 75.8591 69.9104 54.1206 31.3061 15.7898 48.913 27.3334
internal_count=6379 2810 3569 943 1949 1483 1145 466 535 380 861 610 502 279 271 670 343 338 293 223 223 254 325 327 304 212 130 92 163 175
is_linear=0
shrinkage=0.05


Tree=71
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=72
num_leaves=31
num_cat=0
split_feature=2 5 0 3 2 3 3 1 9 6 3 1 2 4 8 8 7 1 4 0 0 0 0 0 4 2 1 9 0 0
split_gain=50.0416 21.7583 19.1221 17.1301 16.9711 11.9221 7.47845 6.95401 6.53571 6.55534 5.58004 4.5988 4.54506 4.41857 4.12237 4.08966 3.54699 4.0298 3.94617 3.48089 3.46225 3.4251 3.84017 4.26136 7.69804 4.38652 3.29815 4.22834 2.91214 2.86256
threshold=63.500000000000007 2.5000000000000004 5230.0000000000009 989.50000000000011 91.500000000000014 2325.0000000000005 591.50000000000011 0.64550000000000007 0.80000000000000016 1621.5000000000002 2273.5000000000005 0.97900000000000009 49.500000000000007 1.0515000000000001 4.5000000000000009 2.5000000000000004 1.5000000000000002 0.49050000000000005 0.6645000000000002 1937.5000000000002 8426.5000000000018 2198.5000000000005 1067.5000000000002 1426.5000000000002 0.70550000000000013 35.500000000000007 0.39200000000000007 0.19450000000000003 2118.5000000000005 4499.0000000000009
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=1 11 -2 7 6 8 -4 12 9 -5 20 -1 21 15 26 -9 -7 -18 19 -19 -8 22 -3 -24 -25 -26 27 -11 -29 -28
right_child=2 3 4 5 -6 16 10 13 -10 14 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 23 24 25 -27 29 28 -30 -31
leaf_value=-0.033377838280838901 0.032606065766062349 -0.046073095142290632 -0.033626305049735045 -0.093701855563003214 0.033114511142893668 0.014227950868585131 0.023479404652942158 0.011376056989356209 -0.01605711274022751 -0.039773444408965353 -0.030807403278559176 0.012718749628532037 6.944959195322875e-05 0.037414295969265571 -0.028957710014679214 -0.01477043659033148 -0.043869446907360131 0.0031786165794108878 0.0083010901328365843 -0.051897466331115631 -0.017145911842967806 -0.034622683179326937 0.017170286586591563 -0.028409346487229571 -0.018305984896845953 0.042495820126605577 0.026529301708236131 0.037271824508549031 -0.022794437961042847 -0.016941598633133576
leaf_weight=84.619574382901192 130.64270131662488 9.783239617943762 24.520940877497196 1.2780469879508007 31.076129142194986 9.1968458741903287 20.831943318247799 24.938697755336761 14.937625743448733 4.6715483814477912 9.6865184977650625 5.7802136689424506 24.787481687963009 7.0670948214828959 4.1338273808360091 37.359740167856216 12.368237622082232 4.7014163583517092 14.463777422904966 7.3598143011331558 7.0090643912553778 43.478514164686203 10.21076427400112 41.18261443823576 5.1287403032183629 7.0357357561588287 100.59857059642673 6.4396269395947439 2.9387091621756554 3.9351544082164756
leaf_count=326 2626 37 109 6 563 61 187 147 79 28 51 21 99 62 29 173 43 27 83 25 33 167 44 145 22 24 1068 56 11 27
internal_value=0 -0.00828662 0.0202657 -0.00325694 0.00295358 0.00776037 -0.0121521 -0.0130236 0.0151875 0.0189516 0.00187938 -0.0304304 -0.0193769 -5.34163e-05 0.0201248 -0.00430373 -0.0136968 -0.0203 -0.00930995 -0.030429 0.0132518 -0.0235032 -0.0169113 -0.0124225 -0.0180866 0.0168608 0.0218358 -0.000909128 0.01845 0.0248928
internal_weight=0 488.396 223.767 397.996 93.1246 187.023 62.0485 210.973 138.933 123.995 37.5275 90.3998 141.607 69.3655 122.717 62.2984 48.0901 38.8932 26.525 12.0612 27.841 116.82 73.3411 63.5579 53.3471 12.1645 118.584 14.0499 9.37834 104.534
internal_count=6379 2810 3569 2463 943 1543 380 920 1304 1225 271 347 538 382 1219 320 239 178 135 52 220 439 272 235 191 46 1190 95 67 1095
is_linear=0
shrinkage=0.05


Tree=73
num_leaves=31
num_cat=0
split_feature=2 5 0 3 2 3 3 1 9 6 3 1 2 4 8 8 7 1 4 0 0 0 0 0 4 2 1 9 0 0
split_gain=50.0416 21.7583 19.1221 17.1301 16.9711 11.9221 7.47845 6.95401 6.53571 6.55534 5.58004 4.5988 4.54506 4.41857 4.12237 4.08966 3.54699 4.0298 3.94617 3.48089 3.46225 3.4251 3.84017 4.26136 7.69804 4.38652 3.29815 4.22834 2.91214 2.86256
threshold=63.500000000000007 2.5000000000000004 5230.0000000000009 989.50000000000011 91.500000000000014 2325.0000000000005 591.50000000000011 0.64550000000000007 0.80000000000000016 1621.5000000000002 2273.5000000000005 0.97900000000000009 49.500000000000007 1.0515000000000001 4.5000000000000009 2.5000000000000004 1.5000000000000002 0.49050000000000005 0.6645000000000002 1937.5000000000002 8426.5000000000018 2198.5000000000005 1067.5000000000002 1426.5000000000002 0.70550000000000013 35.500000000000007 0.39200000000000007 0.19450000000000003 2118.5000000000005 4499.0000000000009
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=1 11 -2 7 6 8 -4 12 9 -5 20 -1 21 15 26 -9 -7 -18 19 -19 -8 22 -3 -24 -25 -26 27 -11 -29 -28
right_child=2 3 4 5 -6 16 10 13 -10 14 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 23 24 25 -27 29 28 -30 -31
leaf_value=0.033377838280838901 -0.032606065766062349 0.046073095142290632 0.033626305049735045 0.093701855563003214 -0.033114511142893668 -0.014227950868585131 -0.023479404652942158 -0.011376056989356209 0.01605711274022751 0.039773444408965353 0.030807403278559176 -0.012718749628532037 -6.944959195322875e-05 -0.037414295969265571 0.028957710014679214 0.01477043659033148 0.043869446907360131 -0.0031786165794108878 -0.0083010901328365843 0.051897466331115631 0.017145911842967806 0.034622683179326937 -0.017170286586591563 0.028409346487229571 0.018305984896845953 -0.042495820126605577 -0.026529301708236131 -0.037271824508549031 0.022794437961042847 0.016941598633133576
leaf_weight=84.619574382901192 130.64270131662488 9.783239617943762 24.520940877497196 1.2780469879508007 31.076129142194986 9.1968458741903287 20.831943318247799 24.938697755336761 14.937625743448733 4.6715483814477912 9.6865184977650625 5.7802136689424506 24.787481687963009 7.0670948214828959 4.1338273808360091 37.359740167856216 12.368237622082232 4.7014163583517092 14.463777422904966 7.3598143011331558 7.0090643912553778 43.478514164686203 10.21076427400112 41.18261443823576 5.1287403032183629 7.0357357561588287 100.59857059642673 6.4396269395947439 2.9387091621756554 3.9351544082164756
leaf_count=326 2626 37 109 6 563 61 187 147 79 28 51 21 99 62 29 173 43 27 83 25 33 167 44 145 22 24 1068 56 11 27
internal_value=0 0.00828662 -0.0202657 0.00325694 -0.00295358 -0.00776037 0.0121521 0.0130236 -0.0151875 -0.0189516 -0.00187938 0.0304304 0.0193769 5.34163e-05 -0.0201248 0.00430373 0.0136968 0.0203 0.00930995 0.030429 -0.0132518 0.0235032 0.0169113 0.0124225 0.0180866 -0.0168608 -0.0218358 0.000909128 -0.01845 -0.0248928
internal_weight=0 488.396 223.767 397.996 93.1246 187.023 62.0485 210.973 138.933 123.995 37.5275 90.3998 141.607 69.3655 122.717 62.2984 48.0901 38.8932 26.525 12.0612 27.841 116.82 73.3411 63.5579 53.3471 12.1645 118.584 14.0499 9.37834 104.534
internal_count=6379 2810 3569 2463 943 1543 380 920 1304 1225 271 347 538 382 1219 320 239 178 135 52 220 439 272 235 191 46 1190 95 67 1095
is_linear=0
shrinkage=0.05


Tree=74
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=75
num_leaves=31
num_cat=0
split_feature=2 0 2 5 0 0 2 4 0 4 6 3 4 10 0 3 8 6 4 1 4 0 0 2 0 4 1 1 1 9
split_gain=45.9168 17.4521 19.4377 17.138 14.7452 9.32831 9.30431 8.23571 7.71882 11.7244 6.42767 6.12333 6.02734 6.39152 5.58274 4.94275 4.89832 4.75381 4.65816 4.20899 4.37587 4.12165 4.16672 4.09772 6.33283 11.5866 4.08173 4.03524 3.58414 3.37372
threshold=55.500000000000007 5230.0000000000009 91.500000000000014 3.5000000000000004 1873.5000000000002 1067.5000000000002 65.500000000000014 1.0595000000000001 4499.0000000000009 0.95550000000000013 3220.5000000000005 591.50000000000011 1.0595000000000001 17.500000000000004 2961.0000000000005 2233.5000000000005 2.5000000000000004 1735.5000000000002 0.56450000000000011 0.6755000000000001 0.82450000000000012 1644.5000000000002 1211.5000000000002 48.500000000000007 2279.5000000000005 0.75550000000000017 0.71300000000000008 0.60550000000000004 0.61450000000000016 0.31250000000000006
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 6 10 7 5 26 8 16 14 28 -3 -12 13 -6 17 -13 19 -2 -19 21 -21 22 -1 24 25 -15 -5 29 -10 -7
right_child=1 2 -4 4 12 27 -8 -9 9 -11 11 15 -14 23 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.036498881090544 -0.050784767678867082 0.030428028979982497 0.03292465541829194 -0.049528005578731132 0.04081858907960953 0.0022477117138279138 0.033567280891878472 0.023043756034551364 -0.031443756954469375 -0.086808922110637385 -0.038569181223486335 0.00503482123085797 0.031296145108665401 -0.023445715762587218 0.033477471746476133 -0.035049290501519149 -0.029865839240198134 -0.032258043297465892 0.019493095584019994 0.025729320781518628 -0.028778181967778982 -0.030788816047731267 0.020205831145914975 -0.0021115127066852492 -0.036793122292315315 0.045295363332323361 0.012700311861280622 0.034118006161793613 0.034554830167739539 0.032207619327458276
leaf_weight=4.8444678634405127 3.5065349824726573 6.8476687371730796 29.23397097364068 7.3816094845533353 4.9261728525161734 31.55984590575099 114.26261917874217 9.9126402512192708 3.2189325615763646 4.7064209580421439 27.06306666135788 25.29057739302516 7.5392514131963244 27.259623054414988 31.752681203186512 11.05127979069948 115.95916256308556 5.242647688835862 25.487810268998146 11.739289574325086 5.3647371158003798 30.955253176391125 9.7793896719813329 31.121296919882298 41.708881191909313 7.9084998331964007 4.0981871411204338 33.378970626741648 5.699343666434288 13.380360029637812
leaf_count=22 14 72 563 29 21 195 2445 67 14 21 117 174 84 109 405 52 489 24 222 68 27 130 54 147 155 51 19 403 53 133
internal_value=0 0.0156883 -0.00133613 -0.0103718 -0.000556562 0.0147793 0.0244242 -0.021317 0.011302 -0.0229609 -0.015593 -0.0205632 -0.0119886 -0.0148784 0.0183762 -0.00715445 -0.0237785 0.00437072 0.0106643 -0.0125175 0.00863285 -0.0204544 0.00142117 -0.0174189 -0.0236157 -0.00798743 -0.027313 0.020949 0.0107335 0.0111679
internal_weight=0 293.364 99.4866 398.818 210.263 89.799 193.877 188.555 79.6144 13.6247 70.2526 63.4049 120.464 112.924 65.9897 36.3419 178.642 34.237 30.7305 62.6831 17.104 45.5791 14.6239 107.998 76.877 35.1681 11.4798 78.3192 8.91828 44.9402
internal_count=6379 4176 978 2203 1346 779 3198 857 753 88 415 343 567 483 665 226 790 260 246 301 95 206 76 462 315 160 48 731 67 328
is_linear=0
shrinkage=0.05


Tree=76
num_leaves=31
num_cat=0
split_feature=2 0 2 5 0 0 2 4 0 4 6 3 4 10 0 3 8 6 4 1 4 0 0 2 0 4 1 1 1 9
split_gain=45.9168 17.4521 19.4377 17.138 14.7452 9.32831 9.30431 8.23571 7.71882 11.7244 6.42767 6.12333 6.02734 6.39152 5.58274 4.94275 4.89832 4.75381 4.65816 4.20899 4.37587 4.12165 4.16672 4.09772 6.33283 11.5866 4.08173 4.03524 3.58414 3.37372
threshold=55.500000000000007 5230.0000000000009 91.500000000000014 3.5000000000000004 1873.5000000000002 1067.5000000000002 65.500000000000014 1.0595000000000001 4499.0000000000009 0.95550000000000013 3220.5000000000005 591.50000000000011 1.0595000000000001 17.500000000000004 2961.0000000000005 2233.5000000000005 2.5000000000000004 1735.5000000000002 0.56450000000000011 0.6755000000000001 0.82450000000000012 1644.5000000000002 1211.5000000000002 48.500000000000007 2279.5000000000005 0.75550000000000017 0.71300000000000008 0.60550000000000004 0.61450000000000016 0.31250000000000006
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 6 10 7 5 26 8 16 14 28 -3 -12 13 -6 17 -13 19 -2 -19 21 -21 22 -1 24 25 -15 -5 29 -10 -7
right_child=1 2 -4 4 12 27 -8 -9 9 -11 11 15 -14 23 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.036498881090544 0.050784767678867082 -0.030428028979982497 -0.03292465541829194 0.049528005578731132 -0.04081858907960953 -0.0022477117138279138 -0.033567280891878472 -0.023043756034551364 0.031443756954469375 0.086808922110637385 0.038569181223486335 -0.00503482123085797 -0.031296145108665401 0.023445715762587218 -0.033477471746476133 0.035049290501519149 0.029865839240198134 0.032258043297465892 -0.019493095584019994 -0.025729320781518628 0.028778181967778982 0.030788816047731267 -0.020205831145914975 0.0021115127066852492 0.036793122292315315 -0.045295363332323361 -0.012700311861280622 -0.034118006161793613 -0.034554830167739539 -0.032207619327458276
leaf_weight=4.8444678634405127 3.5065349824726573 6.8476687371730796 29.23397097364068 7.3816094845533353 4.9261728525161734 31.55984590575099 114.26261917874217 9.9126402512192708 3.2189325615763646 4.7064209580421439 27.06306666135788 25.29057739302516 7.5392514131963244 27.259623054414988 31.752681203186512 11.05127979069948 115.95916256308556 5.242647688835862 25.487810268998146 11.739289574325086 5.3647371158003798 30.955253176391125 9.7793896719813329 31.121296919882298 41.708881191909313 7.9084998331964007 4.0981871411204338 33.378970626741648 5.699343666434288 13.380360029637812
leaf_count=22 14 72 563 29 21 195 2445 67 14 21 117 174 84 109 405 52 489 24 222 68 27 130 54 147 155 51 19 403 53 133
internal_value=0 -0.0156883 0.00133613 0.0103718 0.000556562 -0.0147793 -0.0244242 0.021317 -0.011302 0.0229609 0.015593 0.0205632 0.0119886 0.0148784 -0.0183762 0.00715445 0.0237785 -0.00437072 -0.0106643 0.0125175 -0.00863285 0.0204544 -0.00142117 0.0174189 0.0236157 0.00798743 0.027313 -0.020949 -0.0107335 -0.0111679
internal_weight=0 293.364 99.4866 398.818 210.263 89.799 193.877 188.555 79.6144 13.6247 70.2526 63.4049 120.464 112.924 65.9897 36.3419 178.642 34.237 30.7305 62.6831 17.104 45.5791 14.6239 107.998 76.877 35.1681 11.4798 78.3192 8.91828 44.9402
internal_count=6379 4176 978 2203 1346 779 3198 857 753 88 415 343 567 483 665 226 790 260 246 301 95 206 76 462 315 160 48 731 67 328
is_linear=0
shrinkage=0.05


Tree=77
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=78
num_leaves=31
num_cat=0
split_feature=2 3 0 2 7 1 0 8 5 5 1 0 0 4 0 4 0 1 2 10 0 3 5 0 0 0 4 0 0 0
split_gain=41.8106 20.9476 16.4576 13.744 11.0364 10.9697 8.3116 8.13585 7.52647 6.70916 6.10341 5.68285 5.82697 8.61722 6.99096 5.66975 5.32888 5.17163 4.25521 4.16346 4.33023 4.01799 4.24919 3.31457 6.43748 4.42197 3.80232 5.48127 3.96692 3.10045
threshold=65.500000000000014 609.50000000000011 5230.0000000000009 91.500000000000014 1.5000000000000002 0.49050000000000005 1110.5000000000002 5.5000000000000009 2.5000000000000004 2.5000000000000004 0.93150000000000011 1920.5000000000002 3064.5000000000005 0.89150000000000007 5778.5000000000009 0.89650000000000019 836.50000000000011 0.57000000000000006 71.500000000000014 21.500000000000004 2073.5000000000005 2407.5000000000005 3.5000000000000004 2961.0000000000005 2222.0000000000005 4804.5000000000009 0.63850000000000018 1792.5000000000002 1266.0000000000002 8426.5000000000018
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=1 8 -2 10 6 21 -3 9 -1 -7 15 16 13 -13 -14 18 -11 19 -4 -10 -21 22 -6 24 26 -25 27 -19 -28 -20
right_child=2 4 3 -5 5 7 -8 -9 17 11 -12 12 14 -15 -16 -17 -18 23 29 20 -22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-0.036847664898486988 0.033438405368435904 -0.04325535268261984 -0.024664779067834781 0.032734547579817155 -0.027367566884004685 -0.018437590442248124 0.030128839655779335 -0.084408643384705939 0.018402328101624791 -0.059880926068418106 -0.046905574280633078 -0.018019479322767984 0.030993637431694511 0.024966696146543899 -0.072215232952847583 -0.02943026419666004 0.028226337412933473 0.027394562353621501 0.02695083328278295 -0.014364592882842551 -0.03677276927343788 -0.0448693270730759 0.00086180509096687704 0.027750976593594719 -0.028743351267743411 -0.034315913942573321 -0.021836996704525456 -0.037781228502640769 0.032569505595033722 -0.018787925822179148
leaf_weight=45.61540887132287 107.29167669266462 4.226941466331481 7.3889969661831847 27.502108413726091 27.382338132709265 23.346535623073578 44.267943695187569 2.5185782611370078 6.0047752559185019 1.7856425344943989 9.5247359424829465 41.205982729792595 22.360532015562061 16.258929572999477 1.7706779986619938 14.061991013586519 44.090288799256086 4.9842460080981246 20.223703872412447 46.982225954532623 39.84264012798667 12.747963473200796 25.976378686726093 13.823037605732681 25.611166004091501 3.6215375289320937 4.3930640295147922 9.144046798348425 14.115641102194784 4.5360915176570407
leaf_count=204 2445 19 29 563 119 89 476 8 19 5 43 203 265 154 6 64 515 21 202 164 177 45 178 106 100 16 18 27 74 25
internal_value=0 -0.00717156 0.020495 0.00381116 0.00214614 -0.00262423 0.0237325 0.0047159 -0.0188303 0.00620423 -0.0104608 0.0107174 0.00280143 -0.00585711 0.0234205 -0.00294897 0.0247969 -0.0139533 0.00863404 -0.0218627 -0.0246474 -0.01965 -0.0136248 -0.00425336 -0.00997928 0.0148657 0.00474541 -0.0147882 0.0196561 0.0185713
internal_weight=0 482.077 190.529 83.2376 267.939 219.444 48.4949 153.337 214.138 150.819 55.7355 127.472 81.5961 57.4649 24.1312 46.2108 45.8759 168.522 32.1488 92.8296 86.8249 66.1067 53.3587 75.6927 58.2482 17.4446 32.637 14.1283 18.5087 24.7598
internal_count=6379 3008 3371 926 2082 1587 495 1245 926 1237 363 1148 628 357 271 320 520 722 256 360 341 342 297 362 240 122 140 48 92 227
is_linear=0
shrinkage=0.05


Tree=79
num_leaves=31
num_cat=0
split_feature=2 3 0 2 7 1 0 8 5 5 1 0 0 4 0 4 0 1 2 10 0 3 5 0 0 0 4 0 0 0
split_gain=41.8106 20.9476 16.4576 13.744 11.0364 10.9697 8.3116 8.13585 7.52647 6.70916 6.10341 5.68285 5.82697 8.61722 6.99096 5.66975 5.32888 5.17163 4.25521 4.16346 4.33023 4.01799 4.24919 3.31457 6.43748 4.42197 3.80232 5.48127 3.96692 3.10045
threshold=65.500000000000014 609.50000000000011 5230.0000000000009 91.500000000000014 1.5000000000000002 0.49050000000000005 1110.5000000000002 5.5000000000000009 2.5000000000000004 2.5000000000000004 0.93150000000000011 1920.5000000000002 3064.5000000000005 0.89150000000000007 5778.5000000000009 0.89650000000000019 836.50000000000011 0.57000000000000006 71.500000000000014 21.500000000000004 2073.5000000000005 2407.5000000000005 3.5000000000000004 2961.0000000000005 2222.0000000000005 4804.5000000000009 0.63850000000000018 1792.5000000000002 1266.0000000000002 8426.5000000000018
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=1 8 -2 10 6 21 -3 9 -1 -7 15 16 13 -13 -14 18 -11 19 -4 -10 -21 22 -6 24 26 -25 27 -19 -28 -20
right_child=2 4 3 -5 5 7 -8 -9 17 11 -12 12 14 -15 -16 -17 -18 23 29 20 -22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.036847664898486988 -0.033438405368435904 0.04325535268261984 0.024664779067834781 -0.032734547579817155 0.027367566884004685 0.018437590442248124 -0.030128839655779335 0.084408643384705939 -0.018402328101624791 0.059880926068418106 0.046905574280633078 0.018019479322767984 -0.030993637431694511 -0.024966696146543899 0.072215232952847583 0.02943026419666004 -0.028226337412933473 -0.027394562353621501 -0.02695083328278295 0.014364592882842551 0.03677276927343788 0.0448693270730759 -0.00086180509096687704 -0.027750976593594719 0.028743351267743411 0.034315913942573321 0.021836996704525456 0.037781228502640769 -0.032569505595033722 0.018787925822179148
leaf_weight=45.61540887132287 107.29167669266462 4.226941466331481 7.3889969661831847 27.502108413726091 27.382338132709265 23.346535623073578 44.267943695187569 2.5185782611370078 6.0047752559185019 1.7856425344943989 9.5247359424829465 41.205982729792595 22.360532015562061 16.258929572999477 1.7706779986619938 14.061991013586519 44.090288799256086 4.9842460080981246 20.223703872412447 46.982225954532623 39.84264012798667 12.747963473200796 25.976378686726093 13.823037605732681 25.611166004091501 3.6215375289320937 4.3930640295147922 9.144046798348425 14.115641102194784 4.5360915176570407
leaf_count=204 2445 19 29 563 119 89 476 8 19 5 43 203 265 154 6 64 515 21 202 164 177 45 178 106 100 16 18 27 74 25
internal_value=0 0.00717156 -0.020495 -0.00381116 -0.00214614 0.00262423 -0.0237325 -0.0047159 0.0188303 -0.00620423 0.0104608 -0.0107174 -0.00280143 0.00585711 -0.0234205 0.00294897 -0.0247969 0.0139533 -0.00863404 0.0218627 0.0246474 0.01965 0.0136248 0.00425336 0.00997928 -0.0148657 -0.00474541 0.0147882 -0.0196561 -0.0185713
internal_weight=0 482.077 190.529 83.2376 267.939 219.444 48.4949 153.337 214.138 150.819 55.7355 127.472 81.5961 57.4649 24.1312 46.2108 45.8759 168.522 32.1488 92.8296 86.8249 66.1067 53.3587 75.6927 58.2482 17.4446 32.637 14.1283 18.5087 24.7598
internal_count=6379 3008 3371 926 2082 1587 495 1245 926 1237 363 1148 628 357 271 320 520 722 256 360 341 342 297 362 240 122 140 48 92 227
is_linear=0
shrinkage=0.05


Tree=80
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=81
num_leaves=31
num_cat=0
split_feature=2 0 2 3 0 0 2 5 4 0 4 5 0 4 0 0 4 0 2 4 0 3 6 4 0 3 0 6 10 1
split_gain=38.2519 15.3367 18.7548 14.115 10.5336 9.23088 8.36586 7.3424 7.16496 6.8974 11.4793 6.66489 6.00196 5.74987 5.63267 7.76303 10.524 10.2772 5.06968 5.45444 5.0172 4.85519 4.32925 4.53553 4.31057 4.62047 4.18756 4.06591 3.70758 3.42405
threshold=55.500000000000007 5778.5000000000009 91.500000000000014 1167.5000000000002 2073.5000000000005 921.00000000000011 65.500000000000014 3.5000000000000004 0.61950000000000005 4499.0000000000009 0.94350000000000012 2.5000000000000004 1564.5000000000002 1.0595000000000001 2241.0000000000005 1067.5000000000002 0.64850000000000019 1476.5000000000002 68.500000000000014 0.86450000000000016 3160.5000000000005 1576.5000000000002 4417.5000000000009 0.87950000000000006 1189.0000000000002 2296.5000000000005 3202.5000000000005 14265.500000000002 20.500000000000004 0.62850000000000017
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 6 7 11 5 -5 9 18 12 20 -11 -1 -7 27 15 -13 17 -17 -3 -20 22 -21 23 29 25 -10 28 -6 -16 -2
right_child=1 2 -4 4 13 8 -8 -9 24 10 -12 14 -14 -15 26 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.035252666381190879 0.0069799440615499926 -0.039591375088812039 0.032517825444587395 -0.050756692582677246 -0.02356659865151527 0.020640297799253852 0.031793427767494178 -0.048415325955184607 0.026372718214915342 0.01289598499889183 -0.076372640387704707 -0.040986782674989064 -0.017331646799837393 0.031834513707985651 0.009102767260046031 0.026685950923566931 0.017100309947471162 -0.026109309668837878 0.017976514573349846 -0.056387183314155959 0.034448605264537066 0.0087609418625124325 0.02270727932356667 0.036826566101161501 0.036082827611005577 -0.058805619997975872 0.011857796235359304 0.015299130857877772 -0.033431925681549915 -0.044114831449728123
leaf_weight=43.133133143186569 5.2431710548698929 9.6741863936185819 25.519606277346611 5.4161121994256964 51.002056457102299 20.534313920885324 110.16728078201413 15.531719796359537 4.0201090686023226 9.9779943190515024 5.6351518779993048 14.436790093779562 21.099613405764103 6.2971303202211848 5.6678221970796576 11.498029511421917 42.568615164607763 46.478927757591009 19.488032393157486 6.0285064056515676 26.304982993751764 5.4409711137413979 18.47517379745841 3.7683155462145796 40.162963047623634 2.6360500380396843 6.8865661099553099 7.752006120979785 53.319486945867538 8.7521998174488527
leaf_count=195 38 39 555 19 206 192 2528 72 39 72 25 57 117 66 17 65 260 171 172 25 371 23 162 44 498 11 31 38 221 50
internal_value=0 0.0150691 -0.00302488 -0.00950563 0.00189126 0.0126073 0.0229172 -0.0191748 0.0164872 0.0104055 -0.0193232 -0.0175917 0.00139654 -0.0135721 -0.0133797 -0.00670084 -0.0017779 -0.0156389 -0.00799745 0.00187562 0.0178269 -0.0254818 0.0057615 -0.011863 0.0299066 -0.0073606 -0.0250376 -0.0184387 -0.029345 -0.0249729
internal_weight=0 270.007 81.683 382.91 158.92 93.8692 188.324 56.1634 88.453 78.157 15.6131 223.989 41.6339 65.0512 180.856 114.982 100.546 57.977 40.6317 30.9575 62.5438 11.4695 36.2389 17.7637 46.8191 6.65616 65.8739 58.7541 58.9873 13.9954
internal_count=6379 4176 886 2203 1186 876 3290 331 857 762 97 1017 309 310 822 553 496 236 259 220 665 48 294 132 548 50 269 244 238 88
is_linear=0
shrinkage=0.05


Tree=82
num_leaves=31
num_cat=0
split_feature=2 0 2 3 0 0 2 5 4 0 4 5 0 4 0 0 4 0 2 4 0 3 6 4 0 3 0 6 10 1
split_gain=38.2519 15.3367 18.7548 14.115 10.5336 9.23088 8.36586 7.3424 7.16496 6.8974 11.4793 6.66489 6.00196 5.74987 5.63267 7.76303 10.524 10.2772 5.06968 5.45444 5.0172 4.85519 4.32925 4.53553 4.31057 4.62047 4.18756 4.06591 3.70758 3.42405
threshold=55.500000000000007 5778.5000000000009 91.500000000000014 1167.5000000000002 2073.5000000000005 921.00000000000011 65.500000000000014 3.5000000000000004 0.61950000000000005 4499.0000000000009 0.94350000000000012 2.5000000000000004 1564.5000000000002 1.0595000000000001 2241.0000000000005 1067.5000000000002 0.64850000000000019 1476.5000000000002 68.500000000000014 0.86450000000000016 3160.5000000000005 1576.5000000000002 4417.5000000000009 0.87950000000000006 1189.0000000000002 2296.5000000000005 3202.5000000000005 14265.500000000002 20.500000000000004 0.62850000000000017
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 6 7 11 5 -5 9 18 12 20 -11 -1 -7 27 15 -13 17 -17 -3 -20 22 -21 23 29 25 -10 28 -6 -16 -2
right_child=1 2 -4 4 13 8 -8 -9 24 10 -12 14 -14 -15 26 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.035252666381190879 -0.0069799440615499926 0.039591375088812039 -0.032517825444587395 0.050756692582677246 0.02356659865151527 -0.020640297799253852 -0.031793427767494178 0.048415325955184607 -0.026372718214915342 -0.01289598499889183 0.076372640387704707 0.040986782674989064 0.017331646799837393 -0.031834513707985651 -0.009102767260046031 -0.026685950923566931 -0.017100309947471162 0.026109309668837878 -0.017976514573349846 0.056387183314155959 -0.034448605264537066 -0.0087609418625124325 -0.02270727932356667 -0.036826566101161501 -0.036082827611005577 0.058805619997975872 -0.011857796235359304 -0.015299130857877772 0.033431925681549915 0.044114831449728123
leaf_weight=43.133133143186569 5.2431710548698929 9.6741863936185819 25.519606277346611 5.4161121994256964 51.002056457102299 20.534313920885324 110.16728078201413 15.531719796359537 4.0201090686023226 9.9779943190515024 5.6351518779993048 14.436790093779562 21.099613405764103 6.2971303202211848 5.6678221970796576 11.498029511421917 42.568615164607763 46.478927757591009 19.488032393157486 6.0285064056515676 26.304982993751764 5.4409711137413979 18.47517379745841 3.7683155462145796 40.162963047623634 2.6360500380396843 6.8865661099553099 7.752006120979785 53.319486945867538 8.7521998174488527
leaf_count=195 38 39 555 19 206 192 2528 72 39 72 25 57 117 66 17 65 260 171 172 25 371 23 162 44 498 11 31 38 221 50
internal_value=0 -0.0150691 0.00302488 0.00950563 -0.00189126 -0.0126073 -0.0229172 0.0191748 -0.0164872 -0.0104055 0.0193232 0.0175917 -0.00139654 0.0135721 0.0133797 0.00670084 0.0017779 0.0156389 0.00799745 -0.00187562 -0.0178269 0.0254818 -0.0057615 0.011863 -0.0299066 0.0073606 0.0250376 0.0184387 0.029345 0.0249729
internal_weight=0 270.007 81.683 382.91 158.92 93.8692 188.324 56.1634 88.453 78.157 15.6131 223.989 41.6339 65.0512 180.856 114.982 100.546 57.977 40.6317 30.9575 62.5438 11.4695 36.2389 17.7637 46.8191 6.65616 65.8739 58.7541 58.9873 13.9954
internal_count=6379 4176 886 2203 1186 876 3290 331 857 762 97 1017 309 310 822 553 496 236 259 220 665 48 294 132 548 50 269 244 238 88
is_linear=0
shrinkage=0.05


Tree=83
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=84
num_leaves=31
num_cat=0
split_feature=2 3 0 2 3 1 5 3 0 0 2 4 1 7 7 10 0 10 0 4 2 10 6 1 0 0 0 0 4 0
split_gain=34.7467 17.2938 15.1608 11.8945 9.98504 8.20161 6.70171 6.17508 5.92559 7.17843 6.89013 4.90679 4.55965 4.3067 3.98852 3.78101 3.69209 3.61317 4.06013 3.42438 3.46528 3.30209 3.24797 3.00438 2.78848 5.36915 3.69447 3.4822 5.82287 3.12301
threshold=65.500000000000014 609.50000000000011 5230.0000000000009 94.500000000000014 2380.0000000000005 0.41800000000000004 2.5000000000000004 591.50000000000011 836.50000000000011 1903.5000000000002 54.500000000000007 1.1015000000000004 0.57000000000000006 2.5000000000000004 2.5000000000000004 30.500000000000004 5778.5000000000009 21.500000000000004 2073.5000000000005 0.88550000000000006 44.500000000000007 41.500000000000007 4329.5000000000009 0.64950000000000008 2961.0000000000005 2222.0000000000005 4910.0000000000009 1067.5000000000002 0.6755000000000001 1873.5000000000002
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=1 6 -2 7 5 19 -1 -4 -7 -10 11 13 17 -11 -9 -15 -12 -8 -19 20 21 -3 -16 -24 25 27 -26 -14 29 -29
right_child=2 4 3 -5 -6 8 12 14 9 10 16 -13 24 15 22 -17 -18 18 -20 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.035227230680635532 0.033189492909492996 -0.028248903792593233 -0.030698770029164407 0.034406774309970516 -0.017206789405160301 -0.05506800277947535 0.017292775842712629 0.019022402244840475 0.027228858720892053 0.0079350101393093949 0.025845222707590227 0.037005526482736043 -0.04085257009045716 0.020688612069993041 0.036018297763947646 -0.025763659730747308 -0.029822376494588472 -0.013113613331497518 -0.035360138029237868 -0.055855899041143811 0.026961792770320615 0.012878242071960656 0.019002098559824411 -0.037811456402287898 0.024809431147365283 -0.026133535206790817 -0.040775140132631171 0.014673925584644105 0.036060957569516675 -0.030547814854894158
leaf_weight=41.897866271436214 94.86761835962534 17.859140895307071 20.518818512558937 22.165538027882576 53.10939896479249 3.2622118443250647 5.9338250756263724 19.377846039831638 57.666856102645397 23.353131882846355 37.983436163514853 6.4386173263192168 3.6791112869977978 5.0699896253645411 2.6244760341942301 32.216728921979666 3.2320158630609503 45.708638817071915 37.202187728136778 4.4790676347911349 5.4796903654932967 6.7159258238971224 3.0132328085601321 10.21723275259137 13.840641748160126 24.954575125128031 2.5415889397263518 7.0625671595335033 12.617901086807249 8.3100783973932248
leaf_count=204 2445 94 105 512 271 10 19 188 709 137 511 78 12 31 34 131 11 164 177 20 33 46 37 50 110 100 12 28 74 26
internal_value=0 -0.00652631 0.0197669 0.00342433 0.0021023 0.00713524 -0.0174044 -0.00889357 0.0116669 0.0129787 0.00539039 -0.0044956 -0.0127906 -0.00890211 0.00380531 -0.0194474 0.0214799 -0.0203982 -0.0230957 -0.0150708 -0.00899257 -0.0170096 -0.014793 -0.0248722 -0.00353274 -0.00878878 0.0146344 0.00487827 0.0108892 -0.00977185
internal_weight=0 460.615 172.785 77.9171 256.866 203.757 203.749 55.7516 169.223 165.961 108.294 67.0785 161.851 60.6399 35.2328 37.2867 41.2155 88.8447 82.9108 34.5338 30.0548 24.5751 15.8549 13.2305 73.0065 56.6242 16.3822 31.6697 27.9905 15.3726
internal_count=6379 3008 3371 926 2082 1811 926 414 1618 1608 899 377 722 299 309 162 522 360 341 193 173 140 121 87 362 240 122 140 128 54
is_linear=0
shrinkage=0.05


Tree=85
num_leaves=31
num_cat=0
split_feature=2 3 0 2 3 1 5 3 0 0 2 4 1 7 7 10 0 10 0 4 2 10 6 1 0 0 0 0 4 0
split_gain=34.7467 17.2938 15.1608 11.8945 9.98504 8.20161 6.70171 6.17508 5.92559 7.17843 6.89013 4.90679 4.55965 4.3067 3.98852 3.78101 3.69209 3.61317 4.06013 3.42438 3.46528 3.30209 3.24797 3.00438 2.78848 5.36915 3.69447 3.4822 5.82287 3.12301
threshold=65.500000000000014 609.50000000000011 5230.0000000000009 94.500000000000014 2380.0000000000005 0.41800000000000004 2.5000000000000004 591.50000000000011 836.50000000000011 1903.5000000000002 54.500000000000007 1.1015000000000004 0.57000000000000006 2.5000000000000004 2.5000000000000004 30.500000000000004 5778.5000000000009 21.500000000000004 2073.5000000000005 0.88550000000000006 44.500000000000007 41.500000000000007 4329.5000000000009 0.64950000000000008 2961.0000000000005 2222.0000000000005 4910.0000000000009 1067.5000000000002 0.6755000000000001 1873.5000000000002
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=1 6 -2 7 5 19 -1 -4 -7 -10 11 13 17 -11 -9 -15 -12 -8 -19 20 21 -3 -16 -24 25 27 -26 -14 29 -29
right_child=2 4 3 -5 -6 8 12 14 9 10 16 -13 24 15 22 -17 -18 18 -20 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.035227230680635532 -0.033189492909492996 0.028248903792593233 0.030698770029164407 -0.034406774309970516 0.017206789405160301 0.05506800277947535 -0.017292775842712629 -0.019022402244840475 -0.027228858720892053 -0.0079350101393093949 -0.025845222707590227 -0.037005526482736043 0.04085257009045716 -0.020688612069993041 -0.036018297763947646 0.025763659730747308 0.029822376494588472 0.013113613331497518 0.035360138029237868 0.055855899041143811 -0.026961792770320615 -0.012878242071960656 -0.019002098559824411 0.037811456402287898 -0.024809431147365283 0.026133535206790817 0.040775140132631171 -0.014673925584644105 -0.036060957569516675 0.030547814854894158
leaf_weight=41.897866271436214 94.86761835962534 17.859140895307071 20.518818512558937 22.165538027882576 53.10939896479249 3.2622118443250647 5.9338250756263724 19.377846039831638 57.666856102645397 23.353131882846355 37.983436163514853 6.4386173263192168 3.6791112869977978 5.0699896253645411 2.6244760341942301 32.216728921979666 3.2320158630609503 45.708638817071915 37.202187728136778 4.4790676347911349 5.4796903654932967 6.7159258238971224 3.0132328085601321 10.21723275259137 13.840641748160126 24.954575125128031 2.5415889397263518 7.0625671595335033 12.617901086807249 8.3100783973932248
leaf_count=204 2445 94 105 512 271 10 19 188 709 137 511 78 12 31 34 131 11 164 177 20 33 46 37 50 110 100 12 28 74 26
internal_value=0 0.00652631 -0.0197669 -0.00342433 -0.0021023 -0.00713524 0.0174044 0.00889357 -0.0116669 -0.0129787 -0.00539039 0.0044956 0.0127906 0.00890211 -0.00380531 0.0194474 -0.0214799 0.0203982 0.0230957 0.0150708 0.00899257 0.0170096 0.014793 0.0248722 0.00353274 0.00878878 -0.0146344 -0.00487827 -0.0108892 0.00977185
internal_weight=0 460.615 172.785 77.9171 256.866 203.757 203.749 55.7516 169.223 165.961 108.294 67.0785 161.851 60.6399 35.2328 37.2867 41.2155 88.8447 82.9108 34.5338 30.0548 24.5751 15.8549 13.2305 73.0065 56.6242 16.3822 31.6697 27.9905 15.3726
internal_count=6379 3008 3371 926 2082 1811 926 414 1618 1608 899 377 722 299 309 162 522 360 341 193 173 140 121 87 362 240 122 140 128 54
is_linear=0
shrinkage=0.05


Tree=86
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=87
num_leaves=31
num_cat=0
split_feature=2 5 1 0 2 4 0 0 0 0 3 0 0 10 0 4 4 2 6 1 4 1 2 0 10 7 0 0 0 8
split_gain=31.7319 16.6966 13.1481 11.9403 9.69717 7.41176 6.29768 12.2892 10.7784 8.87519 6.18611 5.63615 12.3147 10.8579 5.47299 11.9423 5.11861 4.93018 4.90587 4.46781 4.32764 4.06892 3.74541 6.72055 3.91441 3.61946 3.21383 3.10553 2.95348 2.94665
threshold=67.500000000000014 2.5000000000000004 0.56300000000000006 5230.0000000000009 94.500000000000014 1.0515000000000001 1873.5000000000002 2961.0000000000005 5778.5000000000009 921.00000000000011 591.50000000000011 1067.5000000000002 1699.0000000000002 26.500000000000004 2370.0000000000005 0.61950000000000005 0.51050000000000006 54.500000000000007 2069.5000000000005 1.0425000000000002 1.0015000000000003 0.93150000000000011 48.500000000000007 4516.5000000000009 41.500000000000007 2.5000000000000004 2628.5000000000005 1426.5000000000002 7983.0000000000009 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 2 2 2 2 2 2
left_child=1 19 11 -2 10 6 9 14 20 -4 28 -3 16 25 15 -8 18 -16 -13 29 -9 -12 -15 24 26 -14 -24 -20 -5 -1
right_child=3 2 5 4 -6 -7 7 8 -10 -11 21 12 13 22 17 -17 -18 -19 27 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016735754244256409 0.033566969545759044 -0.044908060217014545 -0.04853591498843271 -0.007523346896194754 0.03433579517662351 0.03501695348972278 -0.033046434176922025 0.030666324256009458 -0.049146704314080414 0.024829099379153924 0.015730375541454577 -0.053797060937307718 -0.0022850237809315622 -0.03085843645563098 -0.040688750849413077 0.019204124475644842 0.028334482539942786 -0.0021334745133106225 0.035017831237090374 0.023915628904392586 -0.029788021288789868 -0.031028306091617483 -0.022808257885066255 -0.061009511715047385 0.03975443584149569 0.041544696459946351 0.023424094364327817 -0.009240933075202214 -0.046815909997859749 -0.036455464638142733
leaf_weight=31.107768379151821 80.950349371880293 11.786766909062861 4.5089588165283194 8.9280544370412844 20.777433454990387 21.379126247018576 18.406806327402592 40.211563542485237 5.3266306221485129 48.071652021259069 26.03779932111502 4.1648982688784626 10.935993891209366 68.749043233692646 24.905686646699905 26.942748680710793 24.633880693465471 12.429549094289539 6.190288424491885 4.2426196113228789 3.1955498270690432 5.6648031771183005 12.613154090940961 5.1442810595035544 5.3321453705430022 8.2739854343235475 5.3548530451953402 11.018048509955404 10.299697957932947 48.446493048220873
leaf_count=148 2223 52 13 47 512 298 74 553 24 538 270 15 62 302 96 174 205 98 42 18 26 28 62 27 37 39 62 55 52 227
internal_value=0 -0.00587827 -0.0014188 0.0204059 0.00554844 0.00715149 0.00391376 -0.00193733 0.0179786 0.0185378 -0.00619559 -0.0115231 -0.00910027 -0.017756 -0.0136756 -0.00200371 0.0127998 -0.027853 -0.00510479 -0.0260784 0.0262158 0.00737527 -0.024545 -0.00928565 0.0021341 0.016593 -0.00903002 0.0066801 -0.0285711 -0.0287445
internal_weight=0 463.372 379.576 152.658 71.7078 205.378 183.999 131.419 48.7337 52.5806 50.9304 174.197 162.411 116.403 82.6848 45.3496 46.0071 37.3352 21.3732 83.7969 43.4071 31.7026 97.1935 28.4444 23.3002 19.21 17.968 17.2083 19.2278 79.5543
internal_count=6379 3247 2854 3132 909 1894 1596 1045 603 551 397 960 908 591 442 248 317 194 112 393 579 298 490 188 161 101 124 97 99 375
is_linear=0
shrinkage=0.05


Tree=88
num_leaves=31
num_cat=0
split_feature=2 5 1 0 2 4 0 0 0 0 3 0 0 10 0 4 4 2 6 1 4 1 2 0 10 7 0 0 0 8
split_gain=31.7319 16.6966 13.1481 11.9403 9.69717 7.41176 6.29768 12.2892 10.7784 8.87519 6.18611 5.63615 12.3147 10.8579 5.47299 11.9423 5.11861 4.93018 4.90587 4.46781 4.32764 4.06892 3.74541 6.72055 3.91441 3.61946 3.21383 3.10553 2.95348 2.94665
threshold=67.500000000000014 2.5000000000000004 0.56300000000000006 5230.0000000000009 94.500000000000014 1.0515000000000001 1873.5000000000002 2961.0000000000005 5778.5000000000009 921.00000000000011 591.50000000000011 1067.5000000000002 1699.0000000000002 26.500000000000004 2370.0000000000005 0.61950000000000005 0.51050000000000006 54.500000000000007 2069.5000000000005 1.0425000000000002 1.0015000000000003 0.93150000000000011 48.500000000000007 4516.5000000000009 41.500000000000007 2.5000000000000004 2628.5000000000005 1426.5000000000002 7983.0000000000009 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 2 2 2 2 2 2
left_child=1 19 11 -2 10 6 9 14 20 -4 28 -3 16 25 15 -8 18 -16 -13 29 -9 -12 -15 24 26 -14 -24 -20 -5 -1
right_child=3 2 5 4 -6 -7 7 8 -10 -11 21 12 13 22 17 -17 -18 -19 27 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016735754244256409 -0.033566969545759044 0.044908060217014545 0.04853591498843271 0.007523346896194754 -0.03433579517662351 -0.03501695348972278 0.033046434176922025 -0.030666324256009458 0.049146704314080414 -0.024829099379153924 -0.015730375541454577 0.053797060937307718 0.0022850237809315622 0.03085843645563098 0.040688750849413077 -0.019204124475644842 -0.028334482539942786 0.0021334745133106225 -0.035017831237090374 -0.023915628904392586 0.029788021288789868 0.031028306091617483 0.022808257885066255 0.061009511715047385 -0.03975443584149569 -0.041544696459946351 -0.023424094364327817 0.009240933075202214 0.046815909997859749 0.036455464638142733
leaf_weight=31.107768379151821 80.950349371880293 11.786766909062861 4.5089588165283194 8.9280544370412844 20.777433454990387 21.379126247018576 18.406806327402592 40.211563542485237 5.3266306221485129 48.071652021259069 26.03779932111502 4.1648982688784626 10.935993891209366 68.749043233692646 24.905686646699905 26.942748680710793 24.633880693465471 12.429549094289539 6.190288424491885 4.2426196113228789 3.1955498270690432 5.6648031771183005 12.613154090940961 5.1442810595035544 5.3321453705430022 8.2739854343235475 5.3548530451953402 11.018048509955404 10.299697957932947 48.446493048220873
leaf_count=148 2223 52 13 47 512 298 74 553 24 538 270 15 62 302 96 174 205 98 42 18 26 28 62 27 37 39 62 55 52 227
internal_value=0 0.00587827 0.0014188 -0.0204059 -0.00554844 -0.00715149 -0.00391376 0.00193733 -0.0179786 -0.0185378 0.00619559 0.0115231 0.00910027 0.017756 0.0136756 0.00200371 -0.0127998 0.027853 0.00510479 0.0260784 -0.0262158 -0.00737527 0.024545 0.00928565 -0.0021341 -0.016593 0.00903002 -0.0066801 0.0285711 0.0287445
internal_weight=0 463.372 379.576 152.658 71.7078 205.378 183.999 131.419 48.7337 52.5806 50.9304 174.197 162.411 116.403 82.6848 45.3496 46.0071 37.3352 21.3732 83.7969 43.4071 31.7026 97.1935 28.4444 23.3002 19.21 17.968 17.2083 19.2278 79.5543
internal_count=6379 3247 2854 3132 909 1894 1596 1045 603 551 397 960 908 591 442 248 317 194 112 393 579 298 490 188 161 101 124 97 99 375
is_linear=0
shrinkage=0.05


Tree=89
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=90
num_leaves=31
num_cat=0
split_feature=2 5 1 0 2 0 0 0 4 0 4 0 1 0 0 10 4 4 6 6 1 7 2 0 2 10 7 0 7 6
split_gain=29.0128 15.6296 11.8402 9.97174 8.28278 7.60258 8.61516 9.5249 9.62915 6.0976 6.75581 9.16454 5.79858 5.2442 10.7362 9.53409 5.21659 4.64529 4.41131 4.30804 4.20663 4.12193 3.791 5.91427 3.70565 3.40199 3.29058 3.05039 3.01296 2.8545
threshold=68.500000000000014 2.5000000000000004 0.56300000000000006 5230.0000000000009 94.500000000000014 5778.5000000000009 3160.5000000000005 2222.0000000000005 1.0515000000000001 921.00000000000011 0.61750000000000005 1792.5000000000002 0.92400000000000015 1067.5000000000002 1699.0000000000002 26.500000000000004 0.89650000000000019 0.51050000000000006 5028.0000000000009 2069.5000000000005 1.0425000000000002 1.5000000000000002 48.500000000000007 4516.5000000000009 55.500000000000007 41.500000000000007 2.5000000000000004 2628.5000000000005 1.5000000000000002 13128.500000000002
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=1 20 13 -2 12 6 7 9 18 -4 11 -11 16 -3 17 26 -5 19 21 -15 -1 -9 28 25 -20 27 -16 -24 -17 -13
right_child=3 2 5 4 -6 -7 -8 8 -10 10 -12 29 -14 14 15 22 -18 -19 24 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.02775327071220289 0.033438256277651179 -0.043678433560209708 -0.042201112395620452 0.015342896078326094 0.034269619915022871 -0.047487396315659923 0.02895364926510105 0.014955010609349773 0.036065958667175012 0.028971699491936127 0.027037863661607594 -0.013419083281598894 -0.040039419256622133 -0.050566769422513994 -0.0020186433994171232 0.0082679072263742385 -0.02554093910782031 0.027402038505978235 -0.015976566561376249 0.0063287573076027965 0.022898486427353384 -0.036189510387619486 -0.020940166380724962 -0.056117052536629776 0.031042048516124389 0.038092298773420491 0.040078516872386741 0.02316307947018887 -0.032437664517847277 -0.058580236213927384
leaf_weight=78.605396155267954 72.370714388787746 11.32646808773279 4.6423408240079871 28.265958685427904 19.473701596260071 6.1967222094535819 41.645549941807985 4.5060323216021052 9.0941553898155671 13.579999353736641 55.842664495110512 13.00166415050626 9.2142852395772916 4.1365106403827694 10.977160248905422 4.903542134910821 10.777147319167851 23.802734050899744 12.108680263161661 17.002800129354 4.3245908468961707 31.334401316940784 12.755215704441079 5.1984239406883708 6.4081880748271933 5.2948776111006728 8.0434180833399278 5.6604958251118651 62.339448697865009 4.7873059324920169
leaf_count=383 2119 52 14 285 512 30 654 26 121 137 656 58 43 15 63 23 59 205 53 97 19 139 63 28 74 40 40 74 279 18
internal_value=0 -0.00547104 -0.00112276 0.0205336 0.00674498 0.0070435 0.00875922 0.00334404 -0.0115542 0.0136355 0.0166078 -0.00195978 -0.00436226 -0.0107993 -0.00847345 -0.0165613 0.00405765 0.0122531 -0.0195212 -0.00480448 -0.0251119 -0.0297594 -0.0229596 -0.00781791 0.000295306 0.00277143 0.0157834 -0.00738401 -0.0294693 -0.0255727
internal_weight=0 457.519 374.589 140.102 67.7311 203.148 196.951 155.305 63.4515 91.854 87.2116 31.369 48.2574 171.441 160.115 115.173 39.0431 44.942 54.3573 21.1393 82.93 35.8404 96.152 28.909 18.5169 23.7106 19.0206 18.4157 67.243 17.789
internal_count=6379 3361 2959 3018 899 1980 1950 1296 413 883 869 213 387 979 927 610 344 317 292 112 402 165 507 205 127 177 103 137 302 76
is_linear=0
shrinkage=0.05


Tree=91
num_leaves=31
num_cat=0
split_feature=2 5 1 0 2 0 0 0 4 0 4 0 1 0 0 10 4 4 6 6 1 7 2 0 2 10 7 0 7 6
split_gain=29.0128 15.6296 11.8402 9.97174 8.28278 7.60258 8.61516 9.5249 9.62915 6.0976 6.75581 9.16454 5.79858 5.2442 10.7362 9.53409 5.21659 4.64529 4.41131 4.30804 4.20663 4.12193 3.791 5.91427 3.70565 3.40199 3.29058 3.05039 3.01296 2.8545
threshold=68.500000000000014 2.5000000000000004 0.56300000000000006 5230.0000000000009 94.500000000000014 5778.5000000000009 3160.5000000000005 2222.0000000000005 1.0515000000000001 921.00000000000011 0.61750000000000005 1792.5000000000002 0.92400000000000015 1067.5000000000002 1699.0000000000002 26.500000000000004 0.89650000000000019 0.51050000000000006 5028.0000000000009 2069.5000000000005 1.0425000000000002 1.5000000000000002 48.500000000000007 4516.5000000000009 55.500000000000007 41.500000000000007 2.5000000000000004 2628.5000000000005 1.5000000000000002 13128.500000000002
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=1 20 13 -2 12 6 7 9 18 -4 11 -11 16 -3 17 26 -5 19 21 -15 -1 -9 28 25 -20 27 -16 -24 -17 -13
right_child=3 2 5 4 -6 -7 -8 8 -10 10 -12 29 -14 14 15 22 -18 -19 24 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.02775327071220289 -0.033438256277651179 0.043678433560209708 0.042201112395620452 -0.015342896078326094 -0.034269619915022871 0.047487396315659923 -0.02895364926510105 -0.014955010609349773 -0.036065958667175012 -0.028971699491936127 -0.027037863661607594 0.013419083281598894 0.040039419256622133 0.050566769422513994 0.0020186433994171232 -0.0082679072263742385 0.02554093910782031 -0.027402038505978235 0.015976566561376249 -0.0063287573076027965 -0.022898486427353384 0.036189510387619486 0.020940166380724962 0.056117052536629776 -0.031042048516124389 -0.038092298773420491 -0.040078516872386741 -0.02316307947018887 0.032437664517847277 0.058580236213927384
leaf_weight=78.605396155267954 72.370714388787746 11.32646808773279 4.6423408240079871 28.265958685427904 19.473701596260071 6.1967222094535819 41.645549941807985 4.5060323216021052 9.0941553898155671 13.579999353736641 55.842664495110512 13.00166415050626 9.2142852395772916 4.1365106403827694 10.977160248905422 4.903542134910821 10.777147319167851 23.802734050899744 12.108680263161661 17.002800129354 4.3245908468961707 31.334401316940784 12.755215704441079 5.1984239406883708 6.4081880748271933 5.2948776111006728 8.0434180833399278 5.6604958251118651 62.339448697865009 4.7873059324920169
leaf_count=383 2119 52 14 285 512 30 654 26 121 137 656 58 43 15 63 23 59 205 53 97 19 139 63 28 74 40 40 74 279 18
internal_value=0 0.00547104 0.00112276 -0.0205336 -0.00674498 -0.0070435 -0.00875922 -0.00334404 0.0115542 -0.0136355 -0.0166078 0.00195978 0.00436226 0.0107993 0.00847345 0.0165613 -0.00405765 -0.0122531 0.0195212 0.00480448 0.0251119 0.0297594 0.0229596 0.00781791 -0.000295306 -0.00277143 -0.0157834 0.00738401 0.0294693 0.0255727
internal_weight=0 457.519 374.589 140.102 67.7311 203.148 196.951 155.305 63.4515 91.854 87.2116 31.369 48.2574 171.441 160.115 115.173 39.0431 44.942 54.3573 21.1393 82.93 35.8404 96.152 28.909 18.5169 23.7106 19.0206 18.4157 67.243 17.789
internal_count=6379 3361 2959 3018 899 1980 1950 1296 413 883 869 213 387 979 927 610 344 317 292 112 402 165 507 205 127 177 103 137 302 76
is_linear=0
shrinkage=0.05


Tree=92
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=93
num_leaves=31
num_cat=0
split_feature=2 5 0 2 0 2 0 4 5 0 8 1 1 6 4 5 10 0 0 10 4 2 4 0 4 0 0 0 7 1
split_gain=26.5519 11.2272 11.0363 13.4715 9.47948 8.19554 6.55626 10.7074 6.20443 5.55968 5.52304 5.4836 5.07277 4.93512 4.23439 3.79835 3.64488 3.6012 4.50856 3.76515 3.45448 3.45265 3.19974 3.10929 3.78161 5.38653 3.04861 3.36463 3.02341 3.05738
threshold=54.500000000000007 3.5000000000000004 5778.5000000000009 91.500000000000014 2198.5000000000005 65.500000000000014 4499.0000000000009 0.94350000000000012 3.5000000000000004 3326.0000000000005 2.5000000000000004 0.6755000000000001 0.49050000000000005 14705.000000000002 0.83650000000000013 2.5000000000000004 20.500000000000004 1067.5000000000002 1605.5000000000002 28.500000000000004 0.56450000000000011 68.500000000000014 0.46050000000000008 921.00000000000011 0.76450000000000007 1792.5000000000002 1644.5000000000002 1211.5000000000002 1.5000000000000002 0.87400000000000011
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=1 10 5 8 12 6 9 -8 14 15 11 26 17 16 21 -2 -6 -3 -19 -20 -17 -4 -21 -14 25 -25 27 -1 -18 -30
right_child=2 4 3 -5 13 -7 7 -9 -10 -11 -12 -13 23 -15 -16 20 28 18 19 22 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.032724137133491323 -0.049230229392722855 -0.052492270333174398 -0.031192182855713499 0.031730653317597828 0.019124248089590366 0.030976484696578318 0.013280746201410282 -0.071730796119027232 -0.045200472338785075 0.036220659265084845 -0.024862996880636576 0.017496234053248221 -0.029951181048274034 0.026793228778795281 -0.025220101071381725 -0.027088013729893258 0.016364153459109326 0.020106996128608633 0.02635297987964105 -0.058785732259358382 0.015432287991974282 0.01881890775340811 -0.011889809331087142 0.0269391186660922 0.034897574035884803 -0.0093518935331553359 -0.025388633919217807 0.021232002716925852 -0.031776903840924096 0.0080422142118924504
leaf_weight=4.2595911920070639 2.977792724967002 3.5464653670787802 4.3330900073051479 20.051413632929325 5.4807252697646609 87.720240037888288 9.353990361094473 6.1322014331817618 13.843969605863093 22.021816559135914 103.07822614908218 17.830734398216009 3.3150820285081855 6.3349433764815322 16.306183971464634 5.5731036625802508 4.3182957395911208 16.773266181349754 4.8628183305263546 4.7049531787633923 33.427859663963318 16.955140020698309 16.029713690280914 22.334405224770308 25.258027177304029 18.857823427766562 27.146494083106518 8.981636203825472 42.897591236978769 5.4309602789580813
leaf_count=23 11 16 17 555 23 2528 72 28 72 346 511 118 11 34 80 32 28 134 27 17 322 162 80 275 345 92 134 56 191 39
internal_value=0 -0.0083279 0.0134092 -0.00303308 0.000251338 0.0204392 0.00881042 -0.020382 -0.0165845 0.0158741 -0.0179097 -0.00559848 0.00881325 -0.0151136 -0.00604677 0.00520041 -0.0196808 -0.00409273 -4.16468e-05 -0.0132444 0.00935628 0.00863945 -0.0225311 0.0173075 0.0196652 0.0103251 -0.0157945 0.00387477 -0.0237205 -0.0273022
internal_weight=0 341.442 238.697 71.4898 180.145 167.207 79.4868 15.4862 51.4384 64.0006 161.297 58.2185 115.683 64.4625 37.5944 41.9788 58.1276 45.9172 42.3708 25.5975 39.001 21.2882 20.7347 69.7653 66.4503 41.1922 40.3877 13.2412 52.6468 48.3286
internal_count=6379 2154 4225 886 1312 3339 811 100 331 711 842 331 997 315 259 365 281 274 258 124 354 179 97 723 712 367 213 79 258 230
is_linear=0
shrinkage=0.05


Tree=94
num_leaves=31
num_cat=0
split_feature=2 5 0 2 0 2 0 4 5 0 8 1 1 6 4 5 10 0 0 10 4 2 4 0 4 0 0 0 7 1
split_gain=26.5519 11.2272 11.0363 13.4715 9.47948 8.19554 6.55626 10.7074 6.20443 5.55968 5.52304 5.4836 5.07277 4.93512 4.23439 3.79835 3.64488 3.6012 4.50856 3.76515 3.45448 3.45265 3.19974 3.10929 3.78161 5.38653 3.04861 3.36463 3.02341 3.05738
threshold=54.500000000000007 3.5000000000000004 5778.5000000000009 91.500000000000014 2198.5000000000005 65.500000000000014 4499.0000000000009 0.94350000000000012 3.5000000000000004 3326.0000000000005 2.5000000000000004 0.6755000000000001 0.49050000000000005 14705.000000000002 0.83650000000000013 2.5000000000000004 20.500000000000004 1067.5000000000002 1605.5000000000002 28.500000000000004 0.56450000000000011 68.500000000000014 0.46050000000000008 921.00000000000011 0.76450000000000007 1792.5000000000002 1644.5000000000002 1211.5000000000002 1.5000000000000002 0.87400000000000011
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=1 10 5 8 12 6 9 -8 14 15 11 26 17 16 21 -2 -6 -3 -19 -20 -17 -4 -21 -14 25 -25 27 -1 -18 -30
right_child=2 4 3 -5 13 -7 7 -9 -10 -11 -12 -13 23 -15 -16 20 28 18 19 22 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.032724137133491323 0.049230229392722855 0.052492270333174398 0.031192182855713499 -0.031730653317597828 -0.019124248089590366 -0.030976484696578318 -0.013280746201410282 0.071730796119027232 0.045200472338785075 -0.036220659265084845 0.024862996880636576 -0.017496234053248221 0.029951181048274034 -0.026793228778795281 0.025220101071381725 0.027088013729893258 -0.016364153459109326 -0.020106996128608633 -0.02635297987964105 0.058785732259358382 -0.015432287991974282 -0.01881890775340811 0.011889809331087142 -0.0269391186660922 -0.034897574035884803 0.0093518935331553359 0.025388633919217807 -0.021232002716925852 0.031776903840924096 -0.0080422142118924504
leaf_weight=4.2595911920070639 2.977792724967002 3.5464653670787802 4.3330900073051479 20.051413632929325 5.4807252697646609 87.720240037888288 9.353990361094473 6.1322014331817618 13.843969605863093 22.021816559135914 103.07822614908218 17.830734398216009 3.3150820285081855 6.3349433764815322 16.306183971464634 5.5731036625802508 4.3182957395911208 16.773266181349754 4.8628183305263546 4.7049531787633923 33.427859663963318 16.955140020698309 16.029713690280914 22.334405224770308 25.258027177304029 18.857823427766562 27.146494083106518 8.981636203825472 42.897591236978769 5.4309602789580813
leaf_count=23 11 16 17 555 23 2528 72 28 72 346 511 118 11 34 80 32 28 134 27 17 322 162 80 275 345 92 134 56 191 39
internal_value=0 0.0083279 -0.0134092 0.00303308 -0.000251338 -0.0204392 -0.00881042 0.020382 0.0165845 -0.0158741 0.0179097 0.00559848 -0.00881325 0.0151136 0.00604677 -0.00520041 0.0196808 0.00409273 4.16468e-05 0.0132444 -0.00935628 -0.00863945 0.0225311 -0.0173075 -0.0196652 -0.0103251 0.0157945 -0.00387477 0.0237205 0.0273022
internal_weight=0 341.442 238.697 71.4898 180.145 167.207 79.4868 15.4862 51.4384 64.0006 161.297 58.2185 115.683 64.4625 37.5944 41.9788 58.1276 45.9172 42.3708 25.5975 39.001 21.2882 20.7347 69.7653 66.4503 41.1922 40.3877 13.2412 52.6468 48.3286
internal_count=6379 2154 4225 886 1312 3339 811 100 331 711 842 331 997 315 259 365 281 274 258 124 354 179 97 723 712 367 213 79 258 230
is_linear=0
shrinkage=0.05


Tree=95
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=96
num_leaves=31
num_cat=0
split_feature=3 2 7 8 2 1 0 5 3 4 3 0 9 0 2 0 4 0 0 8 5 0 0 5 10 4 0 0 4 0
split_gain=24.5328 16.8006 8.23719 8.1676 8.42799 6.71526 6.26156 6.10627 5.88078 8.4482 5.44047 5.07102 5.59119 4.46607 4.41849 4.03324 4.01289 4.12647 3.6627 3.64363 3.68855 3.63944 6.24274 3.28179 3.21539 3.15183 3.06801 3.03346 2.74405 2.40708
threshold=609.50000000000011 61.500000000000007 1.5000000000000002 2.5000000000000004 50.500000000000007 1.0425000000000002 1110.5000000000002 2.5000000000000004 2273.5000000000005 0.44750000000000006 2325.0000000000005 2370.0000000000005 0.044500000000000005 2099.5000000000005 49.500000000000007 4923.5000000000009 0.89650000000000019 4738.5000000000009 4499.0000000000009 5.5000000000000009 2.5000000000000004 2961.0000000000005 4848.5000000000009 3.5000000000000004 31.500000000000004 0.51950000000000018 1580.5000000000002 921.00000000000011 0.61950000000000005 1717.5000000000002
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 2 6 4 13 7 -2 -4 -3 -10 11 12 -9 23 24 -11 -6 -18 -16 20 -5 -22 -23 -1 -13 26 -14 -27 29 -12
right_child=1 8 5 19 16 -7 -8 10 9 15 28 14 25 -15 18 -17 17 -19 -20 -21 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.018490613060737248 -0.037245111667405698 0.029008431285273546 -0.026885232809415807 -0.034430161193599242 0.026670675260897232 0.033127360543669257 0.028701237784799206 -0.043313170407519579 -0.45557780156922328 0.03460954118353448 -0.011281704917741883 0.0048588582878122174 0.022419918083522648 -0.031509581347550372 0.015738275283616245 -0.016015762408015815 0.023952947999288661 -0.037642579318336505 -0.037762681282339214 -0.065977691918539014 -0.019187937143192651 0.021784670780429075 -0.0320105528465622 0.016002291762285025 -0.042561335642165486 -0.048740166102575935 -0.018808424712911952 0.023483146496152289 -0.0072717633148954384 -0.054294135776854185
leaf_weight=13.600867703557016 4.0147527568042269 100.31101997382939 29.021999940276146 28.354512311518192 28.539025761187077 11.726684831082819 34.799764405936003 4.4217724651098242 0.10209775716066616 5.8466929756104973 5.4331783019006279 4.9429044462740448 7.4167216233909157 21.225954368710518 15.756144724786283 12.027451809495686 5.0885961987078172 5.8392391987144947 4.0140158012509337 4.1592530608177176 79.967293329536915 15.519013749435546 8.2651672046631557 13.988186489790676 12.915091391652821 1.4990604817867268 11.523063361644743 48.218559108674526 18.103341940790415 8.104812800884245
leaf_count=62 19 2557 118 186 466 153 412 31 3 161 27 27 70 102 169 119 68 38 22 22 365 259 83 69 48 5 47 549 94 28
internal_value=0 0.00906994 0.000957643 -0.0122237 -0.000376389 -0.00347768 0.0218801 -0.00598252 0.024289 -0.00204664 -0.00172088 0.00350489 0.0111836 -0.0142675 -0.0114083 0.000543945 0.0168049 -0.00896034 0.00487576 -0.0198992 -0.0184485 -0.0140808 0.00309046 -0.00100204 -0.0294359 0.0146934 -0.00266362 0.0213055 -0.0200049 -0.037032
internal_weight=0 340.199 221.912 224.547 88.2819 183.097 38.8145 171.371 118.287 17.9762 142.349 110.707 73.0792 48.815 37.6282 17.8741 39.4669 10.9278 19.7702 136.265 132.106 103.751 23.7842 27.5891 17.858 68.6574 18.9398 49.7176 31.6413 13.538
internal_count=6379 4659 1819 1720 805 1388 431 1235 2840 283 1117 968 702 233 266 280 572 106 191 915 893 707 342 131 75 671 117 554 149 55
is_linear=0
shrinkage=0.05


Tree=97
num_leaves=31
num_cat=0
split_feature=3 2 7 8 2 1 0 5 3 4 3 0 9 0 2 0 4 0 0 8 5 0 0 5 10 4 0 0 4 0
split_gain=24.5328 16.8006 8.23719 8.1676 8.42799 6.71526 6.26156 6.10627 5.88078 8.4482 5.44047 5.07102 5.59119 4.46607 4.41849 4.03324 4.01289 4.12647 3.6627 3.64363 3.68855 3.63944 6.24274 3.28179 3.21539 3.15183 3.06801 3.03346 2.74405 2.40708
threshold=609.50000000000011 61.500000000000007 1.5000000000000002 2.5000000000000004 50.500000000000007 1.0425000000000002 1110.5000000000002 2.5000000000000004 2273.5000000000005 0.44750000000000006 2325.0000000000005 2370.0000000000005 0.044500000000000005 2099.5000000000005 49.500000000000007 4923.5000000000009 0.89650000000000019 4738.5000000000009 4499.0000000000009 5.5000000000000009 2.5000000000000004 2961.0000000000005 4848.5000000000009 3.5000000000000004 31.500000000000004 0.51950000000000018 1580.5000000000002 921.00000000000011 0.61950000000000005 1717.5000000000002
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 2 6 4 13 7 -2 -4 -3 -10 11 12 -9 23 24 -11 -6 -18 -16 20 -5 -22 -23 -1 -13 26 -14 -27 29 -12
right_child=1 8 5 19 16 -7 -8 10 9 15 28 14 25 -15 18 -17 17 -19 -20 -21 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.018490613060737248 0.037245111667405698 -0.029008431285273546 0.026885232809415807 0.034430161193599242 -0.026670675260897232 -0.033127360543669257 -0.028701237784799206 0.043313170407519579 0.45557780156922328 -0.03460954118353448 0.011281704917741883 -0.0048588582878122174 -0.022419918083522648 0.031509581347550372 -0.015738275283616245 0.016015762408015815 -0.023952947999288661 0.037642579318336505 0.037762681282339214 0.065977691918539014 0.019187937143192651 -0.021784670780429075 0.0320105528465622 -0.016002291762285025 0.042561335642165486 0.048740166102575935 0.018808424712911952 -0.023483146496152289 0.0072717633148954384 0.054294135776854185
leaf_weight=13.600867703557016 4.0147527568042269 100.31101997382939 29.021999940276146 28.354512311518192 28.539025761187077 11.726684831082819 34.799764405936003 4.4217724651098242 0.10209775716066616 5.8466929756104973 5.4331783019006279 4.9429044462740448 7.4167216233909157 21.225954368710518 15.756144724786283 12.027451809495686 5.0885961987078172 5.8392391987144947 4.0140158012509337 4.1592530608177176 79.967293329536915 15.519013749435546 8.2651672046631557 13.988186489790676 12.915091391652821 1.4990604817867268 11.523063361644743 48.218559108674526 18.103341940790415 8.104812800884245
leaf_count=62 19 2557 118 186 466 153 412 31 3 161 27 27 70 102 169 119 68 38 22 22 365 259 83 69 48 5 47 549 94 28
internal_value=0 -0.00906994 -0.000957643 0.0122237 0.000376389 0.00347768 -0.0218801 0.00598252 -0.024289 0.00204664 0.00172088 -0.00350489 -0.0111836 0.0142675 0.0114083 -0.000543945 -0.0168049 0.00896034 -0.00487576 0.0198992 0.0184485 0.0140808 -0.00309046 0.00100204 0.0294359 -0.0146934 0.00266362 -0.0213055 0.0200049 0.037032
internal_weight=0 340.199 221.912 224.547 88.2819 183.097 38.8145 171.371 118.287 17.9762 142.349 110.707 73.0792 48.815 37.6282 17.8741 39.4669 10.9278 19.7702 136.265 132.106 103.751 23.7842 27.5891 17.858 68.6574 18.9398 49.7176 31.6413 13.538
internal_count=6379 4659 1819 1720 805 1388 431 1235 2840 283 1117 968 702 233 266 280 572 106 191 915 893 707 342 131 75 671 117 554 149 55
is_linear=0
shrinkage=0.05


Tree=98
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=99
num_leaves=31
num_cat=0
split_feature=2 3 3 0 5 2 8 0 1 3 0 8 2 0 6 0 0 4 7 5 10 0 2 7 0 4 7 10 1 5
split_gain=22.319 12.9956 11.9263 9.25009 7.27458 7.20888 5.55426 5.36016 5.16772 4.99766 4.63767 4.56176 4.02905 6.72693 3.69529 3.63988 3.08837 4.09079 3.06579 2.85758 3.14224 2.80145 2.49558 2.82475 2.47517 2.35923 2.35708 3.81311 3.13847 2.33018
threshold=68.500000000000014 996.50000000000011 2380.0000000000005 5230.0000000000009 2.5000000000000004 94.500000000000014 5.5000000000000009 921.00000000000011 0.49050000000000005 591.50000000000011 5778.5000000000009 2.5000000000000004 50.500000000000007 2099.5000000000005 1896.5000000000002 8426.5000000000018 1732.0000000000002 0.52450000000000008 2.5000000000000004 5.5000000000000009 37.500000000000007 998.00000000000011 82.500000000000014 2.5000000000000004 7983.0000000000009 0.32250000000000006 1.5000000000000002 23.500000000000004 0.87400000000000011 3.5000000000000004
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 2 2 2 2 2 2
left_child=1 4 6 -2 -1 9 7 -3 14 24 18 12 13 21 -9 29 25 -18 -10 26 -21 -6 -17 -24 -5 -16 -13 -28 -29 -11
right_child=3 2 -4 5 11 -7 -8 8 10 15 -12 19 -14 -15 16 22 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.031327643621049062 0.033180672568024434 -0.04642219151779322 -0.016195092710936491 -0.006232192703255042 -0.031021140406256316 0.034119992540068853 -0.076161886241223387 -0.051419736639720527 0.03121698559373581 0.030915507838011388 -0.035257798635581789 -0.001079603554163833 0.018986275686543014 -0.029953975659879645 -0.035833593902632271 -0.047543258060573253 -0.038437838375609157 0.0069559759571313703 0.013549799636159255 0.014559649510236259 -0.024208109560609831 0.015290015772015567 0.040146283025676646 -0.028559916562005728 -0.044345436188840147 0.028484076571482941 0.019626077677852582 -0.028203062444453753 0.011746058248493901 -0.010699945709540023
leaf_weight=43.6617371160537 60.97385629080236 3.7251088321208945 51.616917546838522 8.2663320451974887 3.7878721654415157 16.492132211104035 1.7763881534337986 3.3048749938607207 49.181026419624686 14.423659760504966 3.6164910793304434 15.858333732932804 22.40167342685163 18.734529715031385 1.5989230498671521 3.8764106780290586 7.3773052226752069 15.166316835209726 49.04084681533277 15.012081205844881 8.0187380760908109 23.680158071219921 2.8376655280590057 3.1640243977308273 8.7890264093875867 13.165956050157545 5.0733951926231375 66.140574453398585 5.3111524060368529 4.3867477625608435
leaf_count=246 2119 14 297 46 18 512 6 14 785 191 14 87 231 88 7 17 30 105 586 90 42 144 33 19 47 144 25 344 44 34
internal_value=0 -0.00481535 0.00449879 0.0193396 -0.0129795 0.00577926 0.0117183 0.0127863 0.0143346 -0.00443849 0.0203486 -0.0086261 0.00158469 -0.0068526 -0.000745616 0.00830427 0.00374322 -0.00789896 0.022396 -0.0146956 0.00106171 0.00890366 -0.0162723 0.00392514 -0.0258728 0.021519 -0.0186238 -0.0222595 -0.0252336 0.0212104
internal_weight=0 427.25 199.57 123.21 227.68 62.236 147.953 146.177 142.452 45.7439 101.838 184.019 68.6042 46.2026 40.6134 28.6885 37.3085 22.5436 98.2219 115.414 23.0308 27.468 9.8781 6.00169 17.0554 14.7649 92.3835 76.5251 71.4517 18.8104
internal_count=6379 3361 2002 3018 1359 899 1705 1699 1685 387 1385 1113 481 250 300 294 286 135 1371 632 132 162 69 52 93 151 500 413 388 225
is_linear=0
shrinkage=0.05


Tree=100
num_leaves=31
num_cat=0
split_feature=2 3 3 0 5 2 8 0 1 3 0 8 2 0 6 0 0 4 7 5 10 0 2 7 0 4 7 10 1 5
split_gain=22.319 12.9956 11.9263 9.25009 7.27458 7.20888 5.55426 5.36016 5.16772 4.99766 4.63767 4.56176 4.02905 6.72693 3.69529 3.63988 3.08837 4.09079 3.06579 2.85758 3.14224 2.80145 2.49558 2.82475 2.47517 2.35923 2.35708 3.81311 3.13847 2.33018
threshold=68.500000000000014 996.50000000000011 2380.0000000000005 5230.0000000000009 2.5000000000000004 94.500000000000014 5.5000000000000009 921.00000000000011 0.49050000000000005 591.50000000000011 5778.5000000000009 2.5000000000000004 50.500000000000007 2099.5000000000005 1896.5000000000002 8426.5000000000018 1732.0000000000002 0.52450000000000008 2.5000000000000004 5.5000000000000009 37.500000000000007 998.00000000000011 82.500000000000014 2.5000000000000004 7983.0000000000009 0.32250000000000006 1.5000000000000002 23.500000000000004 0.87400000000000011 3.5000000000000004
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 2 2 2 2 2 2
left_child=1 4 6 -2 -1 9 7 -3 14 24 18 12 13 21 -9 29 25 -18 -10 26 -21 -6 -17 -24 -5 -16 -13 -28 -29 -11
right_child=3 2 -4 5 11 -7 -8 8 10 15 -12 19 -14 -15 16 22 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.031327643621049062 -0.033180672568024434 0.04642219151779322 0.016195092710936491 0.006232192703255042 0.031021140406256316 -0.034119992540068853 0.076161886241223387 0.051419736639720527 -0.03121698559373581 -0.030915507838011388 0.035257798635581789 0.001079603554163833 -0.018986275686543014 0.029953975659879645 0.035833593902632271 0.047543258060573253 0.038437838375609157 -0.0069559759571313703 -0.013549799636159255 -0.014559649510236259 0.024208109560609831 -0.015290015772015567 -0.040146283025676646 0.028559916562005728 0.044345436188840147 -0.028484076571482941 -0.019626077677852582 0.028203062444453753 -0.011746058248493901 0.010699945709540023
leaf_weight=43.6617371160537 60.97385629080236 3.7251088321208945 51.616917546838522 8.2663320451974887 3.7878721654415157 16.492132211104035 1.7763881534337986 3.3048749938607207 49.181026419624686 14.423659760504966 3.6164910793304434 15.858333732932804 22.40167342685163 18.734529715031385 1.5989230498671521 3.8764106780290586 7.3773052226752069 15.166316835209726 49.04084681533277 15.012081205844881 8.0187380760908109 23.680158071219921 2.8376655280590057 3.1640243977308273 8.7890264093875867 13.165956050157545 5.0733951926231375 66.140574453398585 5.3111524060368529 4.3867477625608435
leaf_count=246 2119 14 297 46 18 512 6 14 785 191 14 87 231 88 7 17 30 105 586 90 42 144 33 19 47 144 25 344 44 34
internal_value=0 0.00481535 -0.00449879 -0.0193396 0.0129795 -0.00577926 -0.0117183 -0.0127863 -0.0143346 0.00443849 -0.0203486 0.0086261 -0.00158469 0.0068526 0.000745616 -0.00830427 -0.00374322 0.00789896 -0.022396 0.0146956 -0.00106171 -0.00890366 0.0162723 -0.00392514 0.0258728 -0.021519 0.0186238 0.0222595 0.0252336 -0.0212104
internal_weight=0 427.25 199.57 123.21 227.68 62.236 147.953 146.177 142.452 45.7439 101.838 184.019 68.6042 46.2026 40.6134 28.6885 37.3085 22.5436 98.2219 115.414 23.0308 27.468 9.8781 6.00169 17.0554 14.7649 92.3835 76.5251 71.4517 18.8104
internal_count=6379 3361 2002 3018 1359 899 1705 1699 1685 387 1385 1113 481 250 300 294 286 135 1371 632 132 162 69 52 93 151 500 413 388 225
is_linear=0
shrinkage=0.05


Tree=101
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=102
num_leaves=31
num_cat=0
split_feature=2 3 3 0 5 2 8 0 1 1 0 4 8 2 0 6 7 0 4 5 10 0 0 0 4 4 1 0 2 4
split_gain=20.3962 11.5454 10.5772 8.84585 6.74977 6.73713 4.93668 4.87733 4.9497 4.66753 4.27238 4.02568 3.99357 3.57786 6.02257 3.19183 2.82303 2.74881 3.5217 2.52555 2.75266 2.47999 2.38279 4.10433 2.75233 2.64617 2.49925 2.84905 2.34379 2.32865
threshold=68.500000000000014 996.50000000000011 2371.5000000000005 5230.0000000000009 2.5000000000000004 94.500000000000014 5.5000000000000009 921.00000000000011 0.49050000000000005 0.92400000000000015 7983.0000000000009 0.89650000000000019 2.5000000000000004 50.500000000000007 2099.5000000000005 1896.5000000000002 2.5000000000000004 1732.0000000000002 0.52450000000000008 5.5000000000000009 37.500000000000007 998.00000000000011 1148.0000000000002 1717.5000000000002 0.48350000000000004 0.5675 0.49050000000000005 2323.5000000000005 44.500000000000007 0.36050000000000004
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=1 4 6 -2 -1 9 7 -3 15 11 16 -5 13 14 21 -9 -10 29 -19 -14 28 -6 -4 24 -24 -25 -27 -28 -21 -17
right_child=3 2 22 5 12 -7 -8 8 10 -11 -12 -13 19 -15 -16 17 -18 18 -20 20 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.030371640493495583 0.033083776491735419 -0.045363773446488398 -0.051940023026777984 0.014185500293141893 -0.029571800012785594 0.034068323772468358 -0.071998701963176454 -0.048107474718271481 0.030101005782041269 -0.036949327600546818 -0.058401324031416194 -0.0231456118580214 -0.017558133455505148 0.018044484980603723 -0.0287390819436402 -0.027366181529998236 0.012969833895533281 -0.035976889697437599 0.0062628105253196946 -0.0047568026302152082 -0.022780153440440223 0.014416485419369416 -0.020206210848207201 -0.04741068003868492 0.035001824821562215 -0.039142357926115659 0.017809881390536259 -0.017920838492376728 0.034888414811128074 0.029159189138226974
leaf_weight=42.087981756776571 57.202959900721908 3.5633853673934928 3.9968526214361182 25.844053605571389 3.7112987339496639 15.451114928349851 1.7545447349548329 3.2971854954957953 46.886716034263372 8.7642226479947549 1.7106937468051899 10.022196315228937 91.500823237001896 22.013152020052075 18.24186858907342 2.1496179923415175 49.369829067960382 7.3571608364582088 14.985931510105727 8.0484908781945723 7.9555249512195578 23.448852885514498 3.3926099613308889 6.8445472400635472 6.7475993409752846 7.1654596328735378 8.5146830491721648 16.181342400610447 6.9448129013180724 11.956299271434544
leaf_count=246 2119 14 18 285 18 512 6 14 781 43 8 59 500 231 88 11 588 30 104 40 42 144 17 30 59 31 50 102 50 139
internal_value=0 -0.00457325 0.00429278 0.019011 -0.0123277 0.00561241 0.0113551 0.0123903 0.0138847 -0.00423906 0.0199225 0.00375397 -0.00815189 0.00150206 -0.00651853 -0.000997424 0.0213145 0.00326416 -0.00764593 -0.0138384 0.000992659 0.00840571 -0.0148229 -0.0117857 0.0165309 -0.0192041 -0.0131447 -0.00560162 0.0136066 0.0205452
internal_weight=0 419.827 195.874 117.285 223.953 60.0816 143.031 141.277 137.713 44.6305 97.9672 35.8662 181.865 67.4152 45.402 39.7462 96.2565 36.449 22.3431 114.45 22.9488 27.1602 52.8431 48.8462 10.1402 38.706 31.8615 24.696 14.9933 14.1059
internal_count=6379 3361 2002 3018 1359 899 1695 1689 1675 387 1377 344 1113 481 250 298 1369 284 134 632 132 162 307 289 76 213 183 152 90 150
is_linear=0
shrinkage=0.05


Tree=103
num_leaves=31
num_cat=0
split_feature=2 3 3 0 5 2 8 0 1 1 0 4 8 2 0 6 7 0 4 5 10 0 0 0 4 4 1 0 2 4
split_gain=20.3962 11.5454 10.5772 8.84585 6.74977 6.73713 4.93668 4.87733 4.9497 4.66753 4.27238 4.02568 3.99357 3.57786 6.02257 3.19183 2.82303 2.74881 3.5217 2.52555 2.75266 2.47999 2.38279 4.10433 2.75233 2.64617 2.49925 2.84905 2.34379 2.32865
threshold=68.500000000000014 996.50000000000011 2371.5000000000005 5230.0000000000009 2.5000000000000004 94.500000000000014 5.5000000000000009 921.00000000000011 0.49050000000000005 0.92400000000000015 7983.0000000000009 0.89650000000000019 2.5000000000000004 50.500000000000007 2099.5000000000005 1896.5000000000002 2.5000000000000004 1732.0000000000002 0.52450000000000008 5.5000000000000009 37.500000000000007 998.00000000000011 1148.0000000000002 1717.5000000000002 0.48350000000000004 0.5675 0.49050000000000005 2323.5000000000005 44.500000000000007 0.36050000000000004
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=1 4 6 -2 -1 9 7 -3 15 11 16 -5 13 14 21 -9 -10 29 -19 -14 28 -6 -4 24 -24 -25 -27 -28 -21 -17
right_child=3 2 22 5 12 -7 -8 8 10 -11 -12 -13 19 -15 -16 17 -18 18 -20 20 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=0.030371640493495583 -0.033083776491735419 0.045363773446488398 0.051940023026777984 -0.014185500293141893 0.029571800012785594 -0.034068323772468358 0.071998701963176454 0.048107474718271481 -0.030101005782041269 0.036949327600546818 0.058401324031416194 0.0231456118580214 0.017558133455505148 -0.018044484980603723 0.0287390819436402 0.027366181529998236 -0.012969833895533281 0.035976889697437599 -0.0062628105253196946 0.0047568026302152082 0.022780153440440223 -0.014416485419369416 0.020206210848207201 0.04741068003868492 -0.035001824821562215 0.039142357926115659 -0.017809881390536259 0.017920838492376728 -0.034888414811128074 -0.029159189138226974
leaf_weight=42.087981756776571 57.202959900721908 3.5633853673934928 3.9968526214361182 25.844053605571389 3.7112987339496639 15.451114928349851 1.7545447349548329 3.2971854954957953 46.886716034263372 8.7642226479947549 1.7106937468051899 10.022196315228937 91.500823237001896 22.013152020052075 18.24186858907342 2.1496179923415175 49.369829067960382 7.3571608364582088 14.985931510105727 8.0484908781945723 7.9555249512195578 23.448852885514498 3.3926099613308889 6.8445472400635472 6.7475993409752846 7.1654596328735378 8.5146830491721648 16.181342400610447 6.9448129013180724 11.956299271434544
leaf_count=246 2119 14 18 285 18 512 6 14 781 43 8 59 500 231 88 11 588 30 104 40 42 144 17 30 59 31 50 102 50 139
internal_value=0 0.00457325 -0.00429278 -0.019011 0.0123277 -0.00561241 -0.0113551 -0.0123903 -0.0138847 0.00423906 -0.0199225 -0.00375397 0.00815189 -0.00150206 0.00651853 0.000997424 -0.0213145 -0.00326416 0.00764593 0.0138384 -0.000992659 -0.00840571 0.0148229 0.0117857 -0.0165309 0.0192041 0.0131447 0.00560162 -0.0136066 -0.0205452
internal_weight=0 419.827 195.874 117.285 223.953 60.0816 143.031 141.277 137.713 44.6305 97.9672 35.8662 181.865 67.4152 45.402 39.7462 96.2565 36.449 22.3431 114.45 22.9488 27.1602 52.8431 48.8462 10.1402 38.706 31.8615 24.696 14.9933 14.1059
internal_count=6379 3361 2002 3018 1359 899 1695 1689 1675 387 1377 344 1113 481 250 298 1369 284 134 632 132 162 307 289 76 213 183 152 90 150
is_linear=0
shrinkage=0.05


Tree=104
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=105
num_leaves=31
num_cat=0
split_feature=2 7 1 5 0 0 1 10 8 10 3 3 9 0 3 7 2 0 10 0 0 0 4 0 4 4 8 2 6 4
split_gain=18.5447 11.1537 8.9786 9.00489 7.64285 7.5242 7.05643 6.8644 6.35207 6.48082 6.80098 7.16975 4.52277 4.4099 4.37704 3.96077 3.48322 4.73434 3.25553 3.24917 6.94455 4.8756 4.34985 3.32708 3.16768 3.16381 2.62098 2.81929 2.60682 2.59933
threshold=70.500000000000014 1.5000000000000002 1.0425000000000002 2.5000000000000004 5778.5000000000009 1110.5000000000002 0.89900000000000013 20.500000000000004 5.5000000000000009 20.500000000000004 989.50000000000011 2325.0000000000005 0.79250000000000009 5778.5000000000009 591.50000000000011 1.0000000180025095e-35 47.500000000000007 1732.0000000000002 33.500000000000007 3160.5000000000005 4382.5000000000009 2222.0000000000005 0.47650000000000003 1067.5000000000002 0.89650000000000019 0.88950000000000007 2.5000000000000004 31.500000000000004 1851.0000000000002 0.57450000000000012
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=1 5 3 -3 -2 -1 14 -7 9 -5 19 12 13 16 24 -9 17 -12 -19 21 -21 22 -11 -24 -6 -22 28 -28 -25 -29
right_child=4 2 -4 8 6 7 -8 15 -10 10 11 -13 -14 -15 -16 -17 -18 18 -20 20 25 -23 23 26 -26 -27 27 29 -30 -31
leaf_value=-0.033768687323624078 0.0324183204464739 -0.026803500000771582 0.027152883300363129 0.034836247621904362 0.0036723025267586702 -0.020191584559795896 -0.03342740808637689 -0.044247671267581445 -0.062903519281449369 -0.032040922689194083 0.026325569704221063 -0.016954113388169895 -0.021328075294318488 -0.065103601409147172 0.025817924336563922 0.028476386009917049 0.028918472961467118 0.026221591014388493 -0.016906289002055395 0.038138330082035619 0.0015841295190443022 -0.029883859518228601 -0.038519879792510398 -0.021885109467415516 -0.057253382953227461 -0.055967678013113011 0.028524339982099491 -0.034695080737396689 0.02519187826571196 -0.001974576298764282
leaf_weight=7.4627007879316798 54.605181682854891 61.957094464451075 17.481678260490298 10.003594134002922 9.033332306891678 9.4344591163098794 9.5365418232977373 1.9399868641048659 4.762398198246955 15.829614147543905 18.266404196619987 34.054385021328926 10.077905548736451 1.7085416018962849 26.720725901424885 53.618797792121768 31.061759578064084 5.653553623706105 19.358865670859814 8.6864875629544276 5.5055500548332912 44.890454392880201 5.7166218161582938 3.6266532596200731 2.7930997945368281 4.2171388994902372 4.6969132088124779 9.3672238141298312 15.54434624314308 17.241365399211645
leaf_count=32 1968 355 214 79 108 60 66 9 22 67 302 193 73 6 606 676 559 53 108 166 73 253 30 19 23 26 25 40 85 83
internal_value=0 -0.00407364 -0.00777297 -0.00961076 0.0196181 0.0137812 0.00508177 0.019241 -0.00566947 -0.00464286 -0.00618856 0.00246756 0.0101468 0.0143178 0.0146089 0.025937 0.0161431 0.00697413 -0.0071581 -0.0138762 0.0056486 -0.0169505 -0.00888944 -0.00236767 -0.0107168 -0.0233785 0.00172668 -0.0071893 0.0162861 -0.0134934
internal_weight=0 422.164 349.709 332.227 102.689 72.4559 48.0837 64.9932 270.27 265.507 255.504 120.181 86.127 76.0491 38.5472 55.5588 74.3406 43.2788 25.0124 135.322 18.4092 116.913 72.0227 56.1931 11.8264 9.72269 50.4765 31.3055 19.171 26.6086
internal_count=6379 3608 2831 2617 2771 777 803 745 2262 2240 2161 1294 1101 1028 737 685 1022 463 161 867 265 602 349 282 131 99 252 148 104 123
is_linear=0
shrinkage=0.05


Tree=106
num_leaves=31
num_cat=0
split_feature=2 7 1 5 0 0 1 10 8 10 3 3 9 0 3 7 2 0 10 0 0 0 4 0 4 4 8 2 6 4
split_gain=18.5447 11.1537 8.9786 9.00489 7.64285 7.5242 7.05643 6.8644 6.35207 6.48082 6.80098 7.16975 4.52277 4.4099 4.37704 3.96077 3.48322 4.73434 3.25553 3.24917 6.94455 4.8756 4.34985 3.32708 3.16768 3.16381 2.62098 2.81929 2.60682 2.59933
threshold=70.500000000000014 1.5000000000000002 1.0425000000000002 2.5000000000000004 5778.5000000000009 1110.5000000000002 0.89900000000000013 20.500000000000004 5.5000000000000009 20.500000000000004 989.50000000000011 2325.0000000000005 0.79250000000000009 5778.5000000000009 591.50000000000011 1.0000000180025095e-35 47.500000000000007 1732.0000000000002 33.500000000000007 3160.5000000000005 4382.5000000000009 2222.0000000000005 0.47650000000000003 1067.5000000000002 0.89650000000000019 0.88950000000000007 2.5000000000000004 31.500000000000004 1851.0000000000002 0.57450000000000012
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=1 5 3 -3 -2 -1 14 -7 9 -5 19 12 13 16 24 -9 17 -12 -19 21 -21 22 -11 -24 -6 -22 28 -28 -25 -29
right_child=4 2 -4 8 6 7 -8 15 -10 10 11 -13 -14 -15 -16 -17 -18 18 -20 20 25 -23 23 26 -26 -27 27 29 -30 -31
leaf_value=0.033768687323624078 -0.0324183204464739 0.026803500000771582 -0.027152883300363129 -0.034836247621904362 -0.0036723025267586702 0.020191584559795896 0.03342740808637689 0.044247671267581445 0.062903519281449369 0.032040922689194083 -0.026325569704221063 0.016954113388169895 0.021328075294318488 0.065103601409147172 -0.025817924336563922 -0.028476386009917049 -0.028918472961467118 -0.026221591014388493 0.016906289002055395 -0.038138330082035619 -0.0015841295190443022 0.029883859518228601 0.038519879792510398 0.021885109467415516 0.057253382953227461 0.055967678013113011 -0.028524339982099491 0.034695080737396689 -0.02519187826571196 0.001974576298764282
leaf_weight=7.4627007879316798 54.605181682854891 61.957094464451075 17.481678260490298 10.003594134002922 9.033332306891678 9.4344591163098794 9.5365418232977373 1.9399868641048659 4.762398198246955 15.829614147543905 18.266404196619987 34.054385021328926 10.077905548736451 1.7085416018962849 26.720725901424885 53.618797792121768 31.061759578064084 5.653553623706105 19.358865670859814 8.6864875629544276 5.5055500548332912 44.890454392880201 5.7166218161582938 3.6266532596200731 2.7930997945368281 4.2171388994902372 4.6969132088124779 9.3672238141298312 15.54434624314308 17.241365399211645
leaf_count=32 1968 355 214 79 108 60 66 9 22 67 302 193 73 6 606 676 559 53 108 166 73 253 30 19 23 26 25 40 85 83
internal_value=0 0.00407364 0.00777297 0.00961076 -0.0196181 -0.0137812 -0.00508177 -0.019241 0.00566947 0.00464286 0.00618856 -0.00246756 -0.0101468 -0.0143178 -0.0146089 -0.025937 -0.0161431 -0.00697413 0.0071581 0.0138762 -0.0056486 0.0169505 0.00888944 0.00236767 0.0107168 0.0233785 -0.00172668 0.0071893 -0.0162861 0.0134934
internal_weight=0 422.164 349.709 332.227 102.689 72.4559 48.0837 64.9932 270.27 265.507 255.504 120.181 86.127 76.0491 38.5472 55.5588 74.3406 43.2788 25.0124 135.322 18.4092 116.913 72.0227 56.1931 11.8264 9.72269 50.4765 31.3055 19.171 26.6086
internal_count=6379 3608 2831 2617 2771 777 803 745 2262 2240 2161 1294 1101 1028 737 685 1022 463 161 867 265 602 349 282 131 99 252 148 104 123
is_linear=0
shrinkage=0.05


Tree=107
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=108
num_leaves=31
num_cat=0
split_feature=3 2 4 5 8 2 3 3 9 0 8 3 5 0 4 6 1 10 10 8 2 0 0 4 0 0 0 1 6 10
split_gain=17.0526 13.0469 6.39403 5.99681 5.82411 6.23364 5.1201 4.00637 3.96368 4.75859 3.47327 3.3352 3.26019 3.25637 3.23405 2.96917 2.95032 2.88325 2.86843 2.85135 2.96413 2.81137 2.9513 3.23759 3.57988 3.58078 5.34548 4.06832 3.02108 3.58922
threshold=609.50000000000011 61.500000000000007 1.0595000000000001 3.5000000000000004 2.5000000000000004 50.500000000000007 2273.5000000000005 2188.5000000000005 0.040500000000000008 2073.5000000000005 5.5000000000000009 1984.5000000000002 2.5000000000000004 1644.5000000000002 0.9405 14949.500000000002 0.87050000000000016 25.500000000000004 20.500000000000004 2.5000000000000004 53.500000000000007 1067.5000000000002 1426.5000000000002 0.50150000000000017 1873.5000000000002 2961.0000000000005 4848.5000000000009 0.44150000000000006 2223.5000000000005 36.500000000000007
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=4 2 3 7 5 13 -3 11 -5 -10 12 19 -6 -1 -7 16 18 -15 -11 -2 -21 -14 -23 -24 -25 28 27 -27 -26 -30
right_child=1 6 -4 8 10 14 -8 -9 9 15 -12 -13 21 17 -16 -17 -18 -19 -20 20 -22 22 23 24 25 26 -28 -29 29 -31
leaf_value=0.0056994786426341291 0.0060068173896746322 0.027932531767214504 0.031392442857621418 -0.043084541245073327 -0.03210407238191907 0.023327470055265205 -0.0025121530000660076 -0.02876004665414348 0.018815602033141601 0.029738602466008426 -0.066543245449971533 0.032080183552215827 -0.046075885360178766 0.015733202939225439 -0.014199635221971048 0.032416866567401434 0.026548067958373722 -0.029068729832615971 -0.015763372712148352 -0.023870937986254472 0.021181114147907108 0.031744143314739869 -0.034042269212441079 0.019247895101833869 -0.036780680457102199 -0.066537262621759144 -0.030375997797321769 0.031869832812897479 0.0047201455128343161 -0.033150149320224018
leaf_weight=15.917059168219565 20.417791649699211 83.255068635568023 15.810535183176397 3.9450075365602961 24.682382065802813 28.139112072065473 16.556354973465204 24.562837723642588 51.118743740022182 3.8220066875219336 3.4768972992897025 5.5814359299838534 5.6282205134630194 4.2082102671265629 7.2127118166536084 5.4031660053879014 5.8243471402674905 24.488772068172693 36.931927416473627 27.667251549661163 4.2059912160038939 4.1091062948107711 13.598745407536624 10.702401645481585 16.747991448268294 1.1475531440228248 6.9660623446106902 12.389361901208757 16.472417706623677 10.088550999760626
leaf_count=81 154 2557 253 29 186 500 283 113 679 26 22 48 27 16 72 45 64 136 212 155 41 22 67 45 82 4 78 243 90 49
internal_value=0 0.00805404 0.000844538 -0.00170442 -0.0105659 -1.16739e-05 0.0228825 -0.0118406 0.00610144 0.00798348 -0.0172636 -0.00465949 -0.0158653 -0.0124385 0.0156709 -0.00266887 -0.00673888 -0.0224988 -0.0114961 -0.00858101 -0.0179259 -0.0117691 -0.00967544 -0.011607 -0.00751262 -0.0120008 0.00521343 0.0235277 -0.0201503 -0.00966398
internal_weight=0 305.102 205.291 189.481 205.976 79.9659 99.8114 82.4353 107.045 103.1 126.01 57.8725 122.533 44.614 35.3518 51.9814 46.5783 28.697 40.7539 52.291 31.8732 97.8504 92.2222 88.1131 74.5143 63.8119 20.503 13.5369 43.309 26.561
internal_count=6379 4659 1819 1566 1720 805 2840 511 1055 1026 915 398 893 233 572 347 302 152 238 350 196 707 680 658 591 546 325 247 221 139
is_linear=0
shrinkage=0.05


Tree=109
num_leaves=31
num_cat=0
split_feature=3 2 4 5 8 2 3 3 9 0 8 3 5 0 4 6 1 10 10 8 2 0 0 4 0 0 0 1 6 10
split_gain=17.0526 13.0469 6.39403 5.99681 5.82411 6.23364 5.1201 4.00637 3.96368 4.75859 3.47327 3.3352 3.26019 3.25637 3.23405 2.96917 2.95032 2.88325 2.86843 2.85135 2.96413 2.81137 2.9513 3.23759 3.57988 3.58078 5.34548 4.06832 3.02108 3.58922
threshold=609.50000000000011 61.500000000000007 1.0595000000000001 3.5000000000000004 2.5000000000000004 50.500000000000007 2273.5000000000005 2188.5000000000005 0.040500000000000008 2073.5000000000005 5.5000000000000009 1984.5000000000002 2.5000000000000004 1644.5000000000002 0.9405 14949.500000000002 0.87050000000000016 25.500000000000004 20.500000000000004 2.5000000000000004 53.500000000000007 1067.5000000000002 1426.5000000000002 0.50150000000000017 1873.5000000000002 2961.0000000000005 4848.5000000000009 0.44150000000000006 2223.5000000000005 36.500000000000007
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=4 2 3 7 5 13 -3 11 -5 -10 12 19 -6 -1 -7 16 18 -15 -11 -2 -21 -14 -23 -24 -25 28 27 -27 -26 -30
right_child=1 6 -4 8 10 14 -8 -9 9 15 -12 -13 21 17 -16 -17 -18 -19 -20 20 -22 22 23 24 25 26 -28 -29 29 -31
leaf_value=-0.0056994786426341291 -0.0060068173896746322 -0.027932531767214504 -0.031392442857621418 0.043084541245073327 0.03210407238191907 -0.023327470055265205 0.0025121530000660076 0.02876004665414348 -0.018815602033141601 -0.029738602466008426 0.066543245449971533 -0.032080183552215827 0.046075885360178766 -0.015733202939225439 0.014199635221971048 -0.032416866567401434 -0.026548067958373722 0.029068729832615971 0.015763372712148352 0.023870937986254472 -0.021181114147907108 -0.031744143314739869 0.034042269212441079 -0.019247895101833869 0.036780680457102199 0.066537262621759144 0.030375997797321769 -0.031869832812897479 -0.0047201455128343161 0.033150149320224018
leaf_weight=15.917059168219565 20.417791649699211 83.255068635568023 15.810535183176397 3.9450075365602961 24.682382065802813 28.139112072065473 16.556354973465204 24.562837723642588 51.118743740022182 3.8220066875219336 3.4768972992897025 5.5814359299838534 5.6282205134630194 4.2082102671265629 7.2127118166536084 5.4031660053879014 5.8243471402674905 24.488772068172693 36.931927416473627 27.667251549661163 4.2059912160038939 4.1091062948107711 13.598745407536624 10.702401645481585 16.747991448268294 1.1475531440228248 6.9660623446106902 12.389361901208757 16.472417706623677 10.088550999760626
leaf_count=81 154 2557 253 29 186 500 283 113 679 26 22 48 27 16 72 45 64 136 212 155 41 22 67 45 82 4 78 243 90 49
internal_value=0 -0.00805404 -0.000844538 0.00170442 0.0105659 1.16739e-05 -0.0228825 0.0118406 -0.00610144 -0.00798348 0.0172636 0.00465949 0.0158653 0.0124385 -0.0156709 0.00266887 0.00673888 0.0224988 0.0114961 0.00858101 0.0179259 0.0117691 0.00967544 0.011607 0.00751262 0.0120008 -0.00521343 -0.0235277 0.0201503 0.00966398
internal_weight=0 305.102 205.291 189.481 205.976 79.9659 99.8114 82.4353 107.045 103.1 126.01 57.8725 122.533 44.614 35.3518 51.9814 46.5783 28.697 40.7539 52.291 31.8732 97.8504 92.2222 88.1131 74.5143 63.8119 20.503 13.5369 43.309 26.561
internal_count=6379 4659 1819 1566 1720 805 2840 511 1055 1026 915 398 893 233 572 347 302 152 238 350 196 707 680 658 591 546 325 247 221 139
is_linear=0
shrinkage=0.05


Tree=110
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=111
num_leaves=31
num_cat=0
split_feature=2 7 4 0 5 0 2 10 5 8 10 3 9 0 1 1 4 6 7 9 3 6 0 0 3 1 0 2 6 6
split_gain=15.4995 9.68934 7.99961 7.40684 7.16411 6.46622 6.37386 6.1014 5.61077 5.55182 5.51503 5.38139 4.59248 4.42011 4.77627 4.01577 3.50125 3.48545 3.39418 3.31524 3.0883 2.91581 3.06551 4.51353 2.74206 2.61303 2.60218 4.26437 2.65963 2.38407
threshold=70.500000000000014 1.5000000000000002 1.0645000000000002 5526.5000000000009 2.5000000000000004 1110.5000000000002 94.500000000000014 20.500000000000004 3.5000000000000004 5.5000000000000009 20.500000000000004 609.50000000000011 0.79250000000000009 5778.5000000000009 0.49050000000000005 0.39200000000000007 0.83850000000000013 3443.5000000000005 1.0000000180025095e-35 0.032500000000000008 2515.5000000000005 2772.5000000000005 1605.5000000000002 1266.0000000000002 1576.5000000000002 0.85600000000000009 4848.5000000000009 52.500000000000007 4197.0000000000009 4669.5000000000009
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=1 5 4 -2 25 -1 8 -7 16 10 -6 17 13 14 21 -4 -5 -12 -9 -16 -21 -13 23 -23 -18 -3 27 -19 -29 -30
right_child=3 2 15 6 9 7 -8 18 -10 -11 11 12 -14 -15 19 -17 24 26 -20 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.031156671871905753 0.032668232914492459 -0.028658872056028489 -0.051054629704932714 0.019956358784252153 0.03279805130829079 -0.018711207432405542 0.033985102896232335 -0.041144347375466933 -0.044460758282328629 -0.061351747245748184 -0.02449027922800117 0.01855349393353363 -0.022161595035020659 -0.052871976715009698 -0.062171197580158544 0.034958066479275282 -0.042040630205402114 -0.012074769005331679 0.027558542800094416 0.018092431057445443 -0.0089994167027326096 -0.039634367298263702 -0.027934650358896904 0.031914690416988682 0.0070618231683025473 0.0014826963654669264 -0.046423894713912339 0.065327673260372407 -0.046705501984638131 0.018281880463864541
leaf_weight=7.3224368542432776 47.499806923791766 52.052917486056685 1.4949264973402048 15.096912063658239 9.5818600002676231 9.3440840952098352 13.387749340385197 1.8636478800326575 7.6434987951070061 4.3545946925878516 47.32300066202879 7.4768011663109055 19.231031244620681 3.3065732046961775 1.4600363019853819 14.709387002512811 5.5244363844394666 38.847733616828918 50.826136155053973 67.311719274148345 12.467569772154091 3.4127242490649241 19.361627973616123 6.2242692969739437 5.858239496126771 8.3428452592343074 3.7522635608911505 2.6014110557734957 1.6267137248069037 10.654000582173465
leaf_count=32 1949 325 6 196 79 60 509 9 49 22 291 59 123 14 14 225 36 190 676 1004 75 24 107 69 32 37 29 16 9 113
internal_value=0 -0.00373324 -0.00724926 0.0187061 -0.00898807 0.0132797 0.00474727 0.018525 -0.00672381 -0.0053719 -0.00441459 -0.00586962 0.000535386 0.00414208 0.00574358 0.027023 0.00416919 -0.0144409 0.0251285 0.0124922 0.0138586 -0.00928721 -0.0164655 0.0065772 -0.0167694 -0.0244952 -0.00616764 -0.00335632 0.019402 0.0096736
internal_weight=0 404.95 335.594 95.0106 319.39 69.3563 47.5108 62.0339 34.1231 258.994 254.639 245.057 140.252 121.021 117.715 16.2043 26.4796 104.805 52.6898 81.2393 79.7793 36.4754 28.9986 9.63699 11.3827 60.3958 57.4821 53.7299 14.8821 12.2807
internal_count=6379 3608 2831 2771 2600 777 822 745 313 2238 2216 2137 1489 1366 1352 231 264 648 685 1093 1079 259 200 93 68 362 357 328 138 122
is_linear=0
shrinkage=0.05


Tree=112
num_leaves=31
num_cat=0
split_feature=2 7 4 0 5 0 2 10 5 8 10 3 9 0 1 1 4 6 7 9 3 6 0 0 3 1 0 2 6 6
split_gain=15.4995 9.68934 7.99961 7.40684 7.16411 6.46622 6.37386 6.1014 5.61077 5.55182 5.51503 5.38139 4.59248 4.42011 4.77627 4.01577 3.50125 3.48545 3.39418 3.31524 3.0883 2.91581 3.06551 4.51353 2.74206 2.61303 2.60218 4.26437 2.65963 2.38407
threshold=70.500000000000014 1.5000000000000002 1.0645000000000002 5526.5000000000009 2.5000000000000004 1110.5000000000002 94.500000000000014 20.500000000000004 3.5000000000000004 5.5000000000000009 20.500000000000004 609.50000000000011 0.79250000000000009 5778.5000000000009 0.49050000000000005 0.39200000000000007 0.83850000000000013 3443.5000000000005 1.0000000180025095e-35 0.032500000000000008 2515.5000000000005 2772.5000000000005 1605.5000000000002 1266.0000000000002 1576.5000000000002 0.85600000000000009 4848.5000000000009 52.500000000000007 4197.0000000000009 4669.5000000000009
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=1 5 4 -2 25 -1 8 -7 16 10 -6 17 13 14 21 -4 -5 -12 -9 -16 -21 -13 23 -23 -18 -3 27 -19 -29 -30
right_child=3 2 15 6 9 7 -8 18 -10 -11 11 12 -14 -15 19 -17 24 26 -20 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.031156671871905753 -0.032668232914492459 0.028658872056028489 0.051054629704932714 -0.019956358784252153 -0.03279805130829079 0.018711207432405542 -0.033985102896232335 0.041144347375466933 0.044460758282328629 0.061351747245748184 0.02449027922800117 -0.01855349393353363 0.022161595035020659 0.052871976715009698 0.062171197580158544 -0.034958066479275282 0.042040630205402114 0.012074769005331679 -0.027558542800094416 -0.018092431057445443 0.0089994167027326096 0.039634367298263702 0.027934650358896904 -0.031914690416988682 -0.0070618231683025473 -0.0014826963654669264 0.046423894713912339 -0.065327673260372407 0.046705501984638131 -0.018281880463864541
leaf_weight=7.3224368542432776 47.499806923791766 52.052917486056685 1.4949264973402048 15.096912063658239 9.5818600002676231 9.3440840952098352 13.387749340385197 1.8636478800326575 7.6434987951070061 4.3545946925878516 47.32300066202879 7.4768011663109055 19.231031244620681 3.3065732046961775 1.4600363019853819 14.709387002512811 5.5244363844394666 38.847733616828918 50.826136155053973 67.311719274148345 12.467569772154091 3.4127242490649241 19.361627973616123 6.2242692969739437 5.858239496126771 8.3428452592343074 3.7522635608911505 2.6014110557734957 1.6267137248069037 10.654000582173465
leaf_count=32 1949 325 6 196 79 60 509 9 49 22 291 59 123 14 14 225 36 190 676 1004 75 24 107 69 32 37 29 16 9 113
internal_value=0 0.00373324 0.00724926 -0.0187061 0.00898807 -0.0132797 -0.00474727 -0.018525 0.00672381 0.0053719 0.00441459 0.00586962 -0.000535386 -0.00414208 -0.00574358 -0.027023 -0.00416919 0.0144409 -0.0251285 -0.0124922 -0.0138586 0.00928721 0.0164655 -0.0065772 0.0167694 0.0244952 0.00616764 0.00335632 -0.019402 -0.0096736
internal_weight=0 404.95 335.594 95.0106 319.39 69.3563 47.5108 62.0339 34.1231 258.994 254.639 245.057 140.252 121.021 117.715 16.2043 26.4796 104.805 52.6898 81.2393 79.7793 36.4754 28.9986 9.63699 11.3827 60.3958 57.4821 53.7299 14.8821 12.2807
internal_count=6379 3608 2831 2771 2600 777 822 745 313 2238 2216 2137 1489 1366 1352 231 264 648 685 1093 1079 259 200 93 68 362 357 328 138 122
is_linear=0
shrinkage=0.05


Tree=113
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=114
num_leaves=31
num_cat=0
split_feature=1 8 3 3 0 0 10 2 4 0 0 4 0 2 6 0 10 4 0 4 0 2 0 2 4 7 7 0 0 4
split_gain=14.2517 9.33472 7.53877 7.08806 4.49775 6.12937 6.59091 6.29172 5.3788 4.20153 13.1835 5.44682 4.76621 3.86956 3.7844 3.44861 3.42609 3.23857 3.08456 4.22091 3.33879 3.01846 3.99858 4.69491 4.68708 2.89428 2.75432 2.73296 3.39864 2.6778
threshold=0.56300000000000006 5.5000000000000009 969.50000000000011 2515.5000000000005 1067.5000000000002 1682.5000000000002 26.500000000000004 67.500000000000014 0.43250000000000005 3160.5000000000005 5230.0000000000009 1.0435000000000001 2241.0000000000005 90.500000000000014 3304.5000000000005 921.00000000000011 39.500000000000007 0.49650000000000005 1110.5000000000002 0.6755000000000001 1758.5000000000002 39.500000000000007 4516.5000000000009 52.500000000000007 0.51450000000000007 3.5000000000000004 2.5000000000000004 1148.0000000000002 1873.5000000000002 0.76050000000000006
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=4 2 9 15 -1 8 26 21 -6 11 17 12 18 29 -14 -4 -16 -11 -2 20 -20 -8 23 -23 -25 -10 -7 -5 -29 -12
right_child=1 -3 3 27 5 6 7 -9 25 10 13 -13 14 -15 16 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.039175642923088984 -0.032749810821965042 -0.063004734123724357 -0.048220505659616726 -0.072951895930955885 -0.019890311283654569 -0.0017336195861570947 -0.034553382485367067 0.026133814293828619 0.023775092779282591 -0.03695438483935256 0.00095611952955362931 0.038723656212568444 -0.043710610261648651 0.033985859700427015 0.0085824694515658651 0.021226624414369878 -0.04608962503714456 0.035000633806653268 0.020002708284847109 0.026322542261411626 -0.02335884768793535 -0.018952249115049235 -0.047795236114576096 -0.044006907244493139 0.028331577315469422 -0.03150833673372385 0.036807935062452786 0.037288177759769968 -0.011405092586537302 -0.035308332173114694
leaf_weight=12.647169426083563 6.4030002839863291 4.6602446958422652 1.8119367212057103 1.5005559921264673 12.343352328985928 12.181171337142588 31.611993547528982 7.3672997802495948 28.324609870091084 1.6489328760653759 7.520689766854054 5.7189031373709431 16.044465638697151 3.3366251979023209 9.5204597152769548 133.20039157010615 4.0994285549968472 30.275777092203498 6.539487078785899 13.879425458610056 13.82345676422119 48.22858639061451 8.6670300140976888 2.7967990115284911 11.232707317918537 2.5834386236965647 7.4831903129816046 4.2677240744233158 22.351293209940195 15.75308185815811
leaf_count=77 28 22 6 7 69 86 170 271 247 24 44 60 81 125 77 2980 26 911 40 114 54 277 52 19 113 16 47 41 195 100
internal_value=0 0.00721245 0.00831166 0.0155382 -0.0103928 -0.00828639 -0.0137268 -0.0184969 0.00801147 -0.000449056 0.00962004 -0.00820134 -0.0120182 -0.0163705 -0.0272565 0.0202946 -0.0078732 0.0312841 -0.000896728 0.0050595 -0.00943344 -0.0217036 -0.0159763 -0.0115467 0.0139108 0.0191542 0.0129332 -0.00729923 -0.00359829 -0.0235898
internal_weight=0 302.356 297.696 163.132 185.467 172.82 129.569 109.904 43.2514 134.564 58.5351 76.0286 70.3097 26.6104 29.6644 135.012 13.6199 31.9247 40.6454 34.2424 20.3629 102.537 70.9251 62.2581 14.0295 30.908 19.6644 28.1196 26.619 23.2738
internal_count=6379 4935 4913 3229 1444 1367 1035 902 332 1684 1204 480 420 269 184 2986 103 935 236 208 94 631 461 409 132 263 133 243 236 144
is_linear=0
shrinkage=0.05


Tree=115
num_leaves=31
num_cat=0
split_feature=1 8 3 3 0 0 10 2 4 0 0 4 0 2 6 0 10 4 0 4 0 2 0 2 4 7 7 0 0 4
split_gain=14.2517 9.33472 7.53877 7.08806 4.49775 6.12937 6.59091 6.29172 5.3788 4.20153 13.1835 5.44682 4.76621 3.86956 3.7844 3.44861 3.42609 3.23857 3.08456 4.22091 3.33879 3.01846 3.99858 4.69491 4.68708 2.89428 2.75432 2.73296 3.39864 2.6778
threshold=0.56300000000000006 5.5000000000000009 969.50000000000011 2515.5000000000005 1067.5000000000002 1682.5000000000002 26.500000000000004 67.500000000000014 0.43250000000000005 3160.5000000000005 5230.0000000000009 1.0435000000000001 2241.0000000000005 90.500000000000014 3304.5000000000005 921.00000000000011 39.500000000000007 0.49650000000000005 1110.5000000000002 0.6755000000000001 1758.5000000000002 39.500000000000007 4516.5000000000009 52.500000000000007 0.51450000000000007 3.5000000000000004 2.5000000000000004 1148.0000000000002 1873.5000000000002 0.76050000000000006
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=4 2 9 15 -1 8 26 21 -6 11 17 12 18 29 -14 -4 -16 -11 -2 20 -20 -8 23 -23 -25 -10 -7 -5 -29 -12
right_child=1 -3 3 27 5 6 7 -9 25 10 13 -13 14 -15 16 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.039175642923088984 0.032749810821965042 0.063004734123724357 0.048220505659616726 0.072951895930955885 0.019890311283654569 0.0017336195861570947 0.034553382485367067 -0.026133814293828619 -0.023775092779282591 0.03695438483935256 -0.00095611952955362931 -0.038723656212568444 0.043710610261648651 -0.033985859700427015 -0.0085824694515658651 -0.021226624414369878 0.04608962503714456 -0.035000633806653268 -0.020002708284847109 -0.026322542261411626 0.02335884768793535 0.018952249115049235 0.047795236114576096 0.044006907244493139 -0.028331577315469422 0.03150833673372385 -0.036807935062452786 -0.037288177759769968 0.011405092586537302 0.035308332173114694
leaf_weight=12.647169426083563 6.4030002839863291 4.6602446958422652 1.8119367212057103 1.5005559921264673 12.343352328985928 12.181171337142588 31.611993547528982 7.3672997802495948 28.324609870091084 1.6489328760653759 7.520689766854054 5.7189031373709431 16.044465638697151 3.3366251979023209 9.5204597152769548 133.20039157010615 4.0994285549968472 30.275777092203498 6.539487078785899 13.879425458610056 13.82345676422119 48.22858639061451 8.6670300140976888 2.7967990115284911 11.232707317918537 2.5834386236965647 7.4831903129816046 4.2677240744233158 22.351293209940195 15.75308185815811
leaf_count=77 28 22 6 7 69 86 170 271 247 24 44 60 81 125 77 2980 26 911 40 114 54 277 52 19 113 16 47 41 195 100
internal_value=0 -0.00721245 -0.00831166 -0.0155382 0.0103928 0.00828639 0.0137268 0.0184969 -0.00801147 0.000449056 -0.00962004 0.00820134 0.0120182 0.0163705 0.0272565 -0.0202946 0.0078732 -0.0312841 0.000896728 -0.0050595 0.00943344 0.0217036 0.0159763 0.0115467 -0.0139108 -0.0191542 -0.0129332 0.00729923 0.00359829 0.0235898
internal_weight=0 302.356 297.696 163.132 185.467 172.82 129.569 109.904 43.2514 134.564 58.5351 76.0286 70.3097 26.6104 29.6644 135.012 13.6199 31.9247 40.6454 34.2424 20.3629 102.537 70.9251 62.2581 14.0295 30.908 19.6644 28.1196 26.619 23.2738
internal_count=6379 4935 4913 3229 1444 1367 1035 902 332 1684 1204 480 420 269 184 2986 103 935 236 208 94 631 461 409 132 263 133 243 236 144
is_linear=0
shrinkage=0.05


Tree=116
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=117
num_leaves=31
num_cat=0
split_feature=2 8 5 0 2 3 1 0 1 2 0 4 0 8 3 5 9 1 0 0 4 0 6 2 0 0 6 4 10 0
split_gain=13.2136 8.5091 8.0866 6.92838 6.01404 5.58675 5.4561 4.70292 4.63537 4.79273 6.87143 3.55181 5.55589 3.5021 3.57646 3.3937 3.33959 3.33606 3.29349 3.22774 3.69071 4.76872 3.10953 2.95808 3.48946 3.91793 4.35495 2.78164 2.77238 2.32523
threshold=70.500000000000014 1.0000000180025095e-35 2.5000000000000004 5778.5000000000009 94.500000000000014 571.00000000000011 0.6885 5778.5000000000009 0.89900000000000013 53.500000000000007 2398.5000000000005 0.77850000000000008 1189.0000000000002 4.5000000000000009 2371.5000000000005 3.5000000000000004 0.040500000000000008 0.85600000000000009 998.00000000000011 1426.5000000000002 0.50150000000000017 1960.5000000000002 11698.500000000002 48.500000000000007 4794.5000000000009 3160.5000000000005 3328.0000000000005 0.57050000000000012 17.500000000000004 1535.5000000000002
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=1 -1 17 -2 6 18 -5 8 9 10 11 16 -13 14 -11 -8 -7 -3 -4 -20 -21 -22 -12 28 25 26 -25 -16 -23 -18
right_child=3 2 5 4 -6 7 15 -9 -10 13 22 12 -14 -15 27 -17 29 -19 19 20 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.036618283714613696 0.031889106939654292 -0.025960953102416674 -0.044171183337272019 0.023454053772620206 0.033916739434358682 -0.05048963211202781 -0.010090530632243098 -0.051425195841707086 0.027537787979280543 0.028061036039479539 -0.032424066389933386 -0.031522793828149612 0.034389076538757543 -0.056544602244344488 -0.056240904970217845 -0.055479869442422003 0.015434142609894192 0.0034449152699298014 0.01959903307248852 -0.032070780027279665 0.014855265610328414 0.021309336116680858 0.015984199093498332 -0.031636291784533206 -0.043976692083837199 0.028146346663221234 0.010791695681454978 0.008976629994519909 -0.027116233932685776 -0.0052276003073290847
leaf_weight=12.805940885096787 44.45573890581727 54.192893881350756 6.4715260490775099 9.6843826752156037 11.980229547247289 3.3266652077436438 16.098767863586549 3.7181597873568526 20.851612718775868 30.621238373219967 22.33466882631183 3.9421419985592392 16.918424295261502 1.5441286917775858 2.2705521378666145 5.5337640251964322 19.309556452557445 11.733342645689843 10.034064594656227 16.204072546213865 20.889192391186953 3.2550394535064688 3.8960703238844863 11.030518734827639 4.5422529056668273 10.503219353035091 13.389789590612052 5.8409024104475975 32.126722596585751 46.186159018427134
leaf_count=164 1968 360 36 154 508 18 107 16 404 731 103 25 231 19 12 34 259 61 53 80 100 10 23 55 45 183 73 56 186 305
internal_value=0 -0.00346072 -0.0048289 0.0180241 0.00378803 -0.00143917 -0.00773766 0.00422628 0.00539505 0.00243897 -0.00272394 0.00385986 0.0219333 0.0172974 0.0202412 -0.0217015 -0.00161835 -0.0207274 -0.00941206 -0.00756787 -0.010003 -0.00626792 -0.025234 -0.0121632 -0.00275155 0.00261031 -0.00837279 -0.00927901 -0.0226612 0.000863929
internal_weight=0 387.939 375.133 87.7529 43.2971 309.207 31.3169 180.76 177.042 156.191 115.914 89.6829 20.8606 40.2768 38.7327 21.6325 68.8224 65.9262 128.446 121.975 111.941 95.7367 26.2307 74.8475 39.4658 34.9235 24.4203 8.11145 35.3818 65.4957
internal_count=6379 3608 3444 2771 803 3023 295 2202 2186 1782 964 838 256 818 799 141 582 421 821 785 732 652 126 552 356 311 128 68 196 564
is_linear=0
shrinkage=0.05


Tree=118
num_leaves=31
num_cat=0
split_feature=2 8 5 0 2 3 1 0 1 2 0 4 0 8 3 5 9 1 0 0 4 0 6 2 0 0 6 4 10 0
split_gain=13.2136 8.5091 8.0866 6.92838 6.01404 5.58675 5.4561 4.70292 4.63537 4.79273 6.87143 3.55181 5.55589 3.5021 3.57646 3.3937 3.33959 3.33606 3.29349 3.22774 3.69071 4.76872 3.10953 2.95808 3.48946 3.91793 4.35495 2.78164 2.77238 2.32523
threshold=70.500000000000014 1.0000000180025095e-35 2.5000000000000004 5778.5000000000009 94.500000000000014 571.00000000000011 0.6885 5778.5000000000009 0.89900000000000013 53.500000000000007 2398.5000000000005 0.77850000000000008 1189.0000000000002 4.5000000000000009 2371.5000000000005 3.5000000000000004 0.040500000000000008 0.85600000000000009 998.00000000000011 1426.5000000000002 0.50150000000000017 1960.5000000000002 11698.500000000002 48.500000000000007 4794.5000000000009 3160.5000000000005 3328.0000000000005 0.57050000000000012 17.500000000000004 1535.5000000000002
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=1 -1 17 -2 6 18 -5 8 9 10 11 16 -13 14 -11 -8 -7 -3 -4 -20 -21 -22 -12 28 25 26 -25 -16 -23 -18
right_child=3 2 5 4 -6 7 15 -9 -10 13 22 12 -14 -15 27 -17 29 -19 19 20 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.036618283714613696 -0.031889106939654292 0.025960953102416674 0.044171183337272019 -0.023454053772620206 -0.033916739434358682 0.05048963211202781 0.010090530632243098 0.051425195841707086 -0.027537787979280543 -0.028061036039479539 0.032424066389933386 0.031522793828149612 -0.034389076538757543 0.056544602244344488 0.056240904970217845 0.055479869442422003 -0.015434142609894192 -0.0034449152699298014 -0.01959903307248852 0.032070780027279665 -0.014855265610328414 -0.021309336116680858 -0.015984199093498332 0.031636291784533206 0.043976692083837199 -0.028146346663221234 -0.010791695681454978 -0.008976629994519909 0.027116233932685776 0.0052276003073290847
leaf_weight=12.805940885096787 44.45573890581727 54.192893881350756 6.4715260490775099 9.6843826752156037 11.980229547247289 3.3266652077436438 16.098767863586549 3.7181597873568526 20.851612718775868 30.621238373219967 22.33466882631183 3.9421419985592392 16.918424295261502 1.5441286917775858 2.2705521378666145 5.5337640251964322 19.309556452557445 11.733342645689843 10.034064594656227 16.204072546213865 20.889192391186953 3.2550394535064688 3.8960703238844863 11.030518734827639 4.5422529056668273 10.503219353035091 13.389789590612052 5.8409024104475975 32.126722596585751 46.186159018427134
leaf_count=164 1968 360 36 154 508 18 107 16 404 731 103 25 231 19 12 34 259 61 53 80 100 10 23 55 45 183 73 56 186 305
internal_value=0 0.00346072 0.0048289 -0.0180241 -0.00378803 0.00143917 0.00773766 -0.00422628 -0.00539505 -0.00243897 0.00272394 -0.00385986 -0.0219333 -0.0172974 -0.0202412 0.0217015 0.00161835 0.0207274 0.00941206 0.00756787 0.010003 0.00626792 0.025234 0.0121632 0.00275155 -0.00261031 0.00837279 0.00927901 0.0226612 -0.000863929
internal_weight=0 387.939 375.133 87.7529 43.2971 309.207 31.3169 180.76 177.042 156.191 115.914 89.6829 20.8606 40.2768 38.7327 21.6325 68.8224 65.9262 128.446 121.975 111.941 95.7367 26.2307 74.8475 39.4658 34.9235 24.4203 8.11145 35.3818 65.4957
internal_count=6379 3608 3444 2771 803 3023 295 2202 2186 1782 964 838 256 818 799 141 582 421 821 785 732 652 126 552 356 311 128 68 196 564
is_linear=0
shrinkage=0.05


Tree=119
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=120
num_leaves=31
num_cat=0
split_feature=2 7 1 0 5 0 10 2 8 10 3 3 9 0 0 0 10 3 2 0 4 10 6 0 6 8 3 2 10 5
split_gain=12.027 8.10203 6.95736 6.64605 6.09522 5.19891 5.25333 4.80542 4.55944 4.72129 4.29053 5.02877 3.58782 3.46238 3.40179 3.26393 3.05054 3.96801 2.88439 3.90128 2.61848 2.60296 2.95622 3.75075 3.44581 2.57784 2.5099 2.50757 2.33064 2.79497
threshold=70.500000000000014 1.5000000000000002 1.0425000000000002 5230.0000000000009 2.5000000000000004 1110.5000000000002 20.500000000000004 94.500000000000014 5.5000000000000009 20.500000000000004 989.50000000000011 2325.0000000000005 0.79250000000000009 5778.5000000000009 8426.5000000000018 9629.5000000000018 44.500000000000007 701.50000000000011 47.500000000000007 1825.5000000000002 0.57750000000000001 52.500000000000007 2448.5000000000005 3015.5000000000005 2661.0000000000005 2.5000000000000004 609.50000000000011 40.500000000000007 33.500000000000007 3.5000000000000004
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 2 2 2 2 2 2
left_child=1 5 4 -2 25 -1 -7 14 9 -6 21 12 13 18 26 -16 -8 -18 19 -12 27 22 23 -11 -24 -3 -5 -13 -21 -30
right_child=3 2 -4 7 8 6 16 -9 -10 10 11 20 -14 -15 15 -17 17 -19 -20 28 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.027935412375657928 0.033772607889941887 -0.010465104390037845 0.026247409636752917 -0.011023704276962188 0.031762474355213018 -0.01706151161558694 0.031141629231851004 0.033878050480947046 -0.057858239389035282 -0.02912874933719848 0.021806197612685378 -0.010763444086037355 -0.01986556125955153 -0.060903416770762331 -0.03934316279075762 0.025313792481438419 -0.025815545279947501 0.033732962836588706 0.027327736144454925 0.023114401487630769 -0.0051162572851973153 0.029280510773662172 0.044003437069779994 0.021800440831150996 -0.009612634384543732 -0.032595275867883682 0.021004941259059939 -0.060132092085421279 -0.050619251691216442 -0.0046610546695507668
leaf_weight=6.9854657724499694 36.191040331497788 22.418087653815746 15.323723904788492 10.850097108632328 8.8603776916861516 9.1333374399691802 37.372955251485109 11.3001302331686 4.0036205537617198 36.618313239887357 19.697271045297384 5.1179897710680944 9.6282073780894262 1.5586391240358342 9.2237001862376911 2.4757773801684371 6.1068378277122957 5.1623381525278091 26.334398910403252 4.3017137367278364 22.46112952940166 3.7250385135412207 3.1218447797000399 4.0111333001404992 74.744879864156246 31.861143700778484 14.021167069673536 5.170747647061944 4.7192220091819754 11.064371004700659
leaf_count=32 1891 140 214 59 79 60 566 512 22 208 350 24 73 6 57 34 35 84 559 37 144 21 17 87 534 215 218 25 21 55
internal_value=0 -0.00329902 -0.00661291 0.0176034 -0.00829465 0.0128067 0.0177327 0.00537934 -0.00493776 -0.00405911 -0.00542557 0.00173579 0.00869248 0.0127554 -0.00342658 -0.0256608 0.0242659 0.00146325 0.0144919 0.00599506 -0.014685 -0.011874 -0.0131677 -0.0241008 -0.00746305 -0.0234552 0.00703243 -0.0355743 -0.00951061 -0.0184023
internal_weight=0 379.503 314.742 84.0619 299.418 64.7609 57.7755 47.8709 245.139 241.135 232.275 110.054 77.3038 67.6756 36.5707 11.6995 48.6421 11.2692 66.117 39.7826 32.7499 122.221 118.496 40.6294 77.8667 54.2792 24.8713 10.2887 20.0853 15.7836
internal_count=6379 3608 2831 2771 2617 777 745 880 2262 2240 2161 1294 1101 1028 368 91 685 119 1022 463 193 867 846 295 551 355 277 49 113 76
is_linear=0
shrinkage=0.05


Tree=121
num_leaves=31
num_cat=0
split_feature=2 7 1 0 5 0 10 2 8 10 3 3 9 0 0 0 10 3 2 0 4 10 6 0 6 8 3 2 10 5
split_gain=12.027 8.10203 6.95736 6.64605 6.09522 5.19891 5.25333 4.80542 4.55944 4.72129 4.29053 5.02877 3.58782 3.46238 3.40179 3.26393 3.05054 3.96801 2.88439 3.90128 2.61848 2.60296 2.95622 3.75075 3.44581 2.57784 2.5099 2.50757 2.33064 2.79497
threshold=70.500000000000014 1.5000000000000002 1.0425000000000002 5230.0000000000009 2.5000000000000004 1110.5000000000002 20.500000000000004 94.500000000000014 5.5000000000000009 20.500000000000004 989.50000000000011 2325.0000000000005 0.79250000000000009 5778.5000000000009 8426.5000000000018 9629.5000000000018 44.500000000000007 701.50000000000011 47.500000000000007 1825.5000000000002 0.57750000000000001 52.500000000000007 2448.5000000000005 3015.5000000000005 2661.0000000000005 2.5000000000000004 609.50000000000011 40.500000000000007 33.500000000000007 3.5000000000000004
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 2 2 2 2 2 2
left_child=1 5 4 -2 25 -1 -7 14 9 -6 21 12 13 18 26 -16 -8 -18 19 -12 27 22 23 -11 -24 -3 -5 -13 -21 -30
right_child=3 2 -4 7 8 6 16 -9 -10 10 11 20 -14 -15 15 -17 17 -19 -20 28 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.027935412375657928 -0.033772607889941887 0.010465104390037845 -0.026247409636752917 0.011023704276962188 -0.031762474355213018 0.01706151161558694 -0.031141629231851004 -0.033878050480947046 0.057858239389035282 0.02912874933719848 -0.021806197612685378 0.010763444086037355 0.01986556125955153 0.060903416770762331 0.03934316279075762 -0.025313792481438419 0.025815545279947501 -0.033732962836588706 -0.027327736144454925 -0.023114401487630769 0.0051162572851973153 -0.029280510773662172 -0.044003437069779994 -0.021800440831150996 0.009612634384543732 0.032595275867883682 -0.021004941259059939 0.060132092085421279 0.050619251691216442 0.0046610546695507668
leaf_weight=6.9854657724499694 36.191040331497788 22.418087653815746 15.323723904788492 10.850097108632328 8.8603776916861516 9.1333374399691802 37.372955251485109 11.3001302331686 4.0036205537617198 36.618313239887357 19.697271045297384 5.1179897710680944 9.6282073780894262 1.5586391240358342 9.2237001862376911 2.4757773801684371 6.1068378277122957 5.1623381525278091 26.334398910403252 4.3017137367278364 22.46112952940166 3.7250385135412207 3.1218447797000399 4.0111333001404992 74.744879864156246 31.861143700778484 14.021167069673536 5.170747647061944 4.7192220091819754 11.064371004700659
leaf_count=32 1891 140 214 59 79 60 566 512 22 208 350 24 73 6 57 34 35 84 559 37 144 21 17 87 534 215 218 25 21 55
internal_value=0 0.00329902 0.00661291 -0.0176034 0.00829465 -0.0128067 -0.0177327 -0.00537934 0.00493776 0.00405911 0.00542557 -0.00173579 -0.00869248 -0.0127554 0.00342658 0.0256608 -0.0242659 -0.00146325 -0.0144919 -0.00599506 0.014685 0.011874 0.0131677 0.0241008 0.00746305 0.0234552 -0.00703243 0.0355743 0.00951061 0.0184023
internal_weight=0 379.503 314.742 84.0619 299.418 64.7609 57.7755 47.8709 245.139 241.135 232.275 110.054 77.3038 67.6756 36.5707 11.6995 48.6421 11.2692 66.117 39.7826 32.7499 122.221 118.496 40.6294 77.8667 54.2792 24.8713 10.2887 20.0853 15.7836
internal_count=6379 3608 2831 2771 2617 777 745 880 2262 2240 2161 1294 1101 1028 368 91 685 119 1022 463 193 867 846 295 551 355 277 49 113 76
is_linear=0
shrinkage=0.05


Tree=122
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=123
num_leaves=31
num_cat=0
split_feature=1 8 4 0 0 2 0 0 4 0 0 0 10 2 4 6 2 4 0 4 0 2 0 2 4 0 5 1 10 7
split_gain=11.1999 7.60773 6.08241 7.51582 13.8923 8.80295 8.13787 5.9335 4.82493 7.15035 3.92724 5.03583 5.67872 4.82491 4.44189 3.6007 3.18664 3.12612 3.39286 3.07373 3.04502 2.74512 3.71974 3.7504 3.96956 2.70717 3.8076 2.73135 2.51658 2.96202
threshold=0.56300000000000006 5.5000000000000009 1.0645000000000002 3160.5000000000005 5230.0000000000009 87.500000000000014 2222.0000000000005 921.00000000000011 0.63850000000000018 1758.5000000000002 1067.5000000000002 1682.5000000000002 26.500000000000004 67.500000000000014 0.43250000000000005 2600.5000000000005 61.500000000000007 1.0015000000000003 4711.5000000000009 0.86450000000000016 1148.0000000000002 39.500000000000007 4516.5000000000009 52.500000000000007 0.51450000000000007 5778.5000000000009 3.5000000000000004 0.68950000000000011 25.500000000000004 3.5000000000000004
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 2 2 2 2 2 2
left_child=10 2 3 6 17 19 7 -2 9 -9 -1 14 -13 21 -12 -8 -17 -5 -19 25 -10 -14 23 -23 -25 -6 27 -27 -16 -30
right_child=1 -3 -4 4 5 -7 15 8 20 -11 11 12 13 -15 28 16 -18 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.037844209696232818 -0.039926372431937938 -0.059673774024980725 0.037736443273075987 0.032782124648860211 0.035721675486275424 0.029853431893256163 -0.034379582972907489 0.024555470433655233 -0.016457161755558444 -0.02208074072547446 -0.01811580853098 0.012646617997612526 -0.03285270777964943 0.02477709135175522 -0.031902473506976087 -0.013104159999662614 0.03507278330078431 0.034608001219805971 -0.057410871351875316 -0.030248984662384393 0.028258816983994978 -0.016990688521447219 -0.046239906198762337 -0.038935852838376785 0.02717750522886633 0.035190535118329647 -0.046742367722606371 -0.010679846417685495 0.027727783486351798 -0.02927091551695591
leaf_weight=11.404172822833059 6.0370366275310507 4.2530991211533538 15.894361792132257 63.48626296594739 3.7785460986197021 15.002496855333446 19.886736335232854 14.280157612636684 4.2657108083367339 19.364227470010519 11.911916535347698 18.792665481567383 29.172449186444283 6.4016414843499652 2.3165563903749016 29.628633040934801 3.8820989038795224 1.9469875749200571 2.0633171610534191 18.178916517645121 35.419243672862649 45.294910281896591 8.0990952253341657 2.8883094470947972 10.612714298069475 4.4644061587750974 5.3519513309001914 11.884202327579258 24.415395108982924 2.5139766037464133
leaf_count=77 25 22 343 2377 47 570 120 170 34 95 69 133 170 271 17 166 125 69 24 110 480 277 52 19 113 59 30 69 230 16
internal_value=0 0.00668676 0.00771377 0.00587077 0.0146097 -0.0031882 -0.00243329 0.00772049 0.0116431 -0.00228628 -0.00948157 -0.00749011 -0.0126193 -0.017253 0.00762189 -0.0175252 -0.00752303 0.0300777 -0.0127361 -0.0145425 0.0234523 -0.0200538 -0.0144723 -0.0100963 0.0130337 -0.0033362 -0.010137 0.00184624 0.0181049 0.0224067
internal_weight=0 279.068 274.815 258.921 126.157 58.6605 132.764 79.3664 73.3293 33.6444 173.824 162.42 121.262 102.469 41.1578 53.3975 33.5107 67.4966 4.0103 43.658 39.685 96.0675 66.895 58.7959 13.501 25.4791 21.7006 16.3486 29.2459 26.9294
internal_count=6379 4935 4913 4570 3355 885 1215 804 779 265 1444 1367 1035 902 332 411 291 2470 93 315 514 631 461 409 132 205 158 128 263 246
is_linear=0
shrinkage=0.05


Tree=124
num_leaves=31
num_cat=0
split_feature=1 8 4 0 0 2 0 0 4 0 0 0 10 2 4 6 2 4 0 4 0 2 0 2 4 0 5 1 10 7
split_gain=11.1999 7.60773 6.08241 7.51582 13.8923 8.80295 8.13787 5.9335 4.82493 7.15035 3.92724 5.03583 5.67872 4.82491 4.44189 3.6007 3.18664 3.12612 3.39286 3.07373 3.04502 2.74512 3.71974 3.7504 3.96956 2.70717 3.8076 2.73135 2.51658 2.96202
threshold=0.56300000000000006 5.5000000000000009 1.0645000000000002 3160.5000000000005 5230.0000000000009 87.500000000000014 2222.0000000000005 921.00000000000011 0.63850000000000018 1758.5000000000002 1067.5000000000002 1682.5000000000002 26.500000000000004 67.500000000000014 0.43250000000000005 2600.5000000000005 61.500000000000007 1.0015000000000003 4711.5000000000009 0.86450000000000016 1148.0000000000002 39.500000000000007 4516.5000000000009 52.500000000000007 0.51450000000000007 5778.5000000000009 3.5000000000000004 0.68950000000000011 25.500000000000004 3.5000000000000004
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 2 2 2 2 2 2
left_child=10 2 3 6 17 19 7 -2 9 -9 -1 14 -13 21 -12 -8 -17 -5 -19 25 -10 -14 23 -23 -25 -6 27 -27 -16 -30
right_child=1 -3 -4 4 5 -7 15 8 20 -11 11 12 13 -15 28 16 -18 18 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.037844209696232818 0.039926372431937938 0.059673774024980725 -0.037736443273075987 -0.032782124648860211 -0.035721675486275424 -0.029853431893256163 0.034379582972907489 -0.024555470433655233 0.016457161755558444 0.02208074072547446 0.01811580853098 -0.012646617997612526 0.03285270777964943 -0.02477709135175522 0.031902473506976087 0.013104159999662614 -0.03507278330078431 -0.034608001219805971 0.057410871351875316 0.030248984662384393 -0.028258816983994978 0.016990688521447219 0.046239906198762337 0.038935852838376785 -0.02717750522886633 -0.035190535118329647 0.046742367722606371 0.010679846417685495 -0.027727783486351798 0.02927091551695591
leaf_weight=11.404172822833059 6.0370366275310507 4.2530991211533538 15.894361792132257 63.48626296594739 3.7785460986197021 15.002496855333446 19.886736335232854 14.280157612636684 4.2657108083367339 19.364227470010519 11.911916535347698 18.792665481567383 29.172449186444283 6.4016414843499652 2.3165563903749016 29.628633040934801 3.8820989038795224 1.9469875749200571 2.0633171610534191 18.178916517645121 35.419243672862649 45.294910281896591 8.0990952253341657 2.8883094470947972 10.612714298069475 4.4644061587750974 5.3519513309001914 11.884202327579258 24.415395108982924 2.5139766037464133
leaf_count=77 25 22 343 2377 47 570 120 170 34 95 69 133 170 271 17 166 125 69 24 110 480 277 52 19 113 59 30 69 230 16
internal_value=0 -0.00668676 -0.00771377 -0.00587077 -0.0146097 0.0031882 0.00243329 -0.00772049 -0.0116431 0.00228628 0.00948157 0.00749011 0.0126193 0.017253 -0.00762189 0.0175252 0.00752303 -0.0300777 0.0127361 0.0145425 -0.0234523 0.0200538 0.0144723 0.0100963 -0.0130337 0.0033362 0.010137 -0.00184624 -0.0181049 -0.0224067
internal_weight=0 279.068 274.815 258.921 126.157 58.6605 132.764 79.3664 73.3293 33.6444 173.824 162.42 121.262 102.469 41.1578 53.3975 33.5107 67.4966 4.0103 43.658 39.685 96.0675 66.895 58.7959 13.501 25.4791 21.7006 16.3486 29.2459 26.9294
internal_count=6379 4935 4913 4570 3355 885 1215 804 779 265 1444 1367 1035 902 332 411 291 2470 93 315 514 631 461 409 132 205 158 128 263 246
is_linear=0
shrinkage=0.05


Tree=125
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=126
num_leaves=31
num_cat=0
split_feature=3 2 7 8 2 0 2 1 8 5 0 4 0 0 4 0 6 1 8 0 2 0 4 5 0 5 0 0 0 4
split_gain=10.5199 8.94096 4.81493 4.64348 4.35098 4.3369 4.65022 4.28226 3.86948 3.75281 3.36148 5.40059 5.17038 4.36494 3.38842 3.31755 3.28797 3.06242 2.85161 2.76347 2.72553 2.93661 2.71093 2.65889 2.63213 2.45661 2.43965 2.13375 2.1057 2.22513
threshold=609.50000000000011 61.500000000000007 1.5000000000000002 2.5000000000000004 50.500000000000007 5230.0000000000009 80.500000000000014 1.0425000000000002 1.0000000180025095e-35 2.5000000000000004 2370.0000000000005 0.61950000000000005 1189.0000000000002 1580.5000000000002 0.58050000000000013 1110.5000000000002 2676.5000000000005 0.26400000000000007 5.5000000000000009 4738.5000000000009 49.500000000000007 4499.0000000000009 0.89650000000000019 2.5000000000000004 2152.5000000000005 3.5000000000000004 3364.5000000000005 1067.5000000000002 1426.5000000000002 0.50150000000000017
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 2 15 4 24 -3 -7 8 -4 -10 11 13 -13 17 -12 -2 -15 -11 23 -6 -16 26 -21 -5 25 -1 -22 -25 -29 -30
right_child=1 5 7 18 19 6 -8 -9 9 10 14 12 -14 16 20 -17 -18 -19 -20 22 21 -23 -24 27 -26 -27 -28 28 29 -31
leaf_value=-0.016201109720539293 -0.023904359521708971 0.032071200390033514 0.045774249085190018 -0.030287797730355878 0.027431324809120423 -0.010186822523126152 0.025069905707374773 0.03192687501308001 -0.024994186560269655 -0.025711714496925983 0.033884685585850796 -0.035143972529606014 0.023415223270081012 0.0079279795941777503 -0.033102056189844534 0.025611585372561075 -0.030297967931988697 0.029211385900055332 -0.067288954712492591 0.01572802927359249 -0.0083778187420356174 -0.048994487610300862 -0.033705439036853774 -0.043408097288608311 -0.026605635175408138 0.015336889617539796 0.036868555689028491 0.028638732305539812 -0.029969523461100701 -0.006484371496930829
leaf_weight=11.89881017804146 3.8894014358520534 41.38936678878963 3.6880190428346387 20.464203571900725 18.567901773378257 17.543937657028437 20.030830590054393 8.4013900440186244 22.175174988806248 3.4420391060411921 3.313609041273593 4.2408633548766366 33.905914984643459 7.6867162398993996 17.536136645823717 25.96692967414856 20.976812552660704 9.6634913925081474 2.5809154920279971 7.0769411511719209 11.470044048503043 3.2360320016741744 4.5607720445841551 4.5853432714939109 14.603229992091654 12.834962669759987 4.0245278906077138 3.6735614612698546 11.923987330868838 65.4232964720577
leaf_count=68 19 2091 61 186 378 105 644 153 115 20 24 33 443 37 88 412 100 131 22 156 96 17 38 27 93 72 70 22 67 591
internal_value=0 0.00683718 0.000786714 -0.00890283 0.00118592 0.0209065 0.00860828 -0.00278112 -0.00478715 -0.00610337 -0.00259776 0.00330401 0.0169051 -0.00911755 -0.0145139 0.0191611 -0.0200469 0.0147864 -0.0153602 0.0154582 -0.018936 -0.00567324 -0.00364474 -0.0140966 -0.00977334 0.000164733 0.00337438 -0.0102261 -0.00834821 -0.0101049
internal_weight=0 262.581 183.617 178.194 69.5426 78.9641 37.5748 153.761 145.359 141.671 119.496 79.9158 38.1468 41.7691 39.5803 29.8563 28.6635 13.1055 108.651 30.2056 36.2667 18.7306 11.6377 106.07 39.337 24.7338 15.4946 85.6062 81.0208 77.3473
internal_count=6379 4659 1819 1720 805 2840 749 1388 1235 1174 1059 764 476 288 295 431 137 151 915 572 271 183 194 893 233 140 166 707 680 658
is_linear=0
shrinkage=0.05


Tree=127
num_leaves=31
num_cat=0
split_feature=3 2 7 8 2 0 2 1 8 5 0 4 0 0 4 0 6 1 8 0 2 0 4 5 0 5 0 0 0 4
split_gain=10.5199 8.94096 4.81493 4.64348 4.35098 4.3369 4.65022 4.28226 3.86948 3.75281 3.36148 5.40059 5.17038 4.36494 3.38842 3.31755 3.28797 3.06242 2.85161 2.76347 2.72553 2.93661 2.71093 2.65889 2.63213 2.45661 2.43965 2.13375 2.1057 2.22513
threshold=609.50000000000011 61.500000000000007 1.5000000000000002 2.5000000000000004 50.500000000000007 5230.0000000000009 80.500000000000014 1.0425000000000002 1.0000000180025095e-35 2.5000000000000004 2370.0000000000005 0.61950000000000005 1189.0000000000002 1580.5000000000002 0.58050000000000013 1110.5000000000002 2676.5000000000005 0.26400000000000007 5.5000000000000009 4738.5000000000009 49.500000000000007 4499.0000000000009 0.89650000000000019 2.5000000000000004 2152.5000000000005 3.5000000000000004 3364.5000000000005 1067.5000000000002 1426.5000000000002 0.50150000000000017
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 2 15 4 24 -3 -7 8 -4 -10 11 13 -13 17 -12 -2 -15 -11 23 -6 -16 26 -21 -5 25 -1 -22 -25 -29 -30
right_child=1 5 7 18 19 6 -8 -9 9 10 14 12 -14 16 20 -17 -18 -19 -20 22 21 -23 -24 27 -26 -27 -28 28 29 -31
leaf_value=0.016201109720539293 0.023904359521708971 -0.032071200390033514 -0.045774249085190018 0.030287797730355878 -0.027431324809120423 0.010186822523126152 -0.025069905707374773 -0.03192687501308001 0.024994186560269655 0.025711714496925983 -0.033884685585850796 0.035143972529606014 -0.023415223270081012 -0.0079279795941777503 0.033102056189844534 -0.025611585372561075 0.030297967931988697 -0.029211385900055332 0.067288954712492591 -0.01572802927359249 0.0083778187420356174 0.048994487610300862 0.033705439036853774 0.043408097288608311 0.026605635175408138 -0.015336889617539796 -0.036868555689028491 -0.028638732305539812 0.029969523461100701 0.006484371496930829
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leaf_count=68 19 2091 61 186 378 105 644 153 115 20 24 33 443 37 88 412 100 131 22 156 96 17 38 27 93 72 70 22 67 591
internal_value=0 -0.00683718 -0.000786714 0.00890283 -0.00118592 -0.0209065 -0.00860828 0.00278112 0.00478715 0.00610337 0.00259776 -0.00330401 -0.0169051 0.00911755 0.0145139 -0.0191611 0.0200469 -0.0147864 0.0153602 -0.0154582 0.018936 0.00567324 0.00364474 0.0140966 0.00977334 -0.000164733 -0.00337438 0.0102261 0.00834821 0.0101049
internal_weight=0 262.581 183.617 178.194 69.5426 78.9641 37.5748 153.761 145.359 141.671 119.496 79.9158 38.1468 41.7691 39.5803 29.8563 28.6635 13.1055 108.651 30.2056 36.2667 18.7306 11.6377 106.07 39.337 24.7338 15.4946 85.6062 81.0208 77.3473
internal_count=6379 4659 1819 1720 805 2840 749 1388 1235 1174 1059 764 476 288 295 431 137 151 915 572 271 183 194 893 233 140 166 707 680 658
is_linear=0
shrinkage=0.05


Tree=128
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=129
num_leaves=31
num_cat=0
split_feature=2 8 4 0 5 0 4 2 4 0 0 6 0 5 0 4 0 0 4 0 2 1 4 1 0 4 0 5 1 6
split_gain=9.50356 6.91674 6.23848 5.9289 5.7459 4.9531 5.45631 4.93656 5.26237 4.72338 5.60683 4.67933 4.58437 5.38585 3.28366 3.27296 3.22317 3.91944 5.69637 3.08575 3.0511 3.08668 3.64971 2.98819 2.84482 5.19529 5.30342 2.74882 2.70725 2.63285
threshold=70.500000000000014 1.0000000180025095e-35 1.0875000000000001 5526.5000000000009 3.5000000000000004 4680.5000000000009 0.9405 52.500000000000007 0.83350000000000002 3108.5000000000005 2135.5000000000005 2209.5000000000005 12859.000000000002 3.5000000000000004 5778.5000000000009 0.52950000000000019 2012.0000000000002 998.00000000000011 0.51050000000000006 8426.5000000000018 43.500000000000007 0.43050000000000005 0.88750000000000007 0.39200000000000007 1148.0000000000002 0.64250000000000018 1699.0000000000002 1.5000000000000002 0.44150000000000006 5028.0000000000009
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=1 -1 4 -2 7 9 14 16 15 10 24 -12 13 19 -7 -9 17 -3 -19 -5 -13 -22 29 -4 -6 26 -26 -20 -11 -23
right_child=3 2 23 12 5 6 -8 8 -10 28 11 20 -14 -15 -16 -17 -18 18 27 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.035541924293124853 0.032014493663410984 -0.038641180115299378 -0.048710033456636846 0.016500885804060506 -0.017689225299310822 0.030637146516637057 -0.071794655667577603 -0.022871197016836122 -0.025863044139821913 -0.040763263003866748 -0.033136187533426543 -0.021620236177773464 0.034222323918226202 -0.046963228251486723 -0.039658336731354209 0.020485688562020318 -0.0282546242599119 -0.025310521983268771 -0.037823524406497402 -0.022097727182922744 0.05026227832266375 -0.024152119190396885 0.041768253442914099 0.036400441046962086 0.021368933823980491 0.028153088368317477 -0.012932330252680195 0.013626545041206254 0.030322305746337097 0.0096228381771840434
leaf_weight=11.309086179360746 34.193014822900295 10.523376755416392 1.1258878782391537 17.275930384173996 9.5609541907906515 3.577103113755582 4.8241419959813356 5.2729480527341392 12.310428775846956 1.4419061858207012 18.107467573136091 15.03184327110648 9.4390367120504362 6.27038425579667 3.1018497124314308 24.942678071558475 47.048384804278612 20.716687571257353 2.8686946928501156 7.3941093795001498 3.4709669444710043 11.881105953827506 4.4357259441167107 12.274511918425558 18.994858503341675 28.352289721369743 27.704559020698071 27.315377619117498 18.838251428678632 11.218009892851112
leaf_count=164 1949 69 5 263 71 65 26 47 132 10 103 81 430 43 25 314 288 114 21 86 19 74 47 260 221 436 138 226 561 91
internal_value=0 -0.00293512 -0.00419662 0.0166938 -0.00554847 0.000471299 -0.0312759 -0.012746 0.00169271 0.00263171 -0.000454322 -0.011603 0.00372029 -0.005585 -0.00200959 0.0129195 -0.0184066 -0.0108634 -0.00512055 0.0049321 -0.00313364 0.00582879 0.000227629 0.0292495 0.00799755 0.0112698 0.00101961 0.00873673 0.0252682 -0.00774942
internal_weight=0 356.249 344.94 74.5725 331.54 180.541 11.5031 150.999 42.5261 169.038 148.758 64.1451 40.3795 30.9404 6.67895 30.2156 108.473 61.4241 50.9008 24.67 46.0377 31.0058 27.5348 13.4004 84.6127 75.0517 46.6994 30.1841 20.2802 23.0991
internal_count=6379 3608 3444 2771 3179 1968 116 1211 493 1852 1281 415 822 392 90 361 718 430 361 349 312 231 212 265 866 795 359 247 571 165
is_linear=0
shrinkage=0.05


Tree=130
num_leaves=31
num_cat=0
split_feature=2 8 4 0 5 0 4 2 4 0 0 6 0 5 0 4 0 0 4 0 2 1 4 1 0 4 0 5 1 6
split_gain=9.50356 6.91674 6.23848 5.9289 5.7459 4.9531 5.45631 4.93656 5.26237 4.72338 5.60683 4.67933 4.58437 5.38585 3.28366 3.27296 3.22317 3.91944 5.69637 3.08575 3.0511 3.08668 3.64971 2.98819 2.84482 5.19529 5.30342 2.74882 2.70725 2.63285
threshold=70.500000000000014 1.0000000180025095e-35 1.0875000000000001 5526.5000000000009 3.5000000000000004 4680.5000000000009 0.9405 52.500000000000007 0.83350000000000002 3108.5000000000005 2135.5000000000005 2209.5000000000005 12859.000000000002 3.5000000000000004 5778.5000000000009 0.52950000000000019 2012.0000000000002 998.00000000000011 0.51050000000000006 8426.5000000000018 43.500000000000007 0.43050000000000005 0.88750000000000007 0.39200000000000007 1148.0000000000002 0.64250000000000018 1699.0000000000002 1.5000000000000002 0.44150000000000006 5028.0000000000009
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=1 -1 4 -2 7 9 14 16 15 10 24 -12 13 19 -7 -9 17 -3 -19 -5 -13 -22 29 -4 -6 26 -26 -20 -11 -23
right_child=3 2 23 12 5 6 -8 8 -10 28 11 20 -14 -15 -16 -17 -18 18 27 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.035541924293124853 -0.032014493663410984 0.038641180115299378 0.048710033456636846 -0.016500885804060506 0.017689225299310822 -0.030637146516637057 0.071794655667577603 0.022871197016836122 0.025863044139821913 0.040763263003866748 0.033136187533426543 0.021620236177773464 -0.034222323918226202 0.046963228251486723 0.039658336731354209 -0.020485688562020318 0.0282546242599119 0.025310521983268771 0.037823524406497402 0.022097727182922744 -0.05026227832266375 0.024152119190396885 -0.041768253442914099 -0.036400441046962086 -0.021368933823980491 -0.028153088368317477 0.012932330252680195 -0.013626545041206254 -0.030322305746337097 -0.0096228381771840434
leaf_weight=11.309086179360746 34.193014822900295 10.523376755416392 1.1258878782391537 17.275930384173996 9.5609541907906515 3.577103113755582 4.8241419959813356 5.2729480527341392 12.310428775846956 1.4419061858207012 18.107467573136091 15.03184327110648 9.4390367120504362 6.27038425579667 3.1018497124314308 24.942678071558475 47.048384804278612 20.716687571257353 2.8686946928501156 7.3941093795001498 3.4709669444710043 11.881105953827506 4.4357259441167107 12.274511918425558 18.994858503341675 28.352289721369743 27.704559020698071 27.315377619117498 18.838251428678632 11.218009892851112
leaf_count=164 1949 69 5 263 71 65 26 47 132 10 103 81 430 43 25 314 288 114 21 86 19 74 47 260 221 436 138 226 561 91
internal_value=0 0.00293512 0.00419662 -0.0166938 0.00554847 -0.000471299 0.0312759 0.012746 -0.00169271 -0.00263171 0.000454322 0.011603 -0.00372029 0.005585 0.00200959 -0.0129195 0.0184066 0.0108634 0.00512055 -0.0049321 0.00313364 -0.00582879 -0.000227629 -0.0292495 -0.00799755 -0.0112698 -0.00101961 -0.00873673 -0.0252682 0.00774942
internal_weight=0 356.249 344.94 74.5725 331.54 180.541 11.5031 150.999 42.5261 169.038 148.758 64.1451 40.3795 30.9404 6.67895 30.2156 108.473 61.4241 50.9008 24.67 46.0377 31.0058 27.5348 13.4004 84.6127 75.0517 46.6994 30.1841 20.2802 23.0991
internal_count=6379 3608 3444 2771 3179 1968 116 1211 493 1852 1281 415 822 392 90 361 718 430 361 349 312 231 212 265 866 795 359 247 571 165
is_linear=0
shrinkage=0.05


Tree=131
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=132
num_leaves=31
num_cat=0
split_feature=8 2 8 3 0 3 1 2 0 0 0 4 0 9 3 0 2 5 9 0 1 5 6 2 7 2 10 0 0 4
split_gain=9.10997 6.27985 6.07997 5.40508 5.40327 4.98918 5.17316 4.02906 3.75763 3.73964 3.41845 3.15982 4.63495 2.7024 2.77331 2.68336 2.58123 2.54319 2.56972 2.49636 3.46316 2.45461 2.42691 2.30436 2.25526 2.55331 1.96625 1.95384 1.81711 1.95824
threshold=2.5000000000000004 60.500000000000007 5.5000000000000009 609.50000000000011 2118.5000000000005 2233.5000000000005 0.40250000000000008 44.500000000000007 921.00000000000011 4499.0000000000009 3326.0000000000005 0.63850000000000018 1362.5000000000002 0.79250000000000009 1167.5000000000002 5230.0000000000009 87.500000000000014 3.5000000000000004 0.054500000000000007 1189.0000000000002 0.59800000000000009 2.5000000000000004 11181.000000000002 54.500000000000007 4.5000000000000009 44.500000000000007 29.500000000000004 1067.5000000000002 1426.5000000000002 0.50150000000000017
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=1 4 3 21 8 6 -5 -6 -1 10 22 12 -10 14 24 -3 -17 -14 -19 20 -13 -2 26 -15 25 -8 -9 -23 -29 -30
right_child=2 15 -4 5 7 -7 13 9 11 -11 -12 19 17 23 -16 16 -18 18 -20 -21 -22 27 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.03641919199436832 -0.029313261498203853 0.033234577182063262 -0.057126425747030744 -0.020450712837334684 -0.028217305251357679 -0.014083825951151631 -0.012290598520473421 0.014659488382040044 0.043329963490815804 -0.032463884777402023 0.041783702863929739 -0.046965141652499896 -0.023374570073485687 -0.033025543715375034 0.021970775050402427 0.00039607061175001327 0.034046796420850116 -0.012438689736279157 0.02869524082878255 0.035154186195078797 0.0372700510539817 -0.04255778947128866 0.03197442230533807 0.035063795017177858 -0.047840872574056788 0.018487363982490849 -0.018845402879511513 0.027579222940247283 -0.028493685572052348 -0.0059649207261259236
leaf_weight=3.6704987064003936 19.324727127328515 29.848175742663443 5.6286902055144301 14.162705030292271 17.916058683767915 35.982088025659323 11.049871694296604 6.5194157380610802 6.3362843934446564 6.9704495500773183 6.0494033750146619 2.4076706171035793 10.475782370194795 5.4571153894066802 49.987355649471283 17.629150308668617 8.4208199959248287 7.4074042402207834 7.7896553073078394 22.590588092803955 2.4739715438336134 4.246527172625064 4.7400892786681643 1.6089727096259592 2.0490943919867268 17.270614075474441 13.336610803380607 3.4807575903832904 11.366044670343397 63.724964638240635
leaf_count=24 186 1571 35 101 111 325 89 48 65 43 85 13 74 29 1213 150 396 30 97 372 30 27 37 58 15 389 86 22 67 591
internal_value=0 0.00918243 -0.00576026 -0.00455413 0.00267443 0.00191541 0.00758241 -0.00870246 0.0126786 0.000592241 0.00811099 0.0157083 0.00503206 0.0121238 0.0147306 0.0230003 0.0112739 -0.00442021 0.0086456 0.0281478 -0.00427552 -0.0132674 -0.000170795 -0.0175214 0.00281361 0.00647865 -0.0078446 -0.00952327 -0.00773787 -0.00937496
internal_weight=0 174.582 245.34 239.711 118.684 137.568 101.586 55.532 63.1519 37.616 30.6455 59.4814 32.0091 87.423 80.3569 55.8981 26.05 25.6728 15.1971 27.4722 4.88164 102.143 24.5961 7.06609 30.3696 28.3205 19.856 82.8183 78.5718 75.091
internal_count=6379 3232 3147 3112 1115 2219 1894 410 705 299 256 681 266 1793 1706 2117 546 201 127 415 43 893 171 87 493 478 134 707 680 658
is_linear=0
shrinkage=0.05


Tree=133
num_leaves=31
num_cat=0
split_feature=8 2 8 3 0 3 1 2 0 0 0 4 0 9 3 0 2 5 9 0 1 5 6 2 7 2 10 0 0 4
split_gain=9.10997 6.27985 6.07997 5.40508 5.40327 4.98918 5.17316 4.02906 3.75763 3.73964 3.41845 3.15982 4.63495 2.7024 2.77331 2.68336 2.58123 2.54319 2.56972 2.49636 3.46316 2.45461 2.42691 2.30436 2.25526 2.55331 1.96625 1.95384 1.81711 1.95824
threshold=2.5000000000000004 60.500000000000007 5.5000000000000009 609.50000000000011 2118.5000000000005 2233.5000000000005 0.40250000000000008 44.500000000000007 921.00000000000011 4499.0000000000009 3326.0000000000005 0.63850000000000018 1362.5000000000002 0.79250000000000009 1167.5000000000002 5230.0000000000009 87.500000000000014 3.5000000000000004 0.054500000000000007 1189.0000000000002 0.59800000000000009 2.5000000000000004 11181.000000000002 54.500000000000007 4.5000000000000009 44.500000000000007 29.500000000000004 1067.5000000000002 1426.5000000000002 0.50150000000000017
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=1 4 3 21 8 6 -5 -6 -1 10 22 12 -10 14 24 -3 -17 -14 -19 20 -13 -2 26 -15 25 -8 -9 -23 -29 -30
right_child=2 15 -4 5 7 -7 13 9 11 -11 -12 19 17 23 -16 16 -18 18 -20 -21 -22 27 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.03641919199436832 0.029313261498203853 -0.033234577182063262 0.057126425747030744 0.020450712837334684 0.028217305251357679 0.014083825951151631 0.012290598520473421 -0.014659488382040044 -0.043329963490815804 0.032463884777402023 -0.041783702863929739 0.046965141652499896 0.023374570073485687 0.033025543715375034 -0.021970775050402427 -0.00039607061175001327 -0.034046796420850116 0.012438689736279157 -0.02869524082878255 -0.035154186195078797 -0.0372700510539817 0.04255778947128866 -0.03197442230533807 -0.035063795017177858 0.047840872574056788 -0.018487363982490849 0.018845402879511513 -0.027579222940247283 0.028493685572052348 0.0059649207261259236
leaf_weight=3.6704987064003936 19.324727127328515 29.848175742663443 5.6286902055144301 14.162705030292271 17.916058683767915 35.982088025659323 11.049871694296604 6.5194157380610802 6.3362843934446564 6.9704495500773183 6.0494033750146619 2.4076706171035793 10.475782370194795 5.4571153894066802 49.987355649471283 17.629150308668617 8.4208199959248287 7.4074042402207834 7.7896553073078394 22.590588092803955 2.4739715438336134 4.246527172625064 4.7400892786681643 1.6089727096259592 2.0490943919867268 17.270614075474441 13.336610803380607 3.4807575903832904 11.366044670343397 63.724964638240635
leaf_count=24 186 1571 35 101 111 325 89 48 65 43 85 13 74 29 1213 150 396 30 97 372 30 27 37 58 15 389 86 22 67 591
internal_value=0 -0.00918243 0.00576026 0.00455413 -0.00267443 -0.00191541 -0.00758241 0.00870246 -0.0126786 -0.000592241 -0.00811099 -0.0157083 -0.00503206 -0.0121238 -0.0147306 -0.0230003 -0.0112739 0.00442021 -0.0086456 -0.0281478 0.00427552 0.0132674 0.000170795 0.0175214 -0.00281361 -0.00647865 0.0078446 0.00952327 0.00773787 0.00937496
internal_weight=0 174.582 245.34 239.711 118.684 137.568 101.586 55.532 63.1519 37.616 30.6455 59.4814 32.0091 87.423 80.3569 55.8981 26.05 25.6728 15.1971 27.4722 4.88164 102.143 24.5961 7.06609 30.3696 28.3205 19.856 82.8183 78.5718 75.091
internal_count=6379 3232 3147 3112 1115 2219 1894 410 705 299 256 681 266 1793 1706 2117 546 201 127 415 43 893 171 87 493 478 134 707 680 658
is_linear=0
shrinkage=0.05


Tree=134
num_leaves=1
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split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=135
num_leaves=31
num_cat=0
split_feature=7 8 10 8 2 0 7 0 9 1 3 10 0 0 9 4 2 0 0 4 3 10 4 3 10 5 0 10 3 3
split_gain=8.48729 6.89052 6.0559 4.8446 4.78698 4.58774 4.43426 4.1508 4.02575 4.6969 4.28673 3.53448 3.27487 3.05452 2.8776 2.8226 2.68487 2.88563 2.75985 2.62263 2.57812 2.50053 2.20474 2.10378 2.07841 2.06989 2.06855 1.97119 1.91242 1.7224
threshold=1.5000000000000002 2.5000000000000004 20.500000000000004 5.5000000000000009 60.500000000000007 1644.5000000000002 1.0000000180025095e-35 921.00000000000011 0.054500000000000007 0.40950000000000003 2217.5000000000005 20.500000000000004 1110.5000000000002 4923.5000000000009 0.79250000000000009 0.86950000000000005 44.500000000000007 4499.0000000000009 3326.0000000000005 0.9235000000000001 1167.5000000000002 30.500000000000004 0.41050000000000003 1171.5000000000002 45.500000000000007 5.5000000000000009 2222.0000000000005 44.500000000000007 2371.5000000000005 701.50000000000011
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=2 4 -1 8 5 7 -4 -2 11 -10 14 -3 -8 -6 20 -15 19 18 23 21 27 -7 -9 26 -14 -13 -18 -11 -25 -26
right_child=1 3 6 -5 13 16 12 22 9 10 -12 25 24 15 -16 -17 17 -19 -20 -21 -22 -23 -24 28 29 -27 -28 -29 -30 -31
leaf_value=-0.01955556524329833 -0.041077936385485805 0.042555263851657504 -0.046225822185207308 -0.057200624735133591 0.034209403190693377 0.0057941897657861037 -0.013737657379924193 -0.012702770685342507 -0.024945682537534635 0.0077365677721365021 -0.013599888477280034 -0.020920409560711548 0.03222557548423776 0.020662271194430298 -0.022408783909256259 -0.016188402249688573 0.010019082301753014 -0.030899367524972316 0.042381442796050307 0.026155830607001919 0.02210697131346416 -0.032522511996224891 0.031899314622027941 0.030885648542333024 -0.016491867323695814 0.00075589311069156767 -0.025593620629070581 -0.028080770738361523 -0.006827029902016838 0.027139272599206416
leaf_weight=10.333370531909166 2.6422627419233349 2.5260218400508156 2.3100585592910639 5.0287863276898852 19.664597208611667 5.4375494755804601 5.1579326651990405 3.254752071574333 17.683034843765199 21.613527370616797 27.273330193012953 69.524070383049548 46.108411382883787 14.23514341004193 6.2552326824516049 8.1837138300761563 6.9601830299943748 6.0395704191178075 4.6530313305556765 2.8818663805723181 34.880704143084586 19.626705653965473 18.629371594637632 8.2119014877825958 4.3826667098328453 13.086313633248208 9.8451101370155794 4.6716219866648308 5.6914792917668811 4.6744953636080027
leaf_count=81 20 18 16 33 1095 42 27 23 121 305 234 644 1160 416 69 106 40 38 64 50 854 140 266 89 40 139 57 57 26 109
internal_value=0 -0.00289323 0.0159077 -0.0087379 0.00581387 -0.000467915 0.0217585 0.0181185 -0.00750402 -0.00129086 0.00312639 -0.0157052 0.0243619 0.0198264 0.00989255 0.00721041 -0.00704145 0.00104151 0.00649683 -0.0190161 0.0131959 -0.0242099 0.0252658 0.00105953 0.0279242 -0.0174867 -0.010844 0.0013708 0.0154476 0.00602662
internal_weight=0 338.5 72.9669 202.543 135.957 93.8738 62.6336 24.5264 197.514 112.377 94.6944 85.1364 60.3235 42.0835 67.4211 22.4189 69.3474 41.4013 35.3617 27.9461 61.1659 25.0643 21.8841 30.7087 55.1656 82.6104 16.8053 26.2851 13.9034 9.05716
internal_count=6379 4946 1433 2474 2472 855 1352 309 2441 1640 1519 801 1336 1617 1285 522 546 314 276 232 1216 182 289 212 1309 783 97 362 115 149
is_linear=0
shrinkage=0.05


Tree=136
num_leaves=31
num_cat=0
split_feature=7 8 10 8 2 0 7 0 9 1 3 10 0 0 9 4 2 0 0 4 3 10 4 3 10 5 0 10 3 3
split_gain=8.48729 6.89052 6.0559 4.8446 4.78698 4.58774 4.43426 4.1508 4.02575 4.6969 4.28673 3.53448 3.27487 3.05452 2.8776 2.8226 2.68487 2.88563 2.75985 2.62263 2.57812 2.50053 2.20474 2.10378 2.07841 2.06989 2.06855 1.97119 1.91242 1.7224
threshold=1.5000000000000002 2.5000000000000004 20.500000000000004 5.5000000000000009 60.500000000000007 1644.5000000000002 1.0000000180025095e-35 921.00000000000011 0.054500000000000007 0.40950000000000003 2217.5000000000005 20.500000000000004 1110.5000000000002 4923.5000000000009 0.79250000000000009 0.86950000000000005 44.500000000000007 4499.0000000000009 3326.0000000000005 0.9235000000000001 1167.5000000000002 30.500000000000004 0.41050000000000003 1171.5000000000002 45.500000000000007 5.5000000000000009 2222.0000000000005 44.500000000000007 2371.5000000000005 701.50000000000011
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=2 4 -1 8 5 7 -4 -2 11 -10 14 -3 -8 -6 20 -15 19 18 23 21 27 -7 -9 26 -14 -13 -18 -11 -25 -26
right_child=1 3 6 -5 13 16 12 22 9 10 -12 25 24 15 -16 -17 17 -19 -20 -21 -22 -23 -24 28 29 -27 -28 -29 -30 -31
leaf_value=0.01955556524329833 0.041077936385485805 -0.042555263851657504 0.046225822185207308 0.057200624735133591 -0.034209403190693377 -0.0057941897657861037 0.013737657379924193 0.012702770685342507 0.024945682537534635 -0.0077365677721365021 0.013599888477280034 0.020920409560711548 -0.03222557548423776 -0.020662271194430298 0.022408783909256259 0.016188402249688573 -0.010019082301753014 0.030899367524972316 -0.042381442796050307 -0.026155830607001919 -0.02210697131346416 0.032522511996224891 -0.031899314622027941 -0.030885648542333024 0.016491867323695814 -0.00075589311069156767 0.025593620629070581 0.028080770738361523 0.006827029902016838 -0.027139272599206416
leaf_weight=10.333370531909166 2.6422627419233349 2.5260218400508156 2.3100585592910639 5.0287863276898852 19.664597208611667 5.4375494755804601 5.1579326651990405 3.254752071574333 17.683034843765199 21.613527370616797 27.273330193012953 69.524070383049548 46.108411382883787 14.23514341004193 6.2552326824516049 8.1837138300761563 6.9601830299943748 6.0395704191178075 4.6530313305556765 2.8818663805723181 34.880704143084586 19.626705653965473 18.629371594637632 8.2119014877825958 4.3826667098328453 13.086313633248208 9.8451101370155794 4.6716219866648308 5.6914792917668811 4.6744953636080027
leaf_count=81 20 18 16 33 1095 42 27 23 121 305 234 644 1160 416 69 106 40 38 64 50 854 140 266 89 40 139 57 57 26 109
internal_value=0 0.00289323 -0.0159077 0.0087379 -0.00581387 0.000467915 -0.0217585 -0.0181185 0.00750402 0.00129086 -0.00312639 0.0157052 -0.0243619 -0.0198264 -0.00989255 -0.00721041 0.00704145 -0.00104151 -0.00649683 0.0190161 -0.0131959 0.0242099 -0.0252658 -0.00105953 -0.0279242 0.0174867 0.010844 -0.0013708 -0.0154476 -0.00602662
internal_weight=0 338.5 72.9669 202.543 135.957 93.8738 62.6336 24.5264 197.514 112.377 94.6944 85.1364 60.3235 42.0835 67.4211 22.4189 69.3474 41.4013 35.3617 27.9461 61.1659 25.0643 21.8841 30.7087 55.1656 82.6104 16.8053 26.2851 13.9034 9.05716
internal_count=6379 4946 1433 2474 2472 855 1352 309 2441 1640 1519 801 1336 1617 1285 522 546 314 276 232 1216 182 289 212 1309 783 97 362 115 149
is_linear=0
shrinkage=0.05


Tree=137
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=138
num_leaves=31
num_cat=0
split_feature=1 4 8 0 0 2 0 0 4 0 5 7 6 6 4 0 0 2 1 10 5 10 10 4 2 0 0 4 5 0
split_gain=7.64861 5.54782 5.14966 5.21789 11.5628 6.70055 6.21019 4.34911 3.65631 5.54551 3.22607 3.27021 2.91463 2.79691 2.67668 2.46841 2.46038 2.4532 2.41079 2.30321 2.21424 2.58523 2.11922 2.29703 4.11978 4.38485 3.49283 5.25169 2.66089 2.83237
threshold=0.56300000000000006 1.0645000000000002 5.5000000000000009 3160.5000000000005 5230.0000000000009 87.500000000000014 2222.0000000000005 921.00000000000011 0.63850000000000018 1758.5000000000002 5.5000000000000009 1.5000000000000002 2535.5000000000005 2878.0000000000005 1.0015000000000003 1148.0000000000002 4711.5000000000009 61.500000000000007 0.6885 30.500000000000004 3.5000000000000004 39.500000000000007 24.500000000000004 0.85050000000000014 49.500000000000007 1551.5000000000002 1067.5000000000002 0.43250000000000005 4.5000000000000009 2693.5000000000005
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=10 2 3 6 14 13 7 -2 9 19 11 -1 -8 -6 -5 -10 -16 20 -15 -9 -14 -22 -13 24 25 26 -24 -28 -26 -30
right_child=1 -3 -4 4 5 -7 12 8 15 -11 -12 22 17 18 16 -17 -18 -19 -20 -21 21 -23 23 -25 28 -27 27 -29 29 -31
leaf_value=0.0070341908275559535 -0.036291123365558932 0.037596076162082055 -0.055930446735437615 0.032062359780162718 0.036098588002712692 0.028881433160898008 -0.031712547886796526 -0.033955081715382904 -0.013692357575100969 -0.018922535874878237 0.0079485576345841944 0.0094957125311111897 -0.027383832536364873 0.005821464762771178 0.034425189479882122 0.026784307330244696 -0.049843272970265223 0.034922599109887535 -0.023944870596813241 0.031356093683081065 0.014031661656915009 -0.028300081993734794 -0.039634155593043521 -0.033415864423415868 0.018513012690864531 -0.025994415471493549 -0.025186677601979825 0.036838178406663348 -0.099065670008251117 0.014735425709059667
leaf_weight=20.401450978592038 5.2857250943779936 13.096075284294782 3.5126735866069785 51.331977689638734 2.6620248761028042 12.170991408638654 17.900487781502306 1.5308582819998289 4.2865382041782132 18.71899607218802 25.884355855174363 8.3375721126794797 12.147312588989736 8.9000869151204807 1.5388923194259398 31.052328454330564 1.9815001618117092 3.212151954881846 28.857449982315302 11.419185860082505 11.429309187456967 5.2695622518658629 3.9004518091678646 17.15054643061012 13.208815274760125 51.603744590654969 5.4522652700543395 9.1235281787812692 1.0719276424497359 1.1160047464072702
leaf_count=209 25 343 22 2377 45 570 115 21 34 95 262 63 66 89 69 480 24 126 181 149 74 30 37 148 204 357 30 82 10 42
internal_value=0 0.00592984 0.00415158 0.0050704 0.013109 -0.00364258 -0.00199442 0.00737364 0.010818 -0.00151979 -0.00818515 -0.0113641 -0.0155506 -0.0134361 0.0291699 0.0218746 -0.0130064 -0.00652623 -0.0169284 0.0236355 -0.0111417 0.000673288 -0.0147468 -0.0167162 -0.0133655 -0.0185107 0.0023911 0.013637 0.0100533 -0.0410188
internal_weight=0 246.304 233.208 229.695 107.443 52.5906 122.252 72.2936 67.0079 31.669 157.251 131.366 49.9588 40.4196 54.8524 35.3389 3.52039 32.0583 37.7575 12.95 28.8462 16.6989 110.965 102.627 85.4767 70.08 18.4762 14.5758 15.3967 2.18793
internal_count=6379 4935 4592 4570 3355 885 1215 804 779 265 1444 1182 411 315 2470 514 93 296 270 170 170 104 973 910 762 506 149 112 256 52
is_linear=0
shrinkage=0.05


Tree=139
num_leaves=31
num_cat=0
split_feature=1 4 8 0 0 2 0 0 4 0 5 7 6 6 4 0 0 2 1 10 5 10 10 4 2 0 0 4 5 0
split_gain=7.64861 5.54782 5.14966 5.21789 11.5628 6.70055 6.21019 4.34911 3.65631 5.54551 3.22607 3.27021 2.91463 2.79691 2.67668 2.46841 2.46038 2.4532 2.41079 2.30321 2.21424 2.58523 2.11922 2.29703 4.11978 4.38485 3.49283 5.25169 2.66089 2.83237
threshold=0.56300000000000006 1.0645000000000002 5.5000000000000009 3160.5000000000005 5230.0000000000009 87.500000000000014 2222.0000000000005 921.00000000000011 0.63850000000000018 1758.5000000000002 5.5000000000000009 1.5000000000000002 2535.5000000000005 2878.0000000000005 1.0015000000000003 1148.0000000000002 4711.5000000000009 61.500000000000007 0.6885 30.500000000000004 3.5000000000000004 39.500000000000007 24.500000000000004 0.85050000000000014 49.500000000000007 1551.5000000000002 1067.5000000000002 0.43250000000000005 4.5000000000000009 2693.5000000000005
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=10 2 3 6 14 13 7 -2 9 19 11 -1 -8 -6 -5 -10 -16 20 -15 -9 -14 -22 -13 24 25 26 -24 -28 -26 -30
right_child=1 -3 -4 4 5 -7 12 8 15 -11 -12 22 17 18 16 -17 -18 -19 -20 -21 21 -23 23 -25 28 -27 27 -29 29 -31
leaf_value=-0.0070341908275559535 0.036291123365558932 -0.037596076162082055 0.055930446735437615 -0.032062359780162718 -0.036098588002712692 -0.028881433160898008 0.031712547886796526 0.033955081715382904 0.013692357575100969 0.018922535874878237 -0.0079485576345841944 -0.0094957125311111897 0.027383832536364873 -0.005821464762771178 -0.034425189479882122 -0.026784307330244696 0.049843272970265223 -0.034922599109887535 0.023944870596813241 -0.031356093683081065 -0.014031661656915009 0.028300081993734794 0.039634155593043521 0.033415864423415868 -0.018513012690864531 0.025994415471493549 0.025186677601979825 -0.036838178406663348 0.099065670008251117 -0.014735425709059667
leaf_weight=20.401450978592038 5.2857250943779936 13.096075284294782 3.5126735866069785 51.331977689638734 2.6620248761028042 12.170991408638654 17.900487781502306 1.5308582819998289 4.2865382041782132 18.71899607218802 25.884355855174363 8.3375721126794797 12.147312588989736 8.9000869151204807 1.5388923194259398 31.052328454330564 1.9815001618117092 3.212151954881846 28.857449982315302 11.419185860082505 11.429309187456967 5.2695622518658629 3.9004518091678646 17.15054643061012 13.208815274760125 51.603744590654969 5.4522652700543395 9.1235281787812692 1.0719276424497359 1.1160047464072702
leaf_count=209 25 343 22 2377 45 570 115 21 34 95 262 63 66 89 69 480 24 126 181 149 74 30 37 148 204 357 30 82 10 42
internal_value=0 -0.00592984 -0.00415158 -0.0050704 -0.013109 0.00364258 0.00199442 -0.00737364 -0.010818 0.00151979 0.00818515 0.0113641 0.0155506 0.0134361 -0.0291699 -0.0218746 0.0130064 0.00652623 0.0169284 -0.0236355 0.0111417 -0.000673288 0.0147468 0.0167162 0.0133655 0.0185107 -0.0023911 -0.013637 -0.0100533 0.0410188
internal_weight=0 246.304 233.208 229.695 107.443 52.5906 122.252 72.2936 67.0079 31.669 157.251 131.366 49.9588 40.4196 54.8524 35.3389 3.52039 32.0583 37.7575 12.95 28.8462 16.6989 110.965 102.627 85.4767 70.08 18.4762 14.5758 15.3967 2.18793
internal_count=6379 4935 4592 4570 3355 885 1215 804 779 265 1444 1182 411 315 2470 514 93 296 270 170 170 104 973 910 762 506 149 112 256 52
is_linear=0
shrinkage=0.05


Tree=140
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=141
num_leaves=31
num_cat=0
split_feature=7 3 2 10 0 0 10 1 3 2 10 8 5 8 0 4 0 0 6 9 4 2 0 0 9 2 3 0 0 0
split_gain=7.18617 5.92828 5.38629 5.32489 3.91526 3.90158 3.76554 3.50059 3.39361 3.27613 2.89704 2.86096 3.00218 2.76647 2.65037 3.96061 4.17706 3.31205 2.90157 2.79288 2.684 2.58657 2.70635 2.36059 2.32987 2.11255 2.10832 2.07516 2.01599 1.94384
threshold=1.5000000000000002 609.50000000000011 61.500000000000007 20.500000000000004 1110.5000000000002 5230.0000000000009 18.500000000000004 1.0425000000000002 1.0000000180025095e-35 85.500000000000014 45.500000000000007 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 2370.0000000000005 0.61950000000000005 1325.5000000000002 1580.5000000000002 2676.5000000000005 0.14150000000000001 0.58050000000000013 49.500000000000007 2152.5000000000005 2152.5000000000005 0.87150000000000005 49.500000000000007 701.50000000000011 4499.0000000000009 5230.0000000000009 8426.5000000000018
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 6 7 -1 -5 23 -2 11 13 29 -6 -3 -13 21 15 17 19 24 -19 -17 -16 22 -8 -4 -14 -22 -12 -27 -23 -7
right_child=1 2 5 4 10 9 8 -9 -10 -11 26 12 14 -15 20 16 -18 18 -20 -21 25 28 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.018428891628653445 0.047575623898101979 0.044005732368818523 -0.090678674359693581 -0.018921027619943648 0.030553295404650495 0.00020747979532778702 0.00080323982680310577 0.03202574844224762 -0.035935276964191069 0.02718124476456071 -0.020159847871869922 -0.022971650490966593 0.023491415826191471 -0.015435032984837456 0.032005901891665425 -0.063364267305309988 0.02341641094430345 0.010017636221036099 -0.026198724000335041 0.0084607072796644735 -0.030252611922084227 0.023589096253936723 -0.035063180396383654 0.032751632173157907 -0.040863509374165288 0.003143029601384649 0.026295267389284144 -0.040824587636115545 -0.01071347754267692 -0.038400640379269997
leaf_weight=10.12584053352475 2.7015529247000805 3.0385251510888329 0.39351830445230263 5.6081319749355307 43.467274740338326 12.775197727605706 16.449001548811797 7.1161945872008792 13.356509318575261 9.3211096767336112 5.4748663641512376 19.874185018241405 10.416029402986167 71.343656142242253 3.0471612978726617 2.484879706054925 29.175115682184696 7.5485082715749767 20.68702738918364 2.9724848996847868 15.852849772199987 14.495926624163987 7.7317773550748816 24.759628953412175 1.6259373500943173 14.320592785254123 4.4094132175669074 3.3025302998721591 6.0796886105090371 4.3772600665688506
leaf_count=81 18 61 9 29 1167 109 103 153 138 425 46 115 144 664 24 23 405 37 100 48 88 333 65 1594 7 166 110 17 78 22
internal_value=0 -0.00268903 0.00289562 0.0150672 0.0208198 0.0167192 -0.0108484 -0.00214929 -0.0120677 0.00332106 0.0249973 -0.00395951 -0.00506946 -0.00932186 -0.00187659 0.00350772 0.0159063 -0.00715312 -0.0165166 -0.0242431 -0.01292 0.0004228 -0.010665 0.0308206 0.014802 -0.0170093 0.000563949 -0.00509639 0.0134534 -0.00964521
internal_weight=0 325.247 193.089 69.0855 58.9597 51.6267 132.158 141.462 129.457 26.4736 53.3516 134.346 131.307 116.1 111.433 74.91 34.6325 40.2775 28.2355 5.45736 36.5231 44.7564 24.1808 25.1531 12.042 33.476 9.88428 17.6231 20.5756 17.1525
internal_count=6379 4946 3547 1433 1352 2159 1399 1388 1381 556 1323 1235 1174 1243 1059 764 476 288 137 71 295 579 168 1603 151 271 156 183 411 131
is_linear=0
shrinkage=0.05


Tree=142
num_leaves=31
num_cat=0
split_feature=7 3 2 10 0 0 10 1 3 2 10 8 5 8 0 4 0 0 6 9 4 2 0 0 9 2 3 0 0 0
split_gain=7.18617 5.92828 5.38629 5.32489 3.91526 3.90158 3.76554 3.50059 3.39361 3.27613 2.89704 2.86096 3.00218 2.76647 2.65037 3.96061 4.17706 3.31205 2.90157 2.79288 2.684 2.58657 2.70635 2.36059 2.32987 2.11255 2.10832 2.07516 2.01599 1.94384
threshold=1.5000000000000002 609.50000000000011 61.500000000000007 20.500000000000004 1110.5000000000002 5230.0000000000009 18.500000000000004 1.0425000000000002 1.0000000180025095e-35 85.500000000000014 45.500000000000007 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 2370.0000000000005 0.61950000000000005 1325.5000000000002 1580.5000000000002 2676.5000000000005 0.14150000000000001 0.58050000000000013 49.500000000000007 2152.5000000000005 2152.5000000000005 0.87150000000000005 49.500000000000007 701.50000000000011 4499.0000000000009 5230.0000000000009 8426.5000000000018
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 6 7 -1 -5 23 -2 11 13 29 -6 -3 -13 21 15 17 19 24 -19 -17 -16 22 -8 -4 -14 -22 -12 -27 -23 -7
right_child=1 2 5 4 10 9 8 -9 -10 -11 26 12 14 -15 20 16 -18 18 -20 -21 25 28 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.018428891628653445 -0.047575623898101979 -0.044005732368818523 0.090678674359693581 0.018921027619943648 -0.030553295404650495 -0.00020747979532778702 -0.00080323982680310577 -0.03202574844224762 0.035935276964191069 -0.02718124476456071 0.020159847871869922 0.022971650490966593 -0.023491415826191471 0.015435032984837456 -0.032005901891665425 0.063364267305309988 -0.02341641094430345 -0.010017636221036099 0.026198724000335041 -0.0084607072796644735 0.030252611922084227 -0.023589096253936723 0.035063180396383654 -0.032751632173157907 0.040863509374165288 -0.003143029601384649 -0.026295267389284144 0.040824587636115545 0.01071347754267692 0.038400640379269997
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leaf_count=81 18 61 9 29 1167 109 103 153 138 425 46 115 144 664 24 23 405 37 100 48 88 333 65 1594 7 166 110 17 78 22
internal_value=0 0.00268903 -0.00289562 -0.0150672 -0.0208198 -0.0167192 0.0108484 0.00214929 0.0120677 -0.00332106 -0.0249973 0.00395951 0.00506946 0.00932186 0.00187659 -0.00350772 -0.0159063 0.00715312 0.0165166 0.0242431 0.01292 -0.0004228 0.010665 -0.0308206 -0.014802 0.0170093 -0.000563949 0.00509639 -0.0134534 0.00964521
internal_weight=0 325.247 193.089 69.0855 58.9597 51.6267 132.158 141.462 129.457 26.4736 53.3516 134.346 131.307 116.1 111.433 74.91 34.6325 40.2775 28.2355 5.45736 36.5231 44.7564 24.1808 25.1531 12.042 33.476 9.88428 17.6231 20.5756 17.1525
internal_count=6379 4946 3547 1433 1352 2159 1399 1388 1381 556 1323 1235 1174 1243 1059 764 476 288 137 71 295 579 168 1603 151 271 156 183 411 131
is_linear=0
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Tree=143
num_leaves=1
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split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=144
num_leaves=31
num_cat=0
split_feature=8 2 4 7 0 5 2 0 1 0 3 3 10 9 10 9 10 2 1 4 0 0 4 0 4 10 3 4 0 0
split_gain=6.78911 6.92073 4.96463 4.61763 4.13092 4.04344 3.67155 3.53941 2.98093 2.95724 2.88086 4.1719 3.96596 3.87325 2.87952 2.74793 3.01192 2.85004 2.59512 2.21876 3.37267 3.06645 2.34193 2.11917 2.53399 2.06823 2.84906 2.04403 2.25722 1.83091
threshold=4.5000000000000009 70.500000000000014 1.0595000000000001 1.5000000000000002 5230.0000000000009 5.5000000000000009 90.500000000000014 1110.5000000000002 1.0425000000000002 8426.5000000000018 969.50000000000011 2217.5000000000005 20.500000000000004 0.79250000000000009 18.500000000000004 0.42650000000000005 40.500000000000007 57.500000000000007 0.39200000000000007 0.8005000000000001 2908.0000000000005 1960.5000000000002 0.50650000000000006 2370.0000000000005 0.73250000000000004 44.500000000000007 701.50000000000011 0.47650000000000003 1476.5000000000002 4794.5000000000009
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=1 2 3 7 -3 8 9 -1 10 -6 12 13 -5 15 -9 16 17 23 -4 20 21 27 -22 24 -12 -16 -27 28 -14 -7
right_child=-2 4 18 5 6 29 -8 14 -10 -11 11 -13 19 -15 25 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.024600084100338898 -0.031745129925110187 0.033624257789269633 -0.044832763228624201 0.039579017493316625 0.0083707614094572155 0.010811244065636912 0.033864786344099361 -0.017729174514802611 0.021776407633688578 -0.026939901468683494 -0.015659259201133181 -0.018116737728344736 0.011227541142687529 -0.027667405485453201 0.027928007616478075 0.026857136343490812 0.028673996014714723 0.031351722118669628 0.033944627816174647 -0.029292289961752052 -0.023552768849583208 -0.026450690200162288 0.034790504736276998 -0.037862897744134517 0.028628479062917302 -0.022222237423580808 0.036329788630420183 0.0042276289974263895 -0.038477682122524864 -0.032349684285200013
leaf_weight=5.9832439273595801 15.743694067932664 23.420318888500333 1.1365123614668835 3.1943110004067412 20.130863448604945 41.596968438476324 9.4944459078833443 5.3817667346447697 7.8497668839991084 8.4051384888589364 11.985749790444979 30.399707742035389 3.3367506489157694 8.0032332614064199 28.525911150500178 16.074067148379982 8.0759428329765779 4.2678732248023143 13.044566113501785 26.97602797858417 2.4409213401377183 35.115086937323213 5.8238525362685323 6.2884148936718693 4.4212102014571419 5.4271240057423693 3.3662125449627638 20.673965582624078 7.2400339469313622 2.6113630142062894
leaf_count=29 143 1879 6 20 236 507 576 38 117 54 106 199 21 62 501 273 133 120 317 229 24 252 121 39 72 33 69 132 44 27
internal_value=0 0.00177883 -0.00126665 -0.00265553 0.0171047 -0.00543601 0.0069314 0.0114156 -0.00843134 -0.00202982 -0.00965163 -0.00306433 -0.0152782 0.00467613 0.0164621 0.00974043 0.00188822 -0.00613457 0.0276312 -0.0170028 -0.0125606 -0.0163116 0.0175594 -0.0131839 -0.00372497 0.0213928 0.000192299 -0.00491874 -0.0227967 0.00826175
internal_weight=0 370.691 309.241 295.06 61.4508 246.375 38.0304 48.6843 202.167 28.536 194.317 89.5162 104.801 59.1165 42.701 51.1133 35.0392 26.9632 14.1811 101.607 74.6306 66.3658 8.26477 22.6954 16.407 37.3192 8.79334 31.2508 10.5768 44.2083
internal_count=6379 6236 3491 3168 2745 2498 866 670 1964 290 1847 1004 843 805 641 743 470 337 323 823 594 449 145 217 178 603 102 197 65 534
is_linear=0
shrinkage=0.05


Tree=145
num_leaves=31
num_cat=0
split_feature=8 2 4 7 0 5 2 0 1 0 3 3 10 9 10 9 10 2 1 4 0 0 4 0 4 10 3 4 0 0
split_gain=6.78911 6.92073 4.96463 4.61763 4.13092 4.04344 3.67155 3.53941 2.98093 2.95724 2.88086 4.1719 3.96596 3.87325 2.87952 2.74793 3.01192 2.85004 2.59512 2.21876 3.37267 3.06645 2.34193 2.11917 2.53399 2.06823 2.84906 2.04403 2.25722 1.83091
threshold=4.5000000000000009 70.500000000000014 1.0595000000000001 1.5000000000000002 5230.0000000000009 5.5000000000000009 90.500000000000014 1110.5000000000002 1.0425000000000002 8426.5000000000018 969.50000000000011 2217.5000000000005 20.500000000000004 0.79250000000000009 18.500000000000004 0.42650000000000005 40.500000000000007 57.500000000000007 0.39200000000000007 0.8005000000000001 2908.0000000000005 1960.5000000000002 0.50650000000000006 2370.0000000000005 0.73250000000000004 44.500000000000007 701.50000000000011 0.47650000000000003 1476.5000000000002 4794.5000000000009
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=1 2 3 7 -3 8 9 -1 10 -6 12 13 -5 15 -9 16 17 23 -4 20 21 27 -22 24 -12 -16 -27 28 -14 -7
right_child=-2 4 18 5 6 29 -8 14 -10 -11 11 -13 19 -15 25 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.024600084100338898 0.031745129925110187 -0.033624257789269633 0.044832763228624201 -0.039579017493316625 -0.0083707614094572155 -0.010811244065636912 -0.033864786344099361 0.017729174514802611 -0.021776407633688578 0.026939901468683494 0.015659259201133181 0.018116737728344736 -0.011227541142687529 0.027667405485453201 -0.027928007616478075 -0.026857136343490812 -0.028673996014714723 -0.031351722118669628 -0.033944627816174647 0.029292289961752052 0.023552768849583208 0.026450690200162288 -0.034790504736276998 0.037862897744134517 -0.028628479062917302 0.022222237423580808 -0.036329788630420183 -0.0042276289974263895 0.038477682122524864 0.032349684285200013
leaf_weight=5.9832439273595801 15.743694067932664 23.420318888500333 1.1365123614668835 3.1943110004067412 20.130863448604945 41.596968438476324 9.4944459078833443 5.3817667346447697 7.8497668839991084 8.4051384888589364 11.985749790444979 30.399707742035389 3.3367506489157694 8.0032332614064199 28.525911150500178 16.074067148379982 8.0759428329765779 4.2678732248023143 13.044566113501785 26.97602797858417 2.4409213401377183 35.115086937323213 5.8238525362685323 6.2884148936718693 4.4212102014571419 5.4271240057423693 3.3662125449627638 20.673965582624078 7.2400339469313622 2.6113630142062894
leaf_count=29 143 1879 6 20 236 507 576 38 117 54 106 199 21 62 501 273 133 120 317 229 24 252 121 39 72 33 69 132 44 27
internal_value=0 -0.00177883 0.00126665 0.00265553 -0.0171047 0.00543601 -0.0069314 -0.0114156 0.00843134 0.00202982 0.00965163 0.00306433 0.0152782 -0.00467613 -0.0164621 -0.00974043 -0.00188822 0.00613457 -0.0276312 0.0170028 0.0125606 0.0163116 -0.0175594 0.0131839 0.00372497 -0.0213928 -0.000192299 0.00491874 0.0227967 -0.00826175
internal_weight=0 370.691 309.241 295.06 61.4508 246.375 38.0304 48.6843 202.167 28.536 194.317 89.5162 104.801 59.1165 42.701 51.1133 35.0392 26.9632 14.1811 101.607 74.6306 66.3658 8.26477 22.6954 16.407 37.3192 8.79334 31.2508 10.5768 44.2083
internal_count=6379 6236 3491 3168 2745 2498 866 670 1964 290 1847 1004 843 805 641 743 470 337 323 823 594 449 145 217 178 603 102 197 65 534
is_linear=0
shrinkage=0.05


Tree=146
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=147
num_leaves=31
num_cat=0
split_feature=8 8 2 0 0 4 10 8 7 10 7 5 10 2 0 2 0 0 0 0 6 4 4 0 0 0 4 10 2 1
split_gain=6.40936 4.59183 4.49032 4.02101 3.90578 3.87947 3.33556 3.73742 3.29873 5.72453 4.05184 3.3092 3.31398 3.13717 2.78011 2.77276 2.71707 2.58016 5.11292 4.46095 3.32833 2.91673 2.53791 3.82811 2.49765 2.40032 2.27599 2.26833 2.25358 2.23772
threshold=2.5000000000000004 5.5000000000000009 60.500000000000007 2118.5000000000005 1067.5000000000002 0.53450000000000009 44.500000000000007 3.5000000000000004 1.5000000000000002 20.500000000000004 1.0000000180025095e-35 2.5000000000000004 23.500000000000004 44.500000000000007 921.00000000000011 84.500000000000014 4499.0000000000009 5778.5000000000009 3251.5000000000005 2073.5000000000005 2209.5000000000005 1.0015000000000003 0.63850000000000018 1362.5000000000002 3326.0000000000005 4923.5000000000009 0.94650000000000001 43.500000000000007 70.500000000000014 0.60950000000000004
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=2 4 3 14 -2 6 -6 -8 9 -7 -11 15 -13 -5 -1 -10 24 18 19 29 -21 -20 23 -16 -15 -4 -18 -25 -27 -14
right_child=1 -3 25 13 5 8 7 -9 11 10 -12 12 17 16 22 -17 26 -19 21 20 -22 -23 -24 27 -26 28 -28 -29 -30 -31
leaf_value=-0.033924636035503948 -0.032774039136841675 -0.053956737967168079 0.034093270510222436 -0.026000921607116652 -0.022305977232459868 -0.029316983466819629 -0.023503313783239419 0.041785646697906575 -0.023627736264347183 -0.055386438382038689 0.034302836163196605 0.031584722806519139 -0.00077870320454227944 0.00054292118042390534 0.041795975640129795 0.023295544011674833 0.003864151966773545 -0.033069364867930905 0.033255962514403534 -0.036062133528579003 -0.0059637713975197381 -0.023124262968378502 0.026581363876577887 -0.011891706313165176 0.039148271837469974 -0.018019797276526441 -0.055698140229644526 0.026160302135981008 0.018689308539659832 0.026904269480655604
leaf_weight=3.1371769681572905 11.136706499382852 4.6823256369680157 20.502652978524566 15.855098702013491 35.658701730892062 5.3028441108763245 4.029777533374725 4.8063004370778799 23.95940674003214 1.3432634714990879 20.133214029483497 8.6625105338171107 17.354800583794717 23.044063087552789 5.6272602155804661 3.6245746668428174 2.961619295179843 5.7813462987542144 15.715739097446205 12.375901849009095 35.624347217381001 2.6860000807791939 23.998318956233561 18.979220889508728 5.1206284584477535 5.2656381167471435 3.498461902141571 4.9347454067319623 20.294191468507051 12.599807686172424
leaf_count=24 80 35 1424 111 288 40 33 36 231 7 544 108 138 171 65 146 21 86 703 88 311 58 415 150 85 47 22 51 646 215
internal_value=0 -0.00495907 0.00829395 0.00268197 -0.00391999 -0.00238732 -0.0154913 0.01201 0.00114286 0.017206 0.0286931 -0.00196557 0.00189228 -0.00758096 0.0118228 -0.017462 0.000853758 -0.000625994 0.00132059 -0.00427533 -0.013724 0.0250265 0.0145034 0.00469161 0.00756177 0.0213493 -0.0283919 -0.00403952 0.0111268 0.0108656
internal_weight=0 225.478 153.219 107.157 220.795 209.659 44.4948 8.83608 165.164 26.7793 21.4765 138.384 110.8 50.4799 56.6767 27.584 34.6248 102.138 96.3566 77.9549 48.0002 18.4017 53.5395 29.5412 28.1647 46.0625 6.46008 23.914 25.5598 29.9546
internal_count=6379 3147 3232 1115 3112 3032 357 69 2675 591 551 2084 1707 410 705 377 299 1599 1513 752 399 761 681 266 256 2117 43 201 693 353
is_linear=0
shrinkage=0.05


Tree=148
num_leaves=31
num_cat=0
split_feature=8 8 2 0 0 4 10 8 7 10 7 5 10 2 0 2 0 0 0 0 6 4 4 0 0 0 4 10 2 1
split_gain=6.40936 4.59183 4.49032 4.02101 3.90578 3.87947 3.33556 3.73742 3.29873 5.72453 4.05184 3.3092 3.31398 3.13717 2.78011 2.77276 2.71707 2.58016 5.11292 4.46095 3.32833 2.91673 2.53791 3.82811 2.49765 2.40032 2.27599 2.26833 2.25358 2.23772
threshold=2.5000000000000004 5.5000000000000009 60.500000000000007 2118.5000000000005 1067.5000000000002 0.53450000000000009 44.500000000000007 3.5000000000000004 1.5000000000000002 20.500000000000004 1.0000000180025095e-35 2.5000000000000004 23.500000000000004 44.500000000000007 921.00000000000011 84.500000000000014 4499.0000000000009 5778.5000000000009 3251.5000000000005 2073.5000000000005 2209.5000000000005 1.0015000000000003 0.63850000000000018 1362.5000000000002 3326.0000000000005 4923.5000000000009 0.94650000000000001 43.500000000000007 70.500000000000014 0.60950000000000004
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=2 4 3 14 -2 6 -6 -8 9 -7 -11 15 -13 -5 -1 -10 24 18 19 29 -21 -20 23 -16 -15 -4 -18 -25 -27 -14
right_child=1 -3 25 13 5 8 7 -9 11 10 -12 12 17 16 22 -17 26 -19 21 20 -22 -23 -24 27 -26 28 -28 -29 -30 -31
leaf_value=0.033924636035503948 0.032774039136841675 0.053956737967168079 -0.034093270510222436 0.026000921607116652 0.022305977232459868 0.029316983466819629 0.023503313783239419 -0.041785646697906575 0.023627736264347183 0.055386438382038689 -0.034302836163196605 -0.031584722806519139 0.00077870320454227944 -0.00054292118042390534 -0.041795975640129795 -0.023295544011674833 -0.003864151966773545 0.033069364867930905 -0.033255962514403534 0.036062133528579003 0.0059637713975197381 0.023124262968378502 -0.026581363876577887 0.011891706313165176 -0.039148271837469974 0.018019797276526441 0.055698140229644526 -0.026160302135981008 -0.018689308539659832 -0.026904269480655604
leaf_weight=3.1371769681572905 11.136706499382852 4.6823256369680157 20.502652978524566 15.855098702013491 35.658701730892062 5.3028441108763245 4.029777533374725 4.8063004370778799 23.95940674003214 1.3432634714990879 20.133214029483497 8.6625105338171107 17.354800583794717 23.044063087552789 5.6272602155804661 3.6245746668428174 2.961619295179843 5.7813462987542144 15.715739097446205 12.375901849009095 35.624347217381001 2.6860000807791939 23.998318956233561 18.979220889508728 5.1206284584477535 5.2656381167471435 3.498461902141571 4.9347454067319623 20.294191468507051 12.599807686172424
leaf_count=24 80 35 1424 111 288 40 33 36 231 7 544 108 138 171 65 146 21 86 703 88 311 58 415 150 85 47 22 51 646 215
internal_value=0 0.00495907 -0.00829395 -0.00268197 0.00391999 0.00238732 0.0154913 -0.01201 -0.00114286 -0.017206 -0.0286931 0.00196557 -0.00189228 0.00758096 -0.0118228 0.017462 -0.000853758 0.000625994 -0.00132059 0.00427533 0.013724 -0.0250265 -0.0145034 -0.00469161 -0.00756177 -0.0213493 0.0283919 0.00403952 -0.0111268 -0.0108656
internal_weight=0 225.478 153.219 107.157 220.795 209.659 44.4948 8.83608 165.164 26.7793 21.4765 138.384 110.8 50.4799 56.6767 27.584 34.6248 102.138 96.3566 77.9549 48.0002 18.4017 53.5395 29.5412 28.1647 46.0625 6.46008 23.914 25.5598 29.9546
internal_count=6379 3147 3232 1115 3112 3032 357 69 2675 591 551 2084 1707 410 705 377 299 1599 1513 752 399 761 681 266 256 2117 43 201 693 353
is_linear=0
shrinkage=0.05


Tree=149
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=150
num_leaves=31
num_cat=0
split_feature=8 8 2 0 0 7 10 10 5 2 4 10 10 2 0 0 0 6 7 4 0 0 0 4 0 6 4 4 1 6
split_gain=5.72293 4.25818 4.13218 3.58074 3.54211 3.48368 3.84789 3.6635 2.99297 2.8094 2.79356 2.80837 2.72872 2.72145 2.6487 3.54565 5.02831 3.01125 2.69747 2.5847 2.50375 2.41021 2.39547 2.38492 2.29825 2.20239 2.0868 2.05905 2.00648 1.96294
threshold=2.5000000000000004 5.5000000000000009 60.500000000000007 2118.5000000000005 1067.5000000000002 1.5000000000000002 20.500000000000004 45.500000000000007 2.5000000000000004 44.500000000000007 0.50150000000000017 23.500000000000004 37.500000000000007 87.500000000000014 1873.5000000000002 2908.0000000000005 5778.5000000000009 2209.5000000000005 3.5000000000000004 1.0015000000000003 921.00000000000011 4499.0000000000009 4923.5000000000009 0.43250000000000005 3326.0000000000005 8454.0000000000018 0.94650000000000001 0.86950000000000005 0.40250000000000008 11181.000000000002
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=2 4 3 20 -2 6 -6 -8 13 -5 12 -12 -10 -7 18 17 19 -16 -13 28 -1 24 -4 -22 29 -14 -23 -24 -17 -11
right_child=1 -3 22 9 5 8 7 -9 10 21 11 14 25 -15 15 16 -18 -19 -20 -21 23 26 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.033066838011858245 -0.031683495396890103 -0.053175896828727975 0.034048739826507982 -0.024844190763597972 -0.024237692520211938 -0.022348373758321632 0.030565278478470938 -0.016371786129522097 -0.028913688699984653 -0.0065657995087418349 0.028872212818462219 0.02285399668167775 0.025775194374134752 0.034451012665774272 -0.031672217216909278 -0.048354854129679985 -0.031561955074678842 -0.0051610842871410538 -0.027684942859391368 -0.017909608400842252 -0.014310357050548617 0.0036018151115222636 0.021333007361951054 0.017874805063818874 0.038197430437097557 -0.024183552854065062 -0.053866774498811235 -0.0085011630068301657 0.032739248611323164 0.03061979042295437
leaf_weight=3.0084174014627925 10.764912147074936 4.4424915164709082 19.204615811817348 15.49953913502395 5.6900689946487573 31.108913765288889 20.754538374021653 5.198514779098331 16.491827859543267 18.659225037321455 8.6528310235589725 17.633797635324303 5.3530424702912551 2.2622439535334697 14.095224945805965 0.79839433729649556 5.6579826576635233 44.611359002068639 3.105170624330639 3.4913221318274728 6.5814974531531325 2.9653717726469031 16.055561301298443 45.876121559180319 4.9056430086493483 3.7524479413405061 3.3803438022732735 9.039379437454043 17.09667179454118 4.3824540553614488
leaf_count=24 80 35 1424 111 44 309 543 69 110 134 112 261 43 124 101 3 86 339 23 74 50 21 557 631 85 27 22 136 764 37
internal_value=0 -0.00471871 0.00794677 0.00255507 -0.00372447 -0.00226168 0.0129995 0.0211636 -0.00503526 -0.0071782 -0.0018431 0.00147828 -0.0167835 -0.0184979 -0.000747611 -0.0046256 0.0103541 -0.0115263 0.015287 0.0214434 0.0112928 0.000806361 0.0207578 0.0138368 0.00712269 0.00518678 -0.0270115 0.0105865 0.0291212 0.000506781
internal_weight=0 220.962 149.558 105.259 216.519 205.754 31.6431 25.9531 174.111 49.7926 140.74 115.143 25.5973 33.3712 106.49 85.751 27.0444 58.7066 20.739 21.3864 55.466 34.293 44.2996 52.4576 27.9473 9.10549 6.34572 25.0949 17.8951 23.0417
internal_count=6379 3147 3232 1115 3112 3032 656 612 2376 410 1943 1763 180 433 1651 1367 927 440 284 841 705 299 2117 681 256 70 43 693 767 171
is_linear=0
shrinkage=0.05


Tree=151
num_leaves=31
num_cat=0
split_feature=8 8 2 0 0 7 10 10 5 2 4 10 10 2 0 0 0 6 7 4 0 0 0 4 0 6 4 4 1 6
split_gain=5.72293 4.25818 4.13218 3.58074 3.54211 3.48368 3.84789 3.6635 2.99297 2.8094 2.79356 2.80837 2.72872 2.72145 2.6487 3.54565 5.02831 3.01125 2.69747 2.5847 2.50375 2.41021 2.39547 2.38492 2.29825 2.20239 2.0868 2.05905 2.00648 1.96294
threshold=2.5000000000000004 5.5000000000000009 60.500000000000007 2118.5000000000005 1067.5000000000002 1.5000000000000002 20.500000000000004 45.500000000000007 2.5000000000000004 44.500000000000007 0.50150000000000017 23.500000000000004 37.500000000000007 87.500000000000014 1873.5000000000002 2908.0000000000005 5778.5000000000009 2209.5000000000005 3.5000000000000004 1.0015000000000003 921.00000000000011 4499.0000000000009 4923.5000000000009 0.43250000000000005 3326.0000000000005 8454.0000000000018 0.94650000000000001 0.86950000000000005 0.40250000000000008 11181.000000000002
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=2 4 3 20 -2 6 -6 -8 13 -5 12 -12 -10 -7 18 17 19 -16 -13 28 -1 24 -4 -22 29 -14 -23 -24 -17 -11
right_child=1 -3 22 9 5 8 7 -9 10 21 11 14 25 -15 15 16 -18 -19 -20 -21 23 26 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.033066838011858245 0.031683495396890103 0.053175896828727975 -0.034048739826507982 0.024844190763597972 0.024237692520211938 0.022348373758321632 -0.030565278478470938 0.016371786129522097 0.028913688699984653 0.0065657995087418349 -0.028872212818462219 -0.02285399668167775 -0.025775194374134752 -0.034451012665774272 0.031672217216909278 0.048354854129679985 0.031561955074678842 0.0051610842871410538 0.027684942859391368 0.017909608400842252 0.014310357050548617 -0.0036018151115222636 -0.021333007361951054 -0.017874805063818874 -0.038197430437097557 0.024183552854065062 0.053866774498811235 0.0085011630068301657 -0.032739248611323164 -0.03061979042295437
leaf_weight=3.0084174014627925 10.764912147074936 4.4424915164709082 19.204615811817348 15.49953913502395 5.6900689946487573 31.108913765288889 20.754538374021653 5.198514779098331 16.491827859543267 18.659225037321455 8.6528310235589725 17.633797635324303 5.3530424702912551 2.2622439535334697 14.095224945805965 0.79839433729649556 5.6579826576635233 44.611359002068639 3.105170624330639 3.4913221318274728 6.5814974531531325 2.9653717726469031 16.055561301298443 45.876121559180319 4.9056430086493483 3.7524479413405061 3.3803438022732735 9.039379437454043 17.09667179454118 4.3824540553614488
leaf_count=24 80 35 1424 111 44 309 543 69 110 134 112 261 43 124 101 3 86 339 23 74 50 21 557 631 85 27 22 136 764 37
internal_value=0 0.00471871 -0.00794677 -0.00255507 0.00372447 0.00226168 -0.0129995 -0.0211636 0.00503526 0.0071782 0.0018431 -0.00147828 0.0167835 0.0184979 0.000747611 0.0046256 -0.0103541 0.0115263 -0.015287 -0.0214434 -0.0112928 -0.000806361 -0.0207578 -0.0138368 -0.00712269 -0.00518678 0.0270115 -0.0105865 -0.0291212 -0.000506781
internal_weight=0 220.962 149.558 105.259 216.519 205.754 31.6431 25.9531 174.111 49.7926 140.74 115.143 25.5973 33.3712 106.49 85.751 27.0444 58.7066 20.739 21.3864 55.466 34.293 44.2996 52.4576 27.9473 9.10549 6.34572 25.0949 17.8951 23.0417
internal_count=6379 3147 3232 1115 3112 3032 656 612 2376 410 1943 1763 180 433 1651 1367 927 440 284 841 705 299 2117 681 256 70 43 693 767 171
is_linear=0
shrinkage=0.05


Tree=152
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=153
num_leaves=31
num_cat=0
split_feature=3 3 2 1 3 6 3 7 9 0 8 2 0 2 0 1 7 5 5 5 6 0 4 1 0 4 6 0 0 0
split_gain=5.56543 6.03163 4.65422 3.40187 2.93089 2.79844 2.65466 2.59505 2.74804 2.42654 2.39801 2.34875 2.21755 2.92634 2.18998 2.0657 2.01076 1.95039 1.90343 1.89334 2.16055 1.74881 1.67149 2.01608 2.38996 1.9749 1.81233 2.01096 3.18364 3.38383
threshold=609.50000000000011 2380.0000000000005 61.500000000000007 0.88650000000000018 1167.5000000000002 28826.500000000004 1.0000000180025095e-35 2.5000000000000004 0.87150000000000005 2012.0000000000002 2.5000000000000004 48.500000000000007 5778.5000000000009 84.500000000000014 2152.5000000000005 0.89000000000000012 3.5000000000000004 5.5000000000000009 3.5000000000000004 5.5000000000000009 6135.0000000000009 4738.5000000000009 0.83350000000000002 0.59800000000000009 5400.5000000000009 0.57750000000000001 6528.0000000000009 2152.5000000000005 3015.5000000000005 5778.5000000000009
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=6 2 3 4 5 16 10 8 -6 -9 11 14 -4 15 18 -14 19 -11 -1 20 -2 -13 25 -24 -25 -12 27 -27 -29 -30
right_child=1 -3 12 -5 7 -7 -8 9 -10 17 22 21 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=-0.013714724108584431 -0.01733969141987891 -0.01035972707904057 0.03294154854172044 0.027317504581016269 0.022739704300622929 -0.061885688324958679 -0.02736937463314934 0.013720436201310363 -0.032895350040535308 -0.018500708124915579 -0.017809572459051178 0.024850763106047665 0.0057840089124579688 0.031616789718745875 -0.028344114688310058 -0.04481554232324636 -0.044529579930144281 0.017854312010960331 0.017292890157204449 0.029818294949848119 0.013395746668456224 -0.0031649989916403064 -0.044629060886735024 0.0033655077341575752 -0.046908362593245267 0.012207599251617702 0.015260301265231039 -0.031421667374808587 0.040555758828836552 -0.043299303475006497
leaf_weight=9.4277267083525711 17.34406438656152 46.609458994120359 26.417667117901146 14.740153301507233 28.555999117903415 2.4265792071819297 14.490055926144121 16.599734985269606 2.4066102653741828 18.64650518074632 23.50415376201272 15.676007852889599 8.1775717865675706 9.2144193602725846 8.0584879368543607 2.6774404123425475 3.1072014812380067 4.5991514958441249 10.418774863705037 3.9844704205170265 8.5297127328813058 8.6406665453687292 6.9578860606998232 8.4691652376204711 3.2793496474623671 8.8955934289842862 13.626456168480216 12.045341159217061 3.8340311096981159 1.7531991023570297
leaf_count=64 131 462 2017 356 480 16 165 248 15 139 178 362 73 518 67 12 18 40 67 50 84 179 54 119 39 56 140 89 124 17
internal_value=0 0.00554841 0.00997702 0.00480856 0.0016844 -0.0100645 -0.00703479 0.00755685 0.0184154 -0.000880987 -0.00484551 0.00353636 0.0234232 0.0108941 -0.00636225 -0.00669661 -0.00624991 -0.0113079 0.00256328 -0.00226633 -0.00720725 0.0148957 -0.0101598 -0.0232995 -0.0106674 -0.00629868 0.00043912 -0.00717393 -0.0169519 0.0142431
internal_weight=0 214.037 167.427 120.94 106.2 35.392 149.077 70.808 30.9626 39.8454 134.587 52.2217 46.4871 20.0694 27.905 10.855 32.9654 23.2457 19.8465 29.8582 25.8738 24.3167 82.3652 18.7064 11.7485 63.6588 40.1546 26.5282 17.6326 5.58723
internal_count=6379 4659 4197 1577 1221 299 1720 922 495 427 1555 739 2620 603 198 85 283 179 131 265 215 541 816 212 158 604 426 286 230 141
is_linear=0
shrinkage=0.05


Tree=154
num_leaves=31
num_cat=0
split_feature=3 3 2 1 3 6 3 7 9 0 8 2 0 2 0 1 7 5 5 5 6 0 4 1 0 4 6 0 0 0
split_gain=5.56543 6.03163 4.65422 3.40187 2.93089 2.79844 2.65466 2.59505 2.74804 2.42654 2.39801 2.34875 2.21755 2.92634 2.18998 2.0657 2.01076 1.95039 1.90343 1.89334 2.16055 1.74881 1.67149 2.01608 2.38996 1.9749 1.81233 2.01096 3.18364 3.38383
threshold=609.50000000000011 2380.0000000000005 61.500000000000007 0.88650000000000018 1167.5000000000002 28826.500000000004 1.0000000180025095e-35 2.5000000000000004 0.87150000000000005 2012.0000000000002 2.5000000000000004 48.500000000000007 5778.5000000000009 84.500000000000014 2152.5000000000005 0.89000000000000012 3.5000000000000004 5.5000000000000009 3.5000000000000004 5.5000000000000009 6135.0000000000009 4738.5000000000009 0.83350000000000002 0.59800000000000009 5400.5000000000009 0.57750000000000001 6528.0000000000009 2152.5000000000005 3015.5000000000005 5778.5000000000009
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=6 2 3 4 5 16 10 8 -6 -9 11 14 -4 15 18 -14 19 -11 -1 20 -2 -13 25 -24 -25 -12 27 -27 -29 -30
right_child=1 -3 12 -5 7 -7 -8 9 -10 17 22 21 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=0.013714724108584431 0.01733969141987891 0.01035972707904057 -0.03294154854172044 -0.027317504581016269 -0.022739704300622929 0.061885688324958679 0.02736937463314934 -0.013720436201310363 0.032895350040535308 0.018500708124915579 0.017809572459051178 -0.024850763106047665 -0.0057840089124579688 -0.031616789718745875 0.028344114688310058 0.04481554232324636 0.044529579930144281 -0.017854312010960331 -0.017292890157204449 -0.029818294949848119 -0.013395746668456224 0.0031649989916403064 0.044629060886735024 -0.0033655077341575752 0.046908362593245267 -0.012207599251617702 -0.015260301265231039 0.031421667374808587 -0.040555758828836552 0.043299303475006497
leaf_weight=9.4277267083525711 17.34406438656152 46.609458994120359 26.417667117901146 14.740153301507233 28.555999117903415 2.4265792071819297 14.490055926144121 16.599734985269606 2.4066102653741828 18.64650518074632 23.50415376201272 15.676007852889599 8.1775717865675706 9.2144193602725846 8.0584879368543607 2.6774404123425475 3.1072014812380067 4.5991514958441249 10.418774863705037 3.9844704205170265 8.5297127328813058 8.6406665453687292 6.9578860606998232 8.4691652376204711 3.2793496474623671 8.8955934289842862 13.626456168480216 12.045341159217061 3.8340311096981159 1.7531991023570297
leaf_count=64 131 462 2017 356 480 16 165 248 15 139 178 362 73 518 67 12 18 40 67 50 84 179 54 119 39 56 140 89 124 17
internal_value=0 -0.00554841 -0.00997702 -0.00480856 -0.0016844 0.0100645 0.00703479 -0.00755685 -0.0184154 0.000880987 0.00484551 -0.00353636 -0.0234232 -0.0108941 0.00636225 0.00669661 0.00624991 0.0113079 -0.00256328 0.00226633 0.00720725 -0.0148957 0.0101598 0.0232995 0.0106674 0.00629868 -0.00043912 0.00717393 0.0169519 -0.0142431
internal_weight=0 214.037 167.427 120.94 106.2 35.392 149.077 70.808 30.9626 39.8454 134.587 52.2217 46.4871 20.0694 27.905 10.855 32.9654 23.2457 19.8465 29.8582 25.8738 24.3167 82.3652 18.7064 11.7485 63.6588 40.1546 26.5282 17.6326 5.58723
internal_count=6379 4659 4197 1577 1221 299 1720 922 495 427 1555 739 2620 603 198 85 283 179 131 265 215 541 816 212 158 604 426 286 230 141
is_linear=0
shrinkage=0.05


Tree=155
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=156
num_leaves=31
num_cat=0
split_feature=8 1 4 0 0 0 2 0 4 0 0 0 5 0 1 4 0 10 1 4 10 4 4 2 7 4 6 2 0 2
split_gain=5.1208 5.24641 4.03103 4.14609 8.67345 5.19223 4.9962 3.46746 3.89985 4.37405 3.06486 2.82225 2.86475 2.59784 2.60357 2.46342 2.64846 2.46229 2.28367 2.18235 2.17829 2.05705 3.12299 1.99247 3.08319 1.95917 1.92506 2.38557 1.88281 2.30286
threshold=4.5000000000000009 0.52650000000000008 1.0595000000000001 3160.5000000000005 5230.0000000000009 2222.0000000000005 78.500000000000014 921.00000000000011 0.63850000000000018 1873.5000000000002 1067.5000000000002 1551.5000000000002 2.5000000000000004 1325.5000000000002 0.60950000000000004 0.95550000000000013 4499.0000000000009 21.500000000000004 0.88300000000000012 0.86450000000000016 27.500000000000004 0.83850000000000013 0.43250000000000005 40.500000000000007 1.5000000000000002 0.49650000000000005 3304.5000000000005 48.500000000000007 4516.5000000000009 55.500000000000007
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=1 10 3 5 15 7 19 -3 9 -9 -1 21 -13 14 -10 25 -17 -14 -8 -6 -7 22 -12 24 -19 -5 -22 -28 29 -25
right_child=-2 2 -4 4 6 20 18 8 13 -11 11 12 17 -15 -16 16 -18 23 -20 -21 26 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-0.038498606203942035 -0.028664204667435789 -0.033421042911526457 0.034582747639402368 -0.0047248386543001231 -0.0064737568042838537 0.0048386490849273477 0.02129649556410082 0.015102357202263354 -0.057114601003186029 -0.021111806994895149 -0.012535263391398916 -0.030573428383017905 0.021242055078962145 0.028632671016890862 0.011755360315332405 0.035142985068589476 -0.036713034294716777 0.025570541767682101 -0.016381911014015364 -0.038191747987162829 -0.031398781508076866 -0.026175356806452523 0.030617779081681069 -0.0031644646120618462 -0.026101380445735147 0.036028505453379066 -0.030250005829482587 0.0058332896094209071 -0.035635622164192381 0.032568352969360614
leaf_weight=7.2345727086067191 14.567422782070933 4.9686406254768363 11.747158480808137 3.2123349215835324 13.223156118765475 11.62621613498777 18.98647714685649 17.244900548830628 1.7867622403427947 16.143803417682648 6.1292919255793157 13.059689612127839 7.8816540930420151 27.503127878531814 5.9161000568419695 2.352474231272935 2.8190255900844932 3.3219657000154283 5.1021825829520813 9.1937991864979249 18.529555191285908 3.2191192116588345 13.269258115440605 32.14030179195106 22.042979898862541 35.984105718322098 7.6891256533563164 11.330272666178642 3.6798148918896905 5.2446978166699401
leaf_count=69 143 28 360 92 93 125 675 216 18 85 43 163 50 444 86 107 65 23 65 76 139 26 139 222 155 2296 48 127 52 149
internal_value=0 0.00160425 0.00606685 0.00449868 0.0125943 -0.00149516 -0.00249365 0.00691296 0.00983454 -0.00240759 -0.006975 -0.00490151 -0.00897657 0.0214448 -0.00421977 0.0284091 -0.0040263 -0.00518108 0.0133159 -0.0194822 -0.0140732 0.0108403 0.0169829 -0.00831609 -0.0193341 0.0326886 -0.0199289 -0.0087544 -0.00151049 0.00184845
internal_weight=0 342.583 225.359 213.612 90.8736 122.739 46.5056 73.5633 68.5947 33.3887 117.223 109.989 87.3711 35.206 7.70286 44.3679 5.1715 74.3114 24.0887 22.417 49.1752 22.6177 19.3986 66.4298 25.3649 39.1964 37.549 19.0194 41.0648 37.385
internal_count=6379 6236 5145 4785 3469 1316 909 877 849 301 1091 1022 814 548 104 2560 172 651 740 169 439 208 182 601 178 2388 314 175 423 371
is_linear=0
shrinkage=0.05


Tree=157
num_leaves=31
num_cat=0
split_feature=8 1 4 0 0 0 2 0 4 0 0 0 5 0 1 4 0 10 1 4 10 4 4 2 7 4 6 2 0 2
split_gain=5.1208 5.24641 4.03103 4.14609 8.67345 5.19223 4.9962 3.46746 3.89985 4.37405 3.06486 2.82225 2.86475 2.59784 2.60357 2.46342 2.64846 2.46229 2.28367 2.18235 2.17829 2.05705 3.12299 1.99247 3.08319 1.95917 1.92506 2.38557 1.88281 2.30286
threshold=4.5000000000000009 0.52650000000000008 1.0595000000000001 3160.5000000000005 5230.0000000000009 2222.0000000000005 78.500000000000014 921.00000000000011 0.63850000000000018 1873.5000000000002 1067.5000000000002 1551.5000000000002 2.5000000000000004 1325.5000000000002 0.60950000000000004 0.95550000000000013 4499.0000000000009 21.500000000000004 0.88300000000000012 0.86450000000000016 27.500000000000004 0.83850000000000013 0.43250000000000005 40.500000000000007 1.5000000000000002 0.49650000000000005 3304.5000000000005 48.500000000000007 4516.5000000000009 55.500000000000007
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=1 10 3 5 15 7 19 -3 9 -9 -1 21 -13 14 -10 25 -17 -14 -8 -6 -7 22 -12 24 -19 -5 -22 -28 29 -25
right_child=-2 2 -4 4 6 20 18 8 13 -11 11 12 17 -15 -16 16 -18 23 -20 -21 26 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.038498606203942035 0.028664204667435789 0.033421042911526457 -0.034582747639402368 0.0047248386543001231 0.0064737568042838537 -0.0048386490849273477 -0.02129649556410082 -0.015102357202263354 0.057114601003186029 0.021111806994895149 0.012535263391398916 0.030573428383017905 -0.021242055078962145 -0.028632671016890862 -0.011755360315332405 -0.035142985068589476 0.036713034294716777 -0.025570541767682101 0.016381911014015364 0.038191747987162829 0.031398781508076866 0.026175356806452523 -0.030617779081681069 0.0031644646120618462 0.026101380445735147 -0.036028505453379066 0.030250005829482587 -0.0058332896094209071 0.035635622164192381 -0.032568352969360614
leaf_weight=7.2345727086067191 14.567422782070933 4.9686406254768363 11.747158480808137 3.2123349215835324 13.223156118765475 11.62621613498777 18.98647714685649 17.244900548830628 1.7867622403427947 16.143803417682648 6.1292919255793157 13.059689612127839 7.8816540930420151 27.503127878531814 5.9161000568419695 2.352474231272935 2.8190255900844932 3.3219657000154283 5.1021825829520813 9.1937991864979249 18.529555191285908 3.2191192116588345 13.269258115440605 32.14030179195106 22.042979898862541 35.984105718322098 7.6891256533563164 11.330272666178642 3.6798148918896905 5.2446978166699401
leaf_count=69 143 28 360 92 93 125 675 216 18 85 43 163 50 444 86 107 65 23 65 76 139 26 139 222 155 2296 48 127 52 149
internal_value=0 -0.00160425 -0.00606685 -0.00449868 -0.0125943 0.00149516 0.00249365 -0.00691296 -0.00983454 0.00240759 0.006975 0.00490151 0.00897657 -0.0214448 0.00421977 -0.0284091 0.0040263 0.00518108 -0.0133159 0.0194822 0.0140732 -0.0108403 -0.0169829 0.00831609 0.0193341 -0.0326886 0.0199289 0.0087544 0.00151049 -0.00184845
internal_weight=0 342.583 225.359 213.612 90.8736 122.739 46.5056 73.5633 68.5947 33.3887 117.223 109.989 87.3711 35.206 7.70286 44.3679 5.1715 74.3114 24.0887 22.417 49.1752 22.6177 19.3986 66.4298 25.3649 39.1964 37.549 19.0194 41.0648 37.385
internal_count=6379 6236 5145 4785 3469 1316 909 877 849 301 1091 1022 814 548 104 2560 172 651 740 169 439 208 182 601 178 2388 314 175 423 371
is_linear=0
shrinkage=0.05


Tree=158
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=159
num_leaves=31
num_cat=0
split_feature=3 3 7 6 2 5 8 0 0 4 5 4 4 0 10 6 2 4 0 2 0 8 1 0 2 10 6 4 0 2
split_gain=4.97151 6.45625 3.74235 3.52146 2.71847 2.54324 2.56899 2.43743 6.85126 4.97964 3.33551 2.30621 2.17409 1.94571 2.92168 2.77983 1.8962 1.89212 6.59145 2.54735 1.89168 1.87914 1.7091 1.67231 1.97675 1.66596 1.60355 1.49462 1.71054 2.00836
threshold=996.50000000000011 2380.0000000000005 2.5000000000000004 1488.5000000000002 59.500000000000007 5.5000000000000009 1.0000000180025095e-35 3326.0000000000005 4382.5000000000009 0.86450000000000016 2.5000000000000004 1.0595000000000001 0.49050000000000005 2241.0000000000005 22.500000000000004 8580.5000000000018 52.500000000000007 0.64850000000000019 1325.5000000000002 28.500000000000004 1978.5000000000002 1.5000000000000002 0.61450000000000016 5778.5000000000009 85.500000000000014 36.500000000000007 14949.500000000002 0.58350000000000002 5778.5000000000009 71.500000000000014
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=5 2 3 -2 20 6 -1 10 -9 27 -8 -3 25 17 -15 -16 -17 19 22 -12 -4 -11 -19 -6 -25 -5 -21 -10 -29 -30
right_child=1 11 4 12 23 -7 7 8 9 21 13 -13 -14 14 15 16 -18 18 -20 26 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.031417308323240446 -0.07261679790925285 -0.011989642442254382 0.0095939867948903763 -0.019905232733467212 0.03425158146096377 0.0081964708581495401 -0.033889151405170077 0.039800968668824391 -0.022382248820921533 0.010271468391714165 0.026409565700191769 0.042139516253562055 0.026501540318300678 0.014896057961932161 -0.033654377645609107 -0.019173714884746073 0.041587913272885371 -0.065567828974184242 0.020935783616162575 -0.010375696228809654 -0.010617841920136253 -0.044304144912062374 -0.0081077912986987528 -0.021746066000358954 0.034018404503791629 0.033046762969945902 -0.038583717970936793 0.03634706873764159 -0.038112445198663629 0.013573314947909799
leaf_weight=4.0178495622239998 0.97908477485179801 43.666969120502472 20.0754848215729 4.7508032610639921 10.05462531745434 28.754619079176337 16.258255667984486 9.0128350388258678 3.7429898073896828 1.8803257565014053 3.954083025455474 2.0606386903673402 51.907400047406554 5.2726848302409044 21.792819279246036 2.9919503331184378 2.2492808504030108 3.1571169011294868 18.667390272021294 24.252470262348655 27.344810488633811 9.7857484077103418 2.1930789155885577 3.7736380975693455 2.7453265096992254 2.1610622825101018 6.35932907834649 5.1500674821436396 2.4833935089409334 7.7289209319278598
leaf_count=61 14 430 336 46 735 422 177 411 63 29 24 32 1880 32 204 25 39 29 135 139 211 128 22 27 178 49 31 294 21 155
internal_value=0 0.00650448 0.012435 0.0214283 0.00403129 -0.005432 -0.00802809 -0.00910672 0.00146179 -0.0097676 -0.0130308 -0.0095504 0.0229938 -0.00929971 -0.019151 -0.0257915 0.00690221 -0.00386708 0.00691286 -0.0113574 -0.00206112 -0.0355077 -0.0420146 0.0214629 0.00173798 -0.00334927 -0.0162357 0.00594975 0.0128527 0.00100456
internal_weight=0 169.52 123.792 59.7984 63.9939 179.705 150.951 146.933 39.7843 30.7714 107.148 45.7276 58.8193 90.8902 32.3067 27.0341 5.24123 58.5835 24.0176 34.5659 47.4203 11.6661 5.3502 16.5736 6.51896 6.91187 30.6118 19.1054 15.3624 10.2123
internal_count=6379 3938 3476 1989 1487 2441 2019 1958 1101 690 857 462 1975 680 300 268 64 380 186 194 547 157 51 940 205 95 170 533 470 176
is_linear=0
shrinkage=0.05


Tree=160
num_leaves=31
num_cat=0
split_feature=3 3 7 6 2 5 8 0 0 4 5 4 4 0 10 6 2 4 0 2 0 8 1 0 2 10 6 4 0 2
split_gain=4.97151 6.45625 3.74235 3.52146 2.71847 2.54324 2.56899 2.43743 6.85126 4.97964 3.33551 2.30621 2.17409 1.94571 2.92168 2.77983 1.8962 1.89212 6.59145 2.54735 1.89168 1.87914 1.7091 1.67231 1.97675 1.66596 1.60355 1.49462 1.71054 2.00836
threshold=996.50000000000011 2380.0000000000005 2.5000000000000004 1488.5000000000002 59.500000000000007 5.5000000000000009 1.0000000180025095e-35 3326.0000000000005 4382.5000000000009 0.86450000000000016 2.5000000000000004 1.0595000000000001 0.49050000000000005 2241.0000000000005 22.500000000000004 8580.5000000000018 52.500000000000007 0.64850000000000019 1325.5000000000002 28.500000000000004 1978.5000000000002 1.5000000000000002 0.61450000000000016 5778.5000000000009 85.500000000000014 36.500000000000007 14949.500000000002 0.58350000000000002 5778.5000000000009 71.500000000000014
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=5 2 3 -2 20 6 -1 10 -9 27 -8 -3 25 17 -15 -16 -17 19 22 -12 -4 -11 -19 -6 -25 -5 -21 -10 -29 -30
right_child=1 11 4 12 23 -7 7 8 9 21 13 -13 -14 14 15 16 -18 18 -20 26 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.031417308323240446 0.07261679790925285 0.011989642442254382 -0.0095939867948903763 0.019905232733467212 -0.03425158146096377 -0.0081964708581495401 0.033889151405170077 -0.039800968668824391 0.022382248820921533 -0.010271468391714165 -0.026409565700191769 -0.042139516253562055 -0.026501540318300678 -0.014896057961932161 0.033654377645609107 0.019173714884746073 -0.041587913272885371 0.065567828974184242 -0.020935783616162575 0.010375696228809654 0.010617841920136253 0.044304144912062374 0.0081077912986987528 0.021746066000358954 -0.034018404503791629 -0.033046762969945902 0.038583717970936793 -0.03634706873764159 0.038112445198663629 -0.013573314947909799
leaf_weight=4.0178495622239998 0.97908477485179801 43.666969120502472 20.0754848215729 4.7508032610639921 10.05462531745434 28.754619079176337 16.258255667984486 9.0128350388258678 3.7429898073896828 1.8803257565014053 3.954083025455474 2.0606386903673402 51.907400047406554 5.2726848302409044 21.792819279246036 2.9919503331184378 2.2492808504030108 3.1571169011294868 18.667390272021294 24.252470262348655 27.344810488633811 9.7857484077103418 2.1930789155885577 3.7736380975693455 2.7453265096992254 2.1610622825101018 6.35932907834649 5.1500674821436396 2.4833935089409334 7.7289209319278598
leaf_count=61 14 430 336 46 735 422 177 411 63 29 24 32 1880 32 204 25 39 29 135 139 211 128 22 27 178 49 31 294 21 155
internal_value=0 -0.00650448 -0.012435 -0.0214283 -0.00403129 0.005432 0.00802809 0.00910672 -0.00146179 0.0097676 0.0130308 0.0095504 -0.0229938 0.00929971 0.019151 0.0257915 -0.00690221 0.00386708 -0.00691286 0.0113574 0.00206112 0.0355077 0.0420146 -0.0214629 -0.00173798 0.00334927 0.0162357 -0.00594975 -0.0128527 -0.00100456
internal_weight=0 169.52 123.792 59.7984 63.9939 179.705 150.951 146.933 39.7843 30.7714 107.148 45.7276 58.8193 90.8902 32.3067 27.0341 5.24123 58.5835 24.0176 34.5659 47.4203 11.6661 5.3502 16.5736 6.51896 6.91187 30.6118 19.1054 15.3624 10.2123
internal_count=6379 3938 3476 1989 1487 2441 2019 1958 1101 690 857 462 1975 680 300 268 64 380 186 194 547 157 51 940 205 95 170 533 470 176
is_linear=0
shrinkage=0.05


Tree=161
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=162
num_leaves=31
num_cat=0
split_feature=3 3 2 1 3 3 5 9 6 0 2 8 4 2 0 0 5 5 10 0 9 7 8 1 5 6 0 0 3 2
split_gain=4.57045 4.6736 3.8984 2.96909 2.31725 2.28221 2.26088 2.41647 2.22039 2.12451 2.57333 2.081 2.06915 1.86129 1.96147 1.83671 2.97025 1.78792 1.76269 1.74833 1.88503 1.67179 1.62666 1.6542 1.59215 1.88116 1.51147 1.48999 1.41415 1.38173
threshold=609.50000000000011 2380.0000000000005 61.500000000000007 0.88650000000000018 1167.5000000000002 1.0000000180025095e-35 1.5000000000000002 0.79250000000000009 28826.500000000004 5778.5000000000009 84.500000000000014 2.5000000000000004 1.0595000000000001 48.500000000000007 2473.5000000000005 8426.5000000000018 3.5000000000000004 3.5000000000000004 29.500000000000004 4499.0000000000009 0.60050000000000014 3.5000000000000004 4.5000000000000009 0.31100000000000005 5.5000000000000009 6135.0000000000009 1067.5000000000002 4738.5000000000009 437.00000000000006 27.500000000000004
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=5 2 3 4 8 11 -6 19 21 -4 15 13 -3 14 17 16 -11 -1 -19 20 22 24 23 -8 25 -2 -13 -15 -7 -28
right_child=1 12 9 -5 6 28 7 -9 -10 10 -12 26 -14 27 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.015203118969743579 -0.0157455034007059 -0.011177390552358391 0.032775348639603998 0.026607396106232636 -0.031094973510396685 -0.043913325000943818 -0.017486358442934849 -0.012056136135249217 -0.054582611840519282 0.028061379904563047 0.031123113194864122 -0.040061024727366279 0.04121059523571783 0.023439982819718295 -0.037440775898960207 -0.040170758888954404 -0.038674161896911502 0.045393311821889812 0.0019312410373260366 -0.028278268709498879 0.036934505545640386 -0.040493596095706776 -0.026348965018106709 0.017160928737279282 0.028661721193642249 0.013488605158877318 0.030371008110194359 -0.0031718956930158488 -0.011337492298723406 -0.0092298790745406097
leaf_weight=10.12085865065456 16.890150764025758 43.71580370888114 22.568064181134105 13.474602979607878 3.6835473924875251 6.121911555528639 3.814618567004799 11.074625561945139 2.4729947857558718 5.1719379303976911 8.1208938704803568 3.8714348152279845 1.9697427498176683 14.745248685590925 4.0736518353223792 2.9044101946055889 2.4605451747775078 3.1573829613625994 8.9338806532323343 2.3778696954250327 8.5897732973098737 3.0674511250108472 2.6950276996940365 35.55401636660099 3.762453935109078 8.1620494099333865 2.2726629227399817 8.1764921918511373 7.309180561453104 71.536673303693533
leaf_count=78 131 430 2017 356 23 55 28 87 16 60 518 38 32 362 39 15 10 18 63 19 147 18 18 600 50 84 17 179 110 761
internal_value=0 0.00515464 0.00925389 0.00454685 0.00163669 -0.00658615 0.00699791 0.00918674 -0.00894206 0.0224549 0.00997156 -0.00451156 -0.00891867 0.00353364 -0.00554717 -0.00633016 0.0065473 0.000302039 0.0132805 0.0136229 0.0155899 -0.00540187 0.0112312 0.0138038 -0.0016662 -0.00622098 -0.00960785 0.0139472 -0.0261856 -0.00801053
internal_weight=0 202.531 156.845 115.619 102.145 140.319 67.7895 64.1059 34.3551 41.2259 18.6578 126.888 45.6855 49.2075 26.2858 10.5369 7.63248 22.2121 12.0913 53.0313 50.6534 31.8821 42.0637 39.3686 28.8147 25.0522 77.6808 22.9217 13.4311 73.8093
internal_count=6379 4659 4197 1577 1221 1720 922 899 299 2620 603 1555 462 739 198 85 70 159 81 812 793 283 646 628 265 215 816 541 165 778
is_linear=0
shrinkage=0.05


Tree=163
num_leaves=31
num_cat=0
split_feature=3 3 2 1 3 3 5 9 6 0 2 8 4 2 0 0 5 5 10 0 9 7 8 1 5 6 0 0 3 2
split_gain=4.57045 4.6736 3.8984 2.96909 2.31725 2.28221 2.26088 2.41647 2.22039 2.12451 2.57333 2.081 2.06915 1.86129 1.96147 1.83671 2.97025 1.78792 1.76269 1.74833 1.88503 1.67179 1.62666 1.6542 1.59215 1.88116 1.51147 1.48999 1.41415 1.38173
threshold=609.50000000000011 2380.0000000000005 61.500000000000007 0.88650000000000018 1167.5000000000002 1.0000000180025095e-35 1.5000000000000002 0.79250000000000009 28826.500000000004 5778.5000000000009 84.500000000000014 2.5000000000000004 1.0595000000000001 48.500000000000007 2473.5000000000005 8426.5000000000018 3.5000000000000004 3.5000000000000004 29.500000000000004 4499.0000000000009 0.60050000000000014 3.5000000000000004 4.5000000000000009 0.31100000000000005 5.5000000000000009 6135.0000000000009 1067.5000000000002 4738.5000000000009 437.00000000000006 27.500000000000004
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=5 2 3 4 8 11 -6 19 21 -4 15 13 -3 14 17 16 -11 -1 -19 20 22 24 23 -8 25 -2 -13 -15 -7 -28
right_child=1 12 9 -5 6 28 7 -9 -10 10 -12 26 -14 27 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.015203118969743579 0.0157455034007059 0.011177390552358391 -0.032775348639603998 -0.026607396106232636 0.031094973510396685 0.043913325000943818 0.017486358442934849 0.012056136135249217 0.054582611840519282 -0.028061379904563047 -0.031123113194864122 0.040061024727366279 -0.04121059523571783 -0.023439982819718295 0.037440775898960207 0.040170758888954404 0.038674161896911502 -0.045393311821889812 -0.0019312410373260366 0.028278268709498879 -0.036934505545640386 0.040493596095706776 0.026348965018106709 -0.017160928737279282 -0.028661721193642249 -0.013488605158877318 -0.030371008110194359 0.0031718956930158488 0.011337492298723406 0.0092298790745406097
leaf_weight=10.12085865065456 16.890150764025758 43.71580370888114 22.568064181134105 13.474602979607878 3.6835473924875251 6.121911555528639 3.814618567004799 11.074625561945139 2.4729947857558718 5.1719379303976911 8.1208938704803568 3.8714348152279845 1.9697427498176683 14.745248685590925 4.0736518353223792 2.9044101946055889 2.4605451747775078 3.1573829613625994 8.9338806532323343 2.3778696954250327 8.5897732973098737 3.0674511250108472 2.6950276996940365 35.55401636660099 3.762453935109078 8.1620494099333865 2.2726629227399817 8.1764921918511373 7.309180561453104 71.536673303693533
leaf_count=78 131 430 2017 356 23 55 28 87 16 60 518 38 32 362 39 15 10 18 63 19 147 18 18 600 50 84 17 179 110 761
internal_value=0 -0.00515464 -0.00925389 -0.00454685 -0.00163669 0.00658615 -0.00699791 -0.00918674 0.00894206 -0.0224549 -0.00997156 0.00451156 0.00891867 -0.00353364 0.00554717 0.00633016 -0.0065473 -0.000302039 -0.0132805 -0.0136229 -0.0155899 0.00540187 -0.0112312 -0.0138038 0.0016662 0.00622098 0.00960785 -0.0139472 0.0261856 0.00801053
internal_weight=0 202.531 156.845 115.619 102.145 140.319 67.7895 64.1059 34.3551 41.2259 18.6578 126.888 45.6855 49.2075 26.2858 10.5369 7.63248 22.2121 12.0913 53.0313 50.6534 31.8821 42.0637 39.3686 28.8147 25.0522 77.6808 22.9217 13.4311 73.8093
internal_count=6379 4659 4197 1577 1221 1720 922 899 299 2620 603 1555 462 739 198 85 70 159 81 812 793 283 646 628 265 215 816 541 165 778
is_linear=0
shrinkage=0.05


Tree=164
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=165
num_leaves=31
num_cat=0
split_feature=7 8 2 0 0 0 4 10 5 4 6 7 2 10 1 6 0 10 3 1 0 0 4 4 4 2 4 9 4 8
split_gain=4.40007 3.71752 3.65785 3.90523 4.08123 6.80701 5.8062 3.47164 3.36387 3.29989 3.00869 3.00555 2.56882 2.30161 2.23158 2.12762 1.96644 1.90606 1.95315 1.832 2.59309 2.9385 3.57299 2.337 2.32536 2.63425 2.03941 3.29329 2.8411 2.33649
threshold=1.5000000000000002 5.5000000000000009 87.500000000000014 7983.0000000000009 3326.0000000000005 4382.5000000000009 0.94350000000000012 20.500000000000004 2.5000000000000004 0.58350000000000002 2014.5000000000002 1.0000000180025095e-35 74.500000000000014 20.500000000000004 0.5375000000000002 13915.000000000002 5778.5000000000009 36.500000000000007 749.50000000000011 1.1910000000000001 1067.5000000000002 1732.0000000000002 0.44150000000000006 0.88750000000000007 0.83650000000000013 47.500000000000007 0.76250000000000007 0.13850000000000004 0.48350000000000004 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 2 2 2 2 2 2
left_child=7 2 3 4 8 -6 9 -1 15 -7 -10 -9 -8 -12 17 -2 -11 -13 -19 20 -15 26 -23 24 25 -24 28 29 -22 -28
right_child=1 -3 -4 -5 5 6 12 11 10 16 13 14 -14 19 -16 -17 -18 18 -20 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.01522320904436706 -0.028188364062329552 -0.051680402415116372 0.030824758292176319 -0.028806323265748474 0.035787367057200786 -0.023290613697423034 -0.049536499158933989 -0.042287529759954263 -0.016248481562130705 0.033430524243852865 0.033379004621340226 0.023356037483779145 0.020955673699621879 -0.03365215206636759 0.028944354188567764 0.0068442689481629229 0.0023451530201057829 -0.035447182385535507 0.014304128283035329 0.038698100453982844 0.0010679110817183569 -0.043032717217373825 -0.011243333691101285 0.015604536387353991 -0.03560071695595516 0.0085697537758769298 0.0051779650385366085 0.034854595179307474 0.034236923916194838 -0.0610719400093509
leaf_weight=9.1352225672453624 21.161373574286703 3.7499155756086102 8.4528096052817983 13.481985280290244 18.330051990691572 5.817625806201252 7.2334691463038308 1.9554326524958003 30.343682336155325 11.246177061926575 5.3092727828770867 7.7055483474396151 1.5735198524780569 5.8237396981567136 30.198690586257726 5.4502291008830062 9.2902565803378803 4.1139854583889246 3.7901741163805127 2.9682320961728683 11.445718806236984 5.5376264508813611 39.422596344724298 16.114011514000595 5.8697830121964207 29.203719197306782 2.3913358356803638 2.8374064154922962 14.808958240784703 3.0010482287034392
leaf_count=81 207 33 642 104 1075 119 71 16 240 687 75 98 51 51 1145 39 92 21 72 81 85 31 259 253 54 286 36 96 252 27
internal_value=0 -0.00223028 -0.00156112 -0.00258006 -0.00119444 0.011084 -0.00179431 0.0130175 -0.00445088 0.00995128 -0.00193338 0.0184187 -0.0369419 0.00106781 0.0210101 -0.0210135 0.0193681 0.00566039 -0.0115906 -0.000162596 -0.00100791 0.000447414 -0.00404366 -0.00166085 -0.00539547 -0.00281193 0.0129692 -0.00874882 0.0197769 -0.0316924
internal_weight=0 280.865 277.115 268.662 255.18 53.4911 35.161 56.8991 201.689 26.3541 175.077 47.7638 8.80699 144.733 45.8084 26.6116 20.5364 15.6097 7.90416 139.424 136.456 130.632 96.1477 90.6101 74.4961 68.6263 34.4845 8.22979 26.2547 5.39238
internal_count=6379 4946 4913 4271 4167 2095 1020 1433 2072 898 1826 1352 122 1586 1336 246 779 191 93 1511 1430 1379 883 852 599 545 496 159 337 63
is_linear=0
shrinkage=0.05


Tree=166
num_leaves=31
num_cat=0
split_feature=7 8 2 0 0 0 4 10 5 4 6 7 2 10 1 6 0 10 3 1 0 0 4 4 4 2 4 9 4 8
split_gain=4.40007 3.71752 3.65785 3.90523 4.08123 6.80701 5.8062 3.47164 3.36387 3.29989 3.00869 3.00555 2.56882 2.30161 2.23158 2.12762 1.96644 1.90606 1.95315 1.832 2.59309 2.9385 3.57299 2.337 2.32536 2.63425 2.03941 3.29329 2.8411 2.33649
threshold=1.5000000000000002 5.5000000000000009 87.500000000000014 7983.0000000000009 3326.0000000000005 4382.5000000000009 0.94350000000000012 20.500000000000004 2.5000000000000004 0.58350000000000002 2014.5000000000002 1.0000000180025095e-35 74.500000000000014 20.500000000000004 0.5375000000000002 13915.000000000002 5778.5000000000009 36.500000000000007 749.50000000000011 1.1910000000000001 1067.5000000000002 1732.0000000000002 0.44150000000000006 0.88750000000000007 0.83650000000000013 47.500000000000007 0.76250000000000007 0.13850000000000004 0.48350000000000004 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 2 2 2 2 2 2
left_child=7 2 3 4 8 -6 9 -1 15 -7 -10 -9 -8 -12 17 -2 -11 -13 -19 20 -15 26 -23 24 25 -24 28 29 -22 -28
right_child=1 -3 -4 -5 5 6 12 11 10 16 13 14 -14 19 -16 -17 -18 18 -20 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.01522320904436706 0.028188364062329552 0.051680402415116372 -0.030824758292176319 0.028806323265748474 -0.035787367057200786 0.023290613697423034 0.049536499158933989 0.042287529759954263 0.016248481562130705 -0.033430524243852865 -0.033379004621340226 -0.023356037483779145 -0.020955673699621879 0.03365215206636759 -0.028944354188567764 -0.0068442689481629229 -0.0023451530201057829 0.035447182385535507 -0.014304128283035329 -0.038698100453982844 -0.0010679110817183569 0.043032717217373825 0.011243333691101285 -0.015604536387353991 0.03560071695595516 -0.0085697537758769298 -0.0051779650385366085 -0.034854595179307474 -0.034236923916194838 0.0610719400093509
leaf_weight=9.1352225672453624 21.161373574286703 3.7499155756086102 8.4528096052817983 13.481985280290244 18.330051990691572 5.817625806201252 7.2334691463038308 1.9554326524958003 30.343682336155325 11.246177061926575 5.3092727828770867 7.7055483474396151 1.5735198524780569 5.8237396981567136 30.198690586257726 5.4502291008830062 9.2902565803378803 4.1139854583889246 3.7901741163805127 2.9682320961728683 11.445718806236984 5.5376264508813611 39.422596344724298 16.114011514000595 5.8697830121964207 29.203719197306782 2.3913358356803638 2.8374064154922962 14.808958240784703 3.0010482287034392
leaf_count=81 207 33 642 104 1075 119 71 16 240 687 75 98 51 51 1145 39 92 21 72 81 85 31 259 253 54 286 36 96 252 27
internal_value=0 0.00223028 0.00156112 0.00258006 0.00119444 -0.011084 0.00179431 -0.0130175 0.00445088 -0.00995128 0.00193338 -0.0184187 0.0369419 -0.00106781 -0.0210101 0.0210135 -0.0193681 -0.00566039 0.0115906 0.000162596 0.00100791 -0.000447414 0.00404366 0.00166085 0.00539547 0.00281193 -0.0129692 0.00874882 -0.0197769 0.0316924
internal_weight=0 280.865 277.115 268.662 255.18 53.4911 35.161 56.8991 201.689 26.3541 175.077 47.7638 8.80699 144.733 45.8084 26.6116 20.5364 15.6097 7.90416 139.424 136.456 130.632 96.1477 90.6101 74.4961 68.6263 34.4845 8.22979 26.2547 5.39238
internal_count=6379 4946 4913 4271 4167 2095 1020 1433 2072 898 1826 1352 122 1586 1336 246 779 191 93 1511 1430 1379 883 852 599 545 496 159 337 63
is_linear=0
shrinkage=0.05


Tree=167
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=168
num_leaves=31
num_cat=0
split_feature=8 8 2 4 0 5 2 0 0 0 6 4 2 0 0 10 6 1 0 7 0 4 0 0 1 5 1 4 0 9
split_gain=4.16353 3.73366 4.16044 3.52439 3.46659 3.24712 2.98124 2.65928 3.04707 2.9619 3.06502 2.92445 2.62695 3.23063 3.49877 2.55019 2.27644 2.16923 2.09901 2.80574 2.4185 2.24297 3.86871 2.1124 2.09538 2.34834 2.06549 2.02421 2.98419 2.79736
threshold=1.0000000180025095e-35 5.5000000000000009 70.500000000000014 1.0875000000000001 5230.0000000000009 3.5000000000000004 90.500000000000014 4499.0000000000009 3108.5000000000005 2135.5000000000005 2209.5000000000005 0.9405 52.500000000000007 4750.5000000000009 3326.0000000000005 46.500000000000007 1438.6500000000003 0.90100000000000013 2241.0000000000005 3.5000000000000004 998.00000000000011 0.70150000000000012 1409.5000000000002 1325.5000000000002 0.85050000000000014 2.5000000000000004 0.39200000000000007 0.53850000000000009 1325.5000000000002 0.17550000000000002
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=-1 2 3 5 -4 12 17 8 9 15 16 -9 18 14 24 27 -11 -6 19 20 -2 22 -22 -23 25 -14 -5 -7 29 -29
right_child=1 -3 4 26 6 7 -8 11 -10 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.033211265181606109 -0.035007184520955567 -0.050176862997338992 0.033540566129457765 -0.043933254686019024 0.0044499689428640398 -0.0083455290761091493 0.033745565197655369 -0.0016102739016028934 0.030005363164648292 0.0081435569823456403 -0.00036116619129080135 -0.053206626796816196 -0.036294256822340165 -0.0209094622942048 0.037806297125166977 0.030479542432582569 -0.038702012326068555 -0.030453824316210361 -0.027517617608787244 -0.039453778240424571 0.026478873631928385 -0.017393438823313401 -0.016733724028793018 0.027632731552091418 -0.035051757255788615 0.022076311455998695 0.036014443604857199 -0.034397695302642639 0.018152246566505707 0.030754681762733757
leaf_weight=9.3561286209151131 6.2413895241916171 3.7570827966555944 14.972619917709379 0.89605488255619903 19.605894683860246 21.250845300033689 6.8281834218651047 7.1239323085173947 10.003987577743827 3.4141287598758927 39.559365567751229 4.4691569935530424 2.2159226872026938 10.279681480489669 8.6691681761294586 10.759072149172423 10.787245834246276 5.7589824981987467 22.473878916352987 6.9775501564145079 6.3665802078321567 3.5603182436898342 27.778049558401108 9.7065710322931391 3.6808002265170208 7.7479200433008373 8.210637735668568 5.8306436566635949 30.132751728408039 2.2963774148374796
leaf_count=256 60 35 1813 5 245 157 575 144 507 24 308 33 15 99 257 135 77 41 193 50 61 28 218 95 28 89 260 62 457 52
internal_value=0 -0.00062519 -3.90085e-05 -0.00242894 0.013664 -0.00349449 0.00441969 0.00147337 0.00346048 0.00131944 -0.00751427 -0.0215008 -0.00974747 0.00228292 0.0129673 0.00807778 -0.0274399 -0.00347478 -0.0144658 -0.00962786 -0.00574901 -0.00189738 -0.00867634 0.0155495 -0.00281417 0.00909491 0.028148 0.00402771 0.0109002 -0.0159882
internal_weight=0 321.355 317.598 270.432 47.1657 261.325 32.1931 145.628 134.034 124.03 53.7607 11.5931 115.698 32.5935 22.3138 70.2697 14.2014 25.3649 83.1043 60.6305 53.6529 47.4115 34.1446 13.2669 13.6446 9.96384 9.10669 59.5106 38.2598 8.12702
internal_count=6379 6123 6088 3414 2674 3149 861 1956 1779 1272 409 177 1193 488 389 863 101 286 705 512 462 402 279 123 132 104 265 728 571 114
is_linear=0
shrinkage=0.05


Tree=169
num_leaves=31
num_cat=0
split_feature=8 8 2 4 0 5 2 0 0 0 6 4 2 0 0 10 6 1 0 7 0 4 0 0 1 5 1 4 0 9
split_gain=4.16353 3.73366 4.16044 3.52439 3.46659 3.24712 2.98124 2.65928 3.04707 2.9619 3.06502 2.92445 2.62695 3.23063 3.49877 2.55019 2.27644 2.16923 2.09901 2.80574 2.4185 2.24297 3.86871 2.1124 2.09538 2.34834 2.06549 2.02421 2.98419 2.79736
threshold=1.0000000180025095e-35 5.5000000000000009 70.500000000000014 1.0875000000000001 5230.0000000000009 3.5000000000000004 90.500000000000014 4499.0000000000009 3108.5000000000005 2135.5000000000005 2209.5000000000005 0.9405 52.500000000000007 4750.5000000000009 3326.0000000000005 46.500000000000007 1438.6500000000003 0.90100000000000013 2241.0000000000005 3.5000000000000004 998.00000000000011 0.70150000000000012 1409.5000000000002 1325.5000000000002 0.85050000000000014 2.5000000000000004 0.39200000000000007 0.53850000000000009 1325.5000000000002 0.17550000000000002
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=-1 2 3 5 -4 12 17 8 9 15 16 -9 18 14 24 27 -11 -6 19 20 -2 22 -22 -23 25 -14 -5 -7 29 -29
right_child=1 -3 4 26 6 7 -8 11 -10 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.033211265181606109 0.035007184520955567 0.050176862997338992 -0.033540566129457765 0.043933254686019024 -0.0044499689428640398 0.0083455290761091493 -0.033745565197655369 0.0016102739016028934 -0.030005363164648292 -0.0081435569823456403 0.00036116619129080135 0.053206626796816196 0.036294256822340165 0.0209094622942048 -0.037806297125166977 -0.030479542432582569 0.038702012326068555 0.030453824316210361 0.027517617608787244 0.039453778240424571 -0.026478873631928385 0.017393438823313401 0.016733724028793018 -0.027632731552091418 0.035051757255788615 -0.022076311455998695 -0.036014443604857199 0.034397695302642639 -0.018152246566505707 -0.030754681762733757
leaf_weight=9.3561286209151131 6.2413895241916171 3.7570827966555944 14.972619917709379 0.89605488255619903 19.605894683860246 21.250845300033689 6.8281834218651047 7.1239323085173947 10.003987577743827 3.4141287598758927 39.559365567751229 4.4691569935530424 2.2159226872026938 10.279681480489669 8.6691681761294586 10.759072149172423 10.787245834246276 5.7589824981987467 22.473878916352987 6.9775501564145079 6.3665802078321567 3.5603182436898342 27.778049558401108 9.7065710322931391 3.6808002265170208 7.7479200433008373 8.210637735668568 5.8306436566635949 30.132751728408039 2.2963774148374796
leaf_count=256 60 35 1813 5 245 157 575 144 507 24 308 33 15 99 257 135 77 41 193 50 61 28 218 95 28 89 260 62 457 52
internal_value=0 0.00062519 3.90085e-05 0.00242894 -0.013664 0.00349449 -0.00441969 -0.00147337 -0.00346048 -0.00131944 0.00751427 0.0215008 0.00974747 -0.00228292 -0.0129673 -0.00807778 0.0274399 0.00347478 0.0144658 0.00962786 0.00574901 0.00189738 0.00867634 -0.0155495 0.00281417 -0.00909491 -0.028148 -0.00402771 -0.0109002 0.0159882
internal_weight=0 321.355 317.598 270.432 47.1657 261.325 32.1931 145.628 134.034 124.03 53.7607 11.5931 115.698 32.5935 22.3138 70.2697 14.2014 25.3649 83.1043 60.6305 53.6529 47.4115 34.1446 13.2669 13.6446 9.96384 9.10669 59.5106 38.2598 8.12702
internal_count=6379 6123 6088 3414 2674 3149 861 1956 1779 1272 409 177 1193 488 389 863 101 286 705 512 462 402 279 123 132 104 265 728 571 114
is_linear=0
shrinkage=0.05


Tree=170
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=171
num_leaves=31
num_cat=0
split_feature=8 7 4 2 0 0 4 0 5 0 0 10 6 0 5 5 4 0 0 0 4 10 1 8 2 0 4 0 10 1
split_gain=3.84356 4.03 3.1088 3.26446 3.78381 3.38099 6.27594 4.13755 2.86449 3.52269 2.69648 2.64347 2.63324 2.58197 2.32635 2.27412 2.62263 3.10449 2.73606 2.67134 2.36058 2.94855 2.21109 2.19662 2.16895 2.42728 2.15399 2.14042 2.05644 2.00357
threshold=4.5000000000000009 1.5000000000000002 1.0595000000000001 87.500000000000014 8098.5000000000009 3160.5000000000005 0.95550000000000013 5778.5000000000009 5.5000000000000009 2492.5000000000005 1110.5000000000002 18.500000000000004 1851.0000000000002 4499.0000000000009 3.5000000000000004 1.5000000000000002 0.49050000000000005 1426.5000000000002 1189.0000000000002 1699.0000000000002 0.79050000000000009 27.500000000000004 0.46250000000000008 3.5000000000000004 47.500000000000007 1732.0000000000002 0.63150000000000006 2344.5000000000005 39.500000000000007 0.39200000000000007
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=1 10 3 4 5 8 7 22 9 12 -1 -12 -3 -8 -9 -14 17 -17 -18 23 21 -21 -7 -20 25 -10 -11 -22 -13 -4
right_child=-2 2 29 -5 -6 6 13 14 24 26 11 28 15 -15 -16 16 18 -19 19 20 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.019269980348362116 -0.025899868723115473 -0.023265000011466811 -0.04244482397740941 0.030384967247961716 -0.031284876227375115 -0.024715453052439607 0.034761555577781475 0.0057619762515265108 0.022463748474576339 0.0085308516242068467 -0.013615000271140418 0.030742842578475996 -0.031882307985604284 -0.04054061441995712 -0.044514987855510592 0.020477991850932721 -0.023307551915142301 -0.024103863746811453 0.03726592292553494 0.027819388054527605 0.035950458001889986 -0.0091245957698198599 0.031128814878627422 -0.0070260347917407628 0.028761465868510708 -0.010594649366152896 -0.030964107139466426 -0.012956438975900923 0.0074548148363429217 0.034431663992007942
leaf_weight=5.4312366694211951 13.396398549899457 16.08135811984539 0.93998725712299247 7.460733121726661 11.422156898304818 1.8922490542754555 1.3453525118529777 9.047624381259082 8.3032448235899228 4.0961749660782543 5.8165837693959466 26.436624339781702 5.8119170404970637 7.3984847394749522 3.0853970423340789 4.9870665352791574 7.6943849232047787 17.996046325191855 11.56448139157146 6.4560053776949635 8.3025415781885368 33.044909675605595 28.011988022364676 3.6932488624006501 9.1828012610785645 16.761322034522891 21.959789263550192 3.0623297905549398 14.779034045990555 8.617275426629929
leaf_count=32 143 143 6 633 92 35 82 92 145 41 53 939 60 81 20 45 80 103 216 50 97 239 1770 45 111 111 224 29 387 275
internal_value=0 0.00145344 -0.0011134 -0.00218896 -0.00319653 -0.00180027 0.00958674 0.0176034 -0.00503073 -0.00810736 0.0140871 0.0179392 -0.00445279 -0.0289544 -0.00702333 -0.00150456 0.000319312 -0.0144301 0.00491153 0.00819521 0.00269108 -0.00308649 0.0275952 0.0265447 0.00797295 0.000356746 -0.0247552 0.0227722 0.0223923 0.0268706
internal_weight=0 310.682 258.219 248.662 241.201 229.779 50.7811 42.0373 178.998 144.75 52.4635 47.0322 118.694 8.74384 12.133 102.613 96.801 22.9831 73.8179 66.1235 50.8658 39.5009 29.9042 15.2577 34.2474 25.0646 26.056 11.3649 41.2157 9.55726
internal_count=6379 6236 4825 4544 3911 3819 2080 1917 1739 1372 1411 1379 1107 163 112 964 904 148 756 676 415 289 1805 261 367 256 265 126 1326 281
is_linear=0
shrinkage=0.05


Tree=172
num_leaves=31
num_cat=0
split_feature=8 7 4 2 0 0 4 0 5 0 0 10 6 0 5 5 4 0 0 0 4 10 1 8 2 0 4 0 10 1
split_gain=3.84356 4.03 3.1088 3.26446 3.78381 3.38099 6.27594 4.13755 2.86449 3.52269 2.69648 2.64347 2.63324 2.58197 2.32635 2.27412 2.62263 3.10449 2.73606 2.67134 2.36058 2.94855 2.21109 2.19662 2.16895 2.42728 2.15399 2.14042 2.05644 2.00357
threshold=4.5000000000000009 1.5000000000000002 1.0595000000000001 87.500000000000014 8098.5000000000009 3160.5000000000005 0.95550000000000013 5778.5000000000009 5.5000000000000009 2492.5000000000005 1110.5000000000002 18.500000000000004 1851.0000000000002 4499.0000000000009 3.5000000000000004 1.5000000000000002 0.49050000000000005 1426.5000000000002 1189.0000000000002 1699.0000000000002 0.79050000000000009 27.500000000000004 0.46250000000000008 3.5000000000000004 47.500000000000007 1732.0000000000002 0.63150000000000006 2344.5000000000005 39.500000000000007 0.39200000000000007
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=1 10 3 4 5 8 7 22 9 12 -1 -12 -3 -8 -9 -14 17 -17 -18 23 21 -21 -7 -20 25 -10 -11 -22 -13 -4
right_child=-2 2 29 -5 -6 6 13 14 24 26 11 28 15 -15 -16 16 18 -19 19 20 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.019269980348362116 0.025899868723115473 0.023265000011466811 0.04244482397740941 -0.030384967247961716 0.031284876227375115 0.024715453052439607 -0.034761555577781475 -0.0057619762515265108 -0.022463748474576339 -0.0085308516242068467 0.013615000271140418 -0.030742842578475996 0.031882307985604284 0.04054061441995712 0.044514987855510592 -0.020477991850932721 0.023307551915142301 0.024103863746811453 -0.03726592292553494 -0.027819388054527605 -0.035950458001889986 0.0091245957698198599 -0.031128814878627422 0.0070260347917407628 -0.028761465868510708 0.010594649366152896 0.030964107139466426 0.012956438975900923 -0.0074548148363429217 -0.034431663992007942
leaf_weight=5.4312366694211951 13.396398549899457 16.08135811984539 0.93998725712299247 7.460733121726661 11.422156898304818 1.8922490542754555 1.3453525118529777 9.047624381259082 8.3032448235899228 4.0961749660782543 5.8165837693959466 26.436624339781702 5.8119170404970637 7.3984847394749522 3.0853970423340789 4.9870665352791574 7.6943849232047787 17.996046325191855 11.56448139157146 6.4560053776949635 8.3025415781885368 33.044909675605595 28.011988022364676 3.6932488624006501 9.1828012610785645 16.761322034522891 21.959789263550192 3.0623297905549398 14.779034045990555 8.617275426629929
leaf_count=32 143 143 6 633 92 35 82 92 145 41 53 939 60 81 20 45 80 103 216 50 97 239 1770 45 111 111 224 29 387 275
internal_value=0 -0.00145344 0.0011134 0.00218896 0.00319653 0.00180027 -0.00958674 -0.0176034 0.00503073 0.00810736 -0.0140871 -0.0179392 0.00445279 0.0289544 0.00702333 0.00150456 -0.000319312 0.0144301 -0.00491153 -0.00819521 -0.00269108 0.00308649 -0.0275952 -0.0265447 -0.00797295 -0.000356746 0.0247552 -0.0227722 -0.0223923 -0.0268706
internal_weight=0 310.682 258.219 248.662 241.201 229.779 50.7811 42.0373 178.998 144.75 52.4635 47.0322 118.694 8.74384 12.133 102.613 96.801 22.9831 73.8179 66.1235 50.8658 39.5009 29.9042 15.2577 34.2474 25.0646 26.056 11.3649 41.2157 9.55726
internal_count=6379 6236 4825 4544 3911 3819 2080 1917 1739 1372 1411 1379 1107 163 112 964 904 148 756 676 415 289 1805 261 367 256 265 126 1326 281
is_linear=0
shrinkage=0.05


Tree=173
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=174
num_leaves=31
num_cat=0
split_feature=3 3 2 1 3 3 0 4 6 0 2 6 4 6 3 0 5 0 2 1 10 4 8 2 0 0 7 0 1 0
split_gain=3.68499 4.02879 3.02862 2.48015 1.94831 1.84161 1.97894 2.33387 1.98959 1.81421 2.06368 1.77275 1.72836 1.65969 1.6433 1.6182 2.41306 1.61234 2.09355 1.60649 1.58709 1.48213 2.04243 1.78899 2.34294 2.15632 1.41069 1.35786 3.10802 2.14677
threshold=609.50000000000011 2371.5000000000005 61.500000000000007 0.88650000000000018 1.0000000180025095e-35 1167.5000000000002 2073.5000000000005 0.50650000000000006 16546.500000000004 5778.5000000000009 84.500000000000014 28826.500000000004 1.0595000000000001 12763.500000000002 850.50000000000011 8426.5000000000018 3.5000000000000004 1067.5000000000002 27.500000000000004 0.47350000000000003 38.500000000000007 0.50150000000000017 5.5000000000000009 48.500000000000007 5526.5000000000009 2099.5000000000005 2.5000000000000004 3160.5000000000005 0.57650000000000012 3895.5000000000005
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=4 2 3 5 17 11 7 19 13 -4 15 14 -3 26 20 16 -11 -1 -19 -7 -2 -20 23 25 27 -23 -8 -25 29 -29
right_child=1 12 9 -5 -6 6 8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 21 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.031631962603103039 0.021414432305910808 -0.01039742343028785 0.03253579556081132 0.026083944419579438 -0.02526757329078419 -0.013827656557945114 0.012126928063076093 0.027461088107627686 0.029101949633048158 0.027309501313956326 0.030999165856316447 -0.048315243537516983 0.041030226107857365 -0.047700581303801393 -0.013625195718922983 -0.038180948535754856 -0.034621519618902884 0.034142262456331431 -0.019067054289249933 0.024374797817787393 -0.019371957261362097 0.0013435929034837368 -0.062016124271254004 0.0041760007932253864 -0.013607031932007956 -0.020900675858301312 -0.012210401810546043 0.050204690863174264 0.0378465804163024 -0.035930817079583968
leaf_weight=5.1150519438087931 8.6676206346601266 42.226313098799437 18.342214351519942 12.09518001321703 12.053966543171553 8.0358352810144442 9.5928611699491793 18.339228921569884 4.5321258548647156 4.9039803072810191 6.7722256551496676 2.4662444926798335 1.6994849178008724 2.2599984603002659 18.368001942522824 2.6589303687214851 2.3155289813876152 3.6837842781096688 14.508319737389682 4.1851506596431127 3.2906151777133337 25.048517599701881 1.3929820330813516 23.261316982563585 12.154880970716475 19.280902814120054 15.697762193158267 0.96230186102911774 10.500489545520393 2.913395079318434
leaf_count=59 68 444 2010 355 165 57 118 481 43 60 517 16 33 22 178 15 10 26 124 54 37 159 17 164 176 182 141 24 573 51
internal_value=0 0.00483147 0.00891178 0.00475389 -0.0061139 0.00205059 0.00707593 0.0161815 -0.00159754 0.0216887 0.00973961 -0.00754924 -0.00840769 -0.00664766 -0.00423399 -0.00483501 0.00744623 -0.00417084 -0.00293551 -0.000744995 0.010191 -0.00417695 -0.0019152 -0.00102572 0.00547848 -0.00833146 -0.00297913 0.0116421 0.0237225 -0.0145441
internal_weight=0 186.449 142.524 107.531 130.876 95.4354 62.643 30.5602 32.0827 34.9929 16.6507 32.7925 43.9258 27.5506 30.3262 9.87844 7.21951 118.822 113.707 12.221 11.9582 110.023 95.5148 94.1218 49.7924 44.3294 25.2906 37.6375 14.3762 3.8757
internal_count=6379 4659 4182 1570 1720 1215 916 592 324 2612 602 299 477 281 283 85 70 1555 1496 111 105 1470 1346 1329 988 341 259 812 648 75
is_linear=0
shrinkage=0.05


Tree=175
num_leaves=31
num_cat=0
split_feature=3 3 2 1 3 3 0 4 6 0 2 6 4 6 3 0 5 0 2 1 10 4 8 2 0 0 7 0 1 0
split_gain=3.68499 4.02879 3.02862 2.48015 1.94831 1.84161 1.97894 2.33387 1.98959 1.81421 2.06368 1.77275 1.72836 1.65969 1.6433 1.6182 2.41306 1.61234 2.09355 1.60649 1.58709 1.48213 2.04243 1.78899 2.34294 2.15632 1.41069 1.35786 3.10802 2.14677
threshold=609.50000000000011 2371.5000000000005 61.500000000000007 0.88650000000000018 1.0000000180025095e-35 1167.5000000000002 2073.5000000000005 0.50650000000000006 16546.500000000004 5778.5000000000009 84.500000000000014 28826.500000000004 1.0595000000000001 12763.500000000002 850.50000000000011 8426.5000000000018 3.5000000000000004 1067.5000000000002 27.500000000000004 0.47350000000000003 38.500000000000007 0.50150000000000017 5.5000000000000009 48.500000000000007 5526.5000000000009 2099.5000000000005 2.5000000000000004 3160.5000000000005 0.57650000000000012 3895.5000000000005
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=4 2 3 5 17 11 7 19 13 -4 15 14 -3 26 20 16 -11 -1 -19 -7 -2 -20 23 25 27 -23 -8 -25 29 -29
right_child=1 12 9 -5 -6 6 8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 21 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.031631962603103039 -0.021414432305910808 0.01039742343028785 -0.03253579556081132 -0.026083944419579438 0.02526757329078419 0.013827656557945114 -0.012126928063076093 -0.027461088107627686 -0.029101949633048158 -0.027309501313956326 -0.030999165856316447 0.048315243537516983 -0.041030226107857365 0.047700581303801393 0.013625195718922983 0.038180948535754856 0.034621519618902884 -0.034142262456331431 0.019067054289249933 -0.024374797817787393 0.019371957261362097 -0.0013435929034837368 0.062016124271254004 -0.0041760007932253864 0.013607031932007956 0.020900675858301312 0.012210401810546043 -0.050204690863174264 -0.0378465804163024 0.035930817079583968
leaf_weight=5.1150519438087931 8.6676206346601266 42.226313098799437 18.342214351519942 12.09518001321703 12.053966543171553 8.0358352810144442 9.5928611699491793 18.339228921569884 4.5321258548647156 4.9039803072810191 6.7722256551496676 2.4662444926798335 1.6994849178008724 2.2599984603002659 18.368001942522824 2.6589303687214851 2.3155289813876152 3.6837842781096688 14.508319737389682 4.1851506596431127 3.2906151777133337 25.048517599701881 1.3929820330813516 23.261316982563585 12.154880970716475 19.280902814120054 15.697762193158267 0.96230186102911774 10.500489545520393 2.913395079318434
leaf_count=59 68 444 2010 355 165 57 118 481 43 60 517 16 33 22 178 15 10 26 124 54 37 159 17 164 176 182 141 24 573 51
internal_value=0 -0.00483147 -0.00891178 -0.00475389 0.0061139 -0.00205059 -0.00707593 -0.0161815 0.00159754 -0.0216887 -0.00973961 0.00754924 0.00840769 0.00664766 0.00423399 0.00483501 -0.00744623 0.00417084 0.00293551 0.000744995 -0.010191 0.00417695 0.0019152 0.00102572 -0.00547848 0.00833146 0.00297913 -0.0116421 -0.0237225 0.0145441
internal_weight=0 186.449 142.524 107.531 130.876 95.4354 62.643 30.5602 32.0827 34.9929 16.6507 32.7925 43.9258 27.5506 30.3262 9.87844 7.21951 118.822 113.707 12.221 11.9582 110.023 95.5148 94.1218 49.7924 44.3294 25.2906 37.6375 14.3762 3.8757
internal_count=6379 4659 4182 1570 1720 1215 916 592 324 2612 602 299 477 281 283 85 70 1555 1496 111 105 1470 1346 1329 988 341 259 812 648 75
is_linear=0
shrinkage=0.05


Tree=176
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=177
num_leaves=31
num_cat=0
split_feature=8 0 8 3 3 6 7 5 0 4 10 4 4 10 2 0 4 10 0 0 0 6 6 3 5 2 4 0 0 10
split_gain=3.50317 3.18201 3.24439 3.02696 4.76674 2.4688 2.66049 2.10572 1.98772 3.35352 1.71379 1.60974 1.8685 1.85845 1.5284 2.25747 1.52382 1.51654 1.52642 2.63999 2.23803 3.06803 1.83535 1.70843 1.62705 2.8621 1.40455 2.64468 2.61552 1.92933
threshold=1.0000000180025095e-35 921.00000000000011 5.5000000000000009 969.50000000000011 2233.5000000000005 1488.5000000000002 2.5000000000000004 2.5000000000000004 3326.0000000000005 0.83350000000000002 28.500000000000004 0.57750000000000001 0.62950000000000006 42.500000000000007 59.500000000000007 1580.5000000000002 0.43250000000000005 17.500000000000004 3160.5000000000005 4382.5000000000009 2279.5000000000005 8580.5000000000018 2661.0000000000005 546.50000000000011 5.5000000000000009 48.500000000000007 0.54350000000000021 1426.5000000000002 1325.5000000000002 41.500000000000007
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=-1 -2 3 7 5 -5 16 8 -3 11 -8 -10 -13 -14 15 -12 -7 -9 20 -20 26 24 -21 -24 -22 -26 27 -19 -28 -29
right_child=1 2 -4 4 -6 6 10 17 9 -11 14 12 13 -15 -16 -17 -18 18 19 22 21 -23 23 -25 25 -27 28 29 -30 -31
leaf_value=0.031775941800293146 -0.033245539608027543 -0.032185264075480877 -0.048415660833322882 -0.047725021541992638 -0.0070327062600774289 -0.0081078915202787549 0.029738463302667169 0.025486830640443894 -0.03464283966844469 -0.032426044582207582 0.024343545450757537 0.088332842016571544 0.028126669118017977 -0.027777107580446332 0.018715658433399559 -0.0093935090906367875 0.02482754181262076 0.026334759680886635 0.035574036613944891 0.034307638411114803 -0.030611116101757103 0.016413179592596576 -0.021471161697174494 0.032101225816269396 -0.034276570450151735 0.03585308631726538 -0.027991264367808546 -0.028963547621706762 0.010684484831325324 0.0049046824085541008
leaf_weight=8.601932955440132 7.2770508229732505 11.776380565017464 3.3896653726696959 1.6858081389218558 47.717364144977182 3.8345505227334789 6.3057954329997292 5.0504743214696637 1.5080585787072802 6.8371381894685319 6.049214079976081 0.92901454446837117 5.5733041879720986 2.0274620214477181 10.292262828908859 27.499445298686624 41.742140540387481 4.1893009543418911 6.7222769223153618 2.6415903489105395 19.485500787384815 5.8803525716066352 8.7087489380501193 1.7948940871283401 3.0205443464219561 2.8067335141822696 4.9908314580097786 12.516784902662041 35.220922569744289 6.3322468101978293
leaf_count=256 77 151 35 27 605 49 210 35 26 92 135 21 152 33 746 258 1776 28 487 205 181 68 184 91 28 18 48 76 254 27
internal_value=0 -0.000580841 0.000220776 0.000783176 0.00591429 0.0122566 0.0133129 -0.0042479 -0.0164204 -0.00541872 0.00536614 0.0129769 0.0213961 0.0132146 0.00186058 -0.00331033 0.0220566 -0.00132602 -0.00251066 0.0100866 -0.00516069 -0.0161209 -0.00294722 -0.0123166 -0.0236788 -0.000498319 0.000244571 -0.00959916 0.00588429 -0.0175857
internal_weight=0 303.806 296.529 293.139 145.127 97.4092 95.7234 148.013 28.6514 16.875 50.1467 10.0378 8.52978 7.60077 43.8409 33.5487 45.5767 119.361 114.311 19.8675 94.4432 31.1931 13.1452 10.5036 25.3128 5.82728 63.2501 23.0383 40.2118 18.849
internal_count=6379 6123 6046 6011 3806 3201 3174 2205 475 324 1349 232 206 185 1139 393 1825 1730 1695 967 728 295 480 275 227 46 433 131 302 103
is_linear=0
shrinkage=0.05


Tree=178
num_leaves=31
num_cat=0
split_feature=8 0 8 3 3 6 7 5 0 4 10 4 4 10 2 0 4 10 0 0 0 6 6 3 5 2 4 0 0 10
split_gain=3.50317 3.18201 3.24439 3.02696 4.76674 2.4688 2.66049 2.10572 1.98772 3.35352 1.71379 1.60974 1.8685 1.85845 1.5284 2.25747 1.52382 1.51654 1.52642 2.63999 2.23803 3.06803 1.83535 1.70843 1.62705 2.8621 1.40455 2.64468 2.61552 1.92933
threshold=1.0000000180025095e-35 921.00000000000011 5.5000000000000009 969.50000000000011 2233.5000000000005 1488.5000000000002 2.5000000000000004 2.5000000000000004 3326.0000000000005 0.83350000000000002 28.500000000000004 0.57750000000000001 0.62950000000000006 42.500000000000007 59.500000000000007 1580.5000000000002 0.43250000000000005 17.500000000000004 3160.5000000000005 4382.5000000000009 2279.5000000000005 8580.5000000000018 2661.0000000000005 546.50000000000011 5.5000000000000009 48.500000000000007 0.54350000000000021 1426.5000000000002 1325.5000000000002 41.500000000000007
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=-1 -2 3 7 5 -5 16 8 -3 11 -8 -10 -13 -14 15 -12 -7 -9 20 -20 26 24 -21 -24 -22 -26 27 -19 -28 -29
right_child=1 2 -4 4 -6 6 10 17 9 -11 14 12 13 -15 -16 -17 -18 18 19 22 21 -23 23 -25 25 -27 28 29 -30 -31
leaf_value=-0.031775941800293146 0.033245539608027543 0.032185264075480877 0.048415660833322882 0.047725021541992638 0.0070327062600774289 0.0081078915202787549 -0.029738463302667169 -0.025486830640443894 0.03464283966844469 0.032426044582207582 -0.024343545450757537 -0.088332842016571544 -0.028126669118017977 0.027777107580446332 -0.018715658433399559 0.0093935090906367875 -0.02482754181262076 -0.026334759680886635 -0.035574036613944891 -0.034307638411114803 0.030611116101757103 -0.016413179592596576 0.021471161697174494 -0.032101225816269396 0.034276570450151735 -0.03585308631726538 0.027991264367808546 0.028963547621706762 -0.010684484831325324 -0.0049046824085541008
leaf_weight=8.601932955440132 7.2770508229732505 11.776380565017464 3.3896653726696959 1.6858081389218558 47.717364144977182 3.8345505227334789 6.3057954329997292 5.0504743214696637 1.5080585787072802 6.8371381894685319 6.049214079976081 0.92901454446837117 5.5733041879720986 2.0274620214477181 10.292262828908859 27.499445298686624 41.742140540387481 4.1893009543418911 6.7222769223153618 2.6415903489105395 19.485500787384815 5.8803525716066352 8.7087489380501193 1.7948940871283401 3.0205443464219561 2.8067335141822696 4.9908314580097786 12.516784902662041 35.220922569744289 6.3322468101978293
leaf_count=256 77 151 35 27 605 49 210 35 26 92 135 21 152 33 746 258 1776 28 487 205 181 68 184 91 28 18 48 76 254 27
internal_value=0 0.000580841 -0.000220776 -0.000783176 -0.00591429 -0.0122566 -0.0133129 0.0042479 0.0164204 0.00541872 -0.00536614 -0.0129769 -0.0213961 -0.0132146 -0.00186058 0.00331033 -0.0220566 0.00132602 0.00251066 -0.0100866 0.00516069 0.0161209 0.00294722 0.0123166 0.0236788 0.000498319 -0.000244571 0.00959916 -0.00588429 0.0175857
internal_weight=0 303.806 296.529 293.139 145.127 97.4092 95.7234 148.013 28.6514 16.875 50.1467 10.0378 8.52978 7.60077 43.8409 33.5487 45.5767 119.361 114.311 19.8675 94.4432 31.1931 13.1452 10.5036 25.3128 5.82728 63.2501 23.0383 40.2118 18.849
internal_count=6379 6123 6046 6011 3806 3201 3174 2205 475 324 1349 232 206 185 1139 393 1825 1730 1695 967 728 295 480 275 227 46 433 131 302 103
is_linear=0
shrinkage=0.05


Tree=179
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=180
num_leaves=31
num_cat=0
split_feature=4 7 10 8 2 0 0 4 0 10 0 2 5 7 10 10 4 0 0 6 0 4 1 5 1 1 4 1 10 4
split_gain=3.32827 3.02581 2.79236 2.55054 2.87004 3.39136 2.94691 5.60899 3.84297 2.82395 3.44399 3.70378 3.27009 2.5318 2.37323 2.26595 2.56351 4.19666 3.41614 2.52971 2.26054 2.22668 2.17283 2.03241 1.92221 1.90992 1.96123 1.88358 1.72713 1.67259
threshold=1.0645000000000002 1.5000000000000002 20.500000000000004 5.5000000000000009 87.500000000000014 7983.0000000000009 3326.0000000000005 0.95550000000000013 5778.5000000000009 20.500000000000004 2198.5000000000005 44.500000000000007 5.5000000000000009 1.0000000180025095e-35 35.500000000000007 44.500000000000007 0.61950000000000005 1325.5000000000002 1426.5000000000002 2448.5000000000005 2524.0000000000005 0.43250000000000005 0.8175 3.5000000000000004 0.39200000000000007 0.46250000000000008 0.50150000000000017 0.5375000000000002 38.500000000000007 0.53850000000000009
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=1 2 -1 4 5 6 9 8 25 -3 15 -12 14 -4 20 16 18 -18 21 -19 -13 -11 -9 -10 -2 -8 -27 29 -14 -15
right_child=24 3 13 -5 -6 -7 7 22 23 10 11 12 28 27 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.015787120326477774 -0.042138504847566337 0.027060431126494922 -0.041180013699332434 -0.048308611316852448 0.029948120220218311 -0.029223799513628704 -0.023011434277973336 -0.038646900374087134 0.005906726166730626 -0.018401076313637913 -0.032814520939124008 0.022358292523454743 0.037054478177900918 -0.017918191358690033 -0.023833194839699631 0.015179416260765542 -0.021225644371893736 -0.010938510991636889 -0.017271392249926059 0.0234346579093286 -0.019595478991648228 0.034237212429795841 0.029799092005342 -0.042591198128930439 0.034116068777665147 -0.0047214886496040383 0.037252607575504797 0.027159865552905112 -0.014926371720346877 0.017414106210802797
leaf_weight=8.3006667611189169 0.90253230929374595 6.6984519339166573 1.8464308585971583 3.0601138444617382 6.6792810582555822 11.966333907097576 1.7019981956109429 7.0522495750337821 8.2091644275933486 3.0205716397613269 20.514800615608692 7.0706171905621868 5.6028144233860067 5.3088651164434841 21.302317432593554 18.639722179621458 10.759022740647195 7.024870682507756 42.459260660223663 22.486674132756889 5.8816587165929377 5.9995105816051364 1.387647414114326 2.9317482188343993 9.8018742296844703 3.2015538970008519 21.284682484809309 24.547739275731146 2.2356411013752222 9.075750395189969
leaf_count=72 6 81 16 33 639 103 33 120 87 34 203 49 62 45 200 210 129 72 285 343 85 77 49 21 366 78 1659 1058 22 142
internal_value=0 -0.000692821 0.0106471 -0.00294454 -0.00237586 -0.00328518 -0.00190851 0.00941803 0.0177409 -0.00479342 -0.00602679 -0.0153944 -0.00690446 0.0160279 -0.013571 -0.000713899 -0.00394275 0.00550672 -0.0113348 0.0152525 0.00330699 0.0166101 -0.0273933 -0.00685558 0.0276867 0.0282046 0.0317645 0.0187411 0.0222288 0.00437417
internal_weight=0 296.25 49.0795 247.171 244.111 237.431 225.465 45.769 37.3291 179.696 172.997 62.6078 42.093 40.7788 34.2546 110.39 91.7499 40.2706 51.4793 29.5115 12.9523 9.02008 8.4399 11.1409 10.7044 26.1882 24.4862 38.9324 7.83846 14.3846
internal_count=6379 6007 1333 4674 4641 4002 3899 2047 1878 1852 1771 621 418 1261 334 1150 940 544 396 415 134 111 169 108 372 1770 1737 1245 84 187
is_linear=0
shrinkage=0.05


Tree=181
num_leaves=31
num_cat=0
split_feature=4 7 10 8 2 0 0 4 0 10 0 2 5 7 10 10 4 0 0 6 0 4 1 5 1 1 4 1 10 4
split_gain=3.32827 3.02581 2.79236 2.55054 2.87004 3.39136 2.94691 5.60899 3.84297 2.82395 3.44399 3.70378 3.27009 2.5318 2.37323 2.26595 2.56351 4.19666 3.41614 2.52971 2.26054 2.22668 2.17283 2.03241 1.92221 1.90992 1.96123 1.88358 1.72713 1.67259
threshold=1.0645000000000002 1.5000000000000002 20.500000000000004 5.5000000000000009 87.500000000000014 7983.0000000000009 3326.0000000000005 0.95550000000000013 5778.5000000000009 20.500000000000004 2198.5000000000005 44.500000000000007 5.5000000000000009 1.0000000180025095e-35 35.500000000000007 44.500000000000007 0.61950000000000005 1325.5000000000002 1426.5000000000002 2448.5000000000005 2524.0000000000005 0.43250000000000005 0.8175 3.5000000000000004 0.39200000000000007 0.46250000000000008 0.50150000000000017 0.5375000000000002 38.500000000000007 0.53850000000000009
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=1 2 -1 4 5 6 9 8 25 -3 15 -12 14 -4 20 16 18 -18 21 -19 -13 -11 -9 -10 -2 -8 -27 29 -14 -15
right_child=24 3 13 -5 -6 -7 7 22 23 10 11 12 28 27 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.015787120326477774 0.042138504847566337 -0.027060431126494922 0.041180013699332434 0.048308611316852448 -0.029948120220218311 0.029223799513628704 0.023011434277973336 0.038646900374087134 -0.005906726166730626 0.018401076313637913 0.032814520939124008 -0.022358292523454743 -0.037054478177900918 0.017918191358690033 0.023833194839699631 -0.015179416260765542 0.021225644371893736 0.010938510991636889 0.017271392249926059 -0.0234346579093286 0.019595478991648228 -0.034237212429795841 -0.029799092005342 0.042591198128930439 -0.034116068777665147 0.0047214886496040383 -0.037252607575504797 -0.027159865552905112 0.014926371720346877 -0.017414106210802797
leaf_weight=8.3006667611189169 0.90253230929374595 6.6984519339166573 1.8464308585971583 3.0601138444617382 6.6792810582555822 11.966333907097576 1.7019981956109429 7.0522495750337821 8.2091644275933486 3.0205716397613269 20.514800615608692 7.0706171905621868 5.6028144233860067 5.3088651164434841 21.302317432593554 18.639722179621458 10.759022740647195 7.024870682507756 42.459260660223663 22.486674132756889 5.8816587165929377 5.9995105816051364 1.387647414114326 2.9317482188343993 9.8018742296844703 3.2015538970008519 21.284682484809309 24.547739275731146 2.2356411013752222 9.075750395189969
leaf_count=72 6 81 16 33 639 103 33 120 87 34 203 49 62 45 200 210 129 72 285 343 85 77 49 21 366 78 1659 1058 22 142
internal_value=0 0.000692821 -0.0106471 0.00294454 0.00237586 0.00328518 0.00190851 -0.00941803 -0.0177409 0.00479342 0.00602679 0.0153944 0.00690446 -0.0160279 0.013571 0.000713899 0.00394275 -0.00550672 0.0113348 -0.0152525 -0.00330699 -0.0166101 0.0273933 0.00685558 -0.0276867 -0.0282046 -0.0317645 -0.0187411 -0.0222288 -0.00437417
internal_weight=0 296.25 49.0795 247.171 244.111 237.431 225.465 45.769 37.3291 179.696 172.997 62.6078 42.093 40.7788 34.2546 110.39 91.7499 40.2706 51.4793 29.5115 12.9523 9.02008 8.4399 11.1409 10.7044 26.1882 24.4862 38.9324 7.83846 14.3846
internal_count=6379 6007 1333 4674 4641 4002 3899 2047 1878 1852 1771 621 418 1261 334 1150 940 544 396 415 134 111 169 108 372 1770 1737 1245 84 187
is_linear=0
shrinkage=0.05


Tree=182
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=183
num_leaves=31
num_cat=0
split_feature=8 8 0 2 0 2 7 10 10 5 10 8 0 0 1 0 4 2 0 4 0 4 0 6 2 1 3 6 6 4
split_gain=3.11444 2.32065 2.24614 2.21931 2.2299 1.82722 1.81052 2.45367 2.85229 2.0548 1.98537 1.96955 1.81251 2.89909 1.90326 1.77798 1.65974 1.63564 1.57743 1.54308 1.52157 1.68138 2.82808 2.25826 2.01642 1.60602 1.53498 1.48346 2.14726 2.69687
threshold=2.5000000000000004 5.5000000000000009 1067.5000000000002 60.500000000000007 2118.5000000000005 44.500000000000007 1.5000000000000002 20.500000000000004 44.500000000000007 2.5000000000000004 23.500000000000004 3.5000000000000004 5778.5000000000009 3251.5000000000005 1.0425000000000002 4923.5000000000009 0.51050000000000006 30.500000000000004 4738.5000000000009 1.0015000000000003 921.00000000000011 0.63850000000000018 1325.5000000000002 5917.0000000000009 36.500000000000007 0.58950000000000002 1746.5000000000002 2448.5000000000005 2661.0000000000005 0.56450000000000011
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 2 -2 4 20 -6 7 -4 16 11 -11 -8 13 14 17 -5 -9 -12 -7 -15 -1 22 -22 -24 25 -23 -25 -19 -29 -30
right_child=1 -3 6 15 5 18 9 8 -10 10 12 -13 -14 19 -16 -17 -18 27 -20 -21 21 24 23 26 -26 -27 -28 28 29 -31
leaf_value=-0.030887045629341883 -0.028594537921690713 -0.047046122033043362 -0.020845005398014774 0.033895267983835055 -0.021826483692415008 0.0052376097799127219 -0.0087474110808326982 -0.0097069317219858828 -0.011987454452078007 0.02208974470379815 0.016926021480141849 -0.040363883586266427 -0.032698001272851128 0.027998366770277883 0.040460558518822798 0.0089574336852069961 0.03670000703903474 -0.019182963109385359 -0.030805796958380434 -0.01748445359184379 0.042685048928751509 -0.011962636173510215 0.010695385706808481 -0.034248367362325567 0.041723252709323838 0.028102141926465037 0.011126051612820971 0.031208767329243395 -0.022614357666982825 0.00085815162491953206
leaf_weight=2.1594890244305125 8.2325418405234796 3.0533602572977534 5.0460050664842155 11.329485666472467 12.503423775546251 25.852114019915465 19.549948720727119 2.2748162788338986 5.7060568807646623 8.4769707634113711 7.2107720901258281 6.5850030230358234 4.9154018266126505 10.968763073440639 2.2682676911354056 19.3628143616952 12.590250788722186 21.557428096421063 3.439414480701088 2.2467787386849514 3.9730490539222982 4.8992447559721786 12.54376813862473 6.7774897292256338 8.3923056330531818 5.1103864945471287 2.5709298560395837 4.0590409385040394 17.74392362870276 39.430829235818237
leaf_count=24 80 35 44 1424 111 269 352 30 89 120 85 81 91 757 64 693 493 186 30 58 56 61 125 58 190 164 27 35 116 431
internal_value=0 -0.0038236 -0.00308575 0.00658204 0.00255311 -0.00582502 -0.00185501 0.0103991 0.0180632 -0.00401975 -0.00122906 -0.0167135 -0.00301955 -0.00163661 -0.00477361 0.0181628 0.0295983 -0.00591362 0.00100539 0.0202658 0.0100954 0.0120946 0.00387534 -0.00316794 0.0236475 0.00849231 -0.0217698 -0.00790286 -0.00393169 -0.00642643
internal_weight=0 181.916 178.863 118.914 88.2216 41.795 170.63 25.6171 20.5711 145.013 118.878 26.135 110.401 105.486 92.2703 30.6923 14.8651 90.002 29.2915 13.2155 46.4267 44.2672 25.8652 21.8922 18.4019 10.0096 9.34842 82.7912 61.2338 57.1748
internal_count=6379 3147 3112 3232 1115 410 3032 656 612 2376 1943 433 1823 1732 917 2117 523 853 299 815 705 681 266 210 415 225 85 768 582 547
is_linear=0
shrinkage=0.05


Tree=184
num_leaves=31
num_cat=0
split_feature=8 8 0 2 0 2 7 10 10 5 10 8 0 0 1 0 4 2 0 4 0 4 0 6 2 1 3 6 6 4
split_gain=3.11444 2.32065 2.24614 2.21931 2.2299 1.82722 1.81052 2.45367 2.85229 2.0548 1.98537 1.96955 1.81251 2.89909 1.90326 1.77798 1.65974 1.63564 1.57743 1.54308 1.52157 1.68138 2.82808 2.25826 2.01642 1.60602 1.53498 1.48346 2.14726 2.69687
threshold=2.5000000000000004 5.5000000000000009 1067.5000000000002 60.500000000000007 2118.5000000000005 44.500000000000007 1.5000000000000002 20.500000000000004 44.500000000000007 2.5000000000000004 23.500000000000004 3.5000000000000004 5778.5000000000009 3251.5000000000005 1.0425000000000002 4923.5000000000009 0.51050000000000006 30.500000000000004 4738.5000000000009 1.0015000000000003 921.00000000000011 0.63850000000000018 1325.5000000000002 5917.0000000000009 36.500000000000007 0.58950000000000002 1746.5000000000002 2448.5000000000005 2661.0000000000005 0.56450000000000011
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 2 -2 4 20 -6 7 -4 16 11 -11 -8 13 14 17 -5 -9 -12 -7 -15 -1 22 -22 -24 25 -23 -25 -19 -29 -30
right_child=1 -3 6 15 5 18 9 8 -10 10 12 -13 -14 19 -16 -17 -18 27 -20 -21 21 24 23 26 -26 -27 -28 28 29 -31
leaf_value=0.030887045629341883 0.028594537921690713 0.047046122033043362 0.020845005398014774 -0.033895267983835055 0.021826483692415008 -0.0052376097799127219 0.0087474110808326982 0.0097069317219858828 0.011987454452078007 -0.02208974470379815 -0.016926021480141849 0.040363883586266427 0.032698001272851128 -0.027998366770277883 -0.040460558518822798 -0.0089574336852069961 -0.03670000703903474 0.019182963109385359 0.030805796958380434 0.01748445359184379 -0.042685048928751509 0.011962636173510215 -0.010695385706808481 0.034248367362325567 -0.041723252709323838 -0.028102141926465037 -0.011126051612820971 -0.031208767329243395 0.022614357666982825 -0.00085815162491953206
leaf_weight=2.1594890244305125 8.2325418405234796 3.0533602572977534 5.0460050664842155 11.329485666472467 12.503423775546251 25.852114019915465 19.549948720727119 2.2748162788338986 5.7060568807646623 8.4769707634113711 7.2107720901258281 6.5850030230358234 4.9154018266126505 10.968763073440639 2.2682676911354056 19.3628143616952 12.590250788722186 21.557428096421063 3.439414480701088 2.2467787386849514 3.9730490539222982 4.8992447559721786 12.54376813862473 6.7774897292256338 8.3923056330531818 5.1103864945471287 2.5709298560395837 4.0590409385040394 17.74392362870276 39.430829235818237
leaf_count=24 80 35 44 1424 111 269 352 30 89 120 85 81 91 757 64 693 493 186 30 58 56 61 125 58 190 164 27 35 116 431
internal_value=0 0.0038236 0.00308575 -0.00658204 -0.00255311 0.00582502 0.00185501 -0.0103991 -0.0180632 0.00401975 0.00122906 0.0167135 0.00301955 0.00163661 0.00477361 -0.0181628 -0.0295983 0.00591362 -0.00100539 -0.0202658 -0.0100954 -0.0120946 -0.00387534 0.00316794 -0.0236475 -0.00849231 0.0217698 0.00790286 0.00393169 0.00642643
internal_weight=0 181.916 178.863 118.914 88.2216 41.795 170.63 25.6171 20.5711 145.013 118.878 26.135 110.401 105.486 92.2703 30.6923 14.8651 90.002 29.2915 13.2155 46.4267 44.2672 25.8652 21.8922 18.4019 10.0096 9.34842 82.7912 61.2338 57.1748
internal_count=6379 3147 3112 3232 1115 410 3032 656 612 2376 1943 433 1823 1732 917 2117 523 853 299 815 705 681 266 210 415 225 85 768 582 547
is_linear=0
shrinkage=0.05


Tree=185
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=186
num_leaves=31
num_cat=0
split_feature=4 4 0 0 10 0 0 0 5 0 4 2 5 2 2 0 1 2 8 4 6 4 0 4 1 8 3 3 0 0
split_gain=2.98799 2.68373 6.53687 3.35389 2.88084 2.82835 2.26703 4.22807 2.2069 2.19029 3.22348 1.91685 1.90867 3.03771 1.8922 1.89031 1.87621 1.80238 1.91147 1.78101 1.78082 3.11697 2.19268 1.75711 1.73368 1.6486 1.63412 1.59577 1.57076 1.56302
threshold=1.0595000000000001 0.83350000000000002 2908.0000000000005 1732.0000000000002 31.500000000000004 5778.5000000000009 2370.0000000000005 1325.5000000000002 3.5000000000000004 1148.0000000000002 0.53850000000000009 68.500000000000014 4.5000000000000009 29.500000000000004 74.500000000000014 5526.5000000000009 0.71300000000000008 40.500000000000007 4.5000000000000009 0.71650000000000003 6528.0000000000009 0.62450000000000017 2398.5000000000005 0.64050000000000018 0.39200000000000007 2.5000000000000004 609.50000000000011 1600.5000000000002 998.00000000000011 4738.5000000000009
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=1 2 3 9 25 -4 7 -3 11 16 12 -7 13 -11 29 -16 19 -6 20 28 22 27 -19 -24 -2 -5 -17 -22 -1 -8
right_child=24 6 5 4 17 8 14 -9 -10 10 -12 -13 -14 -15 15 26 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.031709585952468394 -0.04157523377728517 -0.02506344216884443 0.028204919955460574 0.018571689184623635 -0.024636782552390699 -0.02305828339353843 -0.013988623937312103 0.020562013026002225 -0.025781526698172352 0.038207698453479273 0.030787072588867665 0.021261217909202379 0.022559527467783575 -0.016656518150553495 0.034927344587219585 -0.039216692578267272 0.017658429550272237 -0.0044777531608892578 -0.042772374240012755 -0.067123963056468824 -0.031367402814088556 0.025942415846225825 0.0045791019979439518 -0.046413863177265535 0.032914972611237457 -0.0038188521492166271 0.0049820193596991462 0.012514805742947277 0.021618007788901016 -0.036509464629692318
leaf_weight=3.6931839473545534 0.85157487168908019 7.9424214418977526 28.7229290434625 12.85852334788069 23.048110517673194 3.005924645811322 24.14711903501302 14.077989749610422 4.7912931237369767 3.0551674813032212 15.89432108402252 12.951907650567589 7.8540439484640947 14.482615070417522 3.151834695134311 3.1448322189971787 3.7362563628703356 23.198922547977418 3.6786259748041621 1.9282294455915687 5.5066713932901639 9.9651308404281718 2.257199000567196 6.7150713494047523 9.4392686276696605 22.794602641835809 6.2421234329231083 3.3212721552699804 2.2054398180916905 11.314248329959808
leaf_count=45 6 87 2200 119 205 17 465 248 103 25 366 504 93 109 345 39 31 183 27 19 36 95 18 66 382 189 163 18 25 151
internal_value=0 -0.000672348 0.00208898 -0.00266041 -0.00751058 0.0180438 -0.00917732 0.00410562 0.00397776 0.0077416 0.0131285 0.0129129 0.00207486 -0.0070989 -0.015271 0.00142388 -0.0114922 -0.0129106 -0.00796452 -0.0254077 -0.00545207 0.00677668 -0.0125956 -0.0335853 0.0267509 0.00425644 -0.0098255 -0.0148579 -0.0117709 -0.0211741
internal_weight=0 285.686 215.665 166.193 113.344 49.4721 70.0206 22.0204 20.7491 52.8493 41.2861 15.9578 25.3918 17.5378 48.0002 12.5388 11.5631 77.691 54.6429 7.82685 50.9643 18.7931 32.1712 8.97227 10.2908 35.6531 9.38696 8.82794 5.89862 35.4614
internal_count=6379 5991 4493 1669 956 2824 1498 335 624 713 593 521 227 134 1163 547 120 648 443 89 416 149 267 84 388 308 202 54 70 616
is_linear=0
shrinkage=0.05


Tree=187
num_leaves=31
num_cat=0
split_feature=4 4 0 0 10 0 0 0 5 0 4 2 5 2 2 0 1 2 8 4 6 4 0 4 1 8 3 3 0 0
split_gain=2.98799 2.68373 6.53687 3.35389 2.88084 2.82835 2.26703 4.22807 2.2069 2.19029 3.22348 1.91685 1.90867 3.03771 1.8922 1.89031 1.87621 1.80238 1.91147 1.78101 1.78082 3.11697 2.19268 1.75711 1.73368 1.6486 1.63412 1.59577 1.57076 1.56302
threshold=1.0595000000000001 0.83350000000000002 2908.0000000000005 1732.0000000000002 31.500000000000004 5778.5000000000009 2370.0000000000005 1325.5000000000002 3.5000000000000004 1148.0000000000002 0.53850000000000009 68.500000000000014 4.5000000000000009 29.500000000000004 74.500000000000014 5526.5000000000009 0.71300000000000008 40.500000000000007 4.5000000000000009 0.71650000000000003 6528.0000000000009 0.62450000000000017 2398.5000000000005 0.64050000000000018 0.39200000000000007 2.5000000000000004 609.50000000000011 1600.5000000000002 998.00000000000011 4738.5000000000009
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=1 2 3 9 25 -4 7 -3 11 16 12 -7 13 -11 29 -16 19 -6 20 28 22 27 -19 -24 -2 -5 -17 -22 -1 -8
right_child=24 6 5 4 17 8 14 -9 -10 10 -12 -13 -14 -15 15 26 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.031709585952468394 0.04157523377728517 0.02506344216884443 -0.028204919955460574 -0.018571689184623635 0.024636782552390699 0.02305828339353843 0.013988623937312103 -0.020562013026002225 0.025781526698172352 -0.038207698453479273 -0.030787072588867665 -0.021261217909202379 -0.022559527467783575 0.016656518150553495 -0.034927344587219585 0.039216692578267272 -0.017658429550272237 0.0044777531608892578 0.042772374240012755 0.067123963056468824 0.031367402814088556 -0.025942415846225825 -0.0045791019979439518 0.046413863177265535 -0.032914972611237457 0.0038188521492166271 -0.0049820193596991462 -0.012514805742947277 -0.021618007788901016 0.036509464629692318
leaf_weight=3.6931839473545534 0.85157487168908019 7.9424214418977526 28.7229290434625 12.85852334788069 23.048110517673194 3.005924645811322 24.14711903501302 14.077989749610422 4.7912931237369767 3.0551674813032212 15.89432108402252 12.951907650567589 7.8540439484640947 14.482615070417522 3.151834695134311 3.1448322189971787 3.7362563628703356 23.198922547977418 3.6786259748041621 1.9282294455915687 5.5066713932901639 9.9651308404281718 2.257199000567196 6.7150713494047523 9.4392686276696605 22.794602641835809 6.2421234329231083 3.3212721552699804 2.2054398180916905 11.314248329959808
leaf_count=45 6 87 2200 119 205 17 465 248 103 25 366 504 93 109 345 39 31 183 27 19 36 95 18 66 382 189 163 18 25 151
internal_value=0 0.000672348 -0.00208898 0.00266041 0.00751058 -0.0180438 0.00917732 -0.00410562 -0.00397776 -0.0077416 -0.0131285 -0.0129129 -0.00207486 0.0070989 0.015271 -0.00142388 0.0114922 0.0129106 0.00796452 0.0254077 0.00545207 -0.00677668 0.0125956 0.0335853 -0.0267509 -0.00425644 0.0098255 0.0148579 0.0117709 0.0211741
internal_weight=0 285.686 215.665 166.193 113.344 49.4721 70.0206 22.0204 20.7491 52.8493 41.2861 15.9578 25.3918 17.5378 48.0002 12.5388 11.5631 77.691 54.6429 7.82685 50.9643 18.7931 32.1712 8.97227 10.2908 35.6531 9.38696 8.82794 5.89862 35.4614
internal_count=6379 5991 4493 1669 956 2824 1498 335 624 713 593 521 227 134 1163 547 120 648 443 89 416 149 267 84 388 308 202 54 70 616
is_linear=0
shrinkage=0.05


Tree=188
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=189
num_leaves=31
num_cat=0
split_feature=8 3 3 6 7 5 3 4 0 0 10 4 3 2 4 0 0 6 0 0 4 2 4 3 4 5 0 1 10 1
split_gain=2.81801 2.61891 4.05002 2.21673 2.25199 1.96333 1.91194 1.40474 3.4039 1.77092 1.94298 1.70406 1.38168 1.44729 1.47699 1.64601 1.383 1.85093 1.42232 1.37932 1.36932 1.30684 1.28844 1.28507 1.28384 1.27066 1.74676 1.26616 1.20847 1.88348
threshold=1.0000000180025095e-35 969.50000000000011 2233.5000000000005 1488.5000000000002 2.5000000000000004 5.5000000000000009 950.50000000000011 0.83050000000000013 2908.0000000000005 1873.5000000000002 21.500000000000004 1.0875000000000001 1965.5000000000002 52.500000000000007 0.9405 4499.0000000000009 2030.5000000000002 10605.000000000002 1605.5000000000002 4382.5000000000009 0.43250000000000005 44.500000000000007 0.51450000000000007 2088.5000000000005 0.50150000000000017 3.5000000000000004 2509.5000000000005 0.49050000000000005 37.500000000000007 0.45600000000000007
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=-1 5 3 -3 20 6 7 8 9 21 -11 25 13 16 22 -16 17 -6 -19 -10 -5 -2 -15 -14 -21 -9 -27 -4 29 -7
right_child=1 2 27 4 12 28 -8 11 19 10 -12 -13 23 14 15 -17 -18 18 -20 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.030127804365971012 -0.0040252488073995096 -0.043819657302350989 -0.02195198321209766 -0.0077651611185895891 0.018403100240605708 0.048059176964556992 -0.061530070965031616 -0.029512443283571888 0.034042353370270804 0.013558858782870784 -0.020176935295136623 0.027576793067232271 0.042070424806011267 -0.019970295685202699 0.034257995056513141 -0.040454957518504288 -0.018248029157670497 0.0092571344591425488 -0.045262772846851082 -0.031577461902738982 0.022702100962250532 0.02719701766759542 0.029789431992239962 0.0019272949338854741 0.011773890712164852 0.017049549821003072 -0.022964386807017002 -0.0029340470304418209 -0.0066793441750417808 0.0064423025304571101
leaf_weight=7.6938903620466581 25.780748517252508 1.8500242475420225 11.651816774625329 4.0753642595373085 8.6919786832295376 3.6311584031209376 1.6372458525001992 15.286860913038259 6.0952095834072706 4.8566958531737319 35.211363980546594 2.0182685935869804 4.2061778022907665 1.5211312035098661 1.1035223174840205 2.2207044465467334 12.937977205030618 2.2114323903806499 2.605934040620923 1.9990397011861194 38.789686197414994 3.8522385824471703 8.9861044310964626 3.7900255429558456 11.723492950666694 4.4426715914159995 7.064207324758172 35.164396703708917 8.7087933560833317 10.819291113875805
leaf_count=256 207 28 84 51 168 25 25 237 331 23 326 49 127 36 78 37 85 48 26 25 1780 24 655 103 440 49 161 534 136 225
internal_value=0 -0.000540817 0.00432646 0.0103648 0.0114646 -0.00529515 -0.00786813 -0.00712565 -0.00403501 -0.00923387 -0.0160878 -0.0167283 0.00405854 0.00028963 0.0133955 -0.015653 -0.0065645 0.00462488 -0.0202352 0.0142499 0.0198054 3.35934e-05 0.0225857 0.0230435 0.00545865 -0.0200656 -0.00751547 -0.00766731 0.00803319 0.0168999
internal_weight=0 282.934 139.806 92.9901 91.14 143.127 119.968 118.331 89.5188 69.701 40.0681 28.812 48.275 40.2788 13.8315 3.32423 26.4473 13.5093 4.81737 19.8177 42.8651 29.633 10.5072 7.9962 13.7225 26.7937 11.5069 46.8162 23.1592 14.4504
internal_count=6379 6123 3840 3222 3194 2283 1897 1872 1376 580 349 496 1363 1133 806 115 327 242 74 796 1831 231 691 230 465 447 210 618 386 250
is_linear=0
shrinkage=0.05


Tree=190
num_leaves=31
num_cat=0
split_feature=8 3 3 6 7 5 3 4 0 0 10 4 3 2 4 0 0 6 0 0 4 2 4 3 4 5 0 1 10 1
split_gain=2.81801 2.61891 4.05002 2.21673 2.25199 1.96333 1.91194 1.40474 3.4039 1.77092 1.94298 1.70406 1.38168 1.44729 1.47699 1.64601 1.383 1.85093 1.42232 1.37932 1.36932 1.30684 1.28844 1.28507 1.28384 1.27066 1.74676 1.26616 1.20847 1.88348
threshold=1.0000000180025095e-35 969.50000000000011 2233.5000000000005 1488.5000000000002 2.5000000000000004 5.5000000000000009 950.50000000000011 0.83050000000000013 2908.0000000000005 1873.5000000000002 21.500000000000004 1.0875000000000001 1965.5000000000002 52.500000000000007 0.9405 4499.0000000000009 2030.5000000000002 10605.000000000002 1605.5000000000002 4382.5000000000009 0.43250000000000005 44.500000000000007 0.51450000000000007 2088.5000000000005 0.50150000000000017 3.5000000000000004 2509.5000000000005 0.49050000000000005 37.500000000000007 0.45600000000000007
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=-1 5 3 -3 20 6 7 8 9 21 -11 25 13 16 22 -16 17 -6 -19 -10 -5 -2 -15 -14 -21 -9 -27 -4 29 -7
right_child=1 2 27 4 12 28 -8 11 19 10 -12 -13 23 14 15 -17 -18 18 -20 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.030127804365971012 0.0040252488073995096 0.043819657302350989 0.02195198321209766 0.0077651611185895891 -0.018403100240605708 -0.048059176964556992 0.061530070965031616 0.029512443283571888 -0.034042353370270804 -0.013558858782870784 0.020176935295136623 -0.027576793067232271 -0.042070424806011267 0.019970295685202699 -0.034257995056513141 0.040454957518504288 0.018248029157670497 -0.0092571344591425488 0.045262772846851082 0.031577461902738982 -0.022702100962250532 -0.02719701766759542 -0.029789431992239962 -0.0019272949338854741 -0.011773890712164852 -0.017049549821003072 0.022964386807017002 0.0029340470304418209 0.0066793441750417808 -0.0064423025304571101
leaf_weight=7.6938903620466581 25.780748517252508 1.8500242475420225 11.651816774625329 4.0753642595373085 8.6919786832295376 3.6311584031209376 1.6372458525001992 15.286860913038259 6.0952095834072706 4.8566958531737319 35.211363980546594 2.0182685935869804 4.2061778022907665 1.5211312035098661 1.1035223174840205 2.2207044465467334 12.937977205030618 2.2114323903806499 2.605934040620923 1.9990397011861194 38.789686197414994 3.8522385824471703 8.9861044310964626 3.7900255429558456 11.723492950666694 4.4426715914159995 7.064207324758172 35.164396703708917 8.7087933560833317 10.819291113875805
leaf_count=256 207 28 84 51 168 25 25 237 331 23 326 49 127 36 78 37 85 48 26 25 1780 24 655 103 440 49 161 534 136 225
internal_value=0 0.000540817 -0.00432646 -0.0103648 -0.0114646 0.00529515 0.00786813 0.00712565 0.00403501 0.00923387 0.0160878 0.0167283 -0.00405854 -0.00028963 -0.0133955 0.015653 0.0065645 -0.00462488 0.0202352 -0.0142499 -0.0198054 -3.35934e-05 -0.0225857 -0.0230435 -0.00545865 0.0200656 0.00751547 0.00766731 -0.00803319 -0.0168999
internal_weight=0 282.934 139.806 92.9901 91.14 143.127 119.968 118.331 89.5188 69.701 40.0681 28.812 48.275 40.2788 13.8315 3.32423 26.4473 13.5093 4.81737 19.8177 42.8651 29.633 10.5072 7.9962 13.7225 26.7937 11.5069 46.8162 23.1592 14.4504
internal_count=6379 6123 3840 3222 3194 2283 1897 1872 1376 580 349 496 1363 1133 806 115 327 242 74 796 1831 231 691 230 465 447 210 618 386 250
is_linear=0
shrinkage=0.05


Tree=191
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=192
num_leaves=31
num_cat=0
split_feature=4 0 7 10 10 0 10 2 4 0 0 4 6 1 10 8 5 6 4 4 3 1 1 4 1 4 1 5 5 0
split_gain=2.68157 2.49313 2.65722 2.28827 2.36587 2.10421 2.65769 3.17106 3.18837 3.814 2.90564 3.31953 2.64403 2.4992 2.37793 2.93201 2.30434 2.05834 2.20495 2.01001 2.50971 1.77047 1.72861 2.27695 1.65039 2.81129 1.62428 1.584 1.43961 1.69952
threshold=1.0645000000000002 921.00000000000011 1.5000000000000002 20.500000000000004 44.500000000000007 1551.5000000000002 20.500000000000004 48.500000000000007 0.95550000000000013 4499.0000000000009 2279.5000000000005 0.6625000000000002 15994.500000000002 0.74800000000000011 44.500000000000007 2.5000000000000004 3.5000000000000004 34506.000000000007 0.50150000000000017 0.68350000000000011 969.50000000000011 0.93150000000000011 0.61450000000000016 0.76250000000000007 0.43050000000000005 0.60250000000000015 0.39200000000000007 3.5000000000000004 5.5000000000000009 3326.0000000000005
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=1 -1 3 -3 -5 14 -7 10 17 -10 11 13 -12 -8 15 -4 -13 18 -9 24 28 -22 23 -17 -20 -26 -2 -6 29 -21
right_child=26 2 5 4 27 6 7 8 9 -11 12 16 -14 -15 -16 22 -18 -19 19 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.031926210533707207 -0.040718694737658906 -0.013405343792535017 0.023437321229732088 0.024210962135456142 -0.029702553544737088 0.026499868593046889 -0.018893300328985781 -0.01630221814172533 0.02279864985885038 -0.037007128323675836 -0.031969576529963267 -0.0088220201362582251 0.027882054894277808 0.022575273486092347 0.04072605182283387 -0.0083572170599412621 0.026000342584299271 -0.023702079836470852 0.062553585740021511 -0.02544215807480938 0.020077912290727879 -0.013016025693890688 0.015291337034730984 -0.062643648972315655 -0.004858635714067314 0.03108049110052713 0.033250047213712858 0.011865046725260273 0.027258432716203602 0.001973541005699049
leaf_weight=6.2171311583369961 0.81375096924602885 7.7067696419544509 10.848799997009342 26.774631236447021 3.8226192980073375 6.9030260960571459 35.702338275499642 9.842327014077453 3.5868892634753129 10.381734486203639 22.185001874342564 8.5106774922460335 2.0126459989696732 4.0449533360078922 5.2550073037855318 7.5343808494508249 10.75390863092616 6.2650171737186602 2.1377983307465938 11.621004603803163 21.746719731250781 4.9638951928354791 4.3888129070401183 2.5974823487922549 9.116661869920792 13.497690616641192 8.437685357173903 5.7231843755580485 2.5882412479259065 11.006999710574744
leaf_count=75 6 70 166 1070 68 148 281 128 130 137 240 72 16 33 101 71 159 143 20 100 1015 117 74 22 330 570 366 113 112 426
internal_value=0 -0.000619911 9.69276e-05 0.0113405 0.0165913 -0.00207908 -0.0039757 -0.00508313 0.000620195 -0.0216501 -0.0124003 -0.00641727 -0.0269914 -0.0146732 0.0101132 0.00377207 0.0106166 0.0039729 0.00597685 0.00883653 0.00324744 0.0139277 -0.0109204 -0.0222745 0.0205617 0.0165921 0.0267438 -0.00478071 -0.0080658 -0.0121063
internal_weight=0 277.736 271.519 44.0272 36.3204 227.492 196.868 189.965 106.755 13.9686 83.2095 59.0119 24.1976 39.7473 30.6245 25.3695 19.2646 92.7864 86.5213 76.679 51.9269 26.7106 14.5207 10.1319 24.7522 22.6144 9.25144 9.5458 25.2162 22.628
internal_count=6379 6007 5932 1321 1251 4611 4177 4029 3228 267 801 545 256 314 434 333 231 2961 2818 2690 1770 1132 167 93 920 900 372 181 638 526
is_linear=0
shrinkage=0.05


Tree=193
num_leaves=31
num_cat=0
split_feature=4 0 7 10 10 0 10 2 4 0 0 4 6 1 10 8 5 6 4 4 3 1 1 4 1 4 1 5 5 0
split_gain=2.68157 2.49313 2.65722 2.28827 2.36587 2.10421 2.65769 3.17106 3.18837 3.814 2.90564 3.31953 2.64403 2.4992 2.37793 2.93201 2.30434 2.05834 2.20495 2.01001 2.50971 1.77047 1.72861 2.27695 1.65039 2.81129 1.62428 1.584 1.43961 1.69952
threshold=1.0645000000000002 921.00000000000011 1.5000000000000002 20.500000000000004 44.500000000000007 1551.5000000000002 20.500000000000004 48.500000000000007 0.95550000000000013 4499.0000000000009 2279.5000000000005 0.6625000000000002 15994.500000000002 0.74800000000000011 44.500000000000007 2.5000000000000004 3.5000000000000004 34506.000000000007 0.50150000000000017 0.68350000000000011 969.50000000000011 0.93150000000000011 0.61450000000000016 0.76250000000000007 0.43050000000000005 0.60250000000000015 0.39200000000000007 3.5000000000000004 5.5000000000000009 3326.0000000000005
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=1 -1 3 -3 -5 14 -7 10 17 -10 11 13 -12 -8 15 -4 -13 18 -9 24 28 -22 23 -17 -20 -26 -2 -6 29 -21
right_child=26 2 5 4 27 6 7 8 9 -11 12 16 -14 -15 -16 22 -18 -19 19 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.031926210533707207 0.040718694737658906 0.013405343792535017 -0.023437321229732088 -0.024210962135456142 0.029702553544737088 -0.026499868593046889 0.018893300328985781 0.01630221814172533 -0.02279864985885038 0.037007128323675836 0.031969576529963267 0.0088220201362582251 -0.027882054894277808 -0.022575273486092347 -0.04072605182283387 0.0083572170599412621 -0.026000342584299271 0.023702079836470852 -0.062553585740021511 0.02544215807480938 -0.020077912290727879 0.013016025693890688 -0.015291337034730984 0.062643648972315655 0.004858635714067314 -0.03108049110052713 -0.033250047213712858 -0.011865046725260273 -0.027258432716203602 -0.001973541005699049
leaf_weight=6.2171311583369961 0.81375096924602885 7.7067696419544509 10.848799997009342 26.774631236447021 3.8226192980073375 6.9030260960571459 35.702338275499642 9.842327014077453 3.5868892634753129 10.381734486203639 22.185001874342564 8.5106774922460335 2.0126459989696732 4.0449533360078922 5.2550073037855318 7.5343808494508249 10.75390863092616 6.2650171737186602 2.1377983307465938 11.621004603803163 21.746719731250781 4.9638951928354791 4.3888129070401183 2.5974823487922549 9.116661869920792 13.497690616641192 8.437685357173903 5.7231843755580485 2.5882412479259065 11.006999710574744
leaf_count=75 6 70 166 1070 68 148 281 128 130 137 240 72 16 33 101 71 159 143 20 100 1015 117 74 22 330 570 366 113 112 426
internal_value=0 0.000619911 -9.69276e-05 -0.0113405 -0.0165913 0.00207908 0.0039757 0.00508313 -0.000620195 0.0216501 0.0124003 0.00641727 0.0269914 0.0146732 -0.0101132 -0.00377207 -0.0106166 -0.0039729 -0.00597685 -0.00883653 -0.00324744 -0.0139277 0.0109204 0.0222745 -0.0205617 -0.0165921 -0.0267438 0.00478071 0.0080658 0.0121063
internal_weight=0 277.736 271.519 44.0272 36.3204 227.492 196.868 189.965 106.755 13.9686 83.2095 59.0119 24.1976 39.7473 30.6245 25.3695 19.2646 92.7864 86.5213 76.679 51.9269 26.7106 14.5207 10.1319 24.7522 22.6144 9.25144 9.5458 25.2162 22.628
internal_count=6379 6007 5932 1321 1251 4611 4177 4029 3228 267 801 545 256 314 434 333 231 2961 2818 2690 1770 1132 167 93 920 900 372 181 638 526
is_linear=0
shrinkage=0.05


Tree=194
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=195
num_leaves=31
num_cat=0
split_feature=4 0 8 7 2 0 2 1 7 10 5 0 10 2 0 4 2 10 8 4 0 0 6 1 1 1 1 4 0 10
split_gain=2.47147 2.28698 2.39748 2.6716 2.28219 3.03317 2.02828 1.98946 1.9312 2.14373 1.91765 1.98297 2.89498 2.52214 2.72796 2.6857 2.66739 1.68736 2.24154 1.65983 3.05903 2.37804 2.00505 1.9034 1.62062 1.58172 1.49834 1.38854 1.37642 1.32966
threshold=1.0645000000000002 921.00000000000011 4.5000000000000009 1.5000000000000002 87.500000000000014 8098.5000000000009 75.500000000000014 1.0425000000000002 1.0000000180025095e-35 18.500000000000004 1.5000000000000002 1551.5000000000002 20.500000000000004 44.500000000000007 2198.5000000000005 0.6775000000000001 36.500000000000007 44.500000000000007 2.5000000000000004 0.93150000000000011 4499.0000000000009 3326.0000000000005 13725.500000000002 0.43700000000000006 0.49050000000000005 0.61450000000000016 0.39200000000000007 0.6665000000000002 1627.5000000000002 39.500000000000007
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=1 -1 3 8 5 6 7 10 -3 -10 -5 17 -13 14 15 -14 24 18 -12 21 -21 23 -23 27 -17 -20 -2 -15 -4 -11
right_child=26 2 28 4 -6 -7 -8 -9 9 29 11 12 13 19 -16 16 -18 -19 25 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.031302499310189684 -0.040201171982538787 -0.039493751038390146 0.023948668332931189 -0.024259711844420769 0.02982931056305646 -0.028872491891608794 0.021129972431504385 0.024675893888322233 -0.014343970628500874 0.026978488648432691 0.023748744963205219 0.032037978212406525 -0.014381446356469317 0.040972986643631137 -0.030426038077426276 -0.051724207049326815 0.036678094342717855 0.039613171566784761 -0.019192310556443607 0.010272728030121921 -0.042356858034494509 0.030616656346829488 -0.0068959473432463588 -0.0054162493479333719 0.009623907817502499 0.020749192654193147 0.032794477897190075 -0.0062985031914814709 -0.028501954386644074 0.0065976728102368253
leaf_weight=5.9281616136431685 0.7707368563860636 1.6996725383214641 1.425136275589465 9.8666078350506705 5.7851926004514089 10.002273328602312 10.140394905582069 6.8238322234246871 5.4073394099250427 21.857894067885354 9.5075108604505711 5.3986871158704153 28.071580502204597 4.1197315799072376 16.729174921289086 1.744530601426957 6.1114282254129648 4.3139828117564312 9.1892953645437938 5.1704116459004563 5.9248170373030007 11.849014360923322 5.0933253804687402 49.356510537210852 2.8113069841638207 3.3942140135914078 7.9995069331489503 2.4938109386712313 10.225197853520511 12.624999425141139
leaf_count=75 6 15 13 141 634 92 932 166 47 880 138 82 210 32 184 12 76 92 82 128 57 693 158 455 46 57 366 28 122 360
internal_value=0 -0.000585793 9.58534e-05 0.00110735 -0.00114721 -0.00200831 -0.000651976 -0.00182705 0.0127026 0.0149266 -0.00282542 -0.00159069 -0.00388749 -0.00527806 -0.0135526 -0.00626588 0.0150907 0.011011 0.0054255 0.000185397 -0.0178313 0.00292704 0.0193394 -0.00204103 -0.0138676 -0.00841869 0.0263796 0.023148 -0.0220859 0.0195166
internal_weight=0 273.066 267.138 255.488 213.898 208.112 198.11 187.97 41.5899 39.8902 181.146 171.279 144.874 139.476 55.468 38.7388 10.6673 26.405 22.091 84.0076 11.0952 72.9124 16.9423 55.9701 4.55584 12.5835 8.77024 6.61354 11.6503 34.4829
internal_count=6379 6007 5932 5797 4495 3861 3769 2837 1302 1287 2671 2530 2161 2079 528 344 134 369 277 1551 185 1366 851 515 58 139 372 60 135 1240
is_linear=0
shrinkage=0.05


Tree=196
num_leaves=31
num_cat=0
split_feature=4 0 8 7 2 0 2 1 7 10 5 0 10 2 0 4 2 10 8 4 0 0 6 1 1 1 1 4 0 10
split_gain=2.47147 2.28698 2.39748 2.6716 2.28219 3.03317 2.02828 1.98946 1.9312 2.14373 1.91765 1.98297 2.89498 2.52214 2.72796 2.6857 2.66739 1.68736 2.24154 1.65983 3.05903 2.37804 2.00505 1.9034 1.62062 1.58172 1.49834 1.38854 1.37642 1.32966
threshold=1.0645000000000002 921.00000000000011 4.5000000000000009 1.5000000000000002 87.500000000000014 8098.5000000000009 75.500000000000014 1.0425000000000002 1.0000000180025095e-35 18.500000000000004 1.5000000000000002 1551.5000000000002 20.500000000000004 44.500000000000007 2198.5000000000005 0.6775000000000001 36.500000000000007 44.500000000000007 2.5000000000000004 0.93150000000000011 4499.0000000000009 3326.0000000000005 13725.500000000002 0.43700000000000006 0.49050000000000005 0.61450000000000016 0.39200000000000007 0.6665000000000002 1627.5000000000002 39.500000000000007
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=1 -1 3 8 5 6 7 10 -3 -10 -5 17 -13 14 15 -14 24 18 -12 21 -21 23 -23 27 -17 -20 -2 -15 -4 -11
right_child=26 2 28 4 -6 -7 -8 -9 9 29 11 12 13 19 -16 16 -18 -19 25 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.031302499310189684 0.040201171982538787 0.039493751038390146 -0.023948668332931189 0.024259711844420769 -0.02982931056305646 0.028872491891608794 -0.021129972431504385 -0.024675893888322233 0.014343970628500874 -0.026978488648432691 -0.023748744963205219 -0.032037978212406525 0.014381446356469317 -0.040972986643631137 0.030426038077426276 0.051724207049326815 -0.036678094342717855 -0.039613171566784761 0.019192310556443607 -0.010272728030121921 0.042356858034494509 -0.030616656346829488 0.0068959473432463588 0.0054162493479333719 -0.009623907817502499 -0.020749192654193147 -0.032794477897190075 0.0062985031914814709 0.028501954386644074 -0.0065976728102368253
leaf_weight=5.9281616136431685 0.7707368563860636 1.6996725383214641 1.425136275589465 9.8666078350506705 5.7851926004514089 10.002273328602312 10.140394905582069 6.8238322234246871 5.4073394099250427 21.857894067885354 9.5075108604505711 5.3986871158704153 28.071580502204597 4.1197315799072376 16.729174921289086 1.744530601426957 6.1114282254129648 4.3139828117564312 9.1892953645437938 5.1704116459004563 5.9248170373030007 11.849014360923322 5.0933253804687402 49.356510537210852 2.8113069841638207 3.3942140135914078 7.9995069331489503 2.4938109386712313 10.225197853520511 12.624999425141139
leaf_count=75 6 15 13 141 634 92 932 166 47 880 138 82 210 32 184 12 76 92 82 128 57 693 158 455 46 57 366 28 122 360
internal_value=0 0.000585793 -9.58534e-05 -0.00110735 0.00114721 0.00200831 0.000651976 0.00182705 -0.0127026 -0.0149266 0.00282542 0.00159069 0.00388749 0.00527806 0.0135526 0.00626588 -0.0150907 -0.011011 -0.0054255 -0.000185397 0.0178313 -0.00292704 -0.0193394 0.00204103 0.0138676 0.00841869 -0.0263796 -0.023148 0.0220859 -0.0195166
internal_weight=0 273.066 267.138 255.488 213.898 208.112 198.11 187.97 41.5899 39.8902 181.146 171.279 144.874 139.476 55.468 38.7388 10.6673 26.405 22.091 84.0076 11.0952 72.9124 16.9423 55.9701 4.55584 12.5835 8.77024 6.61354 11.6503 34.4829
internal_count=6379 6007 5932 5797 4495 3861 3769 2837 1302 1287 2671 2530 2161 2079 528 344 134 369 277 1551 185 1366 851 515 58 139 372 60 135 1240
is_linear=0
shrinkage=0.05


Tree=197
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=198
num_leaves=31
num_cat=0
split_feature=3 3 2 1 0 2 3 3 4 8 3 0 5 0 2 3 1 5 9 7 2 0 3 0 5 9 3 6 0 2
split_gain=2.49556 2.9099 1.97133 1.92294 1.58405 1.73689 1.47644 1.37714 1.73425 1.47449 1.43516 1.30491 1.83821 1.24398 1.6037 1.1796 1.16373 1.05494 1.29617 1.15695 4.73166 2.02609 1.9041 1.61376 1.48448 1.36397 1.25985 1.24919 0.948448 1.38925
threshold=609.50000000000011 2371.5000000000005 61.500000000000007 0.88650000000000018 5778.5000000000009 84.500000000000014 1.0000000180025095e-35 1965.5000000000002 0.84050000000000014 4.5000000000000009 2168.5000000000005 8426.5000000000018 3.5000000000000004 1067.5000000000002 28.500000000000004 437.00000000000006 0.24150000000000002 5.5000000000000009 0.032500000000000008 2.5000000000000004 32.500000000000007 2030.5000000000002 1076.5000000000002 2524.0000000000005 3.5000000000000004 0.13250000000000003 726.50000000000011 30307.000000000004 7983.0000000000009 48.500000000000007
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=6 2 3 7 -4 11 13 9 10 16 -9 12 -6 -1 -15 -8 -2 19 -19 20 22 25 -18 26 -24 -21 -22 -28 29 -16
right_child=1 -3 4 -5 5 -7 15 8 -10 -11 -12 -13 -14 14 28 -17 17 18 -20 21 23 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.031095730397198953 -0.029187655314083922 -0.0074322758531882504 0.032268260857799623 0.025517914815523408 0.025616805510272112 0.030778090054123519 -0.043075101940911818 0.039948102034331023 -0.020971963288263631 -0.030369270014972402 0.0044128724331019805 -0.037214372140736689 -0.031304179879687026 0.027736976689106636 -0.0083634925089398592 -0.0086663179651135045 -0.074649810883887113 -0.049173431017031283 0.021484376743623974 -0.013046681844800252 -0.029971055315218809 -0.019064502862550837 -0.042665211684846077 -0.0069191820748875817 0.03583371162679571 0.019467468177586419 0.03528681001551532 -0.016529068016770045 -0.022007031057310011 0.0041662559972981718
leaf_weight=3.9713035225868216 3.0198124460875979 40.319560850039124 13.288304982706906 9.8998191766440851 4.1753788031637651 5.2791941631585351 4.4118997864425165 6.6149510461837036 2.534535873681306 3.9283197214826933 4.9806956760585308 2.3709760773926973 2.1480780281126499 4.1845791172236195 47.416626469232142 5.7201340044848621 2.0074949581176069 0.69406303949654002 10.008790029678492 5.1870169276371625 0.91945464536547916 15.874528137035666 1.4052888043224814 4.7114474466070524 1.0539600038900969 8.5295955440960807 12.524030019063501 1.2822622624225903 6.7140054865740231 41.471235089469701
leaf_count=59 21 477 2010 355 60 517 55 101 53 28 72 15 10 35 420 110 22 4 207 64 6 142 22 81 42 134 204 12 135 906
internal_value=0 0.00421807 0.0080546 0.00465909 0.0199089 0.00815573 -0.00543142 0.00223756 0.0164952 -0.000594111 0.0246846 -0.00558039 0.00628075 -0.00365242 -0.00256023 -0.0236493 0.001146 0.00257287 0.0169023 -0.000294053 0.00788712 -0.00690287 -0.0385177 0.0185511 -0.00902294 0.00717205 0.0267003 0.0304744 -0.00388637 -0.00251765
internal_weight=0 162.758 122.438 95.1761 27.2619 13.9736 113.89 85.2762 14.1302 71.1461 11.5956 8.69443 6.32346 103.758 99.7864 10.132 67.2177 64.1979 10.7029 53.4951 23.9039 29.5911 4.46674 19.4372 2.45925 13.7166 14.7257 13.8063 95.6019 88.8879
internal_count=6379 4659 4182 1570 2612 602 1720 1215 226 989 173 85 70 1555 1496 165 961 940 211 729 389 340 86 303 64 198 222 216 1461 1326
is_linear=0
shrinkage=0.05


Tree=199
num_leaves=31
num_cat=0
split_feature=3 3 2 1 0 2 3 3 4 8 3 0 5 0 2 3 1 5 9 7 2 0 3 0 5 9 3 6 0 2
split_gain=2.49556 2.9099 1.97133 1.92294 1.58405 1.73689 1.47644 1.37714 1.73425 1.47449 1.43516 1.30491 1.83821 1.24398 1.6037 1.1796 1.16373 1.05494 1.29617 1.15695 4.73166 2.02609 1.9041 1.61376 1.48448 1.36397 1.25985 1.24919 0.948448 1.38925
threshold=609.50000000000011 2371.5000000000005 61.500000000000007 0.88650000000000018 5778.5000000000009 84.500000000000014 1.0000000180025095e-35 1965.5000000000002 0.84050000000000014 4.5000000000000009 2168.5000000000005 8426.5000000000018 3.5000000000000004 1067.5000000000002 28.500000000000004 437.00000000000006 0.24150000000000002 5.5000000000000009 0.032500000000000008 2.5000000000000004 32.500000000000007 2030.5000000000002 1076.5000000000002 2524.0000000000005 3.5000000000000004 0.13250000000000003 726.50000000000011 30307.000000000004 7983.0000000000009 48.500000000000007
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=6 2 3 7 -4 11 13 9 10 16 -9 12 -6 -1 -15 -8 -2 19 -19 20 22 25 -18 26 -24 -21 -22 -28 29 -16
right_child=1 -3 4 -5 5 -7 15 8 -10 -11 -12 -13 -14 14 28 -17 17 18 -20 21 23 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.031095730397198953 0.029187655314083922 0.0074322758531882504 -0.032268260857799623 -0.025517914815523408 -0.025616805510272112 -0.030778090054123519 0.043075101940911818 -0.039948102034331023 0.020971963288263631 0.030369270014972402 -0.0044128724331019805 0.037214372140736689 0.031304179879687026 -0.027736976689106636 0.0083634925089398592 0.0086663179651135045 0.074649810883887113 0.049173431017031283 -0.021484376743623974 0.013046681844800252 0.029971055315218809 0.019064502862550837 0.042665211684846077 0.0069191820748875817 -0.03583371162679571 -0.019467468177586419 -0.03528681001551532 0.016529068016770045 0.022007031057310011 -0.0041662559972981718
leaf_weight=3.9713035225868216 3.0198124460875979 40.319560850039124 13.288304982706906 9.8998191766440851 4.1753788031637651 5.2791941631585351 4.4118997864425165 6.6149510461837036 2.534535873681306 3.9283197214826933 4.9806956760585308 2.3709760773926973 2.1480780281126499 4.1845791172236195 47.416626469232142 5.7201340044848621 2.0074949581176069 0.69406303949654002 10.008790029678492 5.1870169276371625 0.91945464536547916 15.874528137035666 1.4052888043224814 4.7114474466070524 1.0539600038900969 8.5295955440960807 12.524030019063501 1.2822622624225903 6.7140054865740231 41.471235089469701
leaf_count=59 21 477 2010 355 60 517 55 101 53 28 72 15 10 35 420 110 22 4 207 64 6 142 22 81 42 134 204 12 135 906
internal_value=0 -0.00421807 -0.0080546 -0.00465909 -0.0199089 -0.00815573 0.00543142 -0.00223756 -0.0164952 0.000594111 -0.0246846 0.00558039 -0.00628075 0.00365242 0.00256023 0.0236493 -0.001146 -0.00257287 -0.0169023 0.000294053 -0.00788712 0.00690287 0.0385177 -0.0185511 0.00902294 -0.00717205 -0.0267003 -0.0304744 0.00388637 0.00251765
internal_weight=0 162.758 122.438 95.1761 27.2619 13.9736 113.89 85.2762 14.1302 71.1461 11.5956 8.69443 6.32346 103.758 99.7864 10.132 67.2177 64.1979 10.7029 53.4951 23.9039 29.5911 4.46674 19.4372 2.45925 13.7166 14.7257 13.8063 95.6019 88.8879
internal_count=6379 4659 4182 1570 2612 602 1720 1215 226 989 173 85 70 1555 1496 165 961 940 211 729 389 340 86 303 64 198 222 216 1461 1326
is_linear=0
shrinkage=0.05


Tree=200
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=201
num_leaves=31
num_cat=0
split_feature=8 8 2 0 2 1 5 0 0 4 1 9 0 3 10 2 4 0 10 6 0 10 4 0 4 4 2 5 0 6
split_gain=2.33691 2.11201 2.35278 2.25993 2.66066 2.23248 2.64346 1.80971 2.29067 2.17411 1.83878 2.60071 2.38045 1.73174 1.66677 1.61546 1.98048 1.96013 1.55801 1.55104 1.79014 1.76303 1.52522 1.44316 3.15049 2.2518 1.96971 1.91913 4.27358 1.93617
threshold=1.0000000180025095e-35 5.5000000000000009 90.500000000000014 8426.5000000000018 71.500000000000014 1.0305000000000002 2.5000000000000004 1067.5000000000002 1920.5000000000002 0.53850000000000009 0.63100000000000012 0.17850000000000002 1325.5000000000002 969.50000000000011 14.500000000000002 48.500000000000007 0.9255000000000001 5778.5000000000009 52.500000000000007 10973.500000000002 2370.0000000000005 20.500000000000004 0.65350000000000008 2628.5000000000005 0.83650000000000013 0.51950000000000018 50.500000000000007 5.5000000000000009 2592.0000000000005 12763.500000000002
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=-1 2 3 4 5 6 13 -8 9 -9 11 12 -11 -2 -10 16 19 18 23 20 -16 -22 -21 25 26 -17 -25 28 29 -27
right_child=1 -3 -4 -5 -6 -7 7 8 14 10 -12 -13 -14 -15 15 17 -18 -19 -20 22 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.02880901276778354 -0.027320948693893871 -0.044900294332585244 0.033637235751001152 -0.026251391485951282 0.016851935824252352 0.020642304842036979 -0.025273825001659714 -0.0012386764911775203 0.038284201734786458 -0.039233168189840351 0.036878748129091858 0.034633334097630079 0.0087775242109122808 -0.0042823874415498717 -0.010145113829000206 -0.040511021470820065 0.015590392710780519 -0.041114792256444939 0.044211431546751764 -0.015592348962511215 0.0048653662786986409 -0.040759490045437274 0.027746168524632561 0.1079355117285402 -0.0083658307806047643 0.00939309910935931 0.021757032203385901 0.031552730161596924 -0.072903920890104709 -0.028597007287126004
leaf_weight=6.9752461314201346 16.1491678818129 2.6526598185300818 5.0796895609237245 8.3886657450348121 21.727363975718617 10.882286916952578 6.9524958413094273 28.879792018793523 2.3581193895079187 3.306557195261127 8.9865825348533672 7.2853382984176269 11.779061060864477 16.48078204668127 25.141249873675406 4.0734427534043816 6.4035096531733862 2.6023013517260543 2.2310853174421927 4.1021797917783243 2.5932500213384619 11.538288261741398 4.0192168951034546 0.69667522422969597 12.509934299625455 15.282019085716465 13.7365948962979 3.9523175726644686 2.1696221129968754 4.296835840214043
leaf_count=256 237 35 665 88 1828 290 74 247 27 28 301 188 110 161 183 17 90 22 36 24 9 127 30 6 339 150 713 56 14 28
internal_value=0 -0.000508483 -6.17667e-05 -0.00072391 0.00013219 -0.00145827 -0.00256391 -0.000248412 0.000729363 0.00865943 0.0177754 0.0101015 -0.00174575 -0.0156846 -0.00332891 -0.00417963 -0.0105088 0.00135231 0.00322704 -0.0140351 -0.0181484 -0.032387 0.00585555 0.00161484 0.00999909 -0.00597221 0.0259168 -0.000497988 -0.00632252 0.00105567
internal_weight=0 266.257 263.604 258.525 250.136 228.409 217.526 184.896 177.944 60.2373 31.3575 22.371 15.0856 32.6299 117.707 115.349 53.7977 61.5508 58.9485 47.3942 39.2728 14.1315 8.1214 56.7174 26.9432 29.7742 14.4333 25.7008 21.7485 19.5789
internal_count=6379 6123 6088 5423 5335 3507 3217 2819 2745 874 627 326 138 398 1871 1844 463 1381 1359 373 319 136 54 1323 1058 265 719 248 192 178
is_linear=0
shrinkage=0.05


Tree=202
num_leaves=31
num_cat=0
split_feature=8 8 2 0 2 1 5 0 0 4 1 9 0 3 10 2 4 0 10 6 0 10 4 0 4 4 2 5 0 6
split_gain=2.33691 2.11201 2.35278 2.25993 2.66066 2.23248 2.64346 1.80971 2.29067 2.17411 1.83878 2.60071 2.38045 1.73174 1.66677 1.61546 1.98048 1.96013 1.55801 1.55104 1.79014 1.76303 1.52522 1.44316 3.15049 2.2518 1.96971 1.91913 4.27358 1.93617
threshold=1.0000000180025095e-35 5.5000000000000009 90.500000000000014 8426.5000000000018 71.500000000000014 1.0305000000000002 2.5000000000000004 1067.5000000000002 1920.5000000000002 0.53850000000000009 0.63100000000000012 0.17850000000000002 1325.5000000000002 969.50000000000011 14.500000000000002 48.500000000000007 0.9255000000000001 5778.5000000000009 52.500000000000007 10973.500000000002 2370.0000000000005 20.500000000000004 0.65350000000000008 2628.5000000000005 0.83650000000000013 0.51950000000000018 50.500000000000007 5.5000000000000009 2592.0000000000005 12763.500000000002
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=-1 2 3 4 5 6 13 -8 9 -9 11 12 -11 -2 -10 16 19 18 23 20 -16 -22 -21 25 26 -17 -25 28 29 -27
right_child=1 -3 -4 -5 -6 -7 7 8 14 10 -12 -13 -14 -15 15 17 -18 -19 -20 22 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.02880901276778354 0.027320948693893871 0.044900294332585244 -0.033637235751001152 0.026251391485951282 -0.016851935824252352 -0.020642304842036979 0.025273825001659714 0.0012386764911775203 -0.038284201734786458 0.039233168189840351 -0.036878748129091858 -0.034633334097630079 -0.0087775242109122808 0.0042823874415498717 0.010145113829000206 0.040511021470820065 -0.015590392710780519 0.041114792256444939 -0.044211431546751764 0.015592348962511215 -0.0048653662786986409 0.040759490045437274 -0.027746168524632561 -0.1079355117285402 0.0083658307806047643 -0.00939309910935931 -0.021757032203385901 -0.031552730161596924 0.072903920890104709 0.028597007287126004
leaf_weight=6.9752461314201346 16.1491678818129 2.6526598185300818 5.0796895609237245 8.3886657450348121 21.727363975718617 10.882286916952578 6.9524958413094273 28.879792018793523 2.3581193895079187 3.306557195261127 8.9865825348533672 7.2853382984176269 11.779061060864477 16.48078204668127 25.141249873675406 4.0734427534043816 6.4035096531733862 2.6023013517260543 2.2310853174421927 4.1021797917783243 2.5932500213384619 11.538288261741398 4.0192168951034546 0.69667522422969597 12.509934299625455 15.282019085716465 13.7365948962979 3.9523175726644686 2.1696221129968754 4.296835840214043
leaf_count=256 237 35 665 88 1828 290 74 247 27 28 301 188 110 161 183 17 90 22 36 24 9 127 30 6 339 150 713 56 14 28
internal_value=0 0.000508483 6.17667e-05 0.00072391 -0.00013219 0.00145827 0.00256391 0.000248412 -0.000729363 -0.00865943 -0.0177754 -0.0101015 0.00174575 0.0156846 0.00332891 0.00417963 0.0105088 -0.00135231 -0.00322704 0.0140351 0.0181484 0.032387 -0.00585555 -0.00161484 -0.00999909 0.00597221 -0.0259168 0.000497988 0.00632252 -0.00105567
internal_weight=0 266.257 263.604 258.525 250.136 228.409 217.526 184.896 177.944 60.2373 31.3575 22.371 15.0856 32.6299 117.707 115.349 53.7977 61.5508 58.9485 47.3942 39.2728 14.1315 8.1214 56.7174 26.9432 29.7742 14.4333 25.7008 21.7485 19.5789
internal_count=6379 6123 6088 5423 5335 3507 3217 2819 2745 874 627 326 138 398 1871 1844 463 1381 1359 373 319 136 54 1323 1058 265 719 248 192 178
is_linear=0
shrinkage=0.05


Tree=203
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=204
num_leaves=31
num_cat=0
split_feature=4 3 3 2 4 5 1 3 0 2 1 6 3 0 2 4 0 0 0 10 6 5 5 0 4 10 7 8 1 0
split_gain=2.21881 1.95071 2.90573 1.87733 1.73607 1.46296 1.56514 1.47916 1.4416 1.59741 1.38088 1.27636 1.66906 1.1942 1.9175 1.47732 2.0224 2.0662 2.32781 1.64875 1.74447 1.71999 1.63539 1.56574 2.09487 1.54537 1.28262 1.17128 1.16784 1.91978
threshold=1.0595000000000001 609.50000000000011 2371.5000000000005 61.500000000000007 0.84750000000000003 1.5000000000000002 0.88650000000000018 1965.5000000000002 5778.5000000000009 80.500000000000014 0.39200000000000007 2535.5000000000005 2168.5000000000005 998.00000000000011 27.500000000000004 0.54350000000000021 1682.5000000000002 3160.5000000000005 5778.5000000000009 31.500000000000004 6741.0000000000009 3.5000000000000004 3.5000000000000004 2198.5000000000005 0.6775000000000001 48.500000000000007 2.5000000000000004 4.5000000000000009 0.59350000000000003 5526.5000000000009
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=1 4 3 5 13 -3 7 27 -5 -10 -2 -9 -13 -1 -15 25 -17 19 -19 21 23 -18 -22 24 -21 -16 -23 -7 -6 -30
right_child=10 2 -4 8 28 6 -8 11 9 -11 -12 12 -14 14 15 16 17 18 -20 20 22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.038886354465309289 -0.039717733357631867 -0.023860640260559712 -0.0088026299794624237 0.032002767975189333 -0.030426624566744678 0.0017149865557660651 0.026898992041540899 -0.018080577134445826 -0.0096662479538173231 0.025240952341373326 0.031902845053491419 0.045234388783879802 0.0048607988146355348 0.040141486841620395 -0.019319718417327065 0.02773655233635355 -0.017146552531357297 0.035661654614798144 -0.0048882007769535619 -0.029904626945731136 -0.015746324433449217 0.0057000945427000474 0.027872644014327236 -0.041611871141253871 0.019182331610451048 0.021545899959569868 0.047286795817671846 -0.026718616124436156 0.0033182753506859359 -0.03728339157459213
leaf_weight=2.1723022703081361 0.73816462047397902 4.5630636364221564 38.316904452629387 11.733364047249781 10.115707269404085 59.780473580118269 7.5666141067631534 1.9512539822608221 6.5213682167232019 6.5884937052614987 7.6244239395018667 5.3830203991383296 4.8809705059975386 2.6962675414979449 18.269161539152268 6.4530240446329108 4.7419675430282942 6.7398738309275341 7.4528776444494724 5.6067844768986159 5.077294532209633 5.0887178517878038 3.7256927872076631 7.5680987993255249 3.5495335627347231 2.6488483552820972 2.916838810313493 3.8554940000176421 10.236497014760969 4.0685655944980672
leaf_count=38 6 40 444 1938 110 835 242 17 52 546 382 105 78 22 201 47 43 500 122 37 44 32 34 103 23 15 24 26 207 66
internal_value=0 -0.000584486 0.00309368 0.00713386 -0.0056787 0.00370659 0.00521455 0.0030514 0.0192714 0.00787672 0.0255809 0.018988 0.026035 -0.00229256 -0.00132942 -0.00272995 0.00132258 -0.00192609 0.0143682 -0.00796817 -0.0153015 0.00671705 0.00271455 -0.0247843 -0.0108756 -0.0141449 0.0208523 -7.71192e-06 -0.0174241 -0.00822942
internal_weight=0 260.269 151.141 112.824 109.128 87.9809 83.4178 75.8512 24.8432 13.1099 8.36259 12.2152 10.264 84.7073 82.535 79.8387 58.9207 52.4677 14.1928 38.2749 25.5274 12.7475 8.80299 16.7244 9.15632 20.918 8.00556 63.636 24.4208 14.3051
internal_count=6379 5991 4323 3879 1668 1343 1303 1061 2536 598 388 200 183 1285 1247 1225 1009 962 622 340 241 99 78 163 60 216 56 861 383 273
is_linear=0
shrinkage=0.05


Tree=205
num_leaves=31
num_cat=0
split_feature=4 3 3 2 4 5 1 3 0 2 1 6 3 0 2 4 0 0 0 10 6 5 5 0 4 10 7 8 1 0
split_gain=2.21881 1.95071 2.90573 1.87733 1.73607 1.46296 1.56514 1.47916 1.4416 1.59741 1.38088 1.27636 1.66906 1.1942 1.9175 1.47732 2.0224 2.0662 2.32781 1.64875 1.74447 1.71999 1.63539 1.56574 2.09487 1.54537 1.28262 1.17128 1.16784 1.91978
threshold=1.0595000000000001 609.50000000000011 2371.5000000000005 61.500000000000007 0.84750000000000003 1.5000000000000002 0.88650000000000018 1965.5000000000002 5778.5000000000009 80.500000000000014 0.39200000000000007 2535.5000000000005 2168.5000000000005 998.00000000000011 27.500000000000004 0.54350000000000021 1682.5000000000002 3160.5000000000005 5778.5000000000009 31.500000000000004 6741.0000000000009 3.5000000000000004 3.5000000000000004 2198.5000000000005 0.6775000000000001 48.500000000000007 2.5000000000000004 4.5000000000000009 0.59350000000000003 5526.5000000000009
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=1 4 3 5 13 -3 7 27 -5 -10 -2 -9 -13 -1 -15 25 -17 19 -19 21 23 -18 -22 24 -21 -16 -23 -7 -6 -30
right_child=10 2 -4 8 28 6 -8 11 9 -11 -12 12 -14 14 15 16 17 18 -20 20 22 26 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.038886354465309289 0.039717733357631867 0.023860640260559712 0.0088026299794624237 -0.032002767975189333 0.030426624566744678 -0.0017149865557660651 -0.026898992041540899 0.018080577134445826 0.0096662479538173231 -0.025240952341373326 -0.031902845053491419 -0.045234388783879802 -0.0048607988146355348 -0.040141486841620395 0.019319718417327065 -0.02773655233635355 0.017146552531357297 -0.035661654614798144 0.0048882007769535619 0.029904626945731136 0.015746324433449217 -0.0057000945427000474 -0.027872644014327236 0.041611871141253871 -0.019182331610451048 -0.021545899959569868 -0.047286795817671846 0.026718616124436156 -0.0033182753506859359 0.03728339157459213
leaf_weight=2.1723022703081361 0.73816462047397902 4.5630636364221564 38.316904452629387 11.733364047249781 10.115707269404085 59.780473580118269 7.5666141067631534 1.9512539822608221 6.5213682167232019 6.5884937052614987 7.6244239395018667 5.3830203991383296 4.8809705059975386 2.6962675414979449 18.269161539152268 6.4530240446329108 4.7419675430282942 6.7398738309275341 7.4528776444494724 5.6067844768986159 5.077294532209633 5.0887178517878038 3.7256927872076631 7.5680987993255249 3.5495335627347231 2.6488483552820972 2.916838810313493 3.8554940000176421 10.236497014760969 4.0685655944980672
leaf_count=38 6 40 444 1938 110 835 242 17 52 546 382 105 78 22 201 47 43 500 122 37 44 32 34 103 23 15 24 26 207 66
internal_value=0 0.000584486 -0.00309368 -0.00713386 0.0056787 -0.00370659 -0.00521455 -0.0030514 -0.0192714 -0.00787672 -0.0255809 -0.018988 -0.026035 0.00229256 0.00132942 0.00272995 -0.00132258 0.00192609 -0.0143682 0.00796817 0.0153015 -0.00671705 -0.00271455 0.0247843 0.0108756 0.0141449 -0.0208523 7.71192e-06 0.0174241 0.00822942
internal_weight=0 260.269 151.141 112.824 109.128 87.9809 83.4178 75.8512 24.8432 13.1099 8.36259 12.2152 10.264 84.7073 82.535 79.8387 58.9207 52.4677 14.1928 38.2749 25.5274 12.7475 8.80299 16.7244 9.15632 20.918 8.00556 63.636 24.4208 14.3051
internal_count=6379 5991 4323 3879 1668 1343 1303 1061 2536 598 388 200 183 1285 1247 1225 1009 962 622 340 241 99 78 163 60 216 56 861 383 273
is_linear=0
shrinkage=0.05


Tree=206
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=207
num_leaves=31
num_cat=0
split_feature=8 8 2 0 4 1 0 1 4 0 0 0 6 5 0 4 1 5 8 3 0 0 4 10 0 0 8 6 6 0
split_gain=2.09805 1.63828 1.63454 1.59225 2.24413 2.33696 1.59202 1.56228 1.53324 1.98928 1.98909 1.46537 1.35554 1.40928 2.22997 1.66417 1.31666 1.2573 2.04387 1.17598 1.08006 2.25528 1.07822 1.64351 1.55781 1.53881 1.89849 1.36702 1.10328 2.3414
threshold=2.5000000000000004 5.5000000000000009 60.500000000000007 2420.5000000000005 0.63450000000000017 0.83200000000000007 1067.5000000000002 0.86750000000000005 0.63850000000000018 1189.0000000000002 1325.5000000000002 4923.5000000000009 30307.000000000004 2.5000000000000004 1644.5000000000002 0.59350000000000003 0.62400000000000011 2.5000000000000004 3.5000000000000004 1960.5000000000002 1842.5000000000002 2012.0000000000002 0.53450000000000009 47.500000000000007 1978.5000000000002 1325.5000000000002 3.5000000000000004 20745.000000000004 2209.5000000000005 2828.5000000000005
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=2 6 3 8 -5 -6 -2 -7 10 16 -1 -4 13 -12 -15 20 -10 18 -8 -9 -16 -22 23 27 25 26 -24 -19 29 -26
right_child=1 -3 11 4 5 7 17 19 9 -11 12 -13 -14 14 15 -17 -18 22 -20 -21 21 -23 24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.032655021873207506 -0.026543350331106632 -0.043768281383729193 0.033860653417497992 0.020893302549796853 -0.027641248372155126 0.053733280548248497 -0.0041390814687357197 0.014235591757992445 -0.037360035769141785 0.022638385427870569 -0.03641337002304549 0.0082625496644215899 -0.043112233406799864 0.034781121882167747 -0.023322594029537895 -0.038159478354575796 0.016583627913582026 -0.017004654119654967 -0.037552280957938992 -0.039872159203435939 0.037913267513555227 -0.012040430724651273 0.011192973031733201 0.021388241111143791 -0.022626217612752082 0.020291343462640041 -0.061857744598846291 0.014114877146371533 0.0026147483954932949 0.027236221975750371
leaf_weight=3.8210660940967527 6.7105937385931602 2.4671673704870036 8.4534481354057807 5.1868296498432782 13.458337312564256 1.5222710757516313 20.614150730893019 2.8137939092703164 2.5826056599617031 20.667017690371722 2.6796388775110307 16.509532983414829 2.2500122305937102 4.1526657622307566 3.1352489218115798 3.2701264293864361 2.0127872573211789 22.770430018659688 5.8828780900221309 1.561473863199353 4.1476770378649217 4.9631861634552479 2.5721610584296317 4.2164465542882672 11.847262538038192 19.044957465492189 1.3594955499283967 4.1762154949828973 56.840116421924904 2.9382384021300814
leaf_count=63 80 35 1424 53 157 15 454 56 26 452 32 693 11 97 25 31 34 227 85 14 21 28 59 32 103 362 18 38 1393 261
internal_value=0 -0.00333675 0.00579127 0.00223634 -0.00831375 -0.0161404 -0.00270928 0.0101048 0.0070597 0.0160223 -0.000907181 0.0169311 -0.00612063 -0.00239638 0.002238 -0.00647163 -0.0137327 -0.00165885 -0.0115575 -0.00507473 0.0019901 0.0107008 0.000426658 -0.00763962 0.00308379 0.0144122 -0.0140666 -0.0121817 -0.000550217 -0.0127173
internal_weight=0 161.44 103.188 78.2247 24.5427 19.3559 158.973 5.89754 53.682 25.2624 28.4196 24.963 24.5986 22.3485 19.6689 15.5162 4.59539 152.262 26.497 4.37527 12.2461 9.11086 125.765 31.1631 94.6022 22.9766 3.93166 26.9466 71.6256 14.7855
internal_count=6379 3147 3232 1115 295 242 3112 85 820 512 308 2117 245 234 202 105 60 3032 539 70 74 49 2493 297 2196 439 77 265 1757 364
is_linear=0
shrinkage=0.05


Tree=208
num_leaves=31
num_cat=0
split_feature=8 8 2 0 4 1 0 1 4 0 0 0 6 5 0 4 1 5 8 3 0 0 4 10 0 0 8 6 6 0
split_gain=2.09805 1.63828 1.63454 1.59225 2.24413 2.33696 1.59202 1.56228 1.53324 1.98928 1.98909 1.46537 1.35554 1.40928 2.22997 1.66417 1.31666 1.2573 2.04387 1.17598 1.08006 2.25528 1.07822 1.64351 1.55781 1.53881 1.89849 1.36702 1.10328 2.3414
threshold=2.5000000000000004 5.5000000000000009 60.500000000000007 2420.5000000000005 0.63450000000000017 0.83200000000000007 1067.5000000000002 0.86750000000000005 0.63850000000000018 1189.0000000000002 1325.5000000000002 4923.5000000000009 30307.000000000004 2.5000000000000004 1644.5000000000002 0.59350000000000003 0.62400000000000011 2.5000000000000004 3.5000000000000004 1960.5000000000002 1842.5000000000002 2012.0000000000002 0.53450000000000009 47.500000000000007 1978.5000000000002 1325.5000000000002 3.5000000000000004 20745.000000000004 2209.5000000000005 2828.5000000000005
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=2 6 3 8 -5 -6 -2 -7 10 16 -1 -4 13 -12 -15 20 -10 18 -8 -9 -16 -22 23 27 25 26 -24 -19 29 -26
right_child=1 -3 11 4 5 7 17 19 9 -11 12 -13 -14 14 15 -17 -18 22 -20 -21 21 -23 24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.032655021873207506 0.026543350331106632 0.043768281383729193 -0.033860653417497992 -0.020893302549796853 0.027641248372155126 -0.053733280548248497 0.0041390814687357197 -0.014235591757992445 0.037360035769141785 -0.022638385427870569 0.03641337002304549 -0.0082625496644215899 0.043112233406799864 -0.034781121882167747 0.023322594029537895 0.038159478354575796 -0.016583627913582026 0.017004654119654967 0.037552280957938992 0.039872159203435939 -0.037913267513555227 0.012040430724651273 -0.011192973031733201 -0.021388241111143791 0.022626217612752082 -0.020291343462640041 0.061857744598846291 -0.014114877146371533 -0.0026147483954932949 -0.027236221975750371
leaf_weight=3.8210660940967527 6.7105937385931602 2.4671673704870036 8.4534481354057807 5.1868296498432782 13.458337312564256 1.5222710757516313 20.614150730893019 2.8137939092703164 2.5826056599617031 20.667017690371722 2.6796388775110307 16.509532983414829 2.2500122305937102 4.1526657622307566 3.1352489218115798 3.2701264293864361 2.0127872573211789 22.770430018659688 5.8828780900221309 1.561473863199353 4.1476770378649217 4.9631861634552479 2.5721610584296317 4.2164465542882672 11.847262538038192 19.044957465492189 1.3594955499283967 4.1762154949828973 56.840116421924904 2.9382384021300814
leaf_count=63 80 35 1424 53 157 15 454 56 26 452 32 693 11 97 25 31 34 227 85 14 21 28 59 32 103 362 18 38 1393 261
internal_value=0 0.00333675 -0.00579127 -0.00223634 0.00831375 0.0161404 0.00270928 -0.0101048 -0.0070597 -0.0160223 0.000907181 -0.0169311 0.00612063 0.00239638 -0.002238 0.00647163 0.0137327 0.00165885 0.0115575 0.00507473 -0.0019901 -0.0107008 -0.000426658 0.00763962 -0.00308379 -0.0144122 0.0140666 0.0121817 0.000550217 0.0127173
internal_weight=0 161.44 103.188 78.2247 24.5427 19.3559 158.973 5.89754 53.682 25.2624 28.4196 24.963 24.5986 22.3485 19.6689 15.5162 4.59539 152.262 26.497 4.37527 12.2461 9.11086 125.765 31.1631 94.6022 22.9766 3.93166 26.9466 71.6256 14.7855
internal_count=6379 3147 3232 1115 295 242 3112 85 820 512 308 2117 245 234 202 105 60 3032 539 70 74 49 2493 297 2196 439 77 265 1757 364
is_linear=0
shrinkage=0.05


Tree=209
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=210
num_leaves=31
num_cat=0
split_feature=4 0 7 10 10 0 10 2 0 1 4 0 10 8 5 4 6 6 4 0 0 0 1 5 4 4 0 2 0 5
split_gain=1.9925 1.81126 1.94882 1.73454 1.95741 1.66107 2.00285 2.27387 2.61888 2.19756 2.14379 2.71097 1.933 2.24979 1.66073 1.63409 1.57402 1.57459 2.45998 1.5607 5.29242 2.08382 2.08284 1.84673 1.53103 2.0056 2.04445 1.48006 1.43272 1.48712
threshold=1.0645000000000002 921.00000000000011 1.5000000000000002 20.500000000000004 44.500000000000007 1551.5000000000002 20.500000000000004 44.500000000000007 2198.5000000000005 0.49050000000000005 0.95550000000000013 4499.0000000000009 44.500000000000007 2.5000000000000004 3.5000000000000004 0.50150000000000017 1851.0000000000002 4372.5000000000009 0.64250000000000018 3326.0000000000005 5778.5000000000009 2012.0000000000002 0.46250000000000008 3.5000000000000004 0.68550000000000011 0.63850000000000018 2524.0000000000005 84.500000000000014 2524.0000000000005 5.5000000000000009
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=1 -1 3 -3 -5 12 -7 8 9 -8 15 -12 13 -4 -11 -9 -16 -18 -19 21 22 -17 -21 27 25 26 -23 -22 -26 -30
right_child=-2 2 5 4 -6 6 7 10 -10 14 11 -13 -14 -15 16 19 17 18 -20 20 23 24 -24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.030109122197911821 0.025479464906887413 -0.012043589641479679 0.022088781221251734 0.022563088546359134 -0.0049453948550780315 0.02468537938753369 -0.018481636479068232 -0.016335976088079719 -0.029844286608873491 -0.011376246608774308 0.012690487162063125 -0.034336065205405733 0.03948997595564066 -0.0092529116930523386 -0.028053410585263991 0.019731724993393877 0.046598840134737009 -0.02156483334768753 0.039821403790040254 -0.028566566864532291 -0.0075869164878800749 -0.015838977098279809 0.036857897288243756 -0.032734237967156833 -0.0025175334914142138 0.029985937200296232 0.034557163388553518 0.025511270152083078 -0.033815347145059252 0.010476850602162142
leaf_weight=5.0757945850491515 7.5766978980973354 7.1880215681157997 9.7670365558005923 23.790747455088422 8.8807662122417224 6.036595976445823 19.064889415167272 11.041275819530709 16.151030546054244 9.2423158157616871 4.5437325555831185 9.4143818842712772 4.4948399546556166 13.838366425596176 1.7136254310607899 9.6103303856216353 4.4025244908407313 3.3980625122785568 3.1402525389567018 1.3151448497083063 10.763579102233054 10.14469701331109 16.220720179146156 4.767960663419216 13.975894929841163 5.6500826794654122 2.5104351008776566 4.9221938606351605 10.372779859229921 2.3187288786284617
leaf_count=75 372 70 166 1070 181 148 173 148 209 79 139 139 101 167 13 133 55 23 70 25 99 68 1811 94 128 52 45 374 122 30
internal_value=0 -0.000541193 6.23141e-05 0.0101934 0.0150857 -0.00187149 -0.00362993 -0.00460843 -0.0127933 -0.00607014 -0.000632484 -0.0190277 0.00943757 0.00371511 0.00473619 0.00184559 0.0165041 0.0234829 0.00791804 0.00401413 0.011796 -0.00140204 0.0319512 -0.00548391 -0.00591818 0.00521681 -0.00584175 0.00279929 -0.0135615 -0.0257232
internal_weight=0 253.757 248.681 39.8595 32.6715 208.821 180.721 174.685 57.1127 40.9617 117.572 13.9581 28.1002 23.6054 21.8968 103.614 12.6545 10.9408 6.53832 92.5725 37.9896 54.5829 17.5359 20.4537 44.9726 18.3052 12.6551 15.6858 26.6674 12.6915
internal_count=6379 6007 5932 1321 1251 4611 4177 4029 622 413 3407 278 434 333 240 3129 161 148 93 2981 2403 578 1836 567 445 165 113 473 280 152
is_linear=0
shrinkage=0.05


Tree=211
num_leaves=31
num_cat=0
split_feature=4 0 7 10 10 0 10 2 0 1 4 0 10 8 5 4 6 6 4 0 0 0 1 5 4 4 0 2 0 5
split_gain=1.9925 1.81126 1.94882 1.73454 1.95741 1.66107 2.00285 2.27387 2.61888 2.19756 2.14379 2.71097 1.933 2.24979 1.66073 1.63409 1.57402 1.57459 2.45998 1.5607 5.29242 2.08382 2.08284 1.84673 1.53103 2.0056 2.04445 1.48006 1.43272 1.48712
threshold=1.0645000000000002 921.00000000000011 1.5000000000000002 20.500000000000004 44.500000000000007 1551.5000000000002 20.500000000000004 44.500000000000007 2198.5000000000005 0.49050000000000005 0.95550000000000013 4499.0000000000009 44.500000000000007 2.5000000000000004 3.5000000000000004 0.50150000000000017 1851.0000000000002 4372.5000000000009 0.64250000000000018 3326.0000000000005 5778.5000000000009 2012.0000000000002 0.46250000000000008 3.5000000000000004 0.68550000000000011 0.63850000000000018 2524.0000000000005 84.500000000000014 2524.0000000000005 5.5000000000000009
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=1 -1 3 -3 -5 12 -7 8 9 -8 15 -12 13 -4 -11 -9 -16 -18 -19 21 22 -17 -21 27 25 26 -23 -22 -26 -30
right_child=-2 2 5 4 -6 6 7 10 -10 14 11 -13 -14 -15 16 19 17 18 -20 20 23 24 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.030109122197911821 -0.025479464906887413 0.012043589641479679 -0.022088781221251734 -0.022563088546359134 0.0049453948550780315 -0.02468537938753369 0.018481636479068232 0.016335976088079719 0.029844286608873491 0.011376246608774308 -0.012690487162063125 0.034336065205405733 -0.03948997595564066 0.0092529116930523386 0.028053410585263991 -0.019731724993393877 -0.046598840134737009 0.02156483334768753 -0.039821403790040254 0.028566566864532291 0.0075869164878800749 0.015838977098279809 -0.036857897288243756 0.032734237967156833 0.0025175334914142138 -0.029985937200296232 -0.034557163388553518 -0.025511270152083078 0.033815347145059252 -0.010476850602162142
leaf_weight=5.0757945850491515 7.5766978980973354 7.1880215681157997 9.7670365558005923 23.790747455088422 8.8807662122417224 6.036595976445823 19.064889415167272 11.041275819530709 16.151030546054244 9.2423158157616871 4.5437325555831185 9.4143818842712772 4.4948399546556166 13.838366425596176 1.7136254310607899 9.6103303856216353 4.4025244908407313 3.3980625122785568 3.1402525389567018 1.3151448497083063 10.763579102233054 10.14469701331109 16.220720179146156 4.767960663419216 13.975894929841163 5.6500826794654122 2.5104351008776566 4.9221938606351605 10.372779859229921 2.3187288786284617
leaf_count=75 372 70 166 1070 181 148 173 148 209 79 139 139 101 167 13 133 55 23 70 25 99 68 1811 94 128 52 45 374 122 30
internal_value=0 0.000541193 -6.23141e-05 -0.0101934 -0.0150857 0.00187149 0.00362993 0.00460843 0.0127933 0.00607014 0.000632484 0.0190277 -0.00943757 -0.00371511 -0.00473619 -0.00184559 -0.0165041 -0.0234829 -0.00791804 -0.00401413 -0.011796 0.00140204 -0.0319512 0.00548391 0.00591818 -0.00521681 0.00584175 -0.00279929 0.0135615 0.0257232
internal_weight=0 253.757 248.681 39.8595 32.6715 208.821 180.721 174.685 57.1127 40.9617 117.572 13.9581 28.1002 23.6054 21.8968 103.614 12.6545 10.9408 6.53832 92.5725 37.9896 54.5829 17.5359 20.4537 44.9726 18.3052 12.6551 15.6858 26.6674 12.6915
internal_count=6379 6007 5932 1321 1251 4611 4177 4029 622 413 3407 278 434 333 240 3129 161 148 93 2981 2403 578 1836 567 445 165 113 473 280 152
is_linear=0
shrinkage=0.05


Tree=212
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=213
num_leaves=31
num_cat=0
split_feature=3 3 2 1 0 2 3 7 10 9 9 5 1 0 5 0 4 3 7 8 5 4 2 7 7 0 2 4 6 6
split_gain=1.95969 2.43418 1.46518 1.48275 1.33105 1.38124 1.21593 1.11689 1.42687 1.72712 2.83477 1.09872 1.53856 1.0963 1.5765 1.08426 1.07698 1.07072 1.14482 1.05418 1.5289 1.34095 1.26078 1.50267 1.20486 0.998692 1.24442 0.936069 0.913366 1.55197
threshold=609.50000000000011 2371.5000000000005 61.500000000000007 0.88650000000000018 5778.5000000000009 84.500000000000014 1.0000000180025095e-35 3.5000000000000004 41.500000000000007 0.044500000000000005 0.083500000000000019 3.5000000000000004 0.57000000000000006 8426.5000000000018 3.5000000000000004 7016.0000000000009 0.51050000000000006 437.00000000000006 1.5000000000000002 4.5000000000000009 5.5000000000000009 0.68550000000000011 34.500000000000007 2.5000000000000004 2.5000000000000004 1067.5000000000002 27.500000000000004 0.49050000000000005 14949.500000000002 13385.500000000002
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=6 2 3 7 -4 13 25 8 9 -2 -11 -9 -13 14 -6 -5 -10 -8 -19 20 21 22 23 -12 27 -1 -27 -24 29 -28
right_child=1 -3 4 15 5 -7 17 11 16 10 19 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.030292510900816045 -0.029238201656270998 -0.006977676927251081 0.031754065442682437 0.028583609378048415 0.024996088518596919 0.030094683155395971 -0.042560176746024504 -0.03827743912457459 -7.0829796737264646e-05 0.037005119639799626 -0.041616015231573759 0.040025828831191212 -0.02638891686295124 -0.034841022582150424 -0.029351922018654365 -0.047586059953262996 0.028062219718271421 0.041488984357088227 -0.018872472686997877 -0.031349912058057282 0.021368881077514418 -0.012661565514088705 0.0029769284130123203 0.01115849235867589 0.00041384251242457346 0.029440311260799702 -0.0022013834483244027 0.042635256966830772 -0.014859199176201552 0.051988454627529324
leaf_weight=3.3252856563776723 4.4194164494983843 38.538891278905794 10.667468753410505 8.220580138266083 3.9409936056472343 4.4675377777311942 3.8398989401757699 3.1833437234163275 5.2544001666828981 5.5854304688982657 2.631404499057683 1.5292922146618368 2.0289381882175803 2.1804490508511662 2.0173848271369934 0.49535847455263216 9.6485327482223493 0.96155582647770632 4.2907750997692347 2.6366299148648968 7.7778961695730677 18.430131992790848 2.2382622770965082 2.7673016474582255 7.8115923227742314 2.9696811493486157 74.260637131985277 4.4384295525960624 14.697893272154031 1.3451947444118548
leaf_count=59 42 477 2010 352 60 517 55 28 59 101 38 19 29 15 10 3 238 21 89 18 155 292 19 28 79 26 1193 70 245 32
internal_value=0 0.00386571 0.00758458 0.00466654 0.0187554 0.00775603 -0.00501229 0.00254255 0.00432585 0.000820037 0.00326567 -0.0169368 0.00215548 -0.00450603 0.00659497 0.0242546 0.0181432 -0.0224929 -0.00782197 -0.000601409 0.0011574 -0.00294528 0.00605923 -0.0145645 0.0137442 -0.00336695 -0.00240703 0.0293404 -0.00345435 -0.00123723
internal_weight=0 150.91 112.371 89.0969 23.2738 12.6064 105.691 80.381 73.6394 58.7365 54.3171 6.74157 3.55823 8.13883 5.95838 8.71594 14.9029 9.09223 5.25233 48.7316 46.095 38.3171 19.887 5.39871 14.4883 96.5987 93.2734 6.67669 90.3037 75.6058
internal_count=6379 4659 4182 1570 2612 602 1720 1215 1139 842 800 76 48 85 70 355 297 165 110 699 681 526 234 66 168 1555 1496 89 1470 1225
is_linear=0
shrinkage=0.05


Tree=214
num_leaves=31
num_cat=0
split_feature=3 3 2 1 0 2 3 7 10 9 9 5 1 0 5 0 4 3 7 8 5 4 2 7 7 0 2 4 6 6
split_gain=1.95969 2.43418 1.46518 1.48275 1.33105 1.38124 1.21593 1.11689 1.42687 1.72712 2.83477 1.09872 1.53856 1.0963 1.5765 1.08426 1.07698 1.07072 1.14482 1.05418 1.5289 1.34095 1.26078 1.50267 1.20486 0.998692 1.24442 0.936069 0.913366 1.55197
threshold=609.50000000000011 2371.5000000000005 61.500000000000007 0.88650000000000018 5778.5000000000009 84.500000000000014 1.0000000180025095e-35 3.5000000000000004 41.500000000000007 0.044500000000000005 0.083500000000000019 3.5000000000000004 0.57000000000000006 8426.5000000000018 3.5000000000000004 7016.0000000000009 0.51050000000000006 437.00000000000006 1.5000000000000002 4.5000000000000009 5.5000000000000009 0.68550000000000011 34.500000000000007 2.5000000000000004 2.5000000000000004 1067.5000000000002 27.500000000000004 0.49050000000000005 14949.500000000002 13385.500000000002
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=6 2 3 7 -4 13 25 8 9 -2 -11 -9 -13 14 -6 -5 -10 -8 -19 20 21 22 23 -12 27 -1 -27 -24 29 -28
right_child=1 -3 4 15 5 -7 17 11 16 10 19 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 24 -25 -26 26 28 -29 -30 -31
leaf_value=0.030292510900816045 0.029238201656270998 0.006977676927251081 -0.031754065442682437 -0.028583609378048415 -0.024996088518596919 -0.030094683155395971 0.042560176746024504 0.03827743912457459 7.0829796737264646e-05 -0.037005119639799626 0.041616015231573759 -0.040025828831191212 0.02638891686295124 0.034841022582150424 0.029351922018654365 0.047586059953262996 -0.028062219718271421 -0.041488984357088227 0.018872472686997877 0.031349912058057282 -0.021368881077514418 0.012661565514088705 -0.0029769284130123203 -0.01115849235867589 -0.00041384251242457346 -0.029440311260799702 0.0022013834483244027 -0.042635256966830772 0.014859199176201552 -0.051988454627529324
leaf_weight=3.3252856563776723 4.4194164494983843 38.538891278905794 10.667468753410505 8.220580138266083 3.9409936056472343 4.4675377777311942 3.8398989401757699 3.1833437234163275 5.2544001666828981 5.5854304688982657 2.631404499057683 1.5292922146618368 2.0289381882175803 2.1804490508511662 2.0173848271369934 0.49535847455263216 9.6485327482223493 0.96155582647770632 4.2907750997692347 2.6366299148648968 7.7778961695730677 18.430131992790848 2.2382622770965082 2.7673016474582255 7.8115923227742314 2.9696811493486157 74.260637131985277 4.4384295525960624 14.697893272154031 1.3451947444118548
leaf_count=59 42 477 2010 352 60 517 55 28 59 101 38 19 29 15 10 3 238 21 89 18 155 292 19 28 79 26 1193 70 245 32
internal_value=0 -0.00386571 -0.00758458 -0.00466654 -0.0187554 -0.00775603 0.00501229 -0.00254255 -0.00432585 -0.000820037 -0.00326567 0.0169368 -0.00215548 0.00450603 -0.00659497 -0.0242546 -0.0181432 0.0224929 0.00782197 0.000601409 -0.0011574 0.00294528 -0.00605923 0.0145645 -0.0137442 0.00336695 0.00240703 -0.0293404 0.00345435 0.00123723
internal_weight=0 150.91 112.371 89.0969 23.2738 12.6064 105.691 80.381 73.6394 58.7365 54.3171 6.74157 3.55823 8.13883 5.95838 8.71594 14.9029 9.09223 5.25233 48.7316 46.095 38.3171 19.887 5.39871 14.4883 96.5987 93.2734 6.67669 90.3037 75.6058
internal_count=6379 4659 4182 1570 2612 602 1720 1215 1139 842 800 76 48 85 70 355 297 165 110 699 681 526 234 66 168 1555 1496 89 1470 1225
is_linear=0
shrinkage=0.05


Tree=215
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=216
num_leaves=31
num_cat=0
split_feature=8 0 8 2 0 2 1 5 3 0 0 1 4 7 10 0 1 2 3 6 6 9 9 10 3 3 4 2 2 3
split_gain=1.89863 1.64348 1.67599 1.9296 2.01033 1.90591 1.78125 1.92097 1.55138 1.54898 1.29261 1.34162 1.59498 1.23742 2.26979 1.53483 2.30791 1.5405 1.40882 1.78956 3.16105 1.31341 1.26678 1.26445 1.43151 1.95486 1.59515 1.14441 1.13781 1.78993
threshold=1.0000000180025095e-35 921.00000000000011 5.5000000000000009 90.500000000000014 8426.5000000000018 71.500000000000014 1.0305000000000002 2.5000000000000004 969.50000000000011 5778.5000000000009 5230.0000000000009 0.90100000000000013 0.9125000000000002 3.5000000000000004 34.500000000000007 1920.5000000000002 0.49050000000000005 32.500000000000007 1160.5000000000002 4716.5000000000009 6223.5000000000009 0.84350000000000003 0.30850000000000005 55.500000000000007 2337.5000000000005 591.50000000000011 0.57050000000000012 60.500000000000007 64.500000000000014 2188.5000000000005
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=-1 -2 3 4 5 6 7 8 -3 13 -7 12 -12 15 -15 16 21 -17 19 -18 -21 22 -9 24 25 -19 -26 -27 29 -10
right_child=1 2 -4 -5 -6 10 -8 9 28 -11 11 -13 -14 14 -16 17 18 23 -20 20 -22 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=0.027420869879991358 -0.02951344276498874 -0.025709005777825353 -0.042804620384573264 0.033620287989825373 -0.025179039627627926 0.033472754128907177 0.020892908160983659 -0.0031917155907280241 0.0037113331816316371 -0.039800406696723876 0.026128574711952859 -0.024948233760858207 -0.020049718941529682 0.030594777192452044 -0.021546755741323437 -0.040457369229763916 0.028002629511278906 -0.0063806199636765697 0.03375051117749775 -0.058988885662594248 0.011518753160545269 -0.037875222375843669 0.02659592550767665 0.044723053724680384 -0.048849791320467378 0.0063752900709286176 -0.0074061690201899415 0.034198952402144822 0.031877294426311646 -0.038027985093708416
leaf_weight=6.249788583489134 4.7812612866982809 13.793951009865852 2.2562362058088175 4.316291549243032 7.737973738461732 6.7044659585226354 9.1656921373214555 20.350965181831278 9.1475031357258541 2.3683547526597968 7.5889981053769571 2.6985426396131507 2.4812939651310444 2.5073706016410133 12.454463644186033 2.4642097763717166 7.6569903925992611 39.94226478622295 10.458046202082185 2.0760207446292025 6.7850697473622859 2.249643810093402 4.3283018772490314 1.5263753647450347 2.8684828551486126 36.829155636951327 12.182885355781762 4.1078893740195772 2.0804785692598662 3.5713254101574412
leaf_count=256 77 215 35 665 88 1606 286 172 71 23 181 24 17 52 137 25 74 504 393 15 89 12 90 14 18 458 110 592 46 34
internal_value=0 -0.000483591 8.83073e-05 0.0004908 -0.000114792 0.000734402 -0.000660096 -0.00164907 -0.0136455 0.00035504 0.015695 0.00636053 0.0147504 0.000918482 -0.0128086 0.00225364 0.00905349 -0.0014147 0.0193902 0.0102984 -0.00500013 -0.00130139 0.0020325 -0.000427506 -0.00114591 0.00148895 -0.0153045 0.0091673 -0.00240152 -0.00800867
internal_weight=0 247.481 242.699 240.443 236.127 228.389 208.915 199.75 28.5933 171.156 19.4733 12.7688 10.0703 168.788 14.9618 153.826 53.905 99.9213 26.9761 16.5181 8.86109 26.9289 24.6793 97.4571 95.9307 80.8793 15.0514 40.937 14.7993 12.7188
internal_count=6379 6123 6046 6011 5346 5258 3430 3144 366 2778 1828 222 198 2755 189 2566 845 1721 571 178 104 274 262 1696 1682 1554 128 1050 151 105
is_linear=0
shrinkage=0.05


Tree=217
num_leaves=31
num_cat=0
split_feature=8 0 8 2 0 2 1 5 3 0 0 1 4 7 10 0 1 2 3 6 6 9 9 10 3 3 4 2 2 3
split_gain=1.89863 1.64348 1.67599 1.9296 2.01033 1.90591 1.78125 1.92097 1.55138 1.54898 1.29261 1.34162 1.59498 1.23742 2.26979 1.53483 2.30791 1.5405 1.40882 1.78956 3.16105 1.31341 1.26678 1.26445 1.43151 1.95486 1.59515 1.14441 1.13781 1.78993
threshold=1.0000000180025095e-35 921.00000000000011 5.5000000000000009 90.500000000000014 8426.5000000000018 71.500000000000014 1.0305000000000002 2.5000000000000004 969.50000000000011 5778.5000000000009 5230.0000000000009 0.90100000000000013 0.9125000000000002 3.5000000000000004 34.500000000000007 1920.5000000000002 0.49050000000000005 32.500000000000007 1160.5000000000002 4716.5000000000009 6223.5000000000009 0.84350000000000003 0.30850000000000005 55.500000000000007 2337.5000000000005 591.50000000000011 0.57050000000000012 60.500000000000007 64.500000000000014 2188.5000000000005
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=-1 -2 3 4 5 6 7 8 -3 13 -7 12 -12 15 -15 16 21 -17 19 -18 -21 22 -9 24 25 -19 -26 -27 29 -10
right_child=1 2 -4 -5 -6 10 -8 9 28 -11 11 -13 -14 14 -16 17 18 23 -20 20 -22 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=-0.027420869879991358 0.02951344276498874 0.025709005777825353 0.042804620384573264 -0.033620287989825373 0.025179039627627926 -0.033472754128907177 -0.020892908160983659 0.0031917155907280241 -0.0037113331816316371 0.039800406696723876 -0.026128574711952859 0.024948233760858207 0.020049718941529682 -0.030594777192452044 0.021546755741323437 0.040457369229763916 -0.028002629511278906 0.0063806199636765697 -0.03375051117749775 0.058988885662594248 -0.011518753160545269 0.037875222375843669 -0.02659592550767665 -0.044723053724680384 0.048849791320467378 -0.0063752900709286176 0.0074061690201899415 -0.034198952402144822 -0.031877294426311646 0.038027985093708416
leaf_weight=6.249788583489134 4.7812612866982809 13.793951009865852 2.2562362058088175 4.316291549243032 7.737973738461732 6.7044659585226354 9.1656921373214555 20.350965181831278 9.1475031357258541 2.3683547526597968 7.5889981053769571 2.6985426396131507 2.4812939651310444 2.5073706016410133 12.454463644186033 2.4642097763717166 7.6569903925992611 39.94226478622295 10.458046202082185 2.0760207446292025 6.7850697473622859 2.249643810093402 4.3283018772490314 1.5263753647450347 2.8684828551486126 36.829155636951327 12.182885355781762 4.1078893740195772 2.0804785692598662 3.5713254101574412
leaf_count=256 77 215 35 665 88 1606 286 172 71 23 181 24 17 52 137 25 74 504 393 15 89 12 90 14 18 458 110 592 46 34
internal_value=0 0.000483591 -8.83073e-05 -0.0004908 0.000114792 -0.000734402 0.000660096 0.00164907 0.0136455 -0.00035504 -0.015695 -0.00636053 -0.0147504 -0.000918482 0.0128086 -0.00225364 -0.00905349 0.0014147 -0.0193902 -0.0102984 0.00500013 0.00130139 -0.0020325 0.000427506 0.00114591 -0.00148895 0.0153045 -0.0091673 0.00240152 0.00800867
internal_weight=0 247.481 242.699 240.443 236.127 228.389 208.915 199.75 28.5933 171.156 19.4733 12.7688 10.0703 168.788 14.9618 153.826 53.905 99.9213 26.9761 16.5181 8.86109 26.9289 24.6793 97.4571 95.9307 80.8793 15.0514 40.937 14.7993 12.7188
internal_count=6379 6123 6046 6011 5346 5258 3430 3144 366 2778 1828 222 198 2755 189 2566 845 1721 571 178 104 274 262 1696 1682 1554 128 1050 151 105
is_linear=0
shrinkage=0.05


Tree=218
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=219
num_leaves=31
num_cat=0
split_feature=4 4 0 0 0 10 0 0 2 0 4 2 2 4 6 4 0 4 10 7 5 1 5 8 4 2 4 0 8 2
split_gain=1.74348 1.66169 3.57083 2.17582 2.12533 2.05192 1.54056 3.42213 1.59489 1.90043 1.90419 1.79052 1.52454 1.50426 1.64263 1.59984 1.56148 1.61464 1.54006 1.79665 1.41643 1.32606 1.31576 1.31156 1.26429 1.45273 1.25712 1.21022 1.20768 1.61734
threshold=1.0645000000000002 0.83350000000000002 2908.0000000000005 5778.5000000000009 1732.0000000000002 31.500000000000004 2370.0000000000005 1605.5000000000002 52.500000000000007 4499.0000000000009 0.84250000000000014 74.500000000000014 84.500000000000014 0.43250000000000005 8151.5000000000009 0.60550000000000004 2398.5000000000005 0.62650000000000017 48.500000000000007 1.5000000000000002 5.5000000000000009 0.39200000000000007 3.5000000000000004 2.5000000000000004 0.50150000000000017 55.500000000000007 0.75750000000000017 921.00000000000011 3.5000000000000004 36.500000000000007
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=1 2 4 24 20 23 7 28 -8 10 -10 -11 -5 -7 16 -16 18 -18 19 -15 27 -2 -17 -6 25 -4 -21 -1 29 -3
right_child=21 6 3 12 5 13 8 -9 9 11 -12 -13 -14 14 15 22 17 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.035371203446362041 -0.0399986613833778 -0.017821382165702497 -0.05792296661102754 -0.0069738222999010772 0.018095777357720791 -0.038412951308876835 -0.031814725995941859 0.026790134326012585 -0.047154277720509084 -0.029411330769764866 0.018307613899362907 -0.00026532256239876912 0.02622732888203267 0.028913755446726808 -0.01554618421495879 -0.0048604929369220123 0.0089834051570435586 -0.039820297446988451 0.017799387584395296 -0.021038466978787008 0.02779366229470422 0.031777299511319794 0.028055573444169504 -0.0029759362657335187 0.031578083515769573 0.016585522170580156 0.011878604163754468 0.0055124657485662205 -0.050888999481269903 0.042089317427731233
leaf_weight=1.9072792781516898 0.71528526023030181 6.4285148684866744 0.85083412937820257 12.558025314472617 11.550747206434606 4.5743817631155244 9.0324721215292794 8.7679740581661445 1.2725211603101367 11.810496549354868 8.7465061536058766 9.5143141639418882 4.7712370732333502 2.3386121345683959 7.1394236385822323 5.2576827956363541 2.096726248972117 8.8404088411480171 4.7119466485455623 22.721607653424147 7.0960421455092719 6.4113007273990661 7.1847723964601755 20.474366530543193 17.650413457769901 2.8308192144613713 3.3249499257653943 35.526865686289966 1.9986133351922033 1.3658532518893478
leaf_count=46 6 110 9 122 119 42 101 175 33 192 445 404 502 29 47 54 24 109 34 200 171 366 71 189 2072 119 38 496 20 34
internal_value=0 -0.00051851 0.00182851 0.0153278 -0.00177713 -0.00581581 -0.0078222 0.00410057 -0.0133031 -0.00796852 0.00999327 -0.0164075 0.0021674 -0.0107189 -0.00872749 0.00332078 -0.0140853 -0.0304643 -0.00867279 -0.0130672 0.00731196 0.0245732 0.0141466 0.00462416 0.0260188 -0.000633471 -0.0168365 0.00342943 -0.0162141 -0.00732288
internal_weight=0 242.344 183.407 38.6613 144.746 100.216 58.9373 18.561 40.3763 31.3438 10.019 21.3248 17.3293 68.1905 63.6161 19.5819 44.0343 10.9371 33.0971 28.3852 44.5302 7.12659 12.4425 32.0251 21.3321 3.68165 26.0466 37.4341 9.79298 7.79437
internal_count=6379 6007 4493 2824 1669 956 1514 339 1175 1074 478 596 624 648 606 172 434 133 301 267 713 372 125 308 2200 128 238 542 164 144
is_linear=0
shrinkage=0.05


Tree=220
num_leaves=31
num_cat=0
split_feature=4 4 0 0 0 10 0 0 2 0 4 2 2 4 6 4 0 4 10 7 5 1 5 8 4 2 4 0 8 2
split_gain=1.74348 1.66169 3.57083 2.17582 2.12533 2.05192 1.54056 3.42213 1.59489 1.90043 1.90419 1.79052 1.52454 1.50426 1.64263 1.59984 1.56148 1.61464 1.54006 1.79665 1.41643 1.32606 1.31576 1.31156 1.26429 1.45273 1.25712 1.21022 1.20768 1.61734
threshold=1.0645000000000002 0.83350000000000002 2908.0000000000005 5778.5000000000009 1732.0000000000002 31.500000000000004 2370.0000000000005 1605.5000000000002 52.500000000000007 4499.0000000000009 0.84250000000000014 74.500000000000014 84.500000000000014 0.43250000000000005 8151.5000000000009 0.60550000000000004 2398.5000000000005 0.62650000000000017 48.500000000000007 1.5000000000000002 5.5000000000000009 0.39200000000000007 3.5000000000000004 2.5000000000000004 0.50150000000000017 55.500000000000007 0.75750000000000017 921.00000000000011 3.5000000000000004 36.500000000000007
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=1 2 4 24 20 23 7 28 -8 10 -10 -11 -5 -7 16 -16 18 -18 19 -15 27 -2 -17 -6 25 -4 -21 -1 29 -3
right_child=21 6 3 12 5 13 8 -9 9 11 -12 -13 -14 14 15 22 17 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.035371203446362041 0.0399986613833778 0.017821382165702497 0.05792296661102754 0.0069738222999010772 -0.018095777357720791 0.038412951308876835 0.031814725995941859 -0.026790134326012585 0.047154277720509084 0.029411330769764866 -0.018307613899362907 0.00026532256239876912 -0.02622732888203267 -0.028913755446726808 0.01554618421495879 0.0048604929369220123 -0.0089834051570435586 0.039820297446988451 -0.017799387584395296 0.021038466978787008 -0.02779366229470422 -0.031777299511319794 -0.028055573444169504 0.0029759362657335187 -0.031578083515769573 -0.016585522170580156 -0.011878604163754468 -0.0055124657485662205 0.050888999481269903 -0.042089317427731233
leaf_weight=1.9072792781516898 0.71528526023030181 6.4285148684866744 0.85083412937820257 12.558025314472617 11.550747206434606 4.5743817631155244 9.0324721215292794 8.7679740581661445 1.2725211603101367 11.810496549354868 8.7465061536058766 9.5143141639418882 4.7712370732333502 2.3386121345683959 7.1394236385822323 5.2576827956363541 2.096726248972117 8.8404088411480171 4.7119466485455623 22.721607653424147 7.0960421455092719 6.4113007273990661 7.1847723964601755 20.474366530543193 17.650413457769901 2.8308192144613713 3.3249499257653943 35.526865686289966 1.9986133351922033 1.3658532518893478
leaf_count=46 6 110 9 122 119 42 101 175 33 192 445 404 502 29 47 54 24 109 34 200 171 366 71 189 2072 119 38 496 20 34
internal_value=0 0.00051851 -0.00182851 -0.0153278 0.00177713 0.00581581 0.0078222 -0.00410057 0.0133031 0.00796852 -0.00999327 0.0164075 -0.0021674 0.0107189 0.00872749 -0.00332078 0.0140853 0.0304643 0.00867279 0.0130672 -0.00731196 -0.0245732 -0.0141466 -0.00462416 -0.0260188 0.000633471 0.0168365 -0.00342943 0.0162141 0.00732288
internal_weight=0 242.344 183.407 38.6613 144.746 100.216 58.9373 18.561 40.3763 31.3438 10.019 21.3248 17.3293 68.1905 63.6161 19.5819 44.0343 10.9371 33.0971 28.3852 44.5302 7.12659 12.4425 32.0251 21.3321 3.68165 26.0466 37.4341 9.79298 7.79437
internal_count=6379 6007 4493 2824 1669 956 1514 339 1175 1074 478 596 624 648 606 172 434 133 301 267 713 372 125 308 2200 128 238 542 164 144
is_linear=0
shrinkage=0.05


Tree=221
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=222
num_leaves=31
num_cat=0
split_feature=8 8 2 0 2 5 2 0 0 0 0 4 6 0 6 10 6 6 10 6 6 1 1 1 1 2 3 0 1 4
split_gain=1.6647 1.4909 1.79982 1.68305 1.79494 1.71161 1.49041 1.6169 1.7033 1.46886 2.05402 1.60809 1.40985 1.40455 2.51202 1.68635 1.64166 2.21818 1.44549 1.70228 2.25105 1.76485 1.56101 1.39508 1.33261 1.27926 1.36622 1.2064 1.20436 1.38737
threshold=1.0000000180025095e-35 5.5000000000000009 90.500000000000014 8426.5000000000018 71.500000000000014 3.5000000000000004 52.500000000000007 4750.5000000000009 3326.0000000000005 4382.5000000000009 3108.5000000000005 0.9255000000000001 30307.000000000004 2135.5000000000005 34506.000000000007 46.500000000000007 2209.5000000000005 1438.6500000000003 39.500000000000007 13725.500000000002 2676.5000000000005 0.74800000000000011 0.51650000000000007 0.5485000000000001 0.81850000000000012 45.500000000000007 1522.0000000000002 5230.0000000000009 0.90100000000000013 0.9125000000000002
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=-1 2 3 4 5 6 12 8 23 10 11 13 -2 14 15 -7 17 -15 19 20 22 25 -18 -8 -9 -22 -27 -6 29 -29
right_child=1 -3 -4 -5 27 9 7 24 -10 -11 -12 -13 -14 16 -16 -17 18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.02643003085040932 -0.0124805509530644 -0.042295839774546387 0.033598158105556837 -0.023987744320337165 0.033462394648054408 0.0046311885865462001 0.030554330877206961 -0.029894465789808006 0.034365182713432467 -0.016547372097540643 0.034104990037811693 0.022791816044003613 0.015593484510123774 0.013705872193056313 -0.042088597102521025 0.02962723566820169 0.061751375665026392 -0.039748206260026231 -0.020178055899949282 0.046026125902479897 -0.03722229127847957 0.028986595828076101 0.0041816366816341492 -0.0084698561377857581 0.013752821504684569 0.016334967526287821 -0.023428091472055216 0.0251075947892015 -0.023774460871341496 -0.018361721782221414
leaf_weight=5.8993418589234343 60.122654410544783 2.1103599006310096 3.9010805699508628 7.4757008757442227 6.0110215236200046 43.09457231592387 3.0681840996258023 5.1754290887620291 5.8084390845615408 9.055773157393558 5.5279458933509877 9.1712538504507375 4.8313948144204906 2.720461165532468 2.5729038119316092 8.0001488225534541 2.2218616455793478 6.7716958429664373 7.1626702877692869 2.3338127173483363 4.5007223263382903 2.6697213551960877 2.5050622972194105 9.031941704452036 2.641214388422668 4.1511421734467131 4.5042343998793513 7.3557821158319694 2.6423736643046132 2.4458987424150109
leaf_count=256 709 35 665 88 1606 617 27 72 292 235 528 311 44 22 26 128 13 68 58 37 39 34 30 125 27 36 29 181 24 17
internal_value=0 -0.000455484 -8.36636e-05 -0.000646207 0.000125556 -0.00120259 -0.00635827 0.00382748 0.012109 0.00279448 0.00441767 0.00281473 -0.0103924 0.000849091 0.0061175 0.00854494 -0.00630146 -0.0244282 -0.000575457 0.00555945 0.000964366 -0.00807907 0.0312419 0.00142536 -0.0151462 -0.0156007 -0.00435762 0.0150689 0.006184 0.0142603
internal_weight=0 239.585 237.475 233.574 226.098 207.643 90.6793 25.7252 17.9086 116.964 107.908 102.38 64.954 93.209 53.6676 51.0947 39.5414 9.49216 30.0492 22.8866 20.5527 15.8258 4.72692 12.1001 7.81664 13.1561 8.65538 18.4551 12.4441 9.80168
internal_count=6379 6123 6088 5423 5335 3507 1296 543 444 2211 1976 1448 753 1137 771 745 366 90 276 218 181 138 43 152 99 104 65 1828 222 198
is_linear=0
shrinkage=0.05


Tree=223
num_leaves=31
num_cat=0
split_feature=8 8 2 0 2 5 2 0 0 0 0 4 6 0 6 10 6 6 10 6 6 1 1 1 1 2 3 0 1 4
split_gain=1.6647 1.4909 1.79982 1.68305 1.79494 1.71161 1.49041 1.6169 1.7033 1.46886 2.05402 1.60809 1.40985 1.40455 2.51202 1.68635 1.64166 2.21818 1.44549 1.70228 2.25105 1.76485 1.56101 1.39508 1.33261 1.27926 1.36622 1.2064 1.20436 1.38737
threshold=1.0000000180025095e-35 5.5000000000000009 90.500000000000014 8426.5000000000018 71.500000000000014 3.5000000000000004 52.500000000000007 4750.5000000000009 3326.0000000000005 4382.5000000000009 3108.5000000000005 0.9255000000000001 30307.000000000004 2135.5000000000005 34506.000000000007 46.500000000000007 2209.5000000000005 1438.6500000000003 39.500000000000007 13725.500000000002 2676.5000000000005 0.74800000000000011 0.51650000000000007 0.5485000000000001 0.81850000000000012 45.500000000000007 1522.0000000000002 5230.0000000000009 0.90100000000000013 0.9125000000000002
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=-1 2 3 4 5 6 12 8 23 10 11 13 -2 14 15 -7 17 -15 19 20 22 25 -18 -8 -9 -22 -27 -6 29 -29
right_child=1 -3 -4 -5 27 9 7 24 -10 -11 -12 -13 -14 16 -16 -17 18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.02643003085040932 0.0124805509530644 0.042295839774546387 -0.033598158105556837 0.023987744320337165 -0.033462394648054408 -0.0046311885865462001 -0.030554330877206961 0.029894465789808006 -0.034365182713432467 0.016547372097540643 -0.034104990037811693 -0.022791816044003613 -0.015593484510123774 -0.013705872193056313 0.042088597102521025 -0.02962723566820169 -0.061751375665026392 0.039748206260026231 0.020178055899949282 -0.046026125902479897 0.03722229127847957 -0.028986595828076101 -0.0041816366816341492 0.0084698561377857581 -0.013752821504684569 -0.016334967526287821 0.023428091472055216 -0.0251075947892015 0.023774460871341496 0.018361721782221414
leaf_weight=5.8993418589234343 60.122654410544783 2.1103599006310096 3.9010805699508628 7.4757008757442227 6.0110215236200046 43.09457231592387 3.0681840996258023 5.1754290887620291 5.8084390845615408 9.055773157393558 5.5279458933509877 9.1712538504507375 4.8313948144204906 2.720461165532468 2.5729038119316092 8.0001488225534541 2.2218616455793478 6.7716958429664373 7.1626702877692869 2.3338127173483363 4.5007223263382903 2.6697213551960877 2.5050622972194105 9.031941704452036 2.641214388422668 4.1511421734467131 4.5042343998793513 7.3557821158319694 2.6423736643046132 2.4458987424150109
leaf_count=256 709 35 665 88 1606 617 27 72 292 235 528 311 44 22 26 128 13 68 58 37 39 34 30 125 27 36 29 181 24 17
internal_value=0 0.000455484 8.36636e-05 0.000646207 -0.000125556 0.00120259 0.00635827 -0.00382748 -0.012109 -0.00279448 -0.00441767 -0.00281473 0.0103924 -0.000849091 -0.0061175 -0.00854494 0.00630146 0.0244282 0.000575457 -0.00555945 -0.000964366 0.00807907 -0.0312419 -0.00142536 0.0151462 0.0156007 0.00435762 -0.0150689 -0.006184 -0.0142603
internal_weight=0 239.585 237.475 233.574 226.098 207.643 90.6793 25.7252 17.9086 116.964 107.908 102.38 64.954 93.209 53.6676 51.0947 39.5414 9.49216 30.0492 22.8866 20.5527 15.8258 4.72692 12.1001 7.81664 13.1561 8.65538 18.4551 12.4441 9.80168
internal_count=6379 6123 6088 5423 5335 3507 1296 543 444 2211 1976 1448 753 1137 771 745 366 90 276 218 181 138 43 152 99 104 65 1828 222 198
is_linear=0
shrinkage=0.05


Tree=224
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=225
num_leaves=31
num_cat=0
split_feature=3 3 6 7 5 3 3 6 9 9 9 4 1 4 4 10 0 1 1 1 6 9 6 0 2 5 0 0 2 1
split_gain=1.5722 2.50707 1.56671 1.69029 1.25177 1.13515 1.36851 2.35467 1.06995 1.40469 1.20341 1.14716 1.05899 1.05726 1.15588 1.38053 1.01002 0.987469 0.958275 0.925038 0.916731 1.14339 0.949819 1.22099 1.9368 0.949078 1.4472 1.0896 0.949783 0.918673
threshold=969.50000000000011 2233.5000000000005 1488.5000000000002 2.5000000000000004 5.5000000000000009 850.50000000000011 701.50000000000011 31523.500000000004 0.87150000000000005 0.52250000000000008 0.51950000000000018 0.39850000000000008 0.49050000000000005 0.68350000000000011 0.51950000000000018 38.500000000000007 1189.0000000000002 0.8175 0.90100000000000013 0.32200000000000006 8686.5000000000018 0.79250000000000009 14444.000000000002 1605.5000000000002 54.500000000000007 2.5000000000000004 3624.0000000000005 2152.5000000000005 45.500000000000007 0.51650000000000007
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=4 2 -2 8 5 6 -1 17 9 10 11 -4 19 14 -6 -16 -7 -8 -19 -3 21 25 23 -22 -25 26 -5 -27 -29 -28
right_child=1 12 3 20 13 16 7 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 22 -23 -24 24 -26 27 29 28 -30 -31
leaf_value=-0.0063826364182705047 -0.037746991384964401 0.00673683166350656 -0.021278367529884962 -0.038927593876308321 -0.006008845630104398 -0.080914262715456264 0.030638041834967124 -0.065345010959905803 -0.022110536285019605 0.040333236399745759 -0.069871115415095192 0.019764651244678653 -0.00096739861535745689 -0.0027390962553483166 0.049954100649121744 0.0012219393738412722 -0.018426509786173766 -0.049599567933449301 0.026226677302848986 -0.028004416438322122 0.021844289929929119 -0.013072561213371922 0.0066027083638324621 -0.041966099588902017 0.034370650722593661 0.034407520836858926 -0.040816167555141003 -0.01372631511357579 0.019595869434136493 0.038958072246886771
leaf_weight=86.414900647825561 1.6997405635192979 2.5435719452798349 1.8376016179099739 1.9044103100895946 2.8846674154046941 0.7078041546046715 6.6577745821559766 0.84997935220599252 1.5135321577545244 7.2325399089604607 0.40753231127746303 23.155545184621587 31.436892551835626 11.136582344537599 3.9950274548027664 2.2842620986048132 7.4868776451330632 0.84911228180862941 0.81813802802935243 7.7665651456918567 1.4790553029160927 4.5676454161293796 7.3954736653249711 4.8824759274721146 1.0013267276808617 7.2266784412786391 0.46346977795474265 3.163972710259257 6.5975269014015794 1.6305647857952861
leaf_count=1515 28 21 18 20 28 5 159 14 30 595 9 1274 547 274 71 32 206 24 33 68 27 90 269 39 115 204 9 23 514 118
internal_value=0 0.00431973 0.00971778 0.0108013 -0.00374325 -0.0059643 -0.00443325 0.013927 0.0189866 0.0208927 0.0153573 0.016747 -0.00552793 0.0076117 0.0201906 0.0322265 -0.0238238 0.0220207 -0.0123908 -0.0194335 0.0038679 0.00959794 -0.00605374 -0.0187663 -0.0289748 0.0145321 -0.00738475 0.0196906 0.00879523 0.0213017
internal_weight=0 117.906 76.1591 74.4594 124.085 103.785 95.5899 9.175 34.1468 32.6332 25.4007 24.9931 41.747 20.3005 9.16396 6.27929 8.19468 8.32502 1.66725 10.3101 40.3126 25.5543 14.7583 7.36286 5.8838 20.9866 3.99844 16.9882 9.7615 2.09403
internal_count=6379 4018 3382 3354 2361 1956 1745 230 1926 1896 1301 1292 636 405 131 103 211 216 57 89 1428 978 450 181 154 888 147 741 537 127
is_linear=0
shrinkage=0.05


Tree=226
num_leaves=31
num_cat=0
split_feature=3 3 6 7 5 3 3 6 9 9 9 4 1 4 4 10 0 1 1 1 6 9 6 0 2 5 0 0 2 1
split_gain=1.5722 2.50707 1.56671 1.69029 1.25177 1.13515 1.36851 2.35467 1.06995 1.40469 1.20341 1.14716 1.05899 1.05726 1.15588 1.38053 1.01002 0.987469 0.958275 0.925038 0.916731 1.14339 0.949819 1.22099 1.9368 0.949078 1.4472 1.0896 0.949783 0.918673
threshold=969.50000000000011 2233.5000000000005 1488.5000000000002 2.5000000000000004 5.5000000000000009 850.50000000000011 701.50000000000011 31523.500000000004 0.87150000000000005 0.52250000000000008 0.51950000000000018 0.39850000000000008 0.49050000000000005 0.68350000000000011 0.51950000000000018 38.500000000000007 1189.0000000000002 0.8175 0.90100000000000013 0.32200000000000006 8686.5000000000018 0.79250000000000009 14444.000000000002 1605.5000000000002 54.500000000000007 2.5000000000000004 3624.0000000000005 2152.5000000000005 45.500000000000007 0.51650000000000007
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=4 2 -2 8 5 6 -1 17 9 10 11 -4 19 14 -6 -16 -7 -8 -19 -3 21 25 23 -22 -25 26 -5 -27 -29 -28
right_child=1 12 3 20 13 16 7 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 22 -23 -24 24 -26 27 29 28 -30 -31
leaf_value=0.0063826364182705047 0.037746991384964401 -0.00673683166350656 0.021278367529884962 0.038927593876308321 0.006008845630104398 0.080914262715456264 -0.030638041834967124 0.065345010959905803 0.022110536285019605 -0.040333236399745759 0.069871115415095192 -0.019764651244678653 0.00096739861535745689 0.0027390962553483166 -0.049954100649121744 -0.0012219393738412722 0.018426509786173766 0.049599567933449301 -0.026226677302848986 0.028004416438322122 -0.021844289929929119 0.013072561213371922 -0.0066027083638324621 0.041966099588902017 -0.034370650722593661 -0.034407520836858926 0.040816167555141003 0.01372631511357579 -0.019595869434136493 -0.038958072246886771
leaf_weight=86.414900647825561 1.6997405635192979 2.5435719452798349 1.8376016179099739 1.9044103100895946 2.8846674154046941 0.7078041546046715 6.6577745821559766 0.84997935220599252 1.5135321577545244 7.2325399089604607 0.40753231127746303 23.155545184621587 31.436892551835626 11.136582344537599 3.9950274548027664 2.2842620986048132 7.4868776451330632 0.84911228180862941 0.81813802802935243 7.7665651456918567 1.4790553029160927 4.5676454161293796 7.3954736653249711 4.8824759274721146 1.0013267276808617 7.2266784412786391 0.46346977795474265 3.163972710259257 6.5975269014015794 1.6305647857952861
leaf_count=1515 28 21 18 20 28 5 159 14 30 595 9 1274 547 274 71 32 206 24 33 68 27 90 269 39 115 204 9 23 514 118
internal_value=0 -0.00431973 -0.00971778 -0.0108013 0.00374325 0.0059643 0.00443325 -0.013927 -0.0189866 -0.0208927 -0.0153573 -0.016747 0.00552793 -0.0076117 -0.0201906 -0.0322265 0.0238238 -0.0220207 0.0123908 0.0194335 -0.0038679 -0.00959794 0.00605374 0.0187663 0.0289748 -0.0145321 0.00738475 -0.0196906 -0.00879523 -0.0213017
internal_weight=0 117.906 76.1591 74.4594 124.085 103.785 95.5899 9.175 34.1468 32.6332 25.4007 24.9931 41.747 20.3005 9.16396 6.27929 8.19468 8.32502 1.66725 10.3101 40.3126 25.5543 14.7583 7.36286 5.8838 20.9866 3.99844 16.9882 9.7615 2.09403
internal_count=6379 4018 3382 3354 2361 1956 1745 230 1926 1896 1301 1292 636 405 131 103 211 216 57 89 1428 978 450 181 154 888 147 741 537 127
is_linear=0
shrinkage=0.05


Tree=227
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=228
num_leaves=31
num_cat=0
split_feature=4 4 0 0 0 6 6 4 0 6 10 4 0 10 5 4 4 0 0 2 0 4 2 10 1 10 1 4 2 3
split_gain=1.55728 1.46025 2.86555 1.96142 1.84298 1.65471 3.13068 2.05768 1.84561 2.06415 2.1157 1.63819 2.25891 1.5649 1.49304 1.42806 1.42537 1.35658 3.0241 1.44278 1.50307 1.64623 1.507 1.24423 1.21278 1.79057 1.19765 1.16677 1.232 1.11832
threshold=1.0595000000000001 0.83350000000000002 2908.0000000000005 5778.5000000000009 1873.5000000000002 2448.5000000000005 2661.0000000000005 0.63850000000000018 2473.5000000000005 5199.5000000000009 36.500000000000007 0.53850000000000009 1148.0000000000002 27.500000000000004 3.5000000000000004 0.60250000000000015 0.68550000000000011 2370.0000000000005 1717.5000000000002 52.500000000000007 4499.0000000000009 0.84250000000000014 74.500000000000014 34.500000000000007 0.54250000000000009 33.500000000000007 0.39200000000000007 0.50150000000000017 55.500000000000007 860.50000000000011
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=1 2 4 27 11 -6 -7 23 13 -10 -11 24 16 -9 15 -5 -13 18 29 -19 21 -21 -22 -8 -1 -26 -2 28 -4 -3
right_child=26 17 3 14 5 6 7 8 9 10 -12 12 -14 -15 -16 -17 -18 19 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0081908739351105892 -0.039570698293016605 -0.028155127835647734 -0.05478007844469162 -0.035911588440807281 -0.017811574175888283 0.046125748876954052 -0.00072707372779611619 0.040689493808095153 -0.040990875959765777 0.034040641592533734 -0.039185572078402571 0.018061442642167996 0.021897038125097155 0.0060026544297542388 -0.025397891798626338 0.016111486103137139 -0.033183376494649489 -0.030959316232196384 0.027940100984002222 -0.044429269880681709 -0.027600219670510212 0.016977729682909396 -0.00025622623943686288 -0.022304258239291806 -0.029156836300125877 0.028481893446071018 0.030569892017478659 0.030713958679570427 0.015164920185798521 0.0051466206087247583
leaf_weight=23.182789911981676 0.67504946514964004 5.8359859576448816 0.81838507391512694 1.496219574939462 22.626724714413285 3.2057060312945387 10.720368223497646 4.0699363530147883 3.9830365951638651 2.8599825678393245 1.5057565653696654 2.2047006837092367 21.187639388721436 16.17137720878236 3.9102179014589629 11.146616034675388 3.5290061412379146 8.5310802431777102 7.5312416870146981 1.2587432363070572 11.198138205334546 8.2110890385229123 9.1609747309703362 17.732333307154477 1.7610757038928557 5.7363643860444427 6.1822933699004352 16.052269806154072 2.7285610933322459 4.4381634942255914
leaf_count=208 6 64 9 24 239 30 88 45 46 47 13 39 490 149 103 497 43 100 142 33 190 439 401 134 20 78 382 2072 119 129
internal_value=0 -0.0005106 0.00172246 0.0142763 -0.00150832 -0.00628287 -0.00195319 -0.00465515 0.0048184 -0.0149622 0.0087847 0.00536114 0.0143627 0.0129772 0.00160367 0.0099548 -0.0134789 -0.00753314 0.00387255 -0.0128273 -0.0076415 0.00881543 -0.0152963 -0.0141744 -0.00253754 0.0149431 0.0236651 0.0249794 -0.000973454 -0.0137696
internal_weight=0 232.794 176.629 36.1523 140.477 82.8752 60.2485 57.0428 28.5901 8.34878 4.36574 57.6016 26.9213 20.2413 16.5531 12.6428 5.73371 56.1654 17.8054 38.36 29.8289 9.46983 20.3591 28.4527 30.6802 7.49744 6.85734 19.5992 3.54695 10.2741
internal_count=6379 5991 4493 2824 1669 791 552 522 300 106 60 878 572 194 624 521 82 1498 335 1163 1063 472 591 222 306 98 388 2200 128 193
is_linear=0
shrinkage=0.05


Tree=229
num_leaves=31
num_cat=0
split_feature=4 4 0 0 0 6 6 4 0 6 10 4 0 10 5 4 4 0 0 2 0 4 2 10 1 10 1 4 2 3
split_gain=1.55728 1.46025 2.86555 1.96142 1.84298 1.65471 3.13068 2.05768 1.84561 2.06415 2.1157 1.63819 2.25891 1.5649 1.49304 1.42806 1.42537 1.35658 3.0241 1.44278 1.50307 1.64623 1.507 1.24423 1.21278 1.79057 1.19765 1.16677 1.232 1.11832
threshold=1.0595000000000001 0.83350000000000002 2908.0000000000005 5778.5000000000009 1873.5000000000002 2448.5000000000005 2661.0000000000005 0.63850000000000018 2473.5000000000005 5199.5000000000009 36.500000000000007 0.53850000000000009 1148.0000000000002 27.500000000000004 3.5000000000000004 0.60250000000000015 0.68550000000000011 2370.0000000000005 1717.5000000000002 52.500000000000007 4499.0000000000009 0.84250000000000014 74.500000000000014 34.500000000000007 0.54250000000000009 33.500000000000007 0.39200000000000007 0.50150000000000017 55.500000000000007 860.50000000000011
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=1 2 4 27 11 -6 -7 23 13 -10 -11 24 16 -9 15 -5 -13 18 29 -19 21 -21 -22 -8 -1 -26 -2 28 -4 -3
right_child=26 17 3 14 5 6 7 8 9 10 -12 12 -14 -15 -16 -17 -18 19 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0081908739351105892 0.039570698293016605 0.028155127835647734 0.05478007844469162 0.035911588440807281 0.017811574175888283 -0.046125748876954052 0.00072707372779611619 -0.040689493808095153 0.040990875959765777 -0.034040641592533734 0.039185572078402571 -0.018061442642167996 -0.021897038125097155 -0.0060026544297542388 0.025397891798626338 -0.016111486103137139 0.033183376494649489 0.030959316232196384 -0.027940100984002222 0.044429269880681709 0.027600219670510212 -0.016977729682909396 0.00025622623943686288 0.022304258239291806 0.029156836300125877 -0.028481893446071018 -0.030569892017478659 -0.030713958679570427 -0.015164920185798521 -0.0051466206087247583
leaf_weight=23.182789911981676 0.67504946514964004 5.8359859576448816 0.81838507391512694 1.496219574939462 22.626724714413285 3.2057060312945387 10.720368223497646 4.0699363530147883 3.9830365951638651 2.8599825678393245 1.5057565653696654 2.2047006837092367 21.187639388721436 16.17137720878236 3.9102179014589629 11.146616034675388 3.5290061412379146 8.5310802431777102 7.5312416870146981 1.2587432363070572 11.198138205334546 8.2110890385229123 9.1609747309703362 17.732333307154477 1.7610757038928557 5.7363643860444427 6.1822933699004352 16.052269806154072 2.7285610933322459 4.4381634942255914
leaf_count=208 6 64 9 24 239 30 88 45 46 47 13 39 490 149 103 497 43 100 142 33 190 439 401 134 20 78 382 2072 119 129
internal_value=0 0.0005106 -0.00172246 -0.0142763 0.00150832 0.00628287 0.00195319 0.00465515 -0.0048184 0.0149622 -0.0087847 -0.00536114 -0.0143627 -0.0129772 -0.00160367 -0.0099548 0.0134789 0.00753314 -0.00387255 0.0128273 0.0076415 -0.00881543 0.0152963 0.0141744 0.00253754 -0.0149431 -0.0236651 -0.0249794 0.000973454 0.0137696
internal_weight=0 232.794 176.629 36.1523 140.477 82.8752 60.2485 57.0428 28.5901 8.34878 4.36574 57.6016 26.9213 20.2413 16.5531 12.6428 5.73371 56.1654 17.8054 38.36 29.8289 9.46983 20.3591 28.4527 30.6802 7.49744 6.85734 19.5992 3.54695 10.2741
internal_count=6379 5991 4493 2824 1669 791 552 522 300 106 60 878 572 194 624 521 82 1498 335 1163 1063 472 591 222 306 98 388 2200 128 193
is_linear=0
shrinkage=0.05


Tree=230
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=231
num_leaves=31
num_cat=0
split_feature=8 9 3 9 7 10 1 10 0 2 0 10 4 3 3 4 4 5 6 6 10 6 4 0 10 4 3 0 8 0
split_gain=1.53851 1.22 1.23111 1.52977 1.69364 1.40837 1.15092 1.36904 1.33448 1.60601 1.33187 1.20786 1.17131 1.14601 1.1369 1.1354 2.41823 1.53225 1.47009 1.21731 1.76612 1.80562 1.21429 1.1316 1.08591 1.02815 1.2475 1.33238 1.02633 1.02281
threshold=2.5000000000000004 0.054500000000000007 2380.0000000000005 0.82350000000000001 3.5000000000000004 34.500000000000007 0.59800000000000009 30.500000000000004 1644.5000000000002 44.500000000000007 1189.0000000000002 23.500000000000004 0.53850000000000009 478.50000000000006 2439.5000000000005 0.75950000000000017 0.74050000000000005 5.5000000000000009 1656.5000000000002 3471.5000000000005 33.500000000000007 7934.0000000000009 0.76450000000000007 1758.5000000000002 40.500000000000007 0.51450000000000007 1639.5000000000002 1535.5000000000002 3.5000000000000004 2118.5000000000005
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=6 15 3 4 13 -6 7 23 10 -10 -9 -8 -12 -3 -4 16 17 19 -17 -2 21 -21 -20 -1 -11 26 27 -15 -19 -26
right_child=1 2 14 -5 5 -7 11 8 9 24 12 -13 -14 25 -16 18 -18 28 22 20 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.012661351279668543 -0.025511874961519538 -0.035362275170285638 -0.037451818203528012 -0.023185322375872505 0.027726943644697129 -0.031724880527982099 -0.014994861233859775 -0.019023673766596461 -0.032204141957192588 -0.012952853248731001 0.0033433129345666747 0.012525253336654121 0.045139144897688901 0.030887764834352901 -0.0044780456710241754 0.018371536103802901 0.036595292380617393 -0.0031492827116953699 -0.072642419473875577 0.050573090503616663 -0.013400324628977799 -0.0046337857449903199 -0.019015224098400202 0.026340118631218358 0.0526339262950744 0.015146045458351076 0.028548159021920223 -0.023591269887412152 0.035811405495964656 -0.00063785537163889251
leaf_weight=2.5709106568247062 10.41717461007647 1.3453456698916841 3.046637624967846 4.5052228837739667 1.2808209410868574 4.4820206924341619 4.3552131501492104 3.0558721562847513 7.493634105660024 8.32571298338007 4.0563821769319475 47.169368485920131 2.8568507642485201 1.3838504906743745 18.413074726238847 2.534268370363864 3.4728138395585111 3.6952221393585196 1.1209693143609936 2.5172480042092529 16.372078864835203 3.5981616377830505 18.09680754924193 6.7240266449516639 1.4325908804312342 37.908157938858494 2.354022198356688 5.9379722806625068 3.1154977360274643 2.4283453158568591
leaf_count=31 169 26 32 79 38 108 153 36 105 241 51 2308 80 23 212 56 39 55 13 27 204 56 357 115 17 1521 43 62 27 95
internal_value=0 -0.00300643 0.00110042 0.0048197 0.00712659 -0.0185114 0.0052961 -0.00119067 -0.0064396 -0.0139893 0.00846452 0.0101991 0.0206152 0.0101462 -0.00915934 -0.00810723 -0.00341527 -0.00691389 -0.017423 -0.011382 -0.00483643 0.0180907 -0.0221433 0.0155526 -0.00278894 0.0114329 -0.00311469 -0.0132945 0.0146729 0.0191285
internal_weight=0 145.597 80.6571 59.1974 54.6922 5.76284 90.4689 38.9443 29.6494 19.6803 9.96911 51.5246 6.91323 48.9293 21.4597 64.9402 43.1882 39.7154 21.752 32.9047 22.4875 6.11541 19.2178 9.29494 12.1866 47.584 9.67584 7.32182 6.81072 3.86094
internal_count=6379 3147 2144 1900 1821 146 3232 771 625 458 167 2461 131 1675 244 1003 577 538 426 456 287 83 370 146 353 1649 128 85 82 112
is_linear=0
shrinkage=0.05


Tree=232
num_leaves=31
num_cat=0
split_feature=8 9 3 9 7 10 1 10 0 2 0 10 4 3 3 4 4 5 6 6 10 6 4 0 10 4 3 0 8 0
split_gain=1.53851 1.22 1.23111 1.52977 1.69364 1.40837 1.15092 1.36904 1.33448 1.60601 1.33187 1.20786 1.17131 1.14601 1.1369 1.1354 2.41823 1.53225 1.47009 1.21731 1.76612 1.80562 1.21429 1.1316 1.08591 1.02815 1.2475 1.33238 1.02633 1.02281
threshold=2.5000000000000004 0.054500000000000007 2380.0000000000005 0.82350000000000001 3.5000000000000004 34.500000000000007 0.59800000000000009 30.500000000000004 1644.5000000000002 44.500000000000007 1189.0000000000002 23.500000000000004 0.53850000000000009 478.50000000000006 2439.5000000000005 0.75950000000000017 0.74050000000000005 5.5000000000000009 1656.5000000000002 3471.5000000000005 33.500000000000007 7934.0000000000009 0.76450000000000007 1758.5000000000002 40.500000000000007 0.51450000000000007 1639.5000000000002 1535.5000000000002 3.5000000000000004 2118.5000000000005
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=6 15 3 4 13 -6 7 23 10 -10 -9 -8 -12 -3 -4 16 17 19 -17 -2 21 -21 -20 -1 -11 26 27 -15 -19 -26
right_child=1 2 14 -5 5 -7 11 8 9 24 12 -13 -14 25 -16 18 -18 28 22 20 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.012661351279668543 0.025511874961519538 0.035362275170285638 0.037451818203528012 0.023185322375872505 -0.027726943644697129 0.031724880527982099 0.014994861233859775 0.019023673766596461 0.032204141957192588 0.012952853248731001 -0.0033433129345666747 -0.012525253336654121 -0.045139144897688901 -0.030887764834352901 0.0044780456710241754 -0.018371536103802901 -0.036595292380617393 0.0031492827116953699 0.072642419473875577 -0.050573090503616663 0.013400324628977799 0.0046337857449903199 0.019015224098400202 -0.026340118631218358 -0.0526339262950744 -0.015146045458351076 -0.028548159021920223 0.023591269887412152 -0.035811405495964656 0.00063785537163889251
leaf_weight=2.5709106568247062 10.41717461007647 1.3453456698916841 3.046637624967846 4.5052228837739667 1.2808209410868574 4.4820206924341619 4.3552131501492104 3.0558721562847513 7.493634105660024 8.32571298338007 4.0563821769319475 47.169368485920131 2.8568507642485201 1.3838504906743745 18.413074726238847 2.534268370363864 3.4728138395585111 3.6952221393585196 1.1209693143609936 2.5172480042092529 16.372078864835203 3.5981616377830505 18.09680754924193 6.7240266449516639 1.4325908804312342 37.908157938858494 2.354022198356688 5.9379722806625068 3.1154977360274643 2.4283453158568591
leaf_count=31 169 26 32 79 38 108 153 36 105 241 51 2308 80 23 212 56 39 55 13 27 204 56 357 115 17 1521 43 62 27 95
internal_value=0 0.00300643 -0.00110042 -0.0048197 -0.00712659 0.0185114 -0.0052961 0.00119067 0.0064396 0.0139893 -0.00846452 -0.0101991 -0.0206152 -0.0101462 0.00915934 0.00810723 0.00341527 0.00691389 0.017423 0.011382 0.00483643 -0.0180907 0.0221433 -0.0155526 0.00278894 -0.0114329 0.00311469 0.0132945 -0.0146729 -0.0191285
internal_weight=0 145.597 80.6571 59.1974 54.6922 5.76284 90.4689 38.9443 29.6494 19.6803 9.96911 51.5246 6.91323 48.9293 21.4597 64.9402 43.1882 39.7154 21.752 32.9047 22.4875 6.11541 19.2178 9.29494 12.1866 47.584 9.67584 7.32182 6.81072 3.86094
internal_count=6379 3147 2144 1900 1821 146 3232 771 625 458 167 2461 131 1675 244 1003 577 538 426 456 287 83 370 146 353 1649 128 85 82 112
is_linear=0
shrinkage=0.05


Tree=233
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=234
num_leaves=31
num_cat=0
split_feature=4 0 0 2 5 0 0 6 0 6 4 7 1 4 0 1 10 4 4 2 0 7 10 4 4 6 6 10 4 5
split_gain=1.43679 1.34559 2.04133 1.82879 1.67767 1.34708 1.84206 1.20495 1.99469 2.20038 1.42546 1.23171 1.09089 1.08845 1.0872 1.07938 1.10868 1.4487 1.33904 1.06757 1.56602 1.86721 1.54947 1.38837 1.14625 1.26476 1.05413 1.59206 1.22983 1.05703
threshold=1.0645000000000002 12859.000000000002 8426.5000000000018 71.500000000000014 3.5000000000000004 4382.5000000000009 3108.5000000000005 2190.5000000000005 2279.5000000000005 1438.6500000000003 0.9255000000000001 2.5000000000000004 0.39200000000000007 0.88950000000000007 5230.0000000000009 0.69450000000000001 45.500000000000007 0.60250000000000015 0.74550000000000016 52.500000000000007 2241.0000000000005 3.5000000000000004 25.500000000000004 0.83350000000000002 0.52950000000000019 21153.000000000004 30307.000000000004 28.500000000000004 0.43250000000000005 1.5000000000000002
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=1 2 3 4 19 6 7 8 11 -10 -9 -6 -2 -7 -5 -16 17 -17 -19 20 21 22 -1 24 -21 -26 27 -24 -29 -30
right_child=12 -3 -4 14 5 13 -8 10 9 -11 -12 -13 -14 -15 15 16 -18 18 -20 23 -22 -23 26 -25 25 -27 -28 28 29 -31
leaf_value=-0.03055498036009606 -0.038922924864874212 0.033830514340590201 -0.026522942390483775 0.033452638634550926 0.020346727846871374 0.0034511417557111269 0.033890833027912147 0.0037968714527639893 0.015389683506997334 -0.04061855665322836 0.031442813197207917 -0.01244845518774302 0.030803427924728267 -0.031559392813885208 0.030329769632479228 -0.043943188249960297 -0.03635223193740935 0.05226644615628423 0.0012332948306535852 -0.017312494775775008 -0.024108141317000346 -0.034643444926789828 0.036770070597765513 -0.017615458629133472 0.022650032814367175 -0.014048799552377662 0.025969089197904562 -0.026089243043094779 -0.036714208159777079 0.0026201631305073549
leaf_weight=4.3194972421042612 0.62320830393582483 2.8217175283934912 7.5209089091513297 5.5946915865642977 6.3988750672433543 4.0043099999893439 4.980293563916347 72.846531879389659 2.3889351207762939 6.5939863091334701 4.9814907477702937 5.1813459438271821 5.6157328393310308 4.9820237257517874 3.5738315086346111 1.1817141398787478 1.8753242364618925 1.8351800369564442 4.2904324771370739 3.2938613342121306 15.16518896166235 4.9570544073358169 2.4852308966219416 6.5009402718860647 11.758016206673345 2.9334056810475877 3.8175673615187398 5.5785753428936031 1.8395163426175738 23.887203705497086
leaf_count=47 6 427 138 1727 67 189 532 1012 20 70 124 55 366 51 196 8 18 49 63 50 200 49 27 133 301 45 31 56 38 284
internal_value=0 -0.000482688 -0.000913457 -2.68697e-05 -0.00142034 0.0026097 0.0042239 0.00272224 -0.00804239 -0.0257236 0.00556639 0.00567316 0.0238385 -0.0159587 0.0150759 0.00701625 -0.00205723 0.00674411 0.0165224 -0.00665292 -0.0101416 -0.00562401 -0.00219307 0.00218762 0.00934562 0.0153225 0.00106445 -0.00174921 -0.00480714 -0.00019233
internal_weight=0 227.588 224.766 217.245 198.894 112.358 103.371 98.3912 20.5631 8.98292 77.828 11.5802 6.23894 8.98633 18.3512 12.7565 9.18265 7.30733 6.12561 86.5361 62.0498 46.8846 41.9276 24.4862 17.9853 14.6914 37.6081 33.7905 31.3053 25.7267
internal_count=6379 6007 5580 5442 3381 2120 1880 1348 212 90 1136 122 372 240 2061 334 138 120 112 1261 732 532 483 529 396 346 436 405 378 322
is_linear=0
shrinkage=0.05


Tree=235
num_leaves=31
num_cat=0
split_feature=4 0 0 2 5 0 0 6 0 6 4 7 1 4 0 1 10 4 4 2 0 7 10 4 4 6 6 10 4 5
split_gain=1.43679 1.34559 2.04133 1.82879 1.67767 1.34708 1.84206 1.20495 1.99469 2.20038 1.42546 1.23171 1.09089 1.08845 1.0872 1.07938 1.10868 1.4487 1.33904 1.06757 1.56602 1.86721 1.54947 1.38837 1.14625 1.26476 1.05413 1.59206 1.22983 1.05703
threshold=1.0645000000000002 12859.000000000002 8426.5000000000018 71.500000000000014 3.5000000000000004 4382.5000000000009 3108.5000000000005 2190.5000000000005 2279.5000000000005 1438.6500000000003 0.9255000000000001 2.5000000000000004 0.39200000000000007 0.88950000000000007 5230.0000000000009 0.69450000000000001 45.500000000000007 0.60250000000000015 0.74550000000000016 52.500000000000007 2241.0000000000005 3.5000000000000004 25.500000000000004 0.83350000000000002 0.52950000000000019 21153.000000000004 30307.000000000004 28.500000000000004 0.43250000000000005 1.5000000000000002
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=1 2 3 4 19 6 7 8 11 -10 -9 -6 -2 -7 -5 -16 17 -17 -19 20 21 22 -1 24 -21 -26 27 -24 -29 -30
right_child=12 -3 -4 14 5 13 -8 10 9 -11 -12 -13 -14 -15 15 16 -18 18 -20 23 -22 -23 26 -25 25 -27 -28 28 29 -31
leaf_value=0.03055498036009606 0.038922924864874212 -0.033830514340590201 0.026522942390483775 -0.033452638634550926 -0.020346727846871374 -0.0034511417557111269 -0.033890833027912147 -0.0037968714527639893 -0.015389683506997334 0.04061855665322836 -0.031442813197207917 0.01244845518774302 -0.030803427924728267 0.031559392813885208 -0.030329769632479228 0.043943188249960297 0.03635223193740935 -0.05226644615628423 -0.0012332948306535852 0.017312494775775008 0.024108141317000346 0.034643444926789828 -0.036770070597765513 0.017615458629133472 -0.022650032814367175 0.014048799552377662 -0.025969089197904562 0.026089243043094779 0.036714208159777079 -0.0026201631305073549
leaf_weight=4.3194972421042612 0.62320830393582483 2.8217175283934912 7.5209089091513297 5.5946915865642977 6.3988750672433543 4.0043099999893439 4.980293563916347 72.846531879389659 2.3889351207762939 6.5939863091334701 4.9814907477702937 5.1813459438271821 5.6157328393310308 4.9820237257517874 3.5738315086346111 1.1817141398787478 1.8753242364618925 1.8351800369564442 4.2904324771370739 3.2938613342121306 15.16518896166235 4.9570544073358169 2.4852308966219416 6.5009402718860647 11.758016206673345 2.9334056810475877 3.8175673615187398 5.5785753428936031 1.8395163426175738 23.887203705497086
leaf_count=47 6 427 138 1727 67 189 532 1012 20 70 124 55 366 51 196 8 18 49 63 50 200 49 27 133 301 45 31 56 38 284
internal_value=0 0.000482688 0.000913457 2.68697e-05 0.00142034 -0.0026097 -0.0042239 -0.00272224 0.00804239 0.0257236 -0.00556639 -0.00567316 -0.0238385 0.0159587 -0.0150759 -0.00701625 0.00205723 -0.00674411 -0.0165224 0.00665292 0.0101416 0.00562401 0.00219307 -0.00218762 -0.00934562 -0.0153225 -0.00106445 0.00174921 0.00480714 0.00019233
internal_weight=0 227.588 224.766 217.245 198.894 112.358 103.371 98.3912 20.5631 8.98292 77.828 11.5802 6.23894 8.98633 18.3512 12.7565 9.18265 7.30733 6.12561 86.5361 62.0498 46.8846 41.9276 24.4862 17.9853 14.6914 37.6081 33.7905 31.3053 25.7267
internal_count=6379 6007 5580 5442 3381 2120 1880 1348 212 90 1136 122 372 240 2061 334 138 120 112 1261 732 532 483 529 396 346 436 405 378 322
is_linear=0
shrinkage=0.05


Tree=236
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=237
num_leaves=31
num_cat=0
split_feature=8 0 8 2 0 4 2 0 9 1 7 2 10 4 2 0 4 3 10 4 0 0 4 1 1 6 10 6 9 3
split_gain=1.34519 1.36403 1.33427 1.48174 1.44087 1.31157 1.16651 1.22256 1.63547 1.34255 1.31532 1.24928 1.15705 1.052 0.999668 2.43919 2.00276 1.10986 0.93392 0.922072 1.07948 2.52647 1.95543 1.77527 1.7368 1.5961 1.33013 1.28654 1.15696 1.2048
threshold=1.0000000180025095e-35 921.00000000000011 5.5000000000000009 90.500000000000014 8426.5000000000018 0.29350000000000004 78.500000000000014 1873.5000000000002 0.31250000000000006 1.1450000000000002 3.5000000000000004 32.500000000000007 14.500000000000002 1.0875000000000001 44.500000000000007 2198.5000000000005 0.6755000000000001 1189.5000000000002 45.500000000000007 1.0285000000000002 5778.5000000000009 3326.0000000000005 0.94350000000000012 0.46250000000000008 0.43050000000000005 3304.5000000000005 30.500000000000004 3535.0000000000005 0.58050000000000013 1576.5000000000002
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=-1 -2 3 4 5 -3 7 8 10 11 -7 -9 -13 14 15 16 17 -14 -8 20 21 24 23 -23 -16 26 -26 -27 29 -29
right_child=1 2 -4 -5 -6 6 18 9 -10 -11 -12 12 13 -15 19 -17 -18 -19 -20 -21 -22 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.025000596885356843 -0.028744934539077217 -0.03481730665125065 -0.041269311869449841 0.033566913018313604 -0.022349085363759059 0.0049368661607335825 0.02470997183749039 -0.034875497645656409 0.022702146280989918 0.040635516603858599 -0.022614873493601449 0.035696652307048139 -0.024986317546614623 0.025651270855623909 0.021161644854515715 -0.025268086194529374 0.023868654331325595 0.0055784808888624856 -0.019759134207159475 -0.021998991034482673 -0.016368198658351346 -0.020774817364158385 -0.012571800614602691 0.032086963587622634 0.0024567516049037162 0.043831636518829237 -0.023301913325238656 -0.0055008945914817075 -0.036173850272825041 0.017265988160321048
leaf_weight=5.3239569606957948 4.1738679399713865 2.565968617796897 1.9313734462484706 3.3306665277341372 7.0022447695955625 42.26506362715736 8.1307140586432052 2.9751530911307773 12.129448061576111 1.7999151432886709 4.8265178045257917 1.9929113577818487 6.310668710619213 3.1940659554675213 6.7017316210549316 15.624716811813412 6.5178546588867894 5.6106634908355772 1.3812580729136232 4.830974521697498 8.6291587650775892 1.7961722556501651 4.1773376751225433 13.720788139617069 7.1861361498013165 1.7209419873543108 16.563303546281531 17.181975648738451 2.1251113582402459 8.7805097118252871
leaf_count=256 77 27 35 665 88 615 938 39 377 77 45 33 65 180 63 206 57 42 104 94 83 34 128 1445 71 20 156 229 11 119
internal_value=0 -0.000427766 0.000107032 0.000471813 -3.91175e-05 0.00070928 0.00115143 0.000324301 0.00633002 -0.00226348 0.00211303 -0.00283274 -0.00211415 -0.00269081 -0.00340094 -0.0107332 0.0015831 -0.0106013 0.0182525 -0.000727192 0.000432888 0.00224617 0.0177933 0.0259679 -0.002835 -0.00583771 -0.0155078 0.00186679 -0.000704422 0.00219886
internal_weight=0 225.177 221.003 219.072 215.741 208.739 206.173 196.661 59.221 137.44 47.0916 135.64 132.665 130.672 127.478 34.0639 18.4392 11.9213 9.51197 93.4141 88.5832 79.954 19.6943 15.517 60.2597 53.558 23.7494 29.8085 28.0876 25.9625
internal_count=6379 6123 6046 6011 5346 5258 5231 4189 1037 3152 660 3075 3036 3003 2823 370 164 107 1042 2453 2359 2276 1607 1479 669 606 227 379 359 348
is_linear=0
shrinkage=0.05


Tree=238
num_leaves=31
num_cat=0
split_feature=8 0 8 2 0 4 2 0 9 1 7 2 10 4 2 0 4 3 10 4 0 0 4 1 1 6 10 6 9 3
split_gain=1.34519 1.36403 1.33427 1.48174 1.44087 1.31157 1.16651 1.22256 1.63547 1.34255 1.31532 1.24928 1.15705 1.052 0.999668 2.43919 2.00276 1.10986 0.93392 0.922072 1.07948 2.52647 1.95543 1.77527 1.7368 1.5961 1.33013 1.28654 1.15696 1.2048
threshold=1.0000000180025095e-35 921.00000000000011 5.5000000000000009 90.500000000000014 8426.5000000000018 0.29350000000000004 78.500000000000014 1873.5000000000002 0.31250000000000006 1.1450000000000002 3.5000000000000004 32.500000000000007 14.500000000000002 1.0875000000000001 44.500000000000007 2198.5000000000005 0.6755000000000001 1189.5000000000002 45.500000000000007 1.0285000000000002 5778.5000000000009 3326.0000000000005 0.94350000000000012 0.46250000000000008 0.43050000000000005 3304.5000000000005 30.500000000000004 3535.0000000000005 0.58050000000000013 1576.5000000000002
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=-1 -2 3 4 5 -3 7 8 10 11 -7 -9 -13 14 15 16 17 -14 -8 20 21 24 23 -23 -16 26 -26 -27 29 -29
right_child=1 2 -4 -5 -6 6 18 9 -10 -11 -12 12 13 -15 19 -17 -18 -19 -20 -21 -22 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.025000596885356843 0.028744934539077217 0.03481730665125065 0.041269311869449841 -0.033566913018313604 0.022349085363759059 -0.0049368661607335825 -0.02470997183749039 0.034875497645656409 -0.022702146280989918 -0.040635516603858599 0.022614873493601449 -0.035696652307048139 0.024986317546614623 -0.025651270855623909 -0.021161644854515715 0.025268086194529374 -0.023868654331325595 -0.0055784808888624856 0.019759134207159475 0.021998991034482673 0.016368198658351346 0.020774817364158385 0.012571800614602691 -0.032086963587622634 -0.0024567516049037162 -0.043831636518829237 0.023301913325238656 0.0055008945914817075 0.036173850272825041 -0.017265988160321048
leaf_weight=5.3239569606957948 4.1738679399713865 2.565968617796897 1.9313734462484706 3.3306665277341372 7.0022447695955625 42.26506362715736 8.1307140586432052 2.9751530911307773 12.129448061576111 1.7999151432886709 4.8265178045257917 1.9929113577818487 6.310668710619213 3.1940659554675213 6.7017316210549316 15.624716811813412 6.5178546588867894 5.6106634908355772 1.3812580729136232 4.830974521697498 8.6291587650775892 1.7961722556501651 4.1773376751225433 13.720788139617069 7.1861361498013165 1.7209419873543108 16.563303546281531 17.181975648738451 2.1251113582402459 8.7805097118252871
leaf_count=256 77 27 35 665 88 615 938 39 377 77 45 33 65 180 63 206 57 42 104 94 83 34 128 1445 71 20 156 229 11 119
internal_value=0 0.000427766 -0.000107032 -0.000471813 3.91175e-05 -0.00070928 -0.00115143 -0.000324301 -0.00633002 0.00226348 -0.00211303 0.00283274 0.00211415 0.00269081 0.00340094 0.0107332 -0.0015831 0.0106013 -0.0182525 0.000727192 -0.000432888 -0.00224617 -0.0177933 -0.0259679 0.002835 0.00583771 0.0155078 -0.00186679 0.000704422 -0.00219886
internal_weight=0 225.177 221.003 219.072 215.741 208.739 206.173 196.661 59.221 137.44 47.0916 135.64 132.665 130.672 127.478 34.0639 18.4392 11.9213 9.51197 93.4141 88.5832 79.954 19.6943 15.517 60.2597 53.558 23.7494 29.8085 28.0876 25.9625
internal_count=6379 6123 6046 6011 5346 5258 5231 4189 1037 3152 660 3075 3036 3003 2823 370 164 107 1042 2453 2359 2276 1607 1479 669 606 227 379 359 348
is_linear=0
shrinkage=0.05


Tree=239
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=240
num_leaves=31
num_cat=0
split_feature=3 3 2 0 9 3 7 10 0 10 8 4 5 10 3 3 2 6 6 6 3 7 5 0 2 6 6 4 1 4
split_gain=1.26519 1.74325 1.10862 1.54006 1.17141 1.03134 0.996344 2.00881 1.05685 1.3611 1.1717 1.16469 0.976885 1.06414 0.877904 1.21375 1.20423 1.07133 1.58603 1.00231 0.876317 0.903619 0.8643 0.854288 1.1397 0.87546 1.38231 1.35699 1.61643 1.03416
threshold=609.50000000000011 2371.5000000000005 80.500000000000014 8294.0000000000018 0.023500000000000004 1.0000000180025095e-35 2.5000000000000004 25.500000000000004 1580.5000000000002 28.500000000000004 1.5000000000000002 0.69550000000000012 3.5000000000000004 22.500000000000004 1960.5000000000002 2088.5000000000005 52.500000000000007 8686.5000000000018 2402.5000000000005 2364.5000000000005 437.00000000000006 1.5000000000000002 3.5000000000000004 1067.5000000000002 27.500000000000004 14949.500000000002 13385.500000000002 0.60550000000000004 0.37350000000000005 0.83350000000000002
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=5 2 3 4 -2 23 7 12 11 -10 -11 -8 -6 -14 16 -16 17 18 -12 -18 -7 -22 -20 -1 -25 26 29 -27 -29 -26
right_child=1 -3 -4 -5 6 20 8 -9 9 10 14 -13 13 -15 15 -17 19 -19 22 -21 21 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=-0.030171520147956623 -0.078608193665113485 -0.0062298745869166046 0.026754077707753822 -0.042843736837786972 -0.030335566197731659 -0.041890402059625756 0.029973450215025739 0.017427649858116491 0.024788156968116641 0.022036539958672802 -0.030413006616092825 -0.0079285069273219502 0.03001718318038106 -0.029979471071270115 0.044263144837768005 -0.0087155279939994858 0.037069201630508183 -0.035353886977862951 -0.014134990122030018 -0.0050869897989716476 0.039314998650154177 -0.018288417128283798 0.021952232560213256 0.029986593102986198 0.0020058093528234969 -0.035757026448732326 0.050596967192128167 0.070562954520781859 -0.0090944399287612842 -0.012275139619834216
leaf_weight=2.740722155198454 0.40497731848154117 35.051817517261952 6.484113607206381 1.6277803890407074 3.5855169493006533 3.1814362704753867 5.9876413801684958 33.549105832935311 4.2764924197690553 3.5656193434260777 5.3191222669556826 3.0640973707195371 1.9931849946733566 1.1746045632753519 1.7815993573749427 2.7496383341494948 1.8166529649170096 6.3693420058116308 2.9574597459286451 6.2988924793899059 0.8354314207099377 3.6785945100709796 3.7796654184348881 2.7276843027211717 50.413620845647529 4.8324690919835112 1.2934854102786619 0.69475024193525126 7.6434902884066105 16.935416858410463
leaf_count=59 10 477 1149 16 55 55 129 1521 179 161 48 87 67 45 48 61 112 52 32 350 21 89 60 26 871 55 32 5 185 322
internal_value=0 0.00332402 0.00678406 0.00535011 0.0062348 -0.00424526 0.00662406 0.0124193 0.00175473 -0.00182474 -0.00511043 0.0171433 -0.012461 0.00777065 -0.0082256 0.0121147 -0.0116982 -0.0187665 -0.0100033 0.00434961 -0.0217924 -0.00762749 0.00611068 -0.00269816 -0.00180751 -0.00286754 -0.000601931 -0.0146753 -0.00245731 -0.00158524
internal_weight=0 131.837 96.7855 90.3014 88.6736 94.9771 88.2686 40.3024 47.9662 38.9145 34.638 9.05174 6.75331 3.16779 31.0724 4.53124 26.5411 18.4256 12.0562 8.11555 7.69546 4.51403 6.73713 87.2816 84.5409 81.8132 68.6425 13.1707 8.33824 67.349
internal_count=6379 4659 4182 3033 3017 1720 3007 1688 1319 1103 924 216 167 112 763 109 654 192 140 462 165 110 92 1555 1496 1470 1225 245 190 1193
is_linear=0
shrinkage=0.05


Tree=241
num_leaves=31
num_cat=0
split_feature=3 3 2 0 9 3 7 10 0 10 8 4 5 10 3 3 2 6 6 6 3 7 5 0 2 6 6 4 1 4
split_gain=1.26519 1.74325 1.10862 1.54006 1.17141 1.03134 0.996344 2.00881 1.05685 1.3611 1.1717 1.16469 0.976885 1.06414 0.877904 1.21375 1.20423 1.07133 1.58603 1.00231 0.876317 0.903619 0.8643 0.854288 1.1397 0.87546 1.38231 1.35699 1.61643 1.03416
threshold=609.50000000000011 2371.5000000000005 80.500000000000014 8294.0000000000018 0.023500000000000004 1.0000000180025095e-35 2.5000000000000004 25.500000000000004 1580.5000000000002 28.500000000000004 1.5000000000000002 0.69550000000000012 3.5000000000000004 22.500000000000004 1960.5000000000002 2088.5000000000005 52.500000000000007 8686.5000000000018 2402.5000000000005 2364.5000000000005 437.00000000000006 1.5000000000000002 3.5000000000000004 1067.5000000000002 27.500000000000004 14949.500000000002 13385.500000000002 0.60550000000000004 0.37350000000000005 0.83350000000000002
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=5 2 3 4 -2 23 7 12 11 -10 -11 -8 -6 -14 16 -16 17 18 -12 -18 -7 -22 -20 -1 -25 26 29 -27 -29 -26
right_child=1 -3 -4 -5 6 20 8 -9 9 10 14 -13 13 -15 15 -17 19 -19 22 -21 21 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=0.030171520147956623 0.078608193665113485 0.0062298745869166046 -0.026754077707753822 0.042843736837786972 0.030335566197731659 0.041890402059625756 -0.029973450215025739 -0.017427649858116491 -0.024788156968116641 -0.022036539958672802 0.030413006616092825 0.0079285069273219502 -0.03001718318038106 0.029979471071270115 -0.044263144837768005 0.0087155279939994858 -0.037069201630508183 0.035353886977862951 0.014134990122030018 0.0050869897989716476 -0.039314998650154177 0.018288417128283798 -0.021952232560213256 -0.029986593102986198 -0.0020058093528234969 0.035757026448732326 -0.050596967192128167 -0.070562954520781859 0.0090944399287612842 0.012275139619834216
leaf_weight=2.740722155198454 0.40497731848154117 35.051817517261952 6.484113607206381 1.6277803890407074 3.5855169493006533 3.1814362704753867 5.9876413801684958 33.549105832935311 4.2764924197690553 3.5656193434260777 5.3191222669556826 3.0640973707195371 1.9931849946733566 1.1746045632753519 1.7815993573749427 2.7496383341494948 1.8166529649170096 6.3693420058116308 2.9574597459286451 6.2988924793899059 0.8354314207099377 3.6785945100709796 3.7796654184348881 2.7276843027211717 50.413620845647529 4.8324690919835112 1.2934854102786619 0.69475024193525126 7.6434902884066105 16.935416858410463
leaf_count=59 10 477 1149 16 55 55 129 1521 179 161 48 87 67 45 48 61 112 52 32 350 21 89 60 26 871 55 32 5 185 322
internal_value=0 -0.00332402 -0.00678406 -0.00535011 -0.0062348 0.00424526 -0.00662406 -0.0124193 -0.00175473 0.00182474 0.00511043 -0.0171433 0.012461 -0.00777065 0.0082256 -0.0121147 0.0116982 0.0187665 0.0100033 -0.00434961 0.0217924 0.00762749 -0.00611068 0.00269816 0.00180751 0.00286754 0.000601931 0.0146753 0.00245731 0.00158524
internal_weight=0 131.837 96.7855 90.3014 88.6736 94.9771 88.2686 40.3024 47.9662 38.9145 34.638 9.05174 6.75331 3.16779 31.0724 4.53124 26.5411 18.4256 12.0562 8.11555 7.69546 4.51403 6.73713 87.2816 84.5409 81.8132 68.6425 13.1707 8.33824 67.349
internal_count=6379 4659 4182 3033 3017 1720 3007 1688 1319 1103 924 216 167 112 763 109 654 192 140 462 165 110 92 1555 1496 1470 1225 245 190 1193
is_linear=0
shrinkage=0.05


Tree=242
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=243
num_leaves=31
num_cat=0
split_feature=4 0 7 7 10 1 2 3 0 10 2 0 1 10 8 4 0 9 4 4 6 9 3 0 0 0 1 5 5 1
split_gain=1.28764 1.18795 1.21529 1.29287 1.5087 1.52119 1.56831 1.95752 1.22598 1.58084 1.62066 2.04866 1.5961 1.54467 1.66718 1.35155 1.79906 1.2818 1.20147 1.19152 1.11013 1.08343 1.5759 1.04324 1.19523 3.94712 1.56793 1.51058 1.26975 1.16086
threshold=1.0595000000000001 921.00000000000011 1.5000000000000002 1.0000000180025095e-35 20.500000000000004 0.5375000000000002 37.500000000000007 780.50000000000011 1551.5000000000002 20.500000000000004 44.500000000000007 2198.5000000000005 0.49050000000000005 44.500000000000007 2.5000000000000004 0.95550000000000013 4499.0000000000009 0.69350000000000012 0.50150000000000017 0.67250000000000021 4142.5000000000009 0.052500000000000005 2233.5000000000005 1903.5000000000002 3326.0000000000005 5778.5000000000009 0.46250000000000008 2.5000000000000004 3.5000000000000004 0.43700000000000006
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=1 -1 3 -3 -5 6 -6 -8 13 -10 11 12 -11 14 -4 18 -17 19 21 -14 -21 -12 -23 -20 27 26 -26 -25 -27 -29
right_child=-2 2 8 4 5 -7 7 -9 9 10 15 -13 17 -15 -16 16 -18 -19 23 20 -22 22 -24 24 25 28 -28 29 -30 -31
leaf_value=-0.028003114099977962 0.023046406728176379 -0.038180451260243151 0.020351886177223479 -0.011330901104154779 0.024095028629176229 0.026086532585869789 -0.041180117892162846 0.013691941500398132 0.024024548871722531 -0.01682508356968088 -0.036019301801204572 -0.028479729523052832 -0.0095107154244473413 0.038585526766643528 -0.0080917053431993 0.011561109436835975 -0.030382953110410685 0.04340932876049991 0.026433160824643677 -0.0062698752092822489 0.036156517371424807 0.017659482347681922 -0.034812399892919899 -0.030148308777570916 -0.026276909047048953 0.0016568194946942783 0.036423619944914817 0.024981568490943466 -0.030800788128879299 -0.0027992607454616287
leaf_weight=3.8509248169139019 5.9759668797487384 1.4125430975109328 8.6922452698927426 6.2943159604910752 4.6171701229177433 15.380398172768762 3.2827987605705857 3.2191757841501385 5.1277558251749715 16.767033657059073 3.7634087866172177 13.196855270303784 11.5398834287189 3.6761553420219562 12.647958127316086 3.8052824307233077 7.7900418094359338 1.8819936902727921 4.6979044754989436 2.7432565852068356 3.5206030430272222 3.8340577590279281 2.2829334284178913 4.6000995207577935 1.0909197181463266 13.001625265227633 11.589987438521346 4.1977854454889885 3.9221387889701864 36.087719539180398
leaf_count=75 388 16 166 70 63 1051 27 92 148 173 56 209 101 101 166 133 134 25 92 33 79 73 19 58 25 473 1811 39 94 389
internal_value=0 -0.000478191 1.55874e-05 0.0086566 0.010674 0.0159008 0.00181143 -0.0140126 -0.00162235 -0.00327565 -0.00420696 -0.0115995 -0.00548848 0.0086506 0.00349388 -0.000560779 -0.016618 0.0041673 0.00152962 1.91152e-05 0.0175759 -0.0149106 -0.00192364 0.00358088 0.00213965 0.00993829 0.0310296 -0.00300401 -0.00586534 9.55264e-05
internal_weight=0 218.515 214.664 34.2064 32.7939 26.4995 11.1191 6.50197 180.458 155.441 150.314 49.6496 36.4528 25.0164 21.3402 100.664 11.5953 19.6857 89.0686 17.8037 6.26386 9.8804 6.11699 79.1882 74.4903 29.6047 12.6809 44.8856 16.9238 40.2855
internal_count=6379 5991 5916 1319 1303 1233 182 119 4597 4164 4016 620 411 433 332 3396 267 238 3129 213 112 148 92 2981 2889 2403 1836 486 567 428
is_linear=0
shrinkage=0.05


Tree=244
num_leaves=31
num_cat=0
split_feature=4 0 7 7 10 1 2 3 0 10 2 0 1 10 8 4 0 9 4 4 6 9 3 0 0 0 1 5 5 1
split_gain=1.28764 1.18795 1.21529 1.29287 1.5087 1.52119 1.56831 1.95752 1.22598 1.58084 1.62066 2.04866 1.5961 1.54467 1.66718 1.35155 1.79906 1.2818 1.20147 1.19152 1.11013 1.08343 1.5759 1.04324 1.19523 3.94712 1.56793 1.51058 1.26975 1.16086
threshold=1.0595000000000001 921.00000000000011 1.5000000000000002 1.0000000180025095e-35 20.500000000000004 0.5375000000000002 37.500000000000007 780.50000000000011 1551.5000000000002 20.500000000000004 44.500000000000007 2198.5000000000005 0.49050000000000005 44.500000000000007 2.5000000000000004 0.95550000000000013 4499.0000000000009 0.69350000000000012 0.50150000000000017 0.67250000000000021 4142.5000000000009 0.052500000000000005 2233.5000000000005 1903.5000000000002 3326.0000000000005 5778.5000000000009 0.46250000000000008 2.5000000000000004 3.5000000000000004 0.43700000000000006
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=1 -1 3 -3 -5 6 -6 -8 13 -10 11 12 -11 14 -4 18 -17 19 21 -14 -21 -12 -23 -20 27 26 -26 -25 -27 -29
right_child=-2 2 8 4 5 -7 7 -9 9 10 15 -13 17 -15 -16 16 -18 -19 23 20 -22 22 -24 24 25 28 -28 29 -30 -31
leaf_value=0.028003114099977962 -0.023046406728176379 0.038180451260243151 -0.020351886177223479 0.011330901104154779 -0.024095028629176229 -0.026086532585869789 0.041180117892162846 -0.013691941500398132 -0.024024548871722531 0.01682508356968088 0.036019301801204572 0.028479729523052832 0.0095107154244473413 -0.038585526766643528 0.0080917053431993 -0.011561109436835975 0.030382953110410685 -0.04340932876049991 -0.026433160824643677 0.0062698752092822489 -0.036156517371424807 -0.017659482347681922 0.034812399892919899 0.030148308777570916 0.026276909047048953 -0.0016568194946942783 -0.036423619944914817 -0.024981568490943466 0.030800788128879299 0.0027992607454616287
leaf_weight=3.8509248169139019 5.9759668797487384 1.4125430975109328 8.6922452698927426 6.2943159604910752 4.6171701229177433 15.380398172768762 3.2827987605705857 3.2191757841501385 5.1277558251749715 16.767033657059073 3.7634087866172177 13.196855270303784 11.5398834287189 3.6761553420219562 12.647958127316086 3.8052824307233077 7.7900418094359338 1.8819936902727921 4.6979044754989436 2.7432565852068356 3.5206030430272222 3.8340577590279281 2.2829334284178913 4.6000995207577935 1.0909197181463266 13.001625265227633 11.589987438521346 4.1977854454889885 3.9221387889701864 36.087719539180398
leaf_count=75 388 16 166 70 63 1051 27 92 148 173 56 209 101 101 166 133 134 25 92 33 79 73 19 58 25 473 1811 39 94 389
internal_value=0 0.000478191 -1.55874e-05 -0.0086566 -0.010674 -0.0159008 -0.00181143 0.0140126 0.00162235 0.00327565 0.00420696 0.0115995 0.00548848 -0.0086506 -0.00349388 0.000560779 0.016618 -0.0041673 -0.00152962 -1.91152e-05 -0.0175759 0.0149106 0.00192364 -0.00358088 -0.00213965 -0.00993829 -0.0310296 0.00300401 0.00586534 -9.55264e-05
internal_weight=0 218.515 214.664 34.2064 32.7939 26.4995 11.1191 6.50197 180.458 155.441 150.314 49.6496 36.4528 25.0164 21.3402 100.664 11.5953 19.6857 89.0686 17.8037 6.26386 9.8804 6.11699 79.1882 74.4903 29.6047 12.6809 44.8856 16.9238 40.2855
internal_count=6379 5991 5916 1319 1303 1233 182 119 4597 4164 4016 620 411 433 332 3396 267 238 3129 213 112 148 92 2981 2889 2403 1836 486 567 428
is_linear=0
shrinkage=0.05


Tree=245
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=246
num_leaves=31
num_cat=0
split_feature=8 2 0 1 0 2 5 10 10 0 7 3 7 10 10 4 8 1 7 0 10 0 6 0 4 1 4 6 6 3
split_gain=1.16756 1.35517 1.24806 1.28643 1.72514 1.1708 1.14266 1.21036 1.24786 1.54843 1.09622 2.18271 1.05935 1.21647 1.50862 1.15639 1.09434 1.05909 1.16002 1.58369 1.16458 1.11041 1.88874 1.72827 1.65899 2.40687 1.2451 1.10074 1.28875 1.19666
threshold=5.5000000000000009 90.500000000000014 8426.5000000000018 1.1910000000000001 921.00000000000011 71.500000000000014 3.5000000000000004 47.500000000000007 29.500000000000004 2420.5000000000005 2.5000000000000004 1960.5000000000002 3.5000000000000004 25.500000000000004 28.500000000000004 0.58350000000000002 1.0000000180025095e-35 0.64050000000000018 2.5000000000000004 1978.5000000000002 40.500000000000007 1380.0000000000002 19059.000000000004 1717.5000000000002 0.71650000000000003 0.36550000000000005 0.49650000000000005 2704.5000000000005 3535.0000000000005 2132.0000000000005
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=1 2 3 4 -1 6 12 8 9 -8 -11 -12 13 -6 15 -15 -16 21 -19 -20 27 24 23 26 25 -10 -23 -21 -29 -30
right_child=-2 -3 -4 -5 5 -7 7 -9 17 10 11 -13 -14 14 16 -17 -18 18 19 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.03582814455993754 -0.040419126543987549 0.033558719353863224 -0.021306260425632592 0.034056894003517163 -0.020151805105430701 0.013879650319385589 0.023917453638297288 0.019987370561478937 -0.066139457032200893 -0.015434168184880243 0.043571763298407784 -0.044000716480716962 -0.02260404817916014 0.067837787319158391 0.035631058126104093 0.011711552830591145 -0.003850634907815266 0.018175300540703161 0.028103680172784001 -0.024342420193933616 -0.035816896479465107 -0.0080874952290944952 0.024417773578000762 -0.012317805093620808 -0.055309523574626075 0.036359661200475402 0.038900595750814476 0.05467035644181735 0.018599252708695082 -0.0332274570454483
leaf_weight=3.2662525279447427 1.7598093827255059 3.0513917685020706 6.6592971552163354 2.8478496185271061 9.0067485353210923 15.781013225438072 12.067953866673635 9.6655342044541595 0.87376023735850994 6.2531396491685864 2.5713328571291645 0.98377477773465205 7.5452028879662967 1.2581689766375337 1.8095497284084547 3.3915603181812912 58.317337725195102 11.560199914034458 3.3396545823197838 3.3999335444532317 3.364530687686055 2.5695915445685378 5.2799610518850377 30.484048991696909 2.6919106412678957 1.662416042294353 3.1236582105048001 1.3307572237681595 2.9419429752742872 1.7923618205823002
leaf_count=74 35 678 88 160 120 1892 216 202 12 154 69 17 97 12 34 55 918 488 114 72 58 27 67 433 19 48 80 28 91 21
internal_value=0 0.000470787 3.01188e-06 0.000681397 0.00022074 0.000800575 -0.000301494 0.00312015 0.00142704 0.011925 -0.0028304 0.0193386 -0.00475928 -0.00293444 -0.000540485 0.0268987 -0.00266241 -0.00165911 0.00608064 -0.00256647 -0.0105502 -0.00625624 -0.00351787 -0.00759498 -0.0279707 0.00104679 0.017693 -0.00156866 0.0111978 -0.00102184
internal_weight=0 218.891 215.839 209.18 206.332 203.066 187.285 105.956 96.2909 21.8762 9.80825 3.55511 81.3286 73.7834 64.7766 4.64973 60.1269 74.4147 27.7294 16.1692 12.8295 46.6853 41.4573 36.1773 5.22809 2.53618 5.69325 9.465 6.06506 4.7343
internal_count=6379 6344 5666 5578 5418 5344 3452 2216 2014 456 240 86 1236 1139 1019 67 952 1558 872 384 270 686 607 540 79 60 107 212 140 112
is_linear=0
shrinkage=0.05


Tree=247
num_leaves=31
num_cat=0
split_feature=8 2 0 1 0 2 5 10 10 0 7 3 7 10 10 4 8 1 7 0 10 0 6 0 4 1 4 6 6 3
split_gain=1.16756 1.35517 1.24806 1.28643 1.72514 1.1708 1.14266 1.21036 1.24786 1.54843 1.09622 2.18271 1.05935 1.21647 1.50862 1.15639 1.09434 1.05909 1.16002 1.58369 1.16458 1.11041 1.88874 1.72827 1.65899 2.40687 1.2451 1.10074 1.28875 1.19666
threshold=5.5000000000000009 90.500000000000014 8426.5000000000018 1.1910000000000001 921.00000000000011 71.500000000000014 3.5000000000000004 47.500000000000007 29.500000000000004 2420.5000000000005 2.5000000000000004 1960.5000000000002 3.5000000000000004 25.500000000000004 28.500000000000004 0.58350000000000002 1.0000000180025095e-35 0.64050000000000018 2.5000000000000004 1978.5000000000002 40.500000000000007 1380.0000000000002 19059.000000000004 1717.5000000000002 0.71650000000000003 0.36550000000000005 0.49650000000000005 2704.5000000000005 3535.0000000000005 2132.0000000000005
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=1 2 3 4 -1 6 12 8 9 -8 -11 -12 13 -6 15 -15 -16 21 -19 -20 27 24 23 26 25 -10 -23 -21 -29 -30
right_child=-2 -3 -4 -5 5 -7 7 -9 17 10 11 -13 -14 14 16 -17 -18 18 19 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.03582814455993754 0.040419126543987549 -0.033558719353863224 0.021306260425632592 -0.034056894003517163 0.020151805105430701 -0.013879650319385589 -0.023917453638297288 -0.019987370561478937 0.066139457032200893 0.015434168184880243 -0.043571763298407784 0.044000716480716962 0.02260404817916014 -0.067837787319158391 -0.035631058126104093 -0.011711552830591145 0.003850634907815266 -0.018175300540703161 -0.028103680172784001 0.024342420193933616 0.035816896479465107 0.0080874952290944952 -0.024417773578000762 0.012317805093620808 0.055309523574626075 -0.036359661200475402 -0.038900595750814476 -0.05467035644181735 -0.018599252708695082 0.0332274570454483
leaf_weight=3.2662525279447427 1.7598093827255059 3.0513917685020706 6.6592971552163354 2.8478496185271061 9.0067485353210923 15.781013225438072 12.067953866673635 9.6655342044541595 0.87376023735850994 6.2531396491685864 2.5713328571291645 0.98377477773465205 7.5452028879662967 1.2581689766375337 1.8095497284084547 3.3915603181812912 58.317337725195102 11.560199914034458 3.3396545823197838 3.3999335444532317 3.364530687686055 2.5695915445685378 5.2799610518850377 30.484048991696909 2.6919106412678957 1.662416042294353 3.1236582105048001 1.3307572237681595 2.9419429752742872 1.7923618205823002
leaf_count=74 35 678 88 160 120 1892 216 202 12 154 69 17 97 12 34 55 918 488 114 72 58 27 67 433 19 48 80 28 91 21
internal_value=0 -0.000470787 -3.01188e-06 -0.000681397 -0.00022074 -0.000800575 0.000301494 -0.00312015 -0.00142704 -0.011925 0.0028304 -0.0193386 0.00475928 0.00293444 0.000540485 -0.0268987 0.00266241 0.00165911 -0.00608064 0.00256647 0.0105502 0.00625624 0.00351787 0.00759498 0.0279707 -0.00104679 -0.017693 0.00156866 -0.0111978 0.00102184
internal_weight=0 218.891 215.839 209.18 206.332 203.066 187.285 105.956 96.2909 21.8762 9.80825 3.55511 81.3286 73.7834 64.7766 4.64973 60.1269 74.4147 27.7294 16.1692 12.8295 46.6853 41.4573 36.1773 5.22809 2.53618 5.69325 9.465 6.06506 4.7343
internal_count=6379 6344 5666 5578 5418 5344 3452 2216 2014 456 240 86 1236 1139 1019 67 952 1558 872 384 270 686 607 540 79 60 107 212 140 112
is_linear=0
shrinkage=0.05


Tree=248
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=249
num_leaves=31
num_cat=0
split_feature=4 0 0 2 5 0 0 1 0 6 0 6 4 7 1 4 0 0 2 0 4 4 0 0 0 4 5 4 2 6
split_gain=1.14406 1.10406 1.45127 1.31244 1.2983 1.1567 1.563 1.03214 1.0105 0.966988 1.67274 1.96314 1.29238 0.99476 0.940715 1.10741 0.900518 1.19764 1.38819 1.34053 1.08583 1.0221 2.33974 1.78327 2.77316 1.69189 1.29592 1.30254 1.17356 1.0604
threshold=1.0645000000000002 12859.000000000002 8426.5000000000018 71.500000000000014 3.5000000000000004 4382.5000000000009 3108.5000000000005 0.54600000000000015 5230.0000000000009 2190.5000000000005 2279.5000000000005 1438.6500000000003 0.9255000000000001 2.5000000000000004 0.90100000000000013 0.89650000000000019 998.00000000000011 1409.5000000000002 36.500000000000007 1920.5000000000002 0.75750000000000017 0.51050000000000006 2012.0000000000002 3326.0000000000005 4750.5000000000009 0.5485000000000001 2.5000000000000004 0.75150000000000017 41.500000000000007 18733.500000000004
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=1 2 3 4 16 6 9 -2 -5 10 13 -12 -11 -6 15 -10 -1 20 19 -19 -18 28 -23 25 -25 -24 -27 29 -20 -28
right_child=7 -3 -4 8 5 -7 -8 -9 14 12 11 -13 -14 -15 -16 -17 17 18 21 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.031911158408761041 -0.011701208710859147 0.033818842766587948 -0.023480636003772676 0.033445685616940515 0.019089536186489814 -0.015546789757422005 0.033556773135499436 0.036178306314499621 0.023899314705120852 0.0034984094256200783 0.014734181842319977 -0.039426915439455715 0.031117839011634191 -0.011337755561283962 -0.020539367500705893 -0.015681466579689423 0.024570573183296095 -0.013629553973725051 0.0095125064535434498 -0.053642282524242829 -0.010649716472414828 0.021527962074890775 0.027314061223960663 0.036093323497137418 -0.012781970460508905 -0.038724859495991568 0.0082905794436665421 -0.02560430999865998 -0.02987932981218154 -0.033629355272977279
leaf_weight=3.2153928792104116 1.5719830939779047 2.3256830468308172 6.8366018342785528 4.5864139498444301 6.0134620051831025 8.2582864910364133 4.2607939530862486 3.9637484814738855 6.6614976912969706 69.330655709840357 2.3214626144617778 5.9902884163893759 4.5110412773210546 4.8547179671004415 2.6352210557088247 2.4052356714382768 6.021476714871822 9.2188988309353572 2.6138044744729978 2.7081603766418985 3.4376703039743006 9.293579248711465 2.3117411667481091 5.4085266611073148 6.2630951111204922 5.5301745440810945 8.4429807853885013 8.5595719930715841 6.834886618424207 1.8367634182795871
leaf_count=68 27 427 138 1727 67 240 532 345 282 1012 20 70 124 55 29 23 79 97 37 42 35 125 17 283 98 93 91 99 82 15
internal_value=0 -0.000442397 -0.000821175 -6.00252e-05 -0.00124427 0.00241886 0.00394396 0.0225819 0.0135531 0.00258757 -0.0074151 -0.0242998 0.0051857 0.00549794 0.00575646 0.0133993 -0.00597653 -0.00491398 -0.00720054 -0.0227149 0.0117707 -0.00395962 -0.000980499 -0.0064347 0.00986641 -0.0135656 -0.0174435 -0.0111965 -0.0189823 0.000800412
internal_weight=0 212.688 210.362 203.526 187.237 105.541 97.2824 5.53573 16.2884 93.0216 19.1799 8.31175 73.8417 10.8682 11.702 9.06673 81.6967 78.4813 69.0222 11.9271 9.45915 57.0951 47.6464 38.3529 11.6716 26.6812 24.3695 18.8393 9.44869 10.2797
internal_count=6379 6007 5580 5442 3381 2120 1880 372 2061 1348 212 90 1136 122 334 305 1261 1193 1079 139 114 940 821 696 381 315 298 205 119 106
is_linear=0
shrinkage=0.05


Tree=250
num_leaves=31
num_cat=0
split_feature=4 0 0 2 5 0 0 1 0 6 0 6 4 7 1 4 0 0 2 0 4 4 0 0 0 4 5 4 2 6
split_gain=1.14406 1.10406 1.45127 1.31244 1.2983 1.1567 1.563 1.03214 1.0105 0.966988 1.67274 1.96314 1.29238 0.99476 0.940715 1.10741 0.900518 1.19764 1.38819 1.34053 1.08583 1.0221 2.33974 1.78327 2.77316 1.69189 1.29592 1.30254 1.17356 1.0604
threshold=1.0645000000000002 12859.000000000002 8426.5000000000018 71.500000000000014 3.5000000000000004 4382.5000000000009 3108.5000000000005 0.54600000000000015 5230.0000000000009 2190.5000000000005 2279.5000000000005 1438.6500000000003 0.9255000000000001 2.5000000000000004 0.90100000000000013 0.89650000000000019 998.00000000000011 1409.5000000000002 36.500000000000007 1920.5000000000002 0.75750000000000017 0.51050000000000006 2012.0000000000002 3326.0000000000005 4750.5000000000009 0.5485000000000001 2.5000000000000004 0.75150000000000017 41.500000000000007 18733.500000000004
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=1 2 3 4 16 6 9 -2 -5 10 13 -12 -11 -6 15 -10 -1 20 19 -19 -18 28 -23 25 -25 -24 -27 29 -20 -28
right_child=7 -3 -4 8 5 -7 -8 -9 14 12 11 -13 -14 -15 -16 -17 17 18 21 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.031911158408761041 0.011701208710859147 -0.033818842766587948 0.023480636003772676 -0.033445685616940515 -0.019089536186489814 0.015546789757422005 -0.033556773135499436 -0.036178306314499621 -0.023899314705120852 -0.0034984094256200783 -0.014734181842319977 0.039426915439455715 -0.031117839011634191 0.011337755561283962 0.020539367500705893 0.015681466579689423 -0.024570573183296095 0.013629553973725051 -0.0095125064535434498 0.053642282524242829 0.010649716472414828 -0.021527962074890775 -0.027314061223960663 -0.036093323497137418 0.012781970460508905 0.038724859495991568 -0.0082905794436665421 0.02560430999865998 0.02987932981218154 0.033629355272977279
leaf_weight=3.2153928792104116 1.5719830939779047 2.3256830468308172 6.8366018342785528 4.5864139498444301 6.0134620051831025 8.2582864910364133 4.2607939530862486 3.9637484814738855 6.6614976912969706 69.330655709840357 2.3214626144617778 5.9902884163893759 4.5110412773210546 4.8547179671004415 2.6352210557088247 2.4052356714382768 6.021476714871822 9.2188988309353572 2.6138044744729978 2.7081603766418985 3.4376703039743006 9.293579248711465 2.3117411667481091 5.4085266611073148 6.2630951111204922 5.5301745440810945 8.4429807853885013 8.5595719930715841 6.834886618424207 1.8367634182795871
leaf_count=68 27 427 138 1727 67 240 532 345 282 1012 20 70 124 55 29 23 79 97 37 42 35 125 17 283 98 93 91 99 82 15
internal_value=0 0.000442397 0.000821175 6.00252e-05 0.00124427 -0.00241886 -0.00394396 -0.0225819 -0.0135531 -0.00258757 0.0074151 0.0242998 -0.0051857 -0.00549794 -0.00575646 -0.0133993 0.00597653 0.00491398 0.00720054 0.0227149 -0.0117707 0.00395962 0.000980499 0.0064347 -0.00986641 0.0135656 0.0174435 0.0111965 0.0189823 -0.000800412
internal_weight=0 212.688 210.362 203.526 187.237 105.541 97.2824 5.53573 16.2884 93.0216 19.1799 8.31175 73.8417 10.8682 11.702 9.06673 81.6967 78.4813 69.0222 11.9271 9.45915 57.0951 47.6464 38.3529 11.6716 26.6812 24.3695 18.8393 9.44869 10.2797
internal_count=6379 6007 5580 5442 3381 2120 1880 372 2061 1348 212 90 1136 122 334 305 1261 1193 1079 139 114 940 821 696 381 315 298 205 119 106
is_linear=0
shrinkage=0.05


Tree=251
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=252
num_leaves=31
num_cat=0
split_feature=3 3 6 7 4 9 5 0 4 10 4 4 10 10 6 6 4 4 4 8 1 5 2 1 4 8 7 1 0 2
split_gain=1.1387 2.01578 1.42055 1.56838 0.973586 0.980547 0.958584 0.988176 1.35734 0.903139 0.872646 1.15625 1.20397 0.834823 0.811783 1.46179 0.987487 0.948445 1.12403 1.19111 1.08979 0.988017 1.0205 1.17407 0.925079 0.8974 1.14541 1.88874 1.48984 1.07242
threshold=996.50000000000011 2233.5000000000005 1488.5000000000002 2.5000000000000004 0.43250000000000005 0.099500000000000019 2.5000000000000004 3326.0000000000005 0.83350000000000002 17.500000000000004 0.57750000000000001 0.63450000000000017 42.500000000000007 52.500000000000007 1438.6500000000003 1567.5000000000002 0.42150000000000004 0.75950000000000017 0.74950000000000017 3.5000000000000004 0.55150000000000021 5.5000000000000009 52.500000000000007 0.64550000000000007 1.0515000000000001 1.5000000000000002 1.5000000000000002 0.59350000000000003 1476.5000000000002 46.500000000000007
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=6 2 -2 4 5 -4 7 -1 10 -8 -9 -12 -13 -3 16 -16 -11 18 19 25 -19 22 -21 -24 -22 -17 27 -27 -28 -30
right_child=1 13 3 -5 -6 -7 9 8 -10 14 11 12 -14 -15 15 17 -18 20 -20 21 24 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=-0.02685370749964916 -0.039509913531707415 -0.0067825573547776012 -0.046826606618733189 0.0033837184901596633 0.022720246724713615 0.012235264779586322 0.023067145456604991 -0.032566598842272261 -0.025794095739564121 -0.03802804305056328 0.063854308579278721 0.022150100486511722 -0.030300270004522508 0.028797030861764373 -0.039093415502214041 0.018057178555399834 0.016254828065688131 -0.022827664424650469 0.041614977672555148 -0.0066292494232331484 -0.0059091678677248641 0.041471260347976775 0.048898509349252252 -0.0069687225942250616 0.034862624290526771 -0.052131795055531241 0.023190134211108687 0.023774690074739174 -0.020023290489539009 0.0015746672060154964
leaf_weight=8.0061956541612762 1.4502818047767494 36.121076427632943 1.0256260181777208 34.313355755177327 24.719533422030509 2.2321946239098907 3.6863626347621894 1.0743208482163007 4.4886659991461784 0.92297510709613462 1.0584457215154541 3.680272214114666 1.5569721083156762 1.7275139407720406 2.8396879078354678 3.9211094230413428 9.0798436581389961 10.344329192535954 1.6924247108399857 5.9663550420664233 15.708691775565969 2.5164669980294994 2.3204203476198022 1.5812769478652624 1.5264178551733483 3.0478692732285735 4.3660088116303113 1.1208953858586026 10.927668270654978 12.124590883031486
leaf_count=179 25 618 10 1403 1822 42 37 28 95 9 29 161 36 18 75 131 234 129 27 55 479 29 28 36 77 29 49 68 117 304
internal_value=0 0.0039815 0.00940878 0.0105477 0.0193342 -0.00635857 -0.00330483 -0.0132815 -0.0041185 -0.00118957 0.0090829 0.0161901 0.00655721 -0.00515861 -0.00218304 -0.00386206 0.0112461 -0.00256553 0.0015686 0.000153449 -0.00999829 0.0135051 0.00637341 0.0262567 -0.00229824 -0.00450334 -0.00730392 -0.0317221 -0.0035913 -0.00866361
internal_weight=0 101.59 63.741 62.2907 27.9774 3.25782 113.558 19.8649 11.8587 93.6934 7.37001 6.29569 5.23724 37.8486 90.007 80.0042 10.0028 77.1645 49.5851 47.8927 27.5794 12.3845 9.86805 3.9017 17.2351 35.5081 31.587 4.16876 27.4183 23.0523
internal_count=6379 3938 3302 3277 1874 52 2441 528 349 1913 254 226 197 636 1876 1633 243 1558 873 846 685 148 119 64 556 698 567 97 470 421
is_linear=0
shrinkage=0.05


Tree=253
num_leaves=31
num_cat=0
split_feature=3 3 6 7 4 9 5 0 4 10 4 4 10 10 6 6 4 4 4 8 1 5 2 1 4 8 7 1 0 2
split_gain=1.1387 2.01578 1.42055 1.56838 0.973586 0.980547 0.958584 0.988176 1.35734 0.903139 0.872646 1.15625 1.20397 0.834823 0.811783 1.46179 0.987487 0.948445 1.12403 1.19111 1.08979 0.988017 1.0205 1.17407 0.925079 0.8974 1.14541 1.88874 1.48984 1.07242
threshold=996.50000000000011 2233.5000000000005 1488.5000000000002 2.5000000000000004 0.43250000000000005 0.099500000000000019 2.5000000000000004 3326.0000000000005 0.83350000000000002 17.500000000000004 0.57750000000000001 0.63450000000000017 42.500000000000007 52.500000000000007 1438.6500000000003 1567.5000000000002 0.42150000000000004 0.75950000000000017 0.74950000000000017 3.5000000000000004 0.55150000000000021 5.5000000000000009 52.500000000000007 0.64550000000000007 1.0515000000000001 1.5000000000000002 1.5000000000000002 0.59350000000000003 1476.5000000000002 46.500000000000007
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=6 2 -2 4 5 -4 7 -1 10 -8 -9 -12 -13 -3 16 -16 -11 18 19 25 -19 22 -21 -24 -22 -17 27 -27 -28 -30
right_child=1 13 3 -5 -6 -7 9 8 -10 14 11 12 -14 -15 15 17 -18 20 -20 21 24 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=0.02685370749964916 0.039509913531707415 0.0067825573547776012 0.046826606618733189 -0.0033837184901596633 -0.022720246724713615 -0.012235264779586322 -0.023067145456604991 0.032566598842272261 0.025794095739564121 0.03802804305056328 -0.063854308579278721 -0.022150100486511722 0.030300270004522508 -0.028797030861764373 0.039093415502214041 -0.018057178555399834 -0.016254828065688131 0.022827664424650469 -0.041614977672555148 0.0066292494232331484 0.0059091678677248641 -0.041471260347976775 -0.048898509349252252 0.0069687225942250616 -0.034862624290526771 0.052131795055531241 -0.023190134211108687 -0.023774690074739174 0.020023290489539009 -0.0015746672060154964
leaf_weight=8.0061956541612762 1.4502818047767494 36.121076427632943 1.0256260181777208 34.313355755177327 24.719533422030509 2.2321946239098907 3.6863626347621894 1.0743208482163007 4.4886659991461784 0.92297510709613462 1.0584457215154541 3.680272214114666 1.5569721083156762 1.7275139407720406 2.8396879078354678 3.9211094230413428 9.0798436581389961 10.344329192535954 1.6924247108399857 5.9663550420664233 15.708691775565969 2.5164669980294994 2.3204203476198022 1.5812769478652624 1.5264178551733483 3.0478692732285735 4.3660088116303113 1.1208953858586026 10.927668270654978 12.124590883031486
leaf_count=179 25 618 10 1403 1822 42 37 28 95 9 29 161 36 18 75 131 234 129 27 55 479 29 28 36 77 29 49 68 117 304
internal_value=0 -0.0039815 -0.00940878 -0.0105477 -0.0193342 0.00635857 0.00330483 0.0132815 0.0041185 0.00118957 -0.0090829 -0.0161901 -0.00655721 0.00515861 0.00218304 0.00386206 -0.0112461 0.00256553 -0.0015686 -0.000153449 0.00999829 -0.0135051 -0.00637341 -0.0262567 0.00229824 0.00450334 0.00730392 0.0317221 0.0035913 0.00866361
internal_weight=0 101.59 63.741 62.2907 27.9774 3.25782 113.558 19.8649 11.8587 93.6934 7.37001 6.29569 5.23724 37.8486 90.007 80.0042 10.0028 77.1645 49.5851 47.8927 27.5794 12.3845 9.86805 3.9017 17.2351 35.5081 31.587 4.16876 27.4183 23.0523
internal_count=6379 3938 3302 3277 1874 52 2441 528 349 1913 254 226 197 636 1876 1633 243 1558 873 846 685 148 119 64 556 698 567 97 470 421
is_linear=0
shrinkage=0.05


Tree=254
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=255
num_leaves=31
num_cat=0
split_feature=8 2 0 1 0 7 0 5 2 5 1 4 4 10 4 0 7 3 6 0 1 9 6 2 4 3 1 1 9 0
split_gain=1.1083 1.13157 1.07097 1.12856 1.32918 1.09425 1.253 1.40422 1.35968 1.20453 1.14471 1.12243 1.86939 1.04797 1.57417 1.46675 2.24272 1.28215 1.15467 1.15069 1.33642 1.08506 0.990749 0.95641 0.887135 0.856156 1.63353 1.33043 1.29444 1.7415
threshold=4.5000000000000009 90.500000000000014 8426.5000000000018 0.77700000000000014 1067.5000000000002 1.5000000000000002 1551.5000000000002 2.5000000000000004 36.500000000000007 3.5000000000000004 0.40950000000000003 0.7945000000000001 0.43250000000000005 28.500000000000004 0.44150000000000006 2012.0000000000002 2.5000000000000004 2371.5000000000005 2190.5000000000005 3202.5000000000005 0.6160000000000001 0.46550000000000008 5264.5000000000009 73.500000000000014 0.88950000000000007 1076.5000000000002 0.73950000000000016 0.36550000000000005 0.14150000000000001 1627.5000000000002
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=1 2 3 4 -1 25 11 23 9 22 -11 12 -7 15 -15 -10 -17 -18 19 20 21 -16 -9 -8 -25 27 -27 -6 -29 -30
right_child=-2 -3 -4 -5 5 6 7 8 13 10 -12 -13 -14 14 18 16 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.026688697907361326 -0.017015838876354578 0.033533739957304402 -0.01970391559766661 0.0080115794823892843 -0.034306399671625222 -0.011060491975766501 -0.023663238030272139 -0.013641616647399346 0.043577112484518732 -0.027138849434386256 0.014261905540793974 -0.014481253412683468 0.028533312581393744 -0.032970082516126278 -0.024988066677585435 -0.01780915527384723 0.040065293996442035 -0.017399775441869905 0.0033323558638009422 0.03410807638056431 -0.047331579397465344 0.020080720001958638 -0.054843844338474862 0.032472733266990635 -0.025894995134551641 0.031532071918484561 -0.042400116985419276 0.016218989932179038 -0.089081207404760498 0.0038960904314619751
leaf_weight=4.8634422696195534 9.0263827661983651 2.6203173456015056 6.3746665348298839 45.555491650942713 2.0625811368227032 4.2651376207359162 12.834434951655565 3.0315285548567754 3.0927420887164763 2.8208627849817276 4.0910656694322824 3.6496825357899061 9.9028827697038633 3.8340841964818528 3.2821131786331517 5.5585301009705272 4.3046183559345081 1.2532738391309974 47.606626371154562 1.0419198942836363 3.1780909483786672 2.2517084460705519 2.8127545323222876 1.620979379571508 1.0879299017833544 6.8654430338647208 0.8383736005052923 10.80613465385977 0.72599884402006809 1.6442394069163127
leaf_count=100 143 672 87 1848 14 46 238 31 51 24 65 55 184 55 63 120 128 7 1251 201 28 24 17 166 16 431 48 193 7 66
internal_value=0 0.000888115 0.000463078 0.00112275 -0.000978842 -0.000113308 -0.00200411 -0.00410862 -0.00166559 -0.0167625 -0.00263437 0.0102446 0.016614 0.000888383 -0.001952 0.0131211 0.00464775 0.0271072 0.000121308 -0.0155512 -0.0214903 -0.00664961 -0.0334716 -0.0179652 0.00903157 0.00990171 0.0234863 0.0030342 0.00887937 -0.0245827
internal_weight=0 203.878 201.257 194.883 149.327 144.464 121.521 103.703 88.1599 12.7562 6.91193 17.8177 14.168 75.4037 61.1945 14.2092 11.1164 5.55789 57.3605 9.75383 8.71191 5.53382 5.84428 15.5433 2.70891 22.9428 7.70382 15.239 13.1764 2.37024
internal_count=6379 6236 5564 5477 3629 3529 2770 2485 2065 137 89 285 230 1928 1622 306 255 135 1567 316 115 87 48 420 182 759 479 280 266 73
is_linear=0
shrinkage=0.05


Tree=256
num_leaves=31
num_cat=0
split_feature=8 2 0 1 0 7 0 5 2 5 1 4 4 10 4 0 7 3 6 0 1 9 6 2 4 3 1 1 9 0
split_gain=1.1083 1.13157 1.07097 1.12856 1.32918 1.09425 1.253 1.40422 1.35968 1.20453 1.14471 1.12243 1.86939 1.04797 1.57417 1.46675 2.24272 1.28215 1.15467 1.15069 1.33642 1.08506 0.990749 0.95641 0.887135 0.856156 1.63353 1.33043 1.29444 1.7415
threshold=4.5000000000000009 90.500000000000014 8426.5000000000018 0.77700000000000014 1067.5000000000002 1.5000000000000002 1551.5000000000002 2.5000000000000004 36.500000000000007 3.5000000000000004 0.40950000000000003 0.7945000000000001 0.43250000000000005 28.500000000000004 0.44150000000000006 2012.0000000000002 2.5000000000000004 2371.5000000000005 2190.5000000000005 3202.5000000000005 0.6160000000000001 0.46550000000000008 5264.5000000000009 73.500000000000014 0.88950000000000007 1076.5000000000002 0.73950000000000016 0.36550000000000005 0.14150000000000001 1627.5000000000002
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=1 2 3 4 -1 25 11 23 9 22 -11 12 -7 15 -15 -10 -17 -18 19 20 21 -16 -9 -8 -25 27 -27 -6 -29 -30
right_child=-2 -3 -4 -5 5 6 7 8 13 10 -12 -13 -14 14 18 16 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=0.026688697907361326 0.017015838876354578 -0.033533739957304402 0.01970391559766661 -0.0080115794823892843 0.034306399671625222 0.011060491975766501 0.023663238030272139 0.013641616647399346 -0.043577112484518732 0.027138849434386256 -0.014261905540793974 0.014481253412683468 -0.028533312581393744 0.032970082516126278 0.024988066677585435 0.01780915527384723 -0.040065293996442035 0.017399775441869905 -0.0033323558638009422 -0.03410807638056431 0.047331579397465344 -0.020080720001958638 0.054843844338474862 -0.032472733266990635 0.025894995134551641 -0.031532071918484561 0.042400116985419276 -0.016218989932179038 0.089081207404760498 -0.0038960904314619751
leaf_weight=4.8634422696195534 9.0263827661983651 2.6203173456015056 6.3746665348298839 45.555491650942713 2.0625811368227032 4.2651376207359162 12.834434951655565 3.0315285548567754 3.0927420887164763 2.8208627849817276 4.0910656694322824 3.6496825357899061 9.9028827697038633 3.8340841964818528 3.2821131786331517 5.5585301009705272 4.3046183559345081 1.2532738391309974 47.606626371154562 1.0419198942836363 3.1780909483786672 2.2517084460705519 2.8127545323222876 1.620979379571508 1.0879299017833544 6.8654430338647208 0.8383736005052923 10.80613465385977 0.72599884402006809 1.6442394069163127
leaf_count=100 143 672 87 1848 14 46 238 31 51 24 65 55 184 55 63 120 128 7 1251 201 28 24 17 166 16 431 48 193 7 66
internal_value=0 -0.000888115 -0.000463078 -0.00112275 0.000978842 0.000113308 0.00200411 0.00410862 0.00166559 0.0167625 0.00263437 -0.0102446 -0.016614 -0.000888383 0.001952 -0.0131211 -0.00464775 -0.0271072 -0.000121308 0.0155512 0.0214903 0.00664961 0.0334716 0.0179652 -0.00903157 -0.00990171 -0.0234863 -0.0030342 -0.00887937 0.0245827
internal_weight=0 203.878 201.257 194.883 149.327 144.464 121.521 103.703 88.1599 12.7562 6.91193 17.8177 14.168 75.4037 61.1945 14.2092 11.1164 5.55789 57.3605 9.75383 8.71191 5.53382 5.84428 15.5433 2.70891 22.9428 7.70382 15.239 13.1764 2.37024
internal_count=6379 6236 5564 5477 3629 3529 2770 2485 2065 137 89 285 230 1928 1622 306 255 135 1567 316 115 87 48 420 182 759 479 280 266 73
is_linear=0
shrinkage=0.05


Tree=257
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=258
num_leaves=31
num_cat=0
split_feature=8 8 2 4 0 2 0 0 4 5 6 1 1 1 2 4 4 10 0 6 1 6 6 10 4 5 0 3 6 4
split_gain=1.05245 0.986583 1.13926 0.971009 0.958663 1.14568 0.958925 1.9807 2.82775 1.65124 1.57347 1.54196 1.51488 1.44114 1.48872 1.29887 1.9228 1.24357 1.1663 1.4924 1.39922 1.23254 1.22641 1.33347 1.32101 1.11897 1.10683 0.97348 1.02027 1.00495
threshold=1.0000000180025095e-35 5.5000000000000009 90.500000000000014 0.29350000000000004 998.00000000000011 25.500000000000004 5778.5000000000009 3326.0000000000005 0.94350000000000012 2.5000000000000004 13915.000000000002 0.8175 0.46250000000000008 0.92400000000000015 68.500000000000014 0.88950000000000007 0.83850000000000013 46.500000000000007 1920.5000000000002 4716.5000000000009 0.61850000000000016 34506.000000000007 1943.0000000000002 28.500000000000004 0.50650000000000006 5.5000000000000009 4499.0000000000009 1790.5000000000002 6135.0000000000009 0.73050000000000004
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=-1 2 3 -2 -5 -6 7 9 12 10 -7 26 -9 14 -8 16 18 -17 19 22 21 -21 24 -24 -11 -18 -10 28 -16 -30
right_child=1 -3 -4 4 5 6 13 8 11 15 -12 -13 -14 -15 27 17 25 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.02376356790013736 -0.033681269135989476 -0.039556733359783956 0.033528721140358556 -0.020671160755324602 0.028009219939313386 -0.027348036011442051 -0.033111068947877624 -0.018823742232918314 0.033956160063515137 -0.025388589010104434 0.010939181363116364 0.035272164232309354 0.031575491372374913 -0.039269116415815104 -0.028894618943940267 0.019079702042844295 -0.033055268958321712 -0.021324736389686516 -0.0034350816913346635 -0.002942039923683179 0.024610072980806048 -0.045577361138396118 0.069532017934682167 0.020645973322123739 0.020724210752239007 0.012760254335739032 -0.031898015647333494 0.022551210547580556 0.034533692378403272 -0.0090971806563725759
leaf_weight=4.605099235312081 2.1828389782458535 1.5966079479549069 2.4879063420230514 5.5337791037745765 3.6951366625726214 10.310228669084607 3.5317817791365149 1.6635748567059696 0.7334521907614534 2.8330296613276031 3.6275698216632 1.40135302033741 14.370661840366663 3.5543399555608621 3.1705309639219177 14.469645309378395 6.8169755310518649 2.192995228804647 66.677655914565548 16.326314296107746 4.211310423212125 1.8915203073993314 1.6079827030189324 10.528472498990594 3.4377568610943854 1.6565632589627055 4.9054100505309179 4.4306365132797501 2.0485430080443621 3.7097664885222912
leaf_count=256 27 35 665 101 106 172 58 37 107 21 38 109 2296 35 45 462 94 58 710 195 159 14 36 218 35 36 84 71 40 59
internal_value=0 -0.000405547 -9.9141e-05 -0.000514301 -0.000151106 0.000434815 -0.000101149 0.00113158 0.0147482 -0.00101181 -0.0173831 -0.0116671 0.0263465 -0.0103307 -0.00424129 0.000708344 -0.00116693 0.013762 0.000640375 0.00729478 -0.00136441 -0.00736878 0.017846 0.027123 -0.000108731 -0.0240984 -0.0233323 0.00339087 -0.0061168 0.00642469
internal_weight=0 205.604 204.008 201.52 199.337 193.803 190.108 169.662 23.0745 146.588 13.9378 7.04022 16.0342 20.4456 16.8913 132.65 115.988 16.6626 107.514 40.8364 22.4291 18.2178 18.4072 12.1365 6.27079 8.47354 5.63886 13.3595 8.92884 5.75831
internal_count=6379 6123 6088 5423 5396 5295 5189 4881 2633 2248 210 300 2333 308 273 2038 1518 520 1388 678 368 209 310 254 56 130 191 215 144 99
is_linear=0
shrinkage=0.05


Tree=259
num_leaves=31
num_cat=0
split_feature=8 8 2 4 0 2 0 0 4 5 6 1 1 1 2 4 4 10 0 6 1 6 6 10 4 5 0 3 6 4
split_gain=1.05245 0.986583 1.13926 0.971009 0.958663 1.14568 0.958925 1.9807 2.82775 1.65124 1.57347 1.54196 1.51488 1.44114 1.48872 1.29887 1.9228 1.24357 1.1663 1.4924 1.39922 1.23254 1.22641 1.33347 1.32101 1.11897 1.10683 0.97348 1.02027 1.00495
threshold=1.0000000180025095e-35 5.5000000000000009 90.500000000000014 0.29350000000000004 998.00000000000011 25.500000000000004 5778.5000000000009 3326.0000000000005 0.94350000000000012 2.5000000000000004 13915.000000000002 0.8175 0.46250000000000008 0.92400000000000015 68.500000000000014 0.88950000000000007 0.83850000000000013 46.500000000000007 1920.5000000000002 4716.5000000000009 0.61850000000000016 34506.000000000007 1943.0000000000002 28.500000000000004 0.50650000000000006 5.5000000000000009 4499.0000000000009 1790.5000000000002 6135.0000000000009 0.73050000000000004
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=-1 2 3 -2 -5 -6 7 9 12 10 -7 26 -9 14 -8 16 18 -17 19 22 21 -21 24 -24 -11 -18 -10 28 -16 -30
right_child=1 -3 -4 4 5 6 13 8 11 15 -12 -13 -14 -15 27 17 25 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.02376356790013736 0.033681269135989476 0.039556733359783956 -0.033528721140358556 0.020671160755324602 -0.028009219939313386 0.027348036011442051 0.033111068947877624 0.018823742232918314 -0.033956160063515137 0.025388589010104434 -0.010939181363116364 -0.035272164232309354 -0.031575491372374913 0.039269116415815104 0.028894618943940267 -0.019079702042844295 0.033055268958321712 0.021324736389686516 0.0034350816913346635 0.002942039923683179 -0.024610072980806048 0.045577361138396118 -0.069532017934682167 -0.020645973322123739 -0.020724210752239007 -0.012760254335739032 0.031898015647333494 -0.022551210547580556 -0.034533692378403272 0.0090971806563725759
leaf_weight=4.605099235312081 2.1828389782458535 1.5966079479549069 2.4879063420230514 5.5337791037745765 3.6951366625726214 10.310228669084607 3.5317817791365149 1.6635748567059696 0.7334521907614534 2.8330296613276031 3.6275698216632 1.40135302033741 14.370661840366663 3.5543399555608621 3.1705309639219177 14.469645309378395 6.8169755310518649 2.192995228804647 66.677655914565548 16.326314296107746 4.211310423212125 1.8915203073993314 1.6079827030189324 10.528472498990594 3.4377568610943854 1.6565632589627055 4.9054100505309179 4.4306365132797501 2.0485430080443621 3.7097664885222912
leaf_count=256 27 35 665 101 106 172 58 37 107 21 38 109 2296 35 45 462 94 58 710 195 159 14 36 218 35 36 84 71 40 59
internal_value=0 0.000405547 9.9141e-05 0.000514301 0.000151106 -0.000434815 0.000101149 -0.00113158 -0.0147482 0.00101181 0.0173831 0.0116671 -0.0263465 0.0103307 0.00424129 -0.000708344 0.00116693 -0.013762 -0.000640375 -0.00729478 0.00136441 0.00736878 -0.017846 -0.027123 0.000108731 0.0240984 0.0233323 -0.00339087 0.0061168 -0.00642469
internal_weight=0 205.604 204.008 201.52 199.337 193.803 190.108 169.662 23.0745 146.588 13.9378 7.04022 16.0342 20.4456 16.8913 132.65 115.988 16.6626 107.514 40.8364 22.4291 18.2178 18.4072 12.1365 6.27079 8.47354 5.63886 13.3595 8.92884 5.75831
internal_count=6379 6123 6088 5423 5396 5295 5189 4881 2633 2248 210 300 2333 308 273 2038 1518 520 1388 678 368 209 310 254 56 130 191 215 144 99
is_linear=0
shrinkage=0.05


Tree=260
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=261
num_leaves=31
num_cat=0
split_feature=3 3 2 0 3 9 3 3 1 2 0 3 0 4 0 2 7 2 8 9 2 2 9 4 0 5 1 3 0 0
split_gain=1.04617 1.40856 0.915426 1.24226 0.873687 0.799494 0.888784 1.01421 0.783047 0.980079 0.894244 0.77246 0.763724 1.29407 0.736651 0.981245 0.709811 0.681927 1.03688 0.93166 0.790147 0.791443 0.980864 1.08543 0.968253 0.90076 0.938632 0.917608 0.972619 0.764098
threshold=609.50000000000011 2371.5000000000005 80.500000000000014 8294.0000000000018 1.0000000180025095e-35 0.95450000000000002 1965.5000000000002 2088.5000000000005 0.87050000000000016 61.500000000000007 5778.5000000000009 437.00000000000006 2524.0000000000005 0.88950000000000007 1067.5000000000002 28.500000000000004 1.5000000000000002 52.500000000000007 4.5000000000000009 0.032500000000000008 50.500000000000007 46.500000000000007 0.083500000000000019 0.49050000000000005 2370.0000000000005 3.5000000000000004 0.58150000000000002 1513.5000000000002 2118.5000000000005 1325.5000000000002
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=4 2 3 5 14 6 8 -8 9 12 -10 -6 13 17 -1 -16 -13 19 -19 -2 21 22 23 -21 25 26 -24 28 29 -27
right_child=1 -3 -4 -5 11 -7 7 -9 10 -11 -12 16 -14 -15 15 -17 -18 18 -20 20 -22 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.030565577351794018 -0.039541634109294663 -0.0057177291004148851 0.026561627926374783 -0.041643972070087958 -0.041350634861935687 -0.043734948138349494 0.036531711666517745 0.0070507683699939337 0.027153737378656367 0.021577772669041425 -0.023768009232370907 0.038264446662683478 -0.011415170830865976 0.031334075366220966 0.025904562939070272 -0.0029170785354287656 -0.016934542888645761 0.033215572255642416 -0.021743812948114852 -0.010348892092794151 -0.036700005937286395 0.019587051518162393 -0.023593711189135724 0.034673850439968082 -0.041464829459293751 -0.037524258391297943 0.010263367025597651 0.028447582494724684 -0.040052670865827776 0.015579199951199461
leaf_weight=2.287370355334132 1.5556430630385865 32.637211668072268 5.3169516924535847 1.3940280266106118 2.8101357254199675 0.80123400909360398 4.8852021954953653 7.2422824217937887 6.0904893726110449 5.9965145208407185 1.004335358738899 0.70845718181226436 11.113358199130742 3.7535814605653277 3.0748529010452321 74.589228016440757 3.2731348730158061 3.3191772936843327 1.1574681550264356 2.2145009580999639 1.4029869567602862 5.1565543373581013 7.1603445927612537 3.3848626115359366 1.824848799034952 0.81169259431771745 2.8666370180435479 3.3881530754733831 1.4312496967613695 4.0942399764899164
leaf_count=59 12 477 1149 16 55 8 197 269 543 1027 6 21 193 146 35 1461 89 72 4 23 16 59 82 55 19 24 39 121 9 93
internal_value=0 0.00314519 0.00645609 0.00515321 -0.00406217 0.00596204 0.00646069 0.0189263 0.00422853 0.00238943 0.0199453 -0.021279 0.000283409 0.00327065 -0.00259964 -0.00177598 -0.00711281 0.000621851 0.0190054 -0.00171005 3.44458e-05 0.00162842 -0.00177911 0.0168677 -0.00661804 -0.00339867 -0.0139142 0.00744306 -0.00378694 0.00679317
internal_weight=0 120.004 87.3663 82.0494 86.7432 80.6554 79.8541 12.1275 67.7266 60.6318 7.09482 6.79173 54.6353 43.5219 79.9515 77.6641 3.98159 39.7684 4.47665 35.2917 33.7361 32.3331 27.1765 5.59936 21.5772 19.7523 10.027 9.72534 6.33718 4.90593
internal_count=6379 4659 4182 3033 1720 3017 3009 466 2543 1994 549 165 967 774 1555 1496 110 628 76 552 540 524 465 78 387 368 121 247 126 117
is_linear=0
shrinkage=0.05


Tree=262
num_leaves=31
num_cat=0
split_feature=3 3 2 0 3 9 3 3 1 2 0 3 0 4 0 2 7 2 8 9 2 2 9 4 0 5 1 3 0 0
split_gain=1.04617 1.40856 0.915426 1.24226 0.873687 0.799494 0.888784 1.01421 0.783047 0.980079 0.894244 0.77246 0.763724 1.29407 0.736651 0.981245 0.709811 0.681927 1.03688 0.93166 0.790147 0.791443 0.980864 1.08543 0.968253 0.90076 0.938632 0.917608 0.972619 0.764098
threshold=609.50000000000011 2371.5000000000005 80.500000000000014 8294.0000000000018 1.0000000180025095e-35 0.95450000000000002 1965.5000000000002 2088.5000000000005 0.87050000000000016 61.500000000000007 5778.5000000000009 437.00000000000006 2524.0000000000005 0.88950000000000007 1067.5000000000002 28.500000000000004 1.5000000000000002 52.500000000000007 4.5000000000000009 0.032500000000000008 50.500000000000007 46.500000000000007 0.083500000000000019 0.49050000000000005 2370.0000000000005 3.5000000000000004 0.58150000000000002 1513.5000000000002 2118.5000000000005 1325.5000000000002
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=4 2 3 5 14 6 8 -8 9 12 -10 -6 13 17 -1 -16 -13 19 -19 -2 21 22 23 -21 25 26 -24 28 29 -27
right_child=1 -3 -4 -5 11 -7 7 -9 10 -11 -12 16 -14 -15 15 -17 -18 18 -20 20 -22 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.030565577351794018 0.039541634109294663 0.0057177291004148851 -0.026561627926374783 0.041643972070087958 0.041350634861935687 0.043734948138349494 -0.036531711666517745 -0.0070507683699939337 -0.027153737378656367 -0.021577772669041425 0.023768009232370907 -0.038264446662683478 0.011415170830865976 -0.031334075366220966 -0.025904562939070272 0.0029170785354287656 0.016934542888645761 -0.033215572255642416 0.021743812948114852 0.010348892092794151 0.036700005937286395 -0.019587051518162393 0.023593711189135724 -0.034673850439968082 0.041464829459293751 0.037524258391297943 -0.010263367025597651 -0.028447582494724684 0.040052670865827776 -0.015579199951199461
leaf_weight=2.287370355334132 1.5556430630385865 32.637211668072268 5.3169516924535847 1.3940280266106118 2.8101357254199675 0.80123400909360398 4.8852021954953653 7.2422824217937887 6.0904893726110449 5.9965145208407185 1.004335358738899 0.70845718181226436 11.113358199130742 3.7535814605653277 3.0748529010452321 74.589228016440757 3.2731348730158061 3.3191772936843327 1.1574681550264356 2.2145009580999639 1.4029869567602862 5.1565543373581013 7.1603445927612537 3.3848626115359366 1.824848799034952 0.81169259431771745 2.8666370180435479 3.3881530754733831 1.4312496967613695 4.0942399764899164
leaf_count=59 12 477 1149 16 55 8 197 269 543 1027 6 21 193 146 35 1461 89 72 4 23 16 59 82 55 19 24 39 121 9 93
internal_value=0 -0.00314519 -0.00645609 -0.00515321 0.00406217 -0.00596204 -0.00646069 -0.0189263 -0.00422853 -0.00238943 -0.0199453 0.021279 -0.000283409 -0.00327065 0.00259964 0.00177598 0.00711281 -0.000621851 -0.0190054 0.00171005 -3.44458e-05 -0.00162842 0.00177911 -0.0168677 0.00661804 0.00339867 0.0139142 -0.00744306 0.00378694 -0.00679317
internal_weight=0 120.004 87.3663 82.0494 86.7432 80.6554 79.8541 12.1275 67.7266 60.6318 7.09482 6.79173 54.6353 43.5219 79.9515 77.6641 3.98159 39.7684 4.47665 35.2917 33.7361 32.3331 27.1765 5.59936 21.5772 19.7523 10.027 9.72534 6.33718 4.90593
internal_count=6379 4659 4182 3033 1720 3017 3009 466 2543 1994 549 165 967 774 1555 1496 110 628 76 552 540 524 465 78 387 368 121 247 126 117
is_linear=0
shrinkage=0.05


Tree=263
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=264
num_leaves=31
num_cat=0
split_feature=8 9 0 6 3 9 3 3 6 9 0 6 6 6 1 0 7 4 1 10 10 5 1 0 2 1 4 10 3 9
split_gain=0.999717 0.826288 0.943618 0.914798 1.13102 1.18373 1.02575 1.32639 0.894699 1.0538 0.864347 1.153 1.97414 0.836555 1.4065 0.93864 0.816648 1.03763 0.812948 1.13362 1.01763 1.26311 1.04399 1.29359 1.08381 1.04506 0.960922 0.919838 0.878026 0.873864
threshold=2.5000000000000004 0.054500000000000007 1067.5000000000002 19059.000000000004 2217.5000000000005 0.80000000000000016 1534.5000000000002 1522.0000000000002 14949.500000000002 0.21550000000000002 4382.5000000000009 2448.5000000000005 1438.6500000000003 4372.5000000000009 0.44150000000000006 2592.0000000000005 3.5000000000000004 0.51050000000000006 0.59800000000000009 30.500000000000004 40.500000000000007 5.5000000000000009 0.57650000000000012 1644.5000000000002 34.500000000000007 0.40950000000000003 0.86450000000000016 23.500000000000004 2515.5000000000005 0.20350000000000004
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=18 2 -2 4 5 6 7 16 9 -6 11 12 -4 14 -13 -15 17 -3 19 26 21 22 23 25 -24 -21 -1 29 -22 -20
right_child=1 3 10 -5 8 -7 -8 -9 -10 -11 -12 13 -14 15 -16 -17 -18 -19 27 20 28 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.022211147528130637 -0.041258994023335133 -0.012844355725742274 0.0049092897937852518 0.020146561052518164 0.025719215103901662 -0.022977531379153909 0.018734936010806301 -0.064136326931149443 -0.047411538317783324 -0.011782215440550831 -0.018463108246540023 0.04655939493579745 -0.034820295430239637 -0.0068870724300346955 0.002519394237522793 0.021256656908997196 -0.022310355378064157 0.011529833655132618 0.016563263483569565 -0.0099881368642373517 0.012687173273244316 0.015460828618207309 -0.10939980719345627 -0.027436580338932388 -0.015292195424907305 0.043818458276467229 -0.025070591551892174 0.011358245337523179 -0.035921628028899089 -0.032861856162668811
leaf_weight=6.979489616234785 1.94776236033067 5.6739195086993375 6.047951646614818 5.7530425274744621 2.1153522767126622 3.7644982867641366 11.791702080867251 0.75650920334737648 1.5188299897126842 16.368958949926309 10.914323019562287 2.5669356072321516 6.4734247999731451 19.834283132804561 6.1721537525299937 3.4828466044273219 2.8609027776401481 18.947332958108746 1.4303845581598573 2.9255384134594413 8.0565508953295613 3.0379038009559727 0.63715662574395426 8.1941874972544593 0.58855509990826249 1.3049482607748357 1.2701414497569201 39.782017196295783 1.050090558826924 2.3862549737095833
leaf_count=120 44 69 77 160 25 88 652 10 12 257 294 25 114 199 81 169 78 793 68 35 214 74 5 215 43 31 26 2308 8 85
internal_value=0 -0.00261439 -0.00705247 0.00105086 -0.000671107 0.00382812 0.00634896 0.00117691 -0.0105217 -0.00749054 -0.00585183 -0.0027641 -0.0156305 0.00226161 0.0154553 -0.00268328 0.0029748 0.00591285 0.00458772 -0.00120206 -0.00636183 -0.013698 -0.0201874 -0.0158443 -0.0642118 0.0066092 0.0149315 0.00910874 0.00708207 -0.0143385
internal_weight=0 126.991 57.4397 69.551 63.798 43.7949 40.0304 28.2387 20.0031 18.4843 55.4919 44.5776 12.5214 32.0562 8.73909 23.3171 27.4822 24.6213 77.6432 34.0446 25.7949 16.6883 13.6504 12.4247 1.22571 4.23049 8.24963 43.5987 9.10664 3.81664
internal_count=6379 3147 1003 2144 1984 1690 1602 950 294 282 959 665 191 474 106 368 940 862 3232 771 625 403 329 281 48 66 146 2461 222 153
is_linear=0
shrinkage=0.05


Tree=265
num_leaves=31
num_cat=0
split_feature=8 9 0 6 3 9 3 3 6 9 0 6 6 6 1 0 7 4 1 10 10 5 1 0 2 1 4 10 3 9
split_gain=0.999717 0.826288 0.943618 0.914798 1.13102 1.18373 1.02575 1.32639 0.894699 1.0538 0.864347 1.153 1.97414 0.836555 1.4065 0.93864 0.816648 1.03763 0.812948 1.13362 1.01763 1.26311 1.04399 1.29359 1.08381 1.04506 0.960922 0.919838 0.878026 0.873864
threshold=2.5000000000000004 0.054500000000000007 1067.5000000000002 19059.000000000004 2217.5000000000005 0.80000000000000016 1534.5000000000002 1522.0000000000002 14949.500000000002 0.21550000000000002 4382.5000000000009 2448.5000000000005 1438.6500000000003 4372.5000000000009 0.44150000000000006 2592.0000000000005 3.5000000000000004 0.51050000000000006 0.59800000000000009 30.500000000000004 40.500000000000007 5.5000000000000009 0.57650000000000012 1644.5000000000002 34.500000000000007 0.40950000000000003 0.86450000000000016 23.500000000000004 2515.5000000000005 0.20350000000000004
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=18 2 -2 4 5 6 7 16 9 -6 11 12 -4 14 -13 -15 17 -3 19 26 21 22 23 25 -24 -21 -1 29 -22 -20
right_child=1 3 10 -5 8 -7 -8 -9 -10 -11 -12 13 -14 15 -16 -17 -18 -19 27 20 28 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.022211147528130637 0.041258994023335133 0.012844355725742274 -0.0049092897937852518 -0.020146561052518164 -0.025719215103901662 0.022977531379153909 -0.018734936010806301 0.064136326931149443 0.047411538317783324 0.011782215440550831 0.018463108246540023 -0.04655939493579745 0.034820295430239637 0.0068870724300346955 -0.002519394237522793 -0.021256656908997196 0.022310355378064157 -0.011529833655132618 -0.016563263483569565 0.0099881368642373517 -0.012687173273244316 -0.015460828618207309 0.10939980719345627 0.027436580338932388 0.015292195424907305 -0.043818458276467229 0.025070591551892174 -0.011358245337523179 0.035921628028899089 0.032861856162668811
leaf_weight=6.979489616234785 1.94776236033067 5.6739195086993375 6.047951646614818 5.7530425274744621 2.1153522767126622 3.7644982867641366 11.791702080867251 0.75650920334737648 1.5188299897126842 16.368958949926309 10.914323019562287 2.5669356072321516 6.4734247999731451 19.834283132804561 6.1721537525299937 3.4828466044273219 2.8609027776401481 18.947332958108746 1.4303845581598573 2.9255384134594413 8.0565508953295613 3.0379038009559727 0.63715662574395426 8.1941874972544593 0.58855509990826249 1.3049482607748357 1.2701414497569201 39.782017196295783 1.050090558826924 2.3862549737095833
leaf_count=120 44 69 77 160 25 88 652 10 12 257 294 25 114 199 81 169 78 793 68 35 214 74 5 215 43 31 26 2308 8 85
internal_value=0 0.00261439 0.00705247 -0.00105086 0.000671107 -0.00382812 -0.00634896 -0.00117691 0.0105217 0.00749054 0.00585183 0.0027641 0.0156305 -0.00226161 -0.0154553 0.00268328 -0.0029748 -0.00591285 -0.00458772 0.00120206 0.00636183 0.013698 0.0201874 0.0158443 0.0642118 -0.0066092 -0.0149315 -0.00910874 -0.00708207 0.0143385
internal_weight=0 126.991 57.4397 69.551 63.798 43.7949 40.0304 28.2387 20.0031 18.4843 55.4919 44.5776 12.5214 32.0562 8.73909 23.3171 27.4822 24.6213 77.6432 34.0446 25.7949 16.6883 13.6504 12.4247 1.22571 4.23049 8.24963 43.5987 9.10664 3.81664
internal_count=6379 3147 1003 2144 1984 1690 1602 950 294 282 959 665 191 474 106 368 940 862 3232 771 625 403 329 281 48 66 146 2461 222 153
is_linear=0
shrinkage=0.05


Tree=266
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=267
num_leaves=31
num_cat=0
split_feature=4 1 8 2 0 0 1 4 2 0 10 0 6 2 10 10 6 9 1 4 4 6 6 0 4 6 6 3 5 0
split_gain=0.939717 0.986285 0.898011 1.03909 0.881553 0.895216 0.989504 0.901659 0.817633 0.90873 0.864947 0.982699 1.67666 1.38652 1.71238 1.20797 1.19159 1.3171 1.14344 1.12673 0.829567 0.81242 1.98786 1.48439 1.0504 1.2981 1.01738 0.997646 0.921532 1.6843
threshold=1.0875000000000001 0.39200000000000007 5.5000000000000009 90.500000000000014 836.50000000000011 8426.5000000000018 1.1910000000000001 0.29350000000000004 71.500000000000014 5230.0000000000009 14.500000000000002 2012.0000000000002 4716.5000000000009 39.500000000000007 28.500000000000004 43.500000000000007 6981.5000000000009 0.25850000000000006 0.47850000000000004 0.54350000000000021 0.41050000000000003 2430.5000000000005 2661.0000000000005 3108.5000000000005 0.52950000000000019 9207.0000000000018 2364.5000000000005 1253.5000000000002 3.5000000000000004 2135.5000000000005
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=2 -2 3 4 -1 6 7 -6 10 -10 -9 12 13 18 -15 19 17 -14 -12 -16 -18 23 -23 -13 25 -24 -25 -27 -26 -30
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11 11 21 16 14 15 -17 20 -19 -20 -21 -22 22 24 26 28 27 -28 -29 29 -31
leaf_value=-0.03528494253994232 -0.038757005248971188 0.034848844706398645 -0.039019228694318217 0.033519022214027409 -0.033088055057717627 -0.019153075246970491 0.035278590359937377 0.034354715973785914 0.033442431034081364 0.0044385157767572606 -0.0094750021713116868 -0.016899001951595948 -0.030512446279162716 0.063526756920800509 -0.01832092592995134 0.042237592367355747 -0.021375862204174683 0.013034404369893558 0.016059116217401661 0.022344416154971125 0.0046577058027906472 0.029751573980621268 -0.033763287202349369 0.034931465477950195 -0.0080263236463646217 -0.026653695261450411 -0.044118177774392142 0.031322177013879508 0.032176655040284462 -0.0002293720039405488
leaf_weight=1.8005239153280843 0.52811691164970342 3.2922451577614993 1.4909773529507209 2.2760735431220374 2.0251620383933178 5.99728566315025 2.0197949021821833 1.7620406158966933 3.6772390140104099 10.168430677615104 8.5870943523477816 20.544127214699987 6.6226848501246405 2.3797714109532526 3.0023373896256071 3.1130414695944637 3.4575923085212734 2.3534128819592297 8.9583892861846817 3.9370978325605392 26.612226147204638 4.7586730088805771 5.7548047330928949 2.3862925491994242 28.164234140422195 1.2918216632679107 0.49072930321563024 1.7435196749866007 4.6461710683070114 29.268926892022137
leaf_count=51 5 334 35 674 27 88 102 36 1629 226 125 258 83 28 31 42 30 77 220 74 457 104 81 254 477 28 19 38 38 708
internal_value=0 0.0246738 -0.000360771 -6.93703e-05 -0.00046037 -0.000136699 0.000470818 9.22381e-05 0.000458066 0.0121416 -0.000494425 -0.000859776 0.00372015 0.0126138 0.0253883 0.0163595 -0.00310804 -0.019095 0.00356223 0.00475061 0.00166422 -0.00405135 -0.00153137 -0.0121885 -0.00363192 -0.0198088 0.0214481 0.00664802 -0.00134136 0.00421007
internal_weight=0 3.82036 199.29 197.799 195.523 193.723 187.726 185.706 183.681 13.8457 169.835 168.073 69.0236 29.9777 12.4322 10.0525 39.0459 8.9761 17.5455 6.93944 30.0698 99.0493 75.6282 23.4211 70.8695 8.79015 2.87702 3.03534 62.0793 33.9151
internal_count=6379 339 6040 6005 5331 5280 5192 5090 5063 1855 3208 3172 1167 520 175 147 647 160 345 105 487 2005 1474 531 1370 147 273 66 1223 746
is_linear=0
shrinkage=0.05


Tree=268
num_leaves=31
num_cat=0
split_feature=4 1 8 2 0 0 1 4 2 0 10 0 6 2 10 10 6 9 1 4 4 6 6 0 4 6 6 3 5 0
split_gain=0.939717 0.986285 0.898011 1.03909 0.881553 0.895216 0.989504 0.901659 0.817633 0.90873 0.864947 0.982699 1.67666 1.38652 1.71238 1.20797 1.19159 1.3171 1.14344 1.12673 0.829567 0.81242 1.98786 1.48439 1.0504 1.2981 1.01738 0.997646 0.921532 1.6843
threshold=1.0875000000000001 0.39200000000000007 5.5000000000000009 90.500000000000014 836.50000000000011 8426.5000000000018 1.1910000000000001 0.29350000000000004 71.500000000000014 5230.0000000000009 14.500000000000002 2012.0000000000002 4716.5000000000009 39.500000000000007 28.500000000000004 43.500000000000007 6981.5000000000009 0.25850000000000006 0.47850000000000004 0.54350000000000021 0.41050000000000003 2430.5000000000005 2661.0000000000005 3108.5000000000005 0.52950000000000019 9207.0000000000018 2364.5000000000005 1253.5000000000002 3.5000000000000004 2135.5000000000005
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=2 -2 3 4 -1 6 7 -6 10 -10 -9 12 13 18 -15 19 17 -14 -12 -16 -18 23 -23 -13 25 -24 -25 -27 -26 -30
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11 11 21 16 14 15 -17 20 -19 -20 -21 -22 22 24 26 28 27 -28 -29 29 -31
leaf_value=0.03528494253994232 0.038757005248971188 -0.034848844706398645 0.039019228694318217 -0.033519022214027409 0.033088055057717627 0.019153075246970491 -0.035278590359937377 -0.034354715973785914 -0.033442431034081364 -0.0044385157767572606 0.0094750021713116868 0.016899001951595948 0.030512446279162716 -0.063526756920800509 0.01832092592995134 -0.042237592367355747 0.021375862204174683 -0.013034404369893558 -0.016059116217401661 -0.022344416154971125 -0.0046577058027906472 -0.029751573980621268 0.033763287202349369 -0.034931465477950195 0.0080263236463646217 0.026653695261450411 0.044118177774392142 -0.031322177013879508 -0.032176655040284462 0.0002293720039405488
leaf_weight=1.8005239153280843 0.52811691164970342 3.2922451577614993 1.4909773529507209 2.2760735431220374 2.0251620383933178 5.99728566315025 2.0197949021821833 1.7620406158966933 3.6772390140104099 10.168430677615104 8.5870943523477816 20.544127214699987 6.6226848501246405 2.3797714109532526 3.0023373896256071 3.1130414695944637 3.4575923085212734 2.3534128819592297 8.9583892861846817 3.9370978325605392 26.612226147204638 4.7586730088805771 5.7548047330928949 2.3862925491994242 28.164234140422195 1.2918216632679107 0.49072930321563024 1.7435196749866007 4.6461710683070114 29.268926892022137
leaf_count=51 5 334 35 674 27 88 102 36 1629 226 125 258 83 28 31 42 30 77 220 74 457 104 81 254 477 28 19 38 38 708
internal_value=0 -0.0246738 0.000360771 6.93703e-05 0.00046037 0.000136699 -0.000470818 -9.22381e-05 -0.000458066 -0.0121416 0.000494425 0.000859776 -0.00372015 -0.0126138 -0.0253883 -0.0163595 0.00310804 0.019095 -0.00356223 -0.00475061 -0.00166422 0.00405135 0.00153137 0.0121885 0.00363192 0.0198088 -0.0214481 -0.00664802 0.00134136 -0.00421007
internal_weight=0 3.82036 199.29 197.799 195.523 193.723 187.726 185.706 183.681 13.8457 169.835 168.073 69.0236 29.9777 12.4322 10.0525 39.0459 8.9761 17.5455 6.93944 30.0698 99.0493 75.6282 23.4211 70.8695 8.79015 2.87702 3.03534 62.0793 33.9151
internal_count=6379 339 6040 6005 5331 5280 5192 5090 5063 1855 3208 3172 1167 520 175 147 647 160 345 105 487 2005 1474 531 1370 147 273 66 1223 746
is_linear=0
shrinkage=0.05


Tree=269
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=270
num_leaves=31
num_cat=0
split_feature=8 0 0 1 0 2 7 3 1 0 1 10 0 1 4 8 3 6 3 4 7 0 10 1 3 4 4 0 2 6
split_gain=0.926107 0.836566 1.09244 0.947288 1.28633 0.8937 0.831427 0.829701 0.821599 1.02045 0.816147 0.814016 0.803323 1.21878 1.25074 0.978229 0.845546 1.12152 0.927666 0.874834 0.835279 1.03142 1.30784 0.900156 0.7689 0.743633 0.743205 0.741414 0.745178 0.878985
threshold=1.0000000180025095e-35 12859.000000000002 8426.5000000000018 1.1910000000000001 921.00000000000011 78.500000000000014 1.0000000180025095e-35 591.50000000000011 0.70650000000000002 7418.0000000000009 0.73750000000000016 14.500000000000002 1732.0000000000002 0.32200000000000006 1.0875000000000001 4.5000000000000009 1006.5000000000001 1896.5000000000002 2296.5000000000005 0.87450000000000017 1.5000000000000002 2012.0000000000002 19.500000000000004 0.52250000000000008 850.50000000000011 0.88750000000000007 0.9125000000000002 1666.0000000000002 29.500000000000004 14949.500000000002
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=25 2 3 4 -2 6 -6 8 -7 -10 -4 -8 16 -14 15 20 19 -18 -19 24 21 -15 -23 -24 27 -1 -21 28 -13 -30
right_child=1 -3 10 -5 5 7 11 -9 9 -11 -12 12 13 14 -16 -17 17 18 -20 26 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.036454200470394153 -0.035477802734217218 0.033792070053947187 0.00023350076214232742 0.033423012676973576 -0.041479468028798462 0.039752062228805347 0.034548477717159402 0.034306516353955922 0.037459040445838858 -0.024661823272286741 -0.03680167839682047 0.023301399225446065 -0.025100622137983093 0.039050164699785464 0.035010321269222447 -0.02166117777757353 -0.038799867030890528 0.026980578473507422 0.0027718117330811031 -0.050163744245783952 -0.0027664930841659885 -0.02862966622836538 -0.0096251501411369188 0.023830894140904533 -0.023919336366332908 -0.0088223773024371562 -0.0012497644529465774 0.031174620187866306 0.0033695471616194471 -0.030949771429401765
leaf_weight=3.0442107192939138 2.5783956837840369 1.7732237118761975 2.5378062459640196 2.0925177119206628 1.2393326624296594 1.1163000141968931 1.6521699889563013 3.573387358803302 0.8764132002834234 2.6906541106291115 3.5946314244065434 3.2808330464176931 5.7504079346545032 2.5420320215634993 2.2949755447916678 6.1630200976505867 0.95566439209506171 9.5323756831930968 6.7659289385192087 1.5396861573681229 104.50041916203918 2.4401833629235616 3.0227979801129532 6.0036877522943541 2.3255640752613536 1.2916795536875723 1.5668466457864267 2.6250677267089477 8.98604663973674 2.354572436772286
leaf_count=180 74 425 55 146 12 95 39 954 174 16 82 38 88 66 199 94 6 427 89 11 2327 19 47 457 23 76 30 25 84 21
internal_value=0 -0.000395542 -0.000707061 -3.1302e-05 -0.000406905 8.5083e-05 -0.00067107 0.0161612 0.00231637 -0.00939899 -0.0214753 -0.000380912 -0.000715168 -0.00258598 -0.00156628 -0.00223959 0.00550256 0.013844 0.0169308 -0.000843598 -0.00122958 0.0102353 0.00384739 0.0126271 0.00306881 0.0229661 -0.0254929 0.00670796 0.00231533 -0.00375593
internal_weight=0 196.375 194.602 188.469 186.377 183.798 175.542 8.25675 4.68337 3.56707 6.13244 174.302 172.65 132.718 126.967 124.672 39.9326 17.254 16.2983 22.6786 118.509 14.0087 11.4667 9.02649 19.5721 4.33589 3.10653 17.2465 14.6215 11.3406
internal_count=6379 6123 5698 5561 5415 5341 4102 1239 285 190 137 4090 4051 3297 3209 3010 754 522 516 232 2916 589 523 504 191 256 41 168 143 105
is_linear=0
shrinkage=0.05


Tree=271
num_leaves=31
num_cat=0
split_feature=8 0 0 1 0 2 7 3 1 0 1 10 0 1 4 8 3 6 3 4 7 0 10 1 3 4 4 0 2 6
split_gain=0.926107 0.836566 1.09244 0.947288 1.28633 0.8937 0.831427 0.829701 0.821599 1.02045 0.816147 0.814016 0.803323 1.21878 1.25074 0.978229 0.845546 1.12152 0.927666 0.874834 0.835279 1.03142 1.30784 0.900156 0.7689 0.743633 0.743205 0.741414 0.745178 0.878985
threshold=1.0000000180025095e-35 12859.000000000002 8426.5000000000018 1.1910000000000001 921.00000000000011 78.500000000000014 1.0000000180025095e-35 591.50000000000011 0.70650000000000002 7418.0000000000009 0.73750000000000016 14.500000000000002 1732.0000000000002 0.32200000000000006 1.0875000000000001 4.5000000000000009 1006.5000000000001 1896.5000000000002 2296.5000000000005 0.87450000000000017 1.5000000000000002 2012.0000000000002 19.500000000000004 0.52250000000000008 850.50000000000011 0.88750000000000007 0.9125000000000002 1666.0000000000002 29.500000000000004 14949.500000000002
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=25 2 3 4 -2 6 -6 8 -7 -10 -4 -8 16 -14 15 20 19 -18 -19 24 21 -15 -23 -24 27 -1 -21 28 -13 -30
right_child=1 -3 10 -5 5 7 11 -9 9 -11 -12 12 13 14 -16 -17 17 18 -20 26 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.036454200470394153 0.035477802734217218 -0.033792070053947187 -0.00023350076214232742 -0.033423012676973576 0.041479468028798462 -0.039752062228805347 -0.034548477717159402 -0.034306516353955922 -0.037459040445838858 0.024661823272286741 0.03680167839682047 -0.023301399225446065 0.025100622137983093 -0.039050164699785464 -0.035010321269222447 0.02166117777757353 0.038799867030890528 -0.026980578473507422 -0.0027718117330811031 0.050163744245783952 0.0027664930841659885 0.02862966622836538 0.0096251501411369188 -0.023830894140904533 0.023919336366332908 0.0088223773024371562 0.0012497644529465774 -0.031174620187866306 -0.0033695471616194471 0.030949771429401765
leaf_weight=3.0442107192939138 2.5783956837840369 1.7732237118761975 2.5378062459640196 2.0925177119206628 1.2393326624296594 1.1163000141968931 1.6521699889563013 3.573387358803302 0.8764132002834234 2.6906541106291115 3.5946314244065434 3.2808330464176931 5.7504079346545032 2.5420320215634993 2.2949755447916678 6.1630200976505867 0.95566439209506171 9.5323756831930968 6.7659289385192087 1.5396861573681229 104.50041916203918 2.4401833629235616 3.0227979801129532 6.0036877522943541 2.3255640752613536 1.2916795536875723 1.5668466457864267 2.6250677267089477 8.98604663973674 2.354572436772286
leaf_count=180 74 425 55 146 12 95 39 954 174 16 82 38 88 66 199 94 6 427 89 11 2327 19 47 457 23 76 30 25 84 21
internal_value=0 0.000395542 0.000707061 3.1302e-05 0.000406905 -8.5083e-05 0.00067107 -0.0161612 -0.00231637 0.00939899 0.0214753 0.000380912 0.000715168 0.00258598 0.00156628 0.00223959 -0.00550256 -0.013844 -0.0169308 0.000843598 0.00122958 -0.0102353 -0.00384739 -0.0126271 -0.00306881 -0.0229661 0.0254929 -0.00670796 -0.00231533 0.00375593
internal_weight=0 196.375 194.602 188.469 186.377 183.798 175.542 8.25675 4.68337 3.56707 6.13244 174.302 172.65 132.718 126.967 124.672 39.9326 17.254 16.2983 22.6786 118.509 14.0087 11.4667 9.02649 19.5721 4.33589 3.10653 17.2465 14.6215 11.3406
internal_count=6379 6123 5698 5561 5415 5341 4102 1239 285 190 137 4090 4051 3297 3209 3010 754 522 516 232 2916 589 523 504 191 256 41 168 143 105
is_linear=0
shrinkage=0.05


Tree=272
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=273
num_leaves=31
num_cat=0
split_feature=8 0 2 4 8 2 0 0 4 5 1 1 6 1 2 4 4 0 4 6 10 0 4 1 0 4 4 5 5 3
split_gain=0.838422 0.817867 0.89947 0.809429 0.811525 0.879233 0.811071 1.61497 2.60027 1.62244 1.34461 1.32162 1.28442 1.25823 1.34317 1.02704 1.50451 1.21894 1.42908 1.32507 1.06522 0.954137 0.943556 1.02997 0.906575 1.24218 1.00433 1.20694 0.85648 0.82921
threshold=1.0000000180025095e-35 1067.5000000000002 25.500000000000004 0.29350000000000004 5.5000000000000009 90.500000000000014 5778.5000000000009 3326.0000000000005 0.94350000000000012 2.5000000000000004 0.46250000000000008 0.8175 13915.000000000002 0.92400000000000015 68.500000000000014 0.88950000000000007 0.83850000000000013 1732.0000000000002 0.44150000000000006 34506.000000000007 46.500000000000007 4499.0000000000009 0.50150000000000017 0.85050000000000014 1148.0000000000002 0.5485000000000001 0.39850000000000008 3.5000000000000004 5.5000000000000009 1790.5000000000002
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=-1 -2 -3 -4 5 6 7 9 10 12 -9 21 -5 14 -8 16 17 19 -19 24 -17 -10 23 -12 -11 26 -26 -28 -18 -16
right_child=1 2 3 4 -6 -7 13 8 11 15 22 -13 -14 -15 29 20 28 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.022246190692242651 -0.017587632220102328 0.029637053510101114 -0.032540736359565385 -0.026911578554944717 -0.03838857284262441 0.033497869243298804 -0.03270568755517312 -0.017273302622756968 0.03393308094585603 -0.02149105481657031 0.029490646194550718 0.034522183720259357 0.0081493178593517769 -0.038526720326601628 -0.0056023650874106965 0.018276948734719949 -0.030194494380498378 -0.029316075798258109 -0.00038387742815195646 -0.033574883110815378 -0.020482440268795712 -0.030634208076467991 0.037138602233099345 -0.041769717570272695 0.038113358275880249 0.036079883890966162 -0.01614535529190338 0.015828329652075236 0.011283283139822627 0.021617501101275319
leaf_weight=4.1865886134910388 6.66001705918461 2.5668774141231543 1.9106626361608494 9.6126879360526782 1.3543113247724239 1.9917306787101541 3.2305283071473267 1.6064563090913022 0.65162103192414988 1.6721644247882128 1.2486077756620937 1.2406303032767025 3.5868699699640265 3.1518810428678981 8.4359391697216761 13.363056472269816 6.2033978553954503 4.5273052654229096 74.546853155479766 1.5708287195302535 2.0437692742561913 4.6927255659829825 10.88736122753471 0.85381734406109888 2.4739210368134108 5.9485948763322076 4.8752818806096894 7.4796436538454145 1.5569636120926587 4.1863752780482164
leaf_count=256 125 94 27 172 35 665 58 37 107 23 81 109 38 35 144 458 93 44 850 19 58 84 2201 14 30 267 43 105 36 71
internal_value=0 -0.000369212 0.000242483 -0.000165578 0.000172456 0.000459969 9.36813e-05 0.00124923 0.0141132 -0.000704524 0.02588 -0.0119692 -0.0173841 -0.00967394 -0.00393739 0.00103918 -0.000641977 0.000956156 -0.00204036 0.0108205 0.0131354 -0.0227617 0.0312168 0.00055105 0.013927 0.0167774 0.00903419 0.00321144 -0.0218728 0.0034255
internal_weight=0 194.131 187.471 184.904 182.993 181.639 179.647 160.643 21.1812 139.461 14.5962 6.58498 13.1996 19.0047 15.8528 126.262 110.855 103.095 79.0742 24.0204 15.4068 5.34435 12.9898 2.10243 22.4496 20.7774 14.8288 12.3549 7.76036 12.6223
internal_count=6379 6123 5998 5904 5877 5842 5177 4869 2633 2236 2333 300 210 308 273 2026 1510 1381 894 487 516 191 2296 95 468 445 178 148 129 215
is_linear=0
shrinkage=0.05


Tree=274
num_leaves=31
num_cat=0
split_feature=8 0 2 4 8 2 0 0 4 5 1 1 6 1 2 4 4 0 4 6 10 0 4 1 0 4 4 5 5 3
split_gain=0.838422 0.817867 0.89947 0.809429 0.811525 0.879233 0.811071 1.61497 2.60027 1.62244 1.34461 1.32162 1.28442 1.25823 1.34317 1.02704 1.50451 1.21894 1.42908 1.32507 1.06522 0.954137 0.943556 1.02997 0.906575 1.24218 1.00433 1.20694 0.85648 0.82921
threshold=1.0000000180025095e-35 1067.5000000000002 25.500000000000004 0.29350000000000004 5.5000000000000009 90.500000000000014 5778.5000000000009 3326.0000000000005 0.94350000000000012 2.5000000000000004 0.46250000000000008 0.8175 13915.000000000002 0.92400000000000015 68.500000000000014 0.88950000000000007 0.83850000000000013 1732.0000000000002 0.44150000000000006 34506.000000000007 46.500000000000007 4499.0000000000009 0.50150000000000017 0.85050000000000014 1148.0000000000002 0.5485000000000001 0.39850000000000008 3.5000000000000004 5.5000000000000009 1790.5000000000002
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=-1 -2 -3 -4 5 6 7 9 10 12 -9 21 -5 14 -8 16 17 19 -19 24 -17 -10 23 -12 -11 26 -26 -28 -18 -16
right_child=1 2 3 4 -6 -7 13 8 11 15 22 -13 -14 -15 29 20 28 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.022246190692242651 0.017587632220102328 -0.029637053510101114 0.032540736359565385 0.026911578554944717 0.03838857284262441 -0.033497869243298804 0.03270568755517312 0.017273302622756968 -0.03393308094585603 0.02149105481657031 -0.029490646194550718 -0.034522183720259357 -0.0081493178593517769 0.038526720326601628 0.0056023650874106965 -0.018276948734719949 0.030194494380498378 0.029316075798258109 0.00038387742815195646 0.033574883110815378 0.020482440268795712 0.030634208076467991 -0.037138602233099345 0.041769717570272695 -0.038113358275880249 -0.036079883890966162 0.01614535529190338 -0.015828329652075236 -0.011283283139822627 -0.021617501101275319
leaf_weight=4.1865886134910388 6.66001705918461 2.5668774141231543 1.9106626361608494 9.6126879360526782 1.3543113247724239 1.9917306787101541 3.2305283071473267 1.6064563090913022 0.65162103192414988 1.6721644247882128 1.2486077756620937 1.2406303032767025 3.5868699699640265 3.1518810428678981 8.4359391697216761 13.363056472269816 6.2033978553954503 4.5273052654229096 74.546853155479766 1.5708287195302535 2.0437692742561913 4.6927255659829825 10.88736122753471 0.85381734406109888 2.4739210368134108 5.9485948763322076 4.8752818806096894 7.4796436538454145 1.5569636120926587 4.1863752780482164
leaf_count=256 125 94 27 172 35 665 58 37 107 23 81 109 38 35 144 458 93 44 850 19 58 84 2201 14 30 267 43 105 36 71
internal_value=0 0.000369212 -0.000242483 0.000165578 -0.000172456 -0.000459969 -9.36813e-05 -0.00124923 -0.0141132 0.000704524 -0.02588 0.0119692 0.0173841 0.00967394 0.00393739 -0.00103918 0.000641977 -0.000956156 0.00204036 -0.0108205 -0.0131354 0.0227617 -0.0312168 -0.00055105 -0.013927 -0.0167774 -0.00903419 -0.00321144 0.0218728 -0.0034255
internal_weight=0 194.131 187.471 184.904 182.993 181.639 179.647 160.643 21.1812 139.461 14.5962 6.58498 13.1996 19.0047 15.8528 126.262 110.855 103.095 79.0742 24.0204 15.4068 5.34435 12.9898 2.10243 22.4496 20.7774 14.8288 12.3549 7.76036 12.6223
internal_count=6379 6123 5998 5904 5877 5842 5177 4869 2633 2236 2333 300 210 308 273 2026 1510 1381 894 487 516 191 2296 95 468 445 178 148 129 215
is_linear=0
shrinkage=0.05


Tree=275
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=276
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 5 2 3 1 7 2 10 0 4 6 8 8 10 5 2 0 9 1 1 3 9 3 9 6 3
split_gain=0.830149 1.1925 0.810011 0.742351 1.0285 0.702018 0.952449 0.746362 0.771608 0.739097 1.90209 1.12161 0.98174 1.46097 1.01285 0.920897 0.854721 0.779669 0.749843 0.774155 0.897777 0.889582 0.741232 0.726934 0.686714 0.665824 0.986434 0.647639 0.801003 1.06064
threshold=609.50000000000011 2371.5000000000005 1.0000000180025095e-35 80.500000000000014 8294.0000000000018 1.5000000000000002 53.500000000000007 1965.5000000000002 0.24150000000000002 2.5000000000000004 32.500000000000007 36.500000000000007 1580.5000000000002 0.69550000000000012 8686.5000000000018 1.5000000000000002 4.5000000000000009 30.500000000000004 5.5000000000000009 61.500000000000007 2099.5000000000005 0.61150000000000004 0.62400000000000011 0.60550000000000004 437.00000000000006 0.82850000000000013 2168.5000000000005 0.56150000000000022 3162.5000000000005 809.50000000000011
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=2 3 -1 4 5 6 -2 8 -7 10 11 22 13 -11 15 -14 27 -17 19 20 21 -19 -10 -20 -4 26 -9 28 29 -12
right_child=1 -3 24 -5 -6 7 -8 25 9 12 16 -13 14 -15 -16 17 -18 18 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022864114858834042 -0.037749844517083644 -0.0053784123607612663 -0.040978781701680775 0.025705214442745164 -0.040324979341265603 -0.02372995712615604 0.01096827522924311 0.040622090422965162 -0.046511637203542289 0.038748594981079527 0.034992704939186083 0.031028577646021689 0.034041169016977867 -0.015218896526037818 -0.017474929453699689 0.021605959458343857 -0.028334334238297759 0.023694542208361594 0.036700950041565636 0.033901708315547056 -0.028126435919570082 -0.03112980923007886 0.0015394762310464993 -0.014259758036698988 -0.0072409679445148995 -0.0053941031193864243 0.006319616994280847 0.039088487662814614 0.022002933869078541 -0.022005381984872698
leaf_weight=76.25581751880236 2.1159907300025216 31.406592421815731 2.5495521407574406 4.5546033523278302 1.2353290151804674 2.3013002881780258 1.9077113298699258 4.7113968518679012 2.3671414779964866 3.5967442048713556 1.1900790192885424 0.94461173203308124 2.162916853965732 1.9253667278680948 8.507529713388065 3.1530643856385749 0.94337620749138196 2.1117039981763779 1.74305848381482 0.82343322061933655 6.0164559462573379 1.1389983745757488 1.2142774002859367 1.1691693049506282 3.6930198488989845 2.2198546474101013 3.775220220326446 3.7643275792361228 13.124122868000994 2.5978058206383139
leaf_count=1555 30 477 55 1149 16 20 93 250 33 98 42 83 116 74 246 117 20 45 32 187 76 12 51 59 110 53 149 297 702 132
internal_value=0 0.00289664 -0.00370396 0.00609272 0.00492902 0.00566921 -0.0146517 0.00681275 0.004669 0.00578628 0.0120379 -0.017437 0.000733413 0.019932 -0.00321856 0.00340232 0.0182084 -0.000699547 -0.00610843 -0.0125589 -0.0166871 0.00448489 -0.0302199 0.0162418 -0.02102 0.0189858 0.0253628 0.0203319 0.016157 -0.0040977
internal_weight=0 112.722 82.4984 81.3156 76.761 75.5257 4.0237 71.502 60.7955 58.4942 26.1457 4.52603 32.3484 5.52211 26.8263 18.3188 21.6197 16.1559 13.0028 10.0906 9.26716 3.2507 3.58142 2.91223 6.24257 10.7065 8.48662 20.6763 16.912 3.78788
internal_count=6379 4659 1720 4182 3033 3017 123 2894 2442 2422 1360 167 1062 172 890 644 1193 528 411 320 133 57 84 91 165 452 399 1173 876 174
is_linear=0
shrinkage=0.05


Tree=277
num_leaves=31
num_cat=0
split_feature=3 3 3 2 0 5 2 3 1 7 2 10 0 4 6 8 8 10 5 2 0 9 1 1 3 9 3 9 6 3
split_gain=0.830149 1.1925 0.810011 0.742351 1.0285 0.702018 0.952449 0.746362 0.771608 0.739097 1.90209 1.12161 0.98174 1.46097 1.01285 0.920897 0.854721 0.779669 0.749843 0.774155 0.897777 0.889582 0.741232 0.726934 0.686714 0.665824 0.986434 0.647639 0.801003 1.06064
threshold=609.50000000000011 2371.5000000000005 1.0000000180025095e-35 80.500000000000014 8294.0000000000018 1.5000000000000002 53.500000000000007 1965.5000000000002 0.24150000000000002 2.5000000000000004 32.500000000000007 36.500000000000007 1580.5000000000002 0.69550000000000012 8686.5000000000018 1.5000000000000002 4.5000000000000009 30.500000000000004 5.5000000000000009 61.500000000000007 2099.5000000000005 0.61150000000000004 0.62400000000000011 0.60550000000000004 437.00000000000006 0.82850000000000013 2168.5000000000005 0.56150000000000022 3162.5000000000005 809.50000000000011
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=2 3 -1 4 5 6 -2 8 -7 10 11 22 13 -11 15 -14 27 -17 19 20 21 -19 -10 -20 -4 26 -9 28 29 -12
right_child=1 -3 24 -5 -6 7 -8 25 9 12 16 -13 14 -15 -16 17 -18 18 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022864114858834042 0.037749844517083644 0.0053784123607612663 0.040978781701680775 -0.025705214442745164 0.040324979341265603 0.02372995712615604 -0.01096827522924311 -0.040622090422965162 0.046511637203542289 -0.038748594981079527 -0.034992704939186083 -0.031028577646021689 -0.034041169016977867 0.015218896526037818 0.017474929453699689 -0.021605959458343857 0.028334334238297759 -0.023694542208361594 -0.036700950041565636 -0.033901708315547056 0.028126435919570082 0.03112980923007886 -0.0015394762310464993 0.014259758036698988 0.0072409679445148995 0.0053941031193864243 -0.006319616994280847 -0.039088487662814614 -0.022002933869078541 0.022005381984872698
leaf_weight=76.25581751880236 2.1159907300025216 31.406592421815731 2.5495521407574406 4.5546033523278302 1.2353290151804674 2.3013002881780258 1.9077113298699258 4.7113968518679012 2.3671414779964866 3.5967442048713556 1.1900790192885424 0.94461173203308124 2.162916853965732 1.9253667278680948 8.507529713388065 3.1530643856385749 0.94337620749138196 2.1117039981763779 1.74305848381482 0.82343322061933655 6.0164559462573379 1.1389983745757488 1.2142774002859367 1.1691693049506282 3.6930198488989845 2.2198546474101013 3.775220220326446 3.7643275792361228 13.124122868000994 2.5978058206383139
leaf_count=1555 30 477 55 1149 16 20 93 250 33 98 42 83 116 74 246 117 20 45 32 187 76 12 51 59 110 53 149 297 702 132
internal_value=0 -0.00289664 0.00370396 -0.00609272 -0.00492902 -0.00566921 0.0146517 -0.00681275 -0.004669 -0.00578628 -0.0120379 0.017437 -0.000733413 -0.019932 0.00321856 -0.00340232 -0.0182084 0.000699547 0.00610843 0.0125589 0.0166871 -0.00448489 0.0302199 -0.0162418 0.02102 -0.0189858 -0.0253628 -0.0203319 -0.016157 0.0040977
internal_weight=0 112.722 82.4984 81.3156 76.761 75.5257 4.0237 71.502 60.7955 58.4942 26.1457 4.52603 32.3484 5.52211 26.8263 18.3188 21.6197 16.1559 13.0028 10.0906 9.26716 3.2507 3.58142 2.91223 6.24257 10.7065 8.48662 20.6763 16.912 3.78788
internal_count=6379 4659 1720 4182 3033 3017 123 2894 2442 2422 1360 167 1062 172 890 644 1193 528 411 320 133 57 84 91 165 452 399 1173 876 174
is_linear=0
shrinkage=0.05


Tree=278
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=279
num_leaves=31
num_cat=0
split_feature=4 1 8 6 10 2 0 4 4 0 2 8 5 4 4 0 5 8 1 6 2 9 0 0 0 4 0 4 0 4
split_gain=0.785596 0.844105 0.76374 0.727167 1.74611 0.984059 1.63596 1.35377 0.96919 0.716015 0.698669 0.649818 0.637547 0.769803 1.06276 0.705506 0.636143 1.13925 0.704097 0.9056 0.793473 0.697768 0.648212 1.11498 1.01438 1.32328 1.41101 1.16139 1.13359 1.06653
threshold=1.0875000000000001 0.39200000000000007 2.5000000000000004 34506.000000000007 41.500000000000007 46.500000000000007 1920.5000000000002 0.8005000000000001 0.60550000000000004 1067.5000000000002 22.500000000000004 5.5000000000000009 3.5000000000000004 0.44150000000000006 0.82450000000000012 1110.5000000000002 2.5000000000000004 3.5000000000000004 0.88650000000000018 9572.5000000000018 74.500000000000014 0.32950000000000007 5778.5000000000009 2961.0000000000005 2524.0000000000005 0.5675 1825.5000000000002 0.68550000000000011 2171.5000000000005 0.60050000000000014
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=2 -2 3 5 8 6 12 -7 -5 -4 -11 16 13 -1 -15 -14 17 18 20 -20 21 -12 23 24 25 26 -18 -26 -28 -27
right_child=1 -3 9 4 -6 7 -8 -9 -10 10 11 -13 15 14 -16 -17 22 -19 19 -21 -22 -23 -24 -25 27 29 28 -29 -30 -31
leaf_value=-0.029116281645729922 -0.03780285902905537 0.034620247014607135 -0.023264440082135875 -0.058227579146629516 0.041011795820238804 0.018975868138955836 -0.015105386517100895 -0.00049320720664997237 -0.0073452129832409542 0.040732466463155696 -0.028266297530725577 -0.038047194905185822 -0.007915065608305372 0.017689155120929098 -0.028019920575808623 0.025388802112861548 0.0021693472226800969 -0.035196785755415391 -0.010597040888876089 0.039472254242017127 0.011239102015948473 0.0065879117329018955 -0.02055231787930218 0.01567528021137481 0.013411863532019151 0.032483879808082775 -0.030760082232763792 -0.023661698928522962 0.003375801037513683 0.0040462064217122546
leaf_weight=1.9324417067691735 0.46910954732447807 2.8262461097911 4.1208018702454856 1.7534554736921557 1.0818438109708948 20.868081012857147 12.848444263916461 15.606332618044688 2.0071265978040174 0.94641937455162306 5.5993884609779361 1.2646317400503893 2.0670974960084987 5.2327609597705305 1.67990272922907 6.8926394105656072 15.699735675007107 3.7386724018724626 1.7746798823354759 1.8388386052101848 2.9566087444545701 1.9312082681572063 3.8120331559330216 10.666619715397244 2.7523456453345707 3.6252195839770129 8.2936123404651863 9.0862759591545892 3.4411731269210568 36.422569686197676
leaf_count=27 5 334 79 16 26 1527 173 745 103 19 98 35 29 93 34 288 163 84 36 20 251 47 139 1158 36 55 63 112 28 556
internal_value=0 0.0243105 -0.000313243 0.00374599 -0.0149664 0.00509586 -0.00150781 0.0106456 -0.0310703 -0.00278965 -0.00204857 -0.00240718 0.00830457 -0.00121798 0.00658102 0.0177053 -0.00200345 -0.0106581 -0.00415191 0.0148821 -0.0107104 -0.019328 -0.000357458 0.000498033 -0.00154292 0.000825359 -0.00763408 -0.0150425 -0.0207499 0.00662045
internal_weight=0 3.29536 189.941 71.9701 4.84243 67.1277 30.6533 36.4744 3.76058 117.971 113.85 112.904 17.8048 8.84511 6.91266 8.95974 111.639 17.8394 14.1007 3.61352 10.4872 7.5306 93.7996 89.9876 79.3209 67.4823 27.4345 11.8386 11.7348 40.0478
internal_count=6379 339 6040 3061 145 2916 644 2272 119 2979 2900 2881 471 154 127 317 2846 536 452 56 396 145 2310 2171 1013 865 254 148 91 611
is_linear=0
shrinkage=0.05


Tree=280
num_leaves=31
num_cat=0
split_feature=4 1 8 6 10 2 0 4 4 0 2 8 5 4 4 0 5 8 1 6 2 9 0 0 0 4 0 4 0 4
split_gain=0.785596 0.844105 0.76374 0.727167 1.74611 0.984059 1.63596 1.35377 0.96919 0.716015 0.698669 0.649818 0.637547 0.769803 1.06276 0.705506 0.636143 1.13925 0.704097 0.9056 0.793473 0.697768 0.648212 1.11498 1.01438 1.32328 1.41101 1.16139 1.13359 1.06653
threshold=1.0875000000000001 0.39200000000000007 2.5000000000000004 34506.000000000007 41.500000000000007 46.500000000000007 1920.5000000000002 0.8005000000000001 0.60550000000000004 1067.5000000000002 22.500000000000004 5.5000000000000009 3.5000000000000004 0.44150000000000006 0.82450000000000012 1110.5000000000002 2.5000000000000004 3.5000000000000004 0.88650000000000018 9572.5000000000018 74.500000000000014 0.32950000000000007 5778.5000000000009 2961.0000000000005 2524.0000000000005 0.5675 1825.5000000000002 0.68550000000000011 2171.5000000000005 0.60050000000000014
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=2 -2 3 5 8 6 12 -7 -5 -4 -11 16 13 -1 -15 -14 17 18 20 -20 21 -12 23 24 25 26 -18 -26 -28 -27
right_child=1 -3 9 4 -6 7 -8 -9 -10 10 11 -13 15 14 -16 -17 22 -19 19 -21 -22 -23 -24 -25 27 29 28 -29 -30 -31
leaf_value=0.029116281645729922 0.03780285902905537 -0.034620247014607135 0.023264440082135875 0.058227579146629516 -0.041011795820238804 -0.018975868138955836 0.015105386517100895 0.00049320720664997237 0.0073452129832409542 -0.040732466463155696 0.028266297530725577 0.038047194905185822 0.007915065608305372 -0.017689155120929098 0.028019920575808623 -0.025388802112861548 -0.0021693472226800969 0.035196785755415391 0.010597040888876089 -0.039472254242017127 -0.011239102015948473 -0.0065879117329018955 0.02055231787930218 -0.01567528021137481 -0.013411863532019151 -0.032483879808082775 0.030760082232763792 0.023661698928522962 -0.003375801037513683 -0.0040462064217122546
leaf_weight=1.9324417067691735 0.46910954732447807 2.8262461097911 4.1208018702454856 1.7534554736921557 1.0818438109708948 20.868081012857147 12.848444263916461 15.606332618044688 2.0071265978040174 0.94641937455162306 5.5993884609779361 1.2646317400503893 2.0670974960084987 5.2327609597705305 1.67990272922907 6.8926394105656072 15.699735675007107 3.7386724018724626 1.7746798823354759 1.8388386052101848 2.9566087444545701 1.9312082681572063 3.8120331559330216 10.666619715397244 2.7523456453345707 3.6252195839770129 8.2936123404651863 9.0862759591545892 3.4411731269210568 36.422569686197676
leaf_count=27 5 334 79 16 26 1527 173 745 103 19 98 35 29 93 34 288 163 84 36 20 251 47 139 1158 36 55 63 112 28 556
internal_value=0 -0.0243105 0.000313243 -0.00374599 0.0149664 -0.00509586 0.00150781 -0.0106456 0.0310703 0.00278965 0.00204857 0.00240718 -0.00830457 0.00121798 -0.00658102 -0.0177053 0.00200345 0.0106581 0.00415191 -0.0148821 0.0107104 0.019328 0.000357458 -0.000498033 0.00154292 -0.000825359 0.00763408 0.0150425 0.0207499 -0.00662045
internal_weight=0 3.29536 189.941 71.9701 4.84243 67.1277 30.6533 36.4744 3.76058 117.971 113.85 112.904 17.8048 8.84511 6.91266 8.95974 111.639 17.8394 14.1007 3.61352 10.4872 7.5306 93.7996 89.9876 79.3209 67.4823 27.4345 11.8386 11.7348 40.0478
internal_count=6379 339 6040 3061 145 2916 644 2272 119 2979 2900 2881 471 154 127 317 2846 536 452 56 396 145 2310 2171 1013 865 254 148 91 611
is_linear=0
shrinkage=0.05


Tree=281
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=282
num_leaves=31
num_cat=0
split_feature=4 1 0 0 1 0 2 0 10 3 1 0 4 0 5 2 9 7 0 0 1 6 6 5 4 6 4 6 3 4
split_gain=0.744758 0.809486 0.729785 0.962373 0.790133 1.07077 0.763983 0.802014 0.806229 0.715383 0.758652 0.840321 0.70103 0.692682 0.972508 0.971833 0.81399 0.828386 0.760166 2.92366 1.87555 1.21258 1.07206 0.953208 1.47287 0.812384 1.19738 0.994799 2.1178 0.955528
threshold=1.0595000000000001 0.54600000000000015 12859.000000000002 8426.5000000000018 1.1910000000000001 921.00000000000011 78.500000000000014 7894.5000000000009 14.500000000000002 591.50000000000011 0.70650000000000002 7418.0000000000009 0.29350000000000004 1920.5000000000002 1.5000000000000002 32.500000000000007 0.31250000000000006 3.5000000000000004 3326.0000000000005 4382.5000000000009 0.86450000000000016 2364.5000000000005 14444.000000000002 2.5000000000000004 0.5485000000000001 2223.5000000000005 0.44150000000000006 1438.6500000000003 758.50000000000011 0.75150000000000017
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=2 -2 3 4 5 -1 7 8 -7 10 -8 -12 -10 14 -14 -15 17 -16 23 -20 21 -21 -22 24 -17 27 -27 -25 -29 -30
right_child=1 -3 -4 -5 -6 6 9 -9 12 -11 11 -13 13 15 16 18 -18 -19 19 20 22 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=-0.035166386735939408 -0.012295402083648533 0.03502958663222619 0.033780651914097237 -0.020901673314826157 0.033106034594721563 0.036245984767762106 0.039291452030550483 -0.033082853040867964 -0.031961504151569335 0.034219534499497231 0.037152168206359297 -0.022433001247489617 -0.035220294721286585 -0.037980406204952778 0.0045024327075702808 0.016722506495873816 0.01750889268893108 -0.01953649638157081 0.032988936706353944 0.034797320441132526 0.040502291693784519 -0.019399527817513418 -0.021517922370402141 0.0064665853775611659 -0.037427320221367119 -0.034615131921352106 0.0015688309039655183 -0.041246727113597004 0.019344404776371397 -0.021475472122416794
leaf_weight=2.1811945769004515 1.2954041383927677 2.9873459301888943 1.5510950705502171 5.6910859353374681 1.782533190504181 1.4998175315558899 1.0808509367634531 1.8806894971057762 1.7605484891682852 3.0744093537796289 0.76625444530509446 2.597624727524817 1.5142716290429223 1.9046254456043232 38.938209292129613 1.7205809112638224 11.049738770117981 3.9470700856763861 7.0277420824859318 1.1319878578069644 2.8671959345811042 11.690169197157955 0.92046327865682531 4.9268573732115355 4.648513117339462 2.3828051460441193 56.472517841029912 5.9547964113298786 3.2239304238464683 2.5816764382179826
leaf_count=72 28 360 426 138 99 36 97 29 27 976 173 16 32 25 598 32 361 44 1078 167 141 404 10 47 104 20 682 96 35 26
internal_value=0 0.0207152 -0.000373006 -0.000659023 -1.73225e-05 -0.000349504 8.30598e-05 -0.000614638 -0.000247152 0.0156758 0.00284915 -0.00886016 -0.000579545 -0.00024039 0.00429835 -0.00258251 0.00540787 0.00228994 -0.00194376 0.00595517 -0.00548303 -0.0146148 0.0254304 -0.00422318 -0.022799 -0.00265703 0.000103894 -0.0123947 -0.0202964 0.00119235
internal_weight=0 4.28275 186.769 185.218 179.527 177.745 175.563 168.044 166.164 7.51914 4.44473 3.36388 164.664 162.903 55.4493 107.454 53.935 42.8853 105.549 23.6376 16.6098 12.8222 3.78766 81.9117 6.36909 75.5426 58.8553 16.6873 11.7604 5.80561
internal_count=6379 388 5991 5565 5427 5328 5256 3994 3965 1262 286 189 3929 3902 1035 2867 1003 642 2842 1800 722 571 151 1042 136 906 702 204 157 61
is_linear=0
shrinkage=0.05


Tree=283
num_leaves=31
num_cat=0
split_feature=4 1 0 0 1 0 2 0 10 3 1 0 4 0 5 2 9 7 0 0 1 6 6 5 4 6 4 6 3 4
split_gain=0.744758 0.809486 0.729785 0.962373 0.790133 1.07077 0.763983 0.802014 0.806229 0.715383 0.758652 0.840321 0.70103 0.692682 0.972508 0.971833 0.81399 0.828386 0.760166 2.92366 1.87555 1.21258 1.07206 0.953208 1.47287 0.812384 1.19738 0.994799 2.1178 0.955528
threshold=1.0595000000000001 0.54600000000000015 12859.000000000002 8426.5000000000018 1.1910000000000001 921.00000000000011 78.500000000000014 7894.5000000000009 14.500000000000002 591.50000000000011 0.70650000000000002 7418.0000000000009 0.29350000000000004 1920.5000000000002 1.5000000000000002 32.500000000000007 0.31250000000000006 3.5000000000000004 3326.0000000000005 4382.5000000000009 0.86450000000000016 2364.5000000000005 14444.000000000002 2.5000000000000004 0.5485000000000001 2223.5000000000005 0.44150000000000006 1438.6500000000003 758.50000000000011 0.75150000000000017
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=2 -2 3 4 5 -1 7 8 -7 10 -8 -12 -10 14 -14 -15 17 -16 23 -20 21 -21 -22 24 -17 27 -27 -25 -29 -30
right_child=1 -3 -4 -5 -6 6 9 -9 12 -11 11 -13 13 15 16 18 -18 -19 19 20 22 -23 -24 25 -26 26 -28 28 29 -31
leaf_value=0.035166386735939408 0.012295402083648533 -0.03502958663222619 -0.033780651914097237 0.020901673314826157 -0.033106034594721563 -0.036245984767762106 -0.039291452030550483 0.033082853040867964 0.031961504151569335 -0.034219534499497231 -0.037152168206359297 0.022433001247489617 0.035220294721286585 0.037980406204952778 -0.0045024327075702808 -0.016722506495873816 -0.01750889268893108 0.01953649638157081 -0.032988936706353944 -0.034797320441132526 -0.040502291693784519 0.019399527817513418 0.021517922370402141 -0.0064665853775611659 0.037427320221367119 0.034615131921352106 -0.0015688309039655183 0.041246727113597004 -0.019344404776371397 0.021475472122416794
leaf_weight=2.1811945769004515 1.2954041383927677 2.9873459301888943 1.5510950705502171 5.6910859353374681 1.782533190504181 1.4998175315558899 1.0808509367634531 1.8806894971057762 1.7605484891682852 3.0744093537796289 0.76625444530509446 2.597624727524817 1.5142716290429223 1.9046254456043232 38.938209292129613 1.7205809112638224 11.049738770117981 3.9470700856763861 7.0277420824859318 1.1319878578069644 2.8671959345811042 11.690169197157955 0.92046327865682531 4.9268573732115355 4.648513117339462 2.3828051460441193 56.472517841029912 5.9547964113298786 3.2239304238464683 2.5816764382179826
leaf_count=72 28 360 426 138 99 36 97 29 27 976 173 16 32 25 598 32 361 44 1078 167 141 404 10 47 104 20 682 96 35 26
internal_value=0 -0.0207152 0.000373006 0.000659023 1.73225e-05 0.000349504 -8.30598e-05 0.000614638 0.000247152 -0.0156758 -0.00284915 0.00886016 0.000579545 0.00024039 -0.00429835 0.00258251 -0.00540787 -0.00228994 0.00194376 -0.00595517 0.00548303 0.0146148 -0.0254304 0.00422318 0.022799 0.00265703 -0.000103894 0.0123947 0.0202964 -0.00119235
internal_weight=0 4.28275 186.769 185.218 179.527 177.745 175.563 168.044 166.164 7.51914 4.44473 3.36388 164.664 162.903 55.4493 107.454 53.935 42.8853 105.549 23.6376 16.6098 12.8222 3.78766 81.9117 6.36909 75.5426 58.8553 16.6873 11.7604 5.80561
internal_count=6379 388 5991 5565 5427 5328 5256 3994 3965 1262 286 189 3929 3902 1035 2867 1003 642 2842 1800 722 571 151 1042 136 906 702 204 157 61
is_linear=0
shrinkage=0.05


Tree=284
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=285
num_leaves=31
num_cat=0
split_feature=8 7 4 1 0 0 7 10 10 4 5 5 3 3 1 2 4 1 0 4 6 10 10 7 9 4 8 7 0 10
split_gain=0.723273 0.738972 0.723586 0.720127 1.19519 0.885806 0.738612 2.19079 1.09271 1.26743 1.12379 1.0109 0.998113 1.74286 0.876833 1.02573 0.944065 0.921017 0.826007 0.769584 0.722634 0.71595 0.693554 0.893322 0.732674 0.692973 0.688058 0.813631 1.35178 1.23714
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.88750000000000007 1.0305000000000002 5778.5000000000009 921.00000000000011 3.5000000000000004 38.500000000000007 46.500000000000007 1.0645000000000002 3.5000000000000004 3.5000000000000004 2233.5000000000005 1970.5000000000002 0.49050000000000005 34.500000000000007 0.56450000000000011 0.38350000000000006 1806.0000000000002 0.62150000000000005 2535.5000000000005 32.500000000000007 29.500000000000004 2.5000000000000004 0.25150000000000006 1.0015000000000003 4.5000000000000009 1.5000000000000002 1380.0000000000002 45.500000000000007
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=2 -2 -1 5 21 -3 8 11 9 12 -10 18 13 26 17 -16 -17 -14 -8 -18 -15 -5 23 -21 -24 -4 27 28 -7 -30
right_child=1 3 25 4 -6 6 7 -9 10 -11 -12 -13 14 20 15 16 19 -19 -20 22 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.035904450558041805 -0.040321223798500061 -0.034687766702406489 -0.04247378811653952 -0.00022958204487770305 -0.035473386996386601 -0.032732062592097239 -0.030564611049636425 -0.025738348519700634 -0.0012187516630191124 0.03599725338872152 0.027428184511763484 0.033182262007722084 -0.001050276316333897 -0.012027569817233673 0.038975233072313008 -0.031141089820920662 0.031194176954998216 -0.038933789812452768 0.028453672707338108 -0.0086831034473837613 0.031117672537325353 0.03500597555381265 0.008509068227462141 0.047804934809035915 -0.022251729837472707 0.034558465059845965 -0.019016403406355964 -0.0018840305167261533 0.018456945785788225 -0.051719879648398526
leaf_weight=2.6813318325439464 1.1493955689948041 1.9018488647416223 0.70868662989232667 2.1808750706259152 1.0087516710627822 1.634804877918216 1.650050833821296 9.4033773425617238 6.4060690729529579 2.3211403043824239 7.3531056243227795 3.0504578195977956 2.5011118892580297 1.1518975453218434 1.2622969332151139 3.4379535518819493 1.563139957084785 4.4748435842338949 0.92532448802376155 1.6442031621700144 6.1625297514838167 4.2531938733300194 2.788254695478825 1.2186475684866309 6.3314726294483989 0.49648379842983559 4.9930119648342943 89.178234223742038 13.732075708685439 0.65811461617704559
leaf_count=180 15 73 29 85 16 40 15 191 189 214 282 142 20 28 29 30 39 42 77 44 333 246 80 17 144 47 88 2815 815 14
internal_value=0 -0.000355204 0.0214406 -0.000104439 0.015129 -0.000749582 -0.000378295 -0.0109727 0.0006243 -0.000653054 0.0140906 0.0137076 -0.00124907 0.000688018 -0.0102741 -0.00450963 -0.00774161 -0.0253513 -0.00935952 -0.00180273 0.024323 0.0230626 -0.00610722 0.0153625 -0.012847 -0.0107395 -0.000880789 -2.0061e-05 0.0103528 0.0152475
internal_weight=0 184.336 3.8865 183.187 7.44282 175.744 173.842 15.0292 158.813 145.054 13.7592 5.62583 142.733 117.511 25.2219 18.246 16.9837 6.97596 2.57538 13.5457 7.31443 6.43407 11.9826 2.86285 9.11973 1.20517 110.196 105.203 16.025 14.3902
internal_count=6379 6123 256 6108 347 5761 5688 425 5263 4792 471 234 4578 4133 445 383 354 62 92 324 361 331 285 61 224 76 3772 3684 869 829
is_linear=0
shrinkage=0.05


Tree=286
num_leaves=31
num_cat=0
split_feature=8 7 4 1 0 0 7 10 10 4 5 5 3 3 1 2 4 1 0 4 6 10 10 7 9 4 8 7 0 10
split_gain=0.723273 0.738972 0.723586 0.720127 1.19519 0.885806 0.738612 2.19079 1.09271 1.26743 1.12379 1.0109 0.998113 1.74286 0.876833 1.02573 0.944065 0.921017 0.826007 0.769584 0.722634 0.71595 0.693554 0.893322 0.732674 0.692973 0.688058 0.813631 1.35178 1.23714
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.88750000000000007 1.0305000000000002 5778.5000000000009 921.00000000000011 3.5000000000000004 38.500000000000007 46.500000000000007 1.0645000000000002 3.5000000000000004 3.5000000000000004 2233.5000000000005 1970.5000000000002 0.49050000000000005 34.500000000000007 0.56450000000000011 0.38350000000000006 1806.0000000000002 0.62150000000000005 2535.5000000000005 32.500000000000007 29.500000000000004 2.5000000000000004 0.25150000000000006 1.0015000000000003 4.5000000000000009 1.5000000000000002 1380.0000000000002 45.500000000000007
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=2 -2 -1 5 21 -3 8 11 9 12 -10 18 13 26 17 -16 -17 -14 -8 -18 -15 -5 23 -21 -24 -4 27 28 -7 -30
right_child=1 3 25 4 -6 6 7 -9 10 -11 -12 -13 14 20 15 16 19 -19 -20 22 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.035904450558041805 0.040321223798500061 0.034687766702406489 0.04247378811653952 0.00022958204487770305 0.035473386996386601 0.032732062592097239 0.030564611049636425 0.025738348519700634 0.0012187516630191124 -0.03599725338872152 -0.027428184511763484 -0.033182262007722084 0.001050276316333897 0.012027569817233673 -0.038975233072313008 0.031141089820920662 -0.031194176954998216 0.038933789812452768 -0.028453672707338108 0.0086831034473837613 -0.031117672537325353 -0.03500597555381265 -0.008509068227462141 -0.047804934809035915 0.022251729837472707 -0.034558465059845965 0.019016403406355964 0.0018840305167261533 -0.018456945785788225 0.051719879648398526
leaf_weight=2.6813318325439464 1.1493955689948041 1.9018488647416223 0.70868662989232667 2.1808750706259152 1.0087516710627822 1.634804877918216 1.650050833821296 9.4033773425617238 6.4060690729529579 2.3211403043824239 7.3531056243227795 3.0504578195977956 2.5011118892580297 1.1518975453218434 1.2622969332151139 3.4379535518819493 1.563139957084785 4.4748435842338949 0.92532448802376155 1.6442031621700144 6.1625297514838167 4.2531938733300194 2.788254695478825 1.2186475684866309 6.3314726294483989 0.49648379842983559 4.9930119648342943 89.178234223742038 13.732075708685439 0.65811461617704559
leaf_count=180 15 73 29 85 16 40 15 191 189 214 282 142 20 28 29 30 39 42 77 44 333 246 80 17 144 47 88 2815 815 14
internal_value=0 0.000355204 -0.0214406 0.000104439 -0.015129 0.000749582 0.000378295 0.0109727 -0.0006243 0.000653054 -0.0140906 -0.0137076 0.00124907 -0.000688018 0.0102741 0.00450963 0.00774161 0.0253513 0.00935952 0.00180273 -0.024323 -0.0230626 0.00610722 -0.0153625 0.012847 0.0107395 0.000880789 2.0061e-05 -0.0103528 -0.0152475
internal_weight=0 184.336 3.8865 183.187 7.44282 175.744 173.842 15.0292 158.813 145.054 13.7592 5.62583 142.733 117.511 25.2219 18.246 16.9837 6.97596 2.57538 13.5457 7.31443 6.43407 11.9826 2.86285 9.11973 1.20517 110.196 105.203 16.025 14.3902
internal_count=6379 6123 256 6108 347 5761 5688 425 5263 4792 471 234 4578 4133 445 383 354 62 92 324 361 331 285 61 224 76 3772 3684 869 829
is_linear=0
shrinkage=0.05


Tree=287
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=288
num_leaves=31
num_cat=0
split_feature=3 3 3 9 7 10 0 10 4 1 6 6 9 0 2 0 5 4 3 2 9 9 2 6 9 0 2 4 6 0
split_gain=0.670747 1.02063 0.732554 0.671731 0.755381 1.4705 0.768608 0.88298 0.692383 0.690899 0.667747 0.912225 1.03313 0.717508 0.702828 0.657602 0.774692 0.723648 0.648711 0.624873 0.617728 0.971611 0.682159 1.04155 0.67197 0.591886 0.772226 0.59358 1.37645 1.05717
threshold=609.50000000000011 2371.5000000000005 1.0000000180025095e-35 0.023500000000000004 2.5000000000000004 25.500000000000004 1580.5000000000002 28.500000000000004 0.69550000000000012 0.42350000000000004 8686.5000000000018 15529.500000000002 0.054500000000000007 2073.5000000000005 35.500000000000007 2730.5000000000005 5.5000000000000009 0.9255000000000001 437.00000000000006 52.500000000000007 0.52250000000000008 0.51950000000000018 31.500000000000004 8454.0000000000018 0.87150000000000005 1067.5000000000002 28.500000000000004 0.60550000000000004 12183.500000000002 1745.5000000000002
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=2 3 25 -2 5 -5 8 -8 -6 -9 13 -12 -13 -11 -14 16 -15 19 -4 -17 21 22 23 -7 -22 -1 -27 28 29 -28
right_child=1 -3 18 4 6 20 7 9 -10 10 11 12 14 15 -16 17 -18 -19 -20 -21 24 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.030282092064912232 -0.054247458042567587 -0.0050931354999761277 -0.040881194018471061 -0.011624204070562536 0.028130960135094502 -0.038160806350884251 0.022973751985455218 -0.024957580317116687 -0.0054985966736690222 0.025581212561326311 -0.02590729261994773 -0.026111107518819177 -0.045225625458325223 -0.018352795005974584 0.033422974871571538 -0.024655890628716468 0.018431879956040363 -0.012613672478253658 -0.0068295557602715594 0.031890817599755351 0.038663637105329426 -0.064215247572508002 0.016912652340973593 0.023453788283390425 -0.007867393964214894 0.02459621478056364 0.015341959600977912 0.00094672519107458209 -0.032242794413052743 -0.010610250507651478
leaf_weight=1.8089933362789441 0.46363494877004896 30.259979342692532 2.3313133001793167 5.7643034121138035 4.5315839173272243 1.4773688581772249 3.3010418306803322 3.557955326279628 2.3111137334490195 3.2354492597514826 5.3331090124556777 1.6598223501932805 0.32262884359806809 6.2110043446300534 2.3760139542864636 0.5676530534401526 1.8599346643313763 2.0160249040927738 3.4962338722543791 3.5063732576090842 4.6700856903917147 0.40587897051591326 20.7640815997147 1.2802698764717204 0.93049167632125307 2.7629338419064871 5.6960119530558648 45.723523765103891 4.9548110938630989 12.614106721419374
leaf_count=59 16 477 55 238 129 62 248 56 87 91 174 87 2 70 127 12 21 91 110 602 603 11 1363 61 31 35 46 1116 71 228
internal_value=0 0.00268066 -0.00338751 0.00575378 0.00611942 0.0114755 0.00148519 -0.00159629 0.0167726 -0.00424286 -0.00152203 -0.0120397 0.00492893 0.00433739 0.0240204 -0.000516317 -0.00987583 0.0118875 -0.0204519 0.0240119 0.0159849 0.0124861 0.0138096 -0.00955542 0.0309329 -0.00203564 -0.00132349 -0.00236156 -0.00886346 -0.00253689
internal_weight=0 106.806 79.3879 76.5458 76.0822 35.2925 40.7897 33.947 6.8427 30.646 27.088 9.69157 4.35847 17.3964 2.69864 14.161 8.07094 6.09005 5.82755 4.07403 29.5282 23.9276 23.5217 2.75764 5.60058 73.5604 71.7514 68.9885 23.2649 18.3101
internal_count=6379 4659 1720 4182 4166 2369 1797 1581 216 1333 1277 390 216 887 129 796 91 705 165 614 2131 1497 1486 123 634 1555 1496 1461 345 274
is_linear=0
shrinkage=0.05


Tree=289
num_leaves=31
num_cat=0
split_feature=3 3 3 9 7 10 0 10 4 1 6 6 9 0 2 0 5 4 3 2 9 9 2 6 9 0 2 4 6 0
split_gain=0.670747 1.02063 0.732554 0.671731 0.755381 1.4705 0.768608 0.88298 0.692383 0.690899 0.667747 0.912225 1.03313 0.717508 0.702828 0.657602 0.774692 0.723648 0.648711 0.624873 0.617728 0.971611 0.682159 1.04155 0.67197 0.591886 0.772226 0.59358 1.37645 1.05717
threshold=609.50000000000011 2371.5000000000005 1.0000000180025095e-35 0.023500000000000004 2.5000000000000004 25.500000000000004 1580.5000000000002 28.500000000000004 0.69550000000000012 0.42350000000000004 8686.5000000000018 15529.500000000002 0.054500000000000007 2073.5000000000005 35.500000000000007 2730.5000000000005 5.5000000000000009 0.9255000000000001 437.00000000000006 52.500000000000007 0.52250000000000008 0.51950000000000018 31.500000000000004 8454.0000000000018 0.87150000000000005 1067.5000000000002 28.500000000000004 0.60550000000000004 12183.500000000002 1745.5000000000002
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=2 3 25 -2 5 -5 8 -8 -6 -9 13 -12 -13 -11 -14 16 -15 19 -4 -17 21 22 23 -7 -22 -1 -27 28 29 -28
right_child=1 -3 18 4 6 20 7 9 -10 10 11 12 14 15 -16 17 -18 -19 -20 -21 24 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.030282092064912232 0.054247458042567587 0.0050931354999761277 0.040881194018471061 0.011624204070562536 -0.028130960135094502 0.038160806350884251 -0.022973751985455218 0.024957580317116687 0.0054985966736690222 -0.025581212561326311 0.02590729261994773 0.026111107518819177 0.045225625458325223 0.018352795005974584 -0.033422974871571538 0.024655890628716468 -0.018431879956040363 0.012613672478253658 0.0068295557602715594 -0.031890817599755351 -0.038663637105329426 0.064215247572508002 -0.016912652340973593 -0.023453788283390425 0.007867393964214894 -0.02459621478056364 -0.015341959600977912 -0.00094672519107458209 0.032242794413052743 0.010610250507651478
leaf_weight=1.8089933362789441 0.46363494877004896 30.259979342692532 2.3313133001793167 5.7643034121138035 4.5315839173272243 1.4773688581772249 3.3010418306803322 3.557955326279628 2.3111137334490195 3.2354492597514826 5.3331090124556777 1.6598223501932805 0.32262884359806809 6.2110043446300534 2.3760139542864636 0.5676530534401526 1.8599346643313763 2.0160249040927738 3.4962338722543791 3.5063732576090842 4.6700856903917147 0.40587897051591326 20.7640815997147 1.2802698764717204 0.93049167632125307 2.7629338419064871 5.6960119530558648 45.723523765103891 4.9548110938630989 12.614106721419374
leaf_count=59 16 477 55 238 129 62 248 56 87 91 174 87 2 70 127 12 21 91 110 602 603 11 1363 61 31 35 46 1116 71 228
internal_value=0 -0.00268066 0.00338751 -0.00575378 -0.00611942 -0.0114755 -0.00148519 0.00159629 -0.0167726 0.00424286 0.00152203 0.0120397 -0.00492893 -0.00433739 -0.0240204 0.000516317 0.00987583 -0.0118875 0.0204519 -0.0240119 -0.0159849 -0.0124861 -0.0138096 0.00955542 -0.0309329 0.00203564 0.00132349 0.00236156 0.00886346 0.00253689
internal_weight=0 106.806 79.3879 76.5458 76.0822 35.2925 40.7897 33.947 6.8427 30.646 27.088 9.69157 4.35847 17.3964 2.69864 14.161 8.07094 6.09005 5.82755 4.07403 29.5282 23.9276 23.5217 2.75764 5.60058 73.5604 71.7514 68.9885 23.2649 18.3101
internal_count=6379 4659 1720 4182 4166 2369 1797 1581 216 1333 1277 390 216 887 129 796 91 705 165 614 2131 1497 1486 123 634 1555 1496 1461 345 274
is_linear=0
shrinkage=0.05


Tree=290
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=291
num_leaves=31
num_cat=0
split_feature=4 8 2 0 1 0 7 7 10 9 10 7 0 2 0 4 10 10 10 1 2 3 8 9 10 1 2 4 0 8
split_gain=0.667238 0.661825 0.742628 0.718967 0.761048 0.964407 0.637968 0.671394 0.890094 0.897032 0.83914 1.33134 0.937542 1.40668 1.02498 1.36923 1.28159 0.969977 0.836204 1.13172 1.29102 1.3145 0.819485 1.22845 0.725109 1.04084 0.673812 0.661289 1.38103 0.771598
threshold=0.29350000000000004 5.5000000000000009 89.500000000000014 8426.5000000000018 1.1910000000000001 921.00000000000011 1.0000000180025095e-35 1.5000000000000002 20.500000000000004 0.58050000000000013 52.500000000000007 4.5000000000000009 1732.0000000000002 44.500000000000007 2198.5000000000005 0.6755000000000001 37.500000000000007 43.500000000000007 20.500000000000004 0.5375000000000002 37.500000000000007 701.50000000000011 3.5000000000000004 0.10350000000000001 35.500000000000007 0.49050000000000005 49.500000000000007 0.49050000000000005 1189.0000000000002 1.5000000000000002
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=-1 2 3 4 5 -2 -7 18 9 -9 12 -12 17 14 15 24 -17 22 -8 20 -20 -22 27 -24 25 -14 -23 -10 -29 -30
right_child=1 -3 -4 -5 -6 6 7 8 10 -11 11 -13 13 -15 -16 16 -18 -19 19 -21 21 26 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.031635288439615571 -0.034940692663808552 -0.037492107252161198 0.029160445259654378 -0.018439128901391044 0.032196999056369954 -0.036616922088967066 -0.0097379963424763273 0.036470844259625657 -0.0038374104024637584 -0.014180210620481672 0.032689864075588361 -0.034782513602886034 -0.025595131354865554 4.8667310872305254e-05 -0.02469979738133787 0.027864436955607187 -0.017777002129964584 0.032097270732365103 0.02369906681831406 0.024518833481034813 -0.036195091776230134 0.037747464962149223 -0.026791843576157194 0.017907867129748057 -0.021865450981654991 0.022818132312507733 -0.012131012701183738 -0.0086091675757906834 -0.012271224119413482 0.035027884784370744
leaf_weight=1.6424457794055332 1.9041556040756393 1.1465542465448368 2.2502758605405679 4.9986937660723916 1.9081469972152252 1.1291913405293588 4.9566303994506624 3.0930832760641342 6.5071459428873011 1.2184631317504679 3.8253761784289955 0.9038416162948123 1.9401758834719682 74.666327048034873 11.134304476436226 4.5447456613183013 2.3248354650568217 3.27866700105369 3.7317747354973125 10.508677925216032 3.1054370034253225 1.2831346165621655 4.5087535246275356 2.3320608899230137 10.358678434509782 2.5951728206127882 1.4335955940769052 3.7286002212204021 0.99575391004327674 6.4303096421062946
leaf_count=27 74 35 734 82 160 14 63 91 65 37 95 13 32 2814 216 94 30 112 63 913 26 35 44 43 103 18 51 49 42 204
internal_value=0 0.00037634 0.000615433 0.000257275 0.000793318 0.000445816 0.000840935 0.00109061 -0.000219681 0.0221566 -0.000908431 0.0197946 -0.00163183 -0.00374671 -0.0123608 -0.00604822 0.0124182 0.00655661 0.00865234 0.0131958 0.000741277 -0.0139737 0.00313904 -0.0115535 -0.0145655 0.00210743 0.011427 0.0088298 0.0162193 0.0286856
internal_weight=0 182.743 181.596 179.346 174.347 172.439 170.535 169.406 144.386 4.31155 140.075 4.72922 135.346 107.564 32.8979 21.7636 6.86958 27.7813 25.0193 20.0626 9.55394 5.82217 24.5026 6.84081 14.894 4.53535 2.71673 17.6618 11.1547 7.42606
internal_count=6379 6352 6317 5583 5501 5341 5267 5253 4102 128 3974 108 3866 3307 493 277 124 559 1151 1088 175 112 447 87 153 50 86 360 295 246
is_linear=0
shrinkage=0.05


Tree=292
num_leaves=31
num_cat=0
split_feature=4 8 2 0 1 0 7 7 10 9 10 7 0 2 0 4 10 10 10 1 2 3 8 9 10 1 2 4 0 8
split_gain=0.667238 0.661825 0.742628 0.718967 0.761048 0.964407 0.637968 0.671394 0.890094 0.897032 0.83914 1.33134 0.937542 1.40668 1.02498 1.36923 1.28159 0.969977 0.836204 1.13172 1.29102 1.3145 0.819485 1.22845 0.725109 1.04084 0.673812 0.661289 1.38103 0.771598
threshold=0.29350000000000004 5.5000000000000009 89.500000000000014 8426.5000000000018 1.1910000000000001 921.00000000000011 1.0000000180025095e-35 1.5000000000000002 20.500000000000004 0.58050000000000013 52.500000000000007 4.5000000000000009 1732.0000000000002 44.500000000000007 2198.5000000000005 0.6755000000000001 37.500000000000007 43.500000000000007 20.500000000000004 0.5375000000000002 37.500000000000007 701.50000000000011 3.5000000000000004 0.10350000000000001 35.500000000000007 0.49050000000000005 49.500000000000007 0.49050000000000005 1189.0000000000002 1.5000000000000002
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=-1 2 3 4 5 -2 -7 18 9 -9 12 -12 17 14 15 24 -17 22 -8 20 -20 -22 27 -24 25 -14 -23 -10 -29 -30
right_child=1 -3 -4 -5 -6 6 7 8 10 -11 11 -13 13 -15 -16 16 -18 -19 19 -21 21 26 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.031635288439615571 0.034940692663808552 0.037492107252161198 -0.029160445259654378 0.018439128901391044 -0.032196999056369954 0.036616922088967066 0.0097379963424763273 -0.036470844259625657 0.0038374104024637584 0.014180210620481672 -0.032689864075588361 0.034782513602886034 0.025595131354865554 -4.8667310872305254e-05 0.02469979738133787 -0.027864436955607187 0.017777002129964584 -0.032097270732365103 -0.02369906681831406 -0.024518833481034813 0.036195091776230134 -0.037747464962149223 0.026791843576157194 -0.017907867129748057 0.021865450981654991 -0.022818132312507733 0.012131012701183738 0.0086091675757906834 0.012271224119413482 -0.035027884784370744
leaf_weight=1.6424457794055332 1.9041556040756393 1.1465542465448368 2.2502758605405679 4.9986937660723916 1.9081469972152252 1.1291913405293588 4.9566303994506624 3.0930832760641342 6.5071459428873011 1.2184631317504679 3.8253761784289955 0.9038416162948123 1.9401758834719682 74.666327048034873 11.134304476436226 4.5447456613183013 2.3248354650568217 3.27866700105369 3.7317747354973125 10.508677925216032 3.1054370034253225 1.2831346165621655 4.5087535246275356 2.3320608899230137 10.358678434509782 2.5951728206127882 1.4335955940769052 3.7286002212204021 0.99575391004327674 6.4303096421062946
leaf_count=27 74 35 734 82 160 14 63 91 65 37 95 13 32 2814 216 94 30 112 63 913 26 35 44 43 103 18 51 49 42 204
internal_value=0 -0.00037634 -0.000615433 -0.000257275 -0.000793318 -0.000445816 -0.000840935 -0.00109061 0.000219681 -0.0221566 0.000908431 -0.0197946 0.00163183 0.00374671 0.0123608 0.00604822 -0.0124182 -0.00655661 -0.00865234 -0.0131958 -0.000741277 0.0139737 -0.00313904 0.0115535 0.0145655 -0.00210743 -0.011427 -0.0088298 -0.0162193 -0.0286856
internal_weight=0 182.743 181.596 179.346 174.347 172.439 170.535 169.406 144.386 4.31155 140.075 4.72922 135.346 107.564 32.8979 21.7636 6.86958 27.7813 25.0193 20.0626 9.55394 5.82217 24.5026 6.84081 14.894 4.53535 2.71673 17.6618 11.1547 7.42606
internal_count=6379 6352 6317 5583 5501 5341 5267 5253 4102 128 3974 108 3866 3307 493 277 124 559 1151 1088 175 112 447 87 153 50 86 360 295 246
is_linear=0
shrinkage=0.05


Tree=293
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=294
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 2 2 0 0 6 6 4 0 10 9 5 6 6 5 4 4 5 6 1 0 4 4 9 10 2
split_gain=0.642183 0.749748 0.676353 1.12881 1.12519 2.0155 1.30625 1.11227 1.09491 1.08013 2.00696 1.56853 1.23595 1.20132 1.34633 1.02523 0.969335 1.13338 0.951689 0.913316 0.886285 0.864951 1.18069 0.820807 0.808557 1.25569 0.796805 0.784107 0.756241 0.923622
threshold=0.24150000000000002 1.0875000000000001 0.83350000000000002 2828.5000000000005 2370.0000000000005 39.500000000000007 52.500000000000007 1873.5000000000002 5778.5000000000009 2448.5000000000005 2661.0000000000005 0.63850000000000018 2568.5000000000005 27.500000000000004 0.60750000000000004 3.5000000000000004 4750.0000000000009 4329.5000000000009 5.5000000000000009 0.75350000000000017 0.60250000000000015 3.5000000000000004 11526.500000000002 0.76150000000000018 4499.0000000000009 0.84250000000000014 0.66850000000000021 0.14150000000000001 34.500000000000007 41.500000000000007
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=-1 2 3 7 5 27 -6 16 -5 -9 -11 28 13 -13 21 20 17 -2 23 -14 -10 22 -15 -18 25 -8 -22 -4 29 -12
right_child=1 -3 4 8 6 -7 24 9 15 10 11 12 19 14 -16 -17 18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.017946734320798904 0.012015843919514572 0.027155631598224983 -0.018611775881895828 0.021275134472249102 -0.030803605880279108 0.032543813738967586 -0.040096509019743036 -0.015084975344455515 -0.035113521972334492 0.040089550225076209 0.025158958380531362 0.037808767091448023 -0.039034918394949519 0.016945154640244379 -0.02790497722231728 -0.02658462721255437 -0.006823120547178047 0.063050036556629219 0.027756850564052263 0.0066899860070680607 0.04988267699415766 0.021105875027116236 -0.034611630579829591 0.029749295535779159 -0.0117874178655551 0.017465276514610693 0.0071124705369479298 0.012350037717731147 -0.018968205146569217 -0.010727945296688683
leaf_weight=4.8048706299159667 15.231444117962385 2.6145099463756187 5.7485533800208923 13.366365156951362 6.4194207619875696 4.8141899338224894 1.1213480271399046 17.031971054151654 1.0302370191784556 2.8693983294069758 2.5118547473102826 3.5517343556275653 2.3567863104399285 2.5122995022684327 2.5166669124737373 2.7183885577833271 18.931674883468084 1.1715894159860898 2.6911330055445424 2.0351037190994248 1.3053369330009443 8.7901177825406176 1.9901222129119558 1.6694588126847509 15.133281803806311 6.1091975329909474 6.5691465216805227 3.1738417083397508 14.856908810557796 6.2642791208345443
leaf_count=71 346 337 101 2226 102 143 33 227 24 30 23 55 34 35 22 102 273 26 104 26 96 96 17 73 597 460 401 110 130 59
internal_value=0 0.000578817 0.000180602 0.00194755 -0.00530361 0.00647019 -0.0109226 -0.000287365 0.0115155 -0.00420317 -0.000515232 -0.00297401 0.00609991 0.0115321 0.00562872 0.000292001 0.0063503 0.015661 -0.000206528 -0.017847 0.00849676 0.0119776 -0.00584354 -0.00385939 -0.00521582 0.00853832 0.0142024 -0.00759815 -0.0120939 -0.000456601
internal_weight=0 177.106 174.492 131.972 42.5198 13.7366 28.7832 106.983 24.9895 67.2872 50.2553 47.3859 23.7528 19.3609 15.8092 11.6231 39.6953 16.403 23.2923 4.39189 8.90472 13.2925 4.50242 20.6011 22.3638 7.23055 7.87448 8.9224 23.633 8.77613
internal_count=6379 6308 5971 4425 1546 354 1192 1576 2849 754 527 497 285 225 170 623 822 372 450 60 521 148 52 346 1090 493 497 211 212 82
is_linear=0
shrinkage=0.05


Tree=295
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 2 2 0 0 6 6 4 0 10 9 5 6 6 5 4 4 5 6 1 0 4 4 9 10 2
split_gain=0.642183 0.749748 0.676353 1.12881 1.12519 2.0155 1.30625 1.11227 1.09491 1.08013 2.00696 1.56853 1.23595 1.20132 1.34633 1.02523 0.969335 1.13338 0.951689 0.913316 0.886285 0.864951 1.18069 0.820807 0.808557 1.25569 0.796805 0.784107 0.756241 0.923622
threshold=0.24150000000000002 1.0875000000000001 0.83350000000000002 2828.5000000000005 2370.0000000000005 39.500000000000007 52.500000000000007 1873.5000000000002 5778.5000000000009 2448.5000000000005 2661.0000000000005 0.63850000000000018 2568.5000000000005 27.500000000000004 0.60750000000000004 3.5000000000000004 4750.0000000000009 4329.5000000000009 5.5000000000000009 0.75350000000000017 0.60250000000000015 3.5000000000000004 11526.500000000002 0.76150000000000018 4499.0000000000009 0.84250000000000014 0.66850000000000021 0.14150000000000001 34.500000000000007 41.500000000000007
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=-1 2 3 7 5 27 -6 16 -5 -9 -11 28 13 -13 21 20 17 -2 23 -14 -10 22 -15 -18 25 -8 -22 -4 29 -12
right_child=1 -3 4 8 6 -7 24 9 15 10 11 12 19 14 -16 -17 18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.017946734320798904 -0.012015843919514572 -0.027155631598224983 0.018611775881895828 -0.021275134472249102 0.030803605880279108 -0.032543813738967586 0.040096509019743036 0.015084975344455515 0.035113521972334492 -0.040089550225076209 -0.025158958380531362 -0.037808767091448023 0.039034918394949519 -0.016945154640244379 0.02790497722231728 0.02658462721255437 0.006823120547178047 -0.063050036556629219 -0.027756850564052263 -0.0066899860070680607 -0.04988267699415766 -0.021105875027116236 0.034611630579829591 -0.029749295535779159 0.0117874178655551 -0.017465276514610693 -0.0071124705369479298 -0.012350037717731147 0.018968205146569217 0.010727945296688683
leaf_weight=4.8048706299159667 15.231444117962385 2.6145099463756187 5.7485533800208923 13.366365156951362 6.4194207619875696 4.8141899338224894 1.1213480271399046 17.031971054151654 1.0302370191784556 2.8693983294069758 2.5118547473102826 3.5517343556275653 2.3567863104399285 2.5122995022684327 2.5166669124737373 2.7183885577833271 18.931674883468084 1.1715894159860898 2.6911330055445424 2.0351037190994248 1.3053369330009443 8.7901177825406176 1.9901222129119558 1.6694588126847509 15.133281803806311 6.1091975329909474 6.5691465216805227 3.1738417083397508 14.856908810557796 6.2642791208345443
leaf_count=71 346 337 101 2226 102 143 33 227 24 30 23 55 34 35 22 102 273 26 104 26 96 96 17 73 597 460 401 110 130 59
internal_value=0 -0.000578817 -0.000180602 -0.00194755 0.00530361 -0.00647019 0.0109226 0.000287365 -0.0115155 0.00420317 0.000515232 0.00297401 -0.00609991 -0.0115321 -0.00562872 -0.000292001 -0.0063503 -0.015661 0.000206528 0.017847 -0.00849676 -0.0119776 0.00584354 0.00385939 0.00521582 -0.00853832 -0.0142024 0.00759815 0.0120939 0.000456601
internal_weight=0 177.106 174.492 131.972 42.5198 13.7366 28.7832 106.983 24.9895 67.2872 50.2553 47.3859 23.7528 19.3609 15.8092 11.6231 39.6953 16.403 23.2923 4.39189 8.90472 13.2925 4.50242 20.6011 22.3638 7.23055 7.87448 8.9224 23.633 8.77613
internal_count=6379 6308 5971 4425 1546 354 1192 1576 2849 754 527 497 285 225 170 623 822 372 450 60 521 148 52 346 1090 493 497 211 212 82
is_linear=0
shrinkage=0.05


Tree=296
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


Tree=297
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 3 3 7 6 8 5 6 6 0 4 5 0 1 1 1 1 2 10 4 2 1 1 10 5 0
split_gain=0.627253 0.804537 0.701643 0.882597 0.622256 0.592716 1.11748 1.04611 1.38359 0.659082 0.899381 0.643071 0.940309 1.24984 0.905585 0.937895 0.805718 0.760069 1.69704 1.0666 0.870295 1.63761 0.757951 1.28728 0.737493 0.735206 0.831945 0.858006 0.939841 1.19013
threshold=12859.000000000002 8588.5000000000018 1.1910000000000001 921.00000000000011 0.29350000000000004 996.50000000000011 2233.5000000000005 2.5000000000000004 1656.5000000000002 3.5000000000000004 5.5000000000000009 1438.6500000000003 1963.5000000000002 3064.5000000000005 0.84750000000000003 4.5000000000000009 1517.5000000000002 0.84500000000000008 0.86750000000000005 0.78050000000000008 0.68450000000000022 49.500000000000007 36.500000000000007 0.61950000000000005 59.500000000000007 0.64550000000000007 0.44150000000000006 28.500000000000004 5.5000000000000009 1605.5000000000002
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=1 2 3 -1 -5 11 7 8 -7 -10 -11 -6 13 24 17 -16 -17 19 -19 20 21 25 -20 -24 -13 26 27 -14 29 -29
right_child=-2 -3 -4 4 5 6 -8 -9 9 10 -12 12 14 -15 15 16 -18 18 22 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.034867050081175015 0.033756706336463986 -0.021897913467364749 0.031640901807243542 -0.030943736567443633 0.010469611215516629 -0.038009088341427785 -0.0035563971772090718 0.0022443018226045663 0.025622183871265289 0.019422250637648242 -0.026574517381483493 -0.019089566195812133 0.032730583939596457 0.034488155865162566 -0.021310280519347202 -0.04060385392578636 0.0090214335144104419 -0.04869146083005424 -0.018693747420236492 0.030525286130791692 -0.015100391987239989 0.021622801800585359 0.053529876215891198 -0.0096892643409001705 -0.063258241913582522 0.029190536639980232 -0.013659380850286788 0.010521647722988279 0.027604680667353967 -0.026564715943020414
leaf_weight=1.7934510346967716 1.3727445503463958 4.1615711352787903 1.7730020235758264 1.5696381190791715 9.1962306222412717 1.0737301907502139 30.731481692346279 27.111215479730163 14.509357241680847 3.225170593825168 1.5850417518522588 7.0994099595118279 2.2542472751811209 0.99078441236633885 10.154994669836016 0.9438281562179317 6.1319373022415675 2.3217498279409465 2.5262459393707104 3.5064116085995911 6.4444550191983572 10.41364054562291 1.4227420223178344 1.8552141350228337 1.0902108448790384 1.7907043599989254 11.736436538863925 4.1876713959500176 2.2545340824872246 4.474844753742218
leaf_count=74 430 115 160 27 286 34 538 1234 1339 193 62 141 21 185 217 12 165 36 89 107 222 334 17 47 10 21 132 29 16 86
internal_value=0 -0.000171553 0.000347575 2.57387e-05 0.000392549 0.000683538 0.00387316 0.00867947 0.0172345 0.0203048 0.00426558 -0.00206485 -0.00347747 -0.0185525 -0.00156646 -0.0115729 0.00240197 0.0015577 -0.0125636 0.00399589 0.00186021 0.00480539 0.00188804 0.0177499 -0.0249693 -0.00175419 -0.00397891 0.00464698 -0.00115197 -0.00863626
internal_weight=0 178.33 174.168 172.395 170.602 169.032 78.236 47.5045 20.3933 19.3196 4.81021 90.7963 81.6001 9.18041 72.4197 17.2308 7.07577 55.1889 8.12595 47.0629 43.5565 37.1121 5.8042 3.27796 8.18962 26.6984 24.9077 13.1713 10.9171 8.66252
internal_count=6379 5949 5834 5674 5600 5573 3400 2862 1628 1594 255 2173 1887 336 1551 394 177 1157 189 968 861 639 153 64 151 305 284 152 131 115
is_linear=0
shrinkage=0.05


Tree=298
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 3 3 7 6 8 5 6 6 0 4 5 0 1 1 1 1 2 10 4 2 1 1 10 5 0
split_gain=0.627253 0.804537 0.701643 0.882597 0.622256 0.592716 1.11748 1.04611 1.38359 0.659082 0.899381 0.643071 0.940309 1.24984 0.905585 0.937895 0.805718 0.760069 1.69704 1.0666 0.870295 1.63761 0.757951 1.28728 0.737493 0.735206 0.831945 0.858006 0.939841 1.19013
threshold=12859.000000000002 8588.5000000000018 1.1910000000000001 921.00000000000011 0.29350000000000004 996.50000000000011 2233.5000000000005 2.5000000000000004 1656.5000000000002 3.5000000000000004 5.5000000000000009 1438.6500000000003 1963.5000000000002 3064.5000000000005 0.84750000000000003 4.5000000000000009 1517.5000000000002 0.84500000000000008 0.86750000000000005 0.78050000000000008 0.68450000000000022 49.500000000000007 36.500000000000007 0.61950000000000005 59.500000000000007 0.64550000000000007 0.44150000000000006 28.500000000000004 5.5000000000000009 1605.5000000000002
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=1 2 3 -1 -5 11 7 8 -7 -10 -11 -6 13 24 17 -16 -17 19 -19 20 21 25 -20 -24 -13 26 27 -14 29 -29
right_child=-2 -3 -4 4 5 6 -8 -9 9 10 -12 12 14 -15 15 16 -18 18 22 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.034867050081175015 -0.033756706336463986 0.021897913467364749 -0.031640901807243542 0.030943736567443633 -0.010469611215516629 0.038009088341427785 0.0035563971772090718 -0.0022443018226045663 -0.025622183871265289 -0.019422250637648242 0.026574517381483493 0.019089566195812133 -0.032730583939596457 -0.034488155865162566 0.021310280519347202 0.04060385392578636 -0.0090214335144104419 0.04869146083005424 0.018693747420236492 -0.030525286130791692 0.015100391987239989 -0.021622801800585359 -0.053529876215891198 0.0096892643409001705 0.063258241913582522 -0.029190536639980232 0.013659380850286788 -0.010521647722988279 -0.027604680667353967 0.026564715943020414
leaf_weight=1.7934510346967716 1.3727445503463958 4.1615711352787903 1.7730020235758264 1.5696381190791715 9.1962306222412717 1.0737301907502139 30.731481692346279 27.111215479730163 14.509357241680847 3.225170593825168 1.5850417518522588 7.0994099595118279 2.2542472751811209 0.99078441236633885 10.154994669836016 0.9438281562179317 6.1319373022415675 2.3217498279409465 2.5262459393707104 3.5064116085995911 6.4444550191983572 10.41364054562291 1.4227420223178344 1.8552141350228337 1.0902108448790384 1.7907043599989254 11.736436538863925 4.1876713959500176 2.2545340824872246 4.474844753742218
leaf_count=74 430 115 160 27 286 34 538 1234 1339 193 62 141 21 185 217 12 165 36 89 107 222 334 17 47 10 21 132 29 16 86
internal_value=0 0.000171553 -0.000347575 -2.57387e-05 -0.000392549 -0.000683538 -0.00387316 -0.00867947 -0.0172345 -0.0203048 -0.00426558 0.00206485 0.00347747 0.0185525 0.00156646 0.0115729 -0.00240197 -0.0015577 0.0125636 -0.00399589 -0.00186021 -0.00480539 -0.00188804 -0.0177499 0.0249693 0.00175419 0.00397891 -0.00464698 0.00115197 0.00863626
internal_weight=0 178.33 174.168 172.395 170.602 169.032 78.236 47.5045 20.3933 19.3196 4.81021 90.7963 81.6001 9.18041 72.4197 17.2308 7.07577 55.1889 8.12595 47.0629 43.5565 37.1121 5.8042 3.27796 8.18962 26.6984 24.9077 13.1713 10.9171 8.66252
internal_count=6379 5949 5834 5674 5600 5573 3400 2862 1628 1594 255 2173 1887 336 1551 394 177 1157 189 968 861 639 153 64 151 305 284 152 131 115
is_linear=0
shrinkage=0.05


Tree=299
num_leaves=1
num_cat=0
split_feature=
split_gain=
threshold=
decision_type=
left_child=
right_child=
leaf_value=0
leaf_weight=
leaf_count=
internal_value=
internal_weight=
internal_count=
is_linear=0
shrinkage=1


end of trees

feature_importances:
Total_Trans_Amt=1552
Total_Amt_Chng_Q4_Q1=822
Total_Trans_Ct=718
Total_Ct_Chng_Q4_Q1=590
Total_Revolving_Bal=502
Total_Relationship_Count=402
Months_on_book=394
Credit_Limit=376
Months_Inactive_12_mon=246
Contacts_Count_12_mon=246
Avg_Utilization_Ratio=152

parameters:
[boosting: gbdt]
[objective: multiclass]
[metric: multi_logloss]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.05]
[num_leaves: 31]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 10]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 5]
[num_class: 3]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]