tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=29
objective=regression
feature_names=B01_mean B02_mean B03_mean B04_mean B05_mean B06_mean B07_mean B08_mean B09_mean B11_mean B12_mean B8A_mean WVP_mean AOT_mean percent_water green95th green5th green_red_ratio green_blue_ratio red_blue_ratio green95th_blue_ratio green5th_blue_ratio NDVI_B04 NDVI_B05 NDVI_B06 NDVI_B07 AOT_range month days_before_sample land_cover
feature_infos=[15.594890510948906:1252.3636363636363] [67.037579319029163:1538.282643312102] [84.510080339548281:1769.4327323162274] [35.45313523744813:1822.8014545454546] [21.277387524961824:1583.4749999999999] [7.8331476943640013:1419.2490450725745] [14.388888888888889:1434.6892177589853] [24.61488077669415:3000.0799001248438] [14.831098615916956:3550.5] [30.183052125553775:1118.3977850750114] [28.586890547263682:960.95206019782756] [7.4465793448386854:1300.0372836218376] [275.72854301955192:4324.7217098931624] [58.524590163934427:345.57674138104335] [2.3795359904818562e-05:1] [122:3628] [1:979.10000000000002] [0.78860792410364022:2.4795371297553248] [0.58169777812201529:2.3130811415881953] [0.2457410069834273:2.2340025351257244] [0.74634309037760205:5.7120267339545814] [0.033739755446961582:1.7321480169659089] [-0.49234558554022478:0.46801715698574536] [-0.49320147155117838:0.87061948012155033] [-0.11361036705040899:0.91848665842770194] [-0.1435088179006124:0.89612182315373801] [0:52] [1:12] [0:30] [10:210]
tree_sizes=2659 2766 2775 2791 2801 2772 2774 2808 2790 2768 2787 2781 2775 2790 2789 2795 2794 2797 2787 2795 2773 2774 2800 2781 2768 2785 2782 2790 2806 2797 2789 2777 2792 2794 2802 2790 2802 2815 2760 2797 2787 2791 2799 2773 2754 2803 2789 2796 2764 2790 2781 2765 2780 2773 2785 2813 2773 2779 2767 2785 2788 2778 2800 2764 2765 2769 2787 2786 2790 2760 2763 2760 2767 2761 2782 2796 2786 2786 2758 2771 2799 2770 2806 2748 2764 2793 2782 2786 2772 2792 2786 2776 2780 2769 2763 2783 2778 2741 2753 2784 2771 2768 2774 2780 2779 2799 2779 2780 2782 2778 2799 2795 2779 2785 2777 2792 2782 2771 2792 2760 2795 2805 2792 2760 2757 2769 2773 2775 2772 2810 2791 2797 2800 2809 2782 2755 2764 2783 2757 2799 2786 2782 2786 2795 2770 2795 2758 2796 2788 2766 2771 2793 2812 2798 2770 2816 2771 2771 2778 2779 2808 2799 2766 2792 2797 2788 2829 2813 2768 2798

Tree=0
num_leaves=31
num_cat=0
split_feature=29 18 29 13 18 12 24 8 26 23 19 3 15 3 26 12 21 16 26 18 18 24 8 0 15 19 23 21 18 0
split_gain=8423.08 1915.78 1454.88 943.149 928.254 493.909 345.926 289.796 229.997 328.041 229.955 209.972 212.905 208.108 178.33 168.79 206.139 117.98 116.64 111.952 110.155 135.465 109.547 108.658 108.018 102.967 100.299 92.8144 92.2056 89.6332
threshold=20.500000000000004 0.98912642927374528 105.00000000000001 71.926511870015446 1.2018518234728595 2265.9880153670638 0.71168057963246933 1488.7166110493142 1.0000000180025095e-35 -0.058747865853532394 1.5566227592366142 1247.3874868322141 1427.0000000000002 165.66634951302217 1.0000000180025095e-35 832.04901524684612 1.1141782279371111 228.32500000000002 1.0000000180025095e-35 1.1499955052689399 1.2664218802808873 0.4390448584411743 139.26486015831139 323.36611656216695 2110.2000000000003 1.2975098279457369 -0.046453132356426639 0.38941101371729742 1.1836760028072215 395.82440752653525
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 14 7 6 17 20 29 15 9 -6 11 12 13 -10 -2 -3 -17 19 -19 -5 21 -1 -15 -18 -14 -11 -20 -9 -23 -4
right_child=1 2 3 4 8 -7 -8 27 10 25 -12 -13 24 22 -16 16 23 18 26 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=11.059070098623565 10.296796613073624 10.531805880713547 10.637258309116755 10.497415377413583 10.763677312518347 10.777154746964586 10.496159568284535 10.591770340607306 10.516150411637513 10.902705397500547 10.592788018049685 11.020872190742741 10.62213831132838 10.629350648248581 10.539842065118719 10.624238179089811 10.699291631619591 10.795278562545789 10.729634551417515 10.696219736311331 11.099374235780923 10.701546473699413 10.818907803603411 10.946114838939472 10.864508814724175 11.102295422042181 10.625714454787367 10.508376887621099 10.985781690159826 10.794037309236966
leaf_weight=115 164 163 240 87 103 64 231 183 25 46 65 37 112 32 37 501 42 64 124 42 390 21 645 31 22 59 370 493 25 43
leaf_count=115 164 163 240 87 103 64 231 183 25 46 65 37 112 32 37 501 42 64 124 42 390 21 645 31 22 59 370 493 25 43
internal_value=10.6958 10.6423 10.6584 10.7067 10.7402 11.0401 10.587 10.5782 10.7953 10.8905 10.7742 10.7878 10.7774 10.7995 10.3415 10.6216 10.6471 10.6483 10.6683 10.5621 11.0706 11.0011 10.8099 10.8041 10.6619 11.0149 10.6518 10.531 10.856 10.6611
internal_weight=0 3961 3760 2347 1833 615 514 1413 1146 208 938 873 836 702 201 737 574 687 558 129 551 161 677 73 134 105 494 676 46 283
internal_count=4576 3961 3760 2347 1833 615 514 1413 1146 208 938 873 836 702 201 737 574 687 558 129 551 161 677 73 134 105 494 676 46 283
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=29 18 29 22 27 18 7 27 23 29 21 7 4 27 9 18 26 10 10 10 18 18 10 16 21 18 19 22 1 29
split_gain=6822.7 1551.78 1178.46 588.443 348.19 290.801 250.954 247.03 243.741 242.185 235.597 196.045 191.721 188.203 180.832 409.332 152.966 146.361 141.872 120.318 126.231 117.533 117.071 109.163 164.355 108.401 103.795 99.7106 93.168 97.4719
threshold=20.500000000000004 0.98912642927374528 105.00000000000001 0.19729587181828342 5.5000000000000009 1.2053769015704747 2027.1996940024483 5.5000000000000009 0.27868321748839658 200.00000000000003 0.30464546542169907 2351.9123087556532 284.53375149342895 5.5000000000000009 190.9749455337691 1.3238841276124034 1.0000000180025095e-35 165.22604743042518 194.42973433865646 225.70534784255551 1.1523305292329851 1.3064691814742473 119.13911541316888 355.12500000000006 1.0764352154593395 1.4725712306157581 0.92839655576310354 -0.17286638422276931 317.25325382718785 125.00000000000001
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 13 4 7 -3 10 23 9 21 16 -1 12 17 -2 15 -10 -4 22 -12 -16 -21 -5 -9 -6 -25 28 -11 -27 -14 -30
right_child=1 2 3 8 6 -7 -8 11 14 26 18 -13 25 -15 19 -17 -18 -19 -20 20 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-0.096615954832388815 -0.45721800074432839 -0.17350085171652196 0.3150555429550318 0.0039285592734813694 -0.069561199878324875 0.34356616870650364 -0.18069587777826673 0.0023246085217766216 -0.089930285207212801 -0.22087425329583757 0.034471050525705024 0.33707810640335084 0.22106401938380618 -0.25116819565494858 -0.14001684458750124 0.3541665042654194 0.012765801777230933 0.17462855186816809 0.31673736617616988 -0.13562590537921471 0.047652189460183896 0.33887724256142976 -0.14123921403183767 -0.032318365022626229 0.17352465930581096 0.054015433964420961 -0.055073040295004233 0.18122840313523819 0.24744964912533762 0.042515871261606331
leaf_weight=26 66 494 26 22 530 496 166 209 73 47 24 25 33 135 370 29 47 37 69 68 84 20 78 173 50 101 192 158 24 704
leaf_count=26 66 494 26 22 530 496 166 209 73 47 24 25 33 135 370 29 47 37 69 68 84 20 78 173 50 101 192 158 24 704
internal_value=0 -0.0481139 -0.0336423 0.00979647 -0.105794 0.309885 -0.0693991 0.0413138 -0.0697539 -0.0389861 0.169497 0.0596144 0.0544532 -0.318826 -0.0854489 0.0363325 0.120431 -0.0125604 0.243894 -0.109245 -0.0343406 0.163428 -0.0366927 -0.0448636 0.0138348 0.0757399 -0.0876783 0.13162 0.0567215 0.0492719
internal_weight=0 3961 3760 2347 1413 615 919 1681 666 312 119 1369 1344 201 624 102 73 324 93 522 152 42 287 753 223 1020 239 259 761 728
internal_count=4576 3961 3760 2347 1413 615 919 1681 666 312 119 1369 1344 201 624 102 73 324 93 522 152 42 287 753 223 1020 239 259 761 728
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=29 14 29 4 10 14 14 18 18 10 6 3 18 14 25 16 25 10 16 23 16 25 16 10 15 3 15 6 29 26
split_gain=5526.38 1400.59 928.069 495.652 423.532 349.506 299.582 290.801 238.138 177.773 177.235 162.107 148.742 133.329 131.317 125.353 154.458 129.429 115.033 113.478 112.801 110.035 99.6162 128.167 91.4679 126.24 87.1635 95.7782 103.664 123.895
threshold=20.500000000000004 0.97022675818370641 105.00000000000001 284.53375149342895 217.83346295184563 0.0048181406680508363 0.00031161795181965666 1.1981079730632871 1.2664218802808873 194.42973433865646 450.76245511066469 387.80712607536049 1.1004076161170748 0.41398872641587714 0.40836702792727592 161.45000000000002 -0.02372749146238624 139.63483746792133 64.500000000000014 0.39193137140026491 309.50000000000006 0.36765477580155065 465.00000000000006 334.98333333333341 916.50000000000011 868.14321859554286 3413.3499999999995 607.57673267326743 200.00000000000003 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=8 2 5 4 6 21 -4 26 9 -1 11 -9 -8 18 -12 -13 -17 24 -14 -11 -6 -2 -7 -24 -18 -26 27 -5 -29 -30
right_child=1 -3 3 7 20 22 12 10 -10 19 14 15 13 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=0.03628035422621502 -0.24525009842279055 -0.32410811422502295 -0.19069354203785516 0.0078897223837250605 0.091647479401103085 -0.06247974653493598 -0.15061974290500182 0.099825305515131746 0.32386657370272842 0.29967430617693253 0.15485383269994735 0.24071534804645039 0.16230913047437315 0.13609423221034164 -0.022098203657232987 0.066167272664375193 -0.24160449882037938 0.010459290509895674 -0.052093441311368033 0.11037864732471379 0.38061456680297856 -0.12980739223462986 0.1490502333370122 -0.063143786364945317 0.06813167180452083 -0.20056168174316338 0.17579067132689738 -0.15528606235520126 0.16783684375030655 -0.071515771607427225
leaf_weight=54 96 170 182 317 35 620 101 286 404 113 291 21 27 51 49 161 48 126 342 44 22 590 55 59 36 34 22 97 28 95
leaf_count=54 96 170 182 317 35 620 101 286 404 113 291 21 27 51 49 161 48 126 342 44 22 590 55 59 36 34 22 97 28 95
internal_value=0 -0.0433025 -0.0307103 0.00758027 -0.0589874 -0.0946447 -0.0802441 0.038984 0.278896 0.192791 0.0699545 0.0415906 -0.041661 -0.0154591 0.129352 0.00249402 -0.0098582 -0.0600226 -0.0364054 0.246623 0.203179 -0.145963 -0.0466828 0.0392305 -0.135283 -0.0623765 -0.0193003 -0.0272929 -0.0779878 -0.017029
internal_weight=0 3961 3791 2371 760 1420 703 1611 615 211 1052 712 521 420 340 426 405 244 369 157 57 686 734 114 118 70 559 537 220 123
internal_count=4576 3961 3791 2371 760 1420 703 1611 615 211 1052 712 521 420 340 426 405 244 369 157 57 686 734 114 118 70 559 537 220 123
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=29 14 13 18 29 12 14 27 26 27 23 16 13 12 16 27 14 12 13 9 23 4 13 25 18 18 10 27 17 5
split_gain=4476.37 1134.48 783.282 821.013 341.281 330.122 283.927 204.119 180.992 270.337 225.655 177.875 156.773 134.214 116.503 179.218 115.751 109.3 164.53 91.4068 132.597 115.214 100.908 140.553 91.1855 84.5156 103.519 82.3355 81.4561 87.4945
threshold=20.500000000000004 0.97022675818370641 71.926511870015446 1.2122100796061694 95.000000000000014 2589.6734349047074 0.00031161795181965666 5.5000000000000009 1.0000000180025095e-35 5.5000000000000009 -0.017372476659652827 169.45000000000002 70.0029411764706 2123.0407430298042 355.12500000000006 6.5000000000000009 0.00012195270527152152 763.86843384478323 65.999524203230109 214.8364086599689 -0.17904505301528703 245.60827115030528 147.38109026379837 0.0069797431489254181 1.6336978639766044 1.2939260520407438 144.368302440002 5.5000000000000009 0.957900074818545 668.94122770848378
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 6 7 14 25 -2 -4 10 -10 -6 13 17 -9 -5 -16 -13 18 -8 20 -11 -21 -22 -24 -19 26 -1 -3 -18 -30
right_child=1 27 3 4 8 -7 12 11 9 19 -12 16 -14 -15 15 -17 28 24 -20 21 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.03092298321425915 -0.18026924362005314 -0.37798528422170613 -0.12817096907281161 -0.084680416407859213 0.065821301872757351 -0.012925251071680001 -0.11663582442012035 -0.075740072559491389 -0.054409867192015932 0.10514106298929582 0.27621935384838209 -0.13511131979583299 -0.17763574410426441 -0.31997494037662233 -0.066912888549268246 0.14423738993905685 0.16190381464031009 -0.024706416579581739 0.13825505918690137 0.3332716522216797 0.045078222092169412 0.10915075293976627 0.083004006215681644 -0.22310429351404309 0.16085480197878749 0.30157817067319881 0.24718922951639932 -0.23556822549949571 0.0049510705343612377 -0.074476625500498592
leaf_weight=25 316 67 317 199 110 44 265 63 170 245 95 80 109 35 88 74 27 305 28 25 130 278 24 40 29 353 193 103 554 185
leaf_count=25 316 67 317 199 110 44 265 63 170 245 95 80 109 35 88 74 27 305 28 25 130 278 24 40 29 353 193 103 554 185
internal_value=0 -0.0389722 -0.0276393 0.000531201 0.051102 0.251006 -0.100984 -0.0587421 0.0784197 0.0593352 0.163323 -0.0354275 -0.0669434 -0.162967 -0.0334243 0.0295385 -0.0206534 -0.0477002 -0.0922777 0.0853954 0.0562361 0.127643 -0.00552529 -0.108314 -0.00859481 0.271344 0.222388 -0.291697 -0.00869958 -0.0149327
internal_weight=0 3961 3791 2739 1478 615 1052 1261 1117 912 205 944 736 98 361 162 846 627 293 742 439 303 194 64 334 571 218 170 766 739
internal_count=4576 3961 3791 2739 1478 615 1052 1261 1117 912 205 944 736 98 361 162 846 627 293 742 439 303 194 64 334 571 218 170 766 739
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=10 19 19 22 26 25 28 23 21 22 19 26 2 22 19 0 27 21 23 12 21 27 27 10 19 19 28 12 22 26
split_gain=1208.1 803.76 577.037 472.24 390.595 377.086 237.845 189.252 187.44 186.978 188.2 183.807 171.833 168.026 165.817 160.273 180.909 152.024 157.472 142.56 140.517 369.72 179.42 115.897 112.843 114.545 114.26 110.991 104.223 94.0577
threshold=179.00666666666669 1.1514447826155474 0.60062146551707951 0.3466497602296984 1.0000000180025095e-35 -0.02372749146238624 6.5000000000000009 0.72331248804958104 0.72732353587777931 0.19729587181828342 0.85811732344775349 1.0000000180025095e-35 636.81735392688836 -0.082937681387606557 1.4034743181702323 711.75396825396831 6.5000000000000009 0.98071681198895611 0.018192502834893483 446.94984870685749 0.4422443298586699 4.5000000000000009 6.5000000000000009 299.20378811275953 1.3670807943867918 1.5768828374957162 1.5000000000000002 1462.6950586390537 -0.15963630689031075 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=2 9 8 4 -3 17 13 19 -1 10 -2 -12 -5 -6 23 16 27 18 -4 -7 21 -21 24 29 26 -26 -22 -13 -19 -8
right_child=1 3 5 12 6 7 14 -9 -10 -11 11 15 -14 -15 -16 -17 -18 28 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.2932352996646212 -0.11004020277532223 0.24969496238432157 -0.0028823144803975676 -0.11475524251419369 -0.080433297086329694 -0.12601639070165505 -0.16411245722627762 -0.10986035789488145 -0.040091265699802307 -0.077252152586432421 0.15052248111460359 -0.13397304787010442 0.20834360241889957 0.21949144616811234 0.21934987526564373 -0.085922164947062868 0.10543953957676422 0.028271449786939858 -0.29647955879569055 0.33478308787217015 -0.28012416896067166 -0.0091912808480547441 -0.0050007940657944179 0.10218250021539831 0.089022276262121822 -0.12194652044298976 -0.096203083590080507 0.022556498870041901 0.13255851852914527 0.0094744174979453869
leaf_weight=117 92 301 211 93 21 157 49 458 39 231 128 61 20 169 42 118 240 218 20 37 38 201 598 74 62 44 304 176 171 86
leaf_count=117 92 301 211 93 21 157 49 458 39 231 128 61 20 169 42 118 240 218 20 37 38 201 598 74 62 44 304 176 171 86
internal_value=0 0.0609508 -0.0433149 0.132872 0.161874 -0.0317568 0.101933 -0.0538643 -0.229949 0.00216271 0.0246717 0.0418135 -0.0575696 0.186342 0.0380378 0.0184273 0.0442413 0.0359563 -0.028302 -0.0360668 -0.0250683 0.0442837 -0.0408482 0.00160189 -0.088698 0.00145032 -0.116639 -0.0177317 0.0741149 -0.0535312
internal_weight=0 1901 2675 855 742 2519 441 1899 156 1046 815 723 113 190 251 595 477 620 231 1441 1284 238 1046 209 448 106 342 237 389 135
internal_count=4576 1901 2675 855 742 2519 441 1899 156 1046 815 723 113 190 251 595 477 620 231 1441 1284 238 1046 209 448 106 342 237 389 135
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=18 13 26 14 24 6 27 14 26 12 3 28 13 14 13 13 12 12 12 9 13 28 8 26 21 8 14 28 13 9
split_gain=1171.27 1348.43 660.864 656.316 274.298 265.235 244.095 217.176 182.935 168.812 167.053 157.246 125.697 119.488 131.251 176.887 138.367 103.033 99.9064 99.4605 134.8 92.7846 92.1784 89.8774 126.852 152.168 103.093 87.192 135.771 126.783
threshold=1.2152124464580798 71.926511870015446 1.0000000180025095e-35 0.67046222107487186 0.042474816477193054 450.76245511066469 6.5000000000000009 0.011014788679149576 1.0000000180025095e-35 504.88397726533054 1619.8184847593845 3.5000000000000004 92.945541764600122 0.00031161795181965666 70.0029411764706 65.999524203230109 815.44304694790731 3335.0817913514084 897.74512578346582 248.95264585032785 212.39175633619439 5.5000000000000009 2886.4034188034193 6.5000000000000009 0.64253298960986382 444.4292718589673 0.016197543090154715 1.5000000000000002 132.00032981530345 253.77781257830119
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 13 4 7 -3 6 9 10 12 -4 -1 17 -9 -2 15 16 -15 -8 -17 20 -13 -7 -12 -11 -25 -26 -27 28 29 -10
right_child=1 2 5 -5 -6 21 11 8 27 23 22 19 -14 14 -16 18 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.093557924220719971 -0.149547651947527 0.042986463842338285 -0.29438325937675391 -0.24552711609793809 0.22757408508972429 0.18143112987135759 0.15898551333677302 -0.041798575315624475 -0.29217400427028123 0.020678458542403473 0.18366317017511891 0.02525361481947019 0.19911811374016664 -0.10368450547890612 -0.15709413165944475 0.17360454094756783 0.01181863192907151 -0.022459577829451176 -0.019285418510437011 0.13650663640084013 -0.20066005335799578 0.080391623330010917 -0.026347577571868896 0.098693416151218127 -0.003475104239596813 -0.14080288326594889 -0.41326618265537984 -0.008310388332776945 0.018704615322957665 -0.014799094544007227
leaf_weight=747 146 102 23 174 382 168 203 32 45 251 33 296 67 266 96 58 170 37 50 70 29 198 57 32 54 41 21 647 55 26
leaf_count=747 146 102 23 174 382 168 203 32 45 251 33 296 67 266 96 58 170 37 50 70 29 198 57 32 54 41 21 647 55 26
internal_value=0 0.0423051 0.0877341 -0.0605033 0.188673 0.0534019 0.0279971 -0.0416653 -0.00674004 -0.0309514 -0.078051 0.0671724 0.121246 -0.0679149 -0.0492924 -0.0302686 -0.0586489 0.131013 0.0843036 0.0283833 0.00509516 0.12677 0.0506564 -0.0157661 -0.0775742 -0.1262 -0.233089 -0.0231315 -0.0992369 -0.1906
internal_weight=0 2693 1907 1883 484 1423 1057 1709 872 422 837 635 99 786 640 544 436 240 108 395 325 366 90 399 148 116 62 773 126 71
internal_count=4576 2693 1907 1883 484 1423 1057 1709 872 422 837 635 99 786 640 544 436 240 108 395 325 366 90 399 148 116 62 773 126 71
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=29 18 29 13 18 27 17 22 24 18 10 22 19 9 6 27 24 9 17 19 24 17 17 6 17 18 15 9 16 29
split_gain=2779.01 557.686 521.074 362.668 243.465 189.648 145.742 142.717 125.912 114.016 123.051 108.38 97.2095 95.9656 148.813 95.7127 88.8033 83.8964 82.5596 82.3741 125.829 78.1019 72.911 72.8324 71.1817 71.016 97.2395 73.2353 70.8406 63.5643
threshold=20.500000000000004 0.98912642927374528 105.00000000000001 82.208185826454397 1.2425352302846215 5.5000000000000009 0.93823201607538553 -0.12711800280628169 0.70481311979024974 1.2939260520407438 196.96153846153848 0.17724427630029407 1.3288756317481984 230.72148539674617 362.08883305162647 5.5000000000000009 0.58882991052565614 237.33971709197786 1.0017205914682645 1.3670807943867918 0.28720447606608374 0.82726830249460004 0.98232206773891018 155.76969696969698 1.2373004608661757 1.5155598845818288 1778.3500000000001 90.421539229493561 169.45000000000002 50.000000000000007
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=9 15 5 8 6 18 -5 12 25 10 22 -8 -6 23 16 -2 -15 -18 -3 20 -9 -21 -1 -7 -16 26 -4 -27 -13 -25
right_child=1 2 3 4 7 13 11 19 -10 -11 -12 28 -14 14 24 -17 17 -19 -20 21 -22 -23 -24 29 -26 27 -28 -29 -30 -31
leaf_value=0.14543315103011473 -0.29168757631189446 -0.17692540334787088 -0.062515359367170037 0.21271794284212181 0.040075144629413091 -0.081260069232284488 0.014868207546275889 0.11618311674210535 -0.10205377320446317 0.23376859593004484 0.18642722544701476 -0.2427414452036222 -0.13079080359127962 -0.35716530084609988 -0.054178902455980241 -0.14474626877793559 -0.2309428093135357 -0.064154635062808871 -0.090630766276444785 0.013051998659613588 -0.014370256885118091 0.22919088075073757 -0.071064748870474953 0.11633525179191069 0.11029825672026604 -0.032063193916046361 0.117910482395779 0.094460295090127905 -0.051302501903425272 -0.010506814691534107
leaf_weight=28 66 168 315 29 269 137 430 309 277 362 190 21 38 20 174 135 50 76 326 21 97 82 35 44 31 91 33 92 243 387
leaf_count=28 66 168 315 29 269 137 430 309 277 362 190 21 38 20 174 135 50 76 326 21 97 82 35 44 31 91 33 92 243 387
internal_value=0 -0.030707 -0.0220314 0.00685345 0.0353364 -0.0700093 -0.0069183 0.0727752 -0.047398 0.197773 0.146269 -0.0160962 0.0189256 -0.0431492 -0.0842566 -0.192996 -0.161412 -0.13034 -0.119978 0.105254 0.0849918 0.185124 0.0251565 -0.0177465 -0.0293067 -0.0188864 -0.045406 0.0315442 -0.0665306 0.00244226
internal_weight=0 3961 3760 2347 1539 1413 723 816 808 615 253 694 307 919 351 201 146 126 494 509 406 103 63 568 205 531 348 183 264 431
internal_count=4576 3961 3760 2347 1539 1413 723 816 808 615 253 694 307 919 351 201 146 126 494 509 406 103 63 568 205 531 348 183 264 431
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=29 14 29 13 14 14 15 19 15 2 22 26 27 24 21 27 2 27 2 27 24 2 4 22 21 20 26 19 24 22
split_gain=2252.06 513.596 411.815 294.726 196.916 170.016 149.729 181.225 173.318 171.64 134.573 115.982 109.146 103.153 90.9522 81.1895 78.0959 76.2766 91.0744 84.0193 99.6722 74.0666 71.0446 68.7675 70.1418 66.2005 61.3041 116.316 126.56 116.272
threshold=35.000000000000007 0.97022675818370641 105.00000000000001 82.208185826454397 0.00019082945492295673 0.0048181406680508363 1326.2000000000005 0.85811732344775349 3099.0000000000059 258.10881804446177 0.061308176774375729 17.500000000000004 6.5000000000000009 0.39858251699793962 0.23857055769835836 6.5000000000000009 514.53657948015473 5.5000000000000009 1213.3008531780404 7.5000000000000009 0.84953449750203736 716.22928200086255 221.10243368216115 0.11815444142941842 0.23857055769835836 2.2418955565897551 6.5000000000000009 1.352394949776107 0.41114515719910499 -0.037644298000432376
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 5 4 25 13 7 9 16 -5 -9 -12 -11 -2 -6 -16 -8 -15 21 -20 -21 -19 -17 -7 -25 -4 27 28 -18 -28
right_child=1 -3 3 6 14 23 8 10 -10 12 11 -13 -14 17 15 22 26 18 19 20 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.17753764841785433 -0.19075270743624678 -0.1977615000263733 -0.018608293772646875 -0.29431029573082923 0.15069083832514785 -0.048462298350054986 -0.22086139656603337 0.058659094666751725 0.16784329741075635 -0.14805964101105928 0.20139250896359218 -0.037729318427833891 0.034607199815478412 -0.12543948250822723 -0.072645158224479589 -0.071363782264292241 0.067653478175267442 -0.10900855176502243 -0.016191884680639698 -0.34185857307910922 -0.10639591431827285 0.029132177172357155 0.026646559968144752 -0.15362621183906283 0.039173995461114636 -0.17811669655337295 -0.27404023019353979 0.1776704476111465 -0.072228753612406799 -0.034800778124909636
leaf_weight=618 103 170 33 20 30 524 20 540 50 38 131 24 235 240 244 100 111 53 56 25 64 145 284 21 186 123 23 36 155 174
leaf_count=618 103 170 33 20 30 524 20 540 50 38 131 24 235 240 244 100 111 53 56 25 64 145 284 21 186 123 23 36 155 174
internal_value=0 -0.0277206 -0.0200894 0.00540028 -0.043361 -0.0627402 0.0308927 0.0544262 -0.00997031 -0.0115351 0.0822343 0.164367 0.00918105 -0.0984969 -0.0194125 -0.0275385 -0.0271007 -0.0821978 -0.0519412 -0.112156 -0.172537 -0.00784489 0.00112303 -0.0291847 0.0196146 -0.144375 -0.0193348 0.00897422 -0.0138568 -0.0627323
internal_weight=0 3958 3788 2371 814 1417 1557 988 569 293 695 155 273 686 658 628 519 583 343 145 89 198 384 731 207 156 499 302 266 197
internal_count=4576 3958 3788 2371 814 1417 1557 988 569 293 695 155 273 686 658 628 519 583 343 145 89 198 384 731 207 156 499 302 266 197
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=29 14 29 12 14 10 18 14 12 6 16 24 12 14 10 12 21 17 17 20 21 16 2 18 7 18 5 16 12 24
split_gain=1824.35 416.373 331.201 203.557 155.909 216.178 170.624 139.658 122.909 93.6705 86.8372 83.5537 106.754 70.0189 71.1922 69.8682 82.2516 105.182 78.7054 69.1573 68.0229 66.2487 69.0657 62.7834 64.3874 58.3519 58.5871 57.749 105.949 57.4963
threshold=20.500000000000004 0.97022675818370641 105.00000000000001 2589.6734349047074 0.00026239050051906552 221.81233890064757 1.1246068488496348 0.0048181406680508363 1058.8096562237181 218.02836603846904 128.12500000000003 0.39858251699793962 3747.0147609357205 0.43036221939025593 187.87617791944368 832.04901524684612 1.0556013984363395 1.7284085616650344 1.5789374373035769 2.5163498154289643 0.68815184030254117 119.50000000000001 1213.3008531780404 1.5155598845818288 396.74216136675403 1.5336449145149358 191.24683613611938 178.50000000000003 2146.0496320446678 0.011244813116114425
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 7 -1 5 19 8 11 -6 13 -11 -2 21 14 25 -9 17 -17 29 -4 -16 -13 -23 -12 -25 26 -8 28 -10 -18
right_child=1 -3 4 -5 6 -7 9 15 27 10 23 12 -14 -15 20 16 18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.17621205465218964 -0.17167743737583313 -0.17798534842317595 -0.042591245139076833 -0.047009271260520277 -0.24007742098502574 0.16288419317554784 -0.052403756169271523 -0.086512499718328584 -0.015485942134788881 0.22344381832159482 0.028232910828305049 -0.25197088498136272 0.079600966189588826 0.088728312165899714 0.17601039572195576 -0.016479445585419479 0.10009585969150066 -0.250575284101069 0.16929279957776486 -0.14616667046643808 -0.057708260640501975 -0.049569255777242242 -0.1245703374685254 0.041445934616735791 0.15640595338246344 0.0077372601537707697 -0.22743619350450384 -0.010428325607918159 -0.2940332780507478 -0.13681620756785076
leaf_weight=571 103 170 126 44 31 37 214 151 36 26 977 23 42 66 33 476 20 20 46 132 20 318 200 116 84 179 21 251 22 21
leaf_count=571 103 170 126 44 31 37 214 151 36 26 977 23 42 66 33 476 20 20 46 132 20 318 200 116 84 179 21 251 22 21
internal_value=0 -0.0248797 -0.018014 0.160242 0.00486025 -0.0631654 0.0145267 -0.0562076 -0.0502533 0.027214 0.0426757 -0.0886472 -0.073978 -0.00768358 -0.0213092 -0.0258895 -0.0101878 -0.0259188 0.0794971 -0.0955833 0.0878147 -0.085901 -0.0785272 0.0386826 0.0897291 -0.0352792 -0.068045 -0.0312095 -0.121142 -0.0212493
internal_weight=0 3961 3791 615 2371 295 2076 1420 340 1736 1203 686 583 533 467 734 583 496 87 258 53 541 518 1177 200 414 235 309 58 41
internal_count=4576 3961 3791 615 2371 295 2076 1420 340 1736 1203 686 583 533 467 734 583 496 87 258 53 541 518 1177 200 414 235 309 58 41
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=29 14 29 4 14 1 6 3 18 18 21 15 3 14 9 9 17 4 14 29 9 9 4 17 22 22 21 15 14 6
split_gain=1478.4 336.94 270.362 168.405 111.413 93.1739 114.815 158.267 120.803 87.5979 99.77 84.3366 75.6624 86.7251 128.556 122.907 102.15 98.5604 84.316 73.4787 63.7781 61.4249 59.8161 72.0988 57.5491 56.6207 55.5858 55.2261 92.8405 78.3524
threshold=35.000000000000007 0.97022675818370641 105.00000000000001 284.53375149342895 0.0048181406680508363 627.62399885040998 391.65395097548628 387.80712607536049 1.1293402803880792 1.2939260520407438 0.30464546542169907 3495.6999999999975 1619.8184847593845 0.00096134409130025484 248.95264585032785 232.04071562180835 1.0017205914682645 112.39819031060701 0.41398872641587714 200.00000000000003 264.91627389368949 158.58824455991592 458.24853006272298 1.056674607295234 0.28483978308581231 0.11815444142941842 0.23857055769835836 1820.0500000000002 0.039155494855142879 443.8417386726573
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=9 2 4 12 -2 6 7 -5 -8 10 -1 21 13 -4 15 16 -15 -18 24 -9 -12 -7 -21 -24 -19 -6 -27 29 -29 -23
right_child=1 -3 3 5 25 11 8 19 -10 -11 20 -13 -14 14 -16 -17 17 18 -20 22 -22 27 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.050647622190023722 -0.079782450438067101 -0.16018681704998017 -0.090113769121662426 0.063722362181606013 -0.041165806355136128 0.14278208029766878 -0.10533980932397147 0.034034280508058144 0.10422454294818946 0.17529536617080591 0.026053257629275323 0.18979020814100903 0.15749848604202271 0.12950991204097159 0.1630619363204853 -0.25597480253680893 -0.1876382984441558 -0.025832838346009496 0.098210846495107348 -0.13332310372733333 0.15488523494407358 -0.21424741754653276 -0.19357236545998605 0.016990231868179367 -0.18696392209579549 -0.13361423154849381 0.03801879357466454 -0.005506805248778235 0.21740416228771209 -0.035138330185964149
leaf_weight=38 686 170 233 326 524 24 30 96 331 364 50 21 20 42 37 23 38 290 53 89 166 27 20 87 24 21 186 284 20 256
leaf_count=38 686 170 233 326 524 24 30 96 331 364 50 21 20 42 37 23 38 290 53 89 166 27 20 87 24 21 186 284 20 256
internal_value=0 -0.02246 -0.016279 0.00437423 -0.050837 0.0226793 0.0420019 0.015828 0.0868092 0.143845 0.0987756 -0.0072525 -0.0344276 -0.0396148 -0.0164072 -0.0305356 -0.0189358 -0.0343302 -0.0184564 -0.037643 0.125063 -0.0140248 -0.0727503 -0.0223673 -0.0381486 -0.0236734 0.0206067 -0.020436 0.00915839 -0.0522265
internal_weight=0 3958 3788 2371 1417 1611 979 618 361 618 254 632 760 740 507 470 447 405 367 292 216 611 196 107 314 731 207 587 304 283
internal_count=4576 3958 3788 2371 1417 1611 979 618 361 618 254 632 760 740 507 470 447 405 367 292 216 611 196 107 314 731 207 587 304 283
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=29 27 4 19 16 12 17 23 26 6 23 17 9 22 19 7 0 4 0 14 27 16 15 9 26 12 7 4 14 15
split_gain=1197.86 324.379 191.721 180.789 154.562 153.372 87.9035 92.0367 87.0313 108.291 87.0291 95.252 86.943 79.4977 77.9659 83.2296 76.3397 70.7193 102.352 67.6907 64.2363 63.5737 63.1374 98.3861 60.1357 65.5956 58.6652 56.3012 52.6715 76.3883
threshold=20.500000000000004 5.5000000000000009 268.20547945205482 0.73571764072564139 116.30000000000003 2720.4601620526678 0.91306081562183217 -0.26731554228174759 1.0000000180025095e-35 216.43218544219013 -0.09395661016954443 1.0002615640556864 157.57306339999556 0.38567101119013653 0.85811732344775349 666.3313508242635 287.90218859724592 531.66458071334648 403.38766588124696 0.03826272361946776 8.5000000000000018 189.12500000000003 2651.6500000000001 277.69451275745467 7.5000000000000009 2006.7371017823637 493.83286536278189 265.36291668689097 0.00028977457948276892 433.50000000000006
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 3 6 -2 -5 -1 13 -8 9 -6 11 -4 16 -3 24 19 -12 18 -13 -16 -20 -10 -17 -24 25 -14 -11 28 -9 -30
right_child=1 2 10 4 8 -7 7 27 21 26 12 17 14 -15 15 22 -18 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.14229728169457759 -0.21837141822053963 0.17353789245381077 -0.13941797552896398 0.15415015913107818 -0.082475810717133918 -0.070428408884132904 0.051371679379592972 -0.11255433331957482 -0.16990975349568405 -0.023802630546768861 -0.076151680743152456 0.049521169130699323 -0.14172121786978095 -0.019668349845890415 -0.045406829327978987 -0.029127875065137587 0.13506879557540954 0.083982759011827363 -0.016863046265015863 0.092925716256657687 -0.19502314824743994 -0.066994971500434056 -0.040890948202174447 0.11420207923754705 -0.18918641883975421 0.050366048067808158 0.15833404691269001 -0.2067686045327439 -0.088844871120194777 -0.013719841342811524
leaf_weight=579 73 34 28 34 68 36 79 137 65 28 22 313 32 57 47 638 77 318 73 143 28 784 78 86 39 40 48 26 224 342
leaf_count=579 73 34 28 34 68 36 79 137 65 28 22 313 32 57 47 638 77 318 73 143 28 784 78 86 39 40 48 26 224 342
internal_value=0 -0.0201602 -0.00241584 -0.0663118 -0.0555033 0.129845 -0.0406583 -0.0511522 -0.0626818 0.00920282 0.0151071 0.0415938 -0.00163993 0.0525186 -0.00969733 -0.000803874 0.0881309 0.0485177 0.0212765 0.0587066 -0.066254 -0.0748742 -0.0149024 0.0404383 -0.0891775 -0.0350061 0.0912311 -0.0622625 -0.056918 -0.0434513
internal_weight=0 3961 2861 1100 1027 615 899 808 993 144 1962 760 1202 91 1103 992 99 732 414 190 101 849 802 164 111 72 76 729 703 566
internal_count=4576 3961 2861 1100 1027 615 899 808 993 144 1962 760 1202 91 1103 992 99 732 414 190 101 849 802 164 111 72 76 729 703 566
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=29 27 18 13 19 16 3 2 18 21 2 22 16 13 29 23 18 13 13 24 28 9 9 21 16 23 19 27 13 22
split_gain=970.269 262.747 152.461 176.26 148.247 135.445 93.0995 96.6324 65.6043 77.9219 63.9725 63.2933 86.7078 60.7145 67.7941 65.719 59.5801 86.0313 81.9395 63.6007 58.3635 55.7242 54.2052 67.2755 100.473 53.9895 64.8624 64.5273 130.9 53.1975
threshold=20.500000000000004 5.5000000000000009 1.2152124464580798 71.926511870015446 0.87830520096828668 116.30000000000003 165.66634951302217 357.82160847032452 1.2939260520407438 0.30464546542169907 251.10039237060417 0.28661142570393583 245.50000000000003 65.970634768385636 85.000000000000014 0.7274930488875947 1.1793166346168589 83.999926864943944 68.606587658938537 0.059311461125789097 3.5000000000000004 750.80397926602734 421.00255252853225 0.50761304942248009 338.85000000000002 0.75926351625385269 1.210353215672779 9.5000000000000018 97.991044776119409 -0.098709766915925132
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=8 4 10 -4 -2 -6 -5 -8 9 -1 20 12 -9 15 -15 -7 19 18 -18 -16 -3 -14 23 -11 -25 27 -27 -12 -29 -19
right_child=1 2 3 6 5 13 7 11 -10 22 25 -13 21 14 16 -17 17 29 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.05421454444968779 -0.17209879803769995 -0.20934142214911328 -0.03237936959884697 -0.095430112800871339 0.15150937585611687 -0.082934319479551558 0.14667052831500768 -0.060726088373346282 0.14416505668044749 0.1460572097864416 -0.0048973459825974322 0.18071099936962129 0.038381125753186709 -0.081675824791984805 0.043189191782627916 -0.25849042928218841 0.12831753811665944 -0.054670264250175515 -0.084022820509816049 -0.11381430205450858 -0.04634638419690526 0.18440570345631355 0.15251677186716173 0.11720165631944134 -0.13171915490837657 -0.026624260050809291 -0.1465130562947265 -0.019540926923330589 -0.3205771885812283 0.069240920295927419
leaf_weight=38 106 35 471 48 33 145 89 89 362 45 930 30 814 287 34 25 21 44 135 107 59 27 105 31 34 127 70 52 20 163
leaf_count=38 106 35 471 48 33 145 89 89 362 45 930 30 814 287 34 25 21 44 135 107 59 27 105 31 34 127 70 52 20 163
internal_value=0 -0.0181442 -0.00217425 0.0187884 -0.0596806 -0.0476924 0.0407575 0.0469891 0.116861 0.0777924 -0.0275953 0.0377478 0.0331361 -0.0545328 -0.0428803 -0.108751 -0.0207884 0.000640126 -0.0554385 -0.0759553 -0.107036 0.0430692 0.101124 0.052067 -0.0130031 -0.0213673 -0.0692243 -0.0119583 -0.103162 0.0429023
internal_weight=0 3961 2861 1568 1100 994 1097 1049 615 253 1293 960 930 961 791 170 504 363 156 141 94 841 215 110 65 1199 197 1002 72 207
internal_count=4576 3961 2861 1568 1100 994 1097 1049 615 253 1293 960 930 961 791 170 504 363 156 141 94 841 215 110 65 1199 197 1002 72 207
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=18 13 10 14 14 14 5 20 18 13 8 2 8 13 3 14 7 2 9 13 15 10 14 10 27 3 18 3 14 8
split_gain=347.502 421.8 195.061 167.761 104.268 125.724 73.812 81.5095 83.5748 78.5064 77.3231 191.767 66.1573 62.6997 96.1994 60.9126 58.8573 77.4021 57.6143 57.2847 78.6558 57.1326 54.4294 57.3626 53.458 53.1066 92.1295 78.534 70.5164 81.2773
threshold=1.2152124464580798 71.926511870015446 299.20378811275953 0.67046222107487186 0.046305038205458442 0.066782651606792906 129.34498638993469 3.193929186428075 1.3676067097874853 77.999234393404024 1830.351041666667 545.78530107579138 606.29801239514222 114.99841826057333 165.66634951302217 0.41398872641587714 832.25178096178354 887.21973754671023 391.32485913427809 157.99305428325474 2769.3499999999999 636.69247957597793 0.44752629640330938 336.3153952406002 7.5000000000000009 868.14321859554286 1.4282850037135775 718.27775106056549 0.0092813454774377264 277.87855750069645
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 22 6 4 12 -6 10 8 18 -9 11 13 -1 -3 -15 21 17 -4 -8 -14 -21 -7 23 24 -2 27 -27 28 -10 -30
right_child=1 2 16 -5 5 15 7 9 25 -11 -12 -13 19 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.17160696701979952 -0.07972409515847069 -0.055624404084938829 0.094739111820580785 -0.12649975291870794 0.1272564287144172 -0.0064964175513417058 0.0069910627947401757 -0.037107542700864173 -0.09048085380345583 0.12231692349249348 0.1644082045555115 -0.28920633141641267 -0.049025460480525841 -0.10455078439448368 0.14716245238384118 0.076387245651032484 0.14371650614553974 -0.096818584382534031 -0.13415434543163546 -0.030802318617981241 0.10174533099634574 -0.10455532260638263 0.11296467008474081 0.12395037502050399 -0.025223765029514414 0.11608618708948296 -0.13685409489036021 0.20410794541239741 0.0073583850485467632 0.092689008628305217
leaf_weight=38 306 93 135 174 79 393 431 37 32 187 20 27 842 22 49 74 231 25 31 149 64 70 23 20 437 24 36 37 172 318
leaf_count=38 306 93 135 174 79 393 431 37 32 187 20 27 842 22 49 74 231 25 31 149 64 70 23 20 437 24 36 37 172 318
internal_value=0 0.0230432 0.0484512 -0.0329556 -0.0234315 0.0094707 0.0322089 0.0410815 0.0297049 0.0959834 -0.0226665 -0.0422555 -0.0419747 -0.00159894 0.0691668 -0.00785719 0.111427 0.0648082 -0.00247973 -0.0373055 0.00902421 -0.0213217 -0.038602 -0.0431708 -0.0476694 0.0537265 -0.035678 0.0633226 0.0533436 0.0627362
internal_weight=0 2693 1907 1883 1709 616 1516 1305 1081 224 211 191 1093 164 71 537 391 160 462 1055 213 463 786 763 743 619 60 559 522 490
internal_count=4576 2693 1907 1883 1709 616 1516 1305 1081 224 211 191 1093 164 71 537 391 160 462 1055 213 463 786 763 743 619 60 559 522 490
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=29 12 29 12 15 15 0 29 22 9 6 28 29 15 23 22 7 22 15 19 15 24 19 28 12 23 6 11 19 8
split_gain=689.708 145.339 109.429 104.43 100.048 94.2733 101.356 90.9391 93.1377 78.4795 77.6346 85.068 75.1688 100.704 89.1196 78.5628 76.1237 67.0569 123.943 65.5655 120.366 63.1161 62.5993 56.3491 53.3829 52.0088 50.4917 50.0583 54.8521 48.3023
threshold=20.500000000000004 525.21998642445362 95.000000000000014 2589.6734349047074 401.59999999999951 1288.2000000000003 788.65311004784701 125.00000000000001 -0.098709766915925132 203.11376066506236 255.42533270725565 10.500000000000002 200.00000000000003 941.10000000000002 -0.17904505301528703 -0.15963630689031075 1232.8825837058664 0.17167964827030477 1820.0500000000002 1.1924116003283762 567.00000000000011 0.30212148440360104 0.90775674062144673 5.5000000000000009 2697.5904568136743 -0.17239109338042335 1090.9580716978464 742.55589867916217 0.92370544422239853 577.66819291819309
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 10 9 -1 -4 12 7 -7 -9 -3 19 -12 13 16 23 -16 -6 18 -8 20 22 -10 -2 -14 27 -15 -26 28 -11 -25
right_child=1 2 4 -5 5 6 17 8 21 24 11 -13 14 25 15 -17 -18 -19 -20 -21 -22 -23 -24 29 26 -27 -28 -29 -30 -31
leaf_value=0.10996568543223205 -0.15765773762877172 -0.0034569121763665753 -0.065630487817295718 -0.049918312511660838 0.046336676268298738 0.12207958833737807 -0.021257965950803325 -0.25536843218973709 0.043062689422641874 -0.20736085139214994 0.13783163033200033 -0.084447841961971595 0.10170012722920739 0.022732779160141946 -0.19919798292896965 -0.0063940989036543137 -0.13406693465434588 -0.014227689135074615 0.18131026149129692 -0.062610057305128683 -0.3372545578117882 -0.054866779910577312 0.034898904621601105 0.0064687724519211986 0.020690639686825524 0.17376550789334275 -0.13140308291006547 -0.16653720384541279 -0.052523983782775022 0.16887894131243231
leaf_weight=571 52 523 191 44 233 33 55 21 77 24 33 36 132 30 22 537 26 125 67 206 28 453 25 217 136 95 26 48 490 20
leaf_count=571 52 523 191 44 233 33 55 21 77 24 33 36 132 30 22 537 26 125 67 206 28 453 25 217 136 95 26 48 490 20
internal_value=0 -0.0152977 -0.00905775 0.0985268 0.00371976 0.00990077 -0.0164534 -0.039166 -0.0488232 -0.0329733 -0.0741005 0.0218597 0.0265931 0.0638032 0.0111958 -0.0139821 0.0282267 0.0372475 0.0899885 -0.0953908 -0.159703 -0.0406393 -0.0951393 0.049338 -0.0542952 0.137518 -0.00371946 -0.068874 -0.0597537 0.0201743
internal_weight=0 3961 3581 615 2334 2143 831 584 551 1247 380 69 1312 384 928 559 259 247 122 311 105 530 77 369 724 125 162 562 514 237
internal_count=4576 3961 3581 615 2334 2143 831 584 551 1247 380 69 1312 384 928 559 259 247 122 311 105 530 77 369 724 125 162 562 514 237
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=18 13 22 26 14 22 14 10 2 13 13 26 8 28 25 3 20 10 19 14 13 14 27 28 20 10 17 18 19 2
split_gain=248.137 299.286 182.375 144.107 115.821 110.279 103.271 109.113 88.2525 72.0737 85.7175 75.8874 64.4475 65.1327 60.9973 60.3858 60.6046 59.7741 54.2646 51.9191 51.2616 52.2241 44.4617 90.4073 69.1551 87.7301 58.1569 52.5539 43.8021 43.1213
threshold=1.2152124464580798 71.926511870015446 -0.098709766915925132 1.0000000180025095e-35 0.67046222107487186 0.15772716611198287 0.041131257482124463 299.20378811275953 1559.6066222823583 81.798463106054186 72.253100336986449 1.5000000000000002 695.49113701692761 10.500000000000002 0.029652887691462675 868.14321859554286 2.694342252447619 93.469424460431668 1.0439859613469673 0.20551080195794694 70.968810916179351 0.00031161795181965666 6.5000000000000009 3.5000000000000004 1.6795368456732505 56.106322072738131 2.1086995115904386 1.3186079160663502 0.84772626334517287 360.95933130111672
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 20 15 -4 5 8 7 17 9 10 -1 -11 13 29 -12 16 22 -5 -19 -18 21 -2 23 -3 25 -24 -26 -27 -23 -8
right_child=1 2 3 6 -6 -7 12 -9 -10 11 14 -13 -14 -15 -16 -17 19 18 -20 -21 -22 28 24 -25 26 27 -28 -29 -30 -31
leaf_value=0.019333183638412844 -0.081488203222238251 -0.18700106245066439 0.11211618134600637 0.11839841186548726 -0.10557385872321567 -0.043265865400871573 0.1923248502679224 0.092558652972032252 0.18536744810364866 0.10278350827130643 -0.048930544680670693 0.0031330654491324842 0.16156925958687371 -0.016990104382857679 -0.20775260951902186 -0.1258277751505375 -0.20676156707049814 -0.11388205293904652 -0.0069492209931523302 -0.012191058247117326 -0.17052628306242137 -0.13077722499447483 -0.21700803128071133 0.0053451246310335897 0.098545717066095315 -0.11053339499980211 -0.057748846283980783 0.085677729876235481 -0.0087893875489909179 0.068836023917676709
leaf_weight=88 146 28 394 33 174 927 34 133 27 91 57 477 79 80 42 39 24 55 346 32 26 31 20 192 159 20 28 43 583 168
leaf_count=88 146 28 394 33 174 927 34 133 27 91 57 477 79 80 42 39 24 55 346 32 26 31 20 192 159 20 28 43 583 168
internal_value=0 0.0194719 0.0408743 0.0614459 -0.0278481 -0.0199345 0.0399329 0.0133148 0.00772297 0.00137012 -0.0524777 0.0190982 0.0817403 0.0593769 -0.11631 -0.00561423 0.00297245 -0.0109696 -0.0216158 -0.0955784 -0.0324545 -0.027731 0.0142354 -0.0191353 0.0414264 -0.0345384 0.0751433 0.0233885 -0.0149484 0.0896213
internal_weight=0 2693 1907 1322 1883 1709 928 567 782 755 187 568 361 282 99 585 546 434 401 56 786 760 490 220 270 83 187 63 614 202
internal_count=4576 2693 1907 1322 1883 1709 928 567 782 755 187 568 361 282 99 585 546 434 401 56 786 760 490 220 270 83 187 63 614 202
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=29 27 4 14 26 1 26 14 27 4 10 28 14 4 0 7 1 4 1 14 26 11 6 14 1 1 24 11 11 4
split_gain=484.541 158.567 86.7778 72.876 93.7099 66.9152 72.4675 62.2267 89.9425 51.1552 55.007 49.096 48.3764 48.3194 44.9702 40.3792 56.6903 39.9632 46.6465 125.186 64.5268 39.2994 66.535 64.1691 47.6932 63.6886 54.571 47.6096 45.8229 42.5634
threshold=35.000000000000007 5.5000000000000009 268.20547945205482 0.57590961472149249 1.0000000180025095e-35 333.08226032857891 7.5000000000000009 0.0073465863477010342 4.5000000000000009 265.36291668689097 217.83346295184563 1.5000000000000002 0.00039219137131786145 75.379720347873345 249.63500253764172 1512.6910645093146 573.1045744707726 430.8037269567256 460.36785872531624 0.0073465863477010342 1.0000000180025095e-35 175.10722558802567 356.81509216589865 0.00014992886253680326 612.87909581351562 1305.9005964688151 0.63647493775305408 120.15260141670028 365.33020705388361 627.08902147337744
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=17 3 9 4 7 6 -4 -2 -9 10 12 -6 -3 -14 -7 16 -15 18 -1 -20 -21 27 -23 -24 29 26 28 -16 -26 -25
right_child=1 2 5 -5 11 14 -8 8 -10 -11 -12 -13 13 15 21 -17 -18 -19 19 20 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.082749506074324741 -0.034332920869191486 -0.075125408168146002 0.033955134707316009 -0.14166377099001246 -0.12341358732651263 -0.095024145791927972 0.17057190602240357 0.21064847012360893 0.0024666847071933506 -0.16438770087865684 0.10663770064711571 -0.043389718269911171 -0.13694693102170863 -0.0097101129722273489 -0.047820010378554066 0.068279794469231478 -0.14662779814098031 0.10657394553454203 0.10238357829112632 -0.0068028229333105539 -0.25470214039087297 -0.030346752811069733 -0.13938666392977422 0.023692213815455377 -0.12442974723461603 0.1506523041813462 0.10707438631604116 0.08074796226735298 -0.0072398743629220694 0.093051342426870881
leaf_weight=201 75 167 249 73 85 45 46 36 49 26 32 782 31 550 37 61 32 324 51 21 21 461 26 277 36 27 39 130 456 130
leaf_count=201 75 167 249 73 85 45 46 36 49 26 32 782 31 550 37 61 32 324 51 21 21 461 26 277 36 27 39 130 456 130
internal_value=0 -0.0128582 -0.000440672 -0.045121 -0.0382587 0.0113635 0.0552581 0.0320578 0.0906378 -0.026163 -0.0220464 -0.0512352 -0.0269428 -0.0150044 0.00358172 -0.00912533 -0.0172382 0.0823504 0.0556551 -0.00290367 -0.130752 0.00632246 0.00103869 0.0156388 0.0198156 0.000829139 -0.00678899 0.0522628 -0.0158147 0.0458462
internal_weight=0 3958 2858 1100 1027 1959 295 160 85 899 873 867 841 674 1664 643 582 618 294 93 42 1619 1452 991 965 558 531 167 492 407
internal_count=4576 3958 2858 1100 1027 1959 295 160 85 899 873 867 841 674 1664 643 582 618 294 93 42 1619 1452 991 965 558 531 167 492 407
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=13 19 21 23 19 27 13 25 3 8 13 26 20 26 27 27 25 25 21 25 21 13 27 13 7 27 19 9 19 17
split_gain=142.215 191.478 152.962 100.984 75.0232 80.0574 71.2713 70.7976 70.096 69.9516 74.3186 54.707 66.5998 51.5988 50.3192 50.1368 124.064 48.4013 48.1273 72.5424 48.0365 56.3128 47.9599 87.0213 47.3989 46.6504 46.4727 43.0308 58.9448 55.7837
threshold=77.999234393404024 1.2536984432250018 0.58792372036799645 -0.077633606368632063 0.83104840291424709 6.5000000000000009 80.999941775836987 -0.016904562237586827 275.75509023567207 1608.7357859531776 190.68010139440227 6.5000000000000009 1.9361112516026215 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 0.75528078944395116 -0.084031328817217796 0.35569769265492795 0.77725037584612267 0.17985657932621843 111.95010117776515 8.5000000000000018 107.72266621945674 640.00288175302114 8.5000000000000018 1.114757361654364 239.85412248144223 1.1500108907919904 1.017125578905175
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=11 2 7 17 5 8 -6 -2 -4 10 -8 18 24 -5 -11 16 -15 -3 -1 -20 21 -9 -7 -24 -13 -12 -23 -22 29 -29
right_child=1 3 4 13 6 22 9 20 -10 14 25 12 -14 15 -16 -17 -18 -19 19 -21 27 26 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.02717056423612875 -0.13799135839474982 0.091751051880419265 -0.027627888619899749 0.10927234557637758 -0.14709113783795724 0.015216177860470354 0.055832086280602315 0.030014870578253812 -0.2723731838844039 -0.13789831902611546 0.0093708789107554112 0.05661527550125376 -0.12594588378427227 0.13372945740818978 0.009464478096173656 0.065146318914098597 -0.20350303092661004 -0.070893042795843894 -0.015155327527358632 -0.084560351068929215 -0.046142339494206222 -0.084722910907059426 0.058656147638192546 -0.18006760366143018 -0.11857908653176351 -0.1205545763174693 -0.28024149835109713 -0.15987719114010152 0.066078404712068203 -0.0068877845452251759
leaf_weight=199 61 24 25 258 22 274 820 22 22 37 170 47 109 20 62 262 24 77 949 179 323 31 26 37 23 33 20 26 108 286
leaf_count=199 61 24 25 258 22 274 820 22 22 37 170 47 109 20 62 262 24 77 949 179 323 31 26 37 23 33 20 26 108 286
internal_value=0 0.0123473 -0.000785077 0.0598412 0.018321 -0.0199248 0.0311588 -0.0340737 -0.14219 0.0346538 0.0424214 -0.0251702 -0.0770643 0.0763318 -0.0456105 0.0485583 -0.0502155 -0.0322449 -0.0181701 -0.0261691 -0.0263053 -0.103711 -0.00287302 -0.0815467 -0.000948586 -0.01175 -0.161397 -0.0187002 0.00240418 -0.0196369
internal_weight=0 3070 2405 665 1528 384 1144 877 47 1122 1023 1506 179 564 99 306 44 101 1327 1128 816 73 337 63 70 203 51 743 420 312
internal_count=4576 3070 2405 665 1528 384 1144 877 47 1122 1023 1506 179 564 99 306 44 101 1327 1128 816 73 337 63 70 203 51 743 420 312
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=29 27 5 18 14 18 19 14 25 28 27 19 16 16 7 10 21 14 19 20 16 12 15 21 21 10 27 18 10 10
split_gain=344.33 109.654 69.9786 60.609 61.9029 58.9732 55.3866 63.9224 72.9967 57.6549 57.114 53.3604 78.115 51.59 48.4087 46.7791 47.5441 74.8216 46.5669 69.3089 57.0691 56.2718 45.3406 41.6265 41.4237 40.8453 52.6859 65.3369 51.0547 50.0032
threshold=50.000000000000007 5.5000000000000009 121.99217750867643 1.0748182912935484 0.41398872641587714 1.2939260520407438 0.83104840291424709 0.00033395154611517427 0.88601242500134958 24.500000000000004 8.5000000000000018 0.87830520096828668 116.30000000000003 291.12500000000006 2501.5146045127699 299.20378811275953 0.56847130478120189 0.025173325401282826 0.98912592726678061 1.4057540026648043 162.52500000000006 3487.4447952268679 2617.9000000000001 0.77739496358568771 0.96426797033706391 61.102749208880404 6.5000000000000009 1.16424488559984 301.89117899881467 46.934238974981433
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 11 -1 22 6 15 10 8 9 -8 -5 -2 -13 -12 18 16 -4 -18 19 -9 -21 25 23 -3 -6 29 -27 -28 -29 -20
right_child=1 3 5 4 24 -7 7 14 -10 -11 13 12 -14 -15 -16 -17 17 -19 21 20 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.072729154293026246 -0.10587013019424565 -0.069788441548246094 0.038980056567686716 -0.0150589028189143 0.12220779897438155 0.09810662533294548 -0.061974395283267474 -0.1372063812755403 0.14261984445831993 0.059767515924241815 -0.22955602559226529 0.12005599637826284 -0.036442433505475831 -0.054707997606860272 0.16044231111353094 0.078158185567174646 -0.20401141697168354 0.045908104401567708 0.057226347294636076 -0.081043218797253028 0.060282421630060895 -0.056265392063185572 0.10027334704285576 0.024461196144593175 0.027715427072358911 -0.030842558891279626 -0.045590930613123373 0.027748455794237292 0.11003078832023445 -0.11781426942815967
leaf_weight=35 106 244 90 182 63 378 287 21 22 45 27 33 952 45 22 140 25 23 24 31 365 150 21 58 176 200 107 566 87 51
leaf_count=35 106 244 90 182 63 378 287 21 22 45 27 33 952 45 22 140 25 23 24 31 365 150 21 58 176 200 107 566 87 51
internal_value=0 -0.0115688 0.065043 -0.00107056 0.00425445 0.0723937 -0.000924852 0.00472008 -0.0337838 -0.0454732 -0.0448842 -0.0384542 -0.0311993 -0.120276 0.0131132 0.0374315 -0.00388546 -0.0842583 0.0110899 0.0398307 0.0492191 0.000976084 -0.0418077 -0.0516875 0.0526235 0.00927195 0.0148245 0.0268422 0.038711 -0.0618013
internal_weight=0 3885 691 2794 2471 656 2232 1978 354 332 254 1091 985 72 1624 278 138 48 1602 417 396 1185 323 302 239 1035 960 760 653 75
internal_count=4576 3885 691 2794 2471 656 2232 1978 354 332 254 1091 985 72 1624 278 138 48 1602 417 396 1185 323 302 239 1035 960 760 653 75
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=13 19 12 21 10 21 12 16 24 12 14 14 11 28 12 19 11 16 15 13 14 5 9 17 9 16 14 15 21 14
split_gain=103.861 130.833 107.219 66.8485 66.1021 74.3388 54.3402 117.177 92.7662 97.6139 87.3239 73.0432 58.8585 56.5048 57.8248 53.3037 57.7506 54.8833 73.9066 48.4122 55.0651 48.0584 46.5458 45.209 44.22 42.037 41.9558 40.7379 39.8293 38.4809
threshold=71.926511870015446 1.2631318555501057 416.20059794900402 0.93487156133197147 128.6308780137494 0.5736329469036654 2034.7015589813093 156.50000000000003 0.036026929364234128 1031.8543645320199 0.045142522006736518 0.032699515968932197 176.61021999219238 7.5000000000000009 659.10873783496845 0.99223328628881013 477.56484890323014 315.02500000000003 489.50000000000006 70.968810916179351 0.00031161795181965666 699.51386291260189 150.31508530539307 1.097975417139055 159.75355085476943 380.47500000000008 0.24066235984257819 1938.2500000000002 0.36809948293181155 0.00044882508868448101
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=19 2 -2 6 5 -3 8 12 15 13 11 -11 -8 14 -10 16 17 18 -4 20 -1 -5 -7 -16 -9 -17 -12 -6 -22 -24
right_child=1 4 3 21 27 22 7 24 9 10 26 -13 -14 -15 23 25 -18 -19 -20 -21 28 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.057578935227647891 -0.13613897618548623 0.093527161865495145 -0.04571738831441978 0.020349884623408143 0.045661089678846856 -0.0060214332667075932 -0.055635914614643248 0.032532668899161274 0.061886445470154289 0.03902369547474261 0.13207625149532784 -0.11275164033803675 -0.24037360276494707 0.02928611489574183 -0.059446160276420412 0.078900101313248594 -0.24139447242021561 0.045054426665107415 -0.26466061728341239 -0.14226384647456664 0.043462626028060919 0.12390228076837957 -0.047222237712280318 -0.21891424749046565 -0.023900536306830974 -0.071114399878969115 -0.0084120630919933322 0.10585353015309298 -0.018275592199364442 -0.2388775597512722
leaf_weight=320 58 48 58 676 432 72 34 166 20 266 142 36 35 73 40 47 20 36 21 35 125 48 22 32 849 31 25 152 637 20
leaf_count=320 58 48 58 676 432 72 34 166 20 266 142 36 35 73 40 47 20 36 21 35 125 48 22 32 849 31 25 152 637 20
internal_value=0 0.00856121 -0.00163709 0.00130118 0.0456497 -0.0108684 -0.00841491 -0.0232434 0.0105627 0.0297449 0.0530187 0.0209313 -0.149343 -0.036409 -0.0885367 -0.0465336 -0.0845586 -0.0572828 -0.103917 -0.0265114 -0.0227671 0.0272152 -0.0548244 -0.130321 -0.0146711 0.019279 0.111045 0.0613276 -0.00814793 -0.138487
internal_weight=0 3459 2713 2655 746 162 1931 1084 847 634 469 302 69 165 92 213 135 115 79 1117 1082 724 114 72 1015 78 167 584 762 42
internal_count=4576 3459 2713 2655 746 162 1931 1084 847 634 469 302 69 165 92 213 135 115 79 1117 1082 724 114 72 1015 78 167 584 762 42
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=29 12 18 12 26 26 14 29 18 10 5 25 7 20 22 26 14 2 14 10 9 12 20 12 26 22 17 10 13 26
split_gain=244.785 70.674 66.968 58.4618 48.0637 72.6425 45.7274 42.2473 67.4131 66.7533 69.562 52.0787 61.1788 65.4333 59.3968 62.1036 49.3072 48.2733 46.8317 46.5791 61.8012 44.1994 43.9151 41.8387 38.1384 37.632 47.1044 35.6116 35.1619 34.9306
threshold=20.500000000000004 525.21998642445362 1.5686021306738567 2720.4601620526678 3.5000000000000004 6.5000000000000009 0.0062551982256310859 70.500000000000014 1.0748182912935484 163.25162162162164 198.43126513828651 0.2837484482509644 1512.6910645093146 2.5269436478636194 -0.28829856398214276 7.5000000000000009 0.2741385135997077 1213.3008531780404 0.00014992886253680326 158.92949830102933 221.18820325592534 1265.0626183530378 1.9031908899827761 1066.0339138943252 1.0000000180025095e-35 -0.31737383096110622 1.1315993187604747 842.71580406654357 71.201778385772926 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=3 4 7 29 28 -6 -4 17 -9 18 -11 14 21 -14 -12 27 22 19 -10 20 -3 -13 -17 -21 -19 -8 -27 -16 -2 -1
right_child=1 2 6 -5 5 -7 25 8 9 10 11 12 13 -15 15 16 -18 24 -20 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.048473875844779073 -0.04156643685940975 -0.011235438341916967 -0.07954027471132577 -0.06495111290779379 0.18274405297069324 -0.071930916359027236 -0.02670753451064229 -0.047159312980655003 -0.064904490164389803 0.1024457382114262 -0.13533767632075719 -0.21732646226882935 -0.01835999842474444 0.1276596548811843 0.049062553729450745 -0.12053094597025352 0.041191124415883192 0.030654783653361457 -0.0049164002627629455 -0.14642289784309026 0.097063437092208105 -0.051325229019570498 0.016200825671960666 -0.032742880711252857 -0.097042777414210676 0.17473454696591945 0.04607612096337857 0.16217980661739906 -0.11177597162539808 0.10006780181246906
leaf_weight=378 232 351 32 36 21 24 60 294 153 98 21 20 144 39 385 55 89 28 871 37 62 81 41 259 142 32 257 30 103 201
leaf_count=378 232 351 32 36 21 24 60 294 153 98 21 20 144 39 385 55 89 28 871 37 62 81 41 259 142 32 257 30 103 201
internal_value=0 -0.00911348 -0.00476221 0.0586968 -0.0501186 0.0469174 0.0348696 -0.00948087 -0.00240986 0.00408069 0.0224169 0.0137508 -0.0217218 0.0127589 0.0299733 0.0357592 -0.0124268 -0.0281519 -0.0138795 -0.0166767 0.0050225 -0.0841968 -0.0621351 -0.0469529 -0.0760102 0.0453599 0.060322 0.0572397 -0.0631532 0.0663847
internal_weight=0 3961 3581 615 380 45 381 3200 2321 2027 1003 905 284 183 621 600 185 879 1024 709 413 101 96 296 170 349 289 415 335 579
internal_count=4576 3961 3581 615 380 45 381 3200 2321 2027 1003 905 284 183 621 600 185 879 1024 709 413 101 96 296 170 349 289 415 335 579
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=29 3 29 13 18 13 16 1 17 29 19 10 1 4 13 17 10 18 4 10 24 17 7 19 3 7 18 18 1 6
split_gain=198.508 67.2841 80.6436 47.0194 69.3889 59.2399 54.7132 85.3158 57.1189 49.8987 47.2969 47.2503 45.257 43.3955 68.3325 58.1956 41.8494 49.6972 41.3852 37.353 86.249 45.7945 49.1129 37.2038 38.1817 35.4545 34.6214 39.5999 34.4143 45.1625
threshold=50.000000000000007 161.68793877359823 105.00000000000001 65.970634768385636 1.0824217298827867 64.937960155792169 167.50000000000003 581.42439311654789 1.0118621465531692 125.00000000000001 1.2185420332085817 142.33801535974132 1501.3534961154276 399.04513184584181 190.68010139440227 1.1971219093596044 111.78032663079394 1.08903766176081 198.07692307692312 164.60552296504926 0.81238684560329444 1.1128128926075485 644.25684216737056 0.83600820219406791 332.16662105081031 2207.5419607590597 1.5986048634723116 1.3834317678381698 627.62399885040998 476.48274946667567
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=13 26 16 5 11 -4 7 8 -6 -8 -7 -5 19 14 -1 -15 17 -3 -12 21 28 22 -11 -18 -25 -24 27 -2 29 -21
right_child=1 2 3 4 6 10 9 -9 -10 12 18 -13 -14 15 -16 -17 23 -19 -20 20 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.034093824981198631 -0.065846640919024743 0.12830055618554792 0.0019328401457857003 0.025273472102175301 0.21625272249564148 0.034328915895177774 0.11140339013934136 -0.099757006977285664 0.060281385689721273 -0.16536933408429227 -0.015788764004329488 -0.073853388531196038 0.13838445025461693 0.056540759438648829 -0.15693100929260254 0.17047979950618286 -0.1548746348430331 -0.0079381015095699656 -0.1605552378652701 0.014437986452655536 0.22304538318089079 0.0071482178842266781 -0.002872475389203444 0.041544826506149206 -0.039161467115482601 -0.10388882481695519 0.020999177793661755 -0.21564640164375307 -0.005351027316007187 0.083859186274966691
leaf_weight=294 150 29 220 71 39 26 50 21 59 30 28 149 27 325 20 52 26 349 67 292 21 585 142 63 843 46 39 20 355 138
leaf_count=294 150 29 220 71 39 26 50 21 59 30 28 149 27 325 20 52 26 349 67 292 21 585 142 63 843 46 39 20 355 138
internal_value=0 -0.00878395 -0.005646 0.00537511 0.01116 -0.028978 0.0176226 0.083156 0.122352 0.0129972 -0.0851796 -0.0418624 0.00998963 0.0493859 0.0219266 0.0722565 -0.0255513 0.00251407 -0.117887 0.00783508 0.0230432 -0.00742983 -0.0465498 -0.036934 -0.0335494 -0.0275892 -0.0639759 -0.0834701 0.0176928 0.0367173
internal_weight=0 3885 3676 2366 2025 341 1805 119 98 1686 121 220 1636 691 314 377 1310 378 95 1609 806 803 218 932 906 188 209 170 785 430
internal_count=4576 3885 3676 2366 2025 341 1805 119 98 1686 121 220 1636 691 314 377 1310 378 95 1609 806 803 218 932 906 188 209 170 785 430
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=29 12 14 15 18 14 2 9 18 8 21 14 26 12 12 26 9 26 25 26 9 14 12 16 17 20 25 20 25 26
split_gain=164.017 51.2764 48.7179 83.3724 51.1484 49.5712 53.0768 88.6689 52.4578 86.1298 62.5561 51.3594 49.1342 46.8626 45.471 53.5916 44.0943 56.015 46.1127 39.4439 65.118 78.2502 106.265 102.874 37.9798 36.7973 35.7845 39.6269 34.8608 44.9091
threshold=20.500000000000004 525.21998642445362 0.043413467707130456 1791.8 1.0870376613658101 0.097434210447136141 877.40448773248352 317.44756877109825 1.460951669529827 444.4292718589673 0.87628890181620378 0.1112862752305251 6.5000000000000009 2720.4601620526678 506.81268780815134 3.5000000000000004 150.31508530539307 5.5000000000000009 -0.064530729725098143 6.5000000000000009 157.57306339999556 0.016197543090154715 2440.3510995154679 265.37500000000006 1.282938183161549 2.8868181201653296 0.045775053438553086 1.7423168622697631 0.02869046250637575 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=13 14 19 4 16 6 7 8 9 -6 -11 -7 -10 -1 15 -2 17 -4 -18 26 -21 24 23 -23 -22 -17 -3 -28 -13 -30
right_child=1 2 3 -5 5 11 -8 -9 12 10 -12 28 -14 -15 -16 25 18 -19 -20 20 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.054930134290379018 -0.046654711420076989 0.048169091673110398 -0.037122839254062671 0.17938908743006843 0.091014542731561898 -0.091103990044858724 -0.067415853296265468 0.18633203887939453 0.03952387926930731 -0.013653606532348529 -0.22267513236119632 0.016334107637780721 0.21088523472900744 -0.062657114615043016 -0.16273288341431782 0.16745310177405676 -0.20950285226106644 0.10409398085849231 -0.047388649672445667 0.05896085386593191 -0.020303535703494746 -0.060003909333185716 -0.031063057916859788 -0.34275099659158337 -0.15551368674602023 -0.022075725197792054 -0.096738052747997585 -0.0065738847389218901 0.0043929514356634836 -0.1043526040454363
leaf_weight=579 310 114 81 28 53 54 33 50 44 45 21 933 27 36 29 21 20 43 143 63 373 22 60 31 22 20 51 1102 110 58
leaf_count=579 310 114 81 28 53 54 33 50 44 45 21 933 27 36 29 21 20 43 143 63 373 22 60 31 22 20 51 1102 110 58
internal_value=0 -0.00745996 -0.00375361 0.00822389 0.00542936 0.0131715 0.0514945 0.0678447 0.0366639 -0.00392285 -0.0801605 0.00411332 0.104689 0.048047 -0.0423874 -0.0324443 -0.0330925 0.0118475 -0.06728 -0.015112 -0.0369337 -0.0488261 -0.122205 -0.225384 -0.0278342 0.075 -0.00527765 -0.0105621 0.00878338 -0.0331502
internal_weight=0 3961 3581 1743 1715 1428 273 240 190 119 66 1155 71 615 380 351 287 124 163 1838 571 508 113 53 395 41 1267 1153 1101 168
internal_count=4576 3961 3581 1743 1715 1428 273 240 190 119 66 1155 71 615 380 351 287 124 163 1838 571 508 113 53 395 41 1267 1153 1101 168
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=29 27 19 14 13 27 16 13 12 21 22 4 12 8 15 21 22 16 12 18 1 2 12 16 12 12 13 13 12 21
split_gain=132.854 86.4647 44.3133 52.5345 40.3669 48.1158 71.8416 50.5316 88.4288 71.5364 50.635 39.9346 39.5573 39.5443 44.2542 39.2403 43.6543 38.7836 38.325 37.6121 34.4767 72.4747 91.1398 59.6014 42.3655 39.6617 46.1957 104.913 40.6855 35.3665
threshold=20.500000000000004 6.5000000000000009 0.85811732344775349 0.18741679205865377 65.970634768385636 4.5000000000000009 169.45000000000002 103.27287228699521 2077.895452528569 0.72732353587777931 0.19480015394388425 268.20547945205482 2767.8748669355505 127.45304157109258 409.25000000000006 1.3046505476499834 0.29092667431182612 249.77500000000003 2884.8415364021289 1.2361311050267443 333.08226032857891 539.90865400203018 1148.8918392450062 420.15000000000003 670.30807092945759 1899.1385495000175 138.01899462778206 178.3874257418783 2048.5369008519824 0.64253298960986382
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 3 -2 -4 6 -6 9 17 -7 -10 13 -12 14 -3 16 -8 -9 -1 -11 24 22 -22 -24 -13 26 -23 -28 -27 -30
right_child=1 11 4 -5 5 7 15 8 10 19 12 20 -14 -15 -16 -17 -18 -19 -20 -21 21 25 23 -25 -26 28 27 -29 29 -31
leaf_value=0.048591574407808272 -0.22093227912079205 0.010155307219458232 -0.061916798428271191 -0.052149557620450329 0.17094684715928704 -0.022736555359490186 0.050183669896503483 -0.036432617902755739 -0.0045481271892418842 -0.19743494879454376 -0.1141528997950408 -0.018881009891629219 -0.0075607980834320188 -0.020392347991951242 0.17303315895524893 -0.10246529107292493 -0.036665245106668923 0.084339645595030224 -0.073253464290044382 -0.077360160062710459 -0.21744095462446034 0.029118383645692837 -0.0014843482173757978 -0.16233882591701473 0.070516081794225305 -0.11211064532399179 0.23506685704798314 -0.014327522823887488 -0.013709674828712598 0.032191279444853824
leaf_weight=588 22 69 196 114 29 233 159 34 279 40 98 72 54 727 22 30 91 122 27 75 26 269 202 26 201 28 37 31 313 362
leaf_count=588 22 69 196 114 29 233 159 34 279 40 98 72 54 727 22 30 91 122 27 75 26 269 202 26 201 28 37 31 313 362
internal_value=0 -0.00671396 -0.0248893 -0.0794526 -0.0197361 -0.0130903 0.0211203 -0.0243963 -0.00649654 -0.0545892 -0.0298473 0.00529626 -0.0762847 -0.0126134 0.0495324 0.00560253 0.0185707 0.0580175 0.0432423 -0.119125 0.0146454 0.00783236 -0.0400556 -0.0198274 0.0469388 0.0195281 0.0477334 0.121372 0.00600714 0.0109068
internal_weight=0 3961 1576 136 1440 1244 309 935 587 348 431 2385 152 818 91 280 250 156 615 115 1567 1294 254 228 273 1040 337 68 703 675
internal_count=4576 3961 1576 136 1440 1244 309 935 587 348 431 2385 152 818 91 280 250 156 615 115 1567 1294 254 228 273 1040 337 68 703 675
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=3 13 28 26 19 10 9 26 28 9 2 15 13 21 19 24 24 13 13 24 0 19 26 13 21 21 10 10 13 9
split_gain=55.0603 58.7018 65.2301 54.9123 52.8703 105.637 43.3059 42.9303 51.6281 47.5361 40.8261 40.2042 40.1625 36.2199 63.9126 47.6413 63.8123 38.7162 58.5971 34.283 34.0348 32.7522 36.1051 38.9086 35.6338 31.8139 31.5717 64.9064 35.3155 57.0878
threshold=161.68793877359823 83.102335695648335 5.5000000000000009 7.5000000000000009 0.79782083863024467 116.28107822016625 83.581690406387921 6.5000000000000009 6.5000000000000009 123.133709849959 881.24760649931829 1213.3 75.676671862347249 0.32343515087129732 1.322449504740461 0.79823711265446662 0.76082426171344164 98.79255204830153 101.73517698790229 -0.01376951556238497 831.81161347517741 0.92370544422239853 3.5000000000000004 106.16082476700861 1.0100102568219 0.19990416275064923 49.251333112132677 61.102749208880404 65.004597201423465 232.04071562180835
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 3 6 5 -5 -3 26 9 -9 -10 -6 -11 14 20 16 17 19 -19 -15 25 22 24 -24 -8 -4 -2 -28 29 -29
right_child=1 2 13 4 11 -7 21 8 10 12 -12 -13 -14 15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.049523598168868893 0.077598893511193728 0.1813462063022282 -0.20811145278038801 0.010595225729048252 0.053195920592067514 -0.26637508212366984 0.0018494292498245591 0.0069140828821970066 0.023295704518493856 -0.27366878901209152 -0.081538927909292166 -0.012083045672833189 -0.10213723565624931 -0.043773137337782167 0.061789168671116626 0.068005330988671633 -0.14409482750268052 -0.16540311178111511 -0.003927728604543366 0.053467827717077393 0.018599934487239175 0.052804376449503546 -0.043023944965430667 0.13109772474025236 -0.13613360064725083 -0.076337753409487119 -0.10843628730264404 0.015775997661600965 0.0098413831895081006 -0.050789912840026243
leaf_weight=214 44 23 27 40 163 21 61 23 95 21 61 224 39 44 38 104 31 23 981 206 23 558 21 33 27 57 62 218 779 315
leaf_count=214 44 23 27 40 163 21 61 23 95 21 61 224 39 44 38 104 31 23 981 206 23 558 21 33 27 57 62 218 779 315
internal_value=0 0.00242963 0.0115091 0.0292827 0.00177291 -0.0847552 0.0463288 -0.0123923 -0.051599 -0.115318 -0.0176973 0.0154117 -0.162173 -0.00205859 -0.0496171 0.00290612 -0.00236261 0.00114113 -0.00762687 0.0363534 -0.0891819 0.0418925 -0.000986408 0.0633837 -0.0404863 -0.118694 -0.00578414 -0.00845434 -0.00372959 -0.0235641
internal_weight=0 4362 2705 1171 448 61 723 1657 239 83 156 387 60 1534 145 1389 1285 1254 1004 250 107 700 142 54 88 84 1418 1374 1312 533
internal_count=4576 4362 2705 1171 448 61 723 1657 239 83 156 387 60 1534 145 1389 1285 1254 1004 250 107 700 142 54 88 84 1418 1374 1312 533
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=29 29 19 0 17 26 4 17 13 4 26 10 19 13 0 14 17 15 0 10 15 24 20 14 17 4 24 29 8 14
split_gain=96.9401 38.2247 44.773 47.8009 36.978 34.8944 33.4392 50.0306 49.0975 32.7185 35.2744 66.3472 31.4114 36.5284 81.0882 50.296 41.9924 37.768 49.4195 37.1048 53.8927 48.207 67.4702 45.5092 184.375 51.6693 43.3452 56.7668 38.0614 37.6677
threshold=50.000000000000007 105.00000000000001 0.81390182336816419 223.80256376371088 1.5897971637247268 1.5000000000000002 399.04513184584181 1.1971219093596044 190.68010139440227 372.28177329429951 4.5000000000000009 131.61591739784572 0.91257150666709264 77.999234393404024 310.57264236663235 0.0625321645612439 1.013192759555025 2651.6500000000001 601.4901960784315 138.0433551457466 1427.0000000000002 0.081653064548473292 2.4326673165828727 0.0098760091752553066 1.1495227458540855 848.58154719377637 0.57139441110015499 200.00000000000003 1595.8500615763548 0.0010547069138511457
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 5 12 -3 8 -8 9 10 11 -1 -4 -14 15 16 -15 19 -19 23 21 -21 -23 29 -25 -26 27 28 -22 -16
right_child=1 2 4 -5 -6 -7 7 -9 -10 -11 -12 -13 13 14 17 -17 -18 18 -20 20 26 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.11638680930648532 -0.01977725472502893 -0.053375307393485109 -0.034246983959447197 -0.012035723672630441 0.052562938646289963 -0.19470476019382477 0.040016285614361269 0.1456603902177169 -0.14120115339756012 -0.099559579576764798 0.091186642189111045 0.034959125170107221 -0.011915104752619875 0.11847619310849243 -0.03617313948692754 0.12979511212437386 -0.013202281079783634 -0.08351124938238752 0.079962574592630925 0.013604010599020045 -0.17500097464497499 0.18556225349787961 0.0036571634835318514 -0.34922072767346568 -0.061005650753812757 0.12184140831232071 0.047816664776054479 0.010518738692848102 -0.050814744673909687 0.12229398127722864
leaf_weight=35 1344 58 199 373 166 25 325 52 20 21 70 168 611 36 40 93 74 22 116 267 41 44 38 21 68 20 59 84 62 24
leaf_count=35 1344 58 199 373 166 25 325 52 20 21 70 168 611 36 40 93 74 22 116 267 41 44 38 21 68 20 59 84 62 24
internal_value=0 -0.00613836 0.0010756 -0.0273086 0.00728337 -0.0959444 0.0345116 0.0545879 0.0104073 0.0207208 0.0299731 0.008865 0.00336653 0.00771833 0.0185353 0.0756607 0.0298925 0.00573569 0.0539015 -0.00291911 0.00893308 0.0342005 0.101265 -0.0436824 -0.0829834 -0.0194495 -0.0269138 -0.0504919 -0.100248 0.023252
internal_weight=0 3885 2541 456 2085 83 691 377 314 294 273 203 1919 1720 1109 203 110 906 138 768 595 349 82 173 109 88 246 187 103 64
internal_count=4576 3885 2541 456 2085 83 691 377 314 294 273 203 1919 1720 1109 203 110 906 138 768 595 349 82 173 109 88 246 187 103 64
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=27 12 26 15 17 16 9 12 3 13 13 18 9 14 3 22 17 13 24 12 13 13 4 22 17 6 11 16 28 13
split_gain=52.0574 47.7738 50.1252 54.8406 45.2783 48.5882 47.9581 43.3887 43.3479 38.4888 36.1639 35.8183 33.6026 36.3163 30.4779 30.4558 46.3329 46.3964 30.3394 36.9855 41.0227 36.5163 50.9496 38.0581 60.6101 59.02 33.2805 30.2447 32.9762 28.1124
threshold=6.5000000000000009 351.83194237853382 1.0000000180025095e-35 442.00000000000006 1.7162922708762982 762.60000000000014 472.56901840490804 2464.8426555347187 402.47310288329982 58.645378715572377 65.999524203230109 1.2271279389796035 542.59407424586004 0.4658706438212718 1822.6419111518208 -0.17286638422276931 1.0056927891920084 132.00032981530345 0.018405647642850655 3467.0038174819697 133.10753344847095 112.86487510839352 780.94804947752561 0.061308176774375729 1.3097177277562262 290.7074704188862 130.08384928296377 360.50000000000006 4.5000000000000009 104.74980863493607
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 3 -3 5 -4 -7 10 -1 -2 -5 14 13 15 -11 16 -13 29 -17 21 -21 22 23 25 -25 26 -20 28 -23 -18
right_child=9 2 4 7 -6 6 -8 -9 -10 11 -12 12 -14 -15 -16 18 17 -19 19 20 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.045801265308788669 -0.098349879546598962 -0.088170432199893345 -0.013087043899024507 -0.025626574662060309 -0.14751080925817844 -0.2343505819886923 -0.024680376891046765 -0.11496371552348138 -0.21579710438847544 -0.0044865151715449986 0.049851410297125226 -0.16557307042181493 0.085253993847540455 0.083151808946947514 0.11704560277007876 0.051040120398897215 -0.014524808944255677 0.063566939083930962 -0.065827634500769477 0.054663010314106947 -0.11934462558655512 0.079232044076055011 -0.10900380705532275 0.018185370780550447 0.19345984061559041 -0.14343194050953673 0.052832420536627372 0.091675870838109408 -0.023259631753596782 -0.12278673672868359
leaf_weight=60 33 44 1264 78 27 20 24 20 20 1187 341 20 77 79 21 247 106 65 39 20 42 53 38 326 21 36 60 100 77 31
leaf_count=60 33 44 1264 78 27 20 24 20 20 1187 341 20 77 79 21 247 106 65 39 20 42 53 38 326 21 36 60 100 77 31
internal_value=0 -0.0126694 -0.00934129 0.0182644 -0.019329 -0.016683 -0.119985 0.0289321 -0.0883002 0.00897927 0.0358006 0.0103183 0.0209879 0.0173493 -0.00237379 0.0132912 -0.0203857 -0.00601073 0.0203509 0.0110157 -0.0632131 0.0171519 0.00247704 0.011266 0.0287928 -0.0337843 0.00608755 0.05033 0.0185254 -0.039022
internal_weight=0 1898 1818 483 1335 1308 44 439 80 2678 419 2645 1437 1360 1208 1281 222 202 1059 812 62 750 520 482 347 135 99 230 130 137
internal_count=4576 1898 1818 483 1335 1308 44 439 80 2678 419 2645 1437 1360 1208 1281 222 202 1059 812 62 750 520 482 347 135 99 230 130 137
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=10 18 25 12 18 4 18 13 12 25 12 0 13 11 10 2 12 17 11 12 18 18 0 2 11 0 28 18 4 13
split_gain=37.637 74.8763 32.7837 31.6561 52.833 55.0628 33.3058 42.8402 76.554 58.9633 65.0181 53.9889 42.587 41.0446 38.9492 45.7263 38.655 37.0804 50.0429 37.7783 33.8794 37.7164 37.9374 64.3662 42.1703 32.985 31.469 30.6313 44.1397 43.2415
threshold=299.20378811275953 1.16424488559984 0.69455553095226163 351.83194237853382 1.5336449145149358 225.01152265185797 1.2752572488428624 83.999926864943944 2258.2340887086048 0.0069797431489254181 2576.8796008480963 111.49122735742006 139.62927118798976 111.96928380298822 111.78032663079394 245.82319208897999 1111.7961438800783 0.92115565021412005 182.02638572513291 2767.8748669355505 1.3440054174152607 1.5686021306738567 298.7895536125173 484.06969460701094 185.63006671036499 219.90552090552094 17.500000000000004 1.2453075636386239 378.42456612492225 114.01542545558905
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 -3 4 5 -1 14 11 13 26 -11 -8 -12 16 15 -5 -9 18 -16 27 -13 22 23 24 25 -22 -10 -19 -29 -30
right_child=1 2 -4 6 -6 -7 7 8 9 10 12 20 -14 -15 17 -17 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.043558072042122316 -0.015353287489693843 0.035371704633023381 0.14452860149843941 -0.044809088199991527 0.0028327215585805892 -0.22496349215507508 0.054510974168025576 -0.064786566543530252 0.032353039812507096 -0.23830732285976408 0.069141135293130693 0.029539031173302751 -0.081030978888030292 0.055847483190413466 0.10888052465660232 0.026285791497818057 0.056622363213935628 -0.028567053621003948 -0.031315428679281811 0.0081581220080608457 -0.056912512124023019 0.0042023977512777181 -0.016514896314427163 -0.20526977300643923 0.020125704037025571 -0.18934085311797949 -0.064874886212552468 -0.02508270827787263 -0.083174333848397841 -0.25758420058659148
leaf_weight=44 405 537 29 116 90 27 109 61 177 20 26 107 69 484 49 411 46 775 53 243 68 184 159 35 50 26 41 70 44 21
leaf_count=44 405 537 29 116 90 27 109 61 177 20 26 107 69 484 49 411 46 775 53 243 68 184 159 35 50 26 41 70 44 21
internal_value=0 0.0174746 0.0409645 -0.00470676 -0.0480474 -0.112543 -0.00268067 0.00750211 0.0218505 -0.0164955 -0.0744314 -0.0104625 -0.0399312 0.0434566 -0.0121777 0.0106368 -0.0125921 -0.021758 0.0360336 -0.0268706 -0.0217218 -0.0322293 -0.0520619 -0.0836373 -0.0540738 -0.0935416 0.0140671 -0.0362244 -0.0801832 -0.139522
internal_weight=0 971 566 3605 161 71 3444 1662 924 333 115 738 95 591 1782 527 107 1255 102 1153 629 522 338 179 144 94 218 910 135 65
internal_count=4576 971 566 3605 161 71 3444 1662 924 333 115 738 95 591 1782 527 107 1255 102 1153 629 522 338 179 144 94 218 910 135 65
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=27 5 16 5 6 9 28 28 13 13 10 13 18 27 3 17 10 0 0 18 27 17 16 3 0 18 7 13 16 9
split_gain=38.1242 37.2881 46.5722 45.3825 46.5657 41.2858 49.7665 61.1829 37.933 32.0438 29.0308 28.7484 26.2425 45.3133 40.7214 33.4554 31.1608 28.6412 27.7179 26.0533 29.6364 67.4772 50.8697 53.4868 31.2877 28.7972 44.367 33.8051 32.2506 31.7742
threshold=6.5000000000000009 129.34498638993469 558.40000000000009 113.99824534079163 130.01657479324646 828.1422534715872 9.5000000000000018 6.5000000000000009 65.970634768385636 137.71578980967965 190.01823337336145 58.645378715572377 1.2845970922142584 5.5000000000000009 548.10231038262498 0.92779382708525382 408.00790010193685 263.35944178628398 731.50483091787453 1.2271279389796035 8.5000000000000018 1.4403160747171289 587.07500000000016 993.25658523252912 1215.822477650064 1.0824217298827867 2052.0012067249413 195.09618902098262 564.90000000000009 138.78371918927945
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 3 8 -1 -5 6 7 9 -3 10 -4 -2 13 15 -14 -10 17 -17 -18 20 24 22 23 -22 25 29 27 -27 -29 -13
right_child=11 2 5 4 -6 -7 -8 -9 12 -11 -12 19 14 -15 -16 16 18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.02754684007176977 -0.085075033828616142 -0.04915503127065541 -0.046996087261821889 -0.042413612726059834 -0.25324317384511236 0.057479963637888432 -0.019340998389867737 -0.2565010053664446 0.062130434126701467 0.010901855113398699 -0.17551046536536888 0.020230991682319156 0.0036196125863195471 0.036245267248085265 0.062294992140309917 0.047498635149427822 0.040527337421288438 -0.059068714187473184 -0.078942752674222003 0.017941149331028326 -0.024697235371568243 -0.20836647657677532 -0.12677977563192447 0.099797854648733697 0.096364527860203317 0.041203816100879948 -0.035542314613944498 -0.044007137036915271 0.085203564578356844 -0.054211097388948887
leaf_weight=183 33 121 39 22 20 44 255 20 43 36 32 91 296 196 197 28 87 254 25 1437 160 20 36 44 37 397 145 99 24 155
leaf_count=183 33 121 39 22 20 44 255 20 43 36 32 91 296 196 197 28 87 254 25 1437 160 20 36 44 37 397 145 99 24 155
internal_value=0 -0.0108421 -0.00570192 -0.0490624 -0.142809 -0.0342478 -0.0448133 -0.0959585 0.00404993 -0.0659506 -0.104918 0.00768422 0.00976733 -0.00370537 0.027066 -0.0216237 -0.0307644 -0.0484876 0.0138599 0.00884152 -0.00198312 -0.0318917 -0.0171855 0.00215465 0.00621967 0.00255846 0.0133721 0.0270117 -0.0187953 -0.0266736
internal_weight=0 1898 1673 225 42 426 382 127 1247 107 71 2678 1126 633 493 437 394 282 112 2645 1208 260 240 204 948 911 665 520 123 246
internal_count=4576 1898 1673 225 42 426 382 127 1247 107 71 2678 1126 633 493 437 394 282 112 2645 1208 260 240 204 948 911 665 520 123 246
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=29 3 29 16 20 23 26 8 6 29 24 16 21 16 21 3 26 4 13 8 26 17 9 6 23 16 26 25 24 21
split_gain=51.8017 28.0158 33.6552 35.5983 34.1857 31.7383 34.4326 37.0414 25.6226 22.9888 22.9688 23.3413 52.058 30.5071 26.8437 26.3304 20.3033 36.0312 45.323 58.6632 42.1425 39.0442 38.6639 32.2452 31.0513 28.6043 30.5338 27.9549 67.3914 24.4431
threshold=50.000000000000007 161.68793877359823 105.00000000000001 85.15000000000002 4.3328193936407482 -0.29936911919955606 1.5000000000000002 259.89164758475221 132.19058913245914 125.00000000000001 -0.081105546571578688 79.500000000000014 0.17985657932621843 109.15000000000002 0.23857055769835836 1779.2257758620692 7.5000000000000009 797.6797623822996 196.39223710539503 1076.6960425259565 8.5000000000000018 1.0900420821713286 322.14489745941756 927.11035386631727 0.049361371788020393 548.30000000000007 17.500000000000004 0.015790232209237132 0.065480679200451877 0.56277827333713937
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=8 5 3 -3 -5 -2 -7 -8 -1 -4 -11 -12 -13 -14 -15 16 23 20 19 -19 -18 25 27 29 -24 26 -22 -23 -29 -16
right_child=1 2 9 4 -6 6 7 -9 -10 10 11 12 13 14 15 -17 17 18 -20 -21 21 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.068474237354738385 0.079692662023007871 -0.14145353724333373 0.067394648855061912 -0.015505392935474606 0.1003360037620251 -0.026829976075585339 -0.21338227763772011 -0.042639996477023323 0.029185414624535291 0.052069269086274766 0.07677409883588554 -0.14096650757620899 0.098296657996252187 0.092294660258677705 -0.020383615070893039 0.087167442098937259 -0.11139172190534218 -0.25284638876716298 -0.0041877275332808496 -0.043090831016500797 0.17415844241778056 0.031727932054888122 -0.017208791176478069 0.072836170221368471 -0.16502936934983289 -0.023889326242109141 0.021013106567704162 -0.20115638548508286 0.0095394293023716853 0.0079114711940129496
leaf_weight=28 20 22 57 1262 26 138 24 27 663 92 40 26 32 31 428 33 35 24 50 30 30 143 30 63 27 24 23 20 63 1065
leaf_count=28 20 22 57 1262 26 138 24 27 663 92 40 26 32 31 428 33 35 24 50 30 30 143 30 63 27 24 23 20 63 1065
internal_value=0 -0.00448717 -0.00246233 -0.0153214 -0.013167 -0.0401011 -0.0527777 -0.122989 0.0252281 0.00465745 0.00310872 0.00107698 -0.000313871 0.00138625 -7.72354e-05 -0.00144866 -0.00287169 -0.0204239 -0.0727925 -0.136316 -0.00663571 0.0035489 -0.0136294 0.0027572 -0.0872291 0.0666846 0.107699 0.00493341 -0.0412306 -0.000199913
internal_weight=0 3885 3676 1310 1288 209 189 51 691 2366 2309 2217 2177 2151 2119 2088 2055 499 104 54 395 360 283 1556 57 77 53 226 83 1493
internal_count=4576 3885 3676 1310 1288 209 189 51 691 2366 2309 2217 2177 2151 2119 2088 2055 499 104 54 395 360 283 1556 57 77 53 226 83 1493
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=29 5 21 22 4 20 20 11 20 19 21 22 2 14 21 14 22 17 5 11 0 19 7 21 2 22 29 14 0 2
split_gain=41.9594 31.9362 34.3647 35.3223 24.5934 47.0318 43.2882 40.7186 41.7881 39.6051 55.4267 39.4737 31.8113 26.3713 26.3381 25.6942 48.2977 46.2562 69.016 30.8381 34.5989 40.9205 81.1798 55.563 30.3383 28.6901 25.7947 25.1871 22.9056 22.5499
threshold=50.000000000000007 121.99217750867643 1.0556013984363395 -0.039307494516179826 253.80411469067508 4.3328193936407482 3.6829226294829787 175.10722558802567 1.6197192328319416 1.3288756317481984 0.73717419817113339 -0.31737383096110622 465.02102919626549 0.28740750031355833 0.45407552650012578 0.0012119843420656431 0.34367010619068156 0.99764289749287671 634.45129664769149 184.26600928074251 310.57264236663235 0.9590835134888499 355.8462487547946 1.0799139237254043 364.41082747169418 0.30680387207475918 95.000000000000014 0.15226921889472064 463.54697712418306 472.79544209841254
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 29 6 7 8 28 12 -11 -9 -10 -12 -8 17 19 -13 -19 -17 21 22 27 26 -22 -26 -23 -21 -6 -2
right_child=4 2 -4 -5 5 -7 14 11 9 10 13 15 -14 -15 -16 16 -18 18 -20 20 24 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.070366908290556501 -0.0064002143945515316 -0.07055199848105892 0.11303092855748467 0.027801736692226915 -0.12472124814987183 0.11138754058629274 -0.14278368565344043 -0.1075006497791037 0.14141590843020485 0.067596248261354588 -0.15866351335902107 0.0018751136889304258 0.04726748586018583 -0.023512339615817404 -0.030192335820682939 -0.087337410692125569 0.0991063973903656 -0.035034351250252282 -0.2205328377308669 0.11170350362857183 -0.12374587948544927 0.045528852662035067 -0.19994419269263744 -0.011660672798752785 -0.00039105325492003759 -0.081421684382690332 0.13848257910770675 -0.016171666009481566 0.018858087062835694 -0.036843060454946119
leaf_weight=35 707 39 44 573 25 38 31 36 43 54 22 168 217 42 63 40 50 78 27 24 21 51 20 70 1507 45 72 43 20 371
leaf_count=35 707 39 44 573 25 38 31 36 43 54 22 168 217 42 63 40 50 78 27 24 21 51 20 70 1507 45 72 43 20 371
internal_value=0 0.0227053 0.0276711 0.0215341 -0.00403845 0.000892177 -0.000624191 0.00171964 0.0301871 0.0410318 -0.00701626 -0.00362749 0.0628382 -0.0699706 -0.0673235 -0.00194002 0.00209622 -0.0306668 -0.082734 -0.00046612 0.00140914 0.0337967 -0.0231423 0.0594636 -0.00435598 -0.00274052 0.0999408 0.0296344 -0.0609082 -0.0168773
internal_weight=0 691 656 612 3885 2807 2769 2675 423 378 118 2252 260 64 94 2216 1943 273 105 1893 1853 280 87 193 1573 1552 123 67 45 1078
internal_count=4576 691 656 612 3885 2807 2769 2675 423 378 118 2252 260 64 94 2216 1943 273 105 1893 1853 280 87 193 1573 1552 123 67 45 1078
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=29 27 23 23 27 22 0 2 18 13 11 10 13 10 24 23 21 29 13 26 18 11 26 0 2 9 18 13 9 9
split_gain=34.3709 39.3619 25.3747 38.4155 31.9712 51.7139 31.3714 28.0404 27.1531 41.4478 39.2635 32.3189 113.998 29.0133 37.1077 39.6107 29.6578 28.2982 27.065 29.1385 28.6872 47.292 33.2355 31.9188 36.1639 40.6127 32.8271 37.4991 26.9717 40.3454
threshold=35.000000000000007 6.5000000000000009 -0.26731554228174759 -0.28857510291059729 8.5000000000000018 -0.18306191665428542 280.91290457230929 490.47147937872631 1.0824217298827867 65.004597201423465 113.9783646466045 69.736401654845565 78.260338879896594 94.996106146527197 -0.0020059010239962174 -0.050576813385178172 0.61875162364534508 70.500000000000014 64.980588915408077 1.0000000180025095e-35 1.3904711919121475 228.02017874775302 11.500000000000002 323.36611656216695 504.21000469085538 192.64836017934246 1.726390063177738 77.999234393404024 331.46934649258088 245.9273559219483
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 6 8 -6 -3 -8 13 10 -10 12 -11 16 15 -15 -4 -12 19 -7 21 22 -20 24 26 -26 27 -22 29 -23
right_child=1 2 4 -5 5 18 7 -9 9 11 17 -13 -14 14 -16 -17 -18 -19 20 -21 23 28 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.021932891581793262 -0.015691124849099045 0.056827450219342227 -0.025254329899325967 0.12212739457807892 -0.13798328911264737 -0.052961856146921983 -0.11031943374872209 0.0069082672808420016 0.070903269541931574 -0.23999337881803512 -0.10752084671945897 0.029476785130345341 0.05928864372628076 -0.050370342586603438 -0.0064462587096781104 -0.21950856193900112 0.091335334666073326 -0.0078141741894862862 -0.022314784786858635 0.047619839814993056 0.008267961809893646 -0.077207803482278473 0.096795030048599962 0.099286144147768166 -0.18683574966021949 0.0055105164809071509 -0.05239995601911878 0.14958799252552646 -0.014934755895625464 -0.23217589429446628
leaf_weight=618 1575 112 48 41 33 37 25 111 29 20 59 879 35 45 106 20 40 55 177 130 57 84 27 33 21 23 43 28 44 21
leaf_count=618 1575 112 48 41 33 37 25 111 29 20 59 879 35 45 106 20 40 55 177 130 57 84 27 33 21 23 43 28 44 21
internal_value=0 -0.00342459 0.00468275 0.0324593 0.000849219 -0.0155552 0.0176351 -0.0146409 0.0101565 0.0171476 -0.0329882 0.0248237 -0.0495412 -0.0189148 -0.0429248 -0.102413 0.027741 -0.0594168 -0.00998257 0.0253353 -0.0205526 -0.0378315 -0.00655025 0.00920085 -0.00808296 -0.0862911 0.0188011 0.0548204 -0.0806596 -0.108201
internal_weight=0 3958 2383 289 2094 758 248 136 1336 1077 143 934 55 259 171 65 88 114 725 167 558 353 204 205 172 44 128 85 149 105
internal_count=4576 3958 2383 289 2094 758 248 136 1336 1077 143 934 55 259 171 65 88 114 725 167 558 353 204 205 172 44 128 85 149 105
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=28 2 23 20 26 6 6 13 9 7 23 22 19 3 6 14 25 23 22 9 20 9 27 2 25 6 9 6 0 0
split_gain=26.6099 37.4992 34.1355 33.2756 28.3028 67.2968 129.915 57.3754 42.8205 51.5912 50.8441 35.9023 38.8258 38.8084 35.8855 35.7702 28.3353 37.0419 31.2859 97.1118 27.6451 26.6519 26.3567 31.5476 25.4369 33.4835 44.1228 32.6881 35.8708 35.2509
threshold=5.5000000000000009 181.03872118882865 0.75639401527962602 1.4057540026648043 6.5000000000000009 305.13989456842245 320.38065296890528 87.437194016472873 297.00539800995028 425.06856280334404 0.053885930345292418 0.0913560073840569 1.0877470086916106 1058.4573952641169 155.76969696969698 0.016197543090154715 -0.047259747360671671 -0.19696537525946062 -0.23238071699775478 98.508155679113074 3.907599281725584 239.85412248144223 11.500000000000002 354.56042652932439 0.85081213362255448 220.48556162199233 288.56318335243168 202.71807925640874 400.05817428185856 454.01300837320576
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 3 4 -1 11 -6 -7 -8 9 -9 -10 13 -13 16 21 -12 17 -3 19 -18 -20 -14 24 -24 25 26 27 28 -2 -30
right_child=22 2 -4 -5 5 6 7 8 10 -11 15 12 14 -15 -16 -17 18 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0007176983657039025 0.0032747063311942661 0.07084086776043462 -0.037528282511189129 -0.17750415353453719 0.044415551338655254 -0.25888371558293055 -0.11957664886828175 -0.020805323762786494 0.028311353959143162 0.11000836777093355 -0.031699435751546511 0.10098147166815277 0.014155294454178294 0.1446731647476554 0.042532325668140858 -0.16217664109871668 0.027834508969987695 -0.023905121702700857 0.008063245485650598 -0.22020390199290382 -0.10785925603387031 -0.11950094038248063 -0.001963905099546537 0.15157765073944696 0.044570480253961355 -0.0021907874618873708 -0.096960093485720378 -0.063681725318053078 -0.14818065243236947 -0.017446781572970478
leaf_weight=22 455 113 132 20 192 23 44 57 80 64 55 96 37 20 366 34 38 65 317 27 22 25 32 23 90 1827 81 131 33 55
leaf_count=22 455 113 132 20 192 23 44 57 80 64 55 96 37 20 366 34 38 65 317 27 22 25 32 23 90 1827 81 131 33 55
internal_value=0 0.0092609 0.011432 -0.0841499 0.0152904 -0.00332577 -0.0290018 -0.0131716 0.00297264 0.0483854 -0.0295418 0.024367 0.0435062 0.00770764 0.0306146 -0.0815447 0.00300092 0.0362426 -0.0116452 -0.0751968 0.000540251 -0.0397383 -0.00627921 0.0622444 -0.00768969 -0.0095113 -0.027226 -0.0188455 -0.00802862 -0.066472
internal_weight=0 1849 1807 42 1675 549 357 334 290 121 169 1126 524 602 428 89 582 178 404 65 339 62 2727 55 2672 2582 755 674 543 88
internal_count=4576 1849 1807 42 1675 549 357 334 290 121 169 1126 524 602 428 89 582 178 404 65 339 62 2727 55 2672 2582 755 674 543 88
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=13 29 27 12 28 21 14 17 21 28 17 20 14 24 17 12 13 16 21 23 23 0 16 20 19 27 12 17 13 13
split_gain=25.111 25.4473 30.8279 27.8514 27.184 79.7368 67.5147 35.5196 33.8877 28.3979 23.6924 22.4561 27.4339 21.4146 21.0281 36.3399 37.724 20.8288 20.5946 18.8824 29.4363 26.5394 31.9408 27.2443 24.985 24.9011 93.6544 34.3869 33.8346 43.1269
threshold=58.645378715572377 35.000000000000007 6.5000000000000009 2720.4601620526678 1.5000000000000002 0.79905560149259147 0.20246855022972915 1.0427231023890058 0.6031623020674356 4.5000000000000009 0.85824824827302615 1.5078020438521755 0.27189767995240932 0.15920291489393443 1.0356964920739202 1708.3493267423064 72.253100336986449 462.55000000000007 0.62366902335407126 -0.26731554228174759 -0.28857510291059729 280.91290457230929 347.40000000000003 1.6031864300183714 1.3372151313796905 8.5000000000000018 1579.086632057106 1.3165510933168523 122.95536488126193 148.08730229405037
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 3 4 13 5 7 -7 -3 -9 14 -11 12 17 -2 -6 16 -16 -12 -18 20 21 24 -23 -24 -4 26 28 -27 -21 -30
right_child=1 2 19 -5 9 6 -8 8 -10 10 11 -13 -14 -15 15 -17 18 -19 -20 25 -22 22 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.072717887583248167 0.060890323519995508 0.044299796817711359 0.098496192473133931 -0.065679470393742029 -0.019488970978887049 -0.28667799888360773 -0.057620366061887432 -0.10931404287164861 0.047675129026174545 -0.08676033914089204 -0.046591560343619103 -0.0068111241058900198 -0.017303127336120348 0.014674206053579435 0.10097375408961223 0.096657285585792535 0.03376206574453549 -0.18419694412838331 -0.087814380503014516 0.047605963754295204 0.10762245551478573 -0.12990540225058794 -0.090521148001046284 0.031030700119432583 0.00057517381695409617 -0.00079196535034385402 -0.00097821285094855598 -0.050981595966344079 0.22781894254897322 0.052305634958403451
leaf_weight=47 129 66 57 36 77 22 31 44 20 44 22 975 81 450 26 72 22 22 38 135 41 20 23 93 48 565 1134 180 28 28
leaf_count=47 129 66 57 36 77 22 31 44 20 44 22 975 81 450 26 72 22 22 38 135 41 20 23 93 48 565 1134 180 28 28
internal_value=0 0.000754635 -0.00221667 0.0196647 -0.013107 -0.0493206 -0.152701 -0.0071733 -0.0602549 -0.00830123 -0.0148052 -0.011927 -0.0518312 0.0249711 0.0233609 0.0442434 0.000362053 -0.115394 -0.0432364 0.00501574 0.0292914 0.0159654 -0.0131929 0.0069299 0.0537323 0.00170862 0.00993283 -0.0129183 0.0747136 0.140062
internal_weight=0 4529 3914 615 1562 183 53 130 64 1379 1144 1100 125 579 235 158 86 44 60 2352 282 241 136 116 105 2070 1325 745 191 56
internal_count=4576 4529 3914 615 1562 183 53 130 64 1379 1144 1100 125 579 235 158 86 44 60 2352 282 241 136 116 105 2070 1325 745 191 56
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=4 12 13 14 4 13 13 12 13 8 27 4 16 13 16 23 10 19 12 17 9 28 4 22 28 23 13 13 10 13
split_gain=21.0534 20.0054 30.8101 28.7023 27.5977 22.0197 20.4341 22.7982 47.6739 46.0913 49.4345 57.9501 39.1149 39.6226 37.1144 30.8554 28.992 32.6692 32.6577 56.7674 39.8542 39.3463 37.174 34.1747 31.3339 66.4706 50.1705 26.4863 30.0483 25.9863
threshold=1526.7346025093802 351.83194237853382 77.974436316520027 0.99551914863824142 198.07692307692312 64.00839988983752 58.645378715572377 1921.1200083646193 89.954980000017528 726.48526309709234 9.5000000000000018 277.15307660421803 136.05000000000004 111.95010117776515 501.90000000000003 -0.39886012544136906 80.852748163761021 0.80951290922395469 2780.851881304246 1.7162922708762982 953.51598508611016 5.5000000000000009 280.69035903043567 -0.082937681387606557 10.500000000000002 -0.022829711222170614 98.79255204830153 76.001123595505632 109.29377892301221 75.676671862347249
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 -4 -1 -6 -3 8 14 10 15 -12 13 -9 -8 -10 17 -14 19 21 -20 22 -18 -21 25 -23 -27 28 -16 -30
right_child=-2 6 3 -5 5 -7 7 12 9 -11 11 -13 16 -15 27 -17 18 -19 20 23 -22 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.065837385795478306 0.072231190232560041 -0.065595915867015728 -0.19531588865444066 -0.027927442360669377 -0.1165067802828092 -0.0097121476816634349 0.0036935237344213213 -0.0079313165778594642 0.10642789037841741 0.042488327831045815 -0.1604123694001158 0.025508929992405078 -0.0082346194555672509 -0.17054881200451277 0.067621476063504812 0.0055340393596599183 -0.09517302294101182 0.06635241926364277 0.011094962616273856 -0.22677666466860547 -0.11749947416782379 -0.0081096568384340841 0.024170684247630941 -0.04412658836692572 -0.01872238432203702 -0.04207417297248657 -0.22234934886035168 -0.10194321334562904 -0.050679506548819531 0.056503406654183685
leaf_weight=35 40 46 20 21 26 75 1161 31 33 585 38 30 120 29 32 372 29 115 670 21 25 70 261 20 356 26 38 51 174 26
leaf_count=35 40 46 20 21 26 75 1161 31 33 585 38 30 120 29 32 372 29 115 670 21 25 70 261 20 356 26 38 51 174 26
internal_value=0 -0.000636959 -0.0335936 -0.10958 -0.0106859 -0.0372038 0.000701268 0.00140836 0.00759387 0.0237203 0.000508205 -0.0783883 -0.00713729 -0.0865298 -0.00422173 0.013755 -0.00441682 0.0282654 -0.009483 -0.022987 0.00646926 -0.0169584 0.0122363 -0.137679 -0.0342368 -0.0754543 -0.149113 -0.0366939 -0.0223503 -0.0367457
internal_weight=0 4536 177 41 136 101 4359 4313 2502 1058 473 68 1811 60 1444 405 1751 235 1516 821 695 780 290 41 490 134 64 283 232 200
internal_count=4576 4536 177 41 136 101 4359 4313 2502 1058 473 68 1811 60 1444 405 1751 235 1516 821 695 780 290 41 490 134 64 283 232 200
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=3 10 10 24 3 14 14 14 7 22 12 13 6 0 17 14 6 10 26 7 13 21 12 7 8 0 14 26 12 12
split_gain=18.0727 23.7187 30.462 25.755 40.2548 22.3711 59.3706 47.3585 32.818 34.221 35.4427 46.7153 33.1088 38.9718 29.1399 28.2461 29.4715 26.5738 38.4564 36.3763 38.2768 35.5222 34.4571 32.4225 32.0482 77.1659 46.4159 29.4683 41.1361 26.0151
threshold=161.68793877359823 49.251333112132677 56.106322072738131 -0.042650987940198941 247.12304428657191 0.048590236473466969 0.097434210447136141 0.10331010108184828 1539.3281206690181 0.12665938003810689 2110.9607544520873 95.999754879073691 651.61066852565739 619.51141304347834 1.0461125862882381 0.00057248836476887018 424.54076374417463 93.469424460431668 6.5000000000000009 1454.8559859593904 197.99468085106386 0.55766607670828339 696.13616878035339 315.39550713984931 1003.745419309373 339.16159420289858 0.029397889487845077 4.5000000000000009 951.75552844426295 3992.6048963439703
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 -3 -5 8 -7 -8 17 -10 11 15 29 -14 -13 -11 -17 23 19 20 27 -22 -20 -4 25 -24 -27 -19 -29 -12
right_child=1 2 5 4 -6 6 7 -9 9 10 12 14 13 -15 -16 16 -18 18 22 -21 21 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.028372959497223706 0.060431981645524505 0.037617225395515569 -0.086509421219428395 -0.021789617858388843 -0.18708411033910055 0.04309827338555175 -0.1221998415166332 0.0028583940320595575 0.092292111707122426 -0.016624997263877755 -0.010357407169443644 0.042018409622132137 -0.14745548204393 -0.026829506322434266 0.14979077980628816 0.078941797873435124 -0.0044091312675386346 -0.0087449386413942769 -0.15771899292511601 -0.077175775462308457 -0.17298817759752275 -0.0060412154031487617 0.01920876197760836 0.049088549236978661 -0.011619614118352434 -0.058211991860746194 -0.23686714352983418 0.14474228978157044 0.015541272822377758 0.088602373873194071
leaf_weight=214 67 20 21 34 26 419 31 1306 46 324 232 186 37 97 29 78 93 603 28 74 25 26 42 110 151 26 33 30 138 30
leaf_count=214 67 20 21 34 26 419 31 1306 46 324 232 186 37 97 29 78 93 603 28 74 25 26 42 110 151 26 33 30 138 30
internal_value=0 0.00139198 0.000470983 -0.0606586 -0.0934172 0.00163121 0.0102523 -4.1236e-05 -0.00452521 0.00777999 0.00426501 0.0176342 -0.019705 -0.0601367 0.0565551 0.000729115 0.0336106 -0.0153711 -0.0201302 -0.0100212 -0.00397568 -0.087878 -0.0524788 0.0273515 -0.0407854 -0.0843897 -0.158138 0.00157428 0.0386129 0.000973865
internal_weight=0 4362 4295 80 60 4215 1756 1337 2459 1152 1106 710 396 134 215 495 171 1307 1176 896 822 51 280 131 252 101 59 771 168 262
internal_count=4576 4362 4295 80 60 4215 1756 1337 2459 1152 1106 710 396 134 215 495 171 1307 1176 896 822 51 280 131 252 101 59 771 168 262
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=22 14 17 0 14 0 28 1 1 14 14 14 9 6 10 10 16 7 18 7 26 28 0 0 22 16 18 6 6 24
split_gain=17.4704 35.0294 42.0445 34.7387 41.7751 24.5531 23.6902 22.8137 31.7607 22.5594 41.9559 40.738 38.7909 31.8822 27.7024 66.2933 28.0448 25.8155 31.4524 38.4637 30.3751 34.9091 28.1138 38.7492 27.6099 35.067 28.211 29.4048 35.1681 27.19
threshold=-0.17286638422276931 0.23687581940938995 1.107887414803052 298.7895536125173 0.10744666136879572 239.24005713962438 13.500000000000002 412.51404950205477 523.42232735205437 0.043413467707130456 0.097434210447136141 0.10331010108184828 189.34829505915104 1063.0618289667264 93.469424460431668 105.31425084078576 201.12500000000003 1539.3281206690181 1.1658554663080278 1391.1867293198675 13.500000000000002 5.5000000000000009 415.34076054664291 615.93744955609372 0.12665938003810689 732.50000000000011 1.2717796634573877 651.61066852565739 221.97890154052246 0.10061050740140448
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 -4 -3 -8 -9 17 12 -12 14 -14 -11 -16 -17 18 19 20 21 -2 -23 -24 -19 26 27 28 -26 -20
right_child=9 6 3 -5 -6 -7 7 8 -10 10 11 -13 13 -15 15 16 -18 24 29 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.17597337691210369 0.036933232928755916 0.016085263691076362 0.056014952498177686 0.015958372181331792 -0.15547740091937351 -0.092047208654029045 0.001452945461913721 -0.18567706979811194 -0.025035867397673429 0.044483955406018946 -0.11168962221953177 0.004566053820635416 0.066634794507796566 -0.053377419942989945 -0.19746561394560905 -0.085954998992383486 0.060341228882929213 0.083062901586780091 0.036421238375246467 -0.13390770383724354 -0.12482440322304943 -0.001600234551390387 -0.18318416911310384 -0.0009381274878978729 -0.024780342935584485 -0.060207427759902392 0.039194032344338388 -0.037549421045626238 0.026071321763098239 -0.012054225719753613
leaf_weight=24 79 282 24 74 38 21 67 20 32 61 31 1089 285 24 21 20 38 46 133 41 28 53 28 20 200 79 237 166 425 890
leaf_count=24 79 282 24 74 38 21 67 20 32 61 31 1089 285 24 21 20 38 46 133 41 28 53 28 20 200 79 237 166 425 890
internal_value=0 -0.0161864 -0.0527028 -0.0338589 -0.0782744 -0.0130807 0.000296016 -0.0371205 -0.0868209 0.00235867 0.0117021 0.00134826 0.0375289 0.0573135 -0.0061385 -0.0452267 0.00989425 -0.0036866 -0.0135099 -0.0453828 -0.0279331 -0.0128611 -0.0518092 -0.107248 0.0071505 0.00399606 0.00892999 -0.000137751 0.00979879 -0.00575194
internal_weight=0 582 181 157 83 45 401 119 52 3994 1569 1120 449 309 140 79 58 2425 1272 249 208 180 101 48 1153 1107 1028 791 625 1023
internal_count=4576 582 181 157 83 45 401 119 52 3994 1569 1120 449 309 140 79 58 2425 1272 249 208 180 101 48 1153 1107 1028 791 625 1023
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=13 27 26 7 28 22 16 19 13 23 13 19 20 19 3 16 20 13 4 14 16 14 11 22 27 14 20 22 21 22
split_gain=16.3801 16.9832 23.3319 38.9815 26.288 33.029 25.8309 37.2966 19.5058 25.7156 25.0169 16.9498 16.3088 15.1358 15.0791 19.5564 15.0714 36.7898 70.6251 53.1983 23.4667 18.6086 15.6664 16.5166 13.6916 25.3586 25.0614 35.307 20.4333 36.9655
threshold=58.645378715572377 6.5000000000000009 1.0000000180025095e-35 370.3641537751721 4.5000000000000009 0.39665123818320075 762.60000000000014 1.0924081344173169 65.970634768385636 0.73280689305211066 64.937960155792169 0.82164488670366287 2.7685750754700158 1.0009437222013899 393.38930023033794 347.40000000000003 2.7559511038147666 122.23928986970698 442.05214127842657 0.016197543090154715 182.17500000000004 0.0042016127404075343 113.9783646466045 0.26796251427789602 8.5000000000000018 0.4658706438212718 1.6795368456732505 -0.1686668403685421 0.62366902335407126 0.074424444578748458
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=13 2 3 14 -5 -6 8 -8 9 10 12 -10 -4 -1 15 -2 20 21 19 -19 -13 -18 23 -22 28 26 27 -26 -3 -30
right_child=1 24 6 4 5 -7 7 -9 11 -11 -12 16 -14 -15 -16 -17 17 18 -20 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.11922501582990995 -0.034426405175734275 -0.0013509210858624575 0.065085194110870367 0.065166070585927147 0.024688699414529017 -0.080458416542304415 0.0050230183215303863 -0.17710021756913352 -0.074742234001557037 -0.15004304033659754 -0.088941964004188787 0.10554646267777397 -0.041031948064586952 -0.0054961871653795248 -0.10181898146867752 0.068934239785779602 -0.030453864139379918 -0.055671768695382144 0.043771210389918297 -0.25636734588444238 0.11796395577151667 0.034259066539930133 -0.0044191852495880117 -0.0075982228294014936 -0.17249072253704073 0.071907532319080009 -0.0010856592767099344 -0.0244793936969286 0.0099218156316883931 0.056643224994331831
leaf_weight=22 109 701 30 130 204 35 22 23 36 21 40 21 28 25 25 22 97 28 29 25 22 82 835 20 20 43 880 83 694 224
leaf_count=22 109 701 30 130 204 35 22 23 36 21 40 21 28 25 25 22 97 28 29 25 22 82 835 20 20 43 880 83 694 224
internal_value=0 0.000609484 -0.00664624 0.0112584 0.0289757 0.00929059 -0.013563 -0.0880622 -0.0110117 -0.0496212 -0.0281022 -0.00716689 0.0138562 -0.058731 -0.03065 -0.0170681 -0.00506791 -0.02622 -0.0816906 -0.150339 0.00107984 -0.000808834 -0.00142164 0.0581724 0.00577764 -0.0032602 -0.00654831 -0.0532195 0.0115051 0.0213222
internal_weight=0 4529 1884 525 369 239 1359 45 1314 119 98 1195 58 47 156 131 1159 261 82 53 898 179 877 42 2645 1026 983 103 1619 918
internal_count=4576 4529 1884 525 369 239 1359 45 1314 119 98 1195 58 47 156 131 1159 261 82 53 898 179 877 42 2645 1026 983 103 1619 918
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=15 10 15 22 14 22 26 14 15 8 12 27 12 9 17 17 21 8 15 12 17 21 12 28 9 0 20 21 12 9
split_gain=13.3287 37.2014 26.0727 24.8088 26.7475 38.5341 33.3282 32.5365 34.596 60.3976 26.7509 69.6358 27.7507 25.3738 30.1957 28.5839 24.8323 24.6569 25.2547 26.6538 23.299 39.2148 34.4196 32.1086 30.8398 28.1285 27.5332 22.1743 21.8841 21.6943
threshold=433.50000000000006 48.182838619318709 449.10000000000042 -0.23852822389207579 0.043413467707130456 0.061308176774375729 13.500000000000002 0.033412335135195523 1398.6000000000001 973.23679255017294 525.21998642445362 3.5000000000000004 772.13654769328957 204.31181516537569 1.0326674003016063 1.213310077107165 1.2322047191304513 282.22624373750085 609.14999999999975 2064.8349715865465 0.92115565021412005 0.61875162364534508 377.99966771037481 21.500000000000004 157.57306339999556 143.51039105191259 3.2656575345453933 0.59639020802789522 1058.8096562237181 277.69451275745467
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 13 7 10 27 20 -9 -10 11 -6 -12 14 -4 -15 28 18 -16 -20 21 23 -22 -5 -24 -26 -27 -7 -14 -30
right_child=1 2 3 4 5 6 -8 8 9 -11 12 -13 16 15 17 -17 -18 -19 19 -21 22 -23 24 -25 25 26 -28 -29 29 -31
leaf_value=-0.015674546292944593 0.13461378060636067 0.087110911235213292 -0.11928880947331588 0.05889686066735611 0.043504192555944128 0.021565798831681266 -0.028664912275817928 -0.01900924687561031 -0.24602743600096022 -0.0061910800635814672 0.067301957958654776 -0.2091473535448313 -0.062905169156464671 -0.014911337271332743 -0.085719965756870811 -0.16330322118269072 0.048164910596824484 0.075488757278238033 0.04389904471313847 -0.06012904264621044 -0.12236802275478841 -0.021078092150541173 0.043485203136261259 -0.031264832773255577 -0.11102397264196323 -0.01140241471659194 0.026052450467633256 0.085335879020342897 -0.014299414867862579 0.018158537144952875
leaf_weight=485 21 35 24 223 24 86 49 107 21 21 74 20 55 25 40 27 112 35 70 38 25 148 126 48 26 1410 228 149 404 420
leaf_count=485 21 35 24 223 24 86 49 107 21 21 74 20 55 25 40 27 112 35 70 38 25 148 126 48 26 1410 228 149 404 420
internal_value=0 0.00185826 0.00117328 0.000427852 0.00248145 0.0134895 0.0463561 -0.00395341 -0.0491985 -0.126109 0.00507286 -0.0713374 0.00822972 -0.0295118 -0.0138241 -0.091961 0.00381868 7.30811e-06 -0.017843 0.00729657 -0.000935722 0.0203192 -0.0058425 0.0429273 -0.00421505 -0.00782696 -0.00618892 0.0619987 -0.00183181 0.00224469
internal_weight=0 4091 4070 4035 3776 1393 284 2383 149 42 1109 44 1065 259 207 52 991 183 148 108 2234 419 1815 271 1790 1664 1638 235 879 824
internal_count=4576 4091 4070 4035 3776 1393 284 2383 149 42 1109 44 1065 259 207 52 991 183 148 108 2234 419 1815 271 1790 1664 1638 235 879 824
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=25 25 14 28 28 18 2 3 19 3 3 25 25 7 8 20 8 11 0 22 12 22 11 22 9 18 8 14 12 15
split_gain=13.7014 25.8755 15.2703 15.0649 26.4515 33.9911 30.2862 28.393 28.9331 25.2341 40.5331 32.4788 27.692 43.1517 22.2967 22.2197 52.3048 28.0554 21.8264 21.6347 21.5255 20.643 19.2945 18.8004 17.5573 40.3501 22.7405 21.3358 30.7426 22.2387
threshold=0.85680715678828168 0.8401370824379305 0.00016779428174904589 5.5000000000000009 1.5000000000000002 1.2053769015704747 245.82319208897999 282.63624459600959 0.81390182336816419 364.9676976899558 262.74426159752403 0.19102080512832306 -0.045398015002551723 304.94965453746073 219.59728183118742 1.3778895743456336 599.11812868755544 608.80472103004297 163.73277550672802 0.16065338881315547 609.92432311774303 0.40867359513589396 307.7627544097694 0.26323639613015287 167.49221001918917 1.3461723698208765 324.21464804202293 0.017346198453802059 704.9954157795637 1807.6499999999999
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 3 -3 4 5 15 18 8 -8 10 11 -7 -12 -14 -9 -1 -17 22 20 -19 -6 24 23 -18 25 -16 -27 28 -26 -29
right_child=-2 2 -4 -5 6 9 7 14 -10 -11 12 -13 13 -15 21 16 17 19 -20 -21 -22 -23 -24 -25 27 26 -28 29 -30 -31
leaf_value=0.02238496194679138 0.032127558806362429 0.00036479345252436978 -0.087690484166766211 -0.0047119508072122271 -0.064163604556866316 0.069404772205172854 0.010020336887288478 -0.062108104406959491 0.099419804401267534 0.027228339338925347 -0.0035071555352597325 -0.063740415365568223 -0.23844191964715719 -0.030711929611861706 0.11100616465056581 -0.16988925055484289 0.015645516623193637 -0.034346579772730666 -0.086481829784284148 -0.1632572437434093 0.065379771795766109 0.11864844381809235 0.054813653536331969 -0.0853105801343918 -0.11171340722314738 0.058517107479274279 -0.08881530871967698 0.019528293519474261 0.00014468063208045978 0.12080669921377432
leaf_weight=49 129 31 54 2597 23 53 62 36 87 268 27 28 20 20 56 32 39 30 46 23 29 20 39 35 27 20 22 378 273 23
leaf_count=49 129 31 54 2597 23 53 62 36 87 268 27 28 20 20 56 32 39 30 46 23 29 20 39 35 27 20 22 378 273 23
internal_value=0 -0.000931966 -0.0555762 0.000132857 0.00726145 -0.00852145 0.016757 0.0219364 0.06222 0.00892583 -0.0242165 0.0233793 -0.0817578 -0.134577 0.0149162 -0.0379064 -0.0528269 -0.0302607 -0.0363052 -0.0902889 0.00808174 0.0183018 -0.00210586 -0.032104 0.01579 0.0554362 -0.018657 0.0102475 -0.00992255 0.0253373
internal_weight=0 4447 85 4362 1765 663 1102 1004 149 416 148 81 67 40 855 247 198 166 98 53 52 819 113 74 799 98 42 701 300 401
internal_count=4576 4447 85 4362 1765 663 1102 1004 149 416 148 81 67 40 855 247 198 166 98 53 52 819 113 74 799 98 42 701 300 401
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=13 8 27 26 17 17 28 22 13 17 26 2 2 27 18 6 26 10 20 2 1 6 13 18 10 24 20 27 13 10
split_gain=12.864 13.2492 13.2416 16.7034 26.2477 19.6666 15.7656 25.1803 13.4107 26.0445 16.2194 11.8621 21.938 11.6011 23.4193 39.1756 52.9837 43.6796 31.5023 31.2259 28.3061 30.5606 20.6678 20.5136 21.375 25.6688 42.3632 20.2347 19.6341 25.3245
threshold=58.645378715572377 385.9319095079893 6.5000000000000009 1.0000000180025095e-35 1.2407611188382799 1.7162922708762982 4.5000000000000009 0.39665123818320075 65.970634768385636 0.94291821282820731 4.5000000000000009 671.70883966677809 432.44183484925833 8.5000000000000018 1.3904711919121475 288.60864091752484 1.0000000180025095e-35 150.5413285293574 1.5690572158234837 929.60895971622892 422.09619823980569 340.73465951680453 163.66264277730707 1.0824217298827867 94.996106146527197 -0.0020059010239962174 1.2768095951176348 7.5000000000000009 83.102335695648335 69.736401654845565
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 4 6 8 -2 -8 9 -5 -11 12 -6 23 15 16 17 -15 -18 -16 21 -17 -22 24 27 26 -26 -4 29 -25
right_child=2 -3 13 5 11 -7 7 -9 -10 10 -12 -13 -14 14 19 20 18 -19 -20 -21 22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.0045514241538264534 0.050760102163496107 -0.1018538476228714 0.10589883858742921 -0.146212690025568 -0.043133847221251929 -0.09465913503829923 0.020976289450182803 -0.070517045195613595 -0.0068580933330983154 -0.046932790951931556 0.043307362310588363 -0.088359302900230086 0.049986665700939868 -0.15090895205736163 0.0070083382918944741 -0.19096246774380024 -0.069670140693585084 0.0039280589424857968 0.039537062800839143 0.12402354736501973 -0.052710777234510876 -0.040401605696284343 0.024199919044971468 -0.082422378316924394 -0.031293517055196896 -0.005983817562259533 -0.20620952039957047 -0.0036892091108870415 0.022905817792698624 0.0045838212778602982
leaf_weight=22 133 25 23 20 80 28 214 35 1214 69 28 26 37 35 458 26 30 38 221 24 116 28 50 37 45 111 20 63 971 349
leaf_count=22 133 25 23 20 80 28 214 35 1214 69 28 26 37 35 458 26 30 38 221 24 116 28 50 37 45 111 20 63 971 349
internal_value=0 -0.0520471 0.000540122 -0.00586667 0.00928263 -0.0117191 0.0229631 0.00811578 -0.00997426 -0.0423078 -0.0208841 -0.0272625 -0.0136855 0.0051036 -0.00321569 -0.0174369 0.00467605 -0.0703089 0.0264844 0.0128348 -0.0500033 -0.112894 -0.0295449 0.0103757 -0.0152418 -0.035208 -0.0851138 0.0256192 0.0153218 -0.00375615
internal_weight=0 47 4529 1884 525 1359 382 249 1331 117 97 143 117 2645 1026 544 324 73 251 482 220 54 166 1619 262 176 65 86 1357 386
internal_count=4576 47 4529 1884 525 1359 382 249 1331 117 97 143 117 2645 1026 544 324 73 251 482 220 54 166 1619 262 176 65 86 1357 386
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=4 25 25 9 21 20 15 18 29 16 18 12 18 13 12 20 25 21 25 9 12 1 9 21 29 8 8 16 12 21
split_gain=14.0648 11.2654 21.9874 22.3336 25.2544 16.0659 15.7957 21.8035 22.9615 22.5498 16.9971 18.9977 26.8795 24.3671 23.4399 21.1876 21.095 20.6428 19.9657 18.7426 39.0002 28.3646 26.886 19.5207 23.3976 18.6214 31.7723 30.1208 18.4945 18.3184
threshold=1526.7346025093802 0.85680715678828168 0.82055654005119383 283.60751429631574 0.39756981264581381 2.4807729377383976 2831.1999999999998 1.0974532320216077 140.00000000000003 696.70000000000016 1.12602157666964 3443.7655883564557 1.1690095611455049 133.10753344847095 2822.612925247734 2.2525333513931556 0.088280683382130395 0.58185954131119111 -0.06300134962703946 159.75355085476943 3365.0687682479697 448.33601060296036 173.56861977731236 0.30967483962036962 125.00000000000001 2732.1657608695655 2588.6000000000004 552.27500000000009 3114.5722529265308 0.39328458218262141
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 6 4 -4 -6 10 -8 9 -9 19 14 -13 -14 25 16 18 -18 -16 20 21 -1 -21 24 -24 26 -12 -27 -20 -25
right_child=-2 -3 3 -5 5 -7 7 8 -10 -11 11 12 13 -15 15 -17 17 -19 28 22 -22 -23 23 29 -26 27 -28 -29 -30 -31
leaf_value=-0.019881104685125051 0.059037880904506894 0.028607514627682146 0.039152293980121614 -0.11240005191535718 -0.01264012450662752 -0.090716658477136433 0.10424553855893114 0.018184246713187826 0.098466659696013842 -0.076210756588261583 0.0011812197437186683 0.024731892161071301 0.012236679366065397 -0.067330034361429411 -0.016654868531690608 0.078489889966783258 0.019896965473890305 -0.098831177696033765 0.12376350121682181 -0.13058480148514112 0.11154666696825336 0.10510734163224698 -0.16482524691149592 0.03704612145906893 -0.015379431369629774 -0.00068940263847972079 0.085912153685672427 -0.14052910506725311 0.026500317369304274 -0.023933646699701314
leaf_weight=197 40 129 50 31 60 47 31 121 27 32 2674 80 54 134 43 73 32 27 34 24 31 20 20 58 22 43 45 24 46 327
leaf_count=197 40 129 50 31 60 47 31 121 27 32 2674 80 54 134 43 73 32 27 34 24 31 20 20 58 22 43 45 24 46 327
internal_value=0 -0.000520616 -0.00137324 -0.0348345 -0.019519 -0.0469354 0.000117799 0.0267856 0.0134453 -0.0015585 -0.00128612 0.00170693 -0.0238168 -0.0444758 0.0039563 0.0329758 0.0147202 -0.0344363 0.0382993 -0.0154549 0.00662708 -0.00836143 -0.0275976 -0.0218091 -0.0865441 0.00130017 0.00258353 -0.0507812 0.0678372 -0.0147471
internal_weight=0 4536 4407 188 157 107 4219 211 180 153 4008 3309 268 188 3041 255 182 59 123 699 248 217 451 427 42 2786 2719 67 80 385
internal_count=4576 4536 4407 188 157 107 4219 211 180 153 4008 3309 268 188 3041 255 182 59 123 699 248 217 451 427 42 2786 2719 67 80 385
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=4 22 15 22 5 1 19 19 10 26 22 19 4 25 17 10 21 4 7 4 19 19 19 27 10 17 17 21 26 22
split_gain=11.3925 9.78294 22.9566 20.3814 21.2418 19.5715 18.4512 29.3167 19.1872 55.5097 22.0354 20.8603 25.1787 17.9001 25.6621 22.0595 17.6559 20.8703 20.0828 17.4507 17.7253 16.5433 15.5284 15.1705 14.9934 12.9199 25.2717 12.8118 32.2283 13.5741
threshold=1526.7346025093802 -0.17286638422276931 1346.899999999998 -0.19306916502956126 305.35094614466232 246.44729441042514 0.85811732344775349 0.88817240014424959 131.61591739784572 7.5000000000000009 0.054848708727958627 0.79782083863024467 378.42456612492225 -0.045398015002551723 1.0533608557870731 317.36778970002774 1.0989896675069308 172.33964177590772 145.85317266875452 223.76723810811521 0.84034337592832686 0.44632913287086845 0.67146863403286627 9.5000000000000018 83.65242486613225 1.6621267986790222 1.4856327608387072 0.58418987276000733 1.5000000000000002 -0.14088817908724147
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 16 5 -5 8 -8 27 10 11 22 -13 14 -9 -16 17 21 23 -19 -21 -1 -10 24 -18 26 -15 28 -3 -29
right_child=-2 6 -4 4 -6 -7 7 13 9 -11 -12 12 -14 25 15 -17 18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.030783478241591229 0.05313409231137485 0.0042206860762506503 -0.10263401549999361 -0.020147765250433061 0.026178160912933804 -0.14690969885680183 0.056277141345736505 -0.040119503016273178 -0.053954840595168731 -0.16952322079189894 0.074179554104127673 -0.17258881015703084 -0.020666340459138156 0.00074540206765131721 0.030993974109420952 0.13130902986228465 0.074218378478989877 0.11694280424137385 -0.036439947031954904 -0.028369637903494713 0.055336965025506092 -0.089611937388777735 0.034856287948787215 -0.031256790689769241 -0.023037751747862156 0.076632895252921371 -0.081317370541785894 -0.06626861824400046 -0.12196734241242041 0.015845830228871309
leaf_weight=21 40 67 27 21 21 29 104 45 35 29 22 20 24 3014 178 25 51 26 183 39 72 25 45 42 23 22 38 22 29 237
leaf_count=21 40 67 27 21 21 29 104 45 35 29 22 20 24 3014 178 25 51 26 183 39 72 25 45 42 23 22 38 22 29 237
internal_value=0 -0.000468555 -0.0125972 -0.00820119 -0.0582217 -0.0936697 0.00130966 0.0039958 -0.0160539 -0.0431536 -0.0180528 -0.0344166 -0.089722 0.00235906 0.0282027 0.043348 -0.000833015 0.0236312 -0.0158061 0.0431997 0.0259265 -0.0346488 -0.00399858 0.0167456 0.0439901 0.000274075 -0.000276349 -0.00269497 -0.0338986 0.00887086
internal_weight=0 4536 580 553 71 50 3956 3426 530 175 146 124 44 3322 248 203 482 183 299 137 111 46 80 116 74 3074 3052 355 96 259
internal_count=4576 4536 580 553 71 50 3956 3426 530 175 146 124 44 3322 248 203 482 183 299 137 111 46 80 116 74 3074 3052 355 96 259
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=13 12 14 14 24 2 2 0 1 2 14 1 17 22 13 12 10 0 25 23 17 1 1 3 3 22 14 18 18 22
split_gain=10.6994 11.8007 27.0227 50.7666 47.4251 39.0024 27.2549 34.8135 32.4322 32.6823 32.2918 25.7809 24.051 41.0414 23.1148 33.9337 33.9191 30.8326 26.5081 34.854 29.4699 24.5948 22.4085 26.9931 27.1063 21.144 23.9861 23.3056 36.9454 35.3848
threshold=58.645378715572377 1921.1200083646193 0.1240016795833626 0.097434210447136141 0.045136818406993677 294.59333951570608 486.63840108304754 463.54697712418306 1089.6837930871327 578.0951332793469 0.035682002549883324 237.08459524044932 1.1946139488907497 0.11504830141882465 89.954980000017528 525.21998642445362 94.20106357454425 248.50280898876409 0.0083482608220471193 -0.0088529718957298716 1.679972828066995 834.7405665038491 640.55992830616526 728.77062583547308 1199.9994507019996 -0.1686668403685421 0.05596182569691513 1.2664218802808873 1.2453075636386239 0.26991912348253227
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 14 3 5 -5 -3 -7 8 9 10 -8 -4 22 -14 -2 16 -16 -18 19 -17 21 25 -9 -24 -25 -20 27 28 -27 -29
right_child=1 2 11 4 -6 6 7 12 -10 -11 -12 -13 13 -15 15 18 17 -19 20 -21 -22 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=-0.047466788837250251 -0.0030273659132278876 -0.14265458465723152 0.098763013631105429 -0.22406403842297468 -0.024571410939097406 0.037156847380575238 -0.035129806494749172 -0.082279929244204575 -0.16707747489213945 -0.011270065833525087 -0.17301072204678225 0.0054980747936707406 -0.047780758142471319 0.11687252025415258 0.012046082147999723 0.0055549164539829736 -0.19897704571485519 -0.025487768144479825 -0.083833110295236116 -0.11501691816029724 0.13265112323893444 0.062531000535314282 0.087769609682201863 -0.032855126368257485 0.012423809684877253 -0.00027208672033558632 0.052860124005812664 0.0019241962974774652 -0.13015057872290967 0.081435486141450797
leaf_weight=47 1595 22 31 22 26 118 41 38 20 173 29 675 24 41 51 214 20 21 20 27 27 150 31 243 290 116 166 192 27 79
leaf_count=47 1595 22 31 22 26 118 41 38 20 173 29 675 24 41 51 214 20 21 20 27 27 150 31 243 290 116 166 192 27 79
internal_value=0 0.00049259 -0.0057236 -0.015396 -0.116006 -0.0108826 -0.00811644 -0.0138608 -0.0446726 -0.0345982 -0.0922519 0.00959328 -0.0017116 0.0560775 0.00468421 0.0157653 -0.042396 -0.110117 0.0210215 -0.00795313 0.0300085 0.0263133 -0.00795128 -0.00294332 -0.00821931 0.0172589 0.0207448 0.00786768 -0.0247946 0.0251028
internal_weight=0 4529 1824 1118 48 1070 1048 930 263 243 70 706 667 65 2705 1110 92 41 1018 241 777 750 602 564 533 600 580 414 143 271
internal_count=4576 4529 1824 1118 48 1070 1048 930 263 243 70 706 667 65 2705 1110 92 41 1018 241 777 750 602 564 533 600 580 414 143 271
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=27 16 5 5 11 26 28 20 7 1 16 16 28 11 25 14 18 3 3 7 3 5 29 29 19 20 13 22 22 3
split_gain=9.93881 16.2804 28.6209 17.0907 37.7988 18.2686 30.8432 29.5314 44.0427 33.2131 24.5248 35.0118 22.5789 22.4497 22.0938 22.0058 21.5204 28.6747 26.2115 22.8172 20.4052 19.9719 19.3068 17.4421 22.8034 17.8839 16.5102 14.8217 15.8031 14.8075
threshold=6.5000000000000009 753.80000000000007 996.27690672791857 132.54865047686135 136.90618124629597 6.5000000000000009 9.5000000000000018 2.7559511038147666 1159.2102657334826 482.73629920821583 536.20000000000016 400.92500000000007 5.5000000000000009 165.27864286720785 0.0030393248165269302 0.18741679205865377 1.2053769015704747 1041.6713490959175 887.83499279538921 522.22716153922181 619.36370340959422 154.42645268400665 170.00000000000003 185.00000000000003 1.0746959178195035 2.098833405568989 65.948005338798083 -0.15963630689031075 -0.073338136139522461 728.77062583547308
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 3 -3 4 29 12 7 9 -9 -7 11 14 15 21 -8 23 17 18 19 -15 -11 -14 -22 25 -25 -5 -18 -17 -29 -1
right_child=-2 2 -4 5 -6 6 10 8 -10 20 -12 -13 13 16 -16 27 26 -19 -20 -21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.022653045762768567 0.0039234401364191193 -0.10632315687835217 0.03567949234592644 -0.025608366854827515 -0.12338562900614408 0.045957537272981575 -0.063401223676545285 -0.22391228329390289 -0.021007424933107005 -0.13836278496753604 -0.035800473265313583 0.10531701460639215 -0.020724963454099802 -0.10385710623868855 0.033025708763130213 -0.092278677355498079 -0.052970368225200508 0.0071645933767439628 -0.1754868066027051 0.0079682068174911878 -0.014816151890840571 0.066734053227531773 -0.10465922625735402 0.16890252919300744 0.022901764512062075 0.046008973904064901 0.0071126903244346784 0.069349186246593794 -0.037996583038329847 0.058379265522727597
leaf_weight=170 2678 40 22 44 36 51 35 20 23 21 77 47 39 37 74 20 51 71 21 36 118 79 30 23 20 168 443 24 32 26
leaf_count=170 2678 40 22 44 36 51 35 20 23 21 77 47 39 37 74 20 51 71 21 36 118 79 30 23 20 168 443 24 32 26
internal_value=0 -0.00553581 -0.0559351 -0.00383388 -0.0292028 -0.000164561 -0.0161152 -0.0395866 -0.115382 -0.0247721 0.0103782 0.0331715 0.00697582 -0.00234137 0.00206293 0.0288473 -0.00953408 -0.0408024 -0.0770328 -0.0487104 -0.0461166 0.0378281 -0.0330276 0.0429237 0.100995 0.031145 0.000909783 -0.0183827 0.00800875 -0.0119039
internal_weight=0 1898 62 1836 232 1604 496 263 43 220 233 156 1108 777 109 331 659 165 94 73 169 118 148 255 43 212 494 76 56 196
internal_count=4576 1898 62 1836 232 1604 496 263 43 220 233 156 1108 777 109 331 659 165 94 73 169 118 148 255 43 212 494 76 56 196
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=4 18 0 25 3 29 3 25 17 2 22 23 4 4 3 2 0 21 28 27 21 4 3 17 2 29 0 25 25 17
split_gain=9.80056 19.1702 14.018 17.392 13.9401 14.1025 15.7723 17.691 13.9832 21.4077 18.1721 26.0582 21.264 19.5952 23.7152 17.3438 20.6892 14.3863 14.1256 44.0498 17.0896 23.8102 17.0229 38.4896 34.2827 18.6021 16.1149 14.0448 13.9169 13.3281
threshold=75.379720347873345 1.0159702901986798 94.113073988664993 0.12948448306162438 161.68793877359823 200.00000000000003 136.19108265723222 -0.048295738575626239 1.5428690346560154 798.87590086136231 -0.17286638422276931 -0.19696537525946062 366.78752460680573 527.66729945401096 837.47165385038909 724.28579845319621 473.89661941102952 1.0379143193153835 8.5000000000000018 8.5000000000000018 0.95622249537898285 397.00624628197505 251.49802502581485 1.7925193523268239 602.99719725529678 105.00000000000001 241.10294117647061 -0.065185053647943456 -0.047259747360671671 1.1440592425883358
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 -2 5 -4 -7 -8 10 15 11 12 17 27 -15 16 18 -6 22 20 -20 -22 26 25 -25 -24 -10 -14 -11 -5
right_child=2 -3 4 29 8 6 7 -9 9 28 -12 -13 13 14 -16 -17 -18 -19 19 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0025625258980488236 0.078073772098686489 -0.09478318626061083 0.029609550830597683 0.026056918836953238 0.078920446865020255 -0.012610996246803553 -0.16511880062520504 -0.038936736539006235 0.11282416805624962 0.14280311144178823 0.00064014094450184347 -0.12939454770900988 -0.010089791598527329 0.011468317273815191 -0.094037456686298052 -0.076188441772352566 0.096352906775628702 -0.0049750317695240187 -0.050844874947021404 -0.13675932979583741 0.072865441124196406 -0.042147140218703832 0.11390851169824601 -0.16175172975794838 0.0064157586889686414 0.013963132673134544 0.023590482674539091 -0.10393721530070672 0.026246157586574555 -0.060441090620082363
leaf_weight=55 51 32 27 79 31 48 20 25 34 21 3438 22 23 101 27 22 29 60 33 25 54 27 25 22 27 73 50 52 20 23
leaf_count=55 51 32 27 79 31 48 20 25 34 21 3438 22 23 101 27 22 29 60 33 25 54 27 25 22 27 73 50 52 20 23
internal_value=0 -0.0332428 0.000644269 0.0303929 -0.000405441 -0.0340139 -0.0524852 -0.0950177 0.000551156 0.0169676 -0.00146919 -0.0244182 -0.0165629 -0.034569 -0.0107868 0.01025 0.015016 0.0236047 0.00864095 -0.0165475 0.00981474 0.0345279 0.0237976 0.00327693 -0.069088 0.0394594 0.0597089 -0.0751573 0.0859461 0.00655247
internal_weight=0 87 4489 153 4336 120 93 45 4216 462 3754 316 294 203 128 421 399 91 370 139 114 81 231 147 49 98 84 75 41 102
internal_count=4576 87 4489 153 4336 120 93 45 4216 462 3754 316 294 203 128 421 399 91 370 139 114 81 231 147 49 98 84 75 41 102
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=14 14 14 7 7 13 22 24 13 17 13 26 17 22 28 26 21 16 28 0 16 1 22 16 21 6 19 24 13 0
split_gain=8.59068 29.6326 28.0568 20.0201 26.4864 22.3648 27.5734 32.5061 42.6959 24.9907 24.8023 24.3916 39.082 42.4972 31.4165 30.9878 25.5938 24.9581 22.4592 58.6665 22.9567 20.6506 19.4628 21.3987 27.8942 19.7046 30.316 21.0532 37.0278 22.791
threshold=0.048590236473466969 0.097434210447136141 0.10331010108184828 1512.6910645093146 1442.1563115666875 197.99468085106386 0.084450663862589828 0.30212148440360104 117.07445007099463 1.5321720549641069 203.99797318366078 6.5000000000000009 1.0900420821713286 0.12665938003810689 2.5000000000000004 4.5000000000000009 0.54774405549363259 276.22500000000008 8.5000000000000018 428.47019635343628 128.12500000000003 594.74804391861119 0.12665938003810689 732.50000000000011 0.77739496358568771 651.61066852565739 1.1957797557475518 0.82068863672294279 64.79871382636658 812.16136363636372
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 -3 4 5 6 7 -1 -9 11 -7 15 17 -14 -15 18 -16 -13 -8 20 -20 -21 -5 24 25 26 -24 -28 -29 -30
right_child=1 2 -4 22 -6 10 9 8 -10 -11 -12 12 13 14 16 -17 -18 -19 19 21 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.01482262657567238 0.02789119722671142 -0.094130600907374185 0.00043217928769301935 0.066525091188959773 -0.065778930777491168 -0.14847148043865507 0.019349650297551715 -0.18055167129884164 -0.0072160657081339098 0.11247786601029693 -0.027151463458883682 -0.012657389351550273 -0.20304379209876064 -0.1472692756354809 -0.086117546865716585 0.057181110986019093 0.051527273974248347 0.11914840970188378 0.060472409145828958 -0.20391579227522016 -0.019382779514934455 -0.061933575464146476 0.032868354078090384 -0.047426317625714448 0.093041573299302002 -0.022430065610209122 0.012629768687859179 -0.14758862326852978 0.0044329466086558324 -0.085330116396976852
leaf_weight=252 437 32 1609 50 87 22 282 30 27 21 72 51 20 20 22 118 35 20 48 20 144 21 351 79 36 228 250 24 132 36
leaf_count=252 437 32 1609 50 87 22 282 30 27 21 72 51 20 20 22 118 35 20 48 20 144 21 351 79 36 228 250 24 132 36
internal_value=0 0.00475055 -0.00141182 -0.00395182 -0.0124634 -0.00867696 -0.0047816 -0.0302482 -0.0984453 0.00479159 -0.0555455 0.00196836 -0.0319045 -0.073169 -0.0394353 0.0109583 -0.0015988 0.024471 0.000367448 -0.0226067 0.000581018 -0.131193 0.00546407 0.00277653 0.00652868 0.00347827 0.0109273 -0.00649643 -0.0314003 -0.014802
internal_weight=0 2078 1641 2498 1312 1225 1131 309 57 822 94 801 168 97 77 633 57 71 515 233 192 41 1186 1136 1057 1021 793 442 192 168
internal_count=4576 2078 1641 2498 1312 1225 1131 309 57 822 94 801 168 97 77 633 57 71 515 233 192 41 1186 1136 1057 1021 793 442 192 168
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=8 14 15 10 28 10 8 14 24 8 18 15 9 14 11 25 17 10 14 15 18 18 9 18 24 22 13 3 9 22
split_gain=8.97692 26.8381 29.2966 26.932 20.7275 24.181 18.8071 29.9085 18.6508 17.3804 16.4094 14.651 14.5742 17.2342 13.7391 13.7262 13.1703 12.4342 12.0194 37.8408 19.4884 36.9998 30.0786 27.0388 20.4345 41.651 25.5367 24.925 23.3175 23.8721
threshold=2839.1616935483876 0.00071040386449743639 2023.0999999999997 471.98493528409603 12.500000000000002 133.80785658567223 2608.5685185185189 4.7475208353788495e-05 0.86585307465433692 1896.1039972899732 1.1445637741595545 2978.8999999999992 257.32315668202767 0.0037330720509500654 293.24922993879136 0.83769849171596855 1.0056927891920084 120.75718560662038 0.043413467707130456 1791.8 1.1467684789692469 1.1361161079855042 266.79580731328741 1.1279804455708657 0.10061050740140448 0.084450663862589828 83.999926864943944 596.40242936622496 172.9115536244808 0.29545251667484079
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 -3 5 -4 8 -8 11 -10 -9 15 -13 -14 16 18 -6 -12 20 -20 21 23 -23 -1 -22 26 -26 -28 29 -27
right_child=1 3 4 -5 14 -7 7 10 9 -11 17 12 13 -15 -16 -17 -18 -19 19 -21 24 22 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.027993038566973695 -0.12991308293960713 0.10612574056722224 -0.11089549148011775 -0.016287662652207584 -0.0056776010342450313 -0.012938185379145636 0.12137697178029246 0.077968239530243663 -0.0082513733301311735 -0.1195326622389257 -0.034252717950549287 0.1176745930314064 -0.028704710025340321 0.087882077019839064 -0.057242483690381055 0.068266112196805159 0.06973563671112061 0.026189226916365257 0.0025281287309588439 0.10593303924219476 0.030013514256787079 -0.18112407911282322 -0.04077446460723877 0.066288477856967898 -0.13630052381195129 0.012538483946584165 0.00066170836995605017 -0.09803885339293629 -0.0055657125353873946 0.10564775418484046
leaf_weight=171 27 32 42 41 55 63 31 33 32 25 61 20 32 21 25 29 40 77 2088 36 172 26 37 37 32 100 71 40 1042 38
leaf_count=171 27 32 42 41 55 63 31 33 32 25 61 20 32 21 25 29 40 77 2088 36 172 26 37 37 32 100 71 40 1042 38
internal_value=0 -0.0160186 -0.0314852 0.037373 -0.0196739 -0.0521211 0.00122466 0.0310039 -0.00026099 -0.057059 0.0146205 0.000550003 0.0449379 0.0174901 0.00871746 -0.000276819 0.0260753 -0.000527865 -0.000787807 0.00428075 -0.00688386 -0.0315573 -0.0986965 -0.0112218 -0.00241129 -0.00662676 -0.0575957 -0.0349061 -0.000450008 0.0381773
internal_weight=0 325 252 73 225 105 4251 202 4049 57 171 3992 73 53 120 3919 95 138 3890 2124 1766 271 63 208 1495 1323 143 111 1180 138
internal_count=4576 325 252 73 225 105 4251 202 4049 57 171 3992 73 53 120 3919 95 138 3890 2124 1766 271 63 208 1495 1323 143 111 1180 138
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=12 10 12 12 14 2 20 16 22 20 23 12 22 2 21 25 20 20 10 20 12 5 8 22 20 22 19 18 25 24
split_gain=8.60892 24.3972 11.529 25.6023 15.2855 28.0747 21.9474 33.7023 14.5783 31.3624 31.7561 21.6588 16.0297 18.3656 15.1928 20.8443 17.4251 27.3258 23.8451 22.8294 24.0986 18.5566 19.1869 30.7286 18.1252 18.0787 17.7174 20.1974 16.0917 14.8601
threshold=351.83194237853382 229.46031093494557 1525.5828821512364 1470.0350284032886 0.41109320299941315 847.45936485369634 1.5357995147550223 376.50000000000006 -0.11907250708543986 1.6093869932712066 -0.29936911919955606 2272.9406084801471 -0.18306191665428542 626.08609355764759 0.57103135921987924 -0.024667192018837516 2.5163498154289643 2.5713207419062649 743.57032906889242 2.3662152117022344 3519.9570830048274 115.86652378696886 1967.8793290043293 0.24693096320044017 2.8953501400155215 0.28951589418753493 1.2075166487266491 1.2271279389796035 0.47590357804252187 0.014553537248155743
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 -2 8 6 -6 -8 9 12 -11 29 13 -4 15 -10 18 -18 19 20 -17 -19 23 24 -23 -25 -24 -28 -26 -12
right_child=2 -3 4 -5 5 -7 7 -9 14 10 11 -13 -14 -15 -16 16 17 21 -20 -21 -22 22 26 25 28 -27 27 -29 -30 -31
leaf_value=-0.006248270716414003 0.0040373764280376935 -0.11107477997071469 0.043674159850235345 0.058622390133225261 -0.019850772099723569 0.11083236481865932 0.11624087143542344 0.0042929810269371326 -0.092597104818560191 -0.0020337015125946501 -0.081412135549592535 -0.14319224439561368 0.071680341902616865 -0.074078925183186164 0.0048801973342396925 -0.011282656944008823 -0.13418262390927835 -0.10058669149875642 -0.085668258821325644 0.065559887415879689 0.065926335922422571 -0.068644525650246396 0.049997454960248433 -0.13498366988064456 0.067050160064051553 -0.03767075085391601 -0.076253748278726233 0.039218144501293351 -0.019486194201321763 0.014841322973370553
leaf_weight=152 1899 26 27 90 142 29 38 92 32 81 53 40 37 26 990 289 22 26 28 62 47 29 72 35 42 42 33 28 44 23
leaf_count=152 1899 26 27 90 142 29 38 92 32 81 53 40 37 26 990 289 22 26 28 62 47 29 72 35 42 42 33 28 44 23
internal_value=0 -0.02156 0.000872597 0.00650729 -0.00377971 0.0173005 0.0073283 0.0370162 -0.00678973 -0.0277372 -0.0500808 -0.0836309 0.0211703 -0.0140915 -0.00348828 -0.0134579 -0.0102884 -0.0260705 0.00353017 0.00980543 -0.000482589 -0.0192942 -0.0127908 -0.0330134 -0.000278061 -0.0819039 0.0164026 -0.0232503 0.0227757 -0.0522828
internal_weight=0 178 4398 1989 2409 301 272 130 2108 287 197 116 90 53 1821 831 799 373 426 398 336 351 325 192 115 77 133 61 86 76
internal_count=4576 178 4398 1989 2409 301 272 130 2108 287 197 116 90 53 1821 831 799 373 426 398 336 351 325 192 115 77 133 61 86 76
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=10 25 10 12 14 17 20 5 18 24 8 19 8 29 14 20 10 22 22 14 0 20 13 10 10 13 18 12 29 10
split_gain=8.23406 27.4243 15.7208 42.7444 15.3834 37.5174 43.8217 19.6082 19.3887 30.3072 29.2012 12.3828 12.5768 27.4935 31.681 21.241 15.8625 12.2886 20.3233 12.1857 11.2251 10.3079 9.8794 34.6398 58.5282 17.7367 11.6108 34.464 21.9125 10.0686
threshold=299.20378811275953 0.69455553095226163 278.4724753569655 1066.0339138943252 0.0033151028032331327 0.99764289749287671 2.102968600487106 559.72820512820522 1.0824217298827867 0.074876600106469571 852.59683813696699 0.97502966255170376 716.74488484728681 200.00000000000003 0.041131257482124463 1.485187950452556 454.80457433377234 -0.043627449851016013 -0.0095337635494237277 0.18741679205865377 917.57655352103984 2.2578886972713006 197.99468085106386 224.55950753366696 249.673765585203 321.1093159448539 1.2032717164019877 3487.4447952268679 200.00000000000003 225.70534784255551
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 22 -4 5 21 -7 -8 9 10 -6 19 16 15 20 -14 -13 -16 -19 -10 -15 -2 29 25 -25 26 28 -28 -24 -1
right_child=1 -3 3 -5 8 6 7 -9 11 -11 -12 12 13 14 17 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0011594737130421248 -0.018310218603528484 0.10395559529806007 -0.16032267054137977 -0.008842665608021983 -0.017566344678401947 0.0073478786961028459 -0.067623932994902144 -0.20301016808851907 0.097157243036458063 0.077653461955487724 -0.15175812306503456 0.00071293931420243111 -0.075758151864183373 -0.064809822388924659 0.15871975250218229 0.01336951150284651 -0.092375807633454154 -0.0094100746512413031 0.11457668596353286 0.0073143262926560759 0.041138861242216079 0.054961316112894565 0.044654146525753689 -0.21580505445599557 0.010005736661454042 0.076054866807535301 0.013319196678431972 -0.10494757281214169 -0.031342152023357876 0.017577040102916733
leaf_weight=2842 32 29 23 98 50 38 20 23 36 20 24 109 29 20 23 343 22 20 39 26 20 48 73 22 24 25 56 44 79 319
leaf_count=2842 32 29 23 98 50 38 20 23 36 20 24 109 29 20 23 343 22 20 39 26 20 48 73 22 24 25 56 44 79 319
internal_value=0 0.00817348 -0.00220151 -0.0376364 0.00522477 -0.022921 -0.070895 -0.14004 0.0110269 -0.0315685 -0.061088 0.0168551 0.0126266 0.0199315 0.0611264 0.00642139 -0.0149203 0.0967176 0.0725473 0.0594812 -0.0118355 0.0256527 -0.000970851 -0.0176294 -0.0979907 -0.0042842 -0.0122543 -0.0387182 0.00515607 0.000731367
internal_weight=0 971 3605 121 942 161 81 43 781 94 74 687 625 494 122 372 131 82 59 62 40 80 3484 323 46 277 252 100 152 3161
internal_count=4576 971 3605 121 942 161 81 43 781 94 74 687 625 494 122 372 131 82 59 62 40 80 3484 323 46 277 252 100 152 3161
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=13 29 12 16 13 6 13 12 25 6 6 21 17 25 16 16 0 10 15 9 15 20 12 17 23 6 13 9 16 15
split_gain=7.98905 16.1154 7.76882 17.2489 57.9956 30.4071 16.73 25.4368 30.0391 28.8815 41.528 21.1964 21.1971 20.8136 23.3943 20.2131 19.7213 30.6279 19.1901 22.0392 18.7559 17.6367 26.2037 25.5426 19.5755 17.4612 26.505 21.5442 30.0693 21.2249
threshold=58.645378715572377 105.00000000000001 1921.1200083646193 156.50000000000003 93.000542299349249 197.92826185473572 105.19340504118038 1111.7961438800783 -0.016904562237586827 172.80963734810567 124.65529520421428 0.49730626389733262 2.0125826997191938 0.52406673886944266 478.35000000000008 325.10000000000008 562.63931897389023 118.59544378753579 1312.5499999999995 750.80397926602734 2023.0999999999997 2.3399967423817492 1579.086632057106 1.4590757491736199 0.053885930345292418 404.59236897796592 71.926511870015446 232.04071562180835 85.15000000000002 1639.0000000000002
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 6 4 -4 -6 11 9 -9 10 -8 25 16 14 15 -11 -13 -18 -19 20 -20 23 24 -10 -23 26 27 28 -2 -29
right_child=2 -3 3 -5 5 -7 7 8 21 13 -12 12 -14 -15 -16 -17 17 18 19 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.10905224055051804 -0.086400959007442005 0.0093806369437111764 0.0881259132500576 -0.0024416849396749689 -0.030208444708224497 -0.16813228788875767 -0.0065180903514740112 -0.012072690835883235 0.054122940456551132 0.018195557183935309 -0.13422433691060481 -0.0042434980275837721 0.071996611217036849 0.086416436938775917 0.061856316030025484 -0.063310983532975471 0.080157456972769325 -0.11197803527922244 -0.11702304464454452 0.063348363313291758 -0.030054364590482281 -0.044554000929929317 -0.033808937282473958 0.17050730030645023 0.061772104221316737 -0.023582387099042534 0.049771801778571864 -0.082048007832718609 0.04511131387960194 0.0024557901823538402
leaf_weight=20 20 27 23 1737 33 31 87 123 132 64 36 1025 32 36 48 58 21 37 30 21 143 20 54 22 129 100 204 46 133 84
leaf_count=20 20 27 23 1737 33 31 87 123 132 64 36 1025 32 36 48 58 21 37 30 21 143 20 54 22 129 100 204 46 133 84
internal_value=0 -0.0410163 0.00042565 -0.00461803 -0.0480699 -0.0970153 0.00382664 0.0158661 0.0305464 -0.0055519 -0.0438955 -0.00131047 -0.00839093 0.0173426 0.00271519 -0.0205535 -0.0104053 -0.0354684 -0.0459798 -0.0333925 -0.0451356 0.0452303 0.0258711 0.0707493 0.0475001 0.0144788 0.0222943 0.00248715 0.0279202 -0.0274456
internal_weight=0 47 4529 1824 87 64 2705 809 480 329 123 1896 1309 206 170 122 1277 252 231 194 173 357 203 154 149 587 487 283 153 130
internal_count=4576 47 4529 1824 87 64 2705 809 480 329 123 1896 1309 206 170 122 1277 252 231 194 173 357 203 154 149 587 487 283 153 130
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=15 15 17 9 19 0 25 2 25 14 13 17 8 25 18 2 17 13 14 7 28 22 18 13 13 22 9 9 9 14
split_gain=6.99307 24.9959 26.2992 24.1817 16.334 11.517 13.2766 15.7758 12.1277 18.6734 11.4242 9.21 11.7016 15.532 11.703 12.321 11.2081 12.4605 8.54477 30.2514 27.5224 22.0082 23.1035 40.3325 21.8906 18.4843 23.4726 16.7051 18.107 18.0752
threshold=433.50000000000006 489.50000000000006 1.2568724268745763 197.81067671582829 0.81390182336816419 383.45267489711938 0.14327565296441433 347.82855368729122 0.24613699477884329 0.27565459262806941 59.997651750877019 1.5574351035697462 581.97923777019344 0.0083482608220471193 1.065688927355495 291.60266444231632 2.067517255881739 142.1962359230715 0.048590236473466969 307.86415914614713 1.5000000000000002 -0.01385095997199459 1.0824217298827867 137.48752387654574 254.10837440658423 -0.057210433833653575 286.45765427703139 157.57306339999556 161.75517162794202 0.03826272361946776
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 -4 6 7 10 9 -8 -1 12 13 -12 -15 -16 17 -13 19 20 -3 -20 23 -23 -24 26 -21 -27 -29 -30
right_child=1 18 4 -5 -6 -7 8 -9 -10 -11 11 16 -14 14 15 -17 -18 -19 21 25 -22 22 24 -25 -26 27 -28 28 29 -31
leaf_value=0.075646008162394821 -0.085122599816796457 -0.16243031220067117 0.036452961785178033 0.064899915572078457 0.13681801651768827 -0.061400418364930723 -0.14708953662997201 -0.064833599930121152 0.0024122406998949666 -0.015256293625994163 0.046122035997437444 -0.087209655158221724 -0.058223420381546022 0.052182815050972366 -0.077955412071558747 0.014444980094278302 0.015261072185304432 0.0097172060626603309 -0.0025203308242277259 -0.14579877570271491 -0.029123383286898421 -0.1180271268139283 0.036205977784856312 0.039984786531754905 -0.060087912984192374 0.031707191511400439 -0.0017008754353110608 -0.085541474761871197 -0.0031385370218117437 0.05299564613566056
leaf_weight=23 22 21 31 21 34 42 21 33 31 22 112 36 20 21 31 27 45 21 1039 20 59 30 424 35 25 152 26 26 2067 59
leaf_count=23 22 21 31 21 34 42 21 33 31 22 112 36 20 21 31 27 45 21 1039 20 59 30 424 35 25 152 26 26 2067 59
internal_value=0 0.00134601 0.0488153 -0.0118558 0.0889516 -0.0113536 -0.00660879 0.00114376 -0.0452667 -0.07964 0.00762368 0.00262523 0.0145518 0.0221723 -0.0117818 -0.0349414 -0.0220465 -0.0514998 5.88637e-05 -0.00364391 -0.0641165 0.00585265 0.0227778 -0.0329438 0.0308444 -0.00158528 -0.0643521 -0.000332117 -0.00259512 -0.00158072
internal_weight=0 4091 108 43 65 485 443 369 74 43 336 313 211 191 79 58 102 57 3983 2430 80 1553 514 65 449 2350 46 2304 2152 2126
internal_count=4576 4091 108 43 65 485 443 369 74 43 336 313 211 191 79 58 102 57 3983 2430 80 1553 514 65 449 2350 46 2304 2152 2126
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=27 8 18 12 2 0 0 18 6 29 12 14 14 0 15 12 25 12 27 25 18 19 7 16 19 8 19 12 26 25
split_gain=8.48062 24.67 16.5704 13.9873 14.1948 11.8269 17.1454 43.8675 14.8569 13.4221 13.3559 11.326 13.7201 10.7632 10.5276 9.81947 11.2784 9.73336 7.03624 28.5366 49.6511 19.7457 16.6553 26.3902 19.5672 16.7754 14.1667 11.9758 16.9772 29.6638
threshold=11.500000000000002 1608.7357859531776 1.5986048634723116 351.83194237853382 605.00519008581477 94.113073988664993 125.72423328305682 1.3760042279506448 134.77110769092141 200.00000000000003 394.55342469836404 0.14489553252930187 0.37931268100075161 167.43103834940572 551.50000000000011 647.30097623307859 0.13437527738692392 416.20059794900402 9.5000000000000018 0.76657354328119942 1.1623355273073857 1.3567909781216627 248.71383281320556 305.30000000000007 1.114757361654364 2082.7214285714294 1.7080094643197319 682.68414232904752 2.5000000000000004 0.64528444528245332
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 11 15 7 -7 -9 -10 -8 13 -13 -1 -4 -5 -17 -12 26 20 -20 -21 23 -22 -24 -26 27 28 -19 -30
right_child=1 -3 14 5 -6 6 10 8 9 -11 17 12 -14 -15 -16 16 -18 18 19 21 22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.031705351064995155 0.062214174427624259 0.1197025752261929 0.017697261548822837 0.0023794643408977072 -0.10734783733884495 -0.15303407529225718 0.058738845653640917 -0.049119272589301453 0.093452695349142675 -0.017123968267570372 -0.062265988171100621 -0.1134985176338391 -0.010240493504510772 0.047293846399656364 -0.077498214398152562 0.099748425254074402 0.017033894228584628 0.007010382106883606 -0.1650639659104248 -0.002487741088176646 -0.0024414142110833416 0.10327420304980009 0.089032216653937402 -0.15191009722295262 -0.0010855012337631751 -0.089023238182067879 -0.04465036396510326 0.00097582820533203467 0.11166136868945931 -0.034217149242758753
leaf_weight=34 28 23 21 65 21 26 39 39 21 23 25 22 31 35 26 32 34 157 24 41 27 31 21 21 164 25 65 3389 46 20
leaf_count=34 28 23 21 65 21 26 39 39 21 23 25 22 31 35 26 32 34 157 24 41 27 31 21 21 164 25 65 3389 46 20
internal_value=0 0.0291005 0.00131581 -0.000636857 -0.0314086 0.000378219 -0.000543813 -0.039687 -0.00418068 0.0356513 0.000498094 -0.018337 -0.0531023 0.00836671 -0.0349641 0.0299677 0.0571379 -6.19134e-05 0.000323872 -0.0131412 -0.0274876 0.0430487 -0.0146898 -0.067834 -0.00254251 -0.0127175 0.00162021 0.00245288 0.0249 0.0674558
internal_weight=0 98 75 4478 143 4335 4204 109 83 44 4095 122 53 69 47 131 66 4056 4031 354 282 72 258 48 210 189 3677 3612 223 66
internal_count=4576 98 75 4478 143 4335 4204 109 83 44 4095 122 53 69 47 131 66 4056 4031 354 282 72 258 48 210 189 3677 3612 223 66
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=4 11 10 2 10 28 24 9 2 17 22 22 23 3 8 10 28 24 23 22 17 14 10 19 11 24 5 12 14 2
split_gain=8.16718 13.4514 8.71633 14.027 13.5173 23.1677 20.9342 18.8235 14.2728 19.9679 14.1333 10.7477 30.7462 18.2441 17.6099 18.018 15.9338 14.8465 14.0859 18.9674 26.1219 15.3948 18.5861 17.1768 14.3488 13.8095 13.1451 12.4923 12.4045 12.503
threshold=60.794923352302625 28.195289855072467 46.934238974981433 333.5353983810781 58.756385945343006 4.5000000000000009 0.1959208713451758 79.632124143629227 324.43435222680631 1.4403160747171289 -0.20209974776099696 -0.18306191665428542 -0.17904505301528703 837.47165385038909 293.7701505770396 271.82878953107968 2.5000000000000004 -0.050765655188603577 -0.13620350423193125 -0.11907250708543986 1.3516919644640997 0.26053170748947724 96.719014228796212 0.83104840291424709 350.73044402835643 -0.061857186854114982 598.12796913510806 1486.6413108479849 0.40457611635449592 438.99123191076933
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 -2 5 6 -4 10 -7 -10 -6 12 13 14 16 27 -9 -18 21 20 -20 22 23 -13 25 -23 -26 -16 29 -19
right_child=2 -3 4 -5 7 8 -8 11 9 -11 -12 18 -14 -15 15 -17 17 28 19 -21 -22 24 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0001891036236355471 0.0097514316177284219 -0.09092525744971891 0.058573587910671326 0.10278460017095011 0.11318484405055643 -0.020026730254969816 -0.061841870006173853 0.042861811060345534 -0.17519166675396264 -0.044366025505587464 0.0013701499067246914 0.017951414752751589 -0.11299606565386058 -0.086391443272845619 0.11791532529518008 -0.043508478812873369 -0.076628446867162331 -0.079139550006197351 0.011951261535286903 0.00041261138545273848 -0.14967154733836652 -0.073882487702084138 0.021431580267143341 0.1375924377391736 0.085394474539545281 -0.0016853491791213552 -0.006696163214022114 0.029770110320390727 0.057082470710433666 0.0013887489456500786
leaf_weight=43 71 26 42 21 26 44 22 33 20 28 20 20 30 27 20 28 53 31 20 3335 20 34 196 30 31 120 31 82 21 51
leaf_count=43 71 26 42 21 26 44 22 33 20 28 20 20 30 27 20 28 53 31 20 3335 20 34 196 30 31 120 31 82 21 51
internal_value=0 -0.0341438 0.000522726 0.0309873 -0.000112096 -0.0290236 0.0171808 0.000946886 -0.0611658 -0.0988767 0.0645698 0.000252214 -0.0158826 -0.00746239 -0.000781874 0.0275478 -0.0202679 -0.0336223 0.00183332 -0.000408399 -0.0688601 0.0182095 0.0353146 0.089736 -0.00127129 -0.017625 0.0393492 0.0470535 -0.0114929 -0.0290549
internal_weight=0 69 4507 92 4415 156 64 4259 92 48 46 4213 376 346 319 130 189 156 3837 3375 40 462 246 50 216 154 62 102 103 82
internal_count=4576 69 4507 92 4415 156 64 4259 92 48 46 4213 376 346 319 130 189 156 3837 3375 40 462 246 50 216 154 62 102 103 82
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=27 8 28 19 12 10 21 24 14 26 21 21 20 21 19 21 28 16 24 8 12 16 10 20 26 12 10 12 10 10
split_gain=6.81298 20.0152 12.9481 13.6383 11.0896 27.7169 9.77604 9.4382 7.6553 20.0142 16.053 16.6011 15.8846 14.5226 14.008 13.0418 12.8624 22.846 15.5064 15.0669 10.8389 21.5957 29.164 23.7113 23.2729 20.1143 14.884 26.2351 18.2438 41.202
threshold=11.500000000000002 1608.7357859531776 6.5000000000000009 1.998927509810329 351.83194237853382 221.81233890064757 0.61644400286194956 0.75255130177598395 0.41109320299941315 1.0000000180025095e-35 0.96426797033706391 0.82336051332188709 1.4942552758620788 0.76602993682088394 0.86649412850473706 0.84385730511782986 20.500000000000004 533.42500000000007 -0.066027383274138554 164.29126671127179 1921.1200083646193 212.55000000000004 127.6771699039265 3.2656575345453933 6.5000000000000009 1970.5734322659816 80.852748163761021 2166.8727440914131 129.84504592732679 133.80785658567223
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 -4 5 6 7 -1 20 14 11 13 -12 -11 15 -10 17 19 -19 -14 -6 22 -22 25 -25 -23 27 -27 -28 -30
right_child=1 -3 3 -5 8 -7 -8 -9 9 10 12 -13 16 -15 -16 -17 -18 18 -20 -21 21 23 -24 24 -26 26 28 -29 29 -31
leaf_value=-0.012034549321314056 -0.044570924889515431 0.107691054240517 0.095178623426528219 -0.020205860445275906 0.0033016354533363791 -0.13714997693896294 -0.048671376111722273 0.062918623831744 -0.010539729175620157 0.084629653607095998 -0.057434116345113861 0.12031531338713 0.057526905997656287 -0.034436689522117377 -0.073158893710182568 0.07582675896584988 -0.027811408675078194 0.15327872779065121 0.037048993014137853 -0.035604177876130537 -0.003194442920085758 -0.084099947585491469 -0.083566050767808805 0.11795658747996055 -0.020404757410287858 0.13318686548620462 -0.025818662543581446 0.0092519030762979616 0.11591979362070562 -0.0034878323518185068
leaf_weight=56 34 23 21 20 2304 20 43 24 139 21 26 35 32 20 31 20 33 24 22 38 99 32 83 31 20 20 372 117 30 786
leaf_count=56 34 23 21 20 2304 20 43 24 139 21 26 35 32 20 31 20 33 24 22 38 99 32 83 31 20 20 372 117 30 786
internal_value=0 0.0260828 0.0010563 0.0388935 -0.000570817 -0.0279703 -0.0102175 0.0104514 0.00033302 0.0128202 0.0313551 0.0697306 0.0146892 0.0265485 -0.0116653 0.00032398 0.0272745 0.0429454 0.0976906 0.00697003 -0.00108117 -0.0074321 -0.0398474 -0.00324206 0.0636972 -0.00575783 -0.00386579 0.0273446 -0.00746497 0.000902154
internal_weight=0 98 75 41 4478 143 123 80 4335 441 251 76 175 41 190 159 149 116 46 70 3894 1590 182 1408 51 1357 1325 137 1188 816
internal_count=4576 98 75 41 4478 143 123 80 4335 441 251 76 175 41 190 159 149 116 46 70 3894 1590 182 1408 51 1357 1325 137 1188 816
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=13 29 15 7 21 12 9 10 17 15 6 13 16 22 29 15 7 21 25 8 24 13 3 8 25 9 24 8 25 22
split_gain=7.23769 12.8858 6.12346 26.418 28.9541 16.9707 10.4285 20.0222 22.2342 19.0039 20.6862 18.0713 16.5315 17.7028 12.538 10.4159 11.7981 15.0437 13.1063 47.2911 21.4628 15.3342 22.3302 13.6667 23.1407 27.3663 19.7253 19.4733 12.9429 12.3149
threshold=58.645378715572377 105.00000000000001 2636.6499999999996 2327.8472985347994 0.50135446385178895 2419.1772444714557 244.80466528499969 101.49183006535949 0.9335343200215811 3165.2500000000023 675.42297792781471 83.999926864943944 478.35000000000008 0.21544807086524995 85.000000000000014 2542.5000000000005 1592.2555884564636 0.71600002346055758 0.75394231447167759 1501.1944444444446 0.77854857672038869 66.002212574100369 573.63224557629326 1583.0125786163524 0.15077705966654961 168.71801056724306 0.72530971471653227 1620.0662251655633 0.78063128196603482 0.081927615288730757
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 15 5 -5 7 -4 -9 10 -8 -11 -10 -14 -13 16 18 -18 23 -20 -21 22 28 26 -25 -26 29 -27 -22 -2
right_child=2 -3 6 4 -6 -7 9 8 12 11 -12 14 13 -15 -16 -17 17 -19 19 20 21 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.099877676442265514 -0.0027005579028133776 0.0060250252761222707 0.064588971983528504 0.055876935743119409 -0.12426329316060421 -0.070075079724192621 0.06728186521016187 0.0600773788456406 0.005348719932349786 -0.077081854939460764 -0.0036871530640397287 -0.02797548827426187 -0.024112281283702366 -0.11866806692172152 0.065013135308078659 -0.040705948919973901 0.0090639015228298064 0.063945601501576937 -0.14912576876856662 -0.078045279725783456 0.081615575746848038 0.068961248711189804 -0.069542301759908082 0.065876376587483618 0.071544778496836839 -0.12619118505716326 0.072923880060895896 -0.032098589555736981 -0.0085779309965579257 0.01182425448859438
leaf_weight=20 2103 27 33 23 36 20 118 28 53 30 63 29 44 36 29 61 462 56 27 34 26 34 38 27 23 25 39 183 41 808
leaf_count=20 2103 27 33 23 36 20 118 28 53 30 63 29 44 36 29 61 462 56 27 34 26 34 38 27 23 25 39 183 41 808
internal_value=0 -0.03904 0.00040514 -0.000835667 -0.0580989 -0.0027054 0.0113017 -0.00637065 -0.0209152 0.0240469 0.0425799 -0.0140723 -0.0379662 -0.0666624 0.0185188 0.000298969 0.00093608 0.0149971 -0.00120112 -0.0260378 -0.00682748 0.0105927 -0.0083076 0.000347296 -0.0217234 -0.0319623 0.00227754 -0.0434078 0.0264225 0.00133106
internal_weight=0 47 4529 4066 79 43 463 194 161 269 181 88 133 80 58 3987 3926 518 3408 200 173 139 105 3208 258 231 2950 208 67 2911
internal_count=4576 47 4529 4066 79 43 463 194 161 269 181 88 133 80 58 3987 3926 518 3408 200 173 139 105 3208 258 231 2950 208 67 2911
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=4 23 22 26 16 10 26 17 8 22 23 25 23 22 23 25 17 4 24 10 22 21 21 13 25 22 8 25 17 0
split_gain=6.65435 6.17375 16.2645 31.3069 31.0153 21.3995 12.4265 13.9448 10.3935 9.17932 7.91552 12.8206 24.4783 15.3254 20.043 13.576 19.6246 18.9807 18.3048 16.5817 13.6214 12.6253 12.4516 10.1879 9.69995 18.2015 12.6757 10.6265 9.09878 8.99594
threshold=1526.7346025093802 -0.37201424530984006 -0.28829856398214276 1.0000000180025095e-35 442.50000000000006 89.129671987638588 1.0000000180025095e-35 1.5235385555228829 152.04998615620835 -0.40809371142548767 -0.25599442811167405 -0.064530729725098143 -0.046453132356426639 -0.050645804101657754 -0.13142271555316115 -0.045398015002551723 1.0533608557870731 690.92629120864058 -0.020877673216999643 171.17375621890551 -0.23852822389207579 1.1203529582924758 0.84685407763482301 156.00176056338032 -0.078909001395457826 -0.089779422470825557 367.31362474234982 -0.088562103370972908 1.7162922708762982 249.63500253764172
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 3 -3 5 -5 -1 9 -9 -8 22 12 13 21 -15 16 -13 23 19 -17 -20 24 -4 28 25 27 -26 -12 -18 -22
right_child=-2 2 10 4 -6 -7 7 8 -10 -11 11 15 -14 14 -16 18 17 -19 20 -21 29 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.037114375899545853 0.040608427791157739 0.048008834539101493 -0.058482063487172137 -0.074133495440085725 -0.1782866583764553 0.050185354426503181 -0.041366455883815378 0.12202447060156951 0.036451798025518657 0.032526125628501178 0.0069578446447849281 -0.063769171657887369 -0.11088892272340932 -0.012667428336239288 0.11090777998878842 0.018042611705494069 0.058530624846859683 0.12564137042278337 -0.082411326393485085 -0.090787830014596699 -0.0094549400573748221 -0.08319417209477252 0.023780834099237362 -0.010361865867267957 -0.077548960046842697 -0.056966661489926851 0.008440280258655548 0.10036316684314184 -0.01147483220944802 0.0030060542031009269
leaf_weight=32 40 31 20 45 20 20 29 22 40 40 29 22 28 35 21 21 82 21 20 42 736 32 230 55 40 26 30 21 24 2722
leaf_count=32 40 31 20 45 20 20 29 22 40 40 29 22 28 35 21 21 82 21 20 42 736 32 230 55 40 26 30 21 24 2722
internal_value=0 -0.000358099 -0.00107036 -0.0380152 -0.0693886 -0.0358815 0.0187507 0.0323972 0.0668163 0.00146982 -6.36471e-05 -0.00114073 -0.0225263 -0.0119529 0.0336733 0.000355403 0.02544 0.0362235 -0.00108974 -0.054511 -0.000122077 -0.0263073 0.0171998 0.0245603 -0.0138389 0.0108983 -0.0406964 0.0461881 0.0426803 0.000353859
internal_weight=0 4536 4373 116 85 65 163 131 62 69 4257 4007 262 234 56 3745 204 182 3541 63 3478 178 250 161 146 76 70 50 106 3458
internal_count=4576 4536 4373 116 85 65 163 131 62 69 4257 4007 262 234 56 3745 204 182 3541 63 3478 178 250 161 146 76 70 50 106 3458
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=28 29 10 20 11 19 10 20 20 19 19 13 27 22 20 28 22 13 13 20 20 3 6 19 24 22 3 21 3 25
split_gain=6.72154 14.8421 32.077 28.8798 19.5667 17.5694 49.2183 28.5254 19.2608 18.6743 16.6372 15.8963 15.4879 15.6863 14.7904 13.8762 12.597 14.9132 20.9447 19.5059 29.0938 18.7835 18.5192 17.126 13.4975 14.2096 11.9738 37.4813 17.8804 20.8828
threshold=1.5000000000000002 35.000000000000007 334.98333333333341 3.907599281725584 353.61063164925343 0.86156132535649821 125.02894487730286 1.7219881226533775 1.9469997459474764 1.0416940542949658 1.3181444817672534 100.2398675786378 8.5000000000000018 0.29936997515219205 2.4402527856034761 4.5000000000000009 -0.40809371142548767 84.002331002331019 64.907398504273516 3.0064556991569167 2.8447424505835168 165.66634951302217 142.10206358405739 1.2053861937335155 -0.066027383274138554 -0.1686668403685421 310.20423623631387 0.87102282451474278 426.71208084547112 0.79924040295917576
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 4 5 6 8 -7 -3 -9 -5 -4 13 -11 -6 16 -2 18 -18 20 21 -19 -23 -21 -24 -26 -20 28 -28 -30
right_child=15 2 11 10 14 7 -8 9 -10 12 -12 -13 -14 -15 -16 -17 17 19 26 23 -22 22 24 -25 25 -27 27 -29 29 -31
leaf_value=0.020727526564012045 -0.058344318866729743 0.025378580752294513 -0.15379824423464017 -0.14103102965847306 0.085078231863338849 -0.071164348932768171 -0.15248969240949073 0.08644373685725637 -0.087048843540251261 -0.043237982232655799 -0.026246671598138555 -0.049433874028424425 0.045351752570337238 0.038754191462482726 -0.016924371144601279 -0.0019085399547039035 0.054268278208645909 -0.057494832112871368 0.018166694405038705 0.09794157022705019 -0.088027751134135412 0.11959732249379158 0.083715940779075029 0.015509923108303073 -0.053832301773406845 0.021259164958194431 -0.096114929641286539 -0.13121554975494229 0.02906587505624408 -0.043759681012422322
leaf_weight=134 25 64 20 23 44 39 29 37 20 70 28 54 68 35 21 2888 55 29 89 59 26 20 32 44 27 378 21 29 105 63
leaf_count=134 25 64 20 23 44 39 29 37 20 70 28 54 68 35 21 2888 55 29 89 59 26 20 32 44 27 378 21 29 105 63
internal_value=0 -0.0091265 -0.0163737 -0.00688886 0.00160597 -0.00746487 -0.0401677 0.00737617 -0.00138985 0.0219623 -0.0780122 -0.0776405 0.00817143 -0.0159073 0.0521235 0.00160945 0.0117491 0.0135427 -0.00256082 0.0230216 0.0150337 0.0205473 0.0254997 0.0627281 0.0211931 0.0162531 -0.0127419 -0.0253606 -0.00911829 0.00175629
internal_weight=0 686 552 478 427 362 113 249 84 210 51 74 173 105 65 3890 1002 977 362 615 512 486 457 103 437 405 307 218 189 168
internal_count=4576 686 552 478 427 362 113 249 84 210 51 74 173 105 65 3890 1002 977 362 615 512 486 457 103 437 405 307 218 189 168
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=13 29 11 7 18 9 10 11 11 18 16 19 1 16 24 1 14 2 22 18 17 18 7 12 13 18 29 24 14 18
split_gain=6.01572 10.808 5.47521 23.7176 19.1763 21.5807 22.029 20.8315 18.7195 18.1867 25.9582 21.5568 21.2479 21.1519 21.5088 18.1326 43.7718 18.1101 16.923 18.5782 15.7267 15.4962 15.4889 15.3812 22.9212 31.17 20.3913 23.7785 25.8969 16.5643
threshold=58.645378715572377 105.00000000000001 172.97408026755855 188.80446019100822 1.3557185546292791 331.46934649258088 195.67217955551251 130.08384928296377 118.02039693926353 1.5686021306738567 495.50000000000006 1.1399352335110322 237.08459524044932 151.37500000000003 0.32541362734561358 319.80882701190228 0.014148709448259533 364.41082747169418 -0.31737383096110622 1.3557185546292791 1.0002615640556864 1.2381894249847889 114.98438857870151 1217.8421623724323 73.643279876990036 1.4840340541781207 105.00000000000001 -0.023771249748717509 0.039155494855142879 1.5277281170728605
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 -4 5 6 8 -7 -2 10 15 12 -11 17 -15 22 -17 -13 -5 -20 -10 -9 -6 26 25 -25 -21 -28 -29 -30
right_child=2 -3 3 18 9 7 -8 21 20 11 -12 13 -14 14 -16 16 -18 -19 19 23 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.091309483572840688 9.8898612588189201e-05 0.0056801106090898874 -0.097060183321054164 -0.06837831744672479 -0.085952512381066173 0.02545361339513745 0.1030582022012001 -0.12610410065562636 0.0077812443656677562 0.13290406034017604 0.070538378999723747 0.0021397259493824094 0.016392028747229941 -0.01319779207965789 -0.11488747390416952 -0.0086149775866596473 -0.1588837531912658 0.097483042448207186 -0.0054076095365807398 0.011209029706678707 0.049331834554120706 -0.011568025339926992 -0.0036672968953847885 -0.098073842376470571 0.0087761013084081269 0.043509762701780905 -0.023535389281236208 0.029745401309596173 0.18950124738308102 0.072999249463495994
leaf_weight=20 344 27 26 37 28 35 31 27 154 24 24 76 45 104 26 42 36 27 2158 258 223 21 125 48 467 23 26 45 26 23
leaf_count=20 344 27 26 37 28 35 31 27 154 24 24 76 45 104 26 42 36 27 2158 258 223 21 125 48 467 23 26 45 26 23
internal_value=0 -0.0355921 0.000369359 -0.00194676 0.00558895 0.0151752 0.0205161 -0.0332152 0.0169672 -0.00878178 -0.0284463 0.00782237 0.056918 -0.00671667 -0.0335357 -0.0387304 -0.0779698 0.0271326 -0.00115186 -0.000342692 0.0323589 -0.0759946 -0.018726 0.0115897 0.000727917 -0.0522087 0.0270491 0.0611053 0.0845166 0.134817
internal_weight=0 47 4529 3137 1392 835 752 83 721 557 255 302 69 233 130 231 78 103 3111 3074 377 48 153 916 538 71 378 120 94 49
internal_count=4576 47 4529 3137 1392 835 752 83 721 557 255 302 69 233 130 231 78 103 3111 3074 377 48 153 916 538 71 378 120 94 49
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=14 26 21 19 0 0 0 20 18 8 9 18 7 9 17 20 17 17 12 12 13 19 8 7 8 14 8 10 19 7
split_gain=5.75168 20.2454 14.6872 14.7281 14.1723 18.396 14.0515 12.3667 11.5684 17.0144 11.4475 11.2352 10.7792 10.3663 37.7612 11.9055 29.4609 26.415 22.6148 22.247 32.7567 20.7005 15.4345 15.2983 29.9262 16.4149 26.5426 42.3403 20.8286 18.162
threshold=0.41109320299941315 1.0000000180025095e-35 0.96426797033706391 1.0233764144351565 352.86766060928466 274.63602373887244 427.21253501400571 1.4942552758620788 1.0085732215403618 606.29801239514222 187.92348440511336 1.02456134643401 153.05374594323439 71.808624871481015 1.3417222806335454 1.7494544222999704 1.4403160747171289 1.3974018096449365 2807.235370964449 2313.6782796761104 123.98001524583917 0.79782083863024467 481.90312473820899 114.98438857870151 282.22624373750085 0.057089363938411103 545.53165298395572 258.20289179104481 0.83104840291424709 493.83286536278189
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=8 4 3 6 5 -2 -3 -4 9 -1 12 -10 -6 14 -13 16 17 18 19 -15 -21 22 -18 24 -17 28 27 29 -25 -27
right_child=1 2 7 -5 10 -7 -8 -9 11 -11 -12 13 -14 15 -16 23 21 -19 -20 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.10420913642644883 -0.015520297891575181 0.087970084785907121 -0.050216194643424111 0.11763884056272218 -0.03109777555283573 0.071035317371825918 -0.021609196543693546 0.024380775509414331 -0.058184449800423213 -0.019536440055817367 -0.001582721807062626 -0.037371905185282231 -0.11657240281999111 -0.019565675463137068 0.108498445732726 -0.08626293118531797 0.015148194110624388 -0.12052561442057293 0.01583324476428654 -0.0092939774430281421 -0.1376333556462859 0.064744627667249935 -0.0824409208349174 -0.076873340598634779 0.055576511304492926 0.0035134748673165401 0.039441145295976587 -0.11447189674712717 -0.0012474020530678521 0.092784600891172894
leaf_weight=25 73 22 26 32 36 37 25 153 35 20 50 35 25 334 36 51 71 27 138 37 43 71 21 37 21 452 273 30 2316 24
leaf_count=25 73 22 26 32 36 37 25 153 35 20 50 35 25 334 36 51 71 27 138 37 43 71 21 37 21 452 273 30 2316 24
internal_value=0 0.0103686 0.0293961 0.0653108 -0.0118445 0.0135939 0.0296832 0.0135455 -0.00121224 0.0492111 -0.0370537 -0.00177222 -0.0661284 -0.00128071 0.0365905 -0.00196212 -0.0133762 -0.0239486 -0.0192247 -0.0309107 -0.0782764 0.0241787 -0.00712758 0.00068121 -0.0448931 0.0017289 0.0143109 0.000752498 -0.00243659 0.00801454
internal_weight=0 479 258 79 221 110 47 179 4097 45 111 4052 61 4017 71 3946 742 579 552 414 80 163 92 3204 72 3132 779 506 2353 476
internal_count=4576 479 258 79 221 110 47 179 4097 45 111 4052 61 4017 71 3946 742 579 552 414 80 163 92 3204 72 3132 779 506 2353 476
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=23 26 14 22 26 14 14 15 18 19 24 27 1 21 27 21 23 22 11 9 18 26 9 29 14 13 7 11 21 21
split_gain=5.21762 13.516 11.6165 11.2745 24.757 30.6928 10.4734 9.54526 8.67756 8.2406 16.4997 5.58698 14.5353 6.79096 6.34535 21.0561 17.181 16.7023 15.9506 23.3182 26.0361 23.2352 20.2344 20.5299 27.0255 20.1218 16.963 17.4028 14.9634 26.1385
threshold=-0.36238139068024594 1.0000000180025095e-35 0.4238187432604647 -0.28829856398214276 1.0000000180025095e-35 0.29885782272456879 0.4375330916980355 734.00000000000011 1.5043577228212295 1.3449474497105822 -0.076340797846879693 11.500000000000002 203.98833721070875 0.70604383709461704 8.5000000000000018 0.17043917694773017 -0.26731554228174759 -0.18306191665428542 228.02017874775302 331.46934649258088 1.5219557466024094 12.500000000000002 271.95897284533652 85.000000000000014 0.015156431389083014 89.954980000017528 344.48667571699411 261.22719521243738 0.61875162364534508 0.75245991292082393
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 -2 8 7 9 -6 10 -3 14 13 -13 -5 -16 -17 -18 21 20 22 28 23 24 -20 -21 -25 -28 -19 -30
right_child=3 6 -4 11 5 -7 -8 -9 -10 -11 -12 12 -14 -15 15 16 17 18 19 25 -22 -23 -24 26 -26 -27 27 -29 29 -31
leaf_value=0.019223698675632478 0.045991672366702312 -0.009303230860016564 -0.088556269928812992 0.0015828051430934827 -0.076608149737119685 0.0061708633836946997 0.096344013583092469 -0.026000983189001226 -0.16498124845325948 -0.006361840254273908 0.10062013721714419 -0.055724058449268345 0.069985005222260963 0.017322196806115766 -0.096656508342577871 0.051565499087795619 -0.094789573143829006 0.0154721327566419 -0.050777598269856894 -0.056701583415269853 0.030506246128096815 0.10398942995006624 -0.14537139450726302 -0.14285385850816965 0.085896706062814465 0.040369061599083156 -0.12483655271076022 -0.016357953786849979 -0.089063187934119603 0.0020158503959710537
leaf_weight=20 30 22 20 3320 25 38 21 33 20 29 36 20 40 35 26 50 22 258 39 29 41 23 23 26 23 81 21 50 44 111
leaf_count=20 30 22 20 3320 25 38 21 33 20 29 36 20 40 35 26 50 22 258 39 29 41 23 23 26 23 81 21 50 44 111
internal_value=0 0.0166392 -0.0346663 -0.000685256 -0.0318636 -0.060004 0.031194 0.0197927 -0.115885 0.0371628 0.0589251 0.000137526 0.0241179 -0.00924008 -0.000406571 -0.00802448 -0.00528437 -0.00887791 -0.0064201 -0.0228997 -0.041485 0.00616639 -0.0577028 -0.0450212 -7.58402e-05 0.0147777 -0.0737491 -0.0484432 0.000718618 -0.0238388
internal_weight=0 181 40 4395 113 83 141 120 45 87 58 4282 95 55 4187 867 841 791 769 333 223 436 182 159 62 110 97 71 413 155
internal_count=4576 181 40 4395 113 83 141 120 45 87 58 4282 95 55 4187 867 841 791 769 333 223 436 182 159 62 110 97 71 413 155
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=4 25 25 12 18 16 16 13 0 13 16 18 6 6 0 6 3 11 6 29 10 18 25 27 29 16 23 3 27 12
split_gain=5.51143 5.3105 11.4017 9.3146 10.9457 8.96068 7.28231 26.0876 21.6985 13.0032 17.3917 12.5661 9.95642 11.0958 10.795 8.25971 39.7665 20.3314 19.8964 46.6565 28.6532 19.5798 22.3459 17.2188 19.2964 30.4151 27.0004 19.3788 15.9627 24.8735
threshold=1526.7346025093802 0.85680715678828168 0.8401370824379305 1053.9358268318249 1.2135666423830413 691.80000000000007 721.87500000000011 139.62927118798976 601.4901960784315 145.96546234439424 813.25000000000011 1.3064691814742473 1090.9580716978464 1131.4591194968555 1215.822477650064 148.48968687872767 559.04713512843409 172.97408026755855 218.02836603846904 170.00000000000003 175.56002900115732 1.3206990476701168 0.76018383800713474 4.5000000000000009 105.00000000000001 334.27500000000003 0.29926864601718811 506.89430678953187 6.5000000000000009 2884.8415364021289
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 6 -4 -5 -3 12 8 -8 -9 11 -11 14 -14 15 16 -1 21 19 -19 -21 22 -17 24 -20 -26 27 -27 29 -25
right_child=-2 5 3 4 -6 -7 7 9 -10 10 -12 -13 13 -15 -16 17 -18 18 23 20 -22 -23 -24 28 25 26 -28 -29 -30 -31
leaf_value=-0.0042532783993282659 0.036956926258280877 0.0061131633642385261 -0.08704799350637657 -0.047225379272315071 0.042734072605768843 0.070899484761887122 -0.11602582793889776 0.084593490537498969 -0.020489649602345061 -0.014392513961627565 -0.078439134955849685 0.0845856690293421 -0.08960235401367149 -0.011847593563680467 0.058453311037385103 0.059631556872310199 -0.12879703990011304 0.00011579701652326598 0.0078739445539101512 -0.12763483424550942 0.0086905273653212056 -0.00052703139047290007 0.010482781669662263 -0.018534488860231357 0.15373900255474907 0.00042458528822118591 -0.070959092602133761 0.13035924552629394 0.0050458904904520131 0.041645960713197532
leaf_weight=508 40 102 26 38 21 27 36 23 70 29 21 23 24 78 33 176 27 189 228 58 21 301 195 713 26 22 20 24 1401 76
leaf_count=508 40 102 26 38 21 27 36 23 70 29 21 23 24 78 33 176 27 189 228 58 21 301 195 713 26 22 20 24 1401 76
internal_value=0 -0.000325899 -0.000911301 -0.0371811 -0.0152059 0.0196731 -0.000197989 -0.0187361 -0.0529359 0.0190262 -0.00163198 0.0293863 0.000710918 -0.0301428 0.00149416 0.00102248 -0.0105387 0.0028153 -0.000960362 -0.0268598 -0.0913964 0.0184236 0.0337986 0.001805 0.0234727 0.0621304 0.0260421 0.0682166 -0.00136105 -0.0127376
internal_weight=0 4536 4407 85 59 129 4322 202 106 96 73 52 4120 102 4018 3985 535 3450 2778 268 79 672 371 2510 320 92 66 46 2190 789
internal_count=4576 4536 4407 85 59 129 4322 202 106 96 73 52 4120 102 4018 3985 535 3450 2778 268 79 672 371 2510 320 92 66 46 2190 789
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=8 17 21 21 20 20 18 8 10 1 21 19 13 23 28 18 12 2 23 11 10 2 10 28 10 12 1 10 19 13
split_gain=5.43442 18.5147 17.3273 15.3057 17.2294 12.7036 22.4012 12.277 13.1819 16.5377 10.5458 9.61137 7.81573 7.5293 7.21747 6.97698 9.16124 5.79158 19.1891 13.6301 9.96721 7.35399 8.3315 24.1547 15.0606 38.4951 10.935 13.0619 13.1223 15.7331
threshold=2839.1616935483876 1.0036949892784801 0.55241419212789811 0.41314270374686407 2.4585768487154147 2.1713130373111817 1.0906143835562079 2608.5685185185189 120.75718560662038 1116.7252026367657 0.31978832937400298 1.2185420332085817 111.95010117776515 0.61717393527556985 15.500000000000002 1.2032717164019877 1854.4364651830358 1313.862267573418 0.80497056603439432 218.97602250776856 936.8065361615005 1275.1234906027491 299.20378811275953 17.500000000000004 278.4724753569655 1137.9706916615614 1007.9143659106692 679.89570225710008 1.1438484462155298 137.48752387654574
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 15 4 -3 6 -5 17 9 11 -10 -9 -8 -12 -7 16 -2 20 19 -19 21 22 24 26 -1 -26 27 -24 29 -29
right_child=1 3 -4 5 -6 14 12 8 10 -11 13 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0011560477807292975 0.041910096215239417 0.09236552396582233 -0.11711732786893846 0.020101831112294757 -0.018436202277307925 -0.0062704966217279438 -0.12019818588794971 -0.0039175489403564358 -0.011343134536097449 0.061232094401898599 0.025114797358401122 -0.092749438488057681 -0.042770679271779959 0.080763054801331419 0.0786851941049099 -0.071042640652012781 -0.032782357974121205 0.11150374838284083 -0.061404545734757968 0.020981605677225165 -0.061468557158002146 -0.058153199252079839 0.0042492721174722135 0.050731856278064903 -0.14787529104948044 -0.0070819930813071892 0.070977778258648788 -0.12314107664502585 0.024635201994152298 -0.0095994363660397743
leaf_weight=2979 24 36 25 47 23 20 22 29 27 23 40 21 32 62 20 24 52 21 23 80 27 22 575 118 25 87 22 26 21 23
leaf_count=2979 24 36 25 47 23 20 22 29 27 23 40 21 32 62 20 24 52 21 23 80 27 22 575 118 25 87 22 26 21 23
internal_value=0 -0.0124634 -0.0426544 0.00640592 0.0491716 -0.0114889 -0.0303786 0.000952861 0.025013 -0.00894533 0.0442297 -0.0412269 -0.0743152 0.0589402 0.0362073 -0.0240386 -0.00919527 -0.000247472 0.0210307 0.039803 -0.000919699 -0.000500299 -0.000173064 0.00902686 -0.00250951 -0.0385091 0.00164877 -0.000715945 -0.0415017 -0.069846
internal_weight=0 325 125 200 59 141 101 4251 202 73 129 50 54 102 40 100 76 4049 124 101 3925 3898 3876 785 3091 112 667 645 70 49
internal_count=4576 325 125 200 59 141 101 4251 202 73 129 50 54 102 40 100 76 4049 124 101 3925 3898 3876 785 3091 112 667 645 70 49
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=28 18 27 22 11 26 25 22 25 12 18 26 28 15 9 27 1 21 6 28 16 12 22 21 16 1 12 19 12 10
split_gain=5.03392 12.6538 18.7361 23.7143 21.3646 19.3788 15.4353 33.2667 15.099 12.5324 11.9659 11.6118 10.484 11.2076 21.1498 11.4588 13.5796 15.7806 14.3177 10.9919 14.6951 17.3 15.8791 18.9977 16.2673 15.0142 12.6475 12.0887 15.6295 23.3487
threshold=1.5000000000000002 1.2053769015704747 8.5000000000000018 0.27280705836178981 261.22719521243738 11.500000000000002 0.02869046250637575 -0.067442347014451912 0.0069797431489254181 2822.612925247734 1.1004076161170748 11.500000000000002 5.5000000000000009 387.50000000000006 87.680535804252386 10.500000000000002 338.83129565687608 1.205719606444688 139.2369773084059 7.5000000000000009 154.05000000000004 735.21017610438355 -0.15441786219502443 1.0556013984363395 596.92500000000007 195.51893297941493 1348.9563688878518 2.2243398023378238 525.21998642445362 229.46031093494557
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 10 9 8 -8 11 -6 -1 -3 13 -2 -15 16 18 -18 -16 20 25 -22 -23 24 26 -14 -24 28 29 -21
right_child=12 6 -4 -5 5 -7 7 -9 -10 -11 -12 -13 19 14 15 -17 17 -19 -20 27 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012333963749810092 -0.019333156562967566 0.00043117108649199775 -0.094904815800049724 -0.079502712719970281 -0.028029515136033297 -0.088510198961012074 -0.10869752072518873 0.00078546056447041071 0.10769813594718775 0.052113067521713678 0.10638593817129732 0.078118697088211786 -0.015592987157404424 0.084951588091177824 -0.028413066868152884 -0.042552755242213608 0.0095435273415086421 -0.062134431430604313 0.051213442633076971 -0.010244983599588111 0.042968053280168943 -0.086743593926346577 -0.050039584836138053 0.052366594826021511 -0.093900250494480142 0.099103428281488881 -0.0028242863717841339 0.067271342368244572 0.0026812764302372441 -0.095549236409939259
leaf_weight=31 122 97 34 45 50 32 31 265 21 32 24 24 25 39 27 40 765 32 138 181 36 43 92 31 35 21 148 27 2049 39
leaf_count=31 122 97 34 45 50 32 31 265 21 32 24 24 25 39 27 40 765 32 138 181 36 43 92 31 35 21 148 27 2049 39
internal_value=0 -0.0078981 -0.0259474 -0.0149915 0.00218598 -0.0225104 0.00232159 -0.0106807 0.0294249 0.00324564 0.0533748 0.0158403 0.00139283 0.00934235 0.012703 0.00989091 0.0120715 0.00666562 0.0381837 -0.00199745 -0.0166509 -0.0230335 -0.0298417 -0.0218457 -0.0302114 0.0367684 -0.0209235 0.000753266 -3.82666e-05 -0.0253671
internal_weight=0 686 248 214 169 114 438 296 142 82 55 121 3890 1163 1041 1002 962 797 165 2727 431 385 349 306 275 46 240 2296 2269 220
internal_count=4576 686 248 214 169 114 438 296 142 82 55 121 3890 1163 1041 1002 962 797 165 2727 431 385 349 306 275 46 240 2296 2269 220
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=27 1 11 16 27 9 19 5 27 22 10 19 22 9 5 19 9 10 29 9 20 8 10 17 2 1 18 18 9 9
split_gain=4.84192 17.9693 13.3313 9.41536 7.91897 12.3515 31.7592 24.5307 55.9016 22.619 17.5287 15.3766 14.3 11.7408 12.7236 12.9059 10.8878 12.6838 10.8893 11.5461 10.8491 10.3918 13.3382 10.14 9.98026 9.27934 16.0852 12.8159 12.0314 17.4774
threshold=2.5000000000000004 543.48026017451627 203.94771700171421 149.15000000000003 6.5000000000000009 197.26436805984741 0.85385214680687904 156.63071725571729 4.5000000000000009 0.33323408590854059 134.22855504587159 1.1606500440143481 0.22747214198594359 171.57249917059406 175.14366701379851 1.0924081344173169 158.58824455991592 104.44794133101485 125.00000000000001 126.75568547405091 1.5954728640705504 426.81235055430767 278.4724753569655 1.2407611188382799 1114.3515778728849 308.7983120357033 1.4483059810454189 1.3982937072945285 317.44756877109825 283.60751429631574
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 9 -7 8 -8 13 12 -10 24 16 -15 -16 17 18 20 -20 -2 22 23 -12 -9 -23 27 28 29 -27
right_child=4 -3 -4 -5 -6 6 7 10 11 -11 21 -13 -14 14 15 -17 -18 -19 19 -21 -22 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.025738598610489417 -0.014653836563229562 0.10195401871488208 0.042495676446571089 -0.025402175057997817 0.002553883743399649 -0.13030419093980031 -0.20307276646296182 0.035349533706903462 -0.069526224955916413 0.11260514151304962 0.041187982649906828 0.049196981328229111 -0.09744892583435609 0.099120500954714696 -0.056518951319158073 0.034864029853933436 -0.046045953279425358 0.055196866804831907 -0.0074973251640966 -0.080476693905614044 0.089505065456032762 -0.054160689814016227 -0.09909882449234525 -0.043814294557604529 -0.057897023313368358 0.0055816546517429011 0.059364696956695398 -0.04883359723479281 -0.0055431802977784347 0.066090979746409831
leaf_weight=52 20 21 69 117 2678 22 21 22 20 20 23 24 36 22 20 68 58 38 110 27 20 30 24 36 24 197 47 52 595 63
leaf_count=52 20 21 69 117 2678 22 21 22 20 20 23 24 36 22 20 68 58 38 110 27 20 30 24 36 24 197 47 52 595 63
internal_value=0 0.0132803 0.00545611 -0.00966655 -0.000796754 -0.00627144 -0.0112284 -0.0090705 -0.0688358 0.0089315 -0.00568953 -0.00476811 -0.0502439 0.00351773 0.0311002 0.0140952 -0.0075961 0.00277641 -0.00847769 -0.0218801 0.0374256 -0.00226548 -0.0362453 -0.0106778 -0.0133008 0.00060071 0.00232277 -0.0006331 0.00229839 0.0202435
internal_weight=0 259 238 169 4317 1639 1236 1214 65 403 1149 44 82 383 110 88 273 215 177 137 40 1067 83 59 46 984 954 907 855 260
internal_count=4576 259 238 169 4317 1639 1236 1214 65 403 1149 44 82 383 110 88 273 215 177 137 40 1067 83 59 46 984 954 907 855 260
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=4 18 16 12 20 20 16 8 8 20 20 20 2 3 3 4 17 17 20 13 12 13 16 19 18 8 16 4 15 19
split_gain=5.2227 12.0931 6.50501 27.5588 20.6535 17.7425 15.4021 15.0846 11.9221 11.8991 19.9893 17.737 15.8892 12.6466 11.2269 9.0877 8.71803 8.51927 8.26816 8.24317 15.7073 21.2122 24.6388 19.4192 32.81 22.7386 15.7465 14.8909 19.6931 14.1746
threshold=60.794923352302625 1.0159702901986798 149.15000000000003 2123.0407430298042 3.0741414842754451 3.1317964465602697 152.50000000000003 282.22624373750085 1620.0662251655633 3.8510033458874617 4.0284018105817863 3.5184603900426459 472.79544209841254 421.346110637712 908.09965320932213 312.43737783889611 1.1375379573121345 0.81787886975277824 0.82460898405911409 103.98626142277622 1834.2260047013997 197.99468085106386 389.77500000000009 1.07709938757902 1.1881061049687844 248.58433905603721 194.12500000000003 666.44835842888074 1204.95 1.3670807943867918
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 4 7 -6 16 -2 -5 11 -11 12 -7 -13 15 -9 -4 -12 -8 -20 21 23 -23 27 -25 -26 -22 28 -21 -27
right_child=2 -3 6 8 5 9 18 14 -10 10 17 13 -14 -15 -16 -17 -18 -19 19 20 26 22 -24 24 25 29 -28 -29 -30 -31
leaf_value=0.0013383454920605142 -1.0147462335397613e-05 -0.088493955586190262 -0.10946576036512852 -0.022230852522740239 -0.081732523392723966 0.046562411407789883 -0.064540395555086436 0.095725138044278874 -0.11761646054685115 -0.078296682671193163 -0.03536957983548443 0.026207449393612997 -0.061816844747712221 0.13147307839989661 0.0033160739848390221 0.028185775903639972 -0.016095391213893889 0.018731629283712737 -0.0045694958446158172 0.055090741155727298 -0.071881996936375092 -0.10186469982067743 0.018021152806468307 0.12286638939597955 -0.096511048899794172 -0.0098041877699044586 0.00025747209305497764 0.12424909590433042 -0.038185184317882419 0.036163128536652059
leaf_weight=47 53 22 20 38 23 31 20 76 20 31 36 21 24 25 25 27 20 152 1986 140 31 30 40 24 22 163 1264 24 27 114
leaf_count=47 53 22 20 38 23 31 20 76 20 31 36 21 24 25 25 27 20 152 1986 140 31 30 40 24 22 163 1264 24 27 114
internal_value=0 -0.0273038 0.000418009 0.010284 0.0175236 0.00310167 -0.00104492 0.0448535 -0.0551224 0.00919912 -0.00389632 0.0375942 -0.000730355 0.083417 0.0634299 0.0780206 -0.0627806 0.00837182 -0.000409285 -7.74293e-05 0.00467044 0.0182854 -0.0333585 0.0253186 0.0103717 0.00134204 -0.00146942 0.0505952 0.0400102 0.00911377
internal_weight=0 69 4507 582 524 343 3925 181 58 320 219 101 55 46 128 103 40 188 3885 3865 1879 584 70 514 323 299 1295 191 167 277
internal_count=4576 69 4507 582 524 343 3925 181 58 320 219 101 55 46 128 103 40 188 3885 3865 1879 584 70 514 323 299 1295 191 167 277
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=0 12 0 2 0 16 9 14 5 28 9 12 2 26 2 21 5 21 15 6 6 20 2 3 27 20 20 15 20 7
split_gain=5.1027 12.4538 10.844 32.8708 23.8996 21.9738 19.8865 21.9556 17.6959 16.4053 18.6615 13.9081 15.1438 43.8853 23.5007 18.9252 17.9972 14.2538 17.2344 16.2798 12.9693 12.7455 11.3309 19.6217 12.4662 12.0923 16.0881 11.1421 15.4712 12.4515
threshold=94.113073988664993 647.30097623307859 249.63500253764172 688.47628142641008 280.91290457230929 265.37500000000006 188.75333551340748 0.064275231102686958 177.33236434108531 8.5000000000000018 187.92348440511336 1441.560827778628 472.79544209841254 1.5000000000000002 443.7618138035233 0.75677836166721579 314.9013829923212 1.0870964866316168 562.35000000000002 197.92826185473572 72.700960828218157 3.4316044350029746 467.92745291510766 398.85371159336972 8.5000000000000018 4.3328193936407482 3.9478848867716692 433.50000000000006 1.5078020438521755 437.37113537269539
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 11 5 9 7 -7 -5 -4 -11 12 14 15 16 21 -2 18 19 -13 -6 -14 23 24 27 26 -24 28 -22 -29
right_child=2 -3 4 8 20 6 -8 -9 -10 10 -12 17 13 -15 -16 -17 -18 -19 -20 -21 22 -23 25 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0053590598024847828 -0.017003893306931465 0.047996893379132488 0.094234318586427779 -0.16291830629110338 0.056112776177469639 -0.11944735475948878 0.056567914320810424 0.0043834710493683817 -0.040648131612046015 0.089342634807913934 -0.020030635026976086 0.00028491788652054099 -0.10905388920080095 -0.18181702930480242 0.072411328256130211 0.058133021951653069 0.080048014000058176 0.07012714502833238 0.036128744373276629 -0.10713146559539295 -0.01355212104972452 -0.0051797072351392782 0.0011657075997360418 -0.10862093120813371 -0.064395815144525845 0.065271450296558189 -0.070136702829040595 0.015333582787524636 -0.10813497010441053 -0.062262181370802555
leaf_weight=107 428 74 67 20 40 21 37 45 29 26 39 43 21 20 35 24 20 41 73 21 98 27 2848 22 40 29 32 205 21 23
leaf_count=107 428 74 67 20 40 21 37 45 29 26 39 43 21 20 35 24 20 41 73 21 98 27 2848 22 40 29 32 205 21 23
internal_value=0 0.016455 -0.000677668 -0.0111914 0.00166912 0.0324991 -0.00211772 -0.0350172 -0.0905543 0.0595107 0.0237187 -0.00602701 -0.0135886 -0.0507732 -0.00650582 -0.0143721 -0.0126712 0.0183994 0.0029189 -0.0349611 -0.000488427 -0.0506247 -0.00117078 -0.0167557 -0.0115334 0.00102043 0.000373459 -0.00543973 -0.0302432 0.00750594
internal_weight=0 181 4395 802 3593 235 103 66 49 132 65 753 575 92 483 72 448 178 137 64 3358 48 3318 409 387 2909 2880 347 119 228
internal_count=4576 181 4395 802 3593 235 103 66 49 132 65 753 575 92 483 72 448 178 137 64 3358 48 3318 409 387 2909 2880 347 119 228
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=4 18 0 12 2 8 8 8 10 2 2 24 10 18 8 23 21 22 8 1 4 7 26 26 0 4 2 0 7 18
split_gain=4.46599 10.1948 7.80343 10.1157 6.90664 13.8944 10.5932 12.6552 10.3304 9.44374 12.8732 12.3983 12.3408 19.1938 17.2741 10.278 13.1781 10.7255 16.757 18.3403 16.6527 13.8411 13.488 12.2116 10.3033 10.2939 10.1709 10.0148 9.66477 25.3963
threshold=60.794923352302625 1.0159702901986798 94.113073988664993 647.30097623307859 251.10039237060417 553.06914757209358 408.43337021096028 222.58840679128795 43.771996913186562 299.6476013626181 307.90837911063602 0.14031751853969981 58.756385945343006 1.475231150735554 290.55202194675888 -0.39886012544136906 1.3372138683903632 -0.23852822389207579 345.76209891505084 306.63120525134269 318.22950819672138 205.51312279457485 3.5000000000000004 1.5000000000000002 125.72423328305682 517.31830179195424 333.5353983810781 280.91290457230929 244.90174078183847 1.4925725348655436
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 -2 5 6 7 -4 -6 11 -11 -10 13 14 -12 16 -14 18 19 -17 -21 22 27 -20 -23 -22 -26 -19 29 -28
right_child=2 -3 4 -5 8 -7 -8 -9 9 10 12 -13 15 -15 -16 17 -18 21 23 20 25 24 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.0010497920373652844 0.00038798988796770575 -0.081431092643602335 0.0022748546801846137 0.051708375625034324 0.063302019682641208 -0.082599478600354034 0.053861550427973276 -0.061203001878912679 0.0017241528868908063 -0.06969568551759478 -0.11065654341836234 0.059378337270778715 0.081912143453955658 0.038055801019072535 -0.0030538582503795626 -0.085403118768463959 -0.0011711718647607736 0.056734378933906565 -0.021384045456282117 0.095206860303878788 -0.038733766651289032 -0.054076402080910552 0.088590317474944252 -0.1235376535654068 0.039638960120769645 0.035807353537529708 -0.0067094244303579414 -0.040021247076599493 0.00066978531224307037 -0.13141570862382651
leaf_weight=47 90 22 99 67 26 29 24 46 96 27 37 61 35 24 25 23 42 20 22 20 44 35 35 25 65 32 89 23 3326 20
leaf_count=47 90 22 99 67 26 29 24 46 96 27 37 61 35 24 25 23 42 20 22 20 44 35 35 25 65 32 89 23 3326 20
internal_value=0 -0.0252485 0.000386542 0.022289 -0.000403962 -0.0186507 -0.00767722 -0.0178629 0.000466185 7.02245e-05 -0.000881293 0.0241248 -0.000409961 -0.0378756 -0.0672684 0.000425631 0.036594 -0.000311327 -0.0251655 -0.00519819 0.0140176 0.000830604 0.0424982 -0.0757211 -8.87945e-05 -0.00734803 0.000451082 0.00498137 -0.000290465 -0.0295913
internal_weight=0 69 4507 157 4350 198 169 145 4152 4126 3969 157 3942 86 62 3856 77 3779 166 119 96 3613 78 47 3535 76 3500 43 3435 109
internal_count=4576 69 4507 157 4350 198 169 145 4152 4126 3969 157 3942 86 62 3856 77 3779 166 119 96 3613 78 47 3535 76 3500 43 3435 109
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=28 21 19 25 25 12 28 28 20 25 25 16 1 4 2 19 19 2 16 28 2 25 22 10 19 16 4 23 19 28
split_gain=4.9576 13.8623 7.69825 6.41408 11.0435 6.33529 12.9738 15.8362 24.3205 20.9691 38.8259 26.6181 22.5187 17.4871 16.9369 16.5995 16.4352 14.4835 21.1568 14.5471 26.871 26.444 18.9276 21.8741 16.1876 15.1607 15.9579 14.8585 14.2166 16.1783
threshold=28.500000000000004 0.47610210439793199 1.2326536733118123 0.85680715678828168 0.8401370824379305 1921.1200083646193 5.5000000000000009 1.5000000000000002 2.9365834705023217 0.026734085252521932 0.081661543259486255 238.25000000000003 822.78025636407313 207.02791262135926 1335.488143187815 0.87830520096828668 0.83104840291424709 499.78217766191659 189.12500000000003 9.5000000000000018 671.70883966677809 -0.065185053647943456 0.19480015394388425 158.92949830102933 1.0009437222013899 358.50000000000006 819.39371934138842 -0.25599442811167405 1.029993631176507 20.500000000000004
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=3 -2 -3 4 5 -1 7 9 13 -7 -11 -12 -13 -9 -14 16 -15 -8 -19 21 27 -20 25 -24 -22 -23 -27 -21 -26 -30
right_child=1 2 -4 -5 -6 6 17 8 -10 10 11 12 14 15 -16 -17 -18 18 19 20 24 22 23 -25 28 26 -28 -29 29 -31
leaf_value=0.0027098620719223517 -0.039866008451924874 0.071922300760309366 0.0037937967313660518 0.021760855445874826 -0.038660203234909422 0.014748166293947627 0.0099318429601152197 -0.064482111676085391 0.081545784490183001 -0.17167502432130277 -0.11542955581908641 0.06588247368215687 -0.089200302918574642 0.018303297860349746 0.029602445023400443 0.0035755849894709315 0.11304099356445174 -0.098661316369543783 -0.12802459991403989 0.033367638923227791 0.048327552696069087 -0.06996225559193156 -0.012721025163219088 -0.11894833736069915 -0.068840700214107833 0.05683326971932099 -0.029084006455299016 -0.060334291419183665 0.022461129884634699 -0.026344351422645757
leaf_weight=2555 26 43 27 126 77 118 222 31 50 20 23 36 28 47 21 325 30 32 28 20 75 23 42 36 30 52 37 110 175 111
leaf_count=2555 26 43 27 126 77 118 222 31 50 20 23 36 28 47 21 325 30 32 28 20 75 23 42 36 30 52 37 110 175 111
internal_value=0 0.0224852 0.0456442 -0.000481825 -0.0011255 -0.000449756 -0.00513781 0.0049926 0.0155112 -0.0156597 -0.0436919 -0.0199914 0.00583308 0.00788592 -0.0382848 0.0134665 0.0552141 -0.0125749 -0.0190555 -0.0156084 -0.00653282 -0.0372983 -0.0239281 -0.061749 0.0065622 0.00241152 0.0211149 -0.0459186 -0.00335046 0.00351914
internal_weight=0 96 70 4480 4354 4277 1722 729 483 246 128 108 85 433 49 402 77 993 771 739 521 218 190 78 391 112 89 130 316 286
internal_count=4576 96 70 4480 4354 4277 1722 729 483 246 128 108 85 433 49 402 77 993 771 739 521 218 190 78 391 112 89 130 316 286
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=14 17 14 4 19 20 27 23 20 13 5 5 5 29 3 29 14 20 19 23 14 22 23 28 22 19 23 18 18 22
split_gain=4.77422 13.7755 25.5096 10.8693 11.5984 10.3577 14.9753 15.1166 12.3134 11.6093 10.8001 9.55795 8.24699 23.9349 10.4834 18.607 7.87998 7.05841 18.9037 20.9763 21.9791 18.0903 16.3873 15.7208 13.7536 24.1391 17.8115 12.9628 12.9109 16.5199
threshold=0.41109320299941315 1.1140940630157357 0.51888295265170092 75.379720347873345 0.6277430647365948 1.4667930787486296 6.5000000000000009 -0.31544692382078104 1.8600995252493375 171.31861029907159 255.51374149181871 289.91219656952939 62.76914458452584 65.000000000000014 161.68793877359823 200.00000000000003 0.51888295265170092 1.7494544222999704 1.2893464986468697 -0.086475399384822141 0.20865667211199521 -0.01385095997199459 -0.046453132356426639 10.500000000000002 0.064547087914451198 0.97502966255170376 0.040118236358343433 1.0906143835562079 1.159020565472763 -0.030811225154984752
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 -1 -5 16 9 10 -9 11 -8 -7 13 -6 15 -14 -3 18 19 20 -16 28 -23 24 25 -24 -26 -28 29 -21
right_child=1 5 -4 4 12 6 7 8 -10 -11 -12 -13 14 -15 17 -17 -18 -19 -20 21 -22 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.059157295110344427 0.13970203765413977 -0.058923694725719192 -0.0041933536779002424 0.065928867244376591 -0.036471553599195822 0.048711253234318325 -0.052669824319689175 0.044238488789710956 0.13340437924045892 -0.062372319300969439 0.04652008910973867 -0.026303367587653077 0.02611025795340538 0.10971472070862849 0.039059041058405852 -0.089675252863339022 -0.0042459614609966102 0.0011225901755478359 -0.081413529298401302 0.015440231804839439 -0.010595774198792733 0.078429503813385967 -0.14283946942262077 0.018692181524025596 0.054638854246253948 -0.013505696862064785 -0.0045601624318144544 -0.10506316425190086 -0.1052992447656957 -0.079710631918262789
leaf_weight=32 22 31 28 26 21 35 23 59 21 30 21 33 23 24 156 35 176 3185 35 36 208 20 27 82 28 31 33 21 37 37
leaf_count=32 22 31 28 26 21 35 23 59 21 30 21 33 23 24 156 35 176 3185 35 36 208 20 27 82 28 31 33 21 37 37
internal_value=0 0.00944655 0.0591206 -0.00110444 -0.000647445 0.00365704 0.0186612 0.0417506 0.0676445 -0.0105539 -0.00532918 0.0123071 -0.00107601 0.0414945 -0.00155565 -0.0437603 -0.0124344 -0.000933732 -0.00965462 -0.00614685 0.0106849 -0.0235524 -0.00826825 -0.0160789 -0.0364448 -0.0737128 -0.0100844 -0.0436447 -0.0571774 -0.0327869
internal_weight=0 479 50 4097 4065 429 222 124 80 98 44 68 4039 45 3994 58 207 3936 751 716 364 352 242 222 140 58 82 54 110 73
internal_count=4576 479 50 4097 4065 429 222 124 80 98 44 68 4039 45 3994 58 207 3936 751 716 364 352 242 222 140 58 82 54 110 73
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=10 24 12 14 17 14 27 0 18 14 14 17 7 5 12 14 29 18 12 2 0 12 17 2 0 10 12 18 5 18
split_gain=4.18754 9.86135 12.4104 10.6644 25.9106 35.61 13.0503 14.1931 12.5016 13.1955 20.2499 13.1785 12.6267 12.4559 11.8701 11.5583 23.8706 11.5595 15.5283 18.36 14.8952 10.9344 9.79094 8.56139 8.38193 8.21631 28.7444 7.96436 7.93387 21.6358
threshold=299.20378811275953 0.66623217702810877 1171.2975105536023 0.0033151028032331327 0.99764289749287671 0.0013336216839677049 7.5000000000000009 703.16944444444459 1.0824217298827867 0.043413467707130456 0.028347668437867051 1.097975417139055 687.13118645397674 777.92643889994122 2537.6186367558244 0.079264904504428316 185.00000000000003 1.1350402704214366 2540.3390220549663 739.16624523790858 823.62080884894579 1687.3078058012577 1.0346394786465094 847.45936485369634 542.15028985507263 278.4724753569655 1066.0339138943252 1.2991687993141035 588.29551574757068 1.3064691814742473
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 3 -3 4 -2 -6 8 -8 11 10 22 -5 -12 -7 -13 16 -11 18 19 -17 21 24 -10 -23 -19 28 -27 -24 -1 -30
right_child=1 2 -4 6 5 13 7 -9 9 15 12 14 -14 -15 -16 17 -18 20 -20 -21 -22 23 27 -25 -26 26 -28 -29 29 -31
leaf_value=0.00044976508635299228 0.018308388957565157 0.10300313273201818 0.00020826267233739297 0.0058510632882284568 -0.17801951378583911 -0.068090374939716786 0.022289064235757203 0.11116929839957844 -0.016607848596241741 0.00081565723819441581 -0.019852265697859584 -0.12359312935308978 -0.13087522082030775 0.031813154245416329 -0.017147850934416058 0.017373873181641103 0.10746183509870273 0.0028807310895486316 0.0022483922039660121 0.15287299625575546 -0.075471575142672442 0.0026909359829856996 0.053147157053060196 0.068566775409614339 -0.079161609048023829 -0.12779529392719269 -0.0035750977771014584 -0.0096624937698696605 -0.051680779679993384 0.017078871755714875
leaf_weight=3299 79 23 24 43 20 26 98 22 108 43 21 22 20 24 20 20 41 33 52 20 26 47 52 34 20 23 98 33 102 83
leaf_count=3299 79 23 24 43 20 26 98 22 108 43 21 22 20 24 20 20 41 33 52 20 26 47 52 34 20 23 98 33 102 83
internal_value=0 0.0058288 0.0505121 0.00355595 -0.0209454 -0.0652461 0.00826653 0.0385838 0.00271223 0.00804722 -0.0101849 -0.0330636 -0.0740098 -0.0201367 -0.0729049 0.0207446 0.0528691 0.0100364 0.038281 0.0851234 -0.00620428 0.00723564 0.00337379 0.0303425 -0.0280786 -0.00156998 -0.0271872 0.0287622 -0.000680286 -0.0208319
internal_weight=0 971 47 924 149 70 775 120 655 570 234 85 41 50 42 336 84 252 92 40 160 134 193 81 53 3605 121 85 3484 185
internal_count=4576 971 47 924 149 70 775 120 655 570 234 85 41 50 42 336 84 252 92 40 160 134 193 81 53 3605 121 85 3484 185
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=0 3 19 21 0 19 3 19 12 28 15 11 21 4 21 8 15 14 8 3 25 17 0 28 3 21 22 0 5 5
split_gain=4.19053 28.8004 19.0312 27.3163 17.3712 12.7238 26.7814 12.6242 11.2014 20.8198 17.4063 9.84769 12.2052 11.3138 24.9427 10.6221 10.2643 9.07481 18.9807 10.1299 12.4373 15.7747 11.4457 9.83197 9.57924 8.65552 8.50488 8.01374 7.71294 8.93909
threshold=249.63500253764172 565.58947448221113 1.7587087422884455 0.40841982701146323 280.91290457230929 0.97815724842430452 302.97634606772539 1.3326102901226637 504.88397726533054 13.500000000000002 1236.1000000000006 285.10879607091562 0.75677836166721579 356.71077056744326 0.73717419817113339 1787.2718750000001 502.50000000000006 0.0056741503512883025 1488.7166110493142 165.66634951302217 0.044430950905300977 1.5125027006554135 208.88065462405436 7.5000000000000009 393.38930023033794 0.73717419817113339 -0.09225887135569559 111.49122735742006 204.13134413860561 247.05078338495176
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 3 -3 5 6 26 28 9 10 -6 13 -13 15 -15 17 -16 18 -1 22 -21 23 -19 27 -25 -20 -2 -22 -7 -30
right_child=4 2 -4 -5 8 7 -8 -9 -10 -11 -12 12 -14 14 16 -17 -18 19 25 20 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.11640008553862571 -0.014989058369839634 -0.04058120448607952 0.017033373750746251 -0.17506120418724808 -0.0014549016275189142 0.11190763883773358 -0.088543634027242663 0.0088175097629427917 -0.0011413553521145393 -0.050339415520429615 0.11205789089202881 0.064811348496975063 -0.017355870943644953 -0.11945756387252074 -0.049827732364165378 0.057993987040413968 0.028310028528794648 -0.0051563881035946628 0.0096293612637303096 0.037090131525974006 0.030347314963639696 -0.07009104886573965 -0.072224881536056926 0.015695203918124168 0.091215974498878832 -0.062798311535946352 0.054419712180627848 -0.02120391971782961 0.010714735090732576 0.094852077645128194
leaf_weight=20 27 44 24 23 22 31 25 50 3281 20 35 48 29 26 29 31 40 142 66 131 41 29 31 71 22 22 51 114 28 23
leaf_count=20 27 44 24 23 22 31 25 50 3281 20 35 48 29 26 29 31 40 142 66 131 41 29 31 71 22 22 51 114 28 23
internal_value=0 -0.00578553 -0.0593756 -0.086746 0.00158285 0.0278669 0.00152534 0.0484214 -0.000256568 0.0374445 0.0682459 -0.000318381 0.0338653 -0.003548 -0.0359842 0.000731777 -0.00453048 -0.00184461 -0.0284632 0.00310343 0.0117016 -0.000305186 -0.0171744 0.00785526 0.0335603 -0.00847756 0.0303936 -0.00756779 0.0725701 0.048659
internal_weight=0 983 91 67 3593 235 103 132 3358 77 57 892 77 815 95 720 69 689 108 581 408 277 173 248 93 88 78 155 82 51
internal_count=4576 983 91 67 3593 235 103 132 3358 77 57 892 77 815 95 720 69 689 108 581 408 277 173 248 93 88 78 155 82 51
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=15 18 15 11 28 2 2 24 23 18 5 5 5 23 9 25 23 27 25 10 25 21 19 19 10 14 21 25 5 9
split_gain=4.24627 25.481 17.0725 21.9772 8.46138 9.01802 7.20224 7.07906 22.341 7.45053 7.05849 8.20572 7.82819 6.98307 11.175 27.2241 11.3757 12.5424 11.9487 9.43651 16.2589 10.7003 7.4067 6.16107 8.02327 9.53374 5.72389 5.61488 5.48646 13.3684
threshold=2617.9000000000001 1.0617340095933574 2505.7999999999988 581.75251660440028 28.500000000000004 970.75812025935909 554.59300380280547 0.80063600691598713 0.80317545466404761 1.2441638047367174 1166.8293887265813 1014.644232804233 1084.6374763358365 0.75639401527962602 277.69451275745467 0.66205312179765896 0.5684706054465708 6.5000000000000009 0.39507037784557303 146.47559681697615 0.85081213362255448 0.34563927977954795 1.2558143325218853 1.2558143325218853 103.8255323054332 0.00073818223639720789 0.75677836166721579 0.82983033387339888 54.762331733943164 92.545942482026604
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 4 7 10 6 -6 9 -9 -4 11 28 -13 14 23 16 17 -16 -19 20 27 -21 -23 24 -3 -26 -12 -15 29 -1
right_child=1 13 3 -5 5 -7 -8 8 -10 -11 26 12 -14 19 15 -17 -18 18 -20 21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0018454331780958456 0.11939042772632091 0.03006290729556765 0.046308186143636708 -0.13159894957872373 0.048900558613240719 0.085674593042906214 -0.027792530238628391 -0.12226235753013975 0.017648369163274766 -0.033484135100760877 0.0072887393180280924 -0.070470952558698077 -0.0038959510109730458 0.0041540305504375805 -0.0039927207113754368 0.12507395347795233 -0.054370392805763661 0.013302994612604381 0.11208618757128717 -0.10014415681362153 0.074081722653850365 -0.057777550106956843 0.022781010575592519 0.025315581876281149 -0.08635230969499659 -0.0082005322029864471 0.064776944369077688 -0.048892255070348903 6.2762279873908777e-05 -0.090734068693026249
leaf_weight=64 20 21 25 21 24 23 25 21 25 22 43 33 38 56 62 26 21 24 25 21 27 21 25 37 27 37 29 31 3679 23
leaf_count=64 20 21 25 21 24 23 25 21 25 22 43 33 38 56 62 26 21 24 25 21 27 21 25 37 27 37 29 31 3679 23
internal_value=0 0.00888823 -0.00104401 -0.0392002 4.86276e-05 0.0340183 0.00977143 -0.018336 -0.0462239 0.00895859 -0.00057706 -0.00115915 -0.0348393 0.00409421 0.0139896 0.0315444 0.013122 0.0258908 0.0637026 -0.0112136 0.00629099 -0.0409975 -0.0139957 -0.00874536 -0.0235719 -0.0411708 0.0304437 -0.0147475 -0.000524187 -0.0253447
internal_weight=0 481 4095 114 3981 72 49 93 46 47 3909 3837 71 461 280 158 132 111 49 181 114 67 46 122 85 64 72 87 3766 87
internal_count=4576 481 4095 114 3981 72 49 93 46 47 3909 3837 71 461 280 158 132 111 49 181 114 67 46 122 85 64 72 87 3766 87
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=28 8 24 14 6 11 2 4 10 14 18 21 8 10 8 21 9 2 10 25 9 18 4 6 26 18 0 8 23 23
split_gain=4.48845 12.9699 15.7652 15.1946 16.2899 24.0321 23.5972 23.2677 18.5299 16.344 13.7802 12.9552 10.0806 9.85833 8.9413 8.04116 7.811 7.66596 6.9023 14.5816 13.4897 31.0555 9.1887 12.7728 28.4075 11.2521 12.8875 9.31625 19.1755 22.5178
threshold=1.5000000000000002 231.84052083321163 0.17730206820453445 0.02618232222825587 340.73465951680453 292.00175742601238 790.05895004036324 595.93532930150548 175.56002900115732 0.064275231102686958 1.1403326458182896 1.0019662755122536 635.76893939393949 113.06238062387665 1003.745419309373 1.0870964866316168 192.64836017934246 1121.6648904349629 299.20378811275953 0.69455553095226163 418.83066722368989 1.1999670972043748 709.60542900181383 458.39372474180635 1.5000000000000002 1.3064691814742473 489.11079812206577 290.55202194675888 -0.13620350423193125 -0.065105762004590853
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 15 10 5 8 7 12 9 -5 17 -11 -6 -12 -8 -1 -15 -3 20 -20 22 -22 27 24 -24 26 -25 -2 -29 -30
right_child=18 3 -4 4 6 -7 14 -9 -10 11 13 -13 -14 16 -16 -17 -18 -19 19 -21 21 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=0.083625685767684546 -0.009008888418606897 -0.0059939344939978229 -0.04635967211797834 -0.12656509885564446 0.031719222115673899 -0.15301398486231588 -0.11331154417246581 0.10037331583776646 0.039495955444872381 -0.069654059655180109 -0.035482205525040632 0.019990365469961295 -0.050962670445442206 0.074949532366273081 -0.02509453408420086 0.015811957550399446 0.01236225346676096 -0.085990267455577862 0.0072055339701070746 0.086342308033878601 0.016059218885909235 -0.14481204732188158 0.0017066667397176067 -0.094570105290040382 -0.14497268248511397 0.014126745068891226 -0.012192934644562038 0.029028957896260223 -0.034650760783115402 0.0046088327032328047
leaf_weight=36 618 23 22 25 29 21 20 28 25 38 40 28 30 22 27 34 213 25 780 24 28 21 31 24 23 123 91 286 160 1681
leaf_count=36 618 23 22 25 29 21 20 28 25 38 40 28 30 22 27 34 213 25 780 24 28 21 31 24 23 123 91 286 160 1681
internal_value=0 -0.00745793 0.0274806 -0.0128693 -0.0303303 -0.0545777 -0.00553995 0.0253038 -0.0367574 -0.0577061 0.00178063 -0.0316231 -0.0103224 0.01041 -0.0626337 0.0506876 0.0182215 -0.0476587 0.0013152 0.00956783 -0.000834865 -0.0528856 4.93908e-06 -0.01686 -0.0607679 -0.00689769 -0.0293847 0.00179895 0.00493917 0.00119681
internal_weight=0 686 92 594 271 137 134 87 116 91 323 66 59 275 47 70 235 48 3890 804 3086 49 3037 292 54 238 115 2745 2127 1841
internal_count=4576 686 92 594 271 137 134 87 116 91 323 66 59 275 47 70 235 48 3890 804 3086 49 3037 292 54 238 115 2745 2127 1841
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=7 7 12 3 0 13 15 15 24 19 11 0 16 7 16 22 17 0 17 24 3 12 3 15 1 0 24 11 17 10
split_gain=4.02383 22.8164 23.3084 21.5122 16.4436 16.2765 15.0309 17.4312 45.1315 19.5168 33.8724 78.044 14.9134 14.492 13.9874 10.5724 10.2564 34.1542 16.471 19.6832 13.0277 12.046 11.5129 18.9356 13.671 17.1241 13.2934 12.0413 11.3397 10.1876
threshold=1512.6910645093146 1391.1867293198675 1422.4773413787659 807.30609803113509 344.72165725047086 123.98001524583917 2126.0499999999997 1607.5999999999988 0.75641305439865725 1.1454984165943294 298.27424935059048 566.22215622215629 303.05000000000007 1348.0634997548166 149.15000000000003 0.28166855414734565 1.0754788382176701 864.64265364265373 1.0552279938140445 0.66623217702810877 1263.6579664896642 2340.6405937969103 1156.839882347198 2023.0999999999997 853.20126436928081 632.17249417249434 0.4786448704063912 171.69871794871798 0.9335343200215811 245.26959725525364
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 14 12 15 -4 7 13 9 10 -9 -12 -2 -1 -3 -5 18 21 22 -20 -19 -18 24 -24 25 27 -26 -6 -29 -16
right_child=3 2 5 4 16 -7 -8 8 -10 -11 11 -13 -14 -15 29 -17 17 20 19 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.00019419269646430204 0.026680387279321982 0.058496689543128012 -0.051497758271134633 -0.089800665639340888 -0.047014798495608079 -0.15854896209202707 0.036544881195445127 0.019978124068452504 -0.15730517273768785 0.021403257237707682 -0.22662585163861515 -0.0024546773877085711 0.1279081524095752 0.071243057836746351 -0.061011269402045466 -0.012074460439561379 -0.029048746777698399 0.093695944060499858 0.12953422050923111 0.016009837237098031 0.0023115386517766198 -0.10143387849708754 -0.075554190313114847 0.0015839006071964137 -0.01145917930241142 -0.067822973129139957 0.067871799220352677 0.063996392166750002 0.0023008144424798396 0.024094240773807875
leaf_weight=2859 43 25 49 30 24 20 109 53 24 94 25 41 22 29 39 42 67 26 24 42 39 35 34 497 28 28 86 55 65 22
leaf_count=2859 43 25 49 30 24 20 109 53 24 94 25 41 22 29 39 42 67 26 24 42 39 35 34 497 28 28 86 55 65 22
internal_value=0 -0.00175496 -0.0392343 0.00501057 0.00177033 -0.0825271 4.13643e-05 -0.00123188 -0.0273032 -0.0126551 -0.0395584 -0.087368 0.0609421 0.000907634 -0.00449941 -0.0444604 0.00494044 -0.0177857 0.00923858 0.0572914 0.0388653 -0.0538868 0.00535671 -0.00335526 0.0215317 0.0037323 0.048387 0.0176458 0.030578 -0.0303175
internal_weight=0 3389 155 1187 1122 69 3234 3125 237 213 119 66 65 2888 86 72 1050 167 883 66 65 102 817 531 286 172 114 144 120 61
internal_count=4576 3389 155 1187 1122 69 3234 3125 237 213 119 66 65 2888 86 72 1050 167 883 66 65 102 817 531 286 172 114 144 120 61
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=14 17 28 3 11 14 12 13 20 13 12 13 4 6 25 15 27 12 13 17 8 13 3 10 4 12 13 13 0 4
split_gain=4.00282 11.0077 12.2053 11.4344 9.7232 8.75 8.82446 7.12258 9.05906 8.35904 9.20489 7.6736 7.10449 9.27678 6.42539 6.12566 6.03582 6.03446 20.0513 19.5678 17.1729 15.5269 28.8135 27.7621 13.1462 10.1653 10.2167 27.1423 29.8024 20.054
threshold=0.41109320299941315 1.2750085776463929 1.0000000180025095e-35 464.35787232520931 365.33020705388361 0.49055324211778711 2088.542385830372 151.81391809178442 1.891121231884151 77.999234393404024 2389.5233875733306 197.99468085106386 75.379720347873345 72.700960828218157 -0.048295738575626239 475.64999999999969 7.5000000000000009 1525.5828821512364 130.03578947368422 1.423110555124709 1076.6960425259565 147.38109026379837 478.81577109930259 213.04550604913388 133.65459753803506 2780.851881304246 117.07445007099463 143.99805044898173 342.45377846790899 290.76645860635682
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=12 5 -3 7 -5 6 -2 8 9 16 14 -9 -1 -14 -11 -13 -4 18 -15 20 21 22 -20 -23 -19 26 -26 28 -28 -29
right_child=1 2 3 4 -6 -7 -8 11 -10 10 -12 15 13 17 -16 -17 -18 24 19 -21 -22 23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.047945399442687636 0.025944059700877584 0.059688578508794311 0.0030142049559138042 -0.10567720055580139 -0.012131042033433915 0.013419900138627042 0.10928176293770474 -0.059161207165964173 0.060973566002918013 0.083939477211485314 -0.025145868045677033 -0.019462139481821888 0.049895915575325495 -0.00087913832205111604 0.013426873653328845 0.044529972686654047 -0.071937473947625785 -0.074148321482870316 -0.035412873725952775 0.098031013232604089 0.046590243118082728 0.040320976302027703 0.12060784002766015 -0.11178115642940006 -0.0022123468381041712 0.0054694506114764093 0.023849210658898723 -0.077989430048248987 -0.075733070416759904 0.0040613704911901865
leaf_weight=32 27 30 22 20 25 91 24 33 33 24 28 52 36 1702 28 21 21 27 29 36 103 20 20 30 813 740 39 33 131 306
leaf_count=32 27 30 22 20 25 91 24 33 33 24 28 52 36 1702 28 21 21 27 29 36 103 20 20 30 813 740 39 33 131 306
internal_value=0 0.00864979 -0.00119055 -0.00713965 -0.0537071 0.0320033 0.0651618 0.000858577 0.0144498 0.00196781 0.0210802 -0.0191436 -0.00101129 -0.000641819 0.0459712 -0.00105345 -0.0335901 -0.00109338 0.00292257 0.0301096 0.0180048 -0.0117357 0.0282691 -0.0509403 -0.0048229 -0.00391515 -0.00916825 -0.0202786 -0.0528877 -0.00392588
internal_weight=0 479 337 307 45 142 51 262 156 123 80 106 4097 4065 52 73 43 4029 1940 238 202 99 49 50 2089 2062 1322 509 170 339
internal_count=4576 479 337 307 45 142 51 262 156 123 80 106 4097 4065 52 73 43 4029 1940 238 202 99 49 50 2089 2062 1322 509 170 339
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=22 25 23 24 25 15 24 23 22 28 0 3 2 28 28 0 29 15 23 23 29 22 22 28 0 3 23 7 2 15
split_gain=4.02653 16.6255 10.2401 23.9194 16.2477 22.8112 14.9339 13.7933 14.9901 9.7475 9.12157 21.9906 14.5342 20.902 15.5812 26.5006 12.7407 20.633 20.6267 11.8779 17.9761 22.2742 11.061 11.001 10.7726 10.6504 10.1746 9.45558 9.44259 15.9097
threshold=-0.0489224980439723 0.27606914374494479 -0.046453132356426639 0.00065596739433787564 0.081661543259486255 797.04999999999984 0.064113380687194091 0.033762642308791023 0.077233691794285173 27.500000000000004 889.97971277189083 868.14321859554286 751.39286675181506 17.500000000000004 18.500000000000004 428.47019635343628 105.00000000000001 562.35000000000002 -0.18874952060249287 -0.17904505301528703 200.00000000000003 -0.17286638422276931 -0.076954497047929685 7.5000000000000009 352.86766060928466 385.02528395598534 -0.20561591704607099 355.8462487547946 710.53089771503005 757.22500000000048
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 4 7 6 -6 -2 8 -4 10 11 12 14 23 16 24 17 22 -19 28 -21 -22 -1 -14 26 -23 -16 -27 29 -18
right_child=2 -3 3 -5 5 -7 -8 -9 -10 -11 -12 -13 13 -15 15 -17 19 18 -20 20 21 25 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0093988918051763903 0.018599945663685759 -0.095195094814989722 -0.06272861800812693 0.0013996295683891115 -0.1188160470686853 0.02578764140295486 0.097472718340129813 -0.12524113938212397 0.041683372259140018 0.045914364123764713 0.05492467051744461 -0.074692250258392753 0.034175956884368523 0.11802771460603585 -0.0052686906858997531 -0.11999551576952781 0.022040683529774778 -0.13623475456237794 -0.030613472091663679 0.054840342926659763 -0.11119612463191152 0.0043809359216486375 0.07056764792650938 -0.038982370838282571 0.047480874271555382 -0.094540131743997335 -0.078945240275613199 -0.015144169407431036 0.066657206325819993 -0.027175536391270513
leaf_weight=128 313 20 44 2817 20 24 26 20 20 39 25 45 61 22 53 31 289 25 71 35 25 139 20 31 22 24 29 40 33 85
leaf_count=128 313 20 44 2817 20 24 26 20 20 39 25 45 61 22 53 31 289 25 71 35 25 139 20 31 22 24 29 40 33 85
internal_value=0 -0.00472926 0.0018606 -0.000168376 0.0172289 -0.0399413 0.0246492 -0.0527526 -0.0300999 -0.00330684 -0.00486371 -0.00610105 -0.00344705 0.0304639 -0.00713233 -0.038844 -0.00244844 -0.0220128 -0.058119 0.0046765 -0.011887 -0.0221302 0.0014074 0.00952478 -0.0146546 -0.0111615 -0.031325 -0.0449177 0.0153797 0.0108552
internal_weight=0 1292 3284 2901 383 44 339 84 64 1272 1233 1208 1163 114 1049 135 914 244 96 670 263 228 148 92 104 203 82 64 407 374
internal_count=4576 1292 3284 2901 383 44 339 84 64 1272 1233 1208 1163 114 1049 135 914 244 96 670 263 228 148 92 104 203 82 64 407 374
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=28 4 10 28 10 27 10 27 20 12 12 12 4 19 4 4 14 24 7 3 20 28 7 16 22 24 24 7 26 18
split_gain=3.92903 12.1522 7.09686 6.73756 10.2532 16.1423 15.2835 16.6672 10.0465 9.29379 15.3984 15.2031 16.3706 20.2193 13.9593 14.9138 14.52 21.4957 20.5247 19.6221 16.1413 13.7104 19.4597 25.5272 19.86 16.1351 21.3175 14.6158 18.8525 16.1747
threshold=1.5000000000000002 133.65459753803506 686.56438680991971 5.5000000000000009 40.487205904857156 3.5000000000000004 58.756385945343006 7.5000000000000009 1.8694996659883245 1921.1200083646193 1950.5784221109927 1798.3348153214777 438.02222179068929 0.87429169489173952 397.00624628197505 527.66729945401096 0.048590236473466969 0.042474816477193054 923.70329313543618 798.63365387459532 2.1965159719447462 10.500000000000002 640.00288175302114 377.95000000000005 0.23255437417343769 -0.026094837676234706 0.094665918575053229 2273.874400539451 11.500000000000002 1.1905936917446622
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 -2 5 -5 7 -6 -9 11 -11 14 13 -13 -8 -16 18 19 -17 -18 -19 22 25 24 -24 -12 -27 28 29 -25
right_child=3 2 -4 4 6 -7 9 8 -10 10 21 12 -14 -15 15 16 17 20 -20 -21 -22 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=-0.06618357804801428 0.0076032999609673109 -0.0018627701927662679 -0.05518022344152157 -0.018177721986458416 0.008836202646150839 0.1018754569735999 -0.0066710204176453364 -0.11804510753049896 -0.037819118052721028 -0.094933583922684195 -0.030616629625506261 0.0056317055597901351 -0.0068221315741539001 0.1207027220947517 0.037265258908107134 -0.085755074365685385 0.029090638585933828 0.15311262797564271 -0.001001322744720279 -0.066612985627404572 0.027585837635255996 0.0019994887414029948 -0.15731452358265718 0.076996009796857834 -0.037905666633294179 0.060839733290844238 -0.04487207200792101 -0.097242747815325867 -0.07209743386400598 -0.021370343462164914
leaf_weight=33 1163 627 26 21 43 24 849 27 37 20 85 26 43 37 181 33 82 20 213 29 21 673 30 32 26 65 27 20 28 35
leaf_count=33 1163 627 26 21 43 24 849 27 37 20 85 26 43 37 181 33 82 20 213 29 21 673 30 32 26 65 27 20 28 35
internal_value=0 -0.0069777 -0.00398567 0.00123051 -0.00148733 0.0458506 -0.00228159 -0.0393137 -0.0716645 -0.000742776 -0.00803559 0.00420626 0.040746 0.0732131 0.00149393 0.0134664 0.00264325 0.0269422 -0.0123707 0.00408699 0.0888184 -0.00633338 -0.0224484 -0.0465068 -0.101875 0.000794481 0.0298156 -0.019545 -0.00318756 0.0256106
internal_weight=0 686 653 3890 2727 45 2682 107 64 2575 1041 1534 106 63 1428 579 398 152 246 111 41 1021 348 171 56 177 92 115 95 67
internal_count=4576 686 653 3890 2727 45 2682 107 64 2575 1041 1534 106 63 1428 579 398 152 246 111 41 1021 348 171 56 177 92 115 95 67
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=13 14 8 14 9 24 13 11 22 22 14 22 20 11 5 17 11 13 3 18 4 4 8 29 8 20 12 26 14 3
split_gain=3.89026 8.39613 3.76361 16.1907 12.0884 10.8225 10.1149 16.2491 17.6608 24.6467 9.83446 7.47718 6.35684 5.40314 4.99614 10.0038 9.89343 11.0744 6.96505 19.9612 17.4765 19.3775 19.6444 12.2455 12.2368 12.0919 8.78624 11.4206 8.50354 8.32571
threshold=58.645378715572377 0.043413467707130456 2839.1616935483876 0.00071040386449743639 542.59407424586004 0.8645883982207111 138.01899462778206 132.56534281772633 0.30233013573135264 0.22747214198594359 2.3853681865369591e-05 0.29545251667484079 2.049455480389089 83.570356241621326 1166.8293887265813 1.0831659951408501 1003.7225040176779 132.00032981530345 1027.8138583399107 1.3480222872074956 257.46408045977017 504.60582420722187 1731.1818181818182 50.000000000000007 2222.7085207396308 2.5269436478636194 3519.9570830048274 7.5000000000000009 0.00026239050051906552 944.10567159350228
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 10 5 -5 6 7 -4 9 -9 -2 -8 -6 -7 16 -16 18 -18 29 20 23 24 -23 -20 -22 28 27 -24 -25 -12
right_child=2 -3 3 4 12 13 11 8 -10 -11 14 -13 -14 -15 15 -17 17 -19 19 -21 21 22 26 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.075651108455799879 0.049835133041459617 0.0093632245955702197 0.0037500018938718474 0.081523192596846622 0.034681688670230949 -0.021588030472501286 0.045606957925927075 -0.046256504411047158 -0.025916983293635506 -0.19594302781942219 9.8163169830235082e-05 -0.039828093238174919 -0.041416362885917934 0.025530534174355846 0.0040025924201472661 0.080895953139533183 -0.096724850278009075 -0.0071320122907038881 0.05562266412945021 -0.042266094470546856 0.12995225780066991 0.080799263183559691 0.0016850849898458508 0.033130021776784868 0.046587463789576788 -0.071287445322377616 0.059010684456337587 -0.075402854653921991 -0.039286278406788992 -0.023911666723325949
leaf_weight=21 41 26 34 29 23 45 21 22 35 22 3317 20 21 53 64 23 22 37 21 62 21 35 152 34 109 40 22 22 31 151
leaf_count=21 41 26 34 29 23 45 21 22 35 22 3317 20 21 53 64 23 22 37 21 62 21 35 152 34 109 40 22 22 31 151
internal_value=0 -0.0286219 0.000297026 -0.0100709 0.0313987 -0.0220839 -0.0386156 -0.054053 -0.0789302 -0.1211 0.00109854 0.00393132 -0.00163784 0.00389446 0.00061855 0.0243307 0.000112427 -0.0405395 0.000709505 0.0111751 0.0179787 0.0291704 0.01179 -0.0140863 0.0600541 -0.0280281 -0.000533137 -0.00806167 -0.00140698 -0.000947248
internal_weight=0 47 4529 325 73 252 154 113 79 44 4204 41 44 98 4163 87 4076 59 4017 549 487 361 231 126 130 105 196 174 65 3468
internal_count=4576 47 4529 325 73 252 154 113 79 44 4204 41 44 98 4163 87 4076 59 4017 549 487 361 231 126 130 105 196 174 65 3468
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=16 12 26 12 18 1 7 16 27 21 20 4 20 4 18 3 20 10 6 3 9 16 6 18 10 27 20 7 9 18
split_gain=3.36 13.5506 26.2567 14.7861 16.7982 14.8561 11.661 9.66488 8.20702 24.2074 13.4171 22.1546 6.97738 17.3806 15.2823 6.90991 6.79958 16.985 15.644 15.1206 10.0896 12.0311 8.81524 7.28367 9.45893 7.27611 15.2126 35.7292 20.9473 14.4263
threshold=149.15000000000003 2123.0407430298042 3.5000000000000004 1209.3762573641293 1.4064175925040021 531.62563009477788 1298.7514015642962 152.50000000000003 7.5000000000000009 0.70604383709461704 4.2068959441249349 214.18086159381923 4.0284018105817863 282.92663101604285 1.2252652932541468 405.0386080145197 3.0574711897434756 109.29377892301221 143.47693869726362 322.2673870174977 198.38607270865339 352.50000000000006 295.01028842771728 1.2470492762540466 215.44639501776547 8.5000000000000018 2.6805938530301927 1232.8825837058664 147.36863952244582 1.3834317678381698
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 3 -3 5 -5 6 8 -2 15 10 11 -10 16 14 -14 -1 25 -18 -19 -20 -21 23 -23 24 -22 -9 29 28 -28 -27
right_child=7 2 -4 4 -6 -7 -8 12 9 -11 -12 -13 13 -15 -16 -17 17 18 19 20 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0034195918077514122 -0.049999175993725664 0.016280446095126019 -0.11952162372569244 0.05352356354419429 -0.021305641637016565 -0.072023773494248211 0.058671229705214503 0.00079340740340404659 -0.0016502411592574347 0.05061833734313647 -0.011963573863936795 -0.13859981644243277 -0.12796413924714381 0.022717925667671897 -0.02160224602624242 0.047770886503470444 0.056027699670154751 -0.075032863290592416 0.088677171651612638 -0.044614948611706499 0.01010947127736384 0.10243796996772291 0.02236873176880181 0.012105099949577269 -0.066266623161294877 -0.018042733762584355 -0.030245318114757537 0.016345669468864798 -0.16424106581086695 0.016236706637335934
leaf_weight=131 40 35 24 130 39 26 38 2788 21 42 81 27 22 41 35 48 73 24 22 39 31 20 44 114 34 313 20 44 28 202
leaf_count=131 40 35 24 130 39 26 38 2788 21 42 81 27 22 41 35 48 73 24 22 39 31 20 44 114 34 313 20 44 28 202
internal_value=0 0.00670774 -0.0389611 0.0113295 0.0362553 0.00115442 0.00605811 -0.00109465 0.000345828 -0.0153212 -0.0367899 -0.0786844 -0.000592296 -0.0269373 -0.0626542 0.0153127 8.78434e-05 0.0124026 0.00269335 0.00882963 0.00260039 0.0101782 0.0473904 -0.00312676 -0.0298411 -0.00136671 -0.0112883 -0.048744 -0.10841 -0.00459721
internal_weight=0 642 59 583 169 414 388 3934 350 171 129 48 3894 98 57 179 3796 401 328 304 282 243 64 179 65 3395 607 92 48 515
internal_count=4576 642 59 583 169 414 388 3934 350 171 129 48 3894 98 57 179 3796 401 328 304 282 243 64 179 65 3395 607 92 48 515
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=28 4 8 7 15 8 25 13 16 7 29 15 15 15 28 6 25 0 10 13 28 10 8 15 20 8 6 10 4 6
split_gain=3.42786 10.3337 10.3857 18.5137 20.6477 15.3309 38.9427 12.1507 13.2154 11.2659 17.2739 15.3145 12.8869 10.7004 8.48227 8.15418 15.4994 9.56356 7.61973 7.2292 6.06499 6.04768 5.77957 15.0914 20.2778 26.0836 11.8132 14.48 8.42816 23.9581
threshold=1.5000000000000002 133.65459753803506 231.84052083321163 336.59182365778582 1030.3499999999988 481.90312473820899 0.05409638795262324 118.95032395669209 147.20000000000005 1512.6910645093146 50.000000000000007 1966.3999999999999 2672.8500000000004 2365.6000000000013 1.0000000180025095e-35 279.85324074074077 0.029652887691462675 379.07851851851859 82.077117366720202 126.01152551935361 1.0000000180025095e-35 229.46031093494557 274.96273660714292 551.50000000000011 1.7972699918369874 606.29801239514222 214.14754113755714 89.129671987638588 205.02070777867326 171.43200278496496
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 18 5 7 14 -7 8 -5 10 19 -11 13 -13 -4 -12 -17 -18 -3 -6 -10 -14 -2 24 25 26 27 -24 -25 -30
right_child=22 2 3 4 9 6 -8 -9 20 11 15 12 21 -15 -16 16 17 -19 -20 -21 -22 -23 23 28 -26 -27 -28 -29 29 -31
leaf_value=-0.06111396324228157 -0.0079394084576542481 0.012153806564224474 0.032808990970253943 0.076995857164263729 -0.018225667122061608 -0.17734249866625762 0.0028026275491962833 0.088828400240251515 -0.036788490458446392 0.070268158780527307 -0.0091759732551872728 -0.0047699661896331239 0.067490799744289537 -0.087175215921328916 -0.039839865248068235 -0.010113125078912294 -0.039441263888563428 -0.12314475033527766 0.083577523408457643 0.053679211020212753 0.031562886848336177 -0.000187023566480005 0.046351022028829902 0.016254065136124578 0.05982936733535358 -0.10361940525472164 0.044940830473052834 -0.053383003930385059 -0.042067976395289107 0.0011453227654797484
leaf_weight=33 593 59 25 25 27 24 24 33 34 32 40 40 23 26 45 35 21 39 20 29 21 31 24 316 105 20 76 37 135 2584
leaf_count=33 593 59 25 25 27 24 24 33 34 32 40 40 23 26 45 35 21 39 20 29 21 31 24 316 105 20 76 37 135 2584
internal_value=0 -0.0065175 -0.00375841 -0.00843705 0.000698809 -0.0437417 -0.0872699 0.0377721 0.0167114 -0.0115148 -0.0276822 0.00880077 -0.00759053 -0.0372326 -0.0138938 -0.0470512 -0.0629986 -0.0938485 0.0302358 0.0190108 -0.0106907 0.0286387 0.00114936 0.00278407 0.0258109 0.00305967 0.0186333 -0.0141434 0.000796251 -0.00100024
internal_weight=0 686 653 574 456 118 48 113 80 343 191 152 120 66 70 135 95 60 79 56 55 54 3890 3297 262 157 137 61 3035 2719
internal_count=4576 686 653 574 456 118 48 113 80 343 191 152 120 66 70 135 95 60 79 56 55 54 3890 3297 262 157 137 61 3035 2719
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=14 17 14 18 8 18 22 14 15 15 9 14 20 17 23 17 19 7 11 10 22 5 16 14 8 14 18 17 8 27
split_gain=3.39851 8.93546 17.0899 7.10094 10.4536 7.61915 8.35761 16.3385 13.6793 15.7179 12.6115 13.3596 13.1088 11.3059 12.1539 31.1465 92.3345 16.3906 14.3414 21.5692 14.3266 20.2551 14.0388 14.8227 20.0638 14.9452 19.7761 13.8078 12.8092 11.4933
threshold=0.41109320299941315 1.1140940630157357 0.51888295265170092 1.0085732215403618 606.29801239514222 1.02456134643401 0.074424444578748458 0.03826272361946776 1791.8 782.00000000000011 157.57306339999556 0.035682002549883324 2.8573690516074399 1.0002615640556864 -0.10139550071860227 1.3768819434484179 0.94165175643023769 602.7887029295913 130.08384928296377 129.12094971657061 -0.0095337635494237277 252.1386105732611 548.30000000000007 0.045142522006736518 644.55473388834639 0.24066235984257819 1.0824217298827867 1.175269101891903 1122.6262549105197 7.5000000000000009
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=3 2 -2 4 -1 -5 13 10 9 -9 12 -12 -8 29 17 18 20 -15 -16 -20 21 -17 23 24 -21 26 -25 -27 -24 -7
right_child=1 -3 -4 5 -6 6 7 8 -10 -11 11 -13 -14 14 15 16 -18 -19 19 22 -22 -23 28 25 -26 27 -28 -29 -30 -31
leaf_value=0.081682744912803182 0.11393261565403506 0.0033073435887034405 -0.0038452774020177982 -0.047825888242306457 -0.015313522936776281 -0.018125883813718248 0.061637933704142389 0.051790400529380443 0.099301508295795204 0.00049434047273198476 -0.0012518672811272153 -0.067427514286171039 0.00028167547658085822 0.00053695073937706187 -0.07610129483330709 -0.016540595565153204 -0.2549842323362827 0.065364323549608624 0.068762637249061051 -0.10749227297306062 0.014017818172994471 -0.1332031723958525 -0.076126683898726288 -0.051046429657273823 -0.0065819035073922533 0.0058525942449198396 0.040764761557438356 -0.080040282604319085 -0.00037506776975422372 -0.096969640742127716
leaf_weight=25 22 429 28 35 20 64 65 93 23 167 1918 31 75 800 26 46 20 41 42 25 56 22 49 27 93 61 179 27 41 26
leaf_count=25 22 429 28 35 20 64 65 93 23 167 1918 31 75 800 26 46 20 41 42 25 56 22 49 27 93 61 179 27 41 26
internal_value=0 0.00797015 0.047977 -0.000931828 0.0385733 -0.00137056 -0.000965793 0.00283274 0.0253816 0.0188425 -0.000221993 -0.00230443 0.0287685 -0.00644307 -0.0044486 -0.0140435 -0.0555974 0.00369738 -0.00354571 -7.79762e-05 -0.0234382 -0.0542844 -0.00583755 0.00197848 -0.0279612 0.0139951 0.0287313 -0.0205009 -0.0416176 -0.040903
internal_weight=0 479 50 4097 45 4052 4017 2372 283 260 2089 1949 140 1645 1555 714 144 841 570 544 124 68 502 412 118 294 206 88 90 90
internal_count=4576 479 50 4097 45 4052 4017 2372 283 260 2089 1949 140 1645 1555 714 144 841 570 544 124 68 502 412 118 294 206 88 90 90
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=25 25 0 0 22 21 8 17 28 16 8 17 24 8 28 9 9 9 21 18 24 26 26 9 19 22 21 0 4 6
split_gain=3.17477 4.98937 10.3159 12.1096 9.27277 4.92531 7.92139 8.92156 4.92445 4.20863 3.94427 15.2937 23.0924 10.113 9.37327 7.1548 5.90166 7.30699 12.6783 5.86548 5.16435 4.47768 23.7226 16.304 14.6856 28.4791 21.5671 28.7139 23.3267 19.8415
threshold=0.85680715678828168 0.82055654005119383 381.3738279794519 762.81094104308397 0.23445986609267164 0.37817555881735604 3055.1666666666674 0.88786680024319853 14.500000000000002 608.17500000000007 2839.1616935483876 1.0036949892784801 0.82068863672294279 2608.5685185185189 12.500000000000002 275.30161558075179 244.80466528499969 507.4852209053559 0.50422219607112317 1.1136217396791632 0.8645883982207111 7.5000000000000009 9.5000000000000018 777.94965254077533 1.0505758607019924 0.26323639613015287 0.74751675453208277 521.78284985908988 551.74478722495166 307.99112134287265
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 8 9 -2 7 -7 -4 -5 13 12 -12 21 15 -15 -13 18 20 -19 -18 -1 -23 24 25 26 -24 28 29 -28
right_child=5 2 3 4 -6 6 -8 -9 -10 -11 11 16 -14 14 -16 -17 17 19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0020302229827553527 -0.010344470894717156 -0.06371325100394519 0.048585440140021474 -0.093741107452660802 0.017410631322612367 0.010128277456775929 -0.0096072384907353314 0.093923267722129833 -0.0019970286828585159 -0.034519576107462251 -0.0095870325434952979 -0.035021349583421985 -0.13713960021056912 -0.018889398102182896 0.069480329432990415 0.045714285001158719 0.10535971976461865 0.014159220242590614 -0.018542334680499224 -0.0516255075354939 0.034356997450813657 -0.034224288193715945 0.042209446545039275 -0.051597682810297196 0.025686554882917198 -0.093742006599451561 0.0188847965631142 -0.093372066600902665 0.076721616685390473 -0.042744761748206628
leaf_weight=2980 47 37 38 20 24 24 31 27 39 30 40 31 22 40 40 30 21 33 26 23 20 225 103 51 260 33 106 37 35 103
leaf_count=2980 47 37 38 20 24 24 31 27 39 30 40 31 22 40 40 30 21 33 26 23 20 225 103 51 260 33 106 37 35 103
internal_value=0 -0.000448615 -0.0163914 -0.00479597 -0.0336832 0.0154651 0.0302583 0.0544903 0.0229657 -0.0582082 0.000255128 -0.0129109 -0.0548476 0.000958531 0.0308642 0.00879789 0.00397272 0.0138005 0.0360835 -0.0128595 0.0707242 0.000122115 -0.00584448 0.00292675 0.00703421 -0.00459555 0.00306547 -0.0112827 0.00116531 -0.0114877
internal_weight=0 4447 188 151 74 129 82 51 77 50 4259 216 62 4043 110 70 154 123 67 56 41 3933 953 728 677 417 384 281 244 209
internal_count=4576 4447 188 151 74 129 82 51 77 50 4259 216 62 4043 110 70 154 123 67 56 41 3933 953 728 677 417 384 281 244 209
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=12 10 19 19 28 12 10 12 23 19 15 15 17 23 15 13 0 13 21 16 7 15 7 15 3 10 23 23 22 21
split_gain=3.52929 12.3755 4.11608 7.59473 8.64029 7.1545 13.7412 11.787 15.6691 10.7767 9.99812 9.93637 6.09604 11.8842 12.064 12.8714 8.71404 8.49497 7.38973 6.46912 6.03675 5.51201 17.1403 13.5637 13.5536 19.3837 13.2954 11.5558 15.4078 12.682
threshold=351.83194237853382 229.46031093494557 1.9155910066395678 2.0395501530825197 6.5000000000000009 504.88397726533054 177.14468302658489 525.21998642445362 -0.067633230120061893 1.3449474497105822 1127.3000000000002 581.32499999999993 0.92115565021412005 0.31039382003304755 893.50000000000011 77.180199689813762 289.10218346425251 58.645378715572377 0.53778833163610518 380.47500000000008 1240.1411782486441 1522.2500000000002 1592.2555884564636 1670.3499999999997 444.37890244065039 85.187799215191419 0.59119232016339651 0.17297284751033234 0.2290675617708576 0.76141900865573986
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 5 -4 -5 6 10 8 -7 -8 11 -2 13 19 20 16 -16 -14 -17 -9 -15 22 26 -23 -25 -26 27 28 -19 -29
right_child=2 -3 3 4 -6 7 9 12 -10 -11 -12 -13 17 14 15 18 -18 21 -20 -21 -22 23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.0028991663040391072 0.016512697188289099 -0.077558201114432179 -0.056085538739959397 -0.041447791050780905 0.043702600982326728 0.023977889716625216 0.12149784326553346 -0.061218073308467874 -0.087570697266389344 0.027923877001740038 0.059960803265372911 -0.048607115640576626 -0.049326376563736368 0.019645015839487315 0.042304623126983645 0.0062027202762161083 0.12442043373982113 -0.00054828140195263499 0.064327493348512163 0.0015145514344718928 -0.05547518323621025 -0.029577342356604183 0.080956106396791128 -0.080576216606866757 0.069819542574576843 -0.0018182527172904521 -0.056418708684903229 0.011977262928547613 0.083614939857612966 0.065811178000327555
leaf_weight=152 53 26 36 22 26 20 20 25 34 32 24 42 35 20 28 89 24 1928 29 48 23 190 28 21 39 1198 38 251 22 53
leaf_count=152 53 26 36 22 26 20 20 25 34 32 24 42 35 20 28 89 24 1928 29 48 23 190 28 21 39 1198 38 251 22 53
internal_value=0 -0.0138044 0.000558705 -0.021365 0.00467534 0.000985593 0.0210307 0.000158242 -0.0462564 0.0639139 0.00229188 -0.0122771 0.000771201 0.014851 0.0267846 0.0387539 0.0802042 -0.000287651 0.0204876 -0.0199692 -0.0205356 0.000167858 0.00318948 -0.00467341 -0.000912087 0.000440336 0.00223945 0.00322836 0.000401252 0.0213628
internal_weight=0 178 4398 84 48 4314 171 4143 54 52 119 95 4089 286 213 170 52 3803 118 73 43 3768 2320 1448 1258 1237 2292 2254 1950 304
internal_count=4576 178 4398 84 48 4314 171 4143 54 52 119 95 4089 286 213 170 52 3803 118 73 43 3768 2320 1448 1258 1237 2292 2254 1950 304
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=15 18 8 10 7 8 16 7 7 18 20 18 3 15 9 24 28 2 7 2 3 5 16 15 2 26 18 26 6 8
split_gain=3.09381 11.3818 8.50204 9.89273 7.58529 26.4201 13.3354 6.30525 8.17709 9.16492 6.32815 10.2686 6.03553 4.75437 12.551 12.2636 7.71538 8.75318 7.97975 7.31026 6.88493 4.89465 8.03485 9.6164 6.00819 4.1753 12.04 6.17449 13.1256 15.2439
threshold=2769.3499999999999 1.1480194799304617 2804.4024144869222 146.47559681697615 2327.8472985347994 2967.4619565217395 446.67500000000001 2104.343638208426 1512.6910645093146 1.2732196612068043 2.6737968448081109 1.2135666423830413 1669.9315610982201 2542.5000000000005 220.066600992411 0.48330994878095052 28.500000000000004 932.93087653283158 481.68582723335004 1335.488143187815 1083.8811782199148 1340.5909090909092 741.70000000000016 1346.899999999998 1014.9118339301052 38.500000000000007 1.1881061049687844 26.500000000000004 544.20601356707834 345.76209891505084
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 -2 13 -6 -7 8 -3 -10 -9 -12 -4 16 -15 -16 19 18 -18 21 -17 22 25 24 -24 27 -27 -1 29 -29
right_child=1 7 12 -5 5 6 -8 10 9 -11 11 -13 -14 14 15 20 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00027351542106720709 0.10651253897410173 -0.032009450921958144 0.029815084775909786 0.021564419888730708 -0.1306771827256307 0.06841602093540132 -0.024322040543041153 -0.0019985460039143536 0.072887493342612727 -0.012901271460577846 -0.07858427397229456 0.010867056924672354 -0.025746923819955053 -0.08449579471101365 -0.060793264260372293 -0.012751005157347648 0.045861070775068728 0.080621769232209775 -0.035000497750614 0.04040694801475514 0.053373761218972506 0.042656128036861238 -0.027999129492257326 -0.072153085470199593 0.037510901689529419 0.013292348465403996 -0.071956729119022692 0.0074031969798462735 -0.035457494076002731 0.11727582144996394
leaf_weight=3590 26 22 60 29 20 20 69 110 33 20 33 21 29 24 26 31 26 25 23 44 32 26 42 34 21 37 30 28 22 23
leaf_count=3590 26 22 60 29 20 20 69 110 33 20 33 21 29 24 26 31 26 25 23 44 32 26 42 34 21 37 30 28 22 23
internal_value=0 0.00860334 0.0308121 0.0617217 -0.000785852 -0.0268206 -0.00348203 -0.00477765 0.0192407 0.0405144 -0.0157617 -0.0437976 0.0117106 -9.09979e-05 -0.0203172 -0.00301063 0.000484565 0.0324719 0.00790564 -0.000122841 0.0208362 -0.000585678 -0.000879456 -0.0292932 -0.00616245 -0.000140546 -0.0248789 0.000311943 0.0291037 0.0569536
internal_weight=0 383 144 55 4193 109 89 239 75 53 164 54 89 4084 113 89 3971 74 49 3897 63 3853 3827 97 63 3730 67 3663 73 51
internal_count=4576 383 144 55 4193 109 89 239 75 53 164 54 89 4084 113 89 3971 74 49 3897 63 3853 3827 97 63 3730 67 3663 73 51
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=11 7 22 18 18 11 9 23 25 22 14 0 14 7 17 7 19 16 1 0 16 0 22 14 20 7 10 25 10 25
split_gain=2.9476 12.7296 9.5386 9.34168 15.4387 12.4898 17.991 11.6797 10.5734 18.682 18.8934 10.5375 15.0834 18.9262 9.84642 9.30809 8.46994 11.7612 12.4685 20.5377 11.5924 10.4859 10.4801 8.27985 7.80264 7.77835 6.98735 6.8508 6.60192 28.0073
threshold=172.97408026755855 184.65274443669409 -0.31737383096110622 1.4225389544790779 1.5686021306738567 138.27360335764641 331.46934649258088 0.80497056603439432 -0.045398015002551723 0.31742834546774024 0.080309411244100001 182.78260869565221 0.1818941153009819 1664.3927280706796 1.5018096019834872 2248.4138981173869 1.1399352335110322 151.37500000000003 176.71525818009266 203.53104820875723 130.32500000000002 284.31290024722256 -0.29818590707261472 0.0056741503512883025 4.4536560513319357 259.83844143601431 109.29377892301221 0.30090122176798123 69.736401654845565 -0.065185053647943456
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 -3 5 8 24 7 11 -5 10 -10 -7 13 25 -14 -15 21 20 -19 -20 23 22 -6 -18 -1 -13 -27 -25 29 -4
right_child=1 2 28 4 16 6 -8 -9 9 -11 -12 12 14 15 -16 -17 17 18 19 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31
leaf_value=0.0031289548020508105 -0.081228211298584943 -0.05099163040622922 0.011220089452085543 0.010904230786995456 0.011341424524784089 -0.0049298913870006802 -0.04283784519348826 -0.0092459262383204916 -0.12466171573017699 0.0061291720552576921 -0.029567151280740896 0.047803306620082135 -0.046341924437067729 0.00072765313916736186 0.041736373106638594 0.077843375535060974 -0.049613207237174113 0.00045403184969516766 -0.12433509843495603 0.0039478580156962076 0.068463932233197342 -0.020652606957204021 0.09969209300289894 -0.014298780278667159 -0.058931321757180355 0.07930685351121014 0.1456831632767405 0.064700542461304439 0.00013798624289814722 -0.121703631495652
leaf_weight=574 20 38 51 44 25 40 35 54 39 45 45 23 22 45 30 24 24 83 26 24 35 24 29 23 21 29 35 21 3025 23
leaf_count=574 20 38 51 44 25 40 35 54 39 45 45 23 22 45 30 24 24 83 26 24 35 24 29 23 21 29 35 21 3025 23
internal_value=0 -0.00170155 -0.00119453 0.00378562 -0.00743882 0.00965075 0.0250328 0.0328986 -0.0314262 -0.0458645 -0.0737182 0.0420752 0.0511146 0.066662 0.00447248 0.0275505 0.00577715 -0.00366491 -0.0233104 -0.0627593 0.0217025 0.0343454 0.058789 -0.00236585 0.000938592 0.0976814 0.115606 0.0234054 -0.000583914 -0.030094
internal_weight=0 3157 3137 1419 487 932 337 302 173 129 84 248 208 156 52 69 314 236 133 50 103 78 54 68 595 87 64 44 3099 74
internal_count=4576 3157 3137 1419 487 932 337 302 173 129 84 248 208 156 52 69 314 236 133 50 103 78 54 68 595 87 64 44 3099 74
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=14 14 14 24 25 25 0 19 22 14 8 24 20 13 16 18 6 19 22 22 13 9 9 12 8 12 20 25 24 17
split_gain=3.07925 9.12694 21.5246 8.99855 16.0456 12.8162 19.5807 28.7243 12.4086 24.9082 15.5088 26.4199 32.1119 16.3084 15.4071 28.8867 15.1042 14.302 11.083 10.3901 10.1569 8.64061 13.2152 19.3429 17.7128 30.6304 11.6058 18.1431 17.5458 12.4388
threshold=0.048590236473466969 0.097434210447136141 0.10331010108184828 0.4786448704063912 0.45537619895340881 0.38379081527482029 679.59523809523819 1.1564882991151013 0.11815444142941842 0.0062551982256310859 1003.745419309373 0.31055104855022769 3.1119018431729075 93.928435709868353 208.20000000000002 1.2229891068938252 211.40976232288935 1.1564882991151013 0.054848708727958627 0.2066176024813505 75.126230566486171 118.52284845210995 189.34829505915104 3699.6529722039236 444.4292718589673 1647.9801403027823 2.3566194353716852 0.088280683382130395 0.10826267451177508 1.1128128926075485
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 21 -3 5 -5 8 7 -7 10 20 11 14 -13 -12 -1 -16 -17 18 -18 -9 -10 -2 24 26 -23 -26 27 29 -28 -24
right_child=1 2 -4 4 -6 6 -8 19 9 -11 13 12 -14 -15 15 16 17 -19 -20 -21 -22 22 23 -25 25 -27 28 -29 -30 -31
leaf_value=0.030911589737208384 0.074017974342374754 -0.081787102040834725 0.001039292515208337 0.064906826899023148 0.00072721522957296439 -0.16563852251995179 0.014487311203836227 -0.093637327832931827 -0.064220740946216714 0.033745239666877661 -0.04190633525769856 -0.18667684617367658 -0.019415745014945668 0.038225095452349866 -0.11351690888404847 -0.0880768302150748 0.034979549152549451 -0.063148320383495757 -0.048044874351471666 -0.013474454513186072 -0.0061140798285471212 0.030101540476083755 -0.016132964217104018 -0.068645840555074666 -0.14562298113649541 -0.0035877012419312411 -0.076832813657820229 0.13200682155464008 0.025062162492815683 0.055434333339662238
leaf_weight=53 24 32 1609 40 1491 21 51 22 36 191 37 22 24 81 34 22 82 27 20 61 183 50 34 21 22 49 20 23 109 85
leaf_count=53 24 32 1609 40 1491 21 51 22 36 191 37 22 24 81 34 22 82 27 20 61 183 50 34 21 22 49 20 23 109 85
internal_value=0 0.00284415 -0.000575847 -0.00236595 0.00240402 -0.009918 -0.0362679 -0.0611574 -0.00488816 0.00735248 -0.0173724 -0.0300331 -0.0994102 0.0130991 -0.0166241 -0.0302424 -0.0114919 0.00156915 0.0187003 -0.0347224 -0.0156659 0.0156868 0.0122971 0.023812 -0.0154911 -0.0475986 0.0309767 0.0507011 0.00926449 0.0349865
internal_weight=0 2078 1641 2498 1531 967 155 104 812 410 402 284 46 118 238 185 151 129 102 83 219 437 413 292 121 71 271 142 129 119
internal_count=4576 2078 1641 2498 1531 967 155 104 812 410 402 284 46 118 238 185 151 129 102 83 219 437 413 292 121 71 271 142 129 119
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=27 1 11 3 27 9 9 19 0 5 22 22 22 19 0 15 15 15 13 13 4 7 14 3 0 15 4 1 11 4
split_gain=2.83281 11.106 7.31049 6.19118 4.26438 8.1382 9.13406 20.6928 14.8267 16.8429 13.3658 11.1239 11.2252 10.4847 9.45185 8.06901 13.7742 11.5567 15.7277 30.3858 11.7437 10.2245 10.0179 8.52099 11.2091 10.9326 8.04334 7.71685 7.55251 7.34813
threshold=2.5000000000000004 543.48026017451627 244.51761712343824 541.34018387359492 6.5000000000000009 953.51598508611016 197.26436805984741 0.85811732344775349 289.10218346425251 193.66676605190546 0.33323408590854059 -0.22652302056724755 -0.15963630689031075 0.87830520096828668 317.39839045365869 1896.5999999999999 1982.5000000000002 1791.8 75.676671862347249 72.253100336986449 674.71617858707225 1133.5721083089559 0.0038666737859656426 1002.6349493301817 391.50328851338594 739.50000000000011 356.71077056744326 841.45310371115727 403.57596767144383 278.27075184702306
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 10 -8 9 -9 -2 -10 -13 -14 26 17 -17 18 19 22 -19 -18 -16 24 25 -20 -15 28 -26 -11
right_child=4 -3 3 -5 -6 -7 7 8 11 29 -12 12 13 14 15 16 21 20 23 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0046870419150949775 0.0033191300247730226 0.07987008073500225 0.071955858772763837 -0.0010468806184473494 0.0018493579385533152 0.048822564545220569 -0.10384948580809261 -0.13040026590228079 -0.062494680776514794 0.025128674227744341 0.087175527421059093 0.060112271437214482 0.066529783513396987 -0.0018277156420729379 -0.059486563736572864 0.072368093651647744 0.060557259634758033 -0.12236924007534983 0.035274560798121538 -0.15319390026005833 -0.014000999475829305 -0.0067531035137969493 0.022418550937436523 -0.053103310781914527 0.034976092795471828 -0.041409005944799515 0.085794975310564042 0.063936014256129658 -0.0046579242055419046 -0.0536615788936615
leaf_weight=191 383 21 26 21 2678 28 23 20 33 20 20 27 20 22 28 26 24 20 23 22 20 378 32 34 63 97 20 24 203 29
leaf_count=191 383 21 26 21 2678 28 23 20 33 20 20 27 20 22 28 26 24 20 23 22 20 378 32 34 63 97 20 24 203 29
internal_value=0 0.010158 0.0040069 0.0393376 -0.000609431 -0.0046269 -0.00555588 -0.00990502 -0.00808163 -0.0530669 0.00748074 -0.00530028 -0.00355751 -0.00518543 -0.00656989 -0.0085333 0.00182774 -0.0163681 -0.0124277 -0.0526646 -0.0681851 -0.00273457 -0.0158038 -0.00499656 -0.00100722 -0.0267113 0.0398974 0.00962896 0.00472908 -0.0215023
internal_weight=0 259 238 47 4317 1639 1611 1208 1185 69 403 1116 1083 1056 1036 994 428 566 526 82 40 402 60 444 410 120 42 290 266 49
internal_count=4576 259 238 47 4317 1639 1611 1208 1185 69 403 1116 1083 1056 1036 994 428 566 526 82 40 402 60 444 410 120 42 290 266 49
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=12 11 4 18 29 11 7 12 17 22 11 25 7 18 21 7 17 12 22 22 27 11 16 22 22 9 10 9 13 25
split_gain=2.99914 10.8683 20.1858 28.0624 10.0149 4.4831 11.9805 9.66332 13.0522 10.9527 9.12356 16.4199 14.7622 11.647 11.1766 10.1893 13.4179 8.28776 7.62633 9.29424 7.35029 6.8546 6.34131 5.99483 14.1925 12.6883 11.4653 16.7744 17.3985 22.0594
threshold=351.83194237853382 285.10879607091562 225.01152265185797 1.5155598845818288 85.000000000000014 172.97408026755855 188.80446019100822 504.88397726533054 0.98667783854300461 -0.31737383096110622 139.34065623641899 0.75394231447167759 1348.0634997548166 1.4225389544790779 0.24835318861155506 340.5944339051336 1.175269101891903 1657.4073979866364 0.19110283320797603 0.27486573026401157 3.5000000000000004 153.53055492296019 890.90000000000009 0.29092667431182612 0.29545251667484079 797.40181953343483 90.407799671592784 175.53684574935417 79.246961648160564 0.73297944798284986
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 -4 -1 10 -7 8 -8 -9 -2 13 -13 15 -14 -12 -17 20 -16 21 -15 -20 23 -11 -25 26 -26 -28 29 -29
right_child=5 -3 3 -5 -6 6 7 9 -10 22 11 12 14 17 18 16 -18 -19 19 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.065457489373891259 -0.0006523958799902552 0.047020166224012006 -0.15370183600031811 -0.016854432140758567 -0.011639562853804184 -0.070502115480601799 0.00066038705925974589 -0.059979527199175209 0.095865643086532754 3.839993942560598e-05 0.027993526531955099 -0.084026001275263051 0.06783081567643777 -0.013359461245792254 0.039036843263440667 0.049675810451106153 0.14687288930639625 -0.030544246330212518 -0.014175879247486593 0.0056839195329562893 0.052181546337140554 -0.0950648647140373 0.041152489408850669 -0.091496894577391116 -0.070415666885674008 -0.085963399969041343 0.08347708641996851 -0.085794413939118394 0.012928107837523793 0.0096275823865769466
leaf_weight=23 852 26 23 43 63 25 36 32 24 2576 101 22 23 28 27 49 20 39 20 56 44 22 35 22 24 20 23 50 181 47
leaf_count=23 852 26 23 43 63 25 36 32 24 2576 101 22 23 28 27 49 20 39 20 56 44 22 35 22 24 20 23 50 181 47
internal_value=0 -0.0127254 -0.0229451 -0.0645437 0.00897942 0.000515036 -0.00155655 -0.000995107 0.0387425 -0.00178722 0.00543566 0.0169368 -0.00759479 0.031778 0.00376661 0.0482289 0.0778489 0.00658286 -0.0080212 -0.0209862 0.0266934 -0.0565463 -0.00116192 -0.00166514 -0.0136225 -0.00865654 -0.0038992 0.00140444 -0.00538574 -0.039559
internal_weight=0 178 152 66 86 4398 3095 3070 60 3010 1303 451 170 281 148 170 69 111 125 98 72 42 2978 2943 367 345 325 301 278 97
internal_count=4576 178 152 66 86 4398 3095 3070 60 3010 1303 451 170 281 148 170 69 111 125 98 72 42 2978 2943 367 345 325 301 278 97
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=8 15 21 8 6 18 0 15 13 7 13 2 2 7 25 9 9 0 10 0 0 16 13 13 0 15 21 6 18 19
split_gain=2.5058 11.1002 8.19522 5.56362 8.26457 7.38283 9.27252 14.4654 8.30446 11.9167 9.57375 6.29347 18.4987 10.446 9.64112 8.86677 6.46698 13.6295 10.9737 8.36327 14.109 7.77615 7.69009 8.58879 10.3316 10.2707 8.49818 7.55545 6.13042 8.09991
threshold=2839.1616935483876 1982.5000000000002 0.53019764686541204 2394.5686274509808 178.46311414783966 1.1999670972043748 575.47569444444457 2303.3500000000008 130.03578947368422 2040.1212368783547 198.00005558575032 1240.4823740922104 1190.4202876805473 1727.0612480389429 0.02869046250637575 415.03999343347095 542.59407424586004 876.43404301385692 439.1354239488665 802.54615384615397 754.75129358830156 762.60000000000014 224.80321172210395 137.71578980967965 558.97685185185196 1152.6499999999999 0.67200785806216146 691.981405875478 1.0926893598366594 1.0924081344173169
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 -3 11 -5 6 7 -6 9 -8 -10 12 16 14 -13 -15 18 22 19 20 21 -1 23 24 -18 -26 27 -27 -29 -30
right_child=1 2 -4 4 5 -7 8 -9 10 -11 -12 13 -14 15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.00065637988575553588 -0.078778554286275601 0.0061230738181620838 -0.031314901470006269 0.051179610580826797 0.036431365702301266 -0.014229386678304186 0.088699265345931061 -0.082400390718664451 -0.029786126482754183 0.018465773846770898 0.055311951916664839 0.021093743958044798 -0.069698125787843498 -0.048546031759730705 0.10098712632189627 0.029652512523120851 0.04687374763929382 -0.051253732401997813 -0.061061872686109235 0.05633262439479586 -0.08153966863385656 -0.045576760067771643 -0.032099883830440899 0.046877514826359629 0.061946184471959168 -0.057130438182502991 -0.070065786439756111 -0.037394826449453834 0.052285641449547948 -0.020539591362467038
leaf_weight=3246 21 225 79 48 20 110 40 21 39 61 20 44 39 29 23 29 58 31 31 25 22 39 28 99 21 20 22 20 42 24
leaf_count=3246 21 225 79 48 20 110 40 21 39 61 20 44 39 29 23 29 58 31 31 25 22 39 28 99 21 20 22 20 42 24
internal_value=0 -0.00846319 -0.00360587 0.000647033 0.0125587 0.00659791 0.0179959 -0.0244337 0.0288685 0.046281 -0.00093932 -0.000451705 -0.00118422 0.0216233 0.0485198 -0.00944676 -0.000467469 0.0121749 -0.0018396 -0.00128861 -0.00172421 -0.00118968 0.018062 0.022652 0.0110659 -0.00287272 -0.0135071 -0.00176848 0.0111064 0.0258037
internal_weight=0 325 304 4251 359 311 201 41 160 101 59 3892 3767 125 67 58 3728 365 3363 3332 3307 3285 334 306 207 149 128 106 86 66
internal_count=4576 325 304 4251 359 311 201 41 160 101 59 3892 3767 125 67 58 3728 365 3363 3332 3307 3285 334 306 207 149 128 106 86 66
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=28 20 20 10 23 17 19 17 4 14 26 20 15 23 15 28 12 12 10 23 15 15 28 16 23 20 23 10 10 12
split_gain=2.89627 8.18308 10.1194 9.27603 9.16281 14.7397 32.1547 13.4756 16.0252 13.5768 10.3504 9.18776 9.7206 9.75219 8.63681 11.1712 17.5477 8.58962 8.39833 6.43702 4.83366 13.8682 11.4945 7.6922 8.57769 15.2344 9.31603 7.49934 7.52376 8.18381
threshold=1.5000000000000002 3.907599281725584 3.2656575345453933 183.48508589609557 -0.26173189303715433 1.7162922708762982 0.75635542932743249 1.4440128784632671 344.90646056282208 0.29885782272456879 29.500000000000004 3.0947063371613859 1398.6000000000001 -0.14244108101257943 2672.8500000000004 1.0000000180025095e-35 1525.5828821512364 696.13616878035339 232.40462662337663 0.54740755080592318 433.50000000000006 489.50000000000006 8.5000000000000018 208.20000000000002 -0.19696537525946062 1.3173632120787124 -0.048576575817748158 50.975501836855742 56.106322072738131 351.83194237853382
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 17 -1 7 -7 9 -9 10 11 12 13 -6 15 18 -17 -3 -14 -4 23 22 -22 -2 -25 26 -26 -23 -29 -30
right_child=20 3 19 -5 5 6 -8 8 -10 -11 -12 -13 14 -15 -16 16 -18 -19 -20 -21 21 27 -24 24 25 -27 -28 28 29 -31
leaf_value=0.02839825366303992 0.0011919712537697465 -0.11405157835804858 0.012790327705442906 0.010894650794565678 -0.040289325509220368 0.010034042291343213 -0.16008132785558701 -0.020352725237607956 0.099741610202938313 -0.067405151788336351 -0.075257374960929158 -0.055118854815975352 -0.037910115117063894 0.035417682020679901 0.028326213087088298 0.00058239132732800815 -0.12044876390416176 -0.026882121425408585 0.023477847465815452 0.083907516412436975 0.075817687501725947 0.056899970374070109 0.0065522633343935016 -7.0124993172402563e-05 -0.050221122541032476 -0.098840997463890495 0.037888784706592564 -0.051774092191071423 -0.02868934971583861 0.0020471663313561725
leaf_weight=67 258 20 35 25 20 25 20 20 25 39 20 29 39 114 42 23 25 26 52 20 46 24 50 65 28 35 21 27 89 3247
leaf_count=67 258 20 35 25 20 25 20 20 25 39 20 29 39 114 42 23 25 26 52 20 46 24 50 65 28 35 21 27 89 3247
internal_value=0 -0.00599086 -0.00227989 -0.0381352 -0.0062999 -0.0110155 -0.0655728 -0.00553538 0.0463664 -0.0113309 -0.0053229 -0.00125694 0.00370178 0.0241181 -0.0114131 -0.0234207 -0.0624547 -0.0647819 -0.00283128 0.0386511 0.00105649 0.00226148 0.0397419 -0.00925551 -0.0273458 -0.0484519 -0.0124597 0.00119914 0.000801634 0.00122716
internal_weight=0 686 615 71 560 493 45 448 45 403 364 344 315 134 181 139 48 46 91 55 3890 3483 96 407 149 84 49 3387 3363 3336
internal_count=4576 686 615 71 560 493 45 448 45 403 364 344 315 134 181 139 48 46 91 55 3890 3483 96 407 149 84 49 3387 3363 3336
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=29 13 17 11 6 22 6 22 28 14 20 17 28 8 26 4 17 14 14 26 20 6 15 13 13 29 14 14 26 2
split_gain=2.66226 11.556 9.95816 17.0367 18.0751 17.2424 29.6642 17.3733 14.536 14.6645 13.8877 16.1734 13.6468 13.2151 14.1639 13.9953 12.4368 11.7389 26.0658 22.454 15.6007 12.0769 11.6941 11.3043 27.2711 28.1894 14.0615 19.342 19.1593 16.5121
threshold=85.000000000000014 58.95970040304524 1.2868079807289365 228.02017874775302 282.66199011163093 0.031650381419158415 318.61426879817355 -0.18675153021439506 10.500000000000002 0.23687581940938995 2.3037043684985155 1.4440128784632671 4.5000000000000009 334.25488362387847 5.5000000000000009 189.35127460657483 1.6407631453589739 0.041131257482124463 0.026754033340912507 10.500000000000002 4.1006422829606111 429.0535568538325 941.10000000000002 75.126230566486171 72.253100336986449 185.00000000000003 0.24325015116019766 0.16500865051903116 7.5000000000000009 1044.1261235491363
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 4 13 7 -7 -5 -9 -10 11 -8 -13 -4 15 -15 -17 18 -2 21 23 22 -20 24 25 -19 27 28 -25 -28
right_child=2 -3 3 5 -6 6 10 8 9 -11 -12 12 -14 14 -16 16 -18 20 19 -21 -22 -23 -24 26 -26 -27 29 -29 -30 -31
leaf_value=-0.06687208563089371 0.0050329542738461472 -0.0020870926920527866 -0.0068288675896762008 -0.073657619735846919 0.088115200996398926 -0.1472816272137257 -0.12859788126578289 0.014993884981824801 -0.08180446682900594 0.0036134951832619585 0.018286570850759746 0.038186095058918006 -0.078633449631743138 -0.072621552888304006 0.063415496658888612 0.070835315472712476 -0.028406995113777079 -0.10360082204919308 -0.0012538298857040131 -0.14223041299730541 0.096256484029193734 0.027967399500053503 -0.091543146979529422 0.050981366798620337 -0.11771295621991158 0.024126678080422674 0.015197450834619031 0.10621283075919277 -0.021749498188081716 -0.068953785629799744
leaf_weight=28 1091 1652 455 36 25 26 21 195 37 44 40 20 20 20 63 28 23 20 26 20 24 29 32 110 20 127 226 38 54 26
leaf_count=28 1091 1652 455 36 25 26 21 195 37 44 40 20 20 20 63 28 23 20 26 20 24 29 32 110 20 127 226 38 54 26
internal_value=0 -0.00316684 0.00183712 -0.00592069 0.00483472 -0.0209636 -0.0520265 -0.00831935 0.000203029 -0.0354046 -0.0275053 -0.0575328 -0.0202237 0.0012999 0.0289013 -0.00172399 0.026079 0.00626955 0.000413539 -0.0466872 0.0171463 -0.0247233 -0.0510686 0.0140889 -0.00815681 0.00674879 0.0222718 0.0419285 0.0270334 0.00651518
internal_weight=0 1680 2896 1053 614 439 127 312 276 81 101 61 40 589 134 71 51 1843 1198 107 645 87 58 621 167 147 454 202 164 252
internal_count=4576 1680 2896 1053 614 439 127 312 276 81 101 61 40 589 134 71 51 1843 1198 107 645 87 58 621 167 147 454 202 164 252
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=14 2 0 16 8 0 11 10 16 0 16 11 22 22 10 18 21 2 0 0 7 5 22 20 26 7 20 11 20 21
split_gain=2.70436 8.33006 7.20134 12.7548 6.95431 8.07392 8.35365 7.29521 6.60971 10.3285 11.3874 10.1601 6.45218 6.17557 5.54754 5.08589 7.71422 7.31169 6.55544 11.2441 14.9048 10.1121 5.29447 17.7465 15.6533 18.4985 12.9185 12.9012 11.7897 11.8182
threshold=0.41109320299941315 847.45936485369634 525.05078125000011 476.10000000000008 290.55202194675888 352.86766060928466 101.30961434003261 89.129671987638588 439.50000000000006 270.191391941392 240.15000000000003 94.980358766494675 -0.11626453182828238 -0.055605005834736175 109.29377892301221 1.0085732215403618 0.58418987276000733 172.71422688332549 111.49122735742006 125.72423328305682 215.0619277414788 167.44463573910531 -0.047055633476728864 2.2886079426088894 11.500000000000002 177.7401729564879 2.4490034509225391 235.3899534140192 1.4579916833284703 1.205719606444688
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=15 2 4 -4 5 8 -7 -8 9 10 11 -2 -6 -14 -11 16 -1 -17 21 20 -20 -19 23 28 25 -25 -27 -28 -21 -30
right_child=1 -3 3 -5 12 6 7 -9 -10 14 -12 -13 13 -15 -16 17 -18 18 19 22 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.0061276306863874202 -0.0016594183536759325 0.050212153151813078 -0.094416403400246054 0.0047029168017812678 0.067105562119361237 -0.077173342970623227 0.028904923552181574 -0.034805918319105379 -0.037114471367870765 0.084217477795378914 -0.056644465974890271 0.072748294889926915 -0.02733607509213945 0.043799376946229207 0.022881336417049172 -0.054062189269237795 0.076864497008777802 0.0072960551081766899 0.0068708247151868101 0.032835979558612137 -0.092866641931956817 0.072135083618220588 0.00097347588267375116 -0.0052255137462397013 0.040172138783548562 -0.14471098460877937 -0.10037326456914689 -8.4153222648993784e-05 -0.014921244574946186 0.016028655666247969
leaf_weight=24 69 41 20 37 34 22 32 41 24 29 26 25 23 26 30 26 21 141 29 88 31 29 2948 49 21 24 29 23 443 171
leaf_count=24 69 41 20 37 34 22 32 41 24 29 26 25 23 26 30 26 21 141 29 88 31 29 2948 49 21 24 29 23 443 171
internal_value=0 0.00710976 0.00307506 -0.0300758 0.00803463 0.000904538 -0.0231568 -0.00687788 0.0121648 0.0187721 0.00192876 0.0181299 0.0336343 0.0104093 0.0530296 -0.000831236 0.032602 -0.00120253 -0.000861164 -0.00170843 -0.0446602 0.0183568 -0.00102953 -0.00799281 -0.0397141 -0.053135 -0.084024 -0.0560146 -0.00139551 -0.00630165
internal_weight=0 479 438 57 381 298 95 73 203 179 120 94 83 49 59 4097 45 4052 4026 3856 60 170 3796 848 146 125 76 52 702 614
internal_count=4576 479 438 57 381 298 95 73 203 179 120 94 83 49 59 4097 45 4052 4026 3856 60 170 3796 848 146 125 76 52 702 614
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=14 14 2 10 4 18 8 8 11 19 2 27 25 25 8 18 0 9 0 0 29 15 8 28 2 11 8 8 25 2
split_gain=2.46076 12.2426 6.21605 10.1206 13.0356 8.73329 6.15329 8.95259 9.60681 10.2385 13.4369 10.7139 8.78961 18.9197 18.4487 17.5975 6.92447 6.80576 10.7516 17.1216 14.8822 27.9194 15.3947 16.7004 13.9724 13.6799 8.63023 10.4854 10.0894 8.23836
threshold=0.00073818223639720789 0.00078555982896205071 1240.4823740922104 686.56438680991971 990.33880837359106 1.1428963500513325 2412.149870801034 2007.5240384615388 241.6693049864742 1.0659090130650868 909.17357878764983 7.5000000000000009 0.79091744125708063 0.75747401812236048 1595.8500615763548 1.3137006087516541 782.81302521008422 552.4709491158427 521.78284985908988 510.15631906771154 20.500000000000004 1800.3 1057.436070381232 23.500000000000004 977.5069526245112 598.7851154971994 420.67584824599982 481.90312473820899 -0.044464830808001919 893.17863054164241
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 6 -5 -6 7 12 -9 -10 -11 -12 13 17 -15 -14 -8 18 19 -3 21 -20 24 29 25 26 28 -28 -22 -24
right_child=1 2 -4 4 5 -7 16 8 9 10 11 -13 15 14 -16 -17 -18 -19 20 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0048692323639548561 0.07383722123568473 0.0011460148065064691 0.017710571498540922 -0.08123330597366607 0.040035905599594121 -0.044416385299215717 0.050891496140199402 -0.080789757758378988 0.052666761204600336 -0.092781423129465274 -0.032310644432664945 0.046565962915953538 0.089877151045948275 -0.13597696652635932 -0.00015103232115507126 -0.016729795256008703 -0.019143036194145681 0.017589087587633358 -0.00031311013218429358 0.062731343119040786 -0.0023703930034701315 -0.15405145424107713 0.05857847784485283 -0.057135003346663264 -0.097878871625289326 -0.086935276305302983 0.073263581081603968 -0.0054653972644230419 -0.095365438498556609 0.0072761373813537995
leaf_weight=846 23 2423 202 35 25 24 48 25 20 23 51 26 32 20 20 30 20 233 27 46 28 21 58 26 24 24 21 87 20 68
leaf_count=846 23 2423 202 35 25 24 48 25 20 23 51 26 32 20 20 30 20 233 27 46 28 21 58 26 24 24 21 87 20 68
internal_value=0 0.00110439 0.00065312 -0.000329935 -0.0346222 -0.00132848 0.000512084 -9.1885e-05 -0.0243966 -0.012648 -0.025711 -0.00567698 0.00100668 0.000271851 -0.068064 0.0382931 0.0302931 0.0011519 -0.000181153 0.00229341 -0.0153042 -0.0675736 -0.00825661 0.0158343 -0.0262067 -0.0166504 -0.0058374 0.00984302 -0.0411183 0.0308915
internal_weight=0 3730 3707 3505 84 49 3421 3353 145 120 100 77 3208 3146 40 62 68 3106 2873 2469 404 48 356 152 204 180 156 108 48 126
internal_count=4576 3730 3707 3505 84 49 3421 3353 145 120 100 77 3208 3146 40 62 68 3106 2873 2469 404 48 356 152 204 180 156 108 48 126
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=28 20 18 20 23 13 21 23 20 21 0 20 24 3 0 13 0 13 21 29 19 19 0 13 28 14 24 24 28 13
split_gain=2.67821 10.878 17.58 17.2309 10.8354 9.71059 7.80984 11.2867 9.64589 9.29122 10.6907 9.25726 8.62789 8.05267 10.6111 18.3277 19.848 12.8895 10.975 8.72662 8.064 7.51217 16.7904 6.78157 6.75904 7.71373 11.964 9.96582 8.91301 13.544
threshold=2.5000000000000004 3.8510033458874617 1.3712516475937084 3.2461048476036329 -0.32125772012455761 112.86487510839352 0.66707712887900317 0.39193137140026491 3.0947063371613859 0.5736329469036654 424.5372720298929 1.2958264838248674 0.57911569529486373 285.46300563294835 309.13039681103413 132.00032981530345 483.64693233082716 110.49761398220868 0.96008260618366648 200.00000000000003 0.81390182336816419 0.83600820219406791 514.89360611020197 163.66264277730707 4.5000000000000009 0.011744882968671332 0.41689664084673961 0.42612906458775263 3.5000000000000004 105.19340504118038
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 3 -3 4 -1 -5 8 11 9 12 -11 -8 21 19 -15 16 17 18 -16 -13 -21 -6 -23 -14 25 27 -27 -2 -29 -30
right_child=24 2 -4 5 6 -7 7 -9 -10 10 -12 13 23 14 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.031301010218826503 -0.045790157665280586 -0.095619468278054037 -0.0062275120790934932 0.072567778651384598 0.028276962367817762 -0.0018241044050747797 0.046106108262514073 -0.079804473569882781 -0.055956857861882009 0.07693661216114249 0.0062382663854143837 0.029333417787079197 0.0030605393206225894 -0.076670997411527331 -0.088280112883792478 0.012799312396612215 -0.10676114755506452 0.04938392855581783 0.0089174943843058178 -0.075768407732248313 0.012955876641596357 -0.11609728649258613 -0.014027848014613637 0.06027202927149259 -0.00081778083007813009 0.012547803484845002 0.068005627480357198 -0.017425255854340162 0.0042348868850454252 0.090312601745128632
leaf_weight=74 47 33 66 47 24 28 24 28 27 35 55 61 102 38 26 95 37 21 21 20 21 20 83 26 2888 408 43 85 68 25
leaf_count=74 47 33 66 47 24 28 24 28 27 35 55 61 102 38 26 95 37 21 21 20 21 20 83 26 2888 408 43 85 68 25
internal_value=0 -0.00454002 -0.0360248 -0.001126 -0.00523586 0.0447948 -0.00877477 -0.018624 0.001604 0.00610876 0.0337321 -0.0139178 -0.00364064 -0.0181548 -0.0282297 -0.0190259 -0.0478201 -0.0157493 -0.0448514 0.00535337 -0.0303243 -0.0221072 -0.0338472 0.0146816 0.00128914 0.0102903 0.0178354 -0.00483332 0.00598113 0.0273741
internal_weight=0 1012 99 913 838 75 764 392 372 345 90 364 255 340 238 200 105 68 47 102 41 127 103 128 3564 676 451 225 178 93
internal_count=4576 1012 99 913 838 75 764 392 372 345 90 364 255 340 238 200 105 68 47 102 41 127 103 128 3564 676 451 225 178 93
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=13 16 9 12 12 0 12 0 26 4 13 12 16 0 10 12 16 26 12 18 28 3 11 11 13 4 28 18 13 13
split_gain=2.8832 14.6385 8.13472 15.223 10.4202 10.3149 10.0401 12.5723 7.00425 7.12172 6.8782 5.82944 5.68229 4.86465 4.51234 7.08086 6.07476 16.3015 12.691 12.322 15.8785 13.716 10.6392 24.0168 10.2266 9.99038 9.13927 15.0504 11.6667 10.3567
threshold=197.99468085106386 562.70000000000016 160.25935234793573 908.84207798343812 3519.9570830048274 355.63626764539816 4295.7296832802103 570.18580609621756 3.5000000000000004 761.67415303220025 196.39223710539503 4295.7296832802103 433.05000000000007 379.07851851851859 842.71580406654357 2557.1138465878207 558.40000000000009 5.5000000000000009 763.86843384478323 1.4253876720715943 15.500000000000002 1482.3386731391588 373.20729631329664 132.56534281772633 108.82381682334218 737.06424919317362 19.500000000000004 1.1690095611455049 142.1962359230715 106.937894431424
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 12 -4 5 -5 7 -6 -3 -10 11 14 -2 -7 16 -16 -1 18 -18 20 21 22 23 -19 -24 -21 28 -28 29 -20
right_child=1 8 3 4 6 13 -8 -9 9 -11 -12 -13 -14 -15 15 -17 17 19 26 25 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.002287154397921386 -0.0043306347688720111 -0.011984253073892287 -0.10987893477082254 0.048818339253294062 -0.13398327556039608 -0.061081176925273178 0.0076838445450578413 -0.033771692624976556 0.0035740295276045805 0.071291796090762791 0.050244984443166434 -0.047628201268613342 0.054424323663115504 -0.0088768498038779165 0.053849598010511784 -0.019661025144159794 0.060850147559846704 -0.034368611049527924 0.011271000441433077 0.063623960982435029 0.0042283191760184198 0.011845162732061 -0.084411235628206113 -0.18274446386843921 -0.02347508418315556 -0.016821689629241042 0.030635399615456319 -0.057595590059043328 0.048439571001740588 -0.037506650388240817
leaf_weight=3240 93 31 20 29 21 21 21 31 25 41 28 25 20 119 38 20 38 24 166 26 82 32 42 20 80 38 29 58 59 59
leaf_count=3240 93 31 20 29 21 21 21 31 25 41 28 25 20 119 38 20 38 24 166 26 82 32 42 20 80 38 29 58 59 59
internal_value=0 -0.00740163 -0.0163583 -0.0260309 -0.0191014 -0.00546342 -0.0506741 -0.0742418 0.0272248 0.0456411 0.000851259 0.00051195 0.00606847 -0.0167075 0.000809038 0.0285011 0.000406799 -0.00768397 0.00580982 -0.0237275 -0.0327759 -0.0481009 -0.0596567 -0.101812 -0.0444531 0.0158594 0.000172266 -0.0281853 0.00885925 -0.00151958
internal_weight=0 472 375 262 242 169 73 52 97 66 4104 4076 113 140 4051 58 3993 753 409 344 280 198 166 44 122 64 371 87 284 225
internal_count=4576 472 375 262 242 169 73 52 97 66 4104 4076 113 140 4051 58 3993 753 409 344 280 198 166 44 122 64 371 87 284 225
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=4 13 13 29 12 4 14 3 1 12 12 12 4 16 16 14 14 25 29 2 1 1 2 14 19 23 8 16 19 21
split_gain=2.75102 11.6663 14.8776 11.9166 8.76366 9.0242 12.3887 14.1915 8.75758 11.6767 7.59069 7.55632 8.29965 32.1245 14.9857 7.94396 29.7048 12.4517 19.4541 8.71682 14.5439 8.62903 8.45402 13.0429 9.12739 8.29255 15.8579 14.1377 12.1143 11.6397
threshold=385.43965417068279 63.942999802569247 65.004597201423465 75.500000000000014 2476.0840774282829 411.70645914526693 0.25074950435444554 387.80712607536049 393.42949317643661 2537.6186367558244 735.21017610438355 554.61054811020301 458.24853006272298 403.67500000000007 468.50000000000006 0.043413467707130456 0.029397889487845077 0.056851907912939058 65.000000000000014 710.53089771503005 630.67690428041794 460.36785872531624 1044.1261235491363 0.011014788679149576 1.3706759025738353 -0.053324182296400395 545.53165298395572 451.62500000000006 0.87830520096828668 0.80406475188905002
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 3 -3 -2 5 6 7 -4 -6 -10 -5 -7 13 -13 -15 16 19 25 -19 21 -21 -14 23 24 -22 26 28 -27 -17 -28
right_child=1 2 4 10 8 11 -8 -9 9 -11 -12 12 15 14 -16 17 -18 18 -20 20 22 -23 -24 -25 -26 27 29 -29 -30 -31
leaf_value=-0.0023821678946145137 -0.01596553208572524 -0.04738728166748693 0.11975733475840611 0.032578060626983645 -0.046530202603898944 0.036058450097294706 -0.019709491684581294 0.029216849382833712 -0.068889192864298829 -0.00055496212819858878 0.11865920637335098 0.015392254308098928 0.0074341735669544761 -0.15234188299537416 -0.032875905860038031 0.070806364115813508 -0.090123895535038578 -0.001974333177965421 0.094032809255725672 0.052405956786658082 -0.063581690434200158 -0.081227077964855288 0.0098860821628956111 0.046715074522501752 -0.0027187422087246726 0.016535692353112003 0.099207136845763988 -0.056276596259946625 -0.0061475998626367469 0.020910477664235028
leaf_weight=2354 21 61 23 20 50 73 33 70 26 654 21 80 21 21 21 23 36 39 46 63 56 23 304 23 44 60 34 48 185 43
leaf_count=2354 21 61 23 20 50 73 33 70 26 654 21 80 21 21 21 23 36 39 46 63 56 23 304 23 44 60 34 48 185 43
internal_value=0 0.00252368 0.00129606 0.0452924 0.00271087 0.00742929 0.03293 0.0516086 -0.00613777 -0.00316774 0.0766684 0.00484434 0.00289679 -0.0217885 -0.0926089 0.00577045 -0.00220241 0.0152778 0.0499825 0.00372488 0.00755345 -0.0389115 0.00093587 -0.021185 -0.036802 0.00777175 0.0167138 -0.0158253 0.00236173 0.055483
internal_weight=0 2222 2160 62 2099 1369 126 93 730 680 41 1243 1170 122 42 1048 570 478 85 534 490 44 427 123 100 393 285 108 208 77
internal_count=4576 2222 2160 62 2099 1369 126 93 730 680 41 1243 1170 122 42 1048 570 478 85 534 490 44 427 123 100 393 285 108 208 77
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=13 21 18 15 18 19 13 9 10 28 13 20 18 21 25 2 4 11 20 7 12 17 15 15 4 20 15 19 25 24
split_gain=2.4816 5.8661 3.02613 7.94276 4.08402 9.65837 7.35899 13.4628 10.5429 5.96876 9.5868 13.5116 27.1225 13.868 11.3805 11.194 16.4546 29.8225 18.095 9.32673 14.7768 16.2883 8.30903 13.1935 8.071 12.014 9.06146 7.10394 6.85241 13.9502
threshold=58.645378715572377 0.7123317035977752 2.0165996304859859 567.00000000000011 1.6336978639766044 1.9155910066395678 64.907398504273516 81.407739373448607 58.756385945343006 2.5000000000000004 171.31861029907159 3.8510033458874617 1.361780979003927 0.66707712887900317 -0.040755992748822745 427.96318401097824 458.24853006272298 292.00175742601238 2.2578886972713006 1114.0018993283204 2178.1782608209064 0.99764289749287671 1204.95 1451.0000000000002 447.5161527143012 2.3879572121848049 609.14999999999975 1.1647943891462769 -0.065185053647943456 -0.050765655188603577
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 -4 5 9 7 -6 -8 10 11 13 -13 19 -15 -16 17 18 -17 -2 27 -22 -18 -24 26 -26 -12 -21 29 -11
right_child=2 -3 3 -5 6 -7 8 -9 -10 28 24 12 -14 14 15 16 22 -19 -20 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.056001066833734514 0.029600769342125761 0.014800386198542334 0.00079619650384538793 -0.061066024467862891 -0.013794028323710614 -0.059874084702244514 0.06828612036382159 0.086508059586776653 -0.00084456194110296581 0.00094745010395066531 -0.0097062796354293827 -0.13743659636378289 -0.0046599664073437453 0.0037015012029660956 0.0048305394091442523 -0.10785067387856545 0.015042766029281278 -0.19014745816588402 0.026666998602449893 0.056806523477037754 0.022557101994752887 -0.089998103199630156 -0.1044729982871407 -0.011922867331913738 0.018630955924556866 -0.055524145174891716 0.067748133330182592 0.00024324376136064529 0.0036608995105830936 -0.047685002728744791
leaf_weight=25 115 22 73 29 23 27 24 32 273 217 23 25 40 109 51 20 35 20 20 27 20 36 24 43 74 31 44 125 2868 81
leaf_count=25 115 22 73 29 23 27 24 32 273 217 23 25 40 109 51 20 35 20 20 27 20 36 24 43 74 31 44 125 2868 81
internal_value=0 -0.02286 0.000237231 -0.0167921 0.000629593 -0.000263089 0.0109639 0.0445636 0.00474176 0.000134514 -0.00714065 -0.0122721 -0.0557279 -0.00789281 -0.0225787 -0.0360272 -0.0488899 -0.0904437 -0.0405918 0.00674762 -0.00588754 -0.0497998 -0.0244465 -0.0450752 0.0140414 -0.00326245 0.0411593 0.0102907 0.00216127 -0.0122714
internal_weight=0 47 4529 102 4427 4075 352 55 297 4048 882 710 65 645 322 213 162 60 40 323 208 56 102 67 172 105 67 152 3166 298
internal_count=4576 47 4529 102 4427 4075 352 55 297 4048 882 710 65 645 322 213 162 60 40 323 208 56 102 67 172 105 67 152 3166 298
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=8 15 21 15 7 7 18 8 10 3 18 23 24 10 8 10 24 18 15 5 15 11 18 26 26 1 10 15 6 7
split_gain=2.47411 9.02497 6.78908 9.06702 4.81844 13.6643 21.2317 12.247 18.7961 11.5678 11.0757 10.5184 11.2057 11.5024 10.172 10.9184 8.72944 8.56188 8.40701 39.3461 8.94774 8.38268 13.8562 7.4231 10.2537 6.76315 6.67614 6.49718 5.97693 16.6506
threshold=2839.1616935483876 1982.5000000000002 0.41314270374686407 2945.5000000000005 1512.6910645093146 1391.1867293198675 1.1690095611455049 1721.3600357355569 127.6771699039265 807.30609803113509 1.2804006525239651 0.5305464031798458 0.4786448704063912 254.10312544638734 2007.5240384615388 205.34765606595997 0.31554715833780017 1.2425352302846215 1595.2 135.11223536737239 1922.2 155.4789740725225 1.3206990476701168 1.0000000180025095e-35 5.5000000000000009 692.85153546999766 151.37634408602153 1204.95 478.93109374648674 792.83262194933172
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 -3 5 7 -7 11 -9 10 -6 12 28 23 15 -8 -10 -18 21 -20 -21 22 -13 -14 -25 -17 -26 -23 29 -1
right_child=1 2 -4 -5 9 6 14 8 16 -11 -12 18 13 -15 -16 25 17 -19 19 20 -22 27 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0020883234066825288 -0.071812284170162111 0.049998003315261524 -0.013187933520032558 -0.016497403061067738 0.0004223471241337913 -0.10273544046794997 -0.02674005483195447 0.10474751652390868 0.068200317841200606 0.0040076706698746424 0.083783421504336431 0.072610475269279315 -0.002593702220150994 -0.035537083504291682 -0.076163333654403698 0.07698524727020413 -0.055743841502977454 0.016537834190877908 -0.16126518025994302 -0.051480201681454979 0.019024863239998621 -0.067851648967841571 -0.013806781521575018 0.081228635344162303 -0.0067439258524349763 -0.0025262372568249703 0.065682183429598806 -0.0050011176213095171 0.0071681212840660515 -0.059428587942742389
leaf_weight=1939 21 46 221 37 28 32 57 27 21 800 37 28 36 26 20 23 23 57 22 30 45 29 55 53 35 20 20 38 698 52
leaf_count=1939 21 46 221 37 28 32 57 27 21 800 37 28 36 26 20 23 23 57 22 30 45 29 55 53 35 20 20 38 698 52
internal_value=0 -0.0084095 -0.0040297 0.0203555 0.000642928 -0.00105873 -0.0303608 0.000318487 0.0306323 0.00730399 0.047874 -0.000930764 0.00077971 0.0256787 -0.0110609 0.00195953 0.0108194 -0.00424315 -0.0207293 -0.0436714 -0.00917716 -0.00589347 0.015346 0.0367316 0.04984 0.0400032 0.0195928 -0.0322051 -0.000794421 -0.00358591
internal_weight=0 325 304 83 4251 3386 152 3234 128 865 65 3106 2859 170 120 100 101 80 247 97 75 150 83 144 108 43 55 67 2689 1991
internal_count=4576 325 304 83 4251 3386 152 3234 128 865 65 3106 2859 170 120 100 101 80 247 97 75 150 83 144 108 43 55 67 2689 1991
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=27 2 2 7 7 24 21 17 7 20 23 10 20 23 23 10 2 15 10 10 15 17 20 21 20 14 20 4 20 4
split_gain=2.48453 6.98395 7.42633 10.2912 20.9904 11.3404 11.058 9.6585 10.8403 9.56729 12.9134 12.3452 21.4875 9.67276 21.4363 14.2194 10.1319 12.8465 15.5596 12.4939 12.1187 8.06982 10.702 7.66986 7.63192 6.87465 6.76647 10.2568 7.9315 12.6817
threshold=8.5000000000000018 172.71422688332549 339.94644946265953 248.71383281320556 224.68859093777755 0.018405647642850655 0.17043917694773017 1.5321720549641069 312.85799075880897 2.1366296971063519 -0.25261108762459172 164.60552296504926 1.6497617281139154 0.23069609173838757 0.033762642308791023 261.31984131250613 377.72016136370132 1067.0000000000002 125.7921284954589 275.69064461089926 1408.7 0.92115565021412005 3.1468187966093049 1.291560638345804 1.8740770614085769 0.0046633656436994792 4.3328193936407482 162.8599219485229 4.0284018105817863 207.02791262135926
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=26 -2 -3 4 5 23 -5 9 -9 10 -8 12 -12 14 -11 -16 -15 -18 -19 20 25 -22 -23 -4 -13 -20 28 -28 -1 -30
right_child=1 2 3 6 -6 -7 7 8 -10 13 11 24 -14 16 15 -17 17 18 19 -21 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0011915378534485032 -0.062803740714443848 0.012825548380514862 -0.077088701383521169 -0.065167463703879297 -0.11953335612391432 0.052510505262762311 0.040517338365316395 -0.0021852794724206131 0.096196033557256075 0.033064202505459148 -0.017234978219494223 -0.039709358103573324 -0.13836790273414443 -0.042063259990776286 -0.088790655770200372 0.01188256007153541 0.072583135403692725 0.035784101302898122 -0.034343825812850684 0.031233760884101944 0.045666560189177592 -0.05987605272847063 0.025351995115096754 0.0028584591113030911 0.02990144870377013 -0.11110682636499405 -0.025001552452643711 0.052928721342693302 0.0218395755227123 -0.078807017916152564
leaf_weight=3396 20 227 24 28 24 20 24 24 21 41 32 36 27 34 47 20 35 126 28 53 24 34 26 24 28 20 24 57 21 31
leaf_count=3396 20 227 24 28 24 20 24 24 21 41 32 36 27 34 47 20 35 126 28 53 24 34 26 24 28 20 24 57 21 31
internal_value=0 -0.00427791 -0.00313817 -0.00766788 -0.0391317 -0.0107546 -0.00357936 -0.00104338 0.043726 -0.00421601 -0.0265805 -0.0396728 -0.0726687 0.00252084 -0.0238878 -0.0587389 0.0100264 0.0151451 0.00868098 -0.00977844 -0.0262455 -0.00334091 -0.0229439 -0.0371151 -0.00925463 -0.0663284 0.00126919 0.0298383 0.00059805 -0.0381613
internal_weight=0 1047 1027 800 92 68 708 680 45 635 147 123 59 488 108 67 380 346 311 185 132 84 60 48 64 48 3529 81 3448 52
internal_count=4576 1047 1027 800 92 68 708 680 45 635 147 123 59 488 108 67 380 346 311 185 132 84 60 48 64 48 3529 81 3448 52
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=21 5 21 28 0 0 21 9 13 22 21 28 4 18 12 13 14 22 5 12 18 17 3 14 25 28 22 25 25 9
split_gain=2.42276 7.19766 5.92123 10.8887 8.17164 5.07771 3.38358 6.89879 3.78334 22.9539 8.21086 11.987 11.3058 16.715 15.3241 26.5989 22.6587 9.9722 16.7749 9.8206 11.6215 7.22511 12.5253 7.20027 6.51305 9.0105 7.09038 6.27397 12.3981 11.7402
threshold=0.11496492584935514 96.159075692360048 0.17985657932621843 7.5000000000000009 449.0791913633347 352.86766060928466 0.21082082346539666 220.066600992411 103.98626142277622 0.39098768157605662 0.56277827333713937 28.500000000000004 340.02088620981391 1.4392156250935528 2265.9880153670638 162.00812878546387 0.0073465863477010342 0.24531595490676791 399.40060898205786 3584.2863511697146 1.1681884857877003 2.0125826997191938 244.39113980451916 0.1112862752305251 0.53340591037721952 3.5000000000000004 0.29780900997009446 -0.012757804725771512 -0.018370074495868586 90.421539229493561
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 5 -5 -2 7 -4 21 10 12 19 13 14 -10 16 -16 -14 -19 27 23 -8 -23 -21 25 -20 -27 28 -12 -29
right_child=2 -3 6 4 -6 -7 8 -9 9 -11 11 -13 17 -15 15 -17 -18 18 24 20 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.012408340415966355 -0.031288026021793487 0.049989351867475308 -0.013392288953065873 -0.019500405036590316 -0.10671072886103677 0.034684092782637371 -0.0037725761292580584 0.0582904159316215 0.0054603987721768962 0.10466709783808753 0.0034208389916015897 0.069966028386662757 -0.0085369214116929326 -0.11193863649852574 -0.034264968471093608 0.0025818433156427072 -0.1794864304186333 0.079274311116896576 -0.035181124599295711 -0.022363499924540522 -0.037919294344527385 -0.0002842224838042801 0.093583353892678314 0.047544037983478872 -0.036359034354488055 0.086934767667913734 0.0094593569912292345 0.078292434449706766 -0.073229696811176845 0.012045864250782566
leaf_weight=38 20 36 25 22 21 28 2266 29 131 22 517 29 261 20 22 49 21 40 21 26 105 44 21 34 30 21 27 28 22 600
leaf_count=38 20 36 25 22 21 28 2266 29 131 22 517 29 261 20 22 49 21 40 21 26 105 44 21 34 30 21 27 28 22 600
internal_value=0 0.0179473 -0.000295002 -0.0255444 -0.0620915 0.00719571 0.000225899 0.025104 -8.24363e-05 0.00307835 0.0019631 0.00636279 -0.00734946 -0.0243621 -0.0165077 -0.0477884 -0.105187 0.00298574 0.0246218 0.00497804 -0.0178575 -0.00282965 0.0300422 0.0172508 0.00253998 0.0194526 0.0433548 0.00820671 0.000292246 0.0149995
internal_weight=0 74 4502 91 43 48 4411 54 4357 2026 2004 1361 643 243 223 92 43 400 139 1332 165 2331 65 60 99 69 48 1167 539 628
internal_count=4576 74 4502 91 43 48 4411 54 4357 2026 2004 1361 643 243 223 92 43 400 139 1332 165 2331 65 60 99 69 48 1167 539 628
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=22 23 19 19 0 14 0 0 14 14 28 0 9 27 19 21 28 28 9 23 3 28 8 19 19 23 6 3 14 19
split_gain=2.7268 18.898 39.9385 7.05336 7.0461 6.95493 6.8072 7.0599 5.87377 11.0515 10.2387 8.28778 5.39819 7.67318 7.72545 6.99012 6.57883 6.58926 7.42901 5.34008 10.7173 5.84583 5.08441 5.06357 23.6036 14.7348 9.93128 17.502 9.12071 9.11515
threshold=-0.17286638422276931 -0.17904505301528703 0.80951290922395469 1.4379423853902373 167.43103834940572 0.28740750031355833 216.86748633879785 239.24005713962438 0.47791418100761757 0.41398872641587714 13.500000000000002 415.34076054664291 319.72857142857146 7.5000000000000009 1.0204800793962441 1.1203529582924758 21.500000000000004 11.500000000000002 160.25935234793573 -0.26731554228174759 294.04586548386703 6.5000000000000009 354.73834805568077 0.85811732344775349 0.84484604215170245 -0.21453042956334104 400.79007093782337 390.51795356444859 0.41109320299941315 0.75635542932743249
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 3 -3 4 -1 -5 -6 -8 9 12 11 -10 13 16 15 -15 17 18 -9 20 -2 -22 -19 24 25 -21 27 -27 -25 -28
right_child=19 2 -4 5 6 -7 7 8 10 -11 -12 -13 -14 14 -16 -17 -18 22 -20 23 21 -23 -24 28 -26 26 29 -29 -30 -31
leaf_value=0.045722714711078694 0.089709064364433294 0.012684143910494945 -0.16246547796156097 -0.065445282403767735 -0.042841252955523407 -0.0066365867975305337 0.05949897054921497 0.05995371181618523 0.014216609186295307 -0.065954825335315298 -0.023495928642730562 0.089708719674784401 -0.047666655374424799 -0.074927297447408947 0.025255362468737143 -0.0029205093518472635 0.072145305254629685 -0.052973787706683984 -0.01061148065328598 -0.086917853429913525 0.043062240787996697 -0.017846335172653199 0.016691868156194688 0.00097718115078265647 -0.085793644582500328 3.8995410659604001e-05 -0.013623409056226197 -0.08985715106777524 0.034738654497920012 0.064692516199180067
leaf_weight=38 20 30 23 30 33 61 22 37 33 28 31 26 21 28 27 26 21 22 25 20 26 40 20 3310 37 371 23 23 82 42
leaf_count=38 20 30 23 30 33 61 22 37 33 28 31 26 21 28 27 26 21 22 25 20 26 40 20 3310 37 371 23 23 82 42
internal_value=0 -0.00639478 -0.0633242 -0.000691081 0.00457217 -0.0260241 0.000662863 0.00457468 0.00107226 -0.0066795 0.0230356 0.0474843 0.000631997 0.00555565 -0.0184198 -0.0402574 0.0210917 0.0107828 0.0315 0.000931839 0.0255808 0.00614795 -0.0197997 0.000389411 -0.00883958 -0.00289532 0.000765795 -0.00520875 0.00179335 0.0369807
internal_weight=0 582 53 529 438 91 400 367 345 255 90 59 227 206 81 54 125 104 62 3994 86 66 42 3908 516 479 459 394 3392 65
internal_count=4576 582 53 529 438 91 400 367 345 255 90 59 227 206 81 54 125 104 62 3994 86 66 42 3908 516 479 459 394 3392 65
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=13 22 22 8 8 8 8 13 18 9 19 15 0 0 13 10 1 22 8 15 9 22 22 0 18 18 10 9 15 15
split_gain=2.42607 8.42858 9.92369 24.7758 7.69795 14.9303 9.32065 7.59326 7.28857 7.65407 5.70917 12.8963 9.11699 6.27826 5.24356 5.54139 7.8938 7.15845 5.1307 4.2371 4.01909 3.80643 8.36374 16.6952 5.80749 10.1508 4.8061 5.36491 5.78011 10.674
threshold=197.99468085106386 0.36599578665120125 0.14983300012016235 1302.4149797570853 669.08992771581995 617.89756889452019 512.53777173913056 216.87143023242197 1.2381894249847889 199.85297805642637 0.88817240014424959 517.50000000000011 434.48949508641141 298.7895536125173 187.000698817386 109.29377892301221 612.87909581351562 -0.19790016146629807 2042.4595238095242 1507.8500000000001 275.30161558075179 -0.17286638422276931 -0.18675153021439506 351.03225806451616 1.1467684789692469 1.2361311050267443 40.487205904857156 68.040829456703165 341.00000000000006 379.44999999999987
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=14 2 4 -4 5 6 10 -6 9 -5 11 13 20 -2 21 -16 17 -17 -18 -9 -12 22 24 -24 -1 -26 -23 -28 -29 -30
right_child=1 -3 3 8 7 -7 -8 19 -10 -11 12 -13 -14 -15 15 16 18 -19 -20 -21 -22 26 23 -25 25 -27 27 28 29 -31
leaf_value=0.033587445402027745 0.0040515786575269887 0.056737724170088766 -0.10481942324766091 0.01446352258876518 -0.0053546141618146352 -0.087146301632342132 0.045608848103267312 0.072312122991969513 0.032431270148663316 -0.055561535040269033 0.02578797807916999 0.050590947001344637 -0.083871657199536764 -0.062104841794532087 0.066505560084161433 0.024060218073427678 0.070713559939311096 -0.048959037205525517 0.005874617624541988 0.015663846161054529 -0.037608290184289218 0.044998572152107952 -0.10671165914585193 0.011240215677147111 -0.076759653631597757 -0.0036999750876370863 -0.050647669211030012 0.026894022377077928 -0.053519970075123838 0.001226298850074652
leaf_weight=38 32 20 35 27 52 23 34 31 32 37 20 36 24 26 22 25 26 29 23 23 20 25 24 24 20 387 20 86 36 3319
leaf_count=38 32 20 35 27 52 23 34 31 32 37 20 36 24 26 22 25 26 29 23 23 20 25 24 24 20 387 20 86 36 3319
internal_value=0 -0.00678956 -0.0096005 -0.032795 -0.000134851 -0.0110083 -0.00188764 0.0219199 -0.00653605 -0.0260197 -0.0121084 0.00357658 -0.0351457 -0.0256047 0.000780866 0.0209479 0.0112171 -0.0151538 0.040279 0.0481842 -0.00591016 0.000147321 -0.00807723 -0.0477357 -0.00379946 -0.00729013 0.00131046 0.000994886 0.00129505 0.000638858
internal_weight=0 472 452 131 321 215 192 106 96 64 158 94 64 58 4104 125 103 54 49 54 40 3979 493 48 445 407 3486 3461 3441 3355
internal_count=4576 472 452 131 321 215 192 106 96 64 158 94 64 58 4104 125 103 54 49 54 40 3979 493 48 445 407 3486 3461 3441 3355
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=13 8 27 17 20 17 20 23 18 26 9 13 13 18 18 9 22 8 12 20 18 22 24 2 24 12 20 12 20 12
split_gain=2.28746 5.60145 2.73669 11.8136 22.8749 11.3765 8.71954 8.93064 9.31923 7.75861 17.9769 13.1564 12.5096 10.0267 22.0444 8.13949 9.03216 15.2144 6.99858 5.50553 6.13829 6.83816 6.54304 5.46758 5.01086 4.92875 4.87868 4.43741 12.1683 6.82661
threshold=58.645378715572377 385.9319095079893 9.5000000000000018 1.4403160747171289 2.1965159719447462 1.3590635747551962 4.3328193936407482 0.59119232016339651 1.2513498325193551 1.0000000180025095e-35 187.92348440511336 64.980588915408077 65.999524203230109 1.6336978639766044 1.2135666423830413 214.8364086599689 0.26323639613015287 222.58840679128795 506.81268780815134 3.907599281725584 1.2491306825988484 0.29329587597872814 0.67224418909010264 372.93665949943204 0.46686471519691608 1066.0339138943252 4.1006422829606111 351.83194237853382 3.3992438165284788 394.55342469836404
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 6 5 -5 9 27 8 -8 10 -4 15 13 14 -12 16 17 -11 -14 20 22 24 -13 -20 -22 -10 -18 28 -2 -29
right_child=2 -3 3 4 -6 -7 7 -9 25 11 12 19 18 -15 -16 -17 26 -19 23 -21 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.014853473380208017 0.00083175098385523862 -0.054332432597875596 -0.093692712891580807 0.021947247934128559 -0.097852746981221275 0.069256485185839919 0.095079094707965855 -0.024339213751256469 0.056629637198952532 -0.010795002643551146 -0.00072275325655937197 -0.060579325140199883 0.067450841320678592 0.0026047048864491062 -0.14396225102245808 0.071616566093224629 -0.046979758593564236 0.11107428338378669 -0.040000614989548926 -0.058073848877878247 0.0059728505276143559 0.046536787737877054 0.011906953342258931 0.016617675486839179 -0.045770449315508208 0.00012551851962742052 0.01989417664706707 0.046164008438812965 -0.090478527024388314 0.00047740761072334798
leaf_weight=22 54 25 28 28 37 22 25 25 26 21 22 33 20 33 21 36 24 20 23 21 85 33 20 66 24 38 20 33 20 3671
leaf_count=22 54 25 28 28 37 22 25 25 26 21 22 33 20 33 21 36 24 20 23 21 85 33 20 66 24 38 20 33 20 3671
internal_value=0 -0.0219475 0.000227762 -0.00584839 -0.0462466 -0.00125768 0.00122224 0.0284705 0.0433047 -0.00407825 -0.0190177 0.00536422 -0.00771559 -0.0388573 -0.0706769 0.0317633 0.0148842 0.0486534 0.0139979 -0.00942414 -0.00418494 0.00665433 -0.033226 0.00198598 -0.00542017 0.0230803 -0.0165825 0.000400032 -0.0238467 0.000884443
internal_weight=0 47 4529 637 65 572 3892 114 89 550 213 337 185 76 43 121 85 41 109 216 195 142 53 89 109 64 44 3778 74 3704
internal_count=4576 47 4529 637 65 572 3892 114 89 550 213 337 185 76 43 121 85 41 109 216 195 142 53 89 109 64 44 3778 74 3704
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=8 21 11 13 7 25 8 19 18 21 16 7 7 7 18 8 25 1 8 18 24 8 13 19 26 23 16 29 6 11
split_gain=2.25534 7.65963 9.81911 10.1444 4.1097 10.2309 6.36139 5.74149 9.11406 6.50955 6.24453 5.67707 3.34642 11.0283 15.8813 9.13967 10.2426 12.699 12.1303 12.336 11.0167 8.38971 9.63808 7.94445 7.85401 10.1045 7.6134 11.2568 7.47059 6.90583
threshold=2839.1616935483876 0.54569883402667207 101.30961434003261 108.82381682334218 2327.8472985347994 0.7835478090274498 3092.2678571428573 1.0644644689173852 1.1736681080708702 0.50135446385178895 583.15000000000009 2545.0124911362032 1512.6910645093146 1391.1867293198675 1.1690095611455049 1721.3600357355569 0.75394231447167759 350.40545111107303 1583.0125786163524 1.2612425587349738 0.73114702323600544 2007.5240384615388 65.184414811893859 2.0836014158926237 36.500000000000007 -0.022829711222170614 210.07500000000002 125.00000000000001 200.58562367864695 770.23032679738571
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=12 4 -3 -4 5 -2 11 9 -9 10 -8 -6 13 15 -15 16 18 -18 20 -20 24 22 -16 28 29 -26 -24 -28 -17 -1
right_child=1 2 3 -5 6 -7 7 8 -10 -11 -12 -13 -14 14 21 23 17 -19 19 -21 -22 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=0.0022268367909045145 0.006072877771979155 0.018551346324384214 -0.11597473607176828 -0.018806218830021947 0.07334537884706388 -0.077770218066871177 0.00089116086019203067 -0.071004194987040983 0.005854508642935091 -0.035692023308947683 0.066869646540054908 0.0086258546929016255 0.0061649590395148742 -0.089723368725390176 -0.057068145783110105 0.071606082550999595 7.4324485930529513e-05 -0.080010901629510855 0.0047942282855510717 -0.091060669977089462 0.053939794233212102 -0.069561328142881393 0.071079412791877988 -0.026609811283971954 -0.0037148945485100601 -0.09379400745965541 0.046735295129043092 -0.041584751490623725 0.016930899311410032 -0.020939968098644859
leaf_weight=2745 43 20 21 22 23 22 32 27 36 20 26 33 865 32 22 41 44 36 25 29 39 20 20 23 33 20 27 31 64 135
leaf_count=2745 43 20 21 22 23 22 32 27 36 20 26 33 865 32 22 41 44 36 25 29 39 20 20 23 33 20 27 31 64 135
internal_value=0 -0.0080291 -0.0393362 -0.0662606 -0.00050106 -0.0223048 0.00669306 -0.00463166 -0.0270849 0.0135037 0.0304677 0.0352071 0.000613845 -0.000804262 -0.0271287 0.000433002 -0.000646193 -0.035964 0.000287524 -0.0466834 0.00114097 -0.0104368 0.00138815 0.0266203 0.000438902 -0.037707 0.0178758 -0.000470247 0.0382803 0.00114089
internal_weight=0 325 63 43 262 65 197 141 63 78 58 56 4251 3386 152 3234 3106 80 3026 54 2972 120 100 128 2933 53 78 58 105 2880
internal_count=4576 325 63 43 262 65 197 141 63 78 58 56 4251 3386 152 3234 3106 80 3026 54 2972 120 100 128 2933 53 78 58 105 2880
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=27 13 13 20 28 9 24 24 9 25 19 11 5 13 13 3 0 0 20 3 28 20 20 3 24 25 13 20 0 10
split_gain=2.22274 4.8863 10.5516 11.7627 10.8337 9.11024 8.76405 13.5521 9.17331 9.16445 11.5565 14.0612 30.2348 16.4741 9.19506 8.19365 7.34116 7.04042 9.12653 7.15583 9.44455 7.78745 8.32848 8.98879 7.53293 6.39211 6.59057 6.19664 8.14319 6.11184
threshold=6.5000000000000009 128.83896588122465 132.00032981530345 3.4511566412024712 1.0000000180025095e-35 828.1422534715872 0.0069558234562951083 -0.026094837676234706 322.14489745941756 -0.0025686383277719314 1.0233764144351565 287.74752772187611 350.05846874407422 105.19340504118038 65.999524203230109 332.16662105081031 547.9773406051163 489.11079812206577 2.4326673165828727 1053.9050282771284 23.500000000000004 2.0429982659610864 2.8130015327446345 814.9401030679968 0.46686471519691608 0.77268990762891121 64.937960155792169 1.847534744414755 415.34076054664291 125.02894487730286
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 4 -4 6 7 27 29 -8 11 15 -13 -14 25 -11 17 19 -19 20 21 -16 23 24 -23 26 -12 28 -1 -9
right_child=-2 2 3 -5 -6 -7 9 8 -10 10 14 12 13 -15 16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.05502519170857139 0.0018554284728982133 -0.070301062307719681 -0.061609942493960262 -0.063344794777887209 0.00038763338790901954 0.060460603177547458 0.060484870433531429 -0.070712009251117702 -0.10904966741800309 -0.019948681236969103 0.010665522469207645 -0.16050133866905525 -0.060321022040443498 0.055373261272907259 -0.032734863402541073 0.056461205495440439 -0.002634377996686713 0.1052110411960166 0.020958961626618273 -0.02437928080558777 0.066529635257191133 0.037354329895032082 0.0053522414283361285 -0.0047734874977984213 0.10413972828537227 -0.048082632580122284 -0.032952820629162612 -0.02205149860523057 -0.022198161855340005 -0.0079789919667968123
leaf_weight=36 2678 28 30 35 466 25 27 25 20 36 100 20 32 20 34 23 280 20 36 45 36 57 200 33 24 43 53 51 22 41
leaf_count=36 2678 28 30 35 466 25 27 25 20 36 100 20 32 20 34 23 280 20 36 45 36 57 200 33 24 43 53 51 22 41
internal_value=0 -0.00261793 -0.0104708 -0.00731587 -0.00336222 0.000660434 -0.000477317 -0.0200411 -0.0497201 0.00293192 0.00150891 -0.026354 -0.0560116 -0.0158232 0.00530708 0.00983822 0.0102583 0.0177015 0.051049 0.0133485 0.0177697 0.0127255 0.017648 0.0392195 0.0571426 -0.0140179 -0.0044441 0.00337542 0.0257336 -0.0317415
internal_weight=0 1898 559 531 496 1339 1314 195 86 1119 1092 131 72 52 961 59 765 485 56 429 384 348 314 114 81 196 153 109 58 66
internal_count=4576 1898 559 531 496 1339 1314 195 86 1119 1092 131 72 52 961 59 765 485 56 429 384 348 314 114 81 196 153 109 58 66
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=13 29 21 22 12 21 13 0 24 21 18 21 29 27 23 27 12 22 22 12 27 20 27 13 8 13 13 11 21 0
split_gain=2.07604 4.83253 2.52087 7.32184 4.93722 3.35058 9.51473 9.24178 5.88478 2.79311 6.29713 3.64252 20.524 3.09073 5.81487 5.56271 16.8176 13.2532 17.0305 10.0156 11.025 28.64 9.7103 9.53182 9.86183 9.72676 10.4126 8.89796 8.59341 7.72422
threshold=58.645378715572377 105.00000000000001 0.11496492584935514 0.22613728944206041 670.30807092945759 0.17985657932621843 113.99820717131475 502.5608753597208 0.81452309261724976 0.21082082346539666 1.2939260520407438 0.23857055769835836 125.00000000000001 6.5000000000000009 0.83438090108265617 9.5000000000000018 659.10873783496845 0.37043436691377946 0.31742834546774024 1525.5828821512364 8.5000000000000018 1.9110254530391322 7.5000000000000009 59.993317291834508 1583.0125786163524 62.066581726160756 64.907398504273516 62.189742889840709 0.5273338275962095 339.16159420289858
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 4 -2 6 7 8 -4 10 -7 12 -11 14 -13 16 -15 18 19 20 29 -22 -20 24 -17 -25 -27 -21 -23 -18
right_child=2 -3 5 -5 -6 9 -8 -9 -10 11 -12 13 -14 15 -16 23 17 -19 22 27 21 28 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.058165476322174073 -0.032490841268251344 0.0066888984913627313 0.0095678873021998231 0.062532847203314298 0.032159417956357912 0.049101483054897366 -0.073103075635541845 0.049925328046083454 -0.065295681818610146 -0.087433208994291453 -0.021613885182887316 -0.0020359675246927125 0.03586696242844617 0.08842109899269418 -0.044406841819485031 0.066046990986381268 0.055622697731091103 0.056611635347709383 0.0011525458512971034 0.062816288257422664 -0.094876172255586699 0.074298716220073405 -0.07696978318982009 -0.070091544097970027 -0.014390534814447166 0.049753006224830948 -0.011076393756514933 0.00011378179976612572 0.0027786055546520014 0.017575470076570676
leaf_weight=20 27 27 21 25 21 34 24 24 21 27 20 1751 27 24 33 35 91 47 26 23 27 24 41 26 27 30 454 1414 56 129
leaf_count=20 27 27 21 25 21 34 24 24 21 27 20 1751 27 24 33 35 91 47 26 23 27 24 41 26 27 30 454 1414 56 129
internal_value=0 -0.0209087 0.000216982 0.0186495 -0.00420635 -8.49881e-05 -0.0191839 0.000423094 -0.0278639 0.000308713 0.0229106 2.56656e-05 -0.0257831 0.000352973 -0.00281973 0.00264081 0.00524119 0.00417818 0.00283227 0.00471184 0.0205077 -0.00582136 -0.0466537 -0.0060059 0.0310177 -0.0105068 -0.00730598 0.00111737 0.0242346 0.0333132
internal_weight=0 47 4529 73 48 4456 90 66 42 4366 54 4312 54 4258 1784 2474 1902 1878 1831 1764 327 107 67 572 62 510 484 1437 80 220
internal_count=4576 47 4529 73 48 4456 90 66 42 4366 54 4312 54 4258 1784 2474 1902 1878 1831 1764 327 107 67 572 62 510 484 1437 80 220
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=4 4 14 24 26 15 8 10 16 4 1 0 8 14 10 4 12 16 8 12 0 4 10 0 8 22 14 10 24 4
split_gain=2.24301 5.53731 9.17774 8.19053 5.77261 11.1657 12.8295 8.7946 6.83774 4.70201 8.35467 11.1005 9.82178 18.8482 7.02374 6.5923 15.7656 8.90392 7.76986 8.36755 7.44097 9.31939 5.38378 5.1877 7.55653 9.87255 6.58675 5.92031 8.18448 5.43102
threshold=162.8599219485229 146.70697222380122 0.011014788679149576 0.1959208713451758 1.5000000000000002 1865.5999999999997 462.46887994534876 132.99415148609782 151.37500000000003 205.02070777867326 319.80882701190228 578.23663522012589 2042.4595238095242 0.00057248836476887018 121.75946231904969 248.78712401693892 416.20059794900402 94.500000000000014 164.29126671127179 3224.1264735820341 111.49122735742006 290.76645860635682 88.276228419654728 754.75129358830156 362.14932842458433 -0.09225887135569559 0.048590236473466969 165.22604743042518 0.72530971471653227 234.09366495085303
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 -4 7 6 8 -1 -6 10 -2 12 13 -12 22 16 -11 -18 -19 23 21 -17 -15 24 25 -20 27 29 -29 -26
right_child=9 2 3 -5 5 -7 -8 -9 -10 15 11 -13 -14 14 -16 20 17 18 19 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00066788274933524594 -0.002529305141099324 -0.077115145032127796 -0.04072169802255101 0.043710482381284242 -0.082546297125518323 -0.085117009353070039 0.04173019794481142 0.058159815093442313 -0.00084598239156461895 -0.084147086579884803 -0.045397225136940299 -0.018373686817940323 0.098198792219162001 0.058911915225061506 0.084529864053065729 -0.0067910547114231378 -0.072083833869546657 0.038744178141197877 -0.0004451178522272544 0.047970499634742737 0.00060840020489962888 0.082449296042323122 -0.012775332601740958 -0.042848679803787398 0.023610823513830412 -0.069088375959545381 0.052594635473645263 -0.072685649847755066 0.0023345162584023043 -0.013441364371494666
leaf_weight=141 198 28 27 20 20 21 35 31 21 28 26 40 25 22 37 22 20 39 44 25 3333 25 20 47 85 40 23 26 33 74
leaf_count=141 198 28 27 20 20 21 35 31 21 28 26 40 25 22 37 22 20 39 44 25 3333 25 20 47 85 40 23 26 33 74
internal_value=0 -0.00776543 -0.0317933 -0.00479311 -0.0010662 -0.0205731 -0.00273861 0.00993478 -0.0406998 0.000631217 0.0114322 0.0276933 0.0418677 0.0284555 0.0527615 -0.000397449 -0.0113127 -0.00684046 -0.00384765 -0.00803173 0.00116557 0.0406772 0.0247751 -0.0117953 -0.00730453 -0.0331324 0.00169771 -0.00367215 -0.0307252 0.00636641
internal_weight=0 344 75 47 269 97 76 172 41 4232 368 170 130 105 79 3864 484 456 436 397 3380 47 42 372 325 84 241 218 59 159
internal_count=4576 344 75 47 269 97 76 172 41 4232 368 170 130 105 79 3864 484 456 436 397 3380 47 42 372 325 84 241 218 59 159
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=22 15 4 7 21 16 12 17 1 22 6 12 12 19 0 9 9 2 13 13 22 13 21 19 19 13 6 6 19 9
split_gain=2.14016 8.24254 7.12433 14.2181 12.2345 15.4811 13.384 11.615 7.11279 8.8077 6.66173 6.0923 13.2518 6.28322 5.44566 14.2141 4.3561 4.83194 4.16488 4.02306 3.94216 3.90628 3.8705 3.12477 10.0912 11.0969 8.2328 10.7582 9.54967 7.58633
threshold=-0.17286638422276931 1346.899999999998 537.12065214680786 255.20735580104619 1.0209193429546783 260.42500000000007 2576.8796008480963 1.7016973564714839 407.13100937254018 -0.20209974776099696 89.786303574481693 2653.6309859123098 2258.2340887086048 1.3478785752489941 463.54697712418306 152.77680025753344 79.632124143629227 438.99123191076933 170.36442893644721 297.20472699046002 -0.16340053264850096 77.313655951618159 1.5567159045196342 0.85811732344775349 0.84484604215170245 65.593913085909264 318.61426879817355 273.92637946619089 0.83104840291424709 204.31181516537569
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 7 -7 -1 9 11 -9 12 13 16 15 -4 -6 -18 -16 20 -2 -15 23 24 25 -22 27 29 -28 -27
right_child=19 -3 14 -5 8 6 -8 10 -10 -11 -12 -13 -14 21 18 -17 17 -19 -20 -21 22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.033997215015725016 0.034081216084046496 -0.057632905540281332 -0.0059197170558867845 -0.070199328166033539 0.047614273838698866 0.12707434952968644 0.017758184780056276 -0.0040029989691295976 -0.069321383515615828 -0.057387616038322459 -0.082147658178582786 0.046624635617164054 -0.083782483459938148 -0.0066066601691213813 -0.025466138176206091 0.08706603186024775 -0.019634703138754483 0.03291156228631735 0.027664456546306612 -0.031135067630272645 -0.069059012581904736 -0.061460035182535649 0.035474155488191175 0.0016548125211188478 -0.057037091607580317 -0.0055068852997059567 0.0096752544537790728 -0.053332144439530875 0.08179383336735721 0.055754861697046604
leaf_weight=42 36 29 35 35 30 21 24 24 23 35 20 22 21 37 36 31 42 30 25 39 24 20 32 3377 37 249 111 45 22 22
leaf_count=42 36 29 35 35 30 21 24 24 23 35 20 22 21 37 36 31 42 30 25 39 24 20 32 3377 37 249 111 45 22 22
internal_value=0 -0.0056653 -0.00294006 -0.00913742 -0.00367152 0.021249 0.0687724 -0.00361793 -0.0162276 -0.011075 -0.0395233 -0.00305059 -0.00912201 0.000738808 0.0178479 0.0377554 0.0155992 0.00225957 -0.0036913 0.00082554 0.0011407 -0.0258535 0.000838109 0.000552965 -0.00674299 -0.00280878 0.000732436 -0.00805239 0.0216046 -0.000533607
internal_weight=0 582 553 426 391 131 45 86 260 237 44 202 180 159 127 66 102 72 61 3994 3955 57 3919 3887 510 473 449 316 133 271
internal_count=4576 582 553 426 391 131 45 86 260 237 44 202 180 159 127 66 102 72 61 3994 3955 57 3919 3887 510 473 449 316 133 271
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=14 20 21 21 15 21 12 20 26 6 9 6 20 20 0 6 23 0 0 26 26 25 23 12 26 8 8 15 23 7
split_gain=2.11677 6.7572 6.97375 11.8958 6.35381 5.41854 4.98593 4.02297 13.5271 16.6609 9.20889 12.0528 7.79831 9.06377 7.21757 8.62498 6.53299 37.0269 7.53919 6.64879 6.73242 5.75383 21.8745 9.27822 7.30058 5.75184 5.35152 16.775 8.33623 13.1011
threshold=0.4238187432604647 1.3941936722084667 0.99474320779773728 0.87102282451474278 757.22500000000048 0.8864196088914057 2537.6186367558244 1.4579916833284703 11.500000000000002 419.33775470006333 152.77680025753344 992.52909069414375 1.7494544222999704 1.7219881226533775 725.34448315225961 443.8417386726573 0.040118236358343433 703.16944444444459 831.81161347517741 24.500000000000004 14.500000000000002 -0.065185053647943456 -0.18365114071712263 2389.5233875733306 9.5000000000000018 540.20147044063049 264.55421447196005 533.50000000000011 -0.27717917203487358 134.09727189069281
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 5 3 4 -3 6 -2 8 10 -10 -1 14 13 16 15 -12 18 -18 19 20 21 22 23 -9 -23 -15 28 -28 -14 -30
right_child=1 2 -4 -5 -6 -7 -8 12 9 -11 11 -13 26 25 -16 -17 17 -19 -20 -21 -22 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.067465912968700012 0.0065271479551858433 0.042272486747242516 0.0052654506690085453 0.089731922144851373 -0.025011189274489882 -0.054518511484969751 -0.037913568666385067 0.056843251346920934 0.020613262527867368 -0.076511278771089791 -0.016340619712871939 0.06526560581881892 0.004165772824953483 -0.016200444882824308 -0.048645247613873198 0.060232689798188715 -0.10999108949942249 0.034453964088526037 -0.058734357830447462 -0.045049997256137432 0.051524458983196665 -0.00044090658653593757 -0.10262984063709156 -0.022181775296727817 0.04656724538654089 -0.087191335059702404 0.03790801186877929 6.1810525853065959e-05 -0.081642670259886502 -0.011289452997747288
leaf_weight=43 136 32 172 31 25 22 31 24 38 33 38 33 135 21 27 24 35 36 24 32 26 253 25 39 38 25 122 2926 37 93
leaf_count=43 136 32 172 31 25 22 31 24 38 33 38 33 135 21 27 24 35 36 24 32 26 253 25 39 38 25 122 2926 37 93
internal_value=0 0.0065206 0.0169799 0.0398765 0.0127621 -0.00786791 -0.00172233 -0.000709414 0.011968 -0.0245291 0.0276728 0.0136474 -0.00147834 -0.0121964 -0.00549192 0.0133007 -0.00851415 -0.0367513 -0.00416525 -0.00116832 0.00229888 -0.00107808 -0.0234841 0.007923 0.00569761 -0.0547825 0.000391584 0.00157665 -0.0132389 -0.0313131
internal_weight=0 449 260 88 57 189 167 4127 236 71 165 122 3891 578 89 62 532 71 461 437 405 379 88 63 291 46 3313 3048 265 130
internal_count=4576 449 260 88 57 189 167 4127 236 71 165 122 3891 578 89 62 532 71 461 437 405 379 88 63 291 46 3313 3048 265 130
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=22 23 21 3 2 26 15 3 15 7 28 4 11 26 17 21 18 26 23 16 28 25 25 25 13 23 18 25 13 15
split_gain=1.81835 14.5179 26.1687 5.31628 5.27728 10.1828 5.51374 11.3228 8.47562 7.47553 6.07424 5.00513 10.9056 4.79872 4.7854 4.5327 4.21056 4.19816 3.92218 9.93403 4.23154 3.11951 15.6943 7.66038 11.7418 6.02858 7.85993 5.97842 9.43864 9.63627
threshold=-0.17286638422276931 -0.17904505301528703 0.86150353004777502 837.47165385038909 786.75968435871425 1.5000000000000002 722.14999999999793 531.48330285639724 687.79999999999757 262.27559786508988 13.500000000000002 361.78088953948088 186.85364648356224 8.5000000000000018 1.6221422600209325 0.94572146789380362 1.5686021306738567 2.5000000000000004 -0.26731554228174759 398.07500000000005 4.5000000000000009 -0.064530729725098143 -0.066479899109142954 -0.045398015002551723 183.94371214820094 -0.15958674018125762 1.1226439089744698 -0.025993958743008926 142.1962359230715 743.25000000000011
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 3 -3 4 6 -6 8 9 11 14 -9 13 16 17 -8 -15 -13 -1 19 -2 -21 22 -20 24 25 -23 -27 28 -25 -30
right_child=18 2 -4 -5 5 -7 7 10 -10 -11 -12 12 -14 15 -16 -17 -18 -19 21 20 -22 23 -24 27 -26 26 -28 -29 29 -31
leaf_value=0.0071810017041570974 0.079854046375575402 0.0018032611231319608 -0.14185942973819607 -0.042627695761621003 -0.0064863972606197494 0.080275423809265112 0.01008349295867526 0.04851578707706982 0.065322167900475597 -0.096102196350693711 -0.023640228100121022 -0.083613700160513754 0.021353819997816839 0.01184442773969336 -0.049716535513289278 -0.051646157354116443 -0.020876462361775341 0.042749270064417616 -0.0026980642940183197 0.033044811130429695 -0.01931050513920031 0.00932399611523811 -0.09342647668506418 -0.037971263249831584 -0.019187323330883303 0.013137089980541375 0.07857643699466281 0.00082289534261526572 -0.035064987652003769 0.057262643178154785
leaf_weight=135 22 32 21 28 31 24 23 28 22 20 20 23 34 22 32 23 20 44 207 26 38 47 21 96 51 29 50 3361 20 26
leaf_count=135 22 32 21 28 31 24 23 28 22 20 20 23 34 22 32 23 20 44 207 26 38 47 21 96 51 29 50 3361 20 26
internal_value=0 -0.00522201 -0.0551197 -0.00022281 0.00214712 0.0313733 -0.001457 -0.0194749 0.00540431 -0.0437474 0.0184508 0.00102493 -0.020969 0.00858535 -0.0247093 -0.0206063 -0.0544336 0.015924 0.000760944 0.0218855 0.00195884 0.000296074 -0.0110546 0.000999324 0.0212965 0.0376827 0.0545544 -2.62521e-05 -0.0201247 0.0171202
internal_weight=0 582 53 529 501 55 446 123 323 75 48 301 77 224 55 45 43 179 3994 86 64 3908 228 3680 177 126 79 3503 142 46
internal_count=4576 582 53 529 501 55 446 123 323 75 48 301 77 224 55 45 43 179 3994 86 64 3908 228 3680 177 126 79 3503 142 46
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=14 14 13 24 22 24 22 29 2 25 14 14 11 24 8 13 13 27 24 14 10 17 13 2 23 24 11 22 27 10
split_gain=2.01846 8.72679 11.4883 8.71881 7.90081 27.2354 14.162 11.6431 20.976 19.3645 14.7637 21.5667 17.376 25.1319 15.3735 20.7536 10.1474 9.32902 9.18135 8.12845 8.14077 7.86759 8.25405 12.4878 7.13392 17.496 14.242 9.62 7.5744 6.75257
threshold=0.057089363938411103 0.079264904504428316 71.998165448470516 0.37640865860437905 -0.0058559772480992495 0.23551980540063203 0.019386600524519463 170.00000000000003 1235.9030363229335 0.75528078944395116 0.025173325401282826 0.043413467707130456 321.2027591724929 0.48945983572265694 1098.4254080190196 110.49761398220868 93.000542299349249 8.5000000000000018 0.31055104855022769 0.036188004613610159 205.34765606595997 1.4519470415653102 125.99871747893003 684.98965425912399 0.065722985215076482 0.074876600106469571 291.25047709923666 0.087043877322473109 7.5000000000000009 93.469424460431668
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 24 5 17 -6 29 9 10 12 14 16 -14 15 18 -9 19 -12 -1 -21 22 -4 -24 27 -26 28 -3 -27 -8
right_child=1 3 21 -5 6 -7 7 8 -10 -11 11 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0050044062151573601 -0.034554596175439656 -0.00057081485262878127 0.039260548391030173 0.042068895134919633 0.049827003113248135 -0.11268437854929031 0.021474127085974418 0.088093575328588483 0.04855181370408107 -0.12462348990142345 -0.001518964171409607 0.01917438339894741 0.014550609248831418 -0.12751157075166702 0.0022353559998529301 -0.16168019758271321 0.0064794716544640382 0.058286629049107433 -0.097338305115699769 -0.082413352746516469 -0.003044556236515443 0.073801420092144437 -0.04464378596245739 0.045788984430524024 -0.11027918690931984 -0.0077565157297635225 0.050953690127814838 0.053192123390652025 -0.079454733803868305 -0.00043336637250450985
leaf_weight=80 32 1576 96 48 55 28 152 25 39 20 20 36 33 20 21 28 39 20 20 28 24 34 37 26 20 41 29 34 23 1892
leaf_count=80 32 1576 96 48 55 28 152 25 39 20 20 36 33 20 21 28 39 20 20 28 24 34 37 26 20 41 29 34 23 1892
internal_value=0 0.0023878 0.0209387 3.09612e-05 -0.0018473 -0.022054 -0.0003318 -0.00150823 -0.0198702 -0.0300552 -0.0222396 -0.0461358 0.00329041 -0.0390578 -0.0725534 -0.0956499 0.03836 -0.00535894 -0.0494286 -0.0150022 -0.0457816 0.0301397 0.0208032 -0.00732233 -0.00114015 -0.0254283 -0.00718085 0.000564552 -0.0335231 0.00119576
internal_weight=0 1996 225 1771 2580 180 2400 2345 301 262 242 125 117 53 89 68 64 152 40 132 52 193 159 63 1723 113 93 1610 64 2044
internal_count=4576 1996 225 1771 2580 180 2400 2345 301 262 242 125 117 53 89 68 64 152 40 132 52 193 159 63 1723 113 93 1610 64 2044
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=29 19 26 23 23 20 13 20 20 9 9 20 17 10 10 23 8 8 0 7 24 24 1 24 0 24 23 24 23 17
split_gain=2.22497 9.35014 7.46005 9.22502 9.6861 7.26699 9.90948 19.9357 9.49109 22.3179 9.91715 9.29944 9.04205 8.7786 10.894 8.51093 11.1802 13.1955 8.34432 8.11776 7.95346 17.2896 7.38947 6.97061 6.92924 6.85351 7.87473 6.53032 6.44263 6.19069
threshold=85.000000000000014 0.72728158571443857 12.500000000000002 0.21264035455689503 0.50072734459919088 3.1119018431729075 63.942999802569247 2.2966605299592842 2.6737968448081109 182.83607843748624 391.32485913427809 2.8573690516074399 1.5428690346560154 136.68181818181822 115.77927773980407 0.15900223116265244 1909.1833333333336 2062.5763888888891 335.38464170715025 312.85799075880897 0.71775150672357946 0.81452309261724976 274.83533089948736 0.17730206820453445 239.24005713962438 -0.042650987940198941 -0.011811010835636434 0.53648503624833943 0.48135926596504913 1.2968700921453189
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 5 25 -5 6 7 -3 12 -10 18 -12 15 14 27 23 -17 -18 -11 -14 22 -22 -15 -8 -24 -4 -27 -7 -29 -2
right_child=29 2 3 4 -6 13 8 -9 9 10 11 -13 19 20 -16 16 17 -19 -20 -21 21 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.060426479772381164 0.0050603596394460616 -0.13123983626952396 -0.015594360622621718 -0.035522368445966117 0.034151668736012657 0.040311834485962608 -0.011049669430807721 -0.0054172378909938482 -0.098239117615028404 0.0539082907885313 -0.0068051299745483067 -0.087600757428926646 0.0034290915138886443 -0.022462776150383487 0.080831017872939503 0.036609894028041774 -0.075420163160500431 0.0019085575190005675 -0.0097385457354701235 0.085677492538733149 -0.10306349675292555 0.020936857717937199 0.067307686319817678 -0.051477952696839163 0.0073082203863354374 0.084257912699665344 0.021314916331523465 -0.054154966839335184 0.022375664927742699 -0.0046433383956188349
leaf_weight=23 1887 20 21 53 32 39 329 34 36 25 28 29 28 71 30 86 24 274 117 21 23 22 23 49 118 35 46 22 22 1009
leaf_count=23 1887 20 21 53 32 39 329 34 36 25 28 29 28 71 30 86 24 274 117 21 23 22 23 49 118 35 46 22 22 1009
internal_value=0 -0.0028951 -0.00377404 0.0150385 -0.00929214 -0.0061672 -0.010245 -0.0520182 -0.00808842 -0.0257842 -0.0126767 -0.0479117 -0.0029608 0.00595591 0.0291854 -0.00563838 0.00484717 -0.00431926 0.00146688 0.0386784 -0.00425782 -0.0424411 0.00384712 -0.0162904 0.0170954 0.035314 0.0485125 0.0105183 -0.0158897 0.00167948
internal_weight=0 1680 1657 187 85 1470 1100 54 1046 235 199 57 811 370 113 762 384 298 142 49 257 45 212 378 141 102 81 83 44 2896
internal_count=4576 1680 1657 187 85 1470 1100 54 1046 235 199 57 811 370 113 762 384 298 142 49 257 45 212 378 141 102 81 83 44 2896
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=8 17 2 28 13 14 7 13 17 2 2 18 7 14 13 17 24 2 13 8 8 17 23 17 28 18 7 7 14 23
split_gain=1.85532 6.83346 6.47848 5.43669 5.21278 4.50039 5.04499 4.41034 5.16164 3.77271 8.93124 7.39282 10.4985 6.88844 5.2879 5.25332 5.20128 3.99064 5.41153 3.68644 8.15033 3.43688 3.30638 3.02651 7.55231 2.94487 2.67133 7.5805 9.45026 6.3464
threshold=2839.1616935483876 1.0036949892784801 1264.9569755574305 22.500000000000004 157.99305428325474 2.3853681865369591e-05 2596.4005492123142 92.945541764600122 1.0782410728399703 1240.4823740922104 1225.715058344613 1.1445637741595545 1727.0612480389429 0.00012195270527152152 64.980588915408077 0.99900552409207788 0.031875608517137895 1299.4184108707816 132.00032981530345 2491.915094339623 2633.5666666666671 1.0714455479734386 0.7440647968607349 0.9335343200215811 12.500000000000002 1.1623355273073857 1869.748861005128 1772.1190718055889 0.00078555982896205071 0.61003932372699554
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 -2 4 7 -1 9 8 -3 10 19 15 16 -14 -15 -11 -13 -16 -19 26 25 -9 -22 -4 -25 -21 27 -7 -29 -28
right_child=1 3 23 -5 -6 6 -8 21 -10 11 -12 12 13 14 17 -17 -18 18 -20 20 22 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=0.033527485408434053 -0.071155457235872743 0.027604823983519485 0.017590057218204374 0.038223418220877652 0.028052451072308499 -0.00059274236614410912 -0.049869332313537601 -0.061360485507891728 -0.027882771665851278 0.082447425641262478 -0.063861086422746835 0.019118412986800476 0.033114127135452108 -0.062060762869871479 0.02218005724641825 0.012370979860424996 0.081428546848751254 -0.0025144777795086145 -0.054985258163049305 0.072524218022823342 0.017244820345355117 -0.011290418602333501 -0.035813738002131383 -0.0651789968301143 -7.4932176847847151e-05 0.022359252551739869 -0.041224108599856792 0.077652486560067957 -0.0024946463324369925 0.0094371013188113764
leaf_weight=41 25 38 23 38 39 3638 20 26 30 23 22 37 34 22 31 20 21 61 29 25 23 29 24 28 49 22 51 28 31 48
leaf_count=41 25 38 23 38 39 3638 20 26 30 23 22 37 34 22 31 20 21 61 29 25 23 29 24 28 49 22 51 28 31 48
internal_value=0 -0.00728233 -0.025624 0.0041812 -0.00380401 0.000556753 0.00023566 -0.0139048 0.003125 0.000474825 -0.000325088 0.0117312 0.00475553 -0.00734367 -0.016963 0.0498537 0.041679 -0.00876342 -0.0194217 3.42417e-05 0.0195969 -0.0349599 -0.00984891 -0.0142411 -0.0237491 0.0490427 -0.000450187 -1.60836e-05 0.0355413 -0.0166611
internal_weight=0 325 125 200 162 4251 4210 123 68 4190 3912 278 235 177 143 43 58 121 90 3890 94 55 47 100 77 47 3796 3697 59 99
internal_count=4576 325 125 200 162 4251 4210 123 68 4190 3912 278 235 177 143 43 58 121 90 3890 94 55 47 100 77 47 3796 3697 59 99
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=21 12 21 28 7 29 10 28 10 28 24 18 23 12 23 7 18 17 24 12 21 17 10 18 2 10 17 17 13 17
split_gain=1.89746 5.36872 3.66624 9.03304 8.66604 2.89192 2.44904 10.1529 4.74264 6.14454 12.5542 8.35334 7.65862 8.7533 5.17914 5.79001 8.08003 6.02257 7.88486 5.38675 6.84601 4.83701 7.67421 4.8931 11.6039 19.6432 8.73879 8.02056 6.50696 5.22694
threshold=0.11496492584935514 696.13616878035339 0.17985657932621843 7.5000000000000009 1480.2509678668218 125.00000000000001 40.487205904857156 8.5000000000000018 61.102749208880404 5.5000000000000009 0.10061050740140448 1.6336978639766044 -0.15570935082920254 1622.4282100254798 -0.39886012544136906 106.60204353976805 1.3737044192129171 1.9428516382329091 0.012848324777630291 2205.3852497331313 1.3372138683903632 1.7925193523268239 105.31425084078576 1.8215029034510097 354.56042652932439 149.00815217391309 1.7432591156382091 1.7162922708762982 77.942063935998405 1.5428690346560154
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 5 -5 -2 7 -4 9 10 11 -8 13 -11 19 16 -16 21 -19 20 -10 23 -23 26 28 -26 27 29 -25 -17
right_child=2 -3 6 4 -6 -7 8 -9 14 12 -12 -13 -14 -15 15 17 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.010333842630375569 0.033234290666878226 0.043556161147231862 -0.0087362210613162235 -0.099365928893287991 -0.0095561540939591155 -0.015899482061681541 0.0041289557597007261 0.068574724718928337 0.080735173046588893 -0.024702156027942374 -0.041139865476870909 0.078495447823534847 0.0080698187890890487 -0.09471873966260598 0.019141484228894116 0.00017758798857714497 -0.060133148094690926 -0.0064884494114464718 0.07464197517465801 -0.01818700140962998 0.012617063475772738 0.0060205985171099506 -0.067466627671900731 0.054499537926167255 -0.13208086654543877 0.0080733471922576436 0.051541970215518686 -0.054733141124821631 -0.02616620223969221 0.018026932791351927
leaf_weight=38 25 36 49 21 22 23 44 26 25 57 40 23 37 26 20 3554 36 23 25 21 36 30 27 20 20 20 34 26 20 172
leaf_count=38 25 36 49 21 22 23 44 26 25 57 40 23 37 26 20 3554 36 23 25 21 36 30 27 20 20 20 34 26 20 172
internal_value=0 0.0158829 -0.00026107 -0.0201291 -0.0534167 0.00969102 0.000148813 0.0180649 -0.000161082 -0.0142319 0.00319135 0.0296578 -0.0297677 -0.0466351 0.000616257 0.000109643 -0.0318208 0.000559933 0.035767 0.0254959 0.0405343 0.000129156 -0.0287891 0.000555526 -0.0239185 -0.0620038 0.00107267 0.00061533 0.0141667 0.00100155
internal_weight=0 74 4502 91 43 48 4411 75 4336 227 107 67 120 83 4109 4027 56 3971 48 82 61 3923 57 3866 80 40 3786 3752 40 3726
internal_count=4576 74 4502 91 43 48 4411 75 4336 227 107 67 120 83 4109 4027 56 3971 48 82 61 3923 57 3866 80 40 3786 3752 40 3726
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=18 11 12 19 28 13 13 12 10 12 28 13 4 16 0 0 7 8 0 15 25 29 13 19 29 12 25 28 11 7
split_gain=1.93204 7.90003 7.79097 7.11923 6.40505 9.222 11.454 7.12284 6.71921 5.1307 3.86924 7.7892 18.7933 10.3688 7.52692 10.1532 9.20012 13.3196 13.5936 10.3221 22.9297 11.0542 7.25553 6.91148 6.65467 6.18272 4.71643 9.09262 5.88881 5.76914
threshold=1.6336978639766044 340.23181276602094 2476.0840774282829 1.9155910066395678 4.5000000000000009 98.79255204830153 114.65633160713884 609.92432311774303 174.37923280511509 1778.2979352140499 2.5000000000000004 74.410642095399766 366.78752460680573 128.12500000000003 133.64912280701756 260.94023193107381 336.59182365778582 481.90312473820899 379.07851851851859 1030.3499999999988 -0.012757804725771512 140.00000000000003 90.293231724346285 0.94567643121174738 200.00000000000003 2349.3789084976402 0.47590357804252187 1.0000000180025095e-35 414.31037403094712 2040.1212368783547
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 4 -3 10 7 -6 -7 -2 -8 -9 11 12 13 -1 -13 -16 17 18 -17 20 -18 23 -23 -21 -15 -24 28 29 -25 -28
right_child=1 2 -4 -5 5 6 8 9 -10 -11 -12 14 -14 24 15 16 19 -19 -20 21 -22 22 25 26 -26 -27 27 -29 -30 -31
leaf_value=-0.060430460050702101 -0.0076978761321780361 0.07022268632160765 -0.006822622039665778 -0.05187303810207932 0.0038053692573359714 -0.094898647364849847 0.025893248140811922 0.055502487599568551 -0.04671528731974272 0.0069769234874764016 0.0012680059407800524 -0.060211452156571414 -0.084050458378908122 0.016145468339323999 0.035266858574002982 -0.040652988709647349 0.002029175082581085 -0.084924682485119959 0.038677424443368282 0.054441908317116594 0.12221798849376767 0.017465611967435551 -0.078641787794832552 -0.053622192266182256 -0.044602514659477906 -0.020034242665860805 0.022628682776278743 0.056276302564564451 -0.0019399624908792565 -0.034881761283472638
leaf_weight=30 66 35 21 27 180 24 25 53 26 37 3195 21 41 100 75 54 57 31 36 26 22 21 36 26 22 36 37 38 145 33
leaf_count=30 66 35 21 27 180 24 25 53 26 37 3195 21 41 100 75 54 57 31 36 26 22 21 36 26 22 36 37 38 145 33
internal_value=0 0.00609501 0.0413307 -0.000692716 0.00129404 -0.00847007 -0.0379311 0.0172546 -0.0111229 0.0355531 -0.000354188 -0.00619738 -0.0239673 -0.00776067 -0.0012556 0.000584035 -0.00376582 -0.0283929 -0.00892082 0.0024813 0.0354995 -0.00407256 -0.0342533 0.0051301 0.00519091 -0.049338 0.000534735 0.016895 -0.00979808 -0.00448338
internal_weight=0 467 56 4109 411 255 75 156 51 90 4082 887 193 152 694 673 598 121 90 477 79 398 93 305 122 72 279 108 171 70
internal_count=4576 467 56 4109 411 255 75 156 51 90 4082 887 193 152 694 673 598 121 90 477 79 398 93 305 122 72 279 108 171 70
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=16 26 7 1 2 1 16 16 10 27 27 26 23 6 2 23 22 22 23 9 18 29 26 22 9 7 21 29 18 10
split_gain=1.94458 7.48971 6.83976 14.1293 13.449 7.28135 4.71791 4.13328 3.72599 3.68756 3.98719 6.74826 9.01245 5.88483 6.39306 6.51996 8.93708 5.45707 5.39083 10.4253 4.12362 4.06756 9.57535 11.1324 7.5873 7.77683 10.1713 8.43241 7.55602 6.93291
threshold=149.15000000000003 13.500000000000002 1411.3211371016839 552.11663230214356 817.0875979006488 423.684901529461 152.50000000000003 154.05000000000004 144.368302440002 11.500000000000002 9.5000000000000018 2.5000000000000004 -0.046453132356426639 141.4329986577803 451.75795009099329 0.43255588468523637 0.31296157970162986 0.22747214198594359 -0.23736993654585223 387.97443784030929 1.2295579582494942 85.000000000000014 12.500000000000002 0.37278069091754734 157.57306339999556 640.00288175302114 0.79231434292578662 50.000000000000007 1.1820743279915649 95.871625586264727
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 -1 -2 -8 -6 10 21 13 -13 -12 -15 18 20 -14 -16 -20 -17 22 23 -9 -24 26 -26 -27 -29 -23
right_child=6 -3 4 -5 8 -7 7 9 -10 -11 11 12 17 14 15 16 -18 -19 19 -21 -22 29 24 -25 25 27 -28 28 -30 -31
leaf_value=0.0042419663776599769 -0.035001238037366426 -0.055131554300896828 0.082048978083356122 -0.064922284052289767 0.023716135654184553 0.061815448234910558 0.043763170994463418 -0.0066037058793264845 -0.033231127564795314 0.031134251763837207 -0.038240832258470178 0.0075721888802945617 -0.092527589101630905 0.029227873841018388 0.016129514234869378 0.005970281006937677 -0.030910670474685473 -0.030405007170573359 -0.069731533934557166 0.011475688099861145 0.063383799913371439 -0.0083445917259017104 0.060578745665649573 -0.081909827757626785 0.092057017946527125 0.030983212567640073 -0.0032401799457147718 -0.0065123205885100057 -0.082112941965460776 0.0054560480856953334
leaf_weight=489 40 20 34 29 27 23 21 1062 20 36 41 32 26 66 23 22 29 31 43 25 29 459 33 20 21 33 24 39 20 1759
leaf_count=489 40 20 34 29 27 23 21 1062 20 36 41 32 26 66 23 22 29 31 43 25 29 459 33 20 21 33 24 39 20 1759
internal_value=0 0.00510293 0.00703973 0.00298213 0.0341405 0.00682828 -0.00083276 -0.000481774 -0.000516742 -0.000721677 -0.00102056 -0.0109327 -0.0348985 -0.00326026 0.00279123 -0.00741239 0.0134133 -0.0587416 -0.0257207 -0.0398759 0.0386172 2.77888e-05 -0.00452923 -0.00799569 0.0175338 0.00716525 0.0412318 -0.00949775 -0.0321396 0.0026001
internal_weight=0 642 622 541 81 512 3934 3894 47 3873 3837 367 89 278 237 171 80 57 91 68 51 3470 1252 1082 170 137 45 92 59 2218
internal_count=4576 642 622 541 81 512 3934 3894 47 3873 3837 367 89 278 237 171 80 57 91 68 51 3470 1252 1082 170 137 45 92 59 2218
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=18 18 6 15 10 18 0 26 10 14 19 0 0 19 0 0 27 18 27 12 0 0 14 1 25 20 0 0 0 10
split_gain=1.78804 10.5154 16.9152 19.5602 11.5654 9.91831 9.76974 11.1364 9.43162 9.07218 8.48886 8.4356 7.73746 6.79078 11.5395 6.75146 6.68672 8.62203 9.01679 9.2349 16.8217 11.621 15.3855 15.2292 11.3543 7.14726 7.04287 9.12319 8.80604 7.10516
threshold=1.5155598845818288 1.4314226971580559 362.08883305162647 1346.899999999998 66.134504801775634 1.3760042279506448 532.21259259259273 1.0000000180025095e-35 98.276022701647321 0.28740750031355833 0.84772626334517287 507.42465024172685 182.78260869565221 0.91917377881387374 284.31290024722256 335.38464170715025 8.5000000000000018 1.0856480666568891 11.500000000000002 704.9954157795637 362.45942006880546 280.91290457230929 0.00016697577305758714 407.13100937254018 0.70472971447959576 1.8740770614085769 340.80283678604877 346.40154212137344 337.22187340642535 196.96153846153848
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 4 -3 16 7 -4 9 -7 -2 12 -10 14 -12 -14 26 25 19 20 -19 22 -21 -23 -24 -18 28 -28 29 -1
right_child=10 2 6 -5 -6 8 -8 -9 11 -11 13 -13 15 -15 -16 -17 17 18 -20 21 -22 23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0032733408579023503 -0.032948429825150276 -0.076708980401357027 -0.024197492240504784 -0.095802071241614162 -0.0099209598526456139 -0.050514742056173935 -0.040173536810007966 0.060438358434036658 -0.0075163463761489238 0.026635249510959344 0.090559337645769122 -0.003856340959795158 0.076043538677611586 0.0048780929653174515 -0.0099931410735561738 0.031578525132499639 -0.010881179403513672 -0.12843783580814488 0.050927223935723312 -0.06067938512647883 0.0012606251798570158 -0.076627763481034589 0.0078737923467997462 -0.0147474237516972 0.081277091718382322 0.071716549823229961 -0.068770420532673598 -0.00089896246113970986 0.071514345314758629 0.033016172026466464
leaf_weight=467 56 30 22 39 191 35 22 53 31 27 25 66 53 641 21 96 20 20 20 26 20 48 96 232 27 22 20 2030 23 97
leaf_count=467 56 30 22 39 191 35 22 53 31 27 25 66 53 641 21 96 20 20 20 26 20 48 96 232 27 22 20 2030 23 97
internal_value=0 -0.000870303 -0.017214 -0.0305094 -0.0189872 0.00080826 0.0184234 0.0356118 0.0179398 -0.0169172 0.00448973 0.0267249 0.037938 0.00754146 0.0446549 0.0473949 -0.000857306 -0.0110955 -0.0148299 -0.0176341 -0.0635886 -0.0133493 0.00921276 -0.0253555 0.0239867 0.0323843 0.0012043 -0.00156112 0.0108621 0.00838869
internal_weight=0 3833 357 260 221 3476 97 75 308 62 743 246 180 687 46 149 3168 531 489 469 40 429 149 280 123 42 2637 2050 587 564
internal_count=4576 3833 357 260 221 3476 97 75 308 62 743 246 180 687 46 149 3168 531 489 469 40 429 149 280 123 42 2637 2050 587 564
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=9 16 4 2 5 2 16 19 14 9 4 28 23 10 0 5 17 11 17 11 0 3 0 18 2 3 2 17 17 17
split_gain=2.12379 7.69542 7.29101 17.2504 10.6864 9.15352 8.13196 6.93498 17.1333 5.8011 6.05748 7.21585 8.08736 7.19057 5.66779 6.25251 5.50863 11.8824 8.21711 5.4673 10.2516 6.51194 6.61231 7.78436 9.98787 7.48445 11.4697 5.33873 6.82112 4.97683
threshold=227.54229369562958 977.4000000000002 385.43965417068279 486.63840108304754 267.07081933497841 504.21000469085538 309.50000000000006 0.91257150666709264 0.079264904504428316 196.04230743059338 234.09366495085303 1.5000000000000002 -0.21453042956334104 144.368302440002 182.78260869565221 113.99824534079163 1.3858921796807433 442.55787734306426 1.4820131277459925 197.24540412726307 236.06109816109819 306.54495754955184 725.34448315225961 1.1681884857877003 812.75092338262778 548.10231038262498 543.73291366876379 1.2968700921453189 1.3165510933168523 1.1915141544860532
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=9 2 7 6 -5 -6 -4 8 -2 -1 14 13 -13 -12 -11 -16 27 18 -18 -14 -21 -22 23 -23 25 26 -25 29 -29 -7
right_child=1 -3 3 4 5 16 -8 -9 -10 10 11 12 19 -15 15 -17 17 -19 -20 20 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00052343949868791182 -0.089111862430239441 -0.054202044053402336 0.094921984600609743 0.052441145264758515 -0.057234279013105807 -0.0023558464680662264 0.013212218242032187 -0.0061438797071665186 0.013679533403727316 -0.001290318989397391 -0.07149203321473166 0.071994752898102712 0.029700944934751883 0.010315806791186334 0.021000306138938125 0.094805874442681681 0.044373071083316097 0.088466843454675245 -0.029051161188066804 -0.053990732468664648 0.06119120851868675 -0.063780560288578272 0.040936576702484961 0.04993404757231474 -0.019102865903380704 0.082435669079422957 -0.046424516858089543 -0.074367532066323544 -0.0056319136616019977 0.01565620899303348
leaf_weight=1722 34 28 29 39 28 1006 21 813 31 23 22 21 89 21 22 24 27 22 35 30 21 20 38 30 94 20 21 22 42 181
leaf_count=1722 34 28 29 39 28 1006 21 813 31 23 22 21 89 21 22 24 27 22 35 30 21 20 38 30 94 20 21 22 42 181
internal_value=0 -0.0020894 -0.00146316 0.00288675 0.000828362 -0.000648453 0.0606039 -0.00865685 -0.0400883 0.00222129 0.0117504 0.00730797 0.0116581 -0.0315394 0.0392416 0.0595076 0.000538366 0.025328 0.00292391 0.00816751 0.00117308 0.00795551 0.00294228 -0.00486195 0.0022797 0.030589 0.010257 -0.00112617 -0.0292598 0.000390726
internal_weight=0 2358 2330 1452 1402 1363 50 878 65 2218 496 427 384 43 69 46 1335 84 62 363 274 244 223 185 165 71 51 1251 64 1187
internal_count=4576 2358 2330 1452 1402 1363 50 878 65 2218 496 427 384 43 69 46 1335 84 62 363 274 244 223 185 165 71 51 1251 64 1187
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=9 16 24 25 8 25 0 7 21 21 15 29 9 8 23 21 13 15 15 9 20 7 21 3 7 0 8 15 8 29
split_gain=1.72027 6.23329 5.83412 7.37624 7.40057 19.6225 8.88533 5.90727 6.34998 7.71885 14.9842 6.3729 6.2906 9.69507 5.68326 5.57235 12.127 10.9264 7.38972 11.096 13.0631 20.6049 11.1722 7.77565 7.9588 12.6577 9.97659 7.29703 11.7927 9.0534
threshold=227.54229369562958 977.4000000000002 -0.078770046296591192 -0.080137654591571281 433.76625698940899 0.045775053438553086 525.05078125000011 262.27559786508988 0.96008260618366648 0.86150353004777502 1295.8500000000001 200.00000000000003 232.4736801653564 1957.6459119496858 -0.082529817617875062 0.57103135921987924 63.942999802569247 902.50000000000011 702.50000000000011 369.37034825870654 2.8573690516074399 978.25965649218313 0.59306258702885184 390.51795356444859 493.83286536278189 381.3738279794519 852.59683813696699 1791.8 2007.5240384615388 140.00000000000003
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 -2 -4 5 6 14 -6 9 12 11 -11 13 -9 -5 27 17 -17 -18 23 22 -22 -21 -20 25 -25 -26 28 -14 -29
right_child=1 -3 3 4 7 -7 -8 8 -10 10 -12 -13 15 -15 -16 16 18 -19 19 20 21 -23 -24 24 26 -27 -28 29 -30 -31
leaf_value=0.0019991568288765535 0.046731131255626682 -0.048781840317367042 -0.054800355405761648 -0.0092880872226711649 0.043543212022069067 -0.11530298156663776 -0.063830353303448023 -0.087344169268561977 0.017813163430030858 -0.030056839059220582 0.033152806841664849 -0.092624375072342391 -0.0092640530774131032 -0.0018469426386420512 0.04636228802800179 -0.0024852662036816283 -0.043080787084996706 -0.097906979098916061 0.071099558477807384 0.069651503767818215 0.0044070391708778012 -0.11843213990584694 0.0037623558013330938 0.036797996982932089 0.087185264894595521 -0.075708363801240922 0.020748601827098898 -0.0020552837952176324 -0.068336705730070141 0.034259664097541498
leaf_weight=2218 25 28 26 69 31 20 23 21 175 41 27 27 390 36 25 30 25 20 36 28 36 22 318 20 26 20 173 524 37 79
leaf_count=2218 25 28 26 69 31 20 23 21 175 41 27 27 390 36 25 30 25 20 36 28 36 22 318 20 26 20 173 524 37 79
internal_value=0 -0.00188046 -0.00131684 -0.00183797 -0.00123375 -0.0237663 -0.00811897 0.000207409 -0.000428976 -0.00207793 -0.0298743 -0.0548998 -0.000643568 -0.0333459 0.00551254 0.000401294 0.00693342 -0.040654 0.0103132 0.0122791 0.00173222 -0.0421871 0.00909443 0.0277735 0.0212474 -0.0194552 0.0294288 -0.00438048 -0.0143828 0.0027024
internal_weight=0 2358 2330 2305 2279 137 117 2142 2111 1936 95 68 1841 57 94 1784 754 50 704 679 404 58 346 275 239 40 199 1030 427 603
internal_count=4576 2358 2330 2305 2279 137 117 2142 2111 1936 95 68 1841 57 94 1784 754 50 704 679 404 58 346 275 239 40 199 1030 427 603
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=13 16 0 21 0 8 0 23 23 23 23 8 25 15 13 16 9 15 17 0 25 8 16 18 0 8 16 0 18 11
split_gain=1.58724 7.4834 5.58378 9.71589 5.95807 5.1711 10.9673 5.68136 4.77788 8.493 5.63777 6.39675 4.5277 4.24327 3.79011 3.80313 7.78853 13.7297 6.63924 17.3592 12.4085 15.4987 8.69114 7.33789 13.9542 6.31331 6.25897 10.1154 14.5524 6.92897
threshold=197.99468085106386 564.90000000000009 626.5246644023938 0.84000227816672213 1036.980536608083 268.81180718541259 241.10294117647061 -0.048576575817748158 0.082606686695610596 0.2583447522129928 0.48135926596504913 2341.6818181818185 -0.051807642827571561 282.64999999999969 196.39223710539503 558.40000000000009 153.92528124991495 1116.55 1.1634237719472964 430.36666666666673 0.011407833524898492 1155.8222958057397 608.17500000000007 1.2135666423830413 675.57520870602286 1850.5623781676416 480.10000000000008 898.42844392248992 1.2097685850655806 259.41293087235016
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=14 5 -3 4 -4 13 -7 12 -9 -10 -11 -12 -8 -2 15 26 17 -17 22 -20 -21 -22 23 24 -18 -25 -1 28 29 -28
right_child=1 2 3 -5 -6 6 7 8 9 10 11 -13 -14 -15 -16 16 18 -19 19 20 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.00032441048202574546 -0.0088797078998542802 0.050562879256904128 0.067795192003250127 -0.056162516332697122 -0.0093933647125959401 -0.085684400686824869 -0.0023562665756155805 0.02880786092331012 -0.066529684056612581 0.028795340441601265 -0.049072460343520488 0.020531158635149833 -0.043588129320721092 0.039212187740486119 0.037297325587964489 -0.00055925753947935611 -0.10201331084525143 0.095740150101482874 0.037384849290053056 -0.016229206215856332 -0.13376000210711803 -0.027573931862467101 0.0034256059172961123 -0.038459314871579414 -0.017386634307248253 0.033161674882285296 0.016629020657597315 -0.041597105280573796 0.0059291657209705221 0.071785976942027777
leaf_weight=2900 43 36 20 20 20 22 41 42 22 44 31 23 76 32 28 57 27 20 33 70 27 28 419 20 70 32 36 30 245 62
leaf_count=2900 43 36 20 20 20 22 41 42 22 44 31 23 76 32 28 57 27 20 33 70 27 28 419 20 70 32 36 30 245 62
internal_value=0 -0.00549175 0.0194276 0.000746437 0.0292009 -0.0118541 -0.017708 -0.0123479 -0.000220726 -0.0103807 0.00222414 -0.0194265 -0.0291394 0.0116395 0.000631605 0.00037973 -0.00578719 0.0244536 -0.00899455 -0.0271262 -0.0441571 -0.0797016 -0.00395089 -0.0246942 -0.0409425 0.00561514 0.00189273 0.0140861 0.0189563 0.0515242
internal_weight=0 472 96 60 40 376 301 279 162 120 98 54 117 75 4104 4076 803 77 726 158 125 55 568 149 97 52 3273 373 343 98
internal_count=4576 472 96 60 40 376 301 279 162 120 98 54 117 75 4104 4076 803 77 726 158 125 55 568 149 97 52 3273 373 343 98
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=22 25 25 25 10 15 15 2 0 11 2 0 6 12 15 2 9 19 0 22 2 0 2 2 19 27 12 19 12 0
split_gain=1.73433 5.66483 7.23183 6.94845 2.24087 9.43569 2.87824 6.36109 4.20857 5.51686 5.26467 6.20506 8.95158 5.59554 3.65195 5.1243 3.64747 3.61115 3.02627 12.4961 4.69917 9.53719 7.44727 4.7024 4.47464 3.8137 6.39734 11.7263 9.28346 4.35332
threshold=-0.38859206975480393 -0.048295738575626239 -0.085976432819750995 -0.0036748001636126635 40.487205904857156 272.32499999999897 243.1749999999993 181.03872118882865 111.49122735742006 177.09271523178811 251.10039237060417 174.62766965752562 141.4329986577803 925.47853527643792 767.37500000000011 324.43435222680631 83.581690406387921 1.352394949776107 129.4520783564262 -0.071026511818304258 299.6476013626181 287.90218859724592 307.90837911063602 324.43435222680631 1.0924081344173169 11.500000000000002 362.98426246091066 1.5317680275859018 394.55342469836404 172.28552036199099
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 -3 5 -2 16 -8 9 14 11 13 -13 -10 15 17 -6 -9 19 -12 21 24 -22 -24 -20 26 27 -25 -28 -29
right_child=4 3 -4 -5 6 -7 7 8 10 -11 18 12 -14 -15 -16 -17 -18 -19 20 -21 22 -23 23 25 -26 -27 28 29 -30 -31
leaf_value=-0.018024334464879596 -0.0040102279303889524 -0.068754287218225421 0.057757751047611244 0.0048465335822623712 0.0043191419832874093 0.074402570422916189 -0.050596507191658029 0.038340532857303822 -0.035038861259818081 0.059056559726595882 0.036035669886547592 -0.10004785865545274 -0.013678611516952516 0.026991337966738329 -0.019885480276175909 0.061551708967557975 0.056622160337865358 -0.0081483956561847169 0.01712316702514027 -0.057353462969982311 -0.052641220910785103 -0.028129029586430522 0.031498763473466675 -0.095402931626886137 0.062267857633138961 0.031192153574604739 0.064675047925927417 -0.037844111770391466 -0.0004797891257815707 0.02337162520970406
leaf_weight=34 57 29 20 23 40 21 25 24 26 25 23 20 30 33 35 21 20 55 52 38 27 31 47 20 38 38 22 21 3655 26
leaf_count=34 57 29 20 23 40 21 25 24 26 25 23 20 30 33 35 21 20 55 52 38 27 31 47 20 38 38 22 21 3655 26
internal_value=0 -0.0126422 0.0100431 -0.0362001 0.000299793 0.0171009 1.41292e-06 -0.000299862 -7.91517e-06 0.0159064 -0.000621922 -0.0223084 -0.0482263 -0.000344004 0.00791559 0.017646 0.0217535 0.00597482 -3.65275e-05 -0.0221412 0.000302518 0.0197073 -0.000306398 6.26385e-05 0.0361843 -0.000328027 -0.000647944 -0.0312705 -8.99587e-05 -0.00398009
internal_weight=0 106 54 52 4470 78 4392 4332 4307 160 4147 109 50 59 135 100 60 79 4038 61 3977 121 3856 3829 90 3782 3744 67 3677 47
internal_count=4576 106 54 52 4470 78 4392 4332 4307 160 4147 109 50 59 135 100 60 79 4038 61 3977 121 3856 3829 90 3782 3744 67 3677 47
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=11 7 12 12 9 12 24 23 19 7 0 0 2 23 11 24 23 12 12 25 19 26 19 23 10 24 22 0 0 10
split_gain=1.64546 9.01814 6.56435 9.70802 7.81085 6.09158 6.97114 9.34954 9.01138 12.0557 9.23102 5.36383 15.2761 14.3456 8.97261 5.3367 5.26248 9.02828 18.0452 6.68562 5.24979 10.0571 5.10053 4.70787 4.57566 26.7781 8.77762 6.00122 7.18769 4.5901
threshold=175.10722558802567 188.80446019100822 1111.7961438800783 1058.8096562237181 357.38419332086693 1538.2321073225733 -0.0042687118403139405 -0.27414018269786772 1.3933591813377333 1869.748861005128 212.07681080094875 358.30513697031535 684.98965425912399 0.76691489884651609 70.598475546078376 0.8312658803715236 0.70889102181472474 2123.0407430298042 2704.3265893687458 0.77268990762891121 1.3890198755828462 1.0000000180025095e-35 1.2224407096004544 0.69473135881339843 69.736401654845565 -0.015792378233761537 -0.076954497047929685 111.49122735742006 129.4520783564262 74.928811652858656
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 11 5 6 7 -4 9 10 -8 12 -1 20 -15 16 23 19 -19 -18 21 -13 -17 24 25 26 -3 -26 -29 -30
right_child=1 15 4 -5 -6 -7 8 -9 -10 -11 -12 13 -14 14 -16 22 17 18 -20 -21 -22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=-0.0024169548735589611 -0.063680942340389554 -0.017722352312289573 0.035328520884594095 -0.060230369732404754 -0.041224087278048202 0.0051934764690922024 0.032698926535484035 -0.049476874058690071 -0.0094572513985137149 0.0057948171900099391 0.098980629816651344 0.022579608642263341 -0.079752509599482574 0.010894402282105552 -0.077476932681165636 -0.006453602922459444 0.072622545210546577 -0.058253338793292642 0.056454716001947729 0.0068139702081680305 -0.00040533123072236779 0.10821424412230651 -0.070710924054895138 -0.048314035648391367 0.04512476522860856 -0.12128896182846456 0.06412330277264118 -0.058884879348001309 0.034826108185272368 -0.00063258703169110199
leaf_weight=473 23 38 26 30 30 553 38 26 36 46 47 32 27 27 20 30 38 32 24 26 20 24 21 21 29 21 20 21 37 2740
leaf_count=473 23 38 26 30 30 553 38 26 36 46 47 32 27 27 20 30 38 32 24 26 20 24 21 21 29 21 20 21 37 2740
internal_value=0 -0.00129475 0.00277726 -0.00466655 0.00883811 0.0107835 0.0248991 -0.00707418 0.0348548 0.0470321 0.0693488 -0.00199092 -0.00659307 0.016717 -0.0267104 -0.000831583 -0.00029462 0.0202302 -0.00909274 0.0458878 0.0435735 0.0592802 -0.0329125 -0.00113609 -0.000795161 -0.0245323 0.0105003 -0.000131831 -0.000600895 -0.000160145
internal_weight=0 3121 1455 653 802 772 219 52 167 131 85 623 500 123 47 3098 3047 120 56 64 76 56 51 2927 2906 79 58 2827 2798 2777
internal_count=4576 3121 1455 653 802 772 219 52 167 131 85 623 500 123 47 3098 3047 120 56 64 76 56 51 2927 2906 79 58 2827 2798 2777
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=22 15 22 8 13 0 9 27 16 7 14 14 16 28 13 7 6 6 22 15 14 22 25 22 22 13 14 28 10 26
split_gain=1.72522 6.32701 4.74661 8.9171 7.76288 4.81887 6.01987 8.90056 6.38299 7.86293 5.25062 7.36653 4.82726 3.89516 11.043 4.30539 5.68316 3.8047 3.54143 3.08246 3.00761 8.04936 17.3787 10.6846 10.7886 10.1982 6.18416 11.6568 18.1559 6.85102
threshold=-0.17286638422276931 1346.899999999998 -0.19306916502956126 299.72631998406058 77.974436316520027 525.05078125000011 148.6117846908505 7.5000000000000009 456.20000000000005 340.5944339051336 0.20246855022972915 0.10744666136879572 201.12500000000003 12.500000000000002 74.985627851995886 145.85317266875452 85.780091493038199 130.01657479324646 -0.16340053264850096 609.14999999999975 0.057089363938411103 -0.0058559772480992495 0.19738352413013718 0.019386600524519463 0.074424444578748458 167.63226206622701 0.079264904504428316 5.5000000000000009 125.7921284954589 7.5000000000000009
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 2 5 4 -4 6 10 8 -8 -10 11 -1 -12 15 -15 16 -14 -18 -2 -17 21 22 -20 -23 25 -25 27 28 -22 -29
right_child=18 -3 3 -5 -6 -7 7 -9 9 -11 12 -13 13 14 -16 19 17 -19 20 -21 26 23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.011632720708847046 0.031963995891985383 -0.050616929294734173 -0.013294252859694617 0.01581085190690797 -0.099278062723931818 -0.034876013270446232 0.043103659604534966 0.076365545988082886 -0.044121824554167688 0.034627246519639381 0.027383318236998973 -0.059440046286576301 -0.023656590227037672 0.013341518819986568 -0.066880345379468062 -0.03694875050336123 0.065289291353137408 0.012201654676485945 -0.010569931857729691 0.0052330446770278427 -0.081968958044181695 0.043336275907402688 -0.1111374792084098 -0.0405645536885193 0.00040995535175703392 0.036905437856912617 0.0013929536967281237 0.030096655015051828 0.018436832889824749 0.09193927056115607
leaf_weight=25 36 29 21 29 21 35 33 25 32 21 62 35 20 37 32 30 27 27 122 41 23 55 20 113 2212 20 1206 81 83 23
leaf_count=25 36 29 21 29 21 35 33 25 32 21 62 35 20 37 32 30 27 27 122 41 23 55 20 113 2212 20 1206 81 83 23
internal_value=0 -0.00508653 -0.00269886 -0.0268381 -0.0562862 0.000856921 0.0036548 0.0238453 0.00857784 -0.0129194 -0.00301529 -0.0298264 0.00281321 -0.00430523 -0.0238628 0.00500149 0.0218801 0.0387455 0.000741201 -0.0125902 0.000457214 -0.00160018 -0.0247344 -0.000231404 -0.00125325 -0.0289149 0.00415064 0.0199876 -0.00334933 0.0437734
internal_weight=0 582 553 71 42 482 447 111 86 53 336 60 276 214 69 145 74 54 3994 71 3958 2542 142 2400 2345 133 1416 210 106 104
internal_count=4576 582 553 71 42 482 447 111 86 53 336 60 276 214 69 145 74 54 3994 71 3958 2542 142 2400 2345 133 1416 210 106 104
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=13 22 26 5 20 4 18 17 4 22 24 23 7 4 4 25 29 5 7 0 22 22 13 2 17 17 2 10 29 6
split_gain=1.5988 13.654 10.6558 12.1829 16.7099 13.0791 10.4423 9.60064 8.23312 7.50546 9.38019 4.6742 15.2429 24.2218 7.37827 6.94675 9.86572 5.29663 6.5967 6.12203 5.37913 6.94524 4.53269 9.05345 8.84769 8.31685 7.76571 7.49163 8.89493 8.42393
threshold=103.98626142277622 0.39098768157605662 7.5000000000000009 281.41066666666671 2.0675654581151894 253.80411469067508 1.1981079730632871 1.1214031052590208 584.98797312630654 -0.054036210341361184 0.031875608517137895 0.58232104944918073 1539.3281206690181 217.49543331914217 480.90118232076753 0.61876109640186294 65.000000000000014 204.62153167409969 2005.0390118372632 864.64265364265373 0.28951589418753493 0.21544807086524995 123.98001524583917 1246.4954818362332 1.7016973564714839 1.4856327608387072 466.30857198312623 95.871625586264727 85.000000000000014 267.92223600407533
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 11 -1 5 9 7 -7 -4 -6 -5 -11 15 13 -13 17 22 -17 18 -14 -20 21 -19 23 24 25 27 -27 -2 -29 -30
right_child=1 -3 3 4 8 6 -8 -9 -10 10 -12 12 14 -15 -16 16 -18 20 19 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.00049457353903542989 -0.032739653017732406 0.075480968952178956 0.0069655063069042041 -0.056860459516091012 -0.049715674236416818 -0.010501347206257007 0.07394241185756982 -0.069980578680312447 -0.13261839733256595 0.042584975183971474 -0.042794141749089416 -0.0081347350031137477 -0.041191859694348798 -0.1357994573271793 -0.048258852199293101 -0.007288405653976259 0.087513525557258859 0.0083707039803266516 0.044618094253043333 -0.018261232174700128 0.0038674630822156963 0.088945459412491851 -0.0010638855638256577 -0.053865637027081997 -0.019719157775567063 0.018264741338789466 0.10638800214976073 0.0020355936804634031 0.094489945826076338 0.026505930640437794
leaf_weight=2208 31 25 34 28 25 27 32 31 23 31 22 42 37 23 26 21 23 20 30 32 53 23 1281 21 69 20 20 159 21 138
leaf_count=2208 31 25 34 28 25 27 32 31 23 31 22 42 37 23 26 21 23 20 30 32 53 23 1281 21 69 20 20 159 21 138
internal_value=0 0.0020163 -0.00173282 -0.0211719 -0.0426864 0.00121008 0.0352987 -0.0297319 -0.0894399 -0.0149806 0.00714459 0.00113754 -0.0107397 -0.0533084 0.0017805 0.00302052 0.0422671 0.00845241 -0.00777692 0.0121642 0.0251889 0.0514688 0.00203935 0.0103384 0.0132822 0.019136 0.0623264 0.0141858 0.0187603 0.035485
internal_weight=0 2115 2461 253 129 124 59 65 48 81 53 2090 286 65 221 1804 44 195 99 62 96 43 1760 479 458 389 40 349 318 159
internal_count=4576 2115 2461 253 129 124 59 65 48 81 53 2090 286 65 221 1804 44 195 99 62 96 43 1760 479 458 389 40 349 318 159
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=15 7 22 19 15 15 19 3 8 20 6 8 28 3 7 20 20 8 6 8 6 10 7 15 8 15 20 19 26 10
split_gain=1.58055 11.1001 10.1443 7.35909 6.95937 4.92157 5.78966 5.38142 4.32164 8.06564 10.3228 4.33649 3.94606 4.58446 7.82146 3.83837 3.49408 4.90378 7.23683 7.9194 6.52773 4.53372 3.42685 9.56889 7.58879 11.1997 9.24814 8.48389 4.50144 4.12523
threshold=2617.9000000000001 2327.8472985347994 0.31742834546774024 0.97268788771458081 2273.3500000000004 2542.5000000000005 1.158257953597768 1366.8934204685202 2532.2491987179492 2.955624437572419 595.13527677660943 2608.5685185185189 28.500000000000004 857.99543175797805 481.68582723335004 3.2832333642050822 2.694342252447619 2732.1657608695655 440.15642595925004 3171.0000000000005 313.4047701863355 146.47559681697615 2073.1215760961354 2326.0999999999999 2341.6818181818185 2365.6000000000013 2.3171974943853835 1.420104118600342 12.500000000000002 129.84504592732679
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 -2 -4 7 -7 12 9 10 -5 -10 22 14 -14 -11 17 -13 20 -20 -19 -18 24 28 -1 26 29 -28 -24 -26
right_child=3 2 4 8 -6 6 -8 -9 11 15 -12 16 13 -15 -16 -17 21 18 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00065743678187347174 0.061920884861187499 -0.098266364161723435 0.020250751762292709 0.097814105143365651 -0.055264089969189273 -0.066545331788559758 -0.00064960863441228863 0.045803044865337705 -0.038415045943315823 -0.03416583555302135 0.012049149576988487 0.03809293799194842 0.039779527657307114 0.054935958795249464 -0.043400897793471817 0.013332051330286525 -0.044255760950701578 0.001991860814064703 -0.06508912672599157 0.0015416950040327555 0.057523586676904451 0.013676332529972902 0.011434330729146798 -0.07352829833204548 -0.0057959349317984153 0.082295223841300391 -0.075231335684657105 0.016876711957156659 -0.042026464995883764 0.045860776971452515
leaf_weight=3623 22 21 26 23 23 24 30 26 32 27 36 39 26 28 20 46 35 98 30 44 27 22 63 24 22 26 20 20 21 52
leaf_count=3623 22 21 26 23 23 24 30 26 32 27 36 39 26 28 20 46 35 98 30 44 27 22 63 24 22 26 20 20 21 52
internal_value=0 -0.000636953 -0.0401164 0.0054227 -0.015195 4.96465e-05 -0.0299366 0.000457417 0.00271473 0.0179871 0.0454829 -0.00345024 0.000158561 0.0230332 0.00361413 -0.00423566 0.00034255 0.00566859 -0.00068593 -0.0254708 0.0139867 -0.021896 -0.000278722 -0.0178414 0.000225336 0.0230702 0.00956278 -0.0291773 -0.00193087 0.0305034
internal_weight=0 4095 70 481 49 4025 54 3971 459 132 59 327 3945 74 46 73 295 238 199 74 125 57 3871 108 3763 140 114 40 84 74
internal_count=4576 4095 70 481 49 4025 54 3971 459 132 59 327 3945 74 46 73 295 238 199 74 125 57 3871 108 3763 140 114 40 84 74
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=0 20 7 20 19 25 0 0 25 5 15 8 22 1 15 2 15 15 19 19 6 23 2 27 15 22 19 25 23 15
split_gain=1.5758 4.3028 4.19843 7.7599 3.07368 2.97891 6.13765 5.63519 5.01594 4.38345 2.18614 7.12792 4.82216 3.75926 3.11294 5.93745 2.50073 3.26817 7.52048 10.983 10.9318 7.39639 5.82584 4.91976 4.45432 9.21473 10.3436 8.5644 13.7657 7.34076
threshold=1215.822477650064 2.1772220496547532 2920.6335982630021 1.9469997459474764 1.0317633911515105 0.85081213362255448 337.22187340642535 598.41454482036988 0.84588344776933544 110.30430358306126 3020.5499999999997 1909.1833333333336 0.24344060932901593 1254.4305532851533 2895 1326.7855716402808 2831.1999999999998 2505.7999999999988 1.1564882991151013 1.1832861177460234 595.13527677660943 0.66896118017222694 1264.9569755574305 5.5000000000000009 2064.5000000000005 0.22150946839291333 1.2595790360441956 0.70472971447959576 0.61717393527556985 1966.3999999999999
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 5 -4 -2 8 -7 -8 10 -9 14 -12 13 -13 16 -16 17 24 20 -20 23 22 -21 -19 29 26 -26 28 -27 -1
right_child=1 -3 3 -5 -6 6 7 9 -10 -11 11 12 -14 -15 15 -17 -18 18 19 21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00013837208046301174 0.022452882677316668 0.052735460576202188 0.0093073427504687407 -0.067234238136846286 -0.019763471648995098 -0.021199575128654641 0.073493162218643271 -0.019719271713190462 -0.044118843335980699 0.039929639145598883 0.067682528570294373 -0.0039649151934263039 -0.02910881341773678 0.041894486817446626 0.0072980631925165657 -0.063932688601992346 0.026846123793545892 -0.043611471623182296 0.047205331870109633 0.043641537136357766 -0.091588371038436894 -0.053454919657943883 -0.02753395506221315 0.017421011147754534 0.053722702555085836 -0.00065880999016233645 -0.0043492019784693815 0.01612125929064679 -0.082260330899485534 -0.030233324499918619
leaf_weight=3450 34 21 27 26 35 30 23 22 26 28 20 39 33 33 25 22 34 25 38 23 25 34 23 28 82 79 49 131 28 83
leaf_count=3450 34 21 27 26 35 30 23 22 26 28 20 39 33 33 25 22 34 25 38 23 25 34 23 28 82 79 49 131 28 83
internal_value=0 0.0131013 -0.000262845 -0.0282414 0.00103879 7.16605e-05 0.0168792 0.0325281 -0.00032815 0.0136841 -6.36154e-05 0.0129676 0.00254567 0.017054 -0.000453397 -0.026044 -0.000162313 -0.000386395 -0.0129867 0.00293907 -0.0370796 -0.0180874 0.00805379 -0.0113679 0.000246528 0.0107011 0.0320012 -0.0010229 -0.0220125 -0.000845386
internal_weight=0 90 4486 53 69 4433 103 73 4330 50 4304 125 105 72 4179 47 4132 4098 196 118 78 80 46 53 3902 369 131 238 107 3533
internal_count=4576 90 4486 53 69 4433 103 73 4330 50 4304 125 105 72 4179 47 4132 4098 196 118 78 80 46 53 3902 369 131 238 107 3533
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=4 8 4 14 16 4 14 9 21 20 4 6 17 4 13 1 4 6 25 10 15 6 10 9 1 9 1 6 8 24
split_gain=1.5731 2.84424 2.08551 12.4516 3.02897 2.70219 5.56797 4.47786 10.5463 4.45036 3.19361 2.93596 5.05985 3.47504 6.82296 8.43859 5.66763 11.1661 6.81833 6.13396 8.52029 4.48415 3.99232 7.76198 6.72939 4.62557 3.52471 2.98447 11.9116 18.4775
threshold=1416.1594202898552 1620.0662251655633 1341.879189811679 0.003673423548912817 977.4000000000002 1107.8887271865296 0.13836592901131919 907.36834389889157 0.54049364683162249 1.7795598547186231 1185.0163294617212 911.65624268252714 1.0859223425677398 916.85671278874281 83.958833225050611 880.51063105255025 870.86449734135465 767.48148148148164 0.11789295184029995 513.93548724376694 1213.3 781.75741608118676 454.80457433377234 619.29230769230787 654.1138296702344 542.59407424586004 649.19905877031567 478.93109374648674 842.13906508181879 0.067777453984842917
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 4 -4 5 7 9 11 -9 -7 -11 13 -13 16 -15 -16 17 19 -19 22 -21 -18 25 24 -24 27 -22 -1 -29 -30
right_child=1 -3 3 -5 -6 6 -8 8 -10 10 -12 12 -14 14 15 -17 21 18 -20 20 26 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00092089403512719869 0.043690916944457141 0.00077487429445411305 -0.072328342950862393 0.035558298975229267 -0.037033678040924396 -0.034621072924611244 0.06173524278260413 -0.074294615157235122 0.016671232417225838 0.046641656011343006 0.0026730472204398435 0.0042687146443507219 0.061180343957883979 -0.067460943284359851 0.012438385131890359 -0.055373274147510532 0.0097337659549068759 -0.076587506396075089 -0.010228579398199145 0.08077983537413358 -0.026269054142758253 0.066744149662554264 -0.0079913890374631712 0.023700802336232021 -0.076115948816054865 0.046060198274525732 0.025365490053231139 0.026794492180414381 -0.099033344984054569 0.0015579981806998454
leaf_weight=3347 23 47 23 20 22 22 21 26 25 24 53 61 21 22 69 25 37 30 32 22 20 22 29 26 29 22 39 187 20 210
leaf_count=3347 23 47 23 20 22 22 21 26 25 24 53 61 21 22 69 25 37 30 32 22 20 22 29 26 29 22 39 187 20 210
internal_value=0 0.0148759 -0.000231094 -0.0221485 -1.99248e-05 0.000163435 0.0149654 -0.000247635 -0.0297035 0.00504452 0.0163775 0.00010418 0.0188436 -0.000262734 -0.0173295 -0.00559663 0.000223451 -0.000228913 -0.0423377 0.000431868 0.027667 0.0309919 -0.00013817 -0.0217011 -0.0420537 0.000340247 0.00786225 7.30208e-05 0.00805056 -0.00718908
internal_weight=0 70 4506 43 4463 4441 120 4321 51 99 77 4270 82 4188 116 94 4072 4013 62 3951 81 59 3870 84 58 3786 59 3764 417 230
internal_count=4576 70 4506 43 4463 4441 120 4321 51 99 77 4270 82 4188 116 94 4072 4013 62 3951 81 59 3870 84 58 3786 59 3764 417 230
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=1 21 21 21 12 21 1 12 20 1 29 10 25 23 12 25 0 0 11 15 9 10 11 18 18 15 0 20 12 27
split_gain=1.45237 3.41439 3.54812 3.43223 3.75442 2.83836 2.56534 6.46932 6.66465 5.7079 5.04553 4.68675 4.28984 3.43324 9.84877 2.69603 2.45898 3.48905 10.0665 11.1293 3.40778 5.37592 4.19959 4.06632 8.68229 8.13887 5.92848 4.90889 6.85996 3.7762
threshold=1366.7587579360741 0.42269484119623768 0.46746628625212233 0.51674041437877727 1171.2975105536023 0.32343515087129732 1151.8079732029944 2822.612925247734 2.694342252447619 1116.7252026367657 65.000000000000014 936.8065361615005 0.75747401812236048 0.811137239174618 2110.9607544520873 0.66205312179765896 1004.012270513301 876.43404301385692 770.23032679738571 2229.1499999999996 542.59407424586004 439.1354239488665 477.56484890323014 1.1361161079855042 1.12602157666964 1338.1999999999991 708.56052631578962 1.5262360740042624 2720.4601620526678 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=6 5 -3 -4 -5 -2 9 8 10 11 12 16 -8 14 -12 -16 17 20 19 -19 21 -1 -22 24 25 26 -24 -25 -29 -27
right_child=1 2 3 4 -6 -7 7 -9 -10 -11 13 -13 -14 -15 15 -17 -18 18 -20 -21 22 -23 23 27 -26 29 -28 28 -30 -31
leaf_value=-0.0002481494803518492 0.0023930111434310678 -0.029877194996562696 0.045760604180395605 0.022636567050246345 -0.032828379195669423 0.047309136753627926 -0.011951452011073178 0.039930991320447494 -0.069086441120386796 0.040408747840140549 0.033362053229939195 -0.039526736196130514 0.051236453457247644 -0.04736990387950625 -0.057443724113420171 -0.010395971366337367 0.033484768757427279 0.057404766169687121 -0.078074986318295653 -0.043285457968063983 0.050738784525057548 -0.042068112617538823 0.014734497254616336 0.045240839570760728 0.080862838998436937 0.011873073548078539 -0.043201976229972912 0.0039817239038293832 -0.039186593825567745 0.065808878563068537
leaf_weight=3647 24 31 20 26 23 34 22 22 22 35 32 30 21 35 29 21 22 21 22 23 23 31 38 20 20 25 33 148 49 27
leaf_count=3647 24 31 20 26 23 34 22 22 22 35 32 30 21 35 29 21 22 21 22 23 23 31 38 20 20 25 33 148 49 27
internal_value=0 0.00942063 -0.00177483 0.0108509 -0.003398 0.0287232 -0.000336908 -0.0112889 -0.0174803 0.000193277 -0.0103844 -0.000143536 0.0189078 -0.02115 -0.00995851 -0.0376837 0.000141231 -3.65151e-05 -0.0228442 0.00477124 0.000334158 -0.000600629 0.00931104 0.00666427 0.0197564 0.00982042 -0.0121937 -0.00196328 -0.00675557 0.0398782
internal_weight=0 158 100 69 49 58 4418 204 182 4214 160 4179 43 117 82 50 4149 4127 66 44 4061 3678 383 360 143 123 71 217 197 52
internal_count=4576 158 100 69 49 58 4418 204 182 4214 160 4179 43 117 82 50 4149 4127 66 44 4061 3678 383 360 143 123 71 217 197 52
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=4 15 15 18 15 20 7 8 16 1 8 4 1 22 0 13 26 5 1 14 20 26 0 11 18 2 2 2 13 20
split_gain=1.4794 2.30751 1.76078 6.74791 5.33012 5.20444 3.88347 16.6843 5.46007 4.63163 7.31141 6.74272 6.68517 8.76913 3.45157 8.95832 3.66907 3.27722 3.07761 7.79563 8.10306 9.4951 7.53654 7.05701 6.07052 5.47413 6.22989 11.9709 8.35937 5.1627
threshold=1416.1594202898552 1778.3500000000001 2769.3499999999999 1.1480194799304617 3326.5500000000002 2.1772220496547532 2327.8472985347994 2967.4619565217395 446.67500000000001 1116.7252026367657 2620.4911504424786 1341.879189811679 1074.9356745375592 0.21857690716527647 889.97971277189083 106.16082476700861 7.5000000000000009 234.1028971894132 890.06106398171653 0.0026029472077737517 2.1918931778150452 2.5000000000000004 725.34448315225961 175.10722558802567 1.1728053050772733 1071.9441031941035 1034.0740036860625 987.86126932783498 143.00001464579157 2.2966605299592842
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 6 4 5 -4 9 -8 -9 11 -11 12 14 -14 18 -16 -17 -7 25 23 21 -21 -22 -20 -25 26 27 -1 29 -29
right_child=1 -3 3 -5 -6 17 7 8 -10 10 -12 -13 13 -15 15 16 -18 -19 19 20 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00055362527003260703 0.040380243471135266 0.0017250118633494417 0.0091236698308161321 -0.0038167092176352412 -0.0099009390482131185 0.033161620140796703 -0.10197368266992271 0.045139815844595435 -0.014299103505361607 0.066465589375450065 -0.0118635047565807 -0.051443552691489459 -0.085787790587970203 0.0045545721003277737 -0.078482902320101855 0.033888674080371856 -0.02219090054609946 0.080816127939356705 0.0051021171856548767 0.06160264092807969 -0.004318568499928171 -0.01759438508122069 -0.089135843813419352 0.022824700209109681 0.079540803117561162 -0.027606168330465964 0.034944556960744749 -0.034995920878524586 0.011020546508952976 -0.10288961973218691
leaf_weight=3380 23 47 42 235 34 31 20 20 68 26 22 26 21 22 20 20 28 27 91 24 22 41 20 46 32 72 51 24 20 21
leaf_count=3380 23 47 42 235 34 31 20 20 68 26 22 26 21 22 20 20 28 27 91 24 22 41 20 46 32 72 51 24 20 21
internal_value=0 0.014426 -0.000224106 0.0063948 0.024303 0.0359324 -0.00081448 -0.0195279 -0.000790258 -0.000312853 0.0305648 -0.000685153 -0.000351469 -0.0395661 7.95709e-05 -0.0222534 0.00117559 0.0553456 0.000474639 0.0106482 -0.0104732 0.0116476 -0.0447077 0.0240209 0.0460928 -0.000312329 0.000249786 -0.000263837 -0.0427719 -0.0666796
internal_weight=0 70 4506 369 134 100 4137 108 88 4029 48 3981 3955 43 3912 68 48 58 3844 276 107 65 42 169 78 3568 3496 3445 65 45
internal_count=4576 70 4506 369 134 100 4137 108 88 4029 48 3981 3955 43 3912 68 48 58 3844 276 107 65 42 169 78 3568 3496 3445 65 45
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=17 0 24 8 15 3 13 0 23 17 3 3 10 10 17 21 18 19 17 17 10 18 25 13 18 12 10 12 13 17
split_gain=1.42281 7.82522 11.8464 3.03561 4.77124 4.09472 7.89166 5.98869 3.04207 3.41244 12.3116 9.16283 4.50184 11.4041 6.61709 5.10033 4.18489 8.43163 8.198 5.79624 3.25814 4.78879 5.3871 4.17276 3.19755 6.30828 12.8187 7.50666 6.24222 3.88228
threshold=1.9428516382329091 312.58583816571553 -0.035130791205173637 98.577723471723218 243.1749999999993 161.68793877359823 126.01152551935361 160.59460382513666 -0.37201424530984006 1.7925193523268239 270.45094158640416 325.82830373917437 52.698768687921813 61.102749208880404 1.1794877548090315 1.1279555708516322 1.8215029034510097 1.5317680275859018 1.7432591156382091 1.7162922708762982 130.65119555935101 1.8338905624187345 -0.085976432819750995 97.991044776119409 1.6336978639766044 351.83194237853382 195.67217955551251 394.55342469836404 64.907398504273516 1.4590757491736199
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 -3 -1 -5 6 7 -6 20 12 -11 -12 15 14 -14 -10 18 -18 19 24 21 22 -7 -24 25 26 -15 -27 -26 -29
right_child=1 2 -4 4 5 8 -8 -9 9 10 11 -13 13 16 -16 -17 17 -19 -20 -21 -22 -23 23 -25 28 27 -28 29 -30 -31
leaf_value=-0.022894795439442842 -0.0044324008626307346 0.0047344771597315283 0.10172625575214625 0.04265121867736945 0.03716433147589366 0.0016247489452362062 -0.075675776130741557 -0.038357261621526313 0.065811642428690739 0.042164988191798335 -0.094340488645442144 -0.0038910630380823499 -0.0090649873431351401 0.0017298205414923225 -0.073405667548914519 -0.0030872968646387263 -0.074978163554756491 -0.0027646232655913127 0.051193701353622605 -0.046687350278863539 -0.018396822904998607 -0.012908179685473442 0.028734725394419264 0.091774839943363551 0.056284799221260798 0.045417349488549946 -0.092891632359136236 -0.00080612039493248441 0.0054617186295318199 0.011734567836152593
leaf_weight=59 134 34 20 26 21 25 21 21 22 20 24 21 31 41 33 21 22 61 32 26 22 25 21 21 29 37 22 3272 145 267
leaf_count=59 134 34 20 26 21 25 21 21 22 20 24 21 31 41 33 21 22 61 32 26 22 25 21 21 29 37 22 3272 145 267
internal_value=0 0.00851891 0.0406574 -0.000364985 -5.79262e-05 -0.000315988 -0.0256229 -0.000596465 6.0035e-05 -0.0003852 -0.0231167 -0.0521308 -2.13623e-05 -0.000365798 -0.0422407 0.0321633 0.000311995 -0.0219056 0.000788372 0.000368218 0.0161744 0.0244415 0.0383779 0.0602548 0.00068908 5.58539e-05 -0.0313126 0.000608486 0.0139322 0.000140012
internal_weight=0 188 54 4388 4329 4303 63 42 4240 4126 65 45 4061 4018 64 43 3954 83 3871 3839 114 92 67 42 3813 3639 63 3576 174 3539
internal_count=4576 188 54 4388 4329 4303 63 42 4240 4126 65 45 4061 4018 64 43 3954 83 3871 3839 114 92 67 42 3813 3639 63 3576 174 3539
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=21 12 16 15 16 15 10 18 18 18 15 18 19 12 12 21 14 12 16 3 19 1 7 1 18 12 19 12 2 3
split_gain=1.35425 3.79233 2.90242 11.0468 6.09711 4.52624 7.45884 3.97011 2.30606 3.20151 3.50954 2.73869 7.93984 4.18117 6.00831 9.88037 9.35965 5.35239 5.16052 5.77807 3.94016 3.6997 6.01237 3.62839 3.53681 3.3789 10.5265 3.41388 9.44534 9.41037
threshold=0.11496492584935514 696.13616878035339 85.15000000000002 1451.0000000000002 99.300000000000011 422.50000000000006 138.0433551457466 1.4896295661311385 2.3104292835578164 2.0165996304859859 567.00000000000011 1.6336978639766044 1.9155910066395678 307.00034436897357 647.30097623307859 0.61875162364534508 0.058201226945386174 1803.9604426381327 568.20000000000016 291.30931970225885 1.5317680275859018 181.55706887584907 134.09727189069281 199.65312567537322 1.7701913787141719 351.83194237853382 1.5317680275859018 825.09628982770664 324.43435222680631 285.46300563294835
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 5 -4 -2 -7 -8 9 11 -11 12 21 -13 15 -15 -17 20 19 -19 -16 22 -6 -23 -21 26 -25 28 -27 -30
right_child=2 -3 4 -5 8 6 7 -9 -10 10 -12 13 -14 14 17 16 -18 18 -20 24 -22 23 -24 25 -26 27 -28 -29 29 -31
leaf_value=-0.0086159873404540125 0.026990675672681798 0.036676496127620341 0.033015076137546985 -0.081281301485640667 -0.05575729612441313 -0.066918004579132509 0.026389591698534789 -0.025171584759040605 0.032098081225359981 -0.005907967098136532 -0.053579759079477068 0.048072593143209816 -0.056923041492700582 0.028105926395704351 0.019535884572254435 -0.097624862082302574 -0.010419829838792794 0.015503060896739815 0.033009886878232163 -0.013382871481387512 0.06508497384687266 0.029597315046845415 0.0065239145390449038 -0.060637221801461597 -0.070882002469152217 -0.05081180626383195 0.028663466819985346 -0.0011313367918321536 0.078226803168654449 0.0081011387651852441
leaf_weight=38 36 36 56 21 31 21 32 28 22 47 23 25 25 30 91 20 32 33 30 23 24 41 31 33 20 26 22 3216 20 443
leaf_count=38 36 36 56 21 31 21 32 28 22 47 23 25 25 30 91 20 32 33 30 23 24 41 31 33 20 26 22 3216 20 443
internal_value=0 0.0134182 -0.000220557 -0.014499 0.000230961 -0.0025124 -0.0156249 0.00232771 -0.000195203 -0.000360964 -0.0215716 -8.79538e-06 -0.000749074 0.00876621 0.00552311 -0.0175946 -0.0439602 0.0141007 -0.00210895 -0.0159716 0.0290418 -0.000385535 -0.0246167 9.71121e-06 -0.0401267 -0.00031292 -0.0249169 5.23224e-05 0.00783688 0.0111303
internal_weight=0 74 4502 138 4364 117 81 60 4308 4286 70 4216 3888 328 303 82 52 221 106 76 115 3863 62 3801 43 3760 55 3705 489 463
internal_count=4576 74 4502 138 4364 117 81 60 4308 4286 70 4216 3888 328 303 82 52 221 106 76 115 3863 62 3801 43 3760 55 3705 489 463
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=22 17 17 14 24 25 29 22 13 16 12 0 29 29 16 13 29 24 25 12 24 13 28 17 17 8 16 20 22 25
split_gain=1.52679 7.81072 23.71 10.9192 7.82671 9.13867 8.9535 7.18871 10.8318 12.5904 7.5135 9.24262 7.28759 11.2627 8.57583 7.12932 6.80011 8.01672 7.4671 7.385 9.64316 7.99405 6.48146 6.38876 6.56353 13.679 5.60107 5.14213 5.12044 5.00642
threshold=0.081927615288730757 1.3165510933168523 1.2946534492351118 0.1818941153009819 0.045136818406993677 0.07542547481809074 65.000000000000014 0.021392570945815762 102.00622775800713 446.67500000000001 977.65344042542085 355.63626764539816 95.000000000000014 185.00000000000003 358.50000000000006 150.0018735362998 65.000000000000014 -0.0097585497911600993 -0.066479899109142954 2272.9406084801471 0.23551980540063203 114.65633160713884 7.5000000000000009 1.3974018096449365 1.5321720549641069 577.66819291819309 365.07500000000005 1.847534744414755 0.016530332930310334 0.19102080512832306
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 -2 6 -6 16 9 10 -9 -12 -10 -14 -15 23 17 18 -1 20 21 26 -17 -3 -25 -26 -19 -16 -18 -7
right_child=1 15 -4 -5 5 29 -8 8 12 -11 11 -13 13 14 27 22 28 19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.019879526931505936 -0.04774394345780214 0.080521730820720019 -0.093003853934782527 0.073041407178555215 0.00020344055374152959 -0.021192462142903871 0.093693149551039648 -0.060451828134911401 0.021405133856460451 -0.10649315693780133 0.036783744295438132 -0.043102498113044674 -0.086230879388749612 -0.037299180004952685 -0.0058769798651337624 -0.031750318579174375 0.0020269306077264578 1.9793313191230618e-05 0.053923077290428105 -0.063118024447407481 -0.063822363398503515 0.04177265385346067 0.034161227941513064 -0.0031250609381293713 -0.0032926663756370545 0.10954134428784962 -0.05083604967221618 0.065831687767058611 0.046766211830366118 0.0015164821783699035
leaf_weight=26 33 26 27 21 20 102 21 35 80 23 30 28 20 36 20 37 1590 67 29 39 32 31 25 44 22 21 32 20 26 2013
leaf_count=26 33 26 27 21 20 102 21 35 80 23 30 28 20 36 20 37 1590 67 29 39 32 31 25 44 22 21 32 20 26 2013
internal_value=0 0.00173016 0.000138528 0.00127647 0.000587996 0.00132777 0.0480884 -0.00192844 -0.0165219 -0.0402458 -0.0238621 -0.00178203 -0.0008857 -0.0194614 -0.00189048 0.0220758 0.000347889 -0.0147949 0.0190346 -0.0240517 -0.0146469 -0.00254212 -0.00517308 0.0370265 0.0240279 0.0518123 -0.0164185 0.0299774 0.00274675 0.000421299
internal_weight=0 2412 2237 2210 2189 2156 41 2164 292 116 93 58 176 96 76 175 1872 256 55 201 162 130 62 113 87 43 99 40 1616 2115
internal_count=4576 2412 2237 2210 2189 2156 41 2164 292 116 93 58 176 96 76 175 1872 256 55 201 162 130 62 113 87 43 99 40 1616 2115
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=22 23 17 14 14 20 9 13 29 25 25 13 9 22 16 23 24 23 23 25 2 2 13 20 20 9 13 29 14 17
split_gain=1.61137 11.0608 14.9756 3.71638 5.2156 6.27569 6.18942 7.14301 6.22611 4.60113 8.05643 4.67784 4.59753 4.8767 4.85579 3.78855 4.09279 3.47621 3.39397 7.39017 5.04654 9.49095 8.65157 6.66897 9.30653 6.24053 6.91539 5.77839 11.915 10.5079
threshold=-0.17286638422276931 -0.17904505301528703 1.6061436661287403 0.47791418100761757 0.41398872641587714 1.7423168622697631 244.80466528499969 183.94371214820094 65.000000000000014 -0.096323295266314668 -0.074876196471299047 156.00176056338032 148.6117846908505 -0.27655576411233229 201.12500000000003 -0.32872105223791226 -0.038100863604278938 -0.25599442811167405 -0.10139550071860227 -0.082216702433366443 716.22928200086255 757.95703221199051 157.0474629914298 1.5592426972962905 1.8154160215212853 176.65487301931844 224.80321172210395 170.00000000000003 0.082866042845783014 1.7016973564714839
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 3 -3 4 6 -6 7 8 -1 -5 -11 -12 14 -14 -10 -16 -17 -18 20 -20 22 -22 27 -23 -25 -24 -27 28 -2 -29
right_child=18 2 -4 9 5 -7 -8 -9 12 10 11 -13 13 -15 15 16 17 -19 19 -21 21 23 25 24 -26 26 -28 29 -30 -31
leaf_value=-0.047222458491367955 0.050197714830146116 -0.1140865442653497 -0.0054077039210824298 -0.02179114901675628 -0.078920365646481527 0.00029887801036238676 -0.036999941582596584 0.040845048859376801 0.034964407704494618 0.08194133144803345 0.026898444405927951 -0.029512607767468408 -0.0045475235283374783 0.055254194382578142 0.0014841499467868181 0.009917289931327105 -0.064428014308214196 -0.010954082179814577 -0.053694065975455146 -0.00017062294505132595 0.083702250310908194 0.044175862388587311 0.00032907248262250633 -0.057049852050840857 0.025894872657954694 -0.086783125604658076 -0.012344058531408127 0.030831151262214602 -0.01498739091330208 -0.017450837341089875
leaf_weight=28 34 21 32 26 20 20 43 44 27 20 49 21 25 30 105 20 31 20 26 3301 23 38 57 24 31 24 26 191 160 59
leaf_count=28 34 21 32 26 20 20 43 44 27 20 49 21 25 30 105 20 31 20 26 3301 23 38 57 24 31 24 26 191 160 59
internal_value=0 -0.00491583 -0.0484691 -0.000552268 -0.00499435 -0.0393107 -0.00131431 0.00333564 -0.00243504 0.0152631 0.0259676 0.00997513 0.00242561 0.0280716 -0.00452281 -0.0105805 -0.0284226 -0.0434578 0.000716328 -0.000588901 0.00722682 0.0261843 0.00323577 0.0119594 -0.0102992 -0.0222896 -0.0480748 0.00938714 -0.0035632 0.0194366
internal_weight=0 582 53 529 413 40 373 330 286 116 90 70 258 55 203 176 71 51 3994 3327 667 116 551 93 55 107 50 444 194 250
internal_count=4576 582 53 529 413 40 373 330 286 116 90 70 258 55 203 176 71 51 3994 3327 667 116 551 93 55 107 50 444 194 250
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=22 29 25 4 17 2 10 7 4 15 10 4 15 17 17 26 27 17 12 22 0 4 15 15 17 0 8 15 2 10
split_gain=1.58633 5.8225 6.34082 7.42052 1.75578 3.06252 2.71644 5.32518 3.46787 2.94162 2.58753 6.15252 6.67944 5.61343 6.46489 5.19144 3.90083 3.28389 5.52378 3.37255 3.59653 8.15569 5.02344 4.46315 7.17166 5.93794 5.44341 7.05421 4.19144 5.38678
threshold=-0.38859206975480393 125.00000000000001 -0.048295738575626239 374.23667362307594 2.322753048314135 240.3186377001318 40.487205904857156 110.95425890227895 60.794923352302625 217.50000000000003 61.102749208880404 274.51941182800323 429.19999999999987 2.1086995115904386 1.9428516382329091 1.5000000000000002 8.5000000000000018 1.7925193523268239 2557.1138465878207 -0.32760463182150873 111.49122735742006 290.76645860635682 767.37500000000011 401.59999999999951 1.5321720549641069 125.72423328305682 309.81701083948809 363.00000000000006 339.94644946265953 69.736401654845565
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 -4 6 -6 7 -2 -8 -10 11 12 -11 14 17 -14 -13 19 -19 -12 21 22 -21 24 26 -25 -22 -28 -27 -30
right_child=4 2 3 -5 5 -7 8 -9 9 10 13 16 15 -15 -16 -17 -18 18 -20 20 23 -23 -24 25 -26 28 27 -29 29 -31
leaf_value=0.027998970090239134 -0.001032653632056382 0.00439206840520775 -0.012306299466978421 -0.096468188278377054 -0.00078821222043850214 0.04806235500034832 -0.035940872801950685 0.063324232771992686 0.033544180298653935 -0.0059431490229649685 0.036448727782744057 0.042677406637274012 -0.021131617952462125 -0.048960040898426725 0.042192407032927953 -0.08832011104601882 -0.011591067165136339 -0.053361027849217257 0.0073227529227733613 0.019108079342792433 0.0089363992022460006 0.072236118872057317 -0.029309618969758353 -0.041827973487758734 -0.073560298737138513 0.014641340894175884 0.0032841132155486518 -0.079699327349662785 -0.032298952720913231 0.00044049967051783251
leaf_weight=27 36 37 22 20 33 21 27 20 26 72 26 27 23 23 37 23 26 30 30 75 68 22 30 33 20 206 21 20 51 3444
leaf_count=27 36 37 22 20 33 21 27 20 26 72 26 27 23 23 37 23 26 30 30 75 68 22 30 33 20 206 21 20 51 3444
internal_value=0 -0.0120908 -0.0257924 -0.0523834 0.000286717 0.0182092 6.75555e-05 0.0219519 -0.000213528 9.09753e-06 -0.000193343 -0.0122478 -0.0249601 0.00030504 0.000580532 -0.0547259 0.0160551 0.000202799 -0.0230191 0.00054974 0.000315812 0.0168741 0.00527445 -0.000228559 -0.0185159 0.000403221 -0.00841601 -0.0371956 0.000779776 -3.72434e-05
internal_weight=0 106 79 42 4470 54 4416 56 4360 4333 4307 171 118 4136 4113 46 53 4076 60 4016 3990 127 105 3863 129 3734 109 41 3701 3495
internal_count=4576 106 79 42 4470 54 4416 56 4360 4333 4307 171 118 4136 4113 46 53 4076 60 4016 3990 127 105 3863 129 3734 109 41 3701 3495
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=5 11 8 17 20 20 17 11 2 15 11 4 22 5 14 7 15 22 12 16 3 14 25 14 3 6 11 3 0 12
split_gain=1.57106 7.82854 7.27128 6.5052 9.11628 3.914 3.36392 3.17688 2.84573 2.5293 1.79811 30.0174 7.15961 5.577 1.9128 9.70538 6.77504 7.12667 13.8889 6.25805 8.9847 9.36609 13.6398 7.928 6.32181 10.2583 18.2477 11.513 11.1053 8.4902
threshold=1123.7803030303032 1003.7225040176779 1830.351041666667 1.0653531176101441 2.0675654581151894 1.8810628447724718 0.93823201607538553 911.67021276595756 1145.7830766940938 1595.2 770.23032679738571 806.93384598274884 -0.016913579183871482 856.24654198169526 0.057089363938411103 832.25178096178354 351.50000000000006 0.077233691794285173 621.90479225028889 753.80000000000007 531.48330285639724 0.15226921889472064 0.026734085252521932 0.20551080195794694 390.51795356444859 325.31118558653753 233.08336898360685 410.17732588776477 381.3738279794519 1470.3951895846926
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 -3 5 -5 9 -7 10 -9 -2 14 -12 -13 -14 16 19 -1 18 -18 20 24 22 -22 -23 -16 26 -26 -27 -28 -29
right_child=3 2 -4 4 -6 6 -8 8 -10 -11 11 12 13 -15 15 -17 17 -19 -20 -21 21 23 -24 -25 25 27 28 29 -30 -31
leaf_value=0.048994731996208435 -0.051641045040672733 -0.081139905815539148 0.0013043876364827157 0.092219242369756108 -9.4051490051914817e-05 0.038817556119627422 -0.0091107143904082481 0.047166849479631144 -0.00015859495227535565 -0.0019512299308553341 -0.1214655057660171 -0.0376133856865076 0.059970001748728533 0.0055175526713531833 0.0030700943140375449 0.070126937808735038 -0.094616840957176124 -5.0912556491477021e-05 -0.010582291474565865 -0.034663564040649519 0.11918636512011289 -0.047693101381478108 0.023418034645247051 0.01397108240768255 -0.0053193217917130546 -0.042653785674077162 -0.039723321795463562 0.048005441750089334 -0.14384277905228374 -0.0013348588495395118
leaf_weight=26 21 23 20 20 23 27 32 27 24 20 21 26 27 62 1134 21 21 1962 310 46 20 23 58 223 65 53 21 45 20 155
leaf_count=26 21 23 20 20 23 27 32 27 24 20 21 26 27 62 1134 21 21 1962 310 46 20 23 58 223 65 53 21 45 20 155
internal_value=0 -0.000332792 -0.0427937 0.0103165 0.0428424 -0.00366955 0.0128226 8.31125e-05 0.0248961 -0.0274021 -0.000208535 -0.0115253 0.0085507 0.0220368 0.000157652 0.00252447 -0.0017652 -0.00234076 -0.0159138 0.00176245 0.00268462 0.0177796 0.047974 0.00820573 -0.000591174 -0.0121563 -0.0382717 -0.00121466 -0.0905133 0.00976671
internal_weight=0 4433 43 143 43 100 59 4390 51 41 4339 136 115 89 4203 1884 2319 2293 331 1863 1817 324 78 246 1493 359 106 253 41 200
internal_count=4576 4433 43 143 43 100 59 4390 51 41 4339 136 115 89 4203 1884 2319 2293 331 1863 1817 324 78 246 1493 359 106 253 41 200
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=3 3 28 19 21 28 21 9 9 15 7 21 1 22 9 18 19 22 15 15 1 28 3 19 16 7 0 2 18 21
split_gain=1.30442 7.30778 6.09114 7.91108 5.75764 5.223 9.04812 4.94913 3.61478 3.45722 5.37674 15.11 4.71229 8.91953 4.67507 5.38461 5.24718 4.85564 4.63403 4.5478 9.15338 3.50435 4.57047 6.69228 3.18463 3.13808 9.31309 5.62988 5.91771 5.59611
threshold=1469.3081969918919 1422.2589975618257 17.500000000000004 1.2362175016665931 0.46746628625212233 3.5000000000000004 0.40266009625388921 310.51692460094955 220.066600992411 2769.3499999999999 2327.8472985347994 0.50135446385178895 1109.1138734232829 0.19110283320797603 245.9273559219483 1.2732196612068043 1.170443036526615 0.25693820502567061 2473.6499999999992 2542.5000000000005 1007.9143659106692 28.500000000000004 857.99543175797805 1.1399352335110322 648.90000000000009 2073.1215760961354 731.50483091787453 1240.4823740922104 1.2110988327356951 0.49730626389733262
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 5 4 -4 -2 -7 -3 -8 10 12 18 19 -14 17 16 -16 -11 -12 21 -21 25 23 -23 -10 27 29 -1 -29 -27
right_child=2 7 3 -5 -6 6 8 -9 24 14 11 -13 13 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00023498465937692452 -0.0052592790417423079 -0.059883613796795125 -0.029997606337070465 -0.069939708001911641 0.037215012440887783 0.08782998232737832 -0.019155575654336385 -0.0059275949634063768 0.00062666219614800956 -0.02151786471961532 0.037259018005404092 -0.10136089639738202 -0.014377039894461633 0.06713068844943211 0.025773273227182598 -0.010162537562692623 0.089348020441830156 0.029370990792910258 -0.024422617950316135 -0.0049128292927889568 -0.082417077533900748 0.03764298658445478 0.054514873745264841 -0.038931883969122456 0.05176017207318339 0.039841832965612417 -0.065524706938143426 0.072358458709310403 0.0030523616105451118 -0.017913851722636643
leaf_weight=3692 56 34 25 20 26 23 21 34 21 50 21 20 25 29 37 22 20 30 29 64 20 25 27 21 29 25 29 22 28 51
leaf_count=3692 56 34 25 20 26 23 21 34 21 50 21 20 25 29 37 22 20 30 29 64 20 25 27 21 29 25 29 22 28 51
internal_value=0 -0.000380336 0.00749486 -0.0166358 0.00426765 0.0189167 0.0333194 -0.0329056 0.0156611 0.000135577 -0.000421757 -0.0279005 5.22474e-05 0.0293956 0.0146052 0.0318607 0.0480802 -0.00243454 0.00148367 -0.000343493 -0.0233662 0.000149852 0.0218549 0.00268489 0.0302841 -0.000262019 -0.0173122 0.000216405 0.033547 0.00108473
internal_weight=0 4355 221 71 51 150 94 68 71 4287 4128 70 4058 54 159 79 57 80 50 4004 84 3920 73 46 50 3847 105 3742 50 76
internal_count=4576 4355 221 71 51 150 94 68 71 4287 4128 70 4058 54 159 79 57 80 50 4004 84 3920 73 46 50 3847 105 3742 50 76
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=11 7 12 1 18 3 18 12 12 5 2 0 4 1 8 21 19 16 0 16 20 5 12 12 19 20 13 4 13 12
split_gain=1.39201 5.29198 4.61581 10.3044 7.74488 7.4482 5.55021 4.46992 10.0531 4.37256 6.20964 18.3764 6.49599 6.33414 5.87257 5.08634 4.92101 5.42543 4.81973 4.36509 4.32591 4.11554 11.0538 9.00395 8.70592 7.39524 9.6037 6.20378 6.00929 5.67986
threshold=172.97408026755855 184.65274443669409 504.88397726533054 429.42926720922088 1.4011810466846775 821.48340389351631 1.5986048634723116 1111.7961438800783 1058.8096562237181 169.73473701107608 490.47147937872631 259.01015801354407 220.00011799422316 324.23743111102698 3092.2678571428573 0.45657804896458243 1.1454984165943294 228.32500000000002 442.50000000000006 235.30000000000004 4.8576572863823246 210.64741989180195 802.42325992350709 2251.4456328744541 1.3288756317481984 3.1317964465602697 112.86487510839352 238.66925049342402 82.809621085290388 1171.2975105536023
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 -3 -5 -6 8 9 10 13 -12 15 19 16 -13 -11 -18 -19 20 -1 22 24 25 -4 26 28 -25 -24 -27
right_child=1 2 21 5 6 -7 -8 -9 -10 14 11 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 23 27 -26 29 -28 -29 -30 -31
leaf_value=-0.0037481959165933617 -0.05244529590010643 -0.054450149874069868 -0.10304635112935848 0.10298910638317467 0.054732684242923782 0.01668616320937872 -0.0075065036132735651 0.0076526225896728015 -0.068539267464581388 0.061626795306801797 -0.10871202776377852 -0.013287909645587207 -0.039789687578791172 0.048577056854963302 -0.026552876715841528 0.058030646592378624 0.053144644516641686 -0.028491421422046245 0.033721037646755575 -0.042941512781768471 0.0379751876824432 -0.00031217074668508514 -0.011065471129173913 -0.078693529542373575 -0.015956153643007079 0.06890819342806935 0.045512026071548466 -0.015085794306967571 -0.069924091801724653 0.011983413511815554
leaf_weight=312 20 21 22 20 23 20 38 784 23 28 22 20 29 25 27 20 23 33 20 26 27 2682 82 23 24 24 25 46 22 65
leaf_count=312 20 21 22 20 23 20 38 784 23 28 22 20 29 25 27 20 23 33 20 26 27 2682 82 23 24 24 25 46 22 65
internal_value=0 -0.00116932 -0.000842407 0.0182267 -0.00207132 0.0598376 0.0159607 0.0026015 -0.00363484 -0.00119562 -0.0056068 -0.0291287 -0.00375429 -0.000118359 0.0150012 0.0223714 0.0257892 0.0125859 -0.00501502 -0.00345366 -0.000425095 -0.00161403 -0.0120992 -0.00480515 -0.057608 0.00515973 -0.0101387 -0.0362884 -0.0235163 0.0273339
internal_weight=0 3157 3137 122 82 40 61 1419 635 612 481 91 69 390 131 40 104 76 53 365 339 3015 333 287 46 218 129 69 104 89
internal_count=4576 3157 3137 122 82 40 61 1419 635 612 481 91 69 390 131 40 104 76 53 365 339 3015 333 287 46 218 129 69 104 89
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=9 22 12 28 13 3 3 6 12 9 22 5 9 14 28 28 10 8 14 5 14 19 12 2 22 2 19 14 22 8
split_gain=1.35875 5.37395 5.20825 9.59884 8.01002 10.7556 8.91136 8.1945 18.2453 6.47685 9.4015 9.49193 8.21502 7.22702 7.07183 8.14352 9.03598 6.47667 7.11725 6.38837 6.29713 6.17165 7.50931 7.12085 9.00801 6.90089 14.9973 5.69668 5.37172 20.5134
threshold=227.54229369562958 -0.30810662651344434 2146.0496320446678 26.500000000000004 121.76821329476589 448.5636609816558 387.80712607536049 277.13977272727283 1398.1768500842807 173.56861977731236 0.26565960783668424 312.37281049554184 188.75333551340748 0.0017618153540519372 12.500000000000002 3.5000000000000004 128.6308780137494 635.76893939393949 0.003223954851655826 96.159075692360048 0.1112862752305251 1.2198906317057527 2476.0840774282829 871.52976039217958 0.19338840886899236 539.90865400203018 1.1162614569290781 0.0081736044550634757 0.081927615288730757 481.90312473820899
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 4 19 9 6 20 27 -9 28 14 12 -12 -14 15 -11 -17 -16 -19 -4 -6 22 25 -23 -25 -21 -27 -7 29 -1
right_child=1 -3 3 -5 5 7 -8 8 -10 10 11 -13 13 -15 17 16 -18 18 -20 21 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0035675931976540684 -0.050863862606704724 -0.00120794149168694 0.036309332391829229 0.04231037406659708 0.051782702525249795 -0.017226578813532126 -0.053018095369704747 0.12907615836177552 0.0040208911034278578 0.0053163260491865295 -0.043968486896267645 -0.050733281022463099 0.0015376784252123788 0.059395971926860518 0.035864323292459761 0.099688297683106997 0.034283168449304825 0.012207461448593273 -0.054360084203553621 -0.0089661794795435588 0.004854745461300632 -0.087671115472912786 -0.00042678203993296672 0.01604466075077653 -0.067079079218886117 -0.10936992891992514 -0.0038977037183940411 0.053950765288688918 0.011977997202306025 -0.077138772506902861
leaf_weight=501 22 2336 32 41 36 23 22 28 20 62 27 39 77 30 35 28 86 36 29 85 139 20 496 32 22 26 28 22 155 41
leaf_count=501 22 2336 32 41 36 23 22 28 20 62 27 39 77 30 35 28 86 36 29 85 139 20 496 32 22 26 28 22 155 41
internal_value=0 -0.00167123 0.00177672 -0.00478986 0.00535267 0.0201995 0.00696746 0.0482286 0.0769698 0.00159562 0.0109622 -0.00731484 0.00532188 0.0177596 0.0224185 0.0344843 0.0503476 0.00118277 -0.0174919 -0.00739595 0.0145085 -0.00936854 -0.00618356 -0.0366991 -0.0178206 -0.0267257 -0.0546806 0.0175712 -0.00443826 -0.00913294
internal_weight=0 2358 2218 782 1436 290 197 93 48 1146 449 173 134 107 276 176 114 100 65 741 175 709 635 74 54 139 54 45 697 542
internal_count=4576 2358 2218 782 1436 290 197 93 48 1146 449 173 134 107 276 176 114 100 65 741 175 709 635 74 54 139 54 45 697 542
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=14 14 22 11 13 17 22 17 15 15 21 3 9 17 23 29 15 8 15 7 3 7 17 25 0 11 9 15 0 7
split_gain=1.36912 6.39245 4.47053 12.8609 4.00699 4.32888 6.34859 3.9646 5.68025 15.5029 5.849 4.76417 4.42615 5.52895 10.1908 6.78554 4.33179 3.97209 4.2069 3.91335 3.87426 4.99286 4.94647 3.56608 3.33275 3.39669 3.26077 3.07267 3.41892 3.06488
threshold=0.00073818223639720789 0.00078555982896205071 0.22427747315069585 696.49545078028359 111.03550724637682 1.0653531176101441 0.31742834546774024 1.0146553499236741 1030.3499999999988 893.50000000000011 0.60622066645992023 436.84078626866454 369.37034825870654 0.97557448056880836 0.73280689305211066 95.000000000000014 702.50000000000011 3171.0000000000005 2636.6499999999996 1651.0006004448448 1285.8118543851081 2087.5591415830554 0.95640832281497123 0.8166476231049028 940.87834612105723 142.32607351425631 241.59133597883599 2815.3499999999995 643.39479541621029 2207.5419607590597
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 20 4 7 6 26 8 9 11 12 16 13 14 15 -10 -4 29 -19 -14 -1 22 -22 -16 25 -23 -6 28 -15 -9
right_child=1 -3 3 -5 5 -7 -8 17 10 -11 -12 -13 19 27 23 -17 -18 18 -20 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.031902731666648941 0.053380300250390304 0.00049769007217477295 -0.028221126752240318 -0.07988053718581796 -0.013293761245029815 -0.027151868634280707 0.069515490531921395 0.0040172394789424878 0.023476445972919466 0.077869432030812563 -0.064556318971103629 -0.045999167198615687 -0.017269847613005412 -0.012910855416622428 -0.10188144713285424 -0.04964112862944603 0.033969476368899153 -0.030945940224862679 0.016629221197217704 0.044537704102694989 0.0030350311780753345 0.054446386486291888 -0.064964034557342537 -0.048510291265143501 -0.0072864499812324846 0.0097299331728861026 0.036114888350394642 -0.037212322182243782 0.034677658215738261 0.050102037862719356
leaf_weight=53 23 3707 21 24 34 21 22 31 30 23 29 31 21 36 21 22 24 41 34 20 23 25 20 31 60 53 22 21 26 27
leaf_count=53 23 3707 21 24 34 21 22 31 30 23 29 31 21 36 21 22 24 41 34 20 23 25 20 31 60 53 22 21 26 27
internal_value=0 0.000823776 -0.00363201 -0.00812698 -0.00519827 0.0131484 0.0239985 -0.00891262 -0.0144162 0.00593582 -0.0222561 -0.0158336 -0.0168758 -0.0233998 -0.038761 -0.00745791 0.00494719 0.00581879 -0.00937853 0.0128802 0.00812406 0.00116124 -0.0285924 -0.070064 0.0104323 0.0240621 0.00611678 -0.00415217 0.00704562 0.0254705
internal_weight=0 3730 846 612 588 99 78 489 356 99 257 76 228 187 104 52 45 133 75 41 234 181 43 52 138 78 56 83 62 58
internal_count=4576 3730 846 612 588 99 78 489 356 99 257 76 228 187 104 52 45 133 75 41 234 181 43 52 138 78 56 83 62 58
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=4 5 4 11 5 9 19 11 11 28 8 22 22 22 29 19 22 22 28 22 4 11 8 29 2 4 7 5 11 4
split_gain=1.25295 7.27644 6.82755 4.84142 9.51123 4.68677 6.54818 12.488 5.95635 8.16366 9.71362 5.36284 8.91567 5.8969 12.7666 7.41074 9.09407 6.56259 5.76123 5.29504 5.77514 4.91947 9.07799 8.44587 4.85976 4.78881 4.25289 4.21562 9.95294 4.27396
threshold=385.43965417068279 373.40149199790619 389.66294410241613 175.10722558802567 248.26956306747391 227.54229369562958 0.91257150666709264 287.74752772187611 266.15278859525137 1.5000000000000002 617.89756889452019 0.37043436691377946 0.43731184851877836 0.26565960783668424 170.00000000000003 1.2793725231258015 0.31296157970162986 0.29545251667484079 13.500000000000002 0.25693820502567061 347.5401173692652 287.74752772187611 440.25445901639347 140.00000000000003 517.21480908672345 337.85021308905192 265.44066801923174 265.75243509655826 225.31769880672417 395.64033307911296
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 -4 -5 8 7 -7 11 -10 -11 13 -13 19 15 16 18 -17 -15 20 25 22 -8 24 -23 -1 -24 28 -6 -29
right_child=2 -3 3 4 27 6 21 -9 9 10 -12 12 -14 14 -16 17 -18 -19 -20 -21 -22 23 26 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0027884817603479051 0.045520992598363334 -0.049735908618857787 0.020443618551189129 -0.046675727182869303 0.0023309547120464102 0.0073942206078960043 -0.073657323643565184 -0.081661249155877164 -0.022425020267458066 0.097034635581076153 0.015348382757322207 0.061992297088727361 -0.014025297002108009 -0.023676221006446417 -0.076405810490250595 -0.024915060238993689 -0.068219134259608488 0.040050367017587025 0.037847397330662481 0.052127187495075528 -0.018435359060360017 0.020481029230127623 0.040125974174588921 0.068255339562892911 -0.032811762352607084 0.042133764990285275 -0.0066746790680297374 -0.046038846578449012 0.084512347113341102 0.00042789432919105989
leaf_weight=929 35 31 121 43 56 31 20 32 23 24 37 36 27 45 30 23 31 48 23 21 129 44 20 24 28 32 666 20 20 1927
leaf_count=929 35 31 121 43 56 31 20 32 23 24 37 36 27 45 30 23 31 48 23 21 129 44 20 24 28 32 666 20 20 1927
internal_value=0 -0.00160765 0.00170316 0.00100191 -0.000136738 -0.000965389 -0.00679692 -0.0378403 0.00249433 0.0283446 0.0474872 0.000913969 0.0294133 -0.000455566 -0.0162627 -0.00564919 -0.0233306 0.0190052 -0.00286676 0.00239 0.00143176 -0.00435835 -0.00724641 0.0168809 -0.000243945 0.00409863 -0.00531023 0.000852474 0.0239576 -4.9422e-05
internal_weight=0 2354 2222 2187 2066 2323 865 63 1458 84 61 1374 63 1311 200 170 99 71 68 1111 1090 802 706 96 72 961 686 2023 76 1947
internal_count=4576 2354 2222 2187 2066 2323 865 63 1458 84 61 1374 63 1311 200 170 99 71 68 1111 1090 802 706 96 72 961 686 2023 76 1947
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=1 7 22 7 25 27 25 0 0 3 23 2 20 1 19 0 0 3 25 22 3 7 2 3 20 3 26 0 5 8
split_gain=1.31132 6.59228 4.29296 5.07898 2.04147 4.74641 3.49218 3.26538 3.25402 2.57262 8.18933 6.19818 5.96514 5.38541 5.35355 4.22866 5.24397 3.19593 3.03439 2.80402 2.49009 7.23409 3.5705 5.19189 7.85887 5.59675 4.68195 4.45496 7.13157 9.43407
threshold=1366.7587579360741 2920.6335982630021 0.3466497602296984 2545.0124911362032 0.8483465953585948 5.5000000000000009 0.8401370824379305 346.40154212137344 692.907907907908 1402.3325146198833 0.80497056603439432 1275.1234906027491 2.1558601614416277 1074.9356745375592 1.1832861177460234 744.06002824858763 940.87834612105723 1459.0789939388219 0.82983033387339888 0.1875182704403329 1263.6579664896642 2040.1212368783547 1196.3398204943173 1138.1069273058877 2.087233011743038 1108.7565190061823 1.5000000000000002 749.46212755731869 505.84331173900915 931.45934263152515
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 -2 6 -6 9 -7 -9 11 17 13 15 18 -14 -13 -17 -11 20 -19 22 -22 23 25 -25 27 -26 -1 -29 -30
right_child=2 -3 -4 -5 5 7 -8 8 -10 10 -12 12 14 -15 -16 16 -18 19 -20 -21 21 -23 -24 24 26 -27 -28 28 29 -31
leaf_value=0.0005449764882188323 0.045141640305519107 -0.044183387542965219 0.040430500577477851 -0.0088182093805036724 0.054110919433119513 -0.032388879656791686 -0.028649024509413298 0.041741479228949177 -0.010332377875844638 -0.025673337451912262 -0.068023316141055987 0.041783244954422122 0.070457869487889943 -0.044019819767813072 0.013917058917947792 -0.050087246434255085 0.011564310760916892 -0.0058644047050620436 0.036207800228958545 0.035843305933047777 0.014617794387352966 -0.064770033447579908 0.020698775235200074 -0.075743849710984676 -0.035460472047356341 0.040594924197477456 0.014457378874067218 -0.059849789127286883 -0.063090474690999029 0.0085140950127464265
leaf_weight=3520 21 34 34 103 23 20 43 24 24 37 23 20 34 28 33 22 37 40 23 27 24 22 82 22 34 34 42 31 23 92
leaf_count=3520 21 34 34 103 23 20 43 24 24 37 23 20 34 28 33 22 37 40 23 27 24 22 82 22 34 34 42 31 23 92
internal_value=0 -0.00032013 0.00895149 0.000320152 2.005e-05 0.0148417 -0.000294128 0.00155942 0.0157046 -7.24345e-06 -0.0140256 0.000424563 0.0206607 -0.000318326 0.0426094 0.00204589 -0.0114244 -0.00208385 -8.46506e-06 0.0109432 -0.000220634 -0.0233503 5.3584e-05 -0.000392152 -0.0231103 0.000209572 -0.00787429 -0.000164978 -0.0172817 -0.00580682
internal_weight=0 4418 158 124 4384 91 4293 68 48 4250 127 4123 146 3977 67 79 59 104 3949 67 3926 46 3880 3798 98 3700 76 3666 146 115
internal_count=4576 4418 158 124 4384 91 4293 68 48 4250 127 4123 146 3977 67 79 59 104 3949 67 3926 46 3880 3798 98 3700 76 3666 146 115
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=22 17 1 19 23 18 17 0 19 20 28 17 28 8 10 18 22 9 10 10 11 0 11 28 9 11 17 9 1 28
split_gain=1.30235 4.57178 6.7698 3.89741 1.7363 2.54001 2.16932 8.14494 4.84753 4.20908 4.65579 3.98976 5.89275 8.15017 5.72574 3.61914 4.27168 3.27707 3.17945 2.55209 9.28967 24.651 4.0382 3.17515 3.1379 9.62746 11.1811 7.47132 7.42025 7.31397
threshold=-0.38859206975480393 1.4519470415653102 270.16542290686556 0.79227190033202932 -0.37201424530984006 1.9350250316359867 1.9428516382329091 312.58583816571553 0.81390182336816419 1.4501129988454156 8.5000000000000018 1.7162922708762982 1.5000000000000002 404.70849916041271 97.516375809124995 1.2053769015704747 -0.11209572027635273 84.928310663140806 40.487205904857156 69.736401654845565 177.09271523178811 310.57264236663235 133.2701440961288 12.500000000000002 157.57306339999556 182.02638572513291 1.5574351035697462 161.75517162794202 214.11491667634306 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 -4 5 -2 11 8 9 -8 -11 18 -13 15 -15 -14 -17 -9 -6 20 22 -22 23 -20 25 26 28 -26 29 -21
right_child=4 2 3 -5 6 -7 7 17 -10 10 -12 12 13 14 -16 16 -18 -19 19 24 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.040534331627921867 0.028122142355889081 -0.039585750798384355 -0.0063501638138578056 0.051571461529685905 0.039001749243055078 -0.012652231752872467 0.012077645219575901 0.079097842365154075 0.039876283908432182 -0.063513211254030463 -0.0024345901723091421 -0.052884463998763002 -0.050954654623544031 -0.0077068891236558553 0.067055486639340731 0.028467226732755081 -0.030445741023868322 0.02185211669187993 0.0042225954986839414 0.0013864116867383322 -0.13454302724450826 0.006153314491860907 0.032593779783548431 -0.030370607633048143 -0.034064718728455214 0.023745136261978016 -0.055792927298996903 0.00016825503943881701 -0.007263838059734554 0.073850559833674487
leaf_weight=35 50 24 21 26 21 22 39 20 22 24 26 34 31 20 21 20 32 20 83 30 20 33 33 39 65 216 37 3326 160 26
leaf_count=35 50 24 21 26 21 22 39 20 22 24 26 34 31 20 21 20 32 20 83 30 20 33 33 39 65 216 37 3326 160 26
internal_value=0 -0.0109552 0.00362601 0.0256916 0.000259789 0.0156633 7.61639e-06 0.011786 -0.00215595 -0.0125459 -0.0317523 -0.000411159 -0.0160035 -0.00589102 0.030586 -0.0239098 -0.00778691 0.050475 0.000191334 -9.01456e-06 -0.010799 -0.0469396 0.00155882 -0.00683589 0.000572413 0.00823903 -0.00499939 -0.000487936 0.00370136 0.0350305
internal_weight=0 106 71 47 4470 72 4398 151 111 89 50 4247 158 124 41 83 52 40 4089 4068 208 53 155 122 3860 469 253 3391 216 56
internal_count=4576 106 71 47 4470 72 4398 151 111 89 50 4247 158 124 41 83 52 40 4089 4068 208 53 155 122 3860 469 253 3391 216 56
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=14 26 20 21 21 15 18 9 9 17 17 5 19 3 20 8 20 22 3 22 15 22 19 15 14 5 15 9 9 19
split_gain=1.24207 4.14192 5.01147 4.85538 4.33124 3.86084 3.37227 2.92803 3.44596 2.87186 4.99654 4.07207 2.67916 5.15432 2.68766 3.22206 2.92528 2.45917 6.92158 7.55279 11.2603 5.20044 10.0706 4.75784 4.66085 11.7931 8.29851 3.71718 4.08788 6.76722
threshold=0.4238187432604647 1.0000000180025095e-35 1.3941936722084667 0.99474320779773728 1.2159270846296422 677.92500000000007 0.95668149376369949 53.606215925257565 64.534020829066193 1.4114609923434271 1.5428690346560154 373.40149199790619 0.68747142441836451 390.51795356444859 1.0749796483221112 133.27663572155805 0.82460898405911409 -0.11907250708543986 165.66634951302217 -0.1337352036081228 585.62500000000011 -0.11004164543424959 0.98515529539350066 1262.0999999999997 0.14489553252930187 310.81706257708686 677.92500000000007 74.453575168540382 173.56861977731236 1.0470383685360567
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 4 -3 5 12 -4 -1 -8 -9 11 -11 -5 14 -14 15 16 -2 18 -10 23 -21 22 -19 24 25 26 -20 -26 -29 -30
right_child=1 2 3 9 -6 -7 7 8 17 10 -12 -13 13 -15 -16 -17 -18 21 19 20 -22 -23 -24 -25 27 -27 -28 28 29 -31
leaf_value=0.040419516898691658 -0.0017836180743243961 -0.024548206195749087 0.070612415112555033 0.05342210539513164 -0.046964043649760166 0.020793067765023029 0.034083568856779795 -0.038728244637604804 -0.053621925519158446 -0.037889422902039123 0.020388063392601907 0.0057095653887064956 0.054416808064865034 -0.012531074309600113 -0.029226458895330626 -0.02185901062897383 0.039851671578017653 0.082100293717601081 0.02558095172386278 0.016705298942068351 -0.072869599952052042 -0.0001731316264260512 -0.014714221625278393 -0.042419903233647353 0.035295038216787838 0.080636756300926204 -0.03980245758468906 -0.013002141041466403 0.049701655559962796 -0.010747561891279791
leaf_weight=20 45 29 28 27 22 35 24 24 30 28 31 53 23 23 39 39 27 22 55 23 36 3460 21 25 23 25 30 232 31 46
leaf_count=20 45 29 28 27 22 35 24 24 30 28 31 53 23 23 39 39 27 22 55 23 36 3460 21 25 23 25 30 232 31 46
internal_value=0 0.00499487 0.0143253 0.0199061 -0.00489192 0.042935 -0.000543421 -0.0007429 -0.000947611 0.00946856 -0.00726905 0.0218125 -0.000169536 0.0209429 -0.00664401 0.00129037 0.0138296 -0.000724222 -0.0069025 -0.00423789 -0.0379506 0.000256401 0.0348188 2.13117e-05 0.00242183 0.0202618 0.00250445 -0.003489 -0.00637584 0.0135891
internal_weight=0 449 231 202 218 63 4127 4107 4083 139 59 80 196 46 150 111 72 4059 556 526 59 3503 43 467 442 110 85 332 309 77
internal_count=4576 449 231 202 218 63 4127 4107 4083 139 59 80 196 46 150 111 72 4059 556 526 59 3503 43 467 442 110 85 332 309 77
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=1 7 17 22 1 16 25 20 25 12 25 17 3 23 1 19 7 7 20 23 12 3 22 25 18 7 3 7 23 23
split_gain=1.08215 5.33889 4.56982 3.2565 3.99064 2.76483 1.688 3.94961 2.91608 3.52364 2.82731 2.43871 2.05022 6.65957 4.72872 6.90944 5.93447 10.9518 3.0494 2.93856 2.82336 2.60499 2.24016 1.96644 1.8758 7.25957 15.4947 11.2319 9.62205 10.0835
threshold=1366.7587579360741 2920.6335982630021 1.0552279938140445 0.16218034702211109 1423.6702968182792 762.60000000000014 0.8483465953585948 3.0064556991569167 0.86273174376635964 1441.560827778628 0.8401370824379305 0.99054393464934198 1402.3325146198833 0.80497056603439432 1109.1138734232829 1.170443036526615 2351.9123087556532 2248.4138981173869 2.1558601614416277 0.80047332418960127 1111.7961438800783 1459.0789939388219 0.1875182704403329 0.82055654005119383 1.0906143835562079 437.37113537269539 490.7289642520476 352.74277452644623 0.093045619627128776 -0.0058618556378004965
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 3 -2 -5 -4 10 8 -8 -10 12 -12 14 21 16 18 17 19 -16 23 -21 -14 -23 24 25 27 -27 -1 29 -28
right_child=2 -3 5 4 -6 -7 7 -9 9 -11 11 -13 13 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0035594934669528227 0.020155897543362875 -0.039764562188921604 0.058305209251525617 0.010011194958802193 -0.038336206180974844 0.011877973506162907 0.053002311304211618 -0.021315842440041404 -0.019098808900231409 0.038830895579996562 -0.051322097107768062 -0.0035762772449980614 -0.023055057650482335 -0.061220497599519468 -0.0096084219869226224 0.074973207749426368 0.05421029908582569 -0.065088908388637581 0.033419706788845364 -0.0047702319920063024 0.041478109822580315 -0.005019566883565859 0.032259462259847813 -0.025383390942888873 0.0006667487578887704 -0.087465477782872419 -0.00041600969575700307 0.065387185235830175 0.031634529484435917 -0.080629537366330634
leaf_weight=259 37 34 23 31 38 29 25 24 21 21 20 23 37 23 40 20 20 26 28 22 33 40 27 31 3480 31 42 26 40 25
leaf_count=259 37 34 23 31 38 29 25 24 21 21 20 23 37 23 40 20 20 26 28 22 33 40 27 31 3480 31 42 26 40 25
internal_value=0 -0.000290815 0.00813178 -0.00377982 -0.0166149 0.0324131 1.53226e-05 0.0134929 0.0259617 0.00986604 -0.000270365 -0.0257836 -1.22308e-05 -0.0125267 0.000373249 0.0233054 -0.000126883 -0.000397554 0.00810904 2.40992e-05 0.0229788 -0.00175783 0.0100033 -0.000296823 -9.757e-05 -0.00638558 -0.025212 0.00273038 -0.00717598 -0.0303464
internal_weight=0 4418 158 106 69 52 4384 91 67 42 4293 43 4250 127 4123 88 4035 4015 68 3989 55 104 67 3934 3903 423 138 285 107 67
internal_count=4576 4418 158 106 69 52 4384 91 67 42 4293 43 4250 127 4123 88 4035 4015 68 3989 55 104 67 3934 3903 423 138 285 107 67
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=13 21 4 5 4 13 16 16 16 6 4 28 29 14 12 12 29 14 28 0 1 19 24 21 29 16 10 0 12 26
split_gain=1.14013 5.74149 1.34387 9.75584 10.262 31.3875 6.29186 10.3638 4.88086 5.51648 8.48733 3.45418 3.69474 9.62801 7.31551 9.00695 7.15038 6.24926 4.53276 6.13552 4.3319 3.4902 3.41496 3.25505 3.21611 7.2784 2.97643 2.8665 2.81775 7.33774
threshold=58.645378715572377 0.7123317035977752 217.49543331914217 132.54865047686135 256.26231283122911 98.79255204830153 297.10000000000008 431.10000000000008 210.07500000000002 189.65247154080888 189.35127460657483 22.500000000000004 200.00000000000003 0.20246855022972915 1287.9518885889941 1854.4364651830358 65.000000000000014 0.00031161795181965666 15.500000000000002 381.3738279794519 464.28885288035502 1.2413087026070773 0.8645883982207111 0.68066266438854794 125.00000000000001 99.300000000000011 105.97114285714288 831.81161347517741 925.47853527643792 6.5000000000000009
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 6 4 5 -4 8 -8 11 10 -10 12 16 14 -14 -16 20 -18 19 24 -2 26 -9 -15 25 -19 -13 -24 29 -5
right_child=2 -3 3 28 -6 -7 7 22 9 -11 -12 21 13 23 15 -17 17 18 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.048282068487256767 -0.00051980268413564937 0.021763371020047505 -0.012936562508050548 0.010368721575749246 0.0078922564381112663 -0.14411603348950547 0.064804677324303034 -0.024273886631375977 -0.027505698295135519 -0.067025272890241475 0.043320057654510379 0.01549872187897563 -0.068877224996685985 -0.0010472624334601722 0.028244049581526605 -0.060296258060261614 -0.013508041398156256 -0.035882663847878575 -0.0063381890593855478 0.088040055866752356 -0.045741799247584175 -0.0037287099000353086 0.045853739847307617 0.03613022100818794 0.047243262115452024 0.043709459956045506 0.069402031671433217 0.0017464607590582312 -0.00087536922685353094 -0.023129798612884573
leaf_weight=25 87 22 76 562 60 24 42 28 64 20 23 20 37 98 27 20 42 20 27 21 28 26 23 31 45 27 21 41 2915 74
leaf_count=25 87 22 76 562 60 24 42 28 64 20 23 20 37 98 27 20 42 20 27 21 28 26 23 31 45 27 21 41 2915 74
internal_value=0 -0.0154948 0.000160799 -0.000647942 -0.0248027 -0.0444196 0.00382979 0.0236445 -5.20441e-05 -0.0196683 -0.00878165 0.00358563 0.000781255 -0.00926943 -0.0356166 -0.00943268 0.00798932 0.0203232 0.0304726 0.0392681 -0.0115304 0.0249324 0.00485404 0.00788686 0.0281353 0.00984047 0.0431077 0.0175975 0.000440415 0.0064711
internal_weight=0 47 4529 3711 160 100 818 134 684 107 87 577 510 213 84 47 297 182 140 113 115 67 92 129 92 47 41 64 3551 636
internal_count=4576 47 4529 3711 160 100 818 134 684 107 87 577 510 213 84 47 297 182 140 113 115 67 92 129 92 47 41 64 3551 636
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=26 16 20 6 18 0 18 18 22 19 19 23 23 19 18 16 16 4 26 28 22 23 19 19 23 19 23 18 18 13
split_gain=1.19949 5.07999 7.20605 4.96308 7.27019 4.93554 6.35199 6.00192 9.60985 5.96565 26.0828 9.91267 9.29883 13.8958 7.58075 13.168 5.8968 9.95849 5.60941 4.29826 7.13596 17.5146 8.92202 8.62409 9.14487 6.36013 12.2943 8.37079 11.6506 6.39611
threshold=4.5000000000000009 714.10000000000014 2.102968600487106 1044.3402571896193 1.3238841276124034 125.72423328305682 1.8507611952446681 1.0431631861577808 0.1314501669146344 0.85811732344775349 0.84484604215170245 -0.17422230381559409 0.040118236358343433 0.79782083863024467 1.3260088913021368 327.80000000000007 476.10000000000008 270.68468271334797 5.5000000000000009 11.500000000000002 -0.03539176485953581 -0.1192437562682554 1.0317633911515105 1.0416940542949658 0.026252135403651091 0.88523065954706681 -0.098156224832068859 1.2752572488428624 1.2594911580755828 82.809621085290388
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 4 -3 -2 7 8 -7 10 11 16 13 14 15 -13 17 -9 -11 25 21 -21 -23 24 -22 26 -20 28 -27 -29
right_child=1 2 -4 -5 -6 6 -8 9 -10 18 -12 12 -14 -15 -16 -17 -18 -19 19 20 23 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.0014884216536818478 -0.033221814932452666 -0.041466126752396429 -0.063796244999307583 0.039039663299918176 0.025792147375643254 0.064925094617482956 0.053728266119956972 -0.0033705190037532397 -0.0083970796542637283 0.03858749869965402 -0.12191119953989982 -0.017828992895330444 -0.029328187137115293 0.088914472009572726 -0.038417496302953137 0.073711460878451665 0.0063966984912339183 -0.090452846460815139 -0.018175118314948949 0.016369018594870409 0.10152305196160856 -0.11008585175499319 -0.019650707207620147 0.010758900031080989 0.023402997743078444 -0.0066845357128179836 0.085318736775661819 -0.014491242735454327 -0.071708668948247511 0.015448110911163427
leaf_weight=2480 37 45 27 20 25 39 25 24 33 46 20 33 41 27 26 30 27 29 22 89 23 20 24 305 43 553 24 92 29 318
leaf_count=2480 37 45 27 20 25 39 25 24 33 46 20 33 41 27 26 30 27 29 22 89 23 20 24 305 43 553 24 92 29 318
internal_value=0 0.00176111 -0.0184861 -0.0048931 -0.0174453 0.00295814 0.00364746 0.00299435 0.0313191 0.00188899 -0.0122458 -0.00299134 0.0116074 0.0260761 0.00701272 0.0257617 -0.0316414 -0.0510193 0.00417655 0.00315002 0.0107268 -0.00914655 -0.0607576 0.0178513 0.0506267 -0.000528899 0.0358217 -0.00221451 -0.00992457 0.00873001
internal_weight=0 2096 117 90 70 1979 1942 1917 72 1845 257 237 157 116 89 63 80 53 1588 1542 504 133 44 371 66 1038 46 992 582 410
internal_count=4576 2096 117 90 70 1979 1942 1917 72 1845 257 237 157 116 89 63 80 53 1588 1542 504 133 44 371 66 1038 46 992 582 410
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=13 12 16 20 20 21 4 15 7 4 1 21 12 21 13 15 10 4 1 18 13 16 7 11 18 1 13 29 17 11
split_gain=1.1717 4.58209 4.35593 4.66514 5.24305 9.79629 6.96003 6.78695 4.92658 4.59227 5.26064 3.99222 3.67936 13.4906 5.34687 4.81847 3.45843 7.55186 5.57072 3.20339 3.06033 9.1009 8.52361 10.6581 3.46604 3.0274 2.78758 11.0399 10.2375 12.008
threshold=197.99468085106386 4295.7296832802103 564.90000000000009 3.6829226294829787 2.8447424505835168 0.5905650248613511 397.00624628197505 429.19999999999987 375.11189087060558 658.2960083567458 1057.5235019782347 1.0379143193153835 3699.6529722039236 0.55954219873352173 175.50868954173879 2505.7999999999988 133.80785658567223 493.32453934262952 423.684901529461 1.176084037906284 181.68559063136459 283.07500000000005 610.75428166754079 559.6540769941048 1.4392156250935528 543.48026017451627 151.81391809178442 200.00000000000003 1.3417222806335454 442.55787734306426
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 3 4 6 -6 7 -2 -9 -4 11 -11 20 15 25 -14 18 -18 -8 -19 26 -22 24 -24 -23 -15 -1 -28 29 -29
right_child=2 -3 9 -5 5 -7 16 8 -10 10 -12 -13 13 14 -16 -17 17 19 -20 -21 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00049670184967012061 -0.010468972686794586 -0.039066251919701186 -0.021593683728804956 0.031295663274179861 -0.087959282887944343 0.0068032141774892812 -0.035799088936653879 0.065580613474393715 0.0036063135480103288 0.073844233244657526 -0.012869828317145055 0.01611521090988232 0.033373994368594138 0.022742271534305941 -0.05150591287761927 0.095944009721279144 -0.068760180144625552 0.0034717942282155739 0.032335118470447406 -0.031171372932398564 -0.033652761061826061 -0.020014088872287956 0.10885505005717278 0.021394424444358601 0.032171301618218427 -0.016104826269937415 0.005752933054525209 -0.10595359775808551 -0.0075962777023336724 -0.0093528471887111674
leaf_weight=3462 64 29 26 26 24 20 21 29 23 25 22 23 32 47 20 20 34 51 28 56 31 35 22 38 20 35 190 31 70 22
leaf_count=3462 64 29 26 26 24 20 21 29 23 25 22 23 32 47 20 20 34 51 28 56 31 35 22 38 20 35 190 31 70 22
internal_value=0 0.000542665 -0.00471843 -0.00957256 -0.0126085 -0.0448854 -0.00796735 0.0113342 0.0381689 0.0142936 0.0276231 0.0461824 0.000824545 0.0159867 -0.00514608 0.0574394 -0.0197515 -0.0277048 0.00313474 -0.0146592 0.000229042 0.0144349 0.0273977 0.0534633 -0.00103758 0.00616119 -0.000320377 -0.00935785 -0.0326997 -0.0658552
internal_weight=0 4104 472 376 350 44 306 116 52 96 70 48 4075 154 102 52 190 141 49 107 3921 146 115 60 55 82 3775 313 123 53
internal_count=4576 4104 472 376 350 44 306 116 52 96 70 48 4075 154 102 52 190 141 49 107 3921 146 115 60 55 82 3775 313 123 53
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=3 15 15 3 8 6 11 10 19 10 15 25 2 16 2 2 9 10 9 1 19 9 10 1 25 1 2 2 3 12
split_gain=1.25355 5.67808 7.1956 4.97768 4.87269 6.06737 11.5976 3.99311 5.50973 4.79079 3.46248 5.85829 3.94008 5.94525 3.93387 3.45624 3.4447 3.22892 5.86944 3.44431 5.31149 3.42609 9.3305 17.8099 4.08319 2.85337 2.82815 10.0839 3.25463 6.69391
threshold=259.78860296121962 648.37500000000011 601.12500000000011 250.33109503765087 606.29801239514222 222.80062994183172 191.49815270935963 104.44794133101485 0.74365362280965763 132.99415148609782 458.82499999999987 -0.024667192018837516 307.90837911063602 128.12500000000003 333.5353983810781 324.43435222680631 129.59277841162449 50.975501836855742 77.68302919793372 214.11491667634306 2.0395501530825197 89.392527981971156 69.736401654845565 423.684901529461 -0.054562465587027077 259.69597984105536 354.56042652932439 369.97214264798555 291.30931970225885 1415.3347241106874
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 -3 5 6 7 16 -9 -10 11 -2 13 -12 15 -14 -1 -16 -19 -20 21 24 23 -23 -21 -7 -24 -28 29 -29
right_child=10 3 -4 -5 -6 25 -8 8 9 -11 12 -13 14 -15 17 -17 -18 18 19 20 -22 22 26 -25 -26 -27 27 28 -30 -31
leaf_value=0.0028620469464029526 -0.068531845542602249 0.014694935651793486 -0.046110781744937414 0.06979336302727461 -0.038147934685860363 0.063600873005766931 -0.066765217234690991 -0.0062994494422205852 0.080353082081472335 0.017994216763015308 0.0035431966185569767 -0.0043078844492532775 -0.007268309788334937 -0.068631394810619806 0.035440614342689518 0.043051104524578804 -0.032931513750347599 -0.052116653974504025 -0.034050751303633053 0.0011423628156383833 0.046860492803777264 -0.11010054476897826 -0.033650917708873754 0.017142550716049632 0.057861514076251876 0.017888832632969653 0.066097631273062327 -0.070616531595587728 9.7436920185826157e-05 -0.0015427306670933328
leaf_weight=369 20 91 32 20 28 22 24 35 22 28 25 49 21 21 25 39 29 22 30 30 24 22 25 22 22 36 23 20 3353 47
leaf_count=369 20 91 32 20 28 22 24 35 22 28 25 49 21 21 25 39 29 22 30 30 24 22 25 22 22 36 23 20 3353 47
internal_value=0 0.00378054 7.89942e-05 0.0246226 0.00257153 0.00458948 0.0010845 0.00445591 0.0241309 0.0454321 -0.000724604 -0.0229235 -0.000318418 -0.0294061 4.07852e-05 0.0254393 0.000253973 -0.000375016 -0.000621003 -0.000307873 -2.57414e-05 -0.000341474 -0.000718746 -0.046479 0.0251389 0.0352279 -0.000138166 0.000105174 -0.000338635 -0.0221618
internal_weight=0 736 625 111 593 565 507 483 85 50 3840 69 3771 46 3725 60 398 3665 3640 3618 3588 3564 3512 44 52 58 3468 3443 3420 67
internal_count=4576 736 625 111 593 565 507 483 85 50 3840 69 3771 46 3725 60 398 3665 3640 3618 3588 3564 3512 44 52 58 3468 3443 3420 67
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=19 29 25 15 28 0 9 8 19 25 10 25 18 12 18 25 25 8 9 5 5 5 5 16 5 18 3 18 28 3
split_gain=1.28334 6.65663 6.97457 9.60252 4.8099 4.02443 4.18431 4.82466 3.28724 10.799 7.63557 3.17129 3.72846 3.0885 2.5383 2.17432 3.96966 1.70255 2.8156 1.89985 2.69469 3.14994 10.7185 4.80176 5.51554 5.42401 2.799 5.98895 6.14751 5.50501
threshold=0.76199546178130007 125.00000000000001 0.0022914897877587583 687.79999999999757 7.5000000000000009 249.63500253764172 221.18820325592534 339.83379489043813 0.79782083863024467 -0.0015571260274015984 124.15820247243569 -0.074342631464931669 1.2939260520407438 1538.2321073225733 0.95668149376369949 -0.0565181462181703 -0.040755992748822745 98.577723471723218 62.314901372341133 44.02367826015459 90.298621213538851 115.86652378696886 111.82166519908178 252.50000000000003 99.416172764607069 1.3137006087516541 259.78860296121962 1.1004076161170748 2.5000000000000004 251.49802502581485
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 5 14 -1 13 7 11 9 10 -2 12 -7 -3 -4 -13 -17 -10 -19 -20 -21 22 23 24 -22 -26 27 -23 -29 -30
right_child=8 2 3 -5 -6 6 -8 -9 17 -11 -12 15 -14 -15 -16 16 -18 18 19 20 21 26 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.072160298687716326 -0.019706810093843022 -0.013448961625496548 0.015233915297543272 0.067391207169566772 0.0074266686442900787 0.030087638874020842 -0.045474600745365024 0.033173307472607126 -0.023074005742091688 -0.066090891498606655 0.056290718009695408 -0.047136760977181523 -0.023763168770819906 -0.063451098615214946 -0.021533599132505646 0.024580544717609884 -0.034678373922808814 0.031130595039576294 -0.027621909366920591 0.014726857832548294 -0.049996626643197879 -0.036344539880752563 -0.06922101519744972 0.03314320469895999 0.040893984818831088 -0.01869994400157815 -0.00059884636112344603 0.04624156628549099 0.00049061205672340155 0.054888815042518441
leaf_weight=24 39 30 57 32 22 36 20 40 32 32 20 22 20 21 28 20 26 29 25 121 28 25 29 30 24 42 3468 50 163 21
leaf_count=24 39 30 57 32 22 36 20 40 32 32 20 22 20 21 28 20 26 29 25 121 28 25 29 30 24 42 3468 50 163 21
internal_value=0 0.00542588 0.000750754 0.0207001 0.0412007 -0.00918147 -0.00229187 0.00297432 -0.000516874 -0.0193149 0.00605506 -0.00676729 0.0108552 -0.0340381 0.00312226 -0.0212799 -0.00891363 -9.83213e-05 8.29911e-05 -0.00014065 3.10646e-05 -0.000427232 -0.0144899 -0.00168993 -0.0128069 0.00297058 0.000150067 0.010178 0.0151483 0.0066991
internal_weight=0 398 352 117 46 235 184 164 4178 91 59 124 56 51 85 68 46 4087 4055 4026 4001 3880 153 124 94 66 3727 259 234 184
internal_count=4576 398 352 117 46 235 184 164 4178 91 59 124 56 51 85 68 46 4087 4055 4026 4001 3880 153 124 94 66 3727 259 234 184
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=0 0 18 12 18 10 0 16 2 1 5 0 6 18 16 10 6 16 6 6 16 28 9 3 1 10 16 9 6 0
split_gain=1.13455 14.4904 8.11694 14.9786 12.0096 8.77227 6.81972 15.3475 8.48934 7.89771 6.72429 5.9642 7.8227 10.2297 8.50677 16.6611 7.25349 6.50439 7.0861 7.33031 8.18665 5.74734 5.01974 6.12782 7.3152 7.11255 9.67855 5.03799 4.77144 4.60321
threshold=525.05078125000011 492.3110367892977 1.2441638047367174 2146.0496320446678 1.3646359583390997 249.673765585203 570.18580609621756 683.30000000000007 677.11464598369434 623.19515580405675 389.70521033525523 428.47019635343628 595.13527677660943 1.2939260520407438 238.25000000000003 163.25162162162164 288.60864091752484 319.50000000000006 478.93109374648674 437.31380422231456 382.27500000000009 4.5000000000000009 167.49221001918917 718.27775106056549 794.13191494588921 342.47134387351781 536.20000000000016 431.08661553414794 713.13548495807277 424.5372720298929
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 3 -3 10 -6 7 22 -8 -10 -4 28 14 -14 15 -13 21 -18 19 20 -19 -16 -2 25 27 26 -24 -25 29 -1
right_child=6 2 4 -5 5 -7 8 -9 9 -11 -12 12 13 -15 16 -17 17 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00016133422888178653 0.038429633900523189 0.096079375996039468 -0.068555564545094969 0.01442880709919165 0.094375697878145037 0.0058749188475000361 -0.053868654929101471 -0.092222615569829941 0.059865265735931206 0.0007119832611670703 0.0027628654279769995 -0.079041820249985906 -0.10203816561926422 -0.0064678079475318853 0.05652070403157268 0.030954156900268228 -0.051764491081915123 0.053586369557749661 0.032505006589261552 -0.059091795662092855 -0.015827254997043128 0.0055865696476151555 -0.10436594899899017 0.060945160482078792 -0.029067600731956956 -0.0050091863389954798 -0.010174624025821685 -0.0019267966827520959 0.038391822225907271 0.037765129130672329
leaf_weight=2406 20 39 20 53 21 24 28 25 23 1209 39 40 21 24 32 21 33 21 42 29 89 72 24 25 38 45 20 26 34 33
leaf_count=2406 20 39 20 53 21 24 28 25 23 1209 39 40 21 24 32 21 33 21 42 29 89 72 24 25 38 45 20 26 34 33
internal_value=0 0.00109031 0.0274049 0.0490415 0.00826469 0.0471753 -0.00227399 -0.0183933 0.000578862 0.00181631 -0.0214129 -0.000690031 -0.011648 -0.0510673 -0.00696763 -0.0411744 -0.000405964 -0.0109345 -0.00349041 -0.0143667 -0.00257556 0.0212586 -0.00907138 -0.0144086 0.00414566 -0.0329628 -0.0615517 0.0288928 0.00118873 0.000670119
internal_weight=0 3093 196 92 104 45 1483 223 1260 1232 59 2897 424 45 379 61 318 214 181 139 110 104 198 178 89 89 44 51 2473 2439
internal_count=4576 3093 196 92 104 45 1483 223 1260 1232 59 2897 424 45 379 61 318 214 181 139 110 104 198 178 89 89 44 51 2473 2439
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=25 24 23 12 25 18 28 3 17 17 23 23 21 6 0 17 1 28 28 1 3 24 21 0 6 1 3 28 25 22
split_gain=1.18053 5.92415 5.12333 5.04875 4.52197 7.24493 5.29944 5.14702 5.20679 7.12233 4.8444 4.82369 3.65688 3.15616 5.32627 6.27404 5.18503 4.61464 6.139 6.59545 5.79858 5.40197 5.15778 3.93321 3.54973 3.25502 3.26236 3.1375 3.06717 2.80062
threshold=-0.045398015002551723 -0.023771249748717509 0.033762642308791023 763.86843384478323 -0.061670138967061514 1.443207984716836 9.5000000000000018 609.47220314701883 1.6407631453589739 1.465430055637605 -0.071621257345701642 -0.095481217694919698 0.88235889285035207 685.36012527824516 514.89360611020197 1.1971219093596044 504.80194735094602 4.5000000000000009 8.5000000000000018 433.80027970450004 364.9676976899558 -0.041020496425242199 1.1534209018440658 228.61997561090007 454.4447876474303 384.74853115668969 315.63158945501146 3.5000000000000004 -0.080137654591571281 -0.1686668403685421
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 4 -2 10 7 -7 8 9 11 13 -6 -9 14 15 -1 17 20 22 21 23 25 -19 -17 -16 26 28 -25 29 -20
right_child=1 -3 -4 -5 5 6 -8 12 -10 -11 -12 -13 -14 -15 24 16 -18 18 19 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.05201436991151423 0.015796822714416878 -8.9920204481253659e-05 -0.041009509593248367 -0.03784432812543536 0.050832149057703863 0.0098045107287665217 -0.04991046135192332 0.025804491924202963 -0.0014919609501957895 0.099629135616123687 -0.039770687191650785 -0.0071132258744910359 -0.032662481851875778 0.02958516887245843 -0.0047334835271943708 0.038103514381994802 0.042663010546109742 -0.013271192647516729 0.010870529748499395 -0.049750120503207047 0.053762002060046568 -0.036934851174769197 -0.071442858350497712 -0.015977258436806217 -0.061540429344908755 0.051763969509019736 -0.020289724958794459 0.028361222222447399 -0.0091551374771039595 0.063791390731930728
leaf_weight=25 23 3695 25 74 51 42 23 23 25 22 29 20 20 39 22 24 27 35 20 24 26 23 27 79 22 21 28 20 22 20
leaf_count=25 23 3695 25 74 51 42 23 23 25 22 29 20 20 39 22 24 27 35 20 24 26 23 27 79 22 21 28 20 22 20
internal_value=0 -0.000730329 0.00353241 -0.0251253 0.00499953 0.0168532 -0.0113254 0.0282296 0.039023 0.0499142 -2.65918e-05 0.0345095 -0.00138945 0.00226027 -3.14948e-05 0.00342846 0.000361166 -0.00273409 -0.0119373 -0.00147309 0.0108545 0.00717354 -0.038604 0.0017846 -0.033137 0.0163131 0.00804126 -0.00701999 0.0208359 0.037331
internal_weight=0 3792 784 97 759 226 65 161 118 93 533 71 43 504 465 421 396 369 220 158 149 134 62 123 44 111 90 99 62 40
internal_count=4576 3792 784 97 759 226 65 161 118 93 533 71 43 504 465 421 396 369 220 158 149 134 62 123 44 111 90 99 62 40
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=19 14 13 24 11 17 2 11 19 14 0 7 17 13 17 24 14 13 22 17 14 0 24 25 25 24 24 2 17 24
split_gain=1.26083 5.46946 6.89705 3.48588 4.82922 6.91528 6.37882 5.55606 3.07198 8.40418 8.84371 11.8651 7.9135 7.90794 3.869 3.47177 3.35085 3.30887 3.01037 3.50808 4.28158 2.42536 2.37263 5.18048 8.07169 3.99572 7.3047 9.82364 5.79877 5.6132
threshold=0.76199546178130007 0.07791474432910421 121.76821329476589 0.014553537248155743 92.031158983807543 1.6061436661287403 466.30857198312623 46.110628618693141 0.84772626334517287 0.24066235984257819 413.61739399566704 476.94150163375417 1.4732000568542947 111.03550724637682 1.8630594653960806 -0.063983840271894091 0.39138700441223678 91.046261389603998 -0.039307494516179826 1.6282981118876168 0.97022675818370641 418.57916167398929 -0.078770046296591192 -0.080137654591571281 -0.084031328817217796 -0.039768703945055849 -0.052899969028434232 562.00930274326174 1.101720969312006 -0.060349452395419757
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 18 7 -6 -7 -5 9 10 12 -12 -2 -14 22 -11 17 -17 19 20 -3 -22 -10 24 -24 26 28 -28 -25 -30
right_child=8 3 -4 4 5 6 -8 -9 14 15 11 -13 13 -15 -16 16 -18 -19 -20 -21 21 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=-0.0037201477525134886 0.030885975339239643 0.0525314318693497 0.069334638867128109 0.016046763539902472 -0.0091731369644403454 0.020096585359847683 0.098127827644348145 -0.0480458486647833 0.016369382226291827 -0.023145781494011836 -0.12165833614766597 -0.016342934893201228 -0.062467857714121548 0.0047817680984735492 0.028124743639206404 0.00070566424083980648 -0.0060827676994869347 0.04943746446484798 -0.034122576882295745 -0.012307880873767994 0.024355623693693252 -0.021336445427284793 -0.0073581399076751309 0.034840921778231858 -0.076799107105894535 -0.00067310840711469618 0.086370053851547154 0.013640051019163086 -0.0013716907264330449 -0.066532121011987341
leaf_weight=24 31 22 28 38 25 22 20 21 85 28 20 23 36 34 49 22 39 38 34 117 21 26 70 24 22 3507 26 65 39 20
leaf_count=24 31 22 28 38 25 22 20 21 85 28 20 23 36 34 49 22 39 38 34 117 21 26 70 24 22 3507 26 65 39 20
internal_value=0 0.00537808 0.035617 0.000833496 0.0140966 0.032468 0.0572543 -0.00676586 -0.000512321 -0.0108082 -0.0273462 -0.0653268 -0.0111762 -0.0298038 0.000201827 0.00794361 0.0167366 0.0315691 -0.00676263 -0.00176134 0.0161219 -0.00092084 -0.000152819 -0.000525039 -0.0239636 6.07654e-05 0.0148521 0.0344201 -0.00660188 -0.02346
internal_weight=0 398 52 346 126 67 42 59 4178 271 144 43 101 70 3907 127 99 60 220 186 69 47 3858 3773 92 3681 174 91 83 59
internal_count=4576 398 52 346 126 67 42 59 4178 271 144 43 101 70 3907 127 99 60 220 186 69 47 3858 3773 92 3681 174 91 83 59
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=14 20 26 5 5 0 24 23 24 16 25 8 0 23 0 25 3 23 18 6 9 21 14 16 29 3 29 14 26 25
split_gain=1.34868 2.80698 8.98985 10.7809 6.7504 7.67975 3.93329 16.5145 12.1156 9.90938 8.59335 8.06197 17.7712 7.31924 5.84011 8.09319 5.9856 5.75538 12.97 21.5265 19.3238 6.97655 6.66502 13.5487 11.5226 7.58081 10.0091 10.3098 9.13542 6.77773
threshold=0.4238187432604647 1.4579916833284703 11.500000000000002 354.68324760565247 904.30028836947065 725.34448315225961 0.064113380687194091 0.049361371788020393 0.084330570270651259 214.40000000000003 0.02869046250637575 767.44947472389345 379.07851851851859 -0.082529817617875062 768.77891763306582 0.02163952178315633 165.66634951302217 0.033762642308791023 1.4483059810454189 279.85324074074077 271.95897284533652 0.8864196088914057 0.03826272361946776 230.02500000000003 35.000000000000007 247.12304428657191 75.500000000000014 0.064275231102686958 1.0000000180025095e-35 0.2085986975537758
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 -4 5 -1 7 10 9 -8 14 12 -12 -11 15 16 -3 18 19 21 -21 -10 29 25 -25 -24 28 -28 -27 -19
right_child=-2 6 3 -5 -6 -7 8 -9 17 13 11 -13 -14 -15 -16 -17 -18 22 -20 20 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.024775239081094858 0.0052048100508595993 -0.044317083922214812 0.022085198331059833 -0.056042940407305175 0.061807826495330259 -0.035141024048681614 -0.013726194293210002 -0.078277692198753357 0.015827039228576534 0.096280482982518165 -0.0036699332570766701 0.0089632763557376399 -0.10926623960336052 0.031382322746018571 -0.044042002187380871 0.045273667255318478 -0.00026122416961280742 -0.022369318887953172 0.0063264672233369849 -0.16203815883380318 -0.035139775528971642 -0.045181468533801623 0.022951471223814846 -0.0080689548459999712 0.060812052299871168 -0.022235463637237749 -0.10902162507176399 -0.0098189298063516631 0.053158558517694479 0.00047444032571097568
leaf_weight=103 449 32 33 38 35 27 33 31 53 25 34 31 30 57 31 38 850 139 145 21 28 29 73 34 85 45 20 22 25 1980
leaf_count=103 449 32 33 38 35 27 33 31 53 25 34 31 30 57 31 38 850 139 145 21 28 29 73 34 85 45 20 22 25 1980
internal_value=0 -0.000566261 0.0100233 -0.0197299 0.0228262 0.0123311 -0.00120855 -0.00634782 0.000758403 0.0325464 -0.00421605 -0.0328937 -0.0531682 0.0511683 -0.0013513 8.71871e-05 -0.00185962 -0.000596033 -0.0142783 -0.0370851 -0.0895248 -0.00574914 0.00096249 0.0148094 0.0411318 -0.00212229 -0.018465 -0.0570583 0.00469097 -0.00102404
internal_weight=0 4127 236 71 165 130 3891 1077 2814 115 1046 95 64 82 951 920 882 2699 276 131 49 82 2423 304 119 185 112 42 70 2119
internal_count=4576 4127 236 71 165 130 3891 1077 2814 115 1046 95 64 82 951 920 882 2699 276 131 49 82 2423 304 119 185 112 42 70 2119
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=22 17 1 9 25 25 11 17 23 25 22 25 22 29 11 5 11 23 26 10 10 17 13 28 23 19 23 8 11 1
split_gain=1.05099 3.97987 5.04536 3.27054 1.32351 7.5463 17.1018 7.91851 7.20623 7.27393 5.85713 5.41351 5.37574 4.45908 11.081 6.33128 7.85909 7.2701 6.0715 6.96294 7.17438 6.30486 4.67443 4.24502 5.56431 7.82813 6.70684 4.20148 4.1537 5.51872
threshold=-0.38859206975480393 1.4519470415653102 270.16542290686556 94.07969970118701 0.026734085252521932 0.033022573497436515 298.27424935059048 1.1106618598389491 0.093045619627128776 0.02163952178315633 0.12410402285282444 -0.055541187102934077 0.10286982804791082 200.00000000000003 770.23032679738571 708.55591823630141 798.67126605561327 -0.058747865853532394 9.5000000000000018 122.69334760505762 93.469424460431668 1.5897971637247268 73.997027290643715 16.500000000000004 -0.20160179000409198 1.0619041781027454 -0.17239109338042335 512.53777173913056 465.29886148007591 498.07898578868873
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 -4 8 6 -6 -8 9 10 12 -12 13 14 18 28 -17 -18 19 20 21 22 -2 24 25 -21 -26 -11 29 -15
right_child=4 2 3 -5 5 -7 7 -9 -10 27 11 -13 -14 15 -16 16 17 -19 -20 23 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.037439342077289314 -0.0042533722347938103 -0.033541223965585232 0.046519635560420845 -0.0065397292198169799 0.023645309278120599 -0.00020287723411106635 -0.031741729965433479 -0.12072776262415573 -0.05168601269833744 0.015347220163260187 5.9196479957212104e-05 0.06745955141691061 -0.050436011515557766 0.0019446449820728351 -0.057011325896168363 0.086893480792641642 0.054532289691269401 -0.013713751270158872 0.017369497103631618 -0.00091522120471511565 -0.071121766578791476 0.019250588523490091 -0.062646291337521948 -0.034237449981824118 -0.052053456024631212 0.07607187698781491 0.0079497840103446224 0.073744953948665745 -0.019091171550254027 0.026695667198454998
leaf_weight=35 26 24 26 21 30 2910 20 20 24 28 22 26 20 600 39 20 27 37 124 28 29 35 29 27 23 25 98 22 75 106
leaf_count=35 26 24 26 21 30 2910 20 20 24 28 22 26 20 600 39 20 27 37 124 28 29 35 29 27 23 25 98 22 75 106
internal_value=0 -0.00984142 0.00376319 0.0228123 0.000233376 -0.000983357 -0.033429 -0.0762347 0.00266684 0.00355666 0.00223301 0.0365677 0.00102829 0.00179185 -0.00590498 0.00608962 0.0321766 0.0150775 -0.00141591 -0.00869526 -0.0278663 -0.0139284 -0.0350424 0.00265477 0.00837943 0.0353994 -0.00345579 0.0410422 0.00328385 0.0056608
internal_weight=0 106 71 47 4470 2980 70 40 1490 1466 1416 48 1368 1348 483 865 84 64 444 320 119 90 55 201 174 53 121 50 781 706
internal_count=4576 106 71 47 4470 2980 70 40 1490 1466 1416 48 1368 1348 483 865 84 64 444 320 119 90 55 201 174 53 121 50 781 706
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=4 4 13 12 5 29 13 9 26 6 28 21 7 1 9 9 4 5 1 2 0 13 28 18 18 5 6 0 26 29
split_gain=0.978967 16.9304 6.15512 5.53649 8.23823 10.8605 6.03699 5.08198 10.6246 7.36197 6.66009 5.63297 5.34897 9.21086 4.38271 7.53514 3.66191 4.05542 3.09091 4.62226 7.29864 3.66834 7.39902 9.03591 11.125 9.23915 11.3374 8.20855 6.54068 10.5647
threshold=447.5161527143012 442.05214127842657 64.00839988983752 752.02028027491872 363.24773728761642 200.00000000000003 65.004597201423465 418.83066722368989 6.5000000000000009 384.80158693261353 12.500000000000002 0.55766607670828339 1772.1190718055889 472.00760568508582 207.85832251014622 331.46934649258088 870.86449734135465 559.72820512820522 319.80882701190228 533.66715769169457 374.80564297510369 103.98626142277622 9.5000000000000018 1.2441638047367174 1.3280335908842329 611.91499878880461 458.39372474180635 575.47569444444457 7.5000000000000009 170.00000000000003
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 4 5 -4 -5 9 12 -1 14 -12 13 -9 -11 -16 17 -6 -8 20 -20 22 28 25 27 26 -24 -25 -21 -30
right_child=2 -3 3 6 16 -7 18 8 -10 10 11 -13 -14 -15 15 -17 -18 -19 19 21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00045104159634026369 0.041090218531779757 -0.071323608431745983 0.10997755226679147 -0.054107912097658431 0.0071870913189819212 0.0057638250291347504 -0.03249390998791004 0.0054158193651925434 -0.083090747825124045 0.01036210134625435 -0.040609013821397512 0.033545220382511613 0.03849693623681863 -0.065901312673533413 0.11046872138977051 0.024703169658425311 0.033823436686104873 -0.042034030256962236 0.075290366333155403 -0.01067163416471509 -0.0001235146075487137 0.0031406879281178192 0.015442782640457155 -0.084315205844385288 0.011331376269308115 0.0042007995058635349 0.11738694310188294 -0.010174835003272166 -0.0090519497110959028 -0.095488657752195227
leaf_weight=2479 39 34 20 21 70 20 29 55 22 21 21 20 21 27 20 21 34 22 21 232 33 971 24 28 86 76 20 32 31 26
leaf_count=2479 39 34 20 21 70 20 29 55 22 21 21 20 21 27 20 21 34 22 21 232 33 971 24 28 86 76 20 32 31 26
internal_value=0 -0.00119675 0.00178763 0.000934177 0.0183324 0.0578707 -0.000837663 -0.000315958 -0.0200082 0.000637385 0.0268336 -0.00443622 -0.00653427 -0.0180667 0.047512 0.06654 0.00578051 -0.00458318 -0.000142402 0.000451392 0.0292041 -0.00056607 -0.00705123 0.00498385 -0.0117255 0.0253136 0.061781 -0.0447737 -0.0181285 -0.0484792
internal_weight=0 2741 1835 1796 166 40 1630 2707 125 2582 103 41 103 82 62 41 126 92 1609 1580 54 1526 555 266 146 120 44 60 289 57
internal_count=4576 2741 1835 1796 166 40 1630 2707 125 2582 103 41 103 82 62 41 126 92 1609 1580 54 1526 555 266 146 120 44 60 289 57
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=22 23 19 23 21 10 19 24 13 17 24 23 22 14 23 14 20 2 17 13 13 21 4 17 21 11 29 20 20 10
split_gain=1.16824 7.84753 14.8475 2.77363 7.42116 10.9981 5.50082 3.81796 4.0794 3.63422 3.23226 14.9782 3.82058 4.65411 5.42448 5.01981 4.87977 4.71597 4.61566 4.23518 3.30136 9.98511 9.77316 11.64 22.6117 8.65174 9.79188 7.71761 5.89066 6.98629
threshold=-0.17286638422276931 -0.17904505301528703 0.80951290922395469 -0.10139550071860227 1.1390253802902737 95.871625586264727 1.0659090130650868 0.14031751853969981 65.000985221674895 1.9769543614847875 0.015962456198145288 0.033762642308791023 0.067877143793459674 0.40457611635449592 -0.050576813385178172 0.49055324211778711 1.4886030746551258 790.05895004036324 1.0427231023890058 87.05203953104386 104.38430115636 0.5191111005238781 366.78752460680573 1.0271183418150074 0.42269484119623768 197.24540412726307 65.000000000000014 2.6198500636080575 2.8447424505835168 221.81233890064757
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 7 10 -6 -7 8 -2 -10 11 12 13 14 16 -15 18 -16 -5 -18 -12 22 23 -22 -25 26 -23 -28 29 -27
right_child=3 2 -4 4 5 6 -8 -9 9 -11 20 -13 -14 15 17 -17 19 -19 -20 -21 21 25 -24 24 -26 28 27 -29 -30 -31
leaf_value=-0.00051019076990326321 0.042205173016658853 0.0054726679126421611 -0.10131973737607831 -0.0089238727546256513 -0.086028513163328171 0.035700511652976274 -0.036761743372136897 0.041981997880442393 0.0050735560515996724 -0.028116103527801379 -0.0017110904536838301 -0.087167295424834548 0.029814038774178875 0.049464925983920695 -0.013363924276615894 -0.0027558089045312587 0.0094672315180874805 -0.070900601675284322 0.056762045286595821 -0.042637090824353394 0.0033779508961263556 0.0022326590851522408 0.0080519481928765981 -0.015413425767932226 -0.1079021103573697 -0.0017887603225452558 0.032893203305346626 0.096034125308506191 -0.011019782826770097 0.024439213414145403
leaf_weight=529 28 30 23 23 25 20 22 29 575 35 1700 23 31 24 28 79 26 29 20 39 129 52 287 108 35 175 49 32 129 242
leaf_count=529 28 30 23 23 25 20 22 29 575 35 1700 23 31 24 28 79 26 29 20 39 129 52 287 108 35 175 49 32 129 242
internal_value=0 -0.00418568 -0.0408712 0.000609931 -0.00057 -0.0335143 -0.00225591 0.00649543 0.00488241 0.00316923 0.000107077 -0.00940428 -0.00342251 -0.00726703 -0.0176789 0.00941213 -0.00450654 -0.042637 0.0216277 -0.0217954 0.00114951 0.00507763 -0.00482032 -0.0184025 -0.0380505 0.0132263 0.0360974 0.0578378 0.00765514 0.0134323
internal_weight=0 582 53 3994 3327 67 42 667 638 610 3260 322 299 268 165 103 108 57 43 65 2938 1238 559 272 143 679 133 81 546 417
internal_count=4576 582 53 3994 3327 67 42 667 638 610 3260 322 299 268 165 103 108 57 43 65 2938 1238 559 272 143 679 133 81 546 417
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=22 2 18 22 27 18 18 21 2 1 22 26 2 28 1 19 24 11 22 21 12 21 19 11 27 18 28 18 20 12
split_gain=1.08877 4.58981 4.14829 1.62644 1.28845 5.17907 7.48714 6.66447 12.5175 8.94606 11.37 8.92197 20.368 8.19593 6.05022 5.52876 6.70959 6.97928 7.93084 4.83732 4.56462 4.32848 8.02556 7.73708 4.48858 4.03531 5.68331 4.8288 4.36046 5.16177
threshold=0.46774833596301185 354.56042652932439 1.6336978639766044 0.45474681712858706 8.5000000000000018 1.3946184029740858 1.4365856647801423 0.50422219607112317 1213.3008531780404 443.44774665578603 0.23570985360305494 1.0000000180025095e-35 944.44518328763172 3.5000000000000004 448.33601060296036 1.0994735530010329 0.71168057963246933 138.27360335764641 0.31070968601718202 0.82945230967074979 1470.3951895846926 0.70228089751360023 0.79782083863024467 275.50407516999866 9.5000000000000018 1.5155598845818288 15.500000000000002 1.8507611952446681 2.3879572121848049 1334.5406108866177
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 -1 7 -7 11 9 10 21 12 -6 19 -13 -16 -17 -18 -19 -11 -15 -9 -23 24 -24 26 28 -27 -8 -30
right_child=1 -3 -4 -5 5 6 25 8 -10 13 -12 14 -14 20 15 16 17 18 -20 -21 -22 22 23 -25 -26 27 -28 -29 29 -31
leaf_value=0.00094560449368785271 -0.023418408947495317 -0.048042431970437366 0.033070481339326274 0.023806124245988783 -0.072421409525885813 0.038276815773309047 0.022014815495772798 0.022355001371191896 -0.088202558577060705 -0.054946043356210887 -0.093222285742345076 0.049803648346236774 0.048685516168673837 0.075943472161889083 0.047151198804378514 -0.035601357908712494 -0.038958063224951434 0.05508104903487171 -0.013249921528943654 0.013771849274635315 0.013393237721174955 -0.080996573507963188 0.03652977157255699 -0.053992442960540454 -0.017788410710636526 0.015879119385564546 -0.065347171705216173 -0.010523391665017184 0.0087867318737235942 -0.058966524251129318
leaf_weight=3493 26 24 26 29 41 58 33 23 25 21 23 35 21 20 25 45 21 41 29 20 28 21 29 30 32 179 20 113 22 23
leaf_count=3493 26 24 26 29 41 58 33 23 25 21 23 35 21 20 25 45 21 41 29 20 28 21 29 30 32 179 20 113 22 23
internal_value=0 -0.0118693 0.00482604 0.000200459 4.73466e-05 -0.00316085 0.00475424 -0.00985134 -0.0207725 -0.0139476 -0.0282311 0.00166248 -0.0314013 0.0114096 0.0121214 0.00392966 -0.00401548 0.0116039 0.0267725 -0.0214251 0.0394558 -0.0171585 -0.0252729 -0.0124136 0.00803499 -0.000231173 -0.0177896 0.00566171 -0.0055953 -0.0258427
internal_weight=0 76 52 4500 4471 978 448 530 272 247 158 258 62 89 196 161 136 91 70 41 48 135 112 91 61 390 98 292 78 45
internal_count=4576 76 52 4500 4471 978 448 530 272 247 158 258 62 89 196 161 136 91 70 41 48 135 112 91 61 390 98 292 78 45
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=27 21 21 18 25 26 15 5 12 8 8 18 8 17 21 25 25 26 14 9 4 10 8 1 5 17 21 14 2 17
split_gain=1.0946 3.47037 7.88658 6.32781 13.6161 6.86042 9.29633 11.7829 7.38978 5.93146 7.83009 13.0828 11.2171 5.62506 4.66446 7.57717 4.14753 5.2454 4.79191 4.75568 4.4702 6.15485 4.33327 4.12859 7.63931 3.5633 6.41813 3.51108 3.30358 4.3661
threshold=6.5000000000000009 0.67200785806216146 0.64937359776604786 1.1293402803880792 -0.016904562237586827 6.5000000000000009 893.50000000000011 415.28067569320905 1452.1333341204997 1896.1039972899732 767.44947472389345 1.5391484022138024 635.76893939393949 1.0509525123452992 0.89488210991928441 0.21929338689450437 -0.082216702433366443 3.5000000000000004 0.058201226945386174 303.84322695035468 354.46350729407692 101.49183006535949 222.58840679128795 356.43989482380772 403.65479319379739 0.85824824827302615 0.53778833163610518 0.0033563298578990612 602.99719725529678 1.2778311185791755
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 25 4 -3 9 23 -8 -9 10 12 14 16 -4 15 -12 -5 18 -18 -19 21 -20 -22 -7 -25 26 -1 -17 -24 -30
right_child=-2 3 13 5 -6 6 7 8 -10 -11 11 -13 -14 -15 -16 27 17 19 20 -21 22 -23 28 24 -26 -27 -28 -29 29 -31
leaf_value=0.012322220076685368 0.0013020492530278942 0.019275742769241336 0.080962837292324938 -0.032913326309813605 -0.087245291895565721 -0.015603650121116325 -0.098717429237095297 -0.070584282066140855 0.00031748058711539729 -0.032521331080413877 -0.0121551990482424 -0.046156887855866684 -0.062131324013074245 0.007769971371938785 0.071005172783444676 0.015582740023732188 -0.047654993198812008 0.062300249814455005 0.00098802011925727142 0.0022941503971815112 -0.044018865802458361 0.053637297752806373 0.023895221689363588 0.068944270275533209 -0.012597328189898421 0.0014694666954972646 -0.060196738575513546 0.062915627888980363 0.011162869060145957 -0.047638723092234658
leaf_weight=23 2678 21 21 31 28 76 27 21 49 47 35 23 30 21 29 25 20 28 64 25 28 34 37 20 27 989 26 42 28 23
leaf_count=23 2678 21 21 31 28 76 27 21 49 47 35 23 30 21 29 25 20 28 64 25 28 34 37 20 27 989 26 42 28 23
internal_value=0 -0.00183714 0.00188425 -0.00675046 -0.0415934 -0.0045303 -0.0194509 -0.0425988 -0.020953 0.00144883 0.0046293 0.0234035 -0.00367881 0.0443664 0.0356164 0.0255548 0.00183558 0.00558894 -0.000845016 0.0339955 0.00352975 0.0192541 -0.00975461 -0.0011961 0.0221012 0.000165316 -0.0261572 0.0452541 0.00114765 -0.0153555
internal_weight=0 1898 1080 818 49 769 220 97 70 549 502 154 348 42 131 102 318 287 234 53 214 98 116 123 47 1038 49 67 88 51
internal_count=4576 1898 1080 818 49 769 220 97 70 549 502 154 348 42 131 102 318 287 234 53 214 98 116 123 47 1038 49 67 88 51
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=0 0 22 0 26 6 4 20 24 15 10 20 3 10 15 18 18 19 0 6 18 3 3 0 12 24 27 19 0 11
split_gain=0.987322 11.2116 9.97365 5.4328 10.9121 8.87899 16.4033 6.35676 5.22274 6.53093 8.74123 5.80022 5.04631 6.82511 5.57745 4.91204 5.80703 7.42649 4.84584 6.70524 4.65501 4.45181 8.21574 9.04502 10.8564 5.50342 7.36686 4.95195 4.71411 4.41002
threshold=525.05078125000011 492.3110367892977 0.24531595490676791 588.27400569677536 14.500000000000002 235.43331524315695 445.84778554618151 3.2832333642050822 0.49749295936713461 975.50000000000011 249.673765585203 2.1281156989023819 602.58635737235966 217.83346295184563 1185.1999999999998 1.1658554663080278 1.2845970922142584 1.1318650198326925 428.47019635343628 738.49804079560261 1.0431631861577808 1027.8138583399107 1007.5997159157334 749.46212755731869 2780.851881304246 0.14570667321268665 5.5000000000000009 1.0364552305076402 660.03225806451621 590.84134808874933
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 18 8 4 5 -2 -7 12 9 -3 -11 -12 13 -5 -14 -8 -17 -18 29 -20 -16 22 23 25 27 -22 -27 -25 -28 -1
right_child=3 2 -4 7 -6 6 15 -9 -10 10 11 -13 14 -15 20 16 17 -19 19 -21 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.0006845750545576468 0.033049737800050667 -0.0018836343971391518 0.070161489799226581 0.0047623274632944516 0.034090238055441438 -0.085893635905813434 -0.048101929036018093 0.04121098481241222 -0.03094662851451532 0.087889902232787934 0.048688515761624217 -0.024945325627923013 0.029479217070083209 -0.068416129320859914 0.035648689254680101 0.010779200750115661 -0.073750702446947494 -0.0074388374533634963 -0.0076282362068373953 -0.066945970803499219 -0.010294243770787555 0.0021259104198964917 -0.063232334067338511 -0.10175118252989793 0.010612283238480168 -0.012691666619402582 0.020286027957563818 -0.035881249292753638 0.085034718940203841 0.039911368303000933
leaf_weight=2444 27 66 38 26 41 40 38 38 23 26 23 20 65 25 34 81 24 57 404 20 89 718 29 21 31 29 23 25 22 29
leaf_count=2444 27 66 38 26 41 40 38 38 23 26 23 20 65 25 34 81 24 57 404 20 89 718 29 21 31 29 23 25 22 29
internal_value=0 0.00101711 0.0241638 -0.00212132 -0.0139432 -0.0213191 -0.0274356 0.000977512 0.0131011 0.0206055 0.0421169 0.0144402 -0.000367143 -0.0311095 0.00107656 -0.0157439 -0.0081538 -0.0270868 -0.000548911 -0.0104262 -0.000731643 -0.00198487 -0.0129571 -0.0068822 -0.0351276 0.00646071 0.0266119 -0.0659523 0.0519409 0.00114457
internal_weight=0 3093 196 1483 308 267 240 1175 158 135 69 43 1137 51 1086 200 162 81 2897 424 1021 987 269 240 77 163 74 46 45 2473
internal_count=4576 3093 196 1483 308 267 240 1175 158 135 69 43 1137 51 1086 200 162 81 2897 424 1021 987 269 240 77 163 74 46 45 2473
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=13 12 24 21 24 24 7 18 18 15 21 13 28 24 21 12 21 14 8 19 18 13 21 15 8 8 8 3 28 8
split_gain=1.08844 4.15438 4.14152 4.10539 8.2007 8.30298 4.93685 3.35376 6.82213 3.75694 3.01739 2.98803 4.54208 2.62462 2.43077 2.42122 10.9556 6.55497 5.71507 6.49319 3.92624 2.30814 2.24587 2.15933 1.73456 10.5205 9.2469 11.7869 9.08429 7.27558
threshold=197.99468085106386 4295.7296832802103 0.75641305439865725 0.86683422525641274 0.0069558234562951083 0.12478038164141285 417.93635358155956 1.2361311050267443 1.219325320213563 1250.3499999999997 1.1141782279371111 212.8094254874928 9.5000000000000018 -0.017498580469669539 0.45657804896458243 3699.6529722039236 0.55954219873352173 0.0039954625514691307 319.05235685367273 1.0033287434552214 1.1467684789692469 196.39223710539503 1.0312138877327224 1522.2500000000002 1896.1039972899732 1798.1206896551728 1957.6459119496858 807.30609803113509 9.5000000000000018 1840.6754201680676
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 15 3 7 6 -6 10 8 11 -9 -5 13 23 -2 -4 21 17 -17 -18 20 -20 24 -8 -13 25 -1 28 -28 -26 -27
right_child=2 -3 14 4 5 -7 22 9 -10 -11 -12 12 -14 -15 -16 16 18 -19 19 -21 -22 -23 -24 -25 26 29 27 -29 -30 -31
leaf_value=0.00013388003320478835 -0.033903633951151278 -0.03719199960730199 -0.010680008158087732 -0.038973644457291817 -0.08417198620736599 -0.0030835065018871557 0.049110438071546109 0.054132194782572765 -0.053032364577732305 0.0038338544072978424 0.009809450131087076 0.019627157316125673 0.047308332451752255 0.0030567059879586054 -0.059982803463935856 0.0796687919526331 -0.049822259208430419 0.0073091473075605571 -0.00220892240293324 -0.027029262008992111 0.056725072402220515 0.032608004904944789 0.0058489678826715262 -0.020476848542690277 0.0077740347090487676 0.062518002319460114 0.046686375530303588 -0.0038052540169846863 -0.070420774838958797 0.01037245775770509
leaf_weight=2857 25 29 20 32 28 23 21 27 22 33 21 29 35 83 20 31 23 21 20 33 26 22 28 25 24 45 49 819 39 66
leaf_count=2857 25 29 20 32 28 23 21 27 22 33 21 29 35 83 20 31 23 21 20 33 26 22 28 25 24 45 49 819 39 66
internal_value=0 0.000523029 -0.0045477 -0.00169735 -0.0148615 -0.0476027 0.00150914 0.00552168 -0.00021707 0.0264681 -0.0196445 0.00568108 0.0192478 -0.00549893 -0.0353314 0.000791431 0.013091 0.0504466 -0.00595298 0.00681909 0.0311016 0.000308355 0.0243896 0.00106049 0.000126105 0.00130741 -0.00363985 -0.00095492 -0.0406323 0.0315125
internal_weight=0 4104 472 432 153 51 102 279 219 60 53 197 89 108 40 4075 154 52 102 79 46 3921 49 54 3899 2968 931 868 63 111
internal_count=4576 4104 472 432 153 51 102 279 219 60 53 197 89 108 40 4075 154 52 102 79 46 3921 49 54 3899 2968 931 868 63 111
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=20 19 16 12 19 22 20 22 25 24 24 7 8 4 1 22 8 19 25 12 19 25 22 13 16 27 8 28 24 24
split_gain=1.14636 4.75126 8.69729 4.87839 4.58281 6.83567 5.48852 3.51227 4.49603 4.12096 2.83604 2.62954 2.35944 2.18554 2.38839 1.82817 1.8148 1.79818 8.62263 5.47483 3.76482 11.2192 3.30311 3.0494 5.13913 4.95937 1.7878 1.75042 1.70632 4.51782
threshold=1.4501129988454156 1.0047079087325161 602.80000000000007 2419.1772444714557 1.0849678935004439 -0.043627449851016013 1.3574555698985844 -0.14088817908724147 -0.074876196471299047 -0.011370237451417619 0.054978143773997949 156.17970433207225 98.577723471723218 60.794923352302625 94.65966852658245 -0.19306916502956126 433.76625698940899 0.76199546178130007 -0.084031328817217796 1295.5348008193625 0.79782083863024467 -0.0015571260274015984 -0.071026511818304258 120.00868686868688 257.02500000000003 7.5000000000000009 219.59728183118742 6.5000000000000009 -0.067645417819588327 -0.052899969028434232
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 7 -4 5 -3 -7 11 -9 26 16 15 -2 -14 -15 -1 -11 18 -16 -20 21 22 -19 24 -21 -25 -10 -12 -22 -30
right_child=12 4 3 -5 -6 6 -8 8 9 10 27 -13 13 14 17 -17 -18 20 19 23 28 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.01074493733019783 -0.02531697606961978 0.088366542607545853 -0.0073280908539891249 -0.075567720775407826 -0.0098330204016887218 -0.017302678440782159 0.05417014750696364 0.042734941255110202 -0.037518653561445799 0.019203823919154026 -0.023792366813868288 -0.04393305807840079 -0.032461582141972721 0.028987420376922403 -0.040197867088552032 -0.025851808377497256 0.054933978936501919 0.030847833398729565 0.067734336249885105 0.029991336674268905 0.009919949593649318 -0.079150342211748159 -0.022796451909975573 0.0010261769527974338 -0.026232052685038466 0.069113861150108286 -0.0029785091493358005 0.013919969031121582 -0.021830596087848524 -0.00017417568940672885
leaf_weight=39 38 20 20 22 26 22 21 39 22 44 20 20 21 28 28 21 21 24 21 29 156 24 22 23 37 20 47 32 99 3570
leaf_count=39 38 20 20 22 26 22 21 39 22 44 20 20 21 28 28 21 21 24 21 29 156 24 22 23 37 20 47 32 99 3570
internal_value=0 0.00487723 -0.000409546 -0.0430727 0.0254897 0.0400674 0.0176027 0.00546537 0.0118642 0.00539125 0.016822 -0.0125312 -0.000513641 -0.000283869 -0.000118289 -0.00206392 0.0307474 -0.000319364 0.0101388 0.0209805 -0.000743596 -0.0237255 0.00519187 0.0119729 -0.00152784 0.0326949 -0.0139913 -0.000584776 -0.000323013 -0.000758527
internal_weight=0 436 347 42 89 63 43 305 225 186 117 80 4140 4102 4081 60 65 4053 158 130 3895 70 46 109 66 43 69 52 3825 3669
internal_count=4576 436 347 42 89 63 43 305 225 186 117 80 4140 4102 4081 60 65 4053 158 130 3895 70 46 109 66 43 69 52 3825 3669
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=14 13 12 10 28 19 21 21 4 12 24 12 25 13 28 11 21 21 21 14 14 25 7 5 12 21 8 6 7 21
split_gain=1.09095 6.1814 3.74466 2.23194 2.68661 4.71885 4.47834 3.18633 2.56721 2.53527 1.88344 3.13373 2.97317 2.27996 4.46746 1.89505 1.81809 9.34265 8.21277 7.90934 7.34373 6.49752 7.26805 7.47849 4.21892 5.18302 3.72483 5.95386 4.99988 5.55585
threshold=0.4238187432604647 69.028888481291276 752.02028027491872 58.756385945343006 19.500000000000004 1.2631318555501057 1.2159270846296422 1.1084817316700351 189.35127460657483 3030.9263590657051 -0.01376951556238497 1647.9801403027823 -0.045398015002551723 164.81634480425592 10.500000000000002 142.32607351425631 0.67200785806216146 0.68815184030254117 0.6458762098451255 0.19546498195761544 0.0056741503512883025 -0.074342631464931669 238.32572509060878 99.416172764607069 1348.9563688878518 0.68066266438854794 426.81235055430767 232.56851270913774 437.37113537269539 0.40266009625388921
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=16 2 -2 8 5 6 7 9 -3 10 12 15 13 14 -5 -12 18 24 21 20 -20 -1 23 -23 -18 -26 27 -24 29 -28
right_child=1 3 -4 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 17 -19 19 -21 -22 22 26 -25 25 -27 28 -29 -30 -31
leaf_value=-0.056743619907647369 0.010726825194433333 -0.0027680671885609628 0.071187580713913554 0.057647116482257843 -0.020495940910445321 0.055327869029715662 -0.032103564808594769 0.047753117680549628 -0.039770463496446612 -0.022613848897593995 0.024664125656709075 0.043566332240071559 -0.029406533537742991 -0.0082834366489859187 -0.0076551870536059139 -0.018868094235658647 -0.07728500645607711 -0.0015047521353353415 0.047934811756469478 0.077120956182479869 -0.0098989310648499272 -0.0068355986848473551 0.0067168068140745166 0.069924707897007471 0.012739531412011102 -0.057518607431224417 -0.0086579532563475711 -0.066049466315995564 -0.00098414592680500564 0.036878982984234358
leaf_weight=20 20 75 21 22 36 20 29 20 25 27 20 36 24 34 20 20 21 1784 37 25 54 22 23 30 21 21 42 22 1931 74
leaf_count=20 20 75 21 22 36 20 29 20 25 27 20 36 24 34 20 20 21 1784 37 25 54 22 23 30 21 21 42 22 1931 74
internal_value=0 0.00468117 0.0416945 0.00096169 0.00517609 0.00857386 0.00486323 0.00967057 -0.0120187 0.00591859 0.0102957 0.022162 0.00127739 0.0109671 0.0265508 0.00289802 -0.000509291 -0.00284127 0.00137982 0.0273023 0.0136159 -9.74636e-06 0.000519488 0.0374492 -0.040688 -0.0223895 -0.000398459 -0.0288578 0.000227174 0.0203915
internal_weight=0 449 41 408 308 272 252 223 100 203 176 76 100 76 42 40 4127 1847 2280 116 91 2164 2144 52 63 42 2092 45 2047 116
internal_count=4576 449 41 408 308 272 252 223 100 203 176 76 100 76 42 40 4127 1847 2280 116 91 2164 2144 52 63 42 2092 45 2047 116
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=27 13 13 17 21 21 20 19 12 20 25 20 25 8 17 21 20 3 23 9 16 23 17 3 13 20 20 5 11 27
split_gain=1.03334 5.46508 7.44533 4.74669 7.09682 7.92027 6.06103 9.27886 5.52869 4.63581 4.61188 5.28287 4.97111 3.85862 5.75217 3.58185 3.41913 5.01953 9.06645 5.96417 3.3338 6.84573 3.298 5.59655 2.88122 2.73722 2.3481 7.68612 2.22469 1.82498
threshold=9.5000000000000018 59.997651750877019 63.033451397087767 0.90211449396597432 0.61875162364534508 0.54774405549363259 2.1918931778150452 1.2027380583525693 977.65344042542085 3.907599281725584 0.014748544557040725 2.6580790467095521 0.19738352413013718 1583.0125786163524 1.0684550458845696 0.6978985596361732 4.3328193936407482 426.71208084547112 0.5238942450148536 201.08124673648874 344.52500000000003 -0.17023287662282197 1.0990637808573314 377.41389146982834 69.697402597402615 3.0741414842754451 4.0742537422078131 156.10796434047987 181.18886938493861 10.500000000000002
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=16 13 -3 4 5 9 20 8 -8 -4 -9 29 -13 14 -2 -6 26 18 19 -18 21 -5 23 -14 25 -25 -1 -28 -10 -12
right_child=1 2 3 6 15 -7 7 10 28 -11 11 12 22 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00038253700608517735 0.065355722978711131 -0.067328970804810526 0.031878023479826927 -0.0017688086132208508 -0.049967440287582578 0.082841401919722557 -0.092732113191769244 0.031486216273445354 -0.0087349968759909934 -0.020990325689867695 -0.024855076403103093 -0.045255045756697657 -0.041744200193456246 -0.0043038963220822504 -0.0038792171684326605 0.0048572471508613003 0.049246477793591724 0.04913268512913159 -0.054680682534817608 -0.012927989678940289 -0.0070826299871051953 0.073761163391463921 0.040814965032041073 0.020580135545004971 0.036047612237078801 -0.027221352130174639 0.028103143945336341 -0.050460104576566002 -0.051057734188658221 -0.066592651494211161
leaf_weight=3764 30 20 43 30 22 20 21 26 23 27 22 25 28 39 20 26 36 35 20 27 56 20 20 23 28 25 20 33 27 20
leaf_count=3764 30 20 43 30 22 20 21 26 23 27 22 25 28 39 20 26 36 35 20 27 56 20 20 23 28 25 20 33 27 20
internal_value=0 -0.00372324 -0.00743085 -0.00517905 0.0107815 0.0273427 -0.0107693 -0.0182939 -0.0496738 0.0114859 -0.00802671 -0.0134054 -0.00457565 0.0192723 0.0376617 -0.0202707 0.000606505 0.0173716 0.00397836 0.0226003 0.00967483 0.0284432 0.00362584 -0.00352591 0.0105545 -0.00431647 8.82234e-05 -0.0208136 -0.0315893 -0.0447301
internal_weight=0 641 552 532 138 90 394 288 71 70 217 191 149 89 50 48 3935 118 83 63 106 50 124 104 76 48 3817 53 50 42
internal_count=4576 641 552 532 138 90 394 288 71 70 217 191 149 89 50 48 3935 118 83 63 106 50 124 104 76 48 3817 53 50 42
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=28 20 13 20 18 28 24 17 19 20 20 18 19 19 19 27 12 10 12 2 2 12 7 28 19 13 16 29 12 29
split_gain=0.990017 5.10654 9.01151 8.30519 7.68716 12.8852 5.41104 7.07625 4.647 4.30108 3.93021 8.07792 6.26598 3.32645 9.33648 3.70626 3.36744 10.2934 3.59671 5.84346 12.8701 24.7262 12.4632 11.753 11.195 8.63723 9.51661 12.9786 8.10884 7.94868
threshold=5.5000000000000009 3.8510033458874617 126.91001447609493 3.2656575345453933 1.3760042279506448 2.5000000000000004 0.39858251699793962 1.0439899084329747 1.3478785752489941 4.2635677477180476 5.7113049819841244 1.4253876720715943 1.6937607864757627 2.2243398023378238 1.9155910066395678 11.500000000000002 351.83194237853382 149.00815217391309 1921.1200083646193 514.53657948015473 681.6809745780389 2088.542385830372 687.13118645397674 10.500000000000002 1.2413087026070773 84.999556512234022 587.07500000000016 125.00000000000001 2419.1772444714557 65.000000000000014
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 3 4 -1 5 -3 -5 8 -8 13 11 -11 -13 14 15 16 17 -2 -18 28 21 -21 -23 24 25 -22 29 -28 -20 -27
right_child=9 2 -4 6 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 -17 18 -19 19 20 23 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0013414484997556807 0.0012100949548184874 -0.11625940129160882 0.02455535752395558 0.00067661818303167828 -0.010106051440816374 -0.008029149269515817 -0.020186237841844562 0.074400191896251952 0.042043188313643141 0.064956822560301858 -0.020959607574914118 -0.040966726341284815 0.032319261506199841 0.033593086296549217 -0.049696052303855737 0.034587375992642985 0.0019914438702764549 -0.082218459035669059 -0.013172090260619388 -0.13685423964634538 0.045502395715032312 -0.010220580750582629 -0.087316594598814856 0.0068395937726433795 -0.093635457344353204 -0.054290993038254479 0.0040654693306847057 -0.094507202549892311 0.02396485340529985 0.011828398610154788
leaf_weight=1544 50 22 43 50 80 22 20 38 30 35 20 20 28 26 41 28 1385 21 103 20 21 166 24 427 20 24 22 34 137 75
leaf_count=1544 50 22 43 50 80 22 20 38 30 35 20 20 28 26 41 28 1385 21 103 20 21 166 24 427 20 24 22 34 137 75
internal_value=0 0.00178629 -0.0148919 0.00344221 -0.0285712 -0.0621443 0.0269464 0.0418725 0.0171514 -0.00121117 0.018834 0.0284228 0.00178343 -0.001998 -0.00235419 -0.00159509 -0.00199568 -0.023466 -0.00137551 -0.00572148 -0.00968261 -0.0310919 -0.019959 -0.00246599 -0.0227389 -0.0146824 -0.0228365 -0.0557822 0.00802692 -0.00420054
internal_weight=0 1849 167 1682 124 44 138 88 50 2727 103 83 48 2624 2598 2557 2529 71 2458 1073 833 210 190 623 196 176 155 56 240 99
internal_count=4576 1849 167 1682 124 44 138 88 50 2727 103 83 48 2624 2598 2557 2529 71 2458 1073 833 210 190 623 196 176 155 56 240 99
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=14 15 7 13 21 21 28 6 18 1 19 21 8 1 21 13 10 21 19 14 20 20 19 21 14 14 4 4 21 1
split_gain=1.15459 4.53551 6.56042 11.4652 3.99148 10.3704 9.09693 8.74912 5.07641 6.10119 4.96717 9.86518 4.67553 9.87264 4.42285 3.93505 3.19801 2.69731 2.69571 7.52406 5.98413 8.39223 5.6054 5.24714 5.02711 6.55139 6.01542 3.94163 3.15539 2.86313
threshold=0.057089363938411103 351.50000000000006 244.90174078183847 101.73517698790229 0.89488210991928441 0.86150353004777502 14.500000000000002 437.31380422231456 1.460951669529827 384.74853115668969 0.86649412850473706 0.70228089751360023 617.89756889452019 654.1138296702344 1.0312138877327224 137.71578980967965 76.280410314641671 0.55241419212789811 0.99488122867323858 0.035682002549883324 3.5600193249691148 2.7685750754700158 1.0047079087325161 0.82945230967074979 0.03826272361946776 0.022630118468212678 330.60859195224504 551.74478722495166 0.81123243178369409 724.02876677705399
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 10 8 -8 12 -10 11 -4 -6 14 -14 -5 17 -12 24 22 21 -21 -20 28 25 26 29 -28 -24 -18
right_child=-2 2 4 15 6 -7 7 -9 9 -11 16 -13 13 -15 -16 -17 18 -19 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.040158215802736014 0.0018059303696618318 -0.088026933659178519 0.0031191468839683843 0.027768572216684169 -0.0011591813194432429 -0.054047801120108686 0.016051946070921773 -0.056228906582250743 0.039861440180490419 -0.01835842162163721 0.00015989828177473764 -0.086963637601584209 0.048062454447859809 0.0025480769900605087 0.11153760501790955 -0.030220030715689062 0.07219284049642738 0.048635970428586008 -0.046097264811396602 -0.044588625078829824 -0.073228884907439354 0.027937824396347562 -0.00035011713695376392 0.047264000449491583 0.048146923219319432 -0.036584885862248485 -0.028600905224448071 0.022775010538420508 -0.039339426514648258 0.01868459615856409
leaf_weight=26 1996 24 31 22 21 38 34 33 30 45 22 20 21 25 23 25 20 24 27 39 24 27 1793 23 30 32 32 28 21 20
leaf_count=26 1996 24 31 22 21 38 34 33 30 45 22 20 21 25 23 25 20 24 27 39 24 27 1793 23 30 32 32 28 21 20
internal_value=0 -0.00139715 -0.00182018 -0.0317921 -0.000963154 -0.00225032 0.0115257 -0.0195491 0.0241439 0.00492952 -0.00136089 -0.0322074 0.040156 0.0527301 0.0812426 -0.00307643 -0.000633246 0.0254518 -0.00120031 -0.00222803 -0.0304681 -0.0149187 -0.000864508 -0.000199682 0.0111957 0.00279776 0.0154002 -0.00462548 -0.000801482 0.0454387
internal_weight=0 2580 2554 71 2483 2251 232 67 165 75 2213 51 90 69 44 47 2162 46 2116 1954 90 66 1864 1837 162 132 100 60 1814 40
internal_count=4576 2580 2554 71 2483 2251 232 67 165 75 2213 51 90 69 44 47 2162 46 2116 1954 90 66 1864 1837 162 132 100 60 1814 40
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=22 8 5 1 1 4 8 22 21 21 21 8 24 4 1 7 7 7 3 0 7 3 0 8 21 29 4 23 22 5
split_gain=1.05569 3.66987 2.5969 0.933041 4.72709 3.57858 2.93677 2.98023 1.64846 4.78064 4.06137 2.31976 2.06158 1.79713 1.61923 2.41879 6.46908 6.88848 1.87666 1.66635 8.46267 7.19835 10.203 7.44477 7.34438 6.46887 4.9176 4.90443 5.18503 4.64483
threshold=0.46774833596301185 1583.0125786163524 126.56487389851111 1254.4305532851533 1214.5568619704989 270.68468271334797 2532.2491987179492 0.37043436691377946 0.4422443298586699 0.41314270374686407 0.51674041437877727 2931.7836334745766 0.84301005241981775 342.50534012787153 1169.1292917473254 2545.0124911362032 2351.9123087556532 2273.874400539451 1393.3648218829519 525.05078125000011 1772.1190718055889 834.54003586198667 510.15631906771154 2042.4595238095242 0.76602993682088394 65.000000000000014 488.05563891164076 0.69473135881339843 0.29545251667484079 699.51386291260189
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 -3 4 14 -6 -5 8 9 13 11 -10 -12 -8 15 16 17 19 -16 20 21 22 23 29 -24 26 -23 28 -22 -1
right_child=1 2 -4 6 5 -7 7 -9 10 -11 12 -13 -14 -15 18 -17 -18 -19 -20 -21 27 25 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001671746287526209 0.014787936487024832 -0.0053636459464376628 -0.05342087648485018 0.042964956276118758 -0.060817794332450083 -0.0073330518629016548 -0.0090355822996747107 0.036168583575636147 0.0053301712777465583 -0.039321644666294259 0.0045660490522600921 0.051443584542721514 -0.034859424785134339 0.026614409384246057 0.036673955669483317 -0.033839490442048939 0.055546220835475696 -0.051407249536938399 -0.0030100394971668723 -0.0030056221371328011 0.049010721649974588 -0.026775864105332982 0.078782587087359926 0.048783603589981794 0.0082087249308824533 -0.032004720600675947 0.034640910715097561 0.053640239471767819 -0.015895637078210713 0.043146689206361777
leaf_weight=2558 31 22 23 20 22 29 31 24 20 36 36 24 21 26 26 21 21 26 22 1147 20 22 29 32 30 121 32 47 32 25
leaf_count=2558 31 22 23 20 22 29 31 24 20 36 36 24 21 26 26 21 21 26 22 1147 20 22 29 32 30 121 32 47 32 25
internal_value=0 -0.0116876 -0.0299262 0.00019739 -0.000142882 -0.0304049 0.00629083 0.00292623 -0.00118623 -0.0107926 0.0076592 0.0304829 -0.00995913 0.00722582 0.000223626 1.30639e-05 0.000184697 -9.74172e-05 0.0184855 0.00022836 0.00148663 0.000487868 0.00177377 0.000845931 0.0428976 -0.0191607 0.00961926 0.0302287 0.00906835 0.000252046
internal_weight=0 76 45 4500 4262 51 238 218 194 93 101 44 57 57 4211 4163 4142 4121 48 4095 2948 2849 2674 2615 59 175 54 99 52 2583
internal_count=4576 76 45 4500 4262 51 238 218 194 93 101 44 57 57 4211 4163 4142 4121 48 4095 2948 2849 2674 2615 59 175 54 99 52 2583
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=29 19 22 13 2 2 14 19 18 28 14 22 15 10 11 15 26 14 12 24 18 19 13 13 13 28 29 19 13 10
split_gain=0.958966 4.88578 4.33611 9.5054 7.23809 6.0342 7.65729 5.08679 8.04626 8.76909 7.48036 4.52916 5.7439 10.9107 4.97543 4.8804 4.5062 4.18628 4.15438 5.3621 7.3095 3.71705 3.50434 8.72596 6.9174 6.56231 4.53981 7.21461 8.16392 4.04336
threshold=105.00000000000001 0.72728158571443857 -0.041804929739750321 64.00839988983752 790.05895004036324 441.03986331374307 0.069285292548391927 0.93936789542040222 1.4392156250935528 4.5000000000000009 0.035682002549883324 -0.030811225154984752 743.25000000000011 96.719014228796212 65.561191078722302 3627.7500000000005 7.5000000000000009 0.10744666136879572 4006.596441564639 0.38898947248929605 1.1480194799304617 1.2893464986468697 151.81391809178442 154.82008298071369 148.08730229405037 25.500000000000004 200.00000000000003 1.4133600470896257 197.71550295643343 122.69334760505762
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 17 -7 8 9 -4 -11 -9 13 -13 -14 -16 -8 -5 22 20 -20 -19 24 -24 29 26 27 28 -25 -2
right_child=18 2 7 4 -6 6 16 11 -10 10 -12 12 14 -15 15 -17 -18 21 19 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.044210800431344822 -0.0025715362215507644 -0.069545635290840568 0.047569040167662835 0.023583759101373808 0.038999083551267785 -0.082626842594017161 0.0032481618731728065 0.035588085977360608 0.075841905602387016 -0.053006065164559663 0.015112029965721856 -0.089429358428432831 0.04537862817878309 -0.0089361414466710663 -0.00080257573082797998 -0.050556606110185393 -0.044761862359283602 -0.00015820908887558674 0.031778913220533958 -0.066437726665171795 -0.043951830522157259 -0.040275743510574107 -0.057326619171847906 0.042003045318757787 0.061145623666899546 -0.045901250434690156 -0.0064813357298978821 -0.038524174550548199 -0.0016976888745692887 0.0070387266297332668
leaf_weight=23 701 27 36 49 30 23 46 32 21 28 38 21 23 85 1384 20 34 83 26 20 25 32 30 85 21 32 325 24 86 1166
leaf_count=23 701 27 36 49 30 23 46 32 21 28 38 21 23 85 1384 20 34 83 26 20 25 32 30 85 21 32 325 24 86 1166
internal_value=0 -0.00161763 -0.00214151 -0.0127377 -0.00757335 -0.0128062 -0.0317758 -0.000107645 0.0194736 0.00786836 -0.0137866 -0.00164662 -0.00242386 -0.0248829 -0.000755563 -0.00151132 -0.0171561 -0.000892384 0.0012955 -0.0225535 -0.005344 -0.0113213 0.00198104 -0.00480308 0.00407233 -0.00194854 0.000756237 0.0128189 0.0200249 0.00343037
internal_weight=0 2035 2012 324 297 267 103 1688 123 102 66 1565 1533 106 1427 1404 80 164 2541 71 51 115 2470 582 1888 552 520 195 171 1867
internal_count=4576 2035 2012 324 297 267 103 1688 123 102 66 1565 1533 106 1427 1404 80 164 2541 71 51 115 2470 582 1888 552 520 195 171 1867
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=9 0 9 17 22 25 3 7 6 6 24 4 3 23 18 0 22 9 22 20 23 24 23 22 17 13 22 13 25 23
split_gain=1.04374 7.14271 6.88673 5.12701 4.25348 8.14779 4.08452 4.19309 3.87054 5.92656 5.15165 4.17642 5.44424 3.54596 4.21945 6.98558 4.04551 11.1352 4.36352 3.41799 5.38117 5.57077 3.59914 6.23731 7.37274 9.76529 4.47077 7.83802 5.50869 4.78344
threshold=157.57306339999556 473.89661941102952 161.75517162794202 1.465430055637605 -0.30810662651344434 -0.065185053647943456 736.1288737024903 666.3313508242635 127.67837506848348 136.9148694857889 0.88736617674673524 162.8599219485229 484.06422159581831 -0.25599442811167405 1.7010502861407832 463.54697712418306 -0.18306191665428542 205.76772836538467 -0.15963630689031075 4.8576572863823246 0.20138319095582907 0.48945983572265694 0.026252135403651091 -0.020193129197084006 1.4180028627095935 104.38430115636 -0.11907250708543986 77.999234393404024 -0.025993958743008926 -0.17904505301528703
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 -3 5 -4 7 19 10 -10 -6 12 -11 14 15 -13 17 -15 -18 20 22 -22 23 26 -25 -26 29 28 -28 -1
right_child=2 3 4 -5 8 -7 -8 -9 9 11 -12 13 -14 16 -16 -17 18 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00010579789914048582 -0.030616044777592544 0.013005402367320154 0.012534580759238452 0.060629320633597675 0.035953770288780558 -0.077730523939244456 -0.042600842988626528 0.032267117754715247 -0.05214241844686595 -0.00013346035339054652 -0.008717095869637672 0.057044134514276368 -0.063139507050315541 -0.086099023669958127 -0.017760705063119532 -0.0036117471261497809 0.0456941347746622 0.010892216861248017 -4.800943004107381e-05 0.039458071327369129 -0.063969206147723723 -0.002720849455870462 0.020617456482325838 0.013266202032566073 -0.10404175966978074 -0.0097235863623411772 -0.042403583275154234 0.02936063132388151 0.0085460216220882203 -0.028441837316621907
leaf_weight=393 76 77 20 32 67 20 22 41 22 32 42 43 24 20 24 34 21 29 3014 21 27 33 82 25 21 23 32 127 63 69
leaf_count=393 76 77 20 32 67 20 22 41 22 32 42 43 24 20 24 34 21 29 3014 21 27 33 82 25 21 23 32 127 63 69
internal_value=0 0.00270413 -0.00084349 0.0269867 -0.000180327 -0.032598 5.51481e-07 0.000979894 0.000204224 -0.000414999 0.0187411 -6.38714e-05 -0.0271361 0.000412123 0.0188499 0.030261 -0.000191709 -0.028696 0.000268493 -0.000420517 -0.00135622 -0.0302826 0.000722328 -0.00144421 -0.0300995 -0.0547391 0.00144646 0.0131094 -0.00861595 -0.00415781
internal_weight=0 1088 3488 109 3412 40 979 957 3372 3263 109 3241 56 3185 101 77 3084 49 3035 916 895 60 835 753 69 44 684 222 95 462
internal_count=4576 1088 3488 109 3412 40 979 957 3372 3263 109 3241 56 3185 101 77 3084 49 3035 916 895 60 835 753 69 44 684 222 95 462
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=0 0 18 0 0 20 9 9 10 18 2 18 0 0 5 26 2 20 0 2 10 14 23 6 18 4 4 19 0 5
split_gain=1.03939 5.23683 5.24993 7.76064 4.90752 7.66167 4.39827 14.2526 6.86443 8.8743 5.46675 4.44825 5.84828 5.20977 4.70736 3.97709 3.2695 2.8148 7.25963 8.16604 6.29784 9.6853 6.16556 6.15676 6.44738 5.10031 5.0878 5.06281 7.67529 4.85563
threshold=339.16159420289858 346.40154212137344 1.2470492762540466 342.45377846790899 333.23315911091555 2.3879572121848049 295.37236331858657 310.51692460094955 198.67837694041063 1.4336644694747724 377.72016136370132 1.1999670972043748 143.51039105191259 182.78260869565221 151.56550773796906 1.5000000000000002 871.52976039217958 2.2212873275191911 179.67411924119241 490.47147937872631 128.6308780137494 0.0056741503512883025 0.65395765272318684 222.80062994183172 1.5986048634723116 385.43965417068279 488.05563891164076 1.2362175016665931 287.90218859724592 146.20013468013471
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 -4 6 -6 8 -8 16 10 -10 -9 14 -14 -13 -15 17 -1 19 23 21 22 -20 24 -19 29 -27 28 -23 -22
right_child=1 -3 3 -5 5 -7 7 11 9 -11 -12 12 13 15 -16 -17 -18 18 20 -21 25 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0025964394612636547 -0.059758825705697141 -0.00048935080515631342 0.040096867959946395 -0.045972183880142195 0.07702248597686942 0.00036188120793667622 -0.082944221813231717 -0.034953185470422379 0.028177214963805111 -0.0058557949282906276 0.10122917819768192 0.004429373666644097 0.057308226565576416 -0.0051860478138060946 -0.063359153999148737 0.038306885950819214 -0.035908774318902388 -0.021240135269406126 0.098990330157371673 -0.061469015511481664 0.021602366798940828 0.0065276503346968391 0.033430391806177795 0.047869185805320742 0.0088920775734420334 0.067548544034361835 0.0019870337840482786 -0.018121646779278914 0.065163860515211572 -0.023681673675011367
leaf_weight=654 30 2756 20 22 22 32 25 37 21 33 20 20 22 95 21 27 23 123 26 23 34 69 32 25 168 20 29 36 33 78
leaf_count=654 30 2756 20 22 22 32 25 37 21 33 20 20 22 95 21 27 23 123 26 23 34 69 32 25 168 20 29 36 33 78
internal_value=0 -0.00118489 -0.0278085 -0.00498692 0.00191697 0.031594 0.000970951 -0.0113621 0.00307618 0.0327441 0.0638123 -0.00330104 0.00302939 0.0125166 -0.0302916 0.00443944 0.00147718 0.00211412 0.00654043 -0.00394019 0.0164926 0.0285304 0.0628193 0.000247032 -0.00384422 0.00183792 0.0287468 0.0141191 0.0254982 -0.00993473
internal_weight=0 2828 72 42 1748 54 1694 247 1447 74 41 222 185 144 41 122 1373 1350 696 339 357 196 58 316 291 161 49 138 102 112
internal_count=4576 2828 72 42 1748 54 1694 247 1447 74 41 222 185 144 41 122 1373 1350 696 339 357 196 58 316 291 161 49 138 102 112
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=3 7 20 10 20 7 16 4 10 10 16 25 2 18 3 24 22 15 23 22 24 10 19 2 23 19 1 10 10 29
split_gain=0.96663 3.64248 5.70862 3.55461 3.03107 6.04414 2.64401 3.79553 2.55188 3.61225 8.38138 7.25225 2.53937 5.07898 2.38939 10.3535 13.0249 6.06825 4.57812 6.47129 9.25689 6.28072 4.4637 14.1765 16.7247 6.53546 11.643 6.13746 8.86825 7.9259
threshold=259.78860296121962 198.00808625818954 1.6795368456732505 114.14645339878534 5.7113049819841244 330.62552886377983 327.80000000000007 268.20547945205482 54.408131502347189 69.736401654845565 478.35000000000008 0.27606914374494479 307.90837911063602 1.6336978639766044 390.51795356444859 0.54531846863626632 0.23066397593572296 1185.1999999999998 1.0000000180025095e-35 -0.0489224980439723 0.064113380687194091 177.14468302658489 0.91257150666709264 614.78378349303728 0.020710906583504836 0.94567643121174738 760.10055963498974 249.673765585203 192.81574381690663 95.000000000000014
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 -4 5 6 -1 -8 -3 10 11 -10 13 -11 15 16 17 18 19 21 -21 -14 23 24 -16 26 -24 28 29 -25
right_child=1 8 3 -5 -6 -7 7 -9 9 12 -12 -13 14 -15 22 -17 -18 -19 -20 20 -22 -23 25 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00091959717496657494 -0.053461181372404104 0.028925754850109422 0.010888725904492188 -0.038853448864538224 -0.034125954657793049 0.050831211220335085 0.049949985190674118 -0.0075262780115008358 -0.096390238609164958 -0.056652481440940629 0.010529439532902182 -0.011230077724903823 -0.0091807812807563043 0.0084616280943155299 -0.017075336098464001 -0.064194700061343618 0.084433130945333029 0.050288346660291333 -0.014739322001749482 0.011440045302206617 0.072808352438732987 0.033470802294046045 0.055272635607117863 0.055037204318103342 -0.13112845820258373 -0.000511070260011103 -0.024190254323184491 0.031654520911852953 -0.072005057781934736 -0.017555441201295496
leaf_weight=641 33 30 51 20 21 27 27 20 20 23 41 20 194 25 36 20 22 29 110 106 32 42 54 21 20 2744 28 46 20 53
leaf_count=641 33 30 51 20 21 27 27 20 20 23 41 20 194 25 36 20 22 29 110 106 32 42 54 21 20 2744 28 46 20 53
internal_value=0 -0.000636298 -0.0190958 -0.00312315 0.00331981 0.00441962 0.00259824 0.025492 -0.000122436 -0.00035758 -0.0212432 -0.0538102 0.000109105 -0.0227389 0.000415704 0.00644664 0.00908744 0.00585624 0.00319399 0.00846849 0.0256704 -0.00159025 -0.000691897 -0.0152854 -0.0578086 0.000320247 0.028139 0.00172393 -0.012923 0.00304517
internal_weight=0 3840 104 71 736 715 688 47 3736 3706 81 40 3625 48 3577 555 535 513 484 374 138 236 3022 196 56 2826 82 140 94 74
internal_count=4576 3840 104 71 736 715 688 47 3736 3706 81 40 3625 48 3577 555 535 513 484 374 138 236 3022 196 56 2826 82 140 94 74
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
AOT_mean=271
green_blue_ratio=248
WVP_mean=238
percent_water=235
NDVI_B04=235
B01_mean=225
B12_mean=217
red_blue_ratio=211
green5th_blue_ratio=201
green_red_ratio=189
green95th_blue_ratio=184
B09_mean=179
green95th=179
NDVI_B07=174
B11_mean=169
green5th=165
NDVI_B05=157
B03_mean=151
days_before_sample=149
B05_mean=146
B08_mean=146
NDVI_B06=139
B04_mean=138
AOT_range=128
land_cover=123
B8A_mean=109
month=109
B07_mean=105
B02_mean=100
B06_mean=80

parameters:
[boosting: gbdt]
[objective: regression]
[metric: rmse]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100000]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 11671]
[feature_fraction: 0.6]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 14697]
[extra_trees: 0]
[extra_seed: 5026]
[early_stopping_round: 100]
[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: 14909]
[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: 169]
[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: 28222]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
