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=2643 2774 2777 2783 2777 2793 2788 2803 2796 2762 2801 2784 2762 2788 2798 2772 2781 2797 2791 2788 2778 2806 2787 2786 2779 2804 2770 2785 2816 2793 2774 2779 2774 2788 2775 2768 2786 2772 2809 2781 2794 2782 2781 2807 2794 2778 2793 2767 2799 2794 2808 2750 2818 2790 2761 2787 2783 2772 2806 2789 2779 2799 2782 2780 2753 2784 2784 2791 2784 2777 2774 2767 2792 2740 2768 2770 2797 2785 2776 2755 2785 2770 2762 2776 2759 2790 2782 2772 2772 2765 2764 2781 2772 2775 2792 2770 2775 2786 2780 2764 2798 2773 2786 2774 2785 2817 2799 2780 2790 2779 2797 2789 2783 2789 2773 2775 2782 2774 2791 2802 2760 2814 2771 2775 2787 2760 2776 2760 2789 2789 2796 2791 2773 2782 2778 2798 2769 2805 2757 2784 2755 2770 2793 2759 2800 2795 2790 2759 2771 2767 2794 2812 2794 2768 2779 2801 2790 2773 2772 2782 2772 2797 2750 2771 2770 2795 2778 2791 2766 2801 2776 2782 2771 2782 2790 2781 2782 2777 2770 2793 2770 2763 2780 2798 2769 2778 2770 2764 2770 2789 2769 2763 2779 2792 2805 2788 2780 2785 2754 2805 2777 2783 2807 2781 2800 2787 2813 2781 2809 2789 2775 2795 2772 2764 2759 2781 2784 2774 2775 2776 2802 2787 2788 2814 2767 2785 2803 2782 2757 2781 2788 2783 2798 2823 2778 2776 2822 2790 2764 2769 2770 2786 2787 2794 2797 2802 2786 2782 2787 2784 2798 2773 2784 2861 2810 2756 2809 2758 2795 2813 2798 2784 2750 2809 2819 2797 2767 2823 2777 2790 2802 2789 2774 2782 2778 2772

Tree=0
num_leaves=31
num_cat=0
split_feature=29 18 29 13 18 12 19 8 26 25 16 19 26 18 25 25 25 12 24 15 23 12 2 13 21 13 12 12 0 3
split_gain=9021.57 1922.61 1297.32 999.193 749.146 439.335 366.637 246.061 364.763 298.466 213.025 192.817 188.069 178.158 261.32 172.63 157.159 156.399 140.125 139.83 149.025 137.305 130.529 128.913 119.23 109.411 107.566 105.411 100.634 97.5463
threshold=20.500000000000004 0.98912642927374528 105.00000000000001 65.963507907700304 1.2011470030115092 2263.54183467742 0.9386608389407507 407.12084558871175 1.5000000000000002 0.71120144128813112 475.52500000000003 1.3642788369153391 1.5000000000000002 1.1837427736521038 0.30850819969179449 -0.031678170416033928 0.72357430061816641 412.87457682760925 0.45017409913736611 3627.7500000000005 -0.028227499095742865 930.05675680506295 1208.5476298066781 69.146711120288998 0.3789169868156948 64.998499624906245 2723.587961245004 3511.4287454469554 368.43678020292981 166.04216637610466
decision_type=2 2 2 2 2 2 2 2 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 12 6 16 19 13 10 17 11 -10 -3 18 -2 14 -1 -8 25 -6 -9 20 -5 -17 23 -23 -7 -4 -25 29 -11 -19
right_child=1 2 3 4 7 24 15 8 9 28 -12 -13 -14 -15 -16 21 -18 27 -20 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=11.110715567131328 10.320599527589213 10.678612001893271 10.711804179569107 10.732057905711407 10.532097237697839 10.608566714185663 10.72364192224604 10.924206289037798 10.822744692564829 10.521708791823944 10.937750554121296 11.065484763869998 10.581595623596034 11.114312247584527 10.67704384842814 10.513357492515148 10.509734819491394 10.60957860032863 10.719133198736728 10.928725889468097 10.635437385478781 10.697533363739062 10.527808720446926 10.560746238884152 10.917171886703967 10.535233835455715 10.665970249470686 10.538584862263759 10.755862998373757 10.785269963736694
leaf_weight=33 169 170 94 237 31 21 82 148 352 50 39 77 33 522 24 285 195 34 43 21 489 151 222 334 31 56 137 20 29 448
leaf_count=33 169 170 94 237 31 21 82 148 352 50 39 77 33 522 24 285 195 34 43 21 489 151 222 334 31 56 137 20 29 448
internal_value=10.7199 10.6637 10.68 10.726 10.7534 11.071 10.6047 10.8013 10.8403 10.7833 10.727 10.9319 10.3632 11.096 10.9281 10.5835 10.5689 10.7501 10.878 10.6743 10.667 10.5734 10.5936 10.6171 10.7925 10.6459 10.5914 10.7635 10.6077 10.7729
internal_weight=0 3946 3744 2324 1979 631 1420 1232 699 431 209 268 202 579 57 1211 345 533 191 747 726 1129 844 622 52 150 471 502 79 482
internal_count=4577 3946 3744 2324 1979 631 1420 1232 699 431 209 268 202 579 57 1211 345 533 191 747 726 1129 844 622 52 150 471 502 79 482
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=29 18 29 23 27 10 18 7 18 7 25 1 27 9 27 27 10 16 1 29 29 7 4 26 19 10 1 25 7 10
split_gain=7307.47 1557.31 1050.83 592.516 474.415 422.749 343.332 345.989 317.679 283.518 270.982 253.954 226.473 206.829 199.368 190.032 165.626 142.246 139.673 120.936 114.687 110.548 104.269 96.7514 96.0933 95.8482 98.8048 102.161 91.9702 90.0757
threshold=20.500000000000004 0.98912642927374528 105.00000000000001 0.57718174395624877 5.5000000000000009 241.79051569515136 1.1979621245784078 383.11576618860909 1.1837427736521038 2033.0737001064688 0.30850819969179449 625.37263021489468 5.5000000000000009 224.42187500000003 5.5000000000000009 5.5000000000000009 477.78668064024396 152.50000000000003 1045.3327916166952 50.000000000000007 125.00000000000001 289.13147439239668 340.21868840761613 1.5000000000000002 0.81390182336816419 56.135479570107357 334.90441819135111 -0.017601299828609536 421.22352109729258 141.23214285714289
decision_type=2 2 2 2 2 2 2 2 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 15 4 6 -3 13 14 12 10 17 -1 -9 21 29 28 -2 -13 -6 -12 -19 -14 -8 -15 -16 -22 -26 -27 -28 -4 -5
right_child=1 2 3 5 9 -7 7 11 -10 -11 18 16 20 22 23 -17 -18 19 -20 -21 24 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.32565345340653473 -0.45714217143900254 -0.18575695617245058 -0.32393891463677088 -0.061403807278776125 -0.12041795362218671 0.22844361811876299 -0.13868581654275197 0.17967252869308348 0.34320765544609588 -0.18084009331318418 -0.21694149882955985 -0.01663604115489228 0.24608819595089668 -0.19454487768201695 0.081462116897949632 -0.25189274869331008 0.22040070802778811 0.14817404473821325 0.14361169167927332 -0.027602682774400585 -0.045695692977398381 0.093512756697833543 -0.024111713256154743 -0.026932870356118695 -0.063199812935081201 0.1251019553338362 0.069584013343478246 -0.085741815954778283 -0.10362129986286164 0.14138856616157752
leaf_weight=38 68 471 24 139 164 38 114 318 550 168 22 145 27 247 106 134 37 42 21 575 117 25 42 369 59 192 150 59 90 26
leaf_count=38 68 471 24 139 164 38 114 318 550 168 22 145 27 247 106 134 37 42 21 575 117 25 42 369 59 192 150 59 90 26
internal_value=0 -0.0505277 -0.0359356 0.00547615 -0.103711 -0.0919582 0.031643 0.061443 0.315978 -0.0629904 0.131086 0.125757 0.0181632 -0.118776 -0.0312457 -0.320987 0.0315527 -0.0376399 -0.0408574 -0.0156373 0.0446484 -0.0969235 -0.169776 -0.00274367 0.0352222 0.0558035 0.0733127 0.0257361 -0.150004 -0.0294486
internal_weight=0 3946 3744 2324 1420 492 1832 1243 631 949 81 500 743 454 589 202 182 781 43 617 604 139 289 475 577 460 401 209 114 165
internal_count=4577 3946 3744 2324 1420 492 1832 1243 631 949 81 500 743 454 589 202 182 781 43 617 604 139 289 475 577 460 401 209 114 165
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=29 14 14 18 6 29 18 14 10 10 15 16 15 23 23 23 10 6 4 8 26 14 19 19 18 7 29 29 26 16
split_gain=5919.05 1547.2 1058.36 291.926 356.149 280.739 274.318 218 427.647 175.121 167.22 158.337 148.733 137.366 135.372 117.883 111.152 106.072 105.674 99.511 98.4304 92.6568 85.7144 82.964 94.4321 82.0703 80.8019 201.257 104.426 104.133
threshold=20.500000000000004 0.86229221274204793 0.0049092741667398016 1.1979621245784078 346.94274679419561 95.000000000000014 1.2631420719693767 0.00083682340250015874 241.79051569515136 189.33210017074563 1327.2000000000005 191.50000000000003 437.50000000000006 0.37918386991402236 -0.22923696161844137 0.66657212590122972 227.71849624060152 306.31552967659849 340.21868840761613 584.3330759661992 7.5000000000000009 0.10500220699972057 1.2266334425995611 1.202672224618287 1.2323647025588722 2844.3362501985462 95.000000000000014 200.00000000000003 3.5000000000000004 181.50000000000003
decision_type=2 2 2 2 2 2 2 2 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 5 11 12 13 9 8 18 22 -9 -4 14 -2 -5 -10 17 26 -7 -18 -19 -16 -1 25 -25 -15 -14 29 -29 -28
right_child=1 -3 3 4 -6 7 -8 10 15 -11 -12 -13 16 23 21 -17 19 20 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.098832794527212775 -0.24648956887978168 -0.33528246805071832 -0.13324840950791714 0.0091595039054079615 0.096753148108120149 -0.1666181124300814 0.32831143645113614 0.24529097902363747 0.050187355863551303 0.23914471494705503 -0.011658809638582171 -0.020607400631127273 -0.022401023930352596 -0.06465295578891854 -0.017182239608632195 0.36361308872699738 0.0033433460053943452 -0.021907804640970793 -0.047954205927603383 0.29358826635612384 -0.23217261717204127 -0.1916743739329754 0.17430315010249617 -0.22711875419229713 -0.10967801493027114 -0.21859261876471889 0.29704279059018845 -0.034813373486012822 0.084347527576053252 0.095585433635860695
leaf_weight=27 121 176 154 122 552 284 437 29 30 147 200 658 234 223 45 20 21 79 102 27 31 94 20 134 140 41 39 198 117 75
leaf_count=27 121 176 154 122 552 284 437 29 30 147 200 658 234 223 45 20 21 79 102 27 31 94 20 134 140 41 39 198 117 75
internal_value=0 -0.0454749 -0.0319454 0.00703641 0.0313898 -0.103962 0.28438 -0.0581223 -0.099617 0.185422 0.0208807 -0.0419704 -0.00195634 -0.150218 -0.0677132 0.175558 0.0189481 0.00977915 -0.135261 0.166606 -0.0811643 -0.135184 0.0173953 -0.128566 -0.167113 -0.0885603 0.0248678 0.0506508 0.00944639 0.164505
internal_weight=0 3946 3770 2446 1634 1324 631 665 436 194 229 812 1082 659 261 50 821 773 386 48 110 139 47 538 274 264 663 429 315 114
internal_count=4577 3946 3770 2446 1634 1324 631 665 436 194 229 812 1082 659 261 50 821 773 386 48 110 139 47 538 274 264 663 429 315 114
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=29 14 14 12 18 12 13 29 26 4 4 18 25 16 23 26 27 17 13 13 14 17 27 14 13 12 20 10 1 12
split_gain=4794.43 1253.24 857.273 313.576 346.927 299.062 289.44 348.689 222.841 192.21 179.682 136.13 173.863 116.948 105.462 103.608 99.598 168.736 145.612 126.562 99.4743 128.471 99.3462 88.6294 80.3236 102.281 78.263 82.2462 77.2088 76.7381
threshold=20.500000000000004 0.86229221274204793 0.0049092741667398016 588.97251539127296 1.1979621245784078 2671.4611245834922 71.861091623154635 105.00000000000001 1.0000000180025095e-35 542.10924059780712 184.97916666666671 1.1837427736521038 0.30850819969179449 191.50000000000003 0.50458444233761035 1.0000000180025095e-35 6.5000000000000009 1.0660720864972808 212.39175633619439 71.861091623154635 0.00031009786424980465 1.0850391529236083 5.5000000000000009 0.3542158710455246 93.000298210735608 2110.8735847421572 1.7639824779197451 57.310510206069821 375.75815661824657 1474.5576364565547
decision_type=2 2 2 2 2 2 2 2 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 15 13 11 20 14 -9 16 -10 12 -1 24 -8 -4 17 -6 19 -18 -2 29 -3 -17 -5 -26 27 -21 -28 -22
right_child=1 22 3 4 9 -7 7 8 10 -11 -12 -13 -14 -15 -16 23 18 -19 -20 26 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.29649843994308922 -0.18888096100077853 -0.38996134126508558 0.044972089060196063 -0.044456971531050118 0.22538311000292502 -0.037119684622369031 -0.19945470618644381 0.25989823485865737 0.27257085187094554 0.10354211670796164 -0.028711414784732936 0.28906246524325202 -0.025715514836889327 -0.015843830930707219 -0.086047200592730688 -0.16741349692033097 -0.017114495426390527 -0.052304536744486541 -0.15221876301285295 -0.16631176167478165 -0.10553919541864441 -0.23018142619440632 -0.23776082688686895 -0.017487926612485129 -0.094166888651806266 -0.33975880487622429 0.13904863668549725 0.049975639368683378 0.038911298536493083 0.02920495708007366
leaf_weight=34 291 74 41 79 24 33 123 33 21 435 345 531 33 648 246 154 180 248 36 21 143 62 102 53 43 28 233 108 115 60
leaf_count=34 291 74 41 79 24 33 123 33 21 435 345 531 33 648 246 154 180 248 36 21 143 62 102 53 43 28 233 108 115 60
internal_value=0 -0.0409274 -0.0287509 0.00633277 0.0183597 0.255942 -0.0935655 -0.053783 0.0110155 0.0483543 -0.0114247 0.272115 0.137796 -0.0342623 -0.12385 -0.100261 0.0234768 -0.0278027 0.0436039 0.0543339 -0.148517 -0.104193 -0.301754 -0.129027 -0.11383 -0.19102 0.0812955 0.0147661 0.105957 -0.0657133
internal_weight=0 3946 3770 2446 2198 631 1324 768 399 1400 366 598 67 798 369 248 965 272 693 657 556 265 176 207 150 71 477 129 348 203
internal_count=4577 3946 3770 2446 2198 631 1324 768 399 1400 366 598 67 798 369 248 965 272 693 657 556 265 176 207 150 71 477 129 348 203
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=10 19 19 10 23 27 21 22 26 8 12 19 4 12 12 21 12 19 25 21 19 21 12 10 1 15 26 22 12 8
split_gain=1114.62 740.606 615.818 469.204 374.28 324.067 290.313 285.521 478.578 214.321 174.231 172.595 168.053 146.481 124.945 121.803 126.141 121.709 159.785 120.676 117.09 111.041 104.941 139.246 97.373 108.655 86.2405 85.5996 91.6002 81.722
threshold=179.10382892491472 1.1502363787320318 0.56629930280599539 303.61359539866743 0.7226233615967933 6.5000000000000009 0.30978274727697735 0.39655011836260884 1.0000000180025095e-35 1457.3947177419357 588.97251539127296 0.7595585772714607 193.44131505887933 2447.8813222923977 429.17831676433616 1.0909768728849134 604.81440052237156 1.2757268671130546 -0.031678170416033928 0.70739005004767352 1.2446507841161796 0.4676158834011091 742.15154355110838 545.71875000000011 603.92655092592599 2365.6000000000013 12.500000000000002 0.31354450511030957 1085.1248000450489 1979.5608237547897
decision_type=2 2 2 2 2 2 2 2 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 19 7 5 6 -4 8 -3 11 -10 -2 -7 26 -8 27 -17 18 -16 -1 -12 -19 -13 -24 -22 -26 -5 28 -14 -15
right_child=1 3 4 13 -6 12 14 -9 10 -11 20 22 15 29 17 16 -18 21 -20 -21 24 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.29609840593446013 -0.18273080148194965 0.22944808789066173 0.25928611182249511 0.24532403979142001 -0.11360513415448947 -0.070182005395181477 -0.21417651110677982 -0.13207410906413289 -0.19011548752518925 -0.084736160909473571 -0.031236247661671875 -0.11773953996598721 0.13126063077994016 0.16366414648515207 0.019833914191048182 -0.075172154874437389 0.10494427579028494 0.18592303708471636 -0.13078321855871675 -0.02887333892285824 0.21388383926107335 -0.032472516726371803 0.068635950041973232 -0.039305600596384875 -0.042472050423329737 0.21780158592307053 0.03600744321232751 -0.071178823162032209 0.010402106822584757 -0.095977432839572441
leaf_weight=109 38 159 26 314 449 200 64 66 37 230 113 42 69 27 90 45 286 27 324 20 52 169 546 153 53 23 21 115 688 22
leaf_count=109 38 159 26 314 449 200 64 66 37 230 113 42 69 27 90 45 286 27 324 20 52 169 546 153 53 23 21 115 688 22
internal_value=0 0.0586817 -0.0414996 0.125341 -0.0307242 -0.0130288 -0.0686036 0.0617928 0.0910724 8.25805e-05 0.0119295 0.0251253 0.0146992 0.208582 -0.0812521 0.0288108 0.0804571 -0.067306 -0.0980404 -0.254668 0.0429489 -0.00238741 0.0357846 0.0450093 0.10844 0.036295 0.232203 0.0092065 0.0214183 0.0470904
internal_weight=0 1896 2681 887 2552 2103 700 503 437 1009 278 779 1403 384 674 1203 331 610 414 129 241 196 741 699 128 76 335 872 757 49
internal_count=4577 1896 2681 887 2552 2103 700 503 437 1009 278 779 1403 384 674 1203 331 610 414 129 241 196 741 699 128 76 335 872 757 49
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=18 13 14 26 24 5 14 3 27 12 13 12 26 26 27 28 12 3 5 27 8 21 14 12 1 14 9 18 21 14
split_gain=1206.24 1392.7 711.945 563.564 362.771 234.74 231.739 234.024 215.744 163.457 142.414 220.954 162.629 135.654 119.418 117.406 115.771 114.807 111.469 101.676 101.486 97.5106 96.5066 96.3643 94.1885 93.9831 92.5778 91.9826 91.1775 90.3584
threshold=1.2382339392994115 77.999234393404024 0.86229221274204793 1.0000000180025095e-35 0.011309719342132129 439.45766674827388 0.011092010916825655 1615.0468439139088 6.5000000000000009 3456.1058314933575 65.99474058161222 1001.5137288786483 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 1058.0760346382958 161.44103146842602 129.11006214515885 6.5000000000000009 2939.6868686868693 0.58494285789819211 0.22387494212574358 2110.8735847421572 635.38826227878121 0.00026239050051906552 563.48826702157476 1.2778307437573992 0.6397587881569532 0.019381723816517479
decision_type=2 2 2 2 2 2 2 2 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 10 6 4 22 8 7 -1 18 17 14 12 -12 -8 -2 -7 -15 -10 -5 -13 -9 23 -3 -18 -17 -16 -26 -20 -29 -30
right_child=1 3 -4 5 -6 15 13 20 9 -11 11 19 -14 16 25 24 21 -19 27 -21 -22 -23 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.089891513044353832 -0.15518713405675438 0.098552449711132806 -0.25043110146165587 -0.17351239445796682 0.24648463649000985 0.26865590880474738 0.10412403037771584 0.17608961005850388 -0.11315679219753848 -0.054865681280692413 0.2124301841396552 -0.13208240377124061 -0.012137223046738655 -0.12757443762877407 -0.19367078034116367 0.17540126797607825 0.012617219618987291 0.11615921639203808 -0.11271934556987202 -0.0079636985289328038 -0.023752132009852819 0.020446552878742655 -0.13871425956487657 -0.10815425417671094 -0.019571006018668416 -0.031953858268964089 0.1768318118320571 0.17298486691874426 -0.12809896093039286 0.037846224103122952
leaf_weight=862 169 40 172 42 346 62 104 48 23 75 65 110 64 85 41 117 120 430 57 165 54 521 30 147 72 291 36 37 42 150
leaf_count=862 169 40 172 42 346 62 104 48 23 75 65 110 64 85 41 117 120 430 57 165 54 521 30 147 72 291 36 37 42 150
internal_value=0 0.0475397 -0.0554367 0.104821 0.204482 0.0685486 -0.0381575 -0.0729427 0.042308 0.0818768 -0.0511355 -0.00696014 0.101017 -0.00383509 -0.0867579 0.146813 -0.0166962 0.104516 -0.0213881 -0.0576112 0.070291 -0.00473598 -0.00313328 -0.0538749 0.113239 -0.0519249 0.0458966 0.000951799 0.0292455 0.00154571
internal_weight=0 2464 2113 1559 416 1143 1941 964 856 528 905 404 129 977 501 287 873 453 328 275 102 788 70 267 225 332 108 286 229 192
internal_count=4577 2464 2113 1559 416 1143 1941 964 856 528 905 404 129 977 501 287 873 453 328 275 102 788 70 267 225 332 108 286 229 192
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=29 27 19 13 18 29 16 13 26 18 18 10 26 22 4 9 22 27 24 22 22 17 29 1 19 24 19 13 4 9
split_gain=2984.67 569.034 359.097 331.659 440.503 265.678 333.37 148.75 210.16 132.942 128.838 119.3 113.196 140.979 105.587 104.475 108.757 104.057 100.749 96.9079 91.3244 82.8136 76.4894 90.9325 88.827 72.081 70.0139 69.1283 97.4482 85.1417
threshold=20.500000000000004 5.5000000000000009 0.87660099600998587 71.861091623154635 1.2011470030115092 105.00000000000001 121.12500000000001 82.001156069364171 1.0000000180025095e-35 1.0508749506276318 1.2919454429403789 192.80916331732186 38.500000000000007 0.30288398830049984 527.66729945401096 214.8364086599689 1.0000000180025095e-35 9.5000000000000018 0.018201844704443259 -0.11231306645560162 0.36342607485582656 1.1318204196303487 200.00000000000003 1373.4866076802698 1.0479729476182069 1.0000000180025095e-35 1.2266334425995611 212.39175633619439 113.00462929963048 147.75434500032864
decision_type=2 2 2 2 2 2 2 2 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 -2 20 9 -4 -7 14 -9 25 11 26 13 15 -8 18 -17 21 19 -6 -3 22 23 -11 -24 -5 -1 28 -20 -30
right_child=1 3 5 4 12 6 7 8 -10 17 -12 -13 -14 -15 -16 16 -18 -19 27 -21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.088805823146055146 -0.26631776657844081 -0.049093544908731912 -0.12893914294294836 -0.17213084809482099 0.021828360973852972 0.31108960703547517 -0.13666051797681375 0.22779689760584582 -0.029161841014628206 -0.076255994986831444 0.23734137695806715 0.18179882632538599 -0.17608880252976503 0.23578756139721979 0.020362912393258221 0.043489090138856247 0.14300904117112784 -0.17009395575800609 -0.20196896506981418 0.13479828667171867 -0.13638514180649194 0.028023764451822409 -0.081021076589822771 0.10067102429457009 0.1227667996422811 -0.053297465479155204 0.14309671495271767 -0.15273369496743031 0.094973750253406819 -0.029775507652371282
leaf_weight=30 109 581 469 96 213 28 182 38 196 315 391 187 21 43 56 245 199 43 22 118 151 325 35 32 55 109 23 34 89 142
leaf_count=30 109 581 469 96 213 28 182 38 196 315 391 187 21 43 56 245 199 43 22 118 151 325 35 32 55 109 23 34 89 142
internal_value=0 -0.0322919 -0.0942318 -0.00901046 0.0108968 -0.0748744 -0.0241616 -0.0440494 0.0125665 -0.0370525 0.20194 0.144264 0.0539063 0.0582773 -0.0997138 0.05109 0.0880938 -0.0187442 0.0245047 0.0621016 -0.0671004 -0.0102034 -0.0386332 -0.05994 0.043516 -0.108946 0.0118311 -0.0188562 -0.000864725 0.0182881
internal_weight=0 3946 1078 2868 2136 969 500 472 234 1010 631 240 1126 1105 238 1062 444 805 618 331 732 762 437 347 90 205 53 287 253 231
internal_count=4577 3946 1078 2868 2136 969 500 472 234 1010 631 240 1126 1105 238 1062 444 805 618 331 732 762 437 347 90 205 53 287 253 231
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=29 14 14 13 27 13 29 21 19 26 26 22 22 10 19 26 21 5 14 22 14 14 21 4 0 22 14 21 13 4
split_gain=2417.58 584.544 401.045 169.116 174.679 161.786 206.001 146.45 282.388 125.711 123.068 120.037 93.7773 89.5215 81.336 142.879 74.1191 121.942 75.8902 99.5534 80.7649 78.8845 105.708 72.7286 69.4565 69.1775 67.5201 80.6764 83.0481 66.3546
threshold=20.500000000000004 0.86229221274204793 0.0049092741667398016 83.958833225050611 6.5000000000000009 71.861091623154635 105.00000000000001 0.5881675917003486 1.2343128501407117 7.5000000000000009 1.0000000180025095e-35 0.14581832025903421 -0.29603737744214009 185.98774378242982 1.1034199680694636 1.0000000180025095e-35 1.1141782279371111 256.60880157839784 0.052743698569742044 0.12840364087004108 0.098623023371553667 0.1503044935794636 0.91189857440460298 174.29258862793964 392.03942560237527 0.048848404434010624 0.00031009786424980465 0.6344447648741155 70.0029411764706 343.71688034188043
decision_type=2 2 2 2 2 2 2 2 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 14 26 13 8 29 -9 -8 -12 -11 24 -4 -16 18 -18 19 25 -20 22 -22 -6 -7 -14 -2 28 -28 -5
right_child=1 -3 3 7 23 6 10 9 -10 12 11 -13 16 -15 15 -17 17 -19 20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.18174566947714843 -0.13941654448215032 -0.20719580950046126 -0.15238692718141003 -0.12777469852512391 -0.09073279064463137 -0.15726276545319706 0.19942739167899798 0.067058703445001158 0.21902607357815695 -0.14042471072503501 0.15074931205974684 -0.023647917660005461 -0.082951510112200477 -0.15927424281301192 0.19637888201645443 -0.08360530249774456 -0.067073193691190219 0.17519155807556616 0.12672577165067198 0.063635898886188383 0.015538874133066698 0.02509012823984786 -0.25126455624898275 0.01364175909630827 -0.027190091797890954 -0.30891524150967603 0.0025090026813493651 -0.14285196186780622 -0.18882058963041615 -0.030169307696633042
leaf_weight=631 291 176 134 120 77 52 33 687 38 42 45 321 42 122 21 138 31 63 58 31 33 216 27 502 195 20 142 96 27 166
leaf_count=631 291 176 134 120 77 52 33 687 38 42 45 321 42 122 21 138 31 63 58 31 33 216 27 502 195 20 142 96 27 166
internal_value=0 -0.0290627 -0.0207467 0.00324946 -0.0320776 -0.065078 -0.0353351 0.0228207 -0.0370928 0.0383503 0.0144708 -0.00220564 0.00331902 -0.0891902 -0.0949946 -0.0466263 0.0149068 0.0952957 -0.00279005 -0.0826834 0.0194557 -0.00308657 -0.104523 -0.000238794 -0.0545738 -0.155843 -0.106162 -0.069644 -0.0280584 -0.0711226
internal_weight=0 3946 3770 2446 872 1324 768 1574 324 1250 399 366 563 369 293 159 521 94 427 93 334 276 60 579 247 62 556 265 169 286
internal_count=4577 3946 3770 2446 872 1324 768 1574 324 1250 399 366 563 369 293 159 521 94 427 93 334 276 60 579 247 62 556 265 169 286
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=29 14 29 14 12 10 18 14 12 24 12 16 17 29 12 14 8 16 14 25 17 2 18 2 25 6 16 10 20 18
split_gain=1958.24 473.481 332.705 191.439 174.273 169.504 153.018 122.683 111.933 101.924 123.818 101.26 105.228 79.0269 75.1332 70.3547 109.648 85.6813 101.684 143.412 135.332 102.937 92.7732 88.5387 101.533 86.4592 70.8682 66.8999 63.1269 56.8139
threshold=20.500000000000004 0.86229221274204793 105.00000000000001 0.00026239050051906552 2671.4611245834922 221.03035875522849 1.1247702637759762 0.0046851651411071536 1058.0760346382958 0.39880952101745665 3736.2609587582133 489.25000000000006 1.1688760854400506 125.00000000000001 742.15154355110838 0.47397977394408097 362.18301822949712 84.500000000000014 0.052743698569742044 0.059897201954402519 1.4647661974117432 1199.8328184222498 1.267176104525604 1149.3689986675274 0.025186708501178514 217.35059322123101 539.10000000000014 258.52874763493861 2.508241823862031 1.2919454429403789
decision_type=2 2 2 2 2 2 2 2 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 7 5 29 28 8 9 -5 -2 27 14 -13 -8 -9 16 -15 -18 21 23 -21 22 -19 24 -20 -24 -27 -11 -4 -1
right_child=1 -3 3 6 -6 -7 13 11 -10 10 -12 12 -14 15 -16 -17 17 18 19 20 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.1343252430344879 -0.18737285740757259 -0.18647623010381886 -0.048034440403278096 -0.24105368808463767 -0.060143412502877636 0.14653864525025712 0.13409677357882011 -0.11099861686762709 -0.028898028951019995 -0.076253162751439965 0.08314505274942581 -0.048189173500205199 0.1632533466300139 -0.025734731792107501 -0.026147205055093159 0.086718958240780464 0.18146604597568514 -0.060448589375911854 0.072295866625488925 0.23103418468664857 -0.060540942251682286 0.12608379143905843 -0.047291222846224196 -0.1299450586239497 -0.10052043229628067 0.11070564519460045 -0.022967179037504278 -0.21223781594099145 -0.14602007209041129 0.19875944659422717
leaf_weight=212 89 176 131 27 33 32 67 130 315 500 47 43 52 434 529 158 38 231 265 78 20 59 105 30 39 121 59 39 132 386
leaf_count=212 89 176 131 27 33 32 67 130 315 500 47 43 52 434 529 158 38 231 265 78 20 59 105 30 39 121 59 39 132 386
internal_value=0 -0.0261565 -0.018672 0.00453794 0.163571 -0.0707726 0.0153965 -0.0566948 -0.0456472 -0.0876626 -0.0725188 -0.0289717 0.0675478 0.0276482 -0.0428857 0.0232914 0.0165156 0.0340626 0.0285002 0.0651611 0.171529 0.000956627 -0.0133505 0.0339514 0.0501254 0.0248237 0.0668907 -0.0860925 -0.0972135 0.175917
internal_weight=0 3946 3770 2341 631 295 2046 1429 342 675 586 754 95 1704 659 1637 1479 1045 1007 432 98 575 516 334 304 285 180 539 263 598
internal_count=4577 3946 3770 2341 631 295 2046 1429 342 675 586 754 95 1704 659 1637 1479 1045 1007 432 98 575 516 334 304 285 180 539 263 598
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=29 14 29 14 22 18 14 22 18 21 16 4 18 6 22 14 15 0 2 3 9 8 11 6 14 14 2 18 9 18
split_gain=1586.18 383.52 269.491 155.065 173.71 124.327 99.3731 98.6769 86.3944 157.445 82.0209 90.2334 78.8828 125.492 90.1393 72.282 78.3114 66.2969 110.491 61.7343 58.8281 57.6144 53.0477 69.0391 52.8039 117.912 77.4602 60.2627 57.337 55.2395
threshold=20.500000000000004 0.86229221274204793 105.00000000000001 0.00026239050051906552 0.16668668789888949 1.1174889581797449 0.0046851651411071536 -0.17530553233496723 1.2067817660121587 0.30544186024566966 489.25000000000006 786.77777777777794 1.3660688863301171 219.11686154041996 0.18492769138917489 0.47397977394408097 1289.95 350.95851479839399 1072.2746089060404 925.9562786555399 387.47473739495803 2581.7492668621703 170.06696227265897 175.33642690113183 0.054702313947711682 0.070389869977393466 1199.8328184222498 1.3367051391933968 341.81135922999232 1.2778307437573992
decision_type=2 2 2 2 2 2 2 2 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 6 4 -4 -5 20 15 9 -1 -8 -12 24 22 19 16 -7 -6 -19 -15 -2 -22 23 -14 26 28 29 -27 -26 -9
right_child=1 -3 3 5 17 7 10 12 -10 -11 11 -13 13 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.15347015976905823 -0.067021765193794561 -0.167828607235887 0.20662008300423623 -0.044477379596566842 -0.14501249373529676 -0.02595687470346782 -0.038597150374774875 -0.046964762441614884 0.16449632792927785 0.13090551459569147 0.15928335184271034 -0.035645458148792386 -0.0031566454705839256 0.10016707078946277 0.24089472439478743 0.066656298117666712 -0.22988759266212583 0.15833771559207335 -0.078281689327203488 -0.082639239495620131 -0.21967156846766123 -0.061327258734963835 -0.097002691793299858 0.18935783302978329 0.054916818439960484 0.03791457120246966 0.10138772768289622 -0.098144475122292851 0.27209032754744256 0.041705962806008759
leaf_weight=25 581 176 22 310 111 322 659 262 518 88 47 48 98 242 44 82 20 23 139 20 54 40 42 23 20 340 58 36 31 96
leaf_count=25 581 176 22 310 111 322 659 262 518 88 47 48 98 242 44 82 20 23 139 20 54 40 42 23 20 340 58 36 31 96
internal_value=0 -0.0235408 -0.0168048 0.00408415 -0.0636954 0.0138569 -0.0510253 0.0242737 0.147214 0.0679905 -0.0260745 0.060793 0.0378271 0.070701 0.108454 -0.0176652 -0.0378826 -0.085479 -0.0446876 0.0862124 -0.0788963 -0.152291 -0.000173216 0.033437 0.0195378 0.044241 -0.00581853 0.0248876 0.186924 -0.0231871
internal_weight=0 3946 3770 2341 295 2046 1429 1736 631 113 754 95 1312 469 306 424 342 273 162 262 675 94 163 121 843 427 416 376 51 358
internal_count=4577 3946 3770 2341 295 2046 1429 1736 631 113 754 95 1312 469 306 424 342 273 162 262 675 94 163 121 843 427 416 376 51 358
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=29 27 19 16 4 12 17 29 26 17 19 19 17 9 9 25 14 29 17 4 6 27 6 15 9 19 14 26 7 22
split_gain=1285.82 327.847 200.189 157.094 154.713 130.852 118.721 79.5412 79.9159 77.6587 141.668 85.2362 79.5494 79.0641 68.8551 64.2851 72.2315 64.1961 65.4816 62.9622 68.588 58.2539 55.5735 54.1693 51.2875 49.2587 48.6726 120.49 65.6514 61.5412
threshold=35.000000000000007 5.5000000000000009 0.87660099600998587 116.05000000000003 282.14127260981564 2671.4611245834922 0.91055990502351503 65.000000000000014 6.5000000000000009 1.5845555042462383 0.83104840291424709 1.144051110903709 1.149322834855556 281.0959701212945 237.74088660212436 0.89608353227194437 0.00031009786424980465 200.00000000000003 1.106836586835813 162.08048572125946 311.31976112920739 8.5000000000000018 159.95433721740866 2825.2000000000003 140.9608321722387 0.86056668721085028 0.0045945228280636101 1.0000000180025095e-35 1546.2665994696888 0.19295985228455778
decision_type=2 2 2 2 2 2 2 2 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 15 -1 -6 8 -5 11 24 12 17 14 -13 16 22 23 -19 -18 -21 25 -3 -8 -11 -14 28 -28 -9 -30
right_child=1 4 3 7 6 -7 9 26 -10 10 -12 13 21 -15 -16 -17 19 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.14255020371352509 -0.19678338606149781 -0.24393468692221423 0.16059311772837784 -0.086676876988052071 -0.10570932334056125 -0.061954312009567573 -0.087857851954667193 -0.12751199426399409 -0.24995080483587168 0.054596641608664113 0.1438404067648662 0.033764241781638386 -0.023572904469385262 0.09584973946736966 -0.093880535446107388 0.11991382802908238 -0.075879665114063563 0.056117133381000411 -0.12557937306165698 -0.0028782597030979473 -0.17545790961012245 -0.04302833491741722 -0.075027354060730439 0.039678080246234558 -0.077428608909914542 0.049013275734553309 0.11648929402559859 -0.04485458506125365 0.1145895780266627 -0.057436732102125403
leaf_weight=603 109 22 33 142 80 33 228 138 38 62 128 273 124 186 50 26 191 96 25 569 24 134 170 39 56 380 54 324 23 217
leaf_count=603 109 22 33 142 80 33 228 138 38 62 128 273 124 186 50 26 191 96 25 569 24 134 170 39 56 380 54 324 23 217
internal_value=0 -0.0212924 -0.0682963 -0.0538431 -0.00359409 0.131939 0.0134634 -0.0614034 -0.121146 0.0188164 0.0709779 0.010457 -0.00614052 0.0439129 0.014005 -0.0352746 -0.0394088 -0.0418464 0.0185765 -0.0259461 -0.00986293 0.015574 -0.0943813 -0.069229 -0.00805941 0.0311548 -0.047179 -0.0218055 -0.0725526 -0.0409509
internal_weight=0 3941 1078 969 2863 636 1861 936 180 1781 246 1535 1026 509 323 1002 976 388 121 784 593 638 192 267 118 504 756 378 378 240
internal_count=4577 3941 1078 969 2863 636 1861 936 180 1781 246 1535 1026 509 323 1002 976 388 121 784 593 638 192 267 118 504 756 378 378 240
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=29 27 19 13 18 16 5 18 22 24 16 27 29 13 3 2 18 27 13 23 13 24 27 22 29 29 16 18 22 23
split_gain=1048.48 248.775 162.319 152.172 159.387 127.125 113.754 109.206 83.5297 70.1496 68.9727 66.2769 66.167 62.4531 60.6701 109.378 65.0421 55.6058 65.929 53.6112 55.8909 53.0484 66.8623 62.0128 51.9869 68.6659 66.7437 52.2495 51.5603 55.927
threshold=50.000000000000007 5.5000000000000009 0.87660099600998587 71.861091623154635 1.2049451565767717 116.05000000000003 121.25561233300893 1.2945384331643843 0.17416839838293169 0.67877127036315332 237.95000000000002 4.5000000000000009 65.000000000000014 74.434190573678706 166.04216637610466 348.24176229092285 1.2610443929532933 8.5000000000000018 115.17278698349985 0.76389204028572466 69.833635265700494 0.016421400683485583 8.5000000000000018 0.20716322699386788 105.00000000000001 125.00000000000001 365.07500000000005 1.2631420719693767 -0.16225456398687099 -0.2094901925726563
decision_type=2 2 2 2 2 2 2 2 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 19 10 -4 -1 8 -8 14 17 -10 -7 -12 -6 16 -16 18 -5 20 -3 22 -15 -23 26 -26 27 -17 -27 -30
right_child=1 3 5 4 9 12 7 -9 11 -11 13 -13 -14 21 15 24 -18 -19 -20 -21 -22 23 -24 -25 25 28 -28 -29 29 -31
leaf_value=-0.075233929688411375 -0.17710504545018488 -0.020463818025348628 0.14453380396871857 0.0044896611074020844 -0.084488582375148946 -0.11117897461016857 0.12369709698402363 0.15271135306901348 0.15984098836779595 0.13467121211005681 -0.15529779755268935 -0.025207889445126058 -0.042461106557985427 -0.021508530278817991 -0.0054018028588457547 0.034855953533025015 0.19431977524821248 -0.18857882203477805 -0.11412067465661538 -0.099572492249544481 -0.12490428597911407 0.060615105723711454 -0.2071458731378828 -0.011306031562499834 0.16207862427399961 -0.013625263093704 0.036952803763624746 -0.15203620549291375 0.10595913587844577 0.026250043518407502
leaf_weight=31 109 507 33 106 45 172 138 413 24 67 27 100 756 255 22 21 63 33 84 143 57 208 21 283 40 213 73 52 116 365
leaf_count=31 109 507 33 106 45 172 138 413 24 67 27 100 756 255 22 21 63 33 84 143 57 208 21 283 40 213 73 52 116 365
internal_value=0 -0.02044 -0.0614563 -0.00477148 0.00877204 -0.048339 0.112072 0.120675 0.070174 0.0355816 -0.0196193 0.010608 -0.0551976 -0.00581794 0.0290084 0.034301 0.142627 -0.0687593 -0.0479486 -0.0448848 -0.031019 -0.000555937 -0.0356331 0.0191616 0.0238377 0.0346778 -0.03066 -0.0982727 0.0273348 0.045473
internal_weight=0 3871 1070 2801 2094 961 706 675 262 1077 1017 124 928 794 1010 965 85 223 190 707 564 767 276 491 880 734 146 73 694 481
internal_count=4577 3871 1070 2801 2094 961 706 675 262 1077 1017 124 928 794 1010 965 85 223 190 707 564 767 276 491 880 734 146 73 694 481
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=18 13 14 7 5 20 14 10 2 13 19 10 14 6 3 18 13 3 18 15 19 3 15 10 13 27 9 9 6 14
split_gain=325.667 366.448 207.175 146.922 119.189 105.308 102.696 108.147 102.004 86.7406 70.0002 68.9335 69.577 64.33 74.3417 71.1168 78.2238 63.5264 62.9573 64.5348 60.23 55.1778 45.9669 66.373 45.6216 45.5362 66.7947 43.5202 83.8929 41.5062
threshold=1.2610443929532933 77.999234393404024 0.86229221274204793 1521.1132920696512 129.11006214515885 2.8983856633783205 0.011092010916825655 874.48980334002442 532.93089244452506 115.17278698349985 1.2266334425995611 260.7585456146831 0.46475837357799826 713.6148655592159 879.50819888535455 1.3570058244343033 214.28032023272567 1615.0468439139088 1.1005445799906444 2057.5500000000006 1.2660618656089417 178.24326300299057 894.37500000000011 297.91633334460499 104.94333427036328 8.5000000000000018 178.03524476312757 153.82709596062321 295.58182248977522 0.00011868802088447124
decision_type=2 2 2 2 2 2 2 2 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 6 4 8 13 7 17 9 -3 -5 12 29 14 15 16 22 -1 27 25 -19 -11 -6 -24 -15 -20 -27 -8 -29 -2
right_child=1 3 -4 10 5 -7 18 -9 -10 21 -12 -13 -14 24 -16 -17 -18 20 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.051353948647174269 -0.17647639829665424 -0.090698488467726213 -0.13099573805035714 -0.029217318218687307 0.055091269340115691 0.10850055605492329 0.020327276356207829 0.18026923970742659 -0.22385050261020664 -0.034106653728164162 0.15571051123001245 0.08611924616875602 0.09269891672018099 0.0022533332556486131 -0.10404066606890411 0.060980047499684643 -0.17050496673641297 -0.026094669271565854 0.02166859164412472 0.13402938010859425 0.13847253426909448 0.15495068425018538 -0.09469585336758686 0.07521621777010816 0.18147759736344524 0.0033056958468959613 -0.17582457070549329 -0.20469087953405346 -0.032272238584785132 -0.036961116806267812
leaf_weight=975 22 58 174 23 119 283 96 22 25 26 186 51 41 20 40 427 26 61 640 46 35 38 67 35 49 68 30 34 166 694
leaf_count=975 22 58 174 23 119 283 96 22 25 26 186 51 41 20 40 427 26 61 640 46 35 38 67 35 49 68 30 34 166 694
internal_value=0 0.0273653 -0.0260011 0.0579222 0.0445797 0.0562201 -0.0175938 -0.0392035 -0.0398328 -0.00212426 0.13536 -0.0264118 -0.0339932 0.0373244 0.0284139 0.0362747 -0.0064345 -0.0437118 0.00427596 0.0191114 0.0339038 0.0781461 0.0128679 -0.0363927 0.129529 0.0119484 -0.0515301 -0.0350178 -0.0615834 -0.0412479
internal_weight=0 2230 2347 1422 1213 1066 2173 1093 147 122 209 808 757 783 714 674 247 1071 1080 784 96 64 221 102 69 738 98 296 200 716
internal_count=4577 2230 2347 1422 1213 1066 2173 1093 147 122 209 808 757 783 714 674 247 1071 1080 784 96 64 221 102 69 738 98 296 200 716
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=29 12 15 19 29 12 19 2 22 22 22 28 4 11 7 2 10 29 11 0 23 6 4 19 29 19 6 12 19 11
split_gain=748.237 160.797 104.492 111.341 95.0401 84.5139 83.2473 72.0224 101.066 66.8562 99.3894 77.777 63.1323 71.9552 105.402 60.2062 69.781 55.7696 97.1442 61.1268 55.4605 55.4101 51.5659 50.329 78.8105 80.4661 70.4193 48.1693 65.2183 47.7816
threshold=50.000000000000007 588.97251539127296 1366.950000000001 0.85081920904613795 105.00000000000001 2263.54183467742 0.90855177878246163 1719.7745773564684 0.16397849579796828 0.059687610766345732 0.44257758241452022 3.5000000000000004 251.52287792854239 195.41285689824926 595.58965416031208 286.55097566062926 115.21627143849626 125.00000000000001 193.67652413232307 157.43754443244953 0.68673965226753031 291.28806703771824 356.59111955923919 0.97791995148383004 200.00000000000003 1.0075622714582748 668.85735751887546 797.60363125622052 1.3804043006472841 439.94367588932812
decision_type=2 2 2 2 2 2 2 2 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 6 3 15 -5 21 -2 12 -9 11 -11 -6 27 20 -15 -3 -17 -8 19 -19 -14 -1 -7 -16 25 -25 -27 -4 -29 -26
right_child=1 2 7 4 9 22 17 8 -10 10 -12 -13 13 14 23 16 -18 18 -20 -21 -22 -23 -24 24 29 26 -28 28 -30 -31
leaf_value=0.068943321062520213 -0.16012722786473133 -0.10279661084958676 -0.21090123990628251 -0.021250896253807491 0.07592703622223726 -0.1351731217720292 -0.095121398247425729 0.22023754553455444 -0.040642128918658607 0.10796142387952584 -0.086979165536661948 0.0039625924690124843 0.094453715324634702 -0.2633886044472456 0.039501122112075487 0.016333767244807229 -0.063273621691361623 0.0037622568467141765 0.11806436154459204 -0.11370724564395757 -0.011526554879956236 0.12977933014262444 0.047993487704033944 -0.24147077656605026 -0.079166844874047321 -0.022935883813256636 -0.096843722360698811 -0.07752786550755851 0.098072739334716275 0.076411333704003839
leaf_weight=243 87 101 24 404 201 22 169 27 33 204 30 594 80 20 90 260 191 95 42 83 129 390 51 22 26 401 190 263 23 82
leaf_count=243 87 101 24 404 201 22 169 27 33 204 30 594 80 20 90 260 191 95 42 83 129 390 51 22 26 401 190 263 23 82
internal_value=0 -0.0172671 -0.0096356 0.00515041 0.0198496 0.0946757 -0.0716978 -0.0304514 0.0767537 0.0359863 0.082969 0.0221574 -0.035216 -0.0234095 -0.0366008 -0.0330089 -0.0173802 -0.0519206 -0.0187345 -0.0510128 0.0290401 0.106425 -0.00720741 -0.031008 -0.0398094 -0.0536867 -0.0466964 -0.0748251 -0.0634061 0.0389573
internal_weight=0 3871 3395 1985 1433 706 476 1410 60 1029 234 795 1350 1040 831 552 451 389 220 178 209 633 73 811 721 613 591 310 286 108
internal_count=4577 3871 3395 1985 1433 706 476 1410 60 1029 234 795 1350 1040 831 552 451 389 220 178 209 633 73 811 721 613 591 310 286 108
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=18 13 22 14 22 17 13 26 14 10 10 19 28 3 27 14 27 19 27 14 20 11 14 18 27 19 18 10 25 10
split_gain=226.838 255.899 229.282 138.485 146.035 122.396 88.6564 77.2841 100.038 77.984 65.672 64.5061 65.7175 55.7658 56.1506 73.4436 53.7199 81.5327 52.7303 70.5687 52.6542 52.0003 79.3947 50.2187 75.5126 53.3537 48.46 54.6409 60.2147 46.47
threshold=1.2656842023696258 77.999234393404024 -0.010090125683903257 0.86229221274204793 0.17697121715656308 1.0206852820540309 82.127694742394951 1.0000000180025095e-35 0.040845971956336782 110.54817279149826 114.75657894736842 1.1898294050758609 5.5000000000000009 879.50819888535455 9.5000000000000018 0.019081779053084651 6.5000000000000009 0.8886416361488062 6.5000000000000009 0.26917091652564645 2.6416919552325777 190.68960501823832 0.44031962019833321 1.4509270175360445 8.5000000000000018 0.80865695883776223 1.0824217298827867 82.155869571205884 -0.024603759953786327 121.301592330297
decision_type=2 2 2 2 2 2 2 2 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 13 4 5 -1 18 -4 11 -10 -6 -9 -13 14 15 -3 17 -17 19 -7 29 22 -2 24 -18 -25 27 -8 -29 -12
right_child=1 2 7 -5 10 6 26 8 9 -11 20 12 -14 -15 -16 16 23 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.095755233308112864 -0.05409038003546579 -0.14097115549224395 0.12724452465855488 -0.10725504654705867 0.01132145881766408 -0.17155687274891096 0.10021744880470491 -0.034840997443017031 0.0087984364014118913 0.18066870969616705 -0.11153792771377734 0.12054818151145295 0.017965139896535365 -0.12262580406033632 -0.096404911941952179 -0.14950224914971519 0.065504383495965296 0.017363918266784382 -0.010991808258053237 -0.00049269613074628938 -0.085999539442914164 0.0096401583321673416 0.10028015027896293 -0.020648586692718362 -0.09012085453776475 0.14083921431253354 0.026436277687247375 -0.21464841764730713 -0.030049659375712946 -0.025057335182431598
leaf_weight=149 447 27 281 174 205 66 21 99 36 99 70 106 152 33 45 34 107 211 116 38 296 315 36 26 44 96 604 24 67 553
leaf_count=149 447 27 281 174 205 66 21 99 36 99 70 106 152 33 45 34 107 211 116 38 296 315 36 26 44 96 604 24 67 553
internal_value=0 0.0232012 0.0490223 -0.0213611 -0.0145954 0.0115744 -0.00182621 0.0854052 0.0615091 0.134837 -0.0398571 0.0337803 0.0601117 0.00387957 0.0109553 0.0198199 0.0282009 -0.00579302 -0.0573478 -0.109053 -0.0512734 -0.0219695 -0.0425845 0.0587083 0.0201566 0.106424 0.0152335 -0.0451815 -0.078735 -0.0347743
internal_weight=0 2194 1396 2383 2209 1085 936 773 492 135 1124 357 258 623 590 545 518 245 220 104 919 798 483 273 151 122 716 112 91 623
internal_count=4577 2194 1396 2383 2209 1085 936 773 492 135 1124 357 258 623 590 545 518 245 220 104 919 798 483 273 151 122 716 112 91 623
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=29 27 19 29 14 19 26 23 27 1 10 14 23 19 28 4 4 20 19 6 0 19 20 6 7 1 4 23 19 1
split_gain=527.954 153.605 78.4104 73.7724 67.2483 77.4648 61.132 87.096 79.0589 60.3429 60.8928 58.8227 57.2697 53.3137 49.2632 47.588 46.0677 51.0219 45.9727 44.3206 56.4501 43.932 59.1651 43.6159 42.1009 40.8582 39.1135 37.4267 36.4227 36.489
threshold=50.000000000000007 5.5000000000000009 0.87660099600998587 105.00000000000001 0.00031009786424980465 0.81390182336816419 1.0000000180025095e-35 0.6377881084941337 4.5000000000000009 217.19015008420772 115.21627143849626 0.19283153231721759 0.51179954456528509 1.2691877372271889 3.5000000000000004 205.76669832225392 193.44131505887933 2.529774706846224 1.5799427588438804 171.54747391723922 275.36537050623627 1.2168764548530191 2.0599841247350015 317.06316636775739 270.76315838526779 610.07092043354021 164.6830632381531 -0.25700271412436831 0.91427159235806155 635.38826227878121
decision_type=2 2 2 2 2 2 2 2 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 2 -2 15 16 9 7 8 -5 -6 26 14 -1 -14 -12 -4 -3 -18 19 20 -8 22 -21 -24 -23 -26 -11 28 -7 -30
right_child=1 4 3 6 5 27 18 -9 -10 10 11 -13 13 -15 -16 -17 17 -19 -20 21 -22 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.094445929140321558 -0.12711312483073375 0.044264623479774369 -0.20667959691389748 0.20668328473734304 -0.18195596128129043 0.11909568042687652 -0.040448512422985271 -0.052594127893751987 -0.0048321488251288729 -0.059175605936483903 -0.27700422750342463 -0.030748672328241494 -0.036456655849358192 0.082083738305240503 -0.081078437467416137 -0.059109538295928216 -0.026628747645323886 -0.11163793593343047 -0.12456783328974702 -0.0073584419934405497 0.18876791145991198 -0.099389957523216388 -0.057788216470911792 -0.19950893405729381 0.12235407482921368 -0.01978882512985132 0.03075353575520506 0.0061089287978194039 0.040186260659133131 -0.086664164006710065
leaf_weight=554 109 52 23 43 26 53 21 49 30 66 21 115 73 79 33 438 194 111 46 97 22 23 49 39 42 39 181 1680 244 25
leaf_count=554 109 52 23 43 26 53 21 49 30 66 21 115 73 79 33 438 194 111 46 97 22 23 49 39 42 39 181 1680 244 25
internal_value=0 -0.0145043 -0.046734 -0.0376171 -0.00219241 0.00372958 -0.0110129 0.0505353 0.119759 -0.0341602 -0.024923 -0.0711762 0.0795274 0.0251532 -0.157272 -0.066472 -0.042734 -0.0575665 -0.0308776 -0.0178965 0.076825 -0.03199 -0.0612229 -0.120596 0.0200109 0.0539149 0.00672389 0.0120949 0.0433258 0.0283972
internal_weight=0 3871 1070 961 2801 2444 500 122 73 442 416 169 706 152 54 461 357 305 378 332 43 289 185 88 104 81 247 2002 322 269
internal_count=4577 3871 1070 961 2801 2444 500 122 73 442 416 169 706 152 54 461 357 305 378 332 43 289 185 88 104 81 247 2002 322 269
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=13 19 26 21 27 19 13 15 13 21 25 9 26 9 19 3 13 27 11 13 25 20 26 7 1 2 21 9 20 25
split_gain=148.184 189.397 113.15 113.114 87.1162 109.904 76.2493 74.243 73.2286 71.8179 70.2253 59.8283 59.5916 57.7807 55.9984 53.4135 53.2995 48.7907 62.0835 60.5773 59.6123 57.4738 49.8323 46.5088 49.9587 43.9888 66.3378 43.2107 45.2106 41.0865
threshold=71.993772418189351 1.2660618656089417 1.0000000180025095e-35 0.17608928776059041 6.5000000000000009 0.85081920904613795 75.697798244483664 2145.4999999999977 73.643279876990036 0.5881675917003486 -0.024603759953786327 273.95196684131116 4.5000000000000009 194.18540391174417 1.5799427588438804 274.59286433705853 101.73517698790229 8.5000000000000018 115.06819323252252 214.28032023272567 0.014611903230008183 1.8292932622940727 13.500000000000002 289.13147439239668 792.27253827630443 406.05047849447823 1.0679355026951263 224.42187500000003 2.0156613702445143 0.087522038687537565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 3 -3 -2 5 15 8 14 -7 10 12 13 -6 -8 23 -5 -16 21 -19 20 22 -11 25 -4 -25 -20 -27 28 -15 -1
right_child=1 2 7 4 9 6 11 -9 -10 17 -12 -13 -14 27 16 -17 -18 18 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0015256482720715297 -0.11786346819433498 0.10102887591675934 -0.085010292358470685 -0.073579893973205357 -0.021767890761638511 -0.033653295640983891 0.0082604428820214626 0.10869268715926789 -0.27908435776829721 0.019584140909211355 -0.002088969127674188 0.015846627435535724 -0.22821348965581922 -0.04435876767550196 -0.10762808273945537 -0.23799859917369384 0.060044232927835908 -0.15348434333617872 0.14706042646652176 -0.092778792660287102 0.10287962969588607 0.072911463657888656 -0.15446634836494924 0.055723937917165123 -0.10225990140302615 -0.12656366928713397 0.060924503093828332 -0.045959258890049398 -0.23846050514673284 -0.043804981276671047
leaf_weight=323 82 308 33 62 29 31 153 82 20 471 420 561 27 21 70 29 26 26 21 47 76 354 20 222 22 32 46 138 28 797
leaf_count=323 82 308 33 62 29 31 153 82 20 471 420 561 27 21 70 29 26 26 21 47 76 354 20 222 22 32 46 138 28 797
internal_value=0 0.0102416 0.0542235 -0.00221499 0.00141563 -0.0209836 -0.0109474 0.0225399 -0.129901 0.0163056 -0.0161143 -0.00421421 -0.121304 -0.0373146 0.00360011 -0.125977 -0.0622168 0.0304244 -0.0066452 0.00913091 0.0336938 0.0424664 -0.0104922 0.0264103 0.0414795 0.0185935 -0.0159937 -0.0746032 -0.155274 -0.0316119
internal_weight=0 3457 763 2694 2612 1043 952 455 51 1569 476 901 56 340 373 91 96 1093 268 242 195 825 119 277 244 99 78 187 49 1120
internal_count=4577 3457 763 2694 2612 1043 952 455 51 1569 476 901 56 340 373 91 96 1093 268 242 195 825 119 277 244 99 78 187 49 1120
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=29 27 5 12 18 16 20 14 18 14 19 12 11 7 16 18 10 15 21 18 12 9 18 25 20 19 12 12 27 18
split_gain=381.86 110.096 65.7181 64.8933 53.066 99.829 65.1048 50.5817 63.5614 56.27 55.4327 58.61 66.3757 49.5947 44.9934 42.9437 42.9998 65.838 47.8977 42.7566 41.5298 42.532 55.252 54.8518 41.3794 52.8705 52.6238 41.308 45.1879 60.6652
threshold=50.000000000000007 5.5000000000000009 121.25561233300893 336.75214583633777 1.0824217298827867 116.05000000000003 3.8477040362618102 0.00031009786424980465 1.0824217298827867 0.41344029151902534 0.81390182336816419 2311.6775502869959 215.04050786532358 2333.581429317574 419.55000000000013 1.2945384331643843 191.93140956787576 2100.4999999999995 0.32053023193619051 1.2872036137909142 1217.0575667111705 153.82709596062321 0.80231989031177753 -0.059392609963155756 1.3625733979525032 0.99065924507263736 3624.2181274200825 604.81440052237156 6.5000000000000009 1.1626150425870625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 -6 -7 -3 20 10 11 12 -10 24 -11 16 17 -4 -18 -13 -9 22 -22 -23 -12 -26 27 -27 -29 -30
right_child=1 7 15 4 5 6 -8 8 9 14 13 19 -14 -15 -16 -17 18 -19 -20 -21 21 23 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.074732791271901897 -0.1397799655485929 -0.037072601936058422 -0.15496913135051726 -0.11568418958619849 0.16998062038421632 -0.02826927698588079 -0.19867940661699879 -0.1775505740614608 -0.048518022923515397 0.11632553778588772 -0.11743513583563842 0.05982043977710419 -0.22571253786826959 0.1496327297091484 0.024571577529278327 0.094262923730890208 -0.039416145035730946 0.049105196996310427 0.089802598484657103 -0.070028992794409758 -0.072888793051242837 -0.2090579979121685 0.076417846435352293 -0.038122668168668661 0.03897625414812958 -0.044763266662401817 -0.063618159684978554 -0.028212780484568274 -0.051127513042754605 0.036784996579936634
leaf_weight=31 61 357 25 73 25 888 23 20 78 80 26 64 29 25 161 413 35 43 159 42 39 21 68 177 447 140 122 201 90 614
leaf_count=31 61 357 25 73 25 888 23 20 78 80 26 64 29 25 161 413 35 43 159 42 39 21 68 177 447 140 122 201 90 614
internal_value=0 -0.0123354 0.0676349 -0.0396213 -0.0335661 -0.0271616 -0.0325716 -0.00191198 0.003224 0.00953971 0.00370212 -0.0443323 -0.0965427 0.00984706 0.0550293 0.0741732 0.0425051 -0.0259221 0.0664899 0.00837066 -0.0379544 -0.0288006 0.0219977 -0.0562522 0.00771618 0.00973225 -0.00146918 0.00578649 0.0136063 0.0255462
internal_weight=0 3871 706 1070 1009 936 911 2801 2444 2119 1878 213 107 1665 241 675 262 68 194 106 325 305 107 198 1640 1614 1167 1045 905 704
internal_count=4577 3871 706 1070 1009 936 911 2801 2444 2119 1878 213 107 1665 241 675 262 68 194 106 325 305 107 198 1640 1614 1167 1045 905 704
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=13 19 14 14 16 13 10 15 21 12 28 28 25 14 21 14 21 19 13 13 1 11 1 10 12 13 13 28 16 21
split_gain=108.673 130.132 91.1105 66.0876 102.07 65.2366 64.771 56.1518 53.1481 70.3979 58.4818 57.5255 62.7932 52.5552 50.7091 47.4461 47.3757 87.7524 63.0415 46.7047 44.5215 44.4896 49.1354 48.4031 43.7368 64.4737 44.639 43.7587 39.3722 37.7411
threshold=71.993772418189351 1.2660618656089417 0.86229221274204793 0.011092010916825655 154.05000000000004 82.001156069364171 136.68181818181822 381.50000000000006 0.549106766693649 1805.5354948648312 13.500000000000002 5.5000000000000009 0.012895894799613497 0.00031009786424980465 0.45704442188968997 7.0867119265970686e-05 0.58494285789819211 1.0718472507234851 203.99797318366078 70.572705255965602 648.88073796337756 292.59846436340234 591.08829906859671 295.99610606372323 1881.0428186966258 115.17278698349985 82.025346877314945 7.5000000000000009 365.07500000000005 0.45940946086892248
decision_type=2 2 2 2 2 2 2 2 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 4 6 8 -2 -3 -5 10 11 12 -10 29 -9 -16 17 20 -19 -15 -7 -17 -23 -24 25 27 -26 -6 -21 -1
right_child=1 7 -4 5 24 16 -8 14 9 -11 -12 -13 -14 19 15 21 -18 18 -20 28 -22 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.11431784842585779 -0.034643999551949294 -0.096409604698419582 -0.075480515151551575 0.054634530041015372 -0.050234138175065439 -0.092639899624598426 -0.26112542881497314 0.093541930413257396 0.0039964678386847181 0.026044890263371846 0.030527032083935209 -0.22323090499916742 -0.20729285822334617 -0.006515139543649337 0.14701667981488364 -0.0022397979439513107 0.029487271573432391 0.094169947865626047 -0.098247284974370686 -0.045598471044478089 0.0016491703731917788 0.11544614759488747 -0.054587706782907808 0.063826225099219674 0.11357431354976835 0.13874128864532928 -0.03560029031907886 0.055039587702398023 -0.20944184035994115 -0.03830537451896817
leaf_weight=97 23 27 157 53 86 118 28 199 39 66 27 43 22 748 35 259 1251 90 21 55 87 91 53 99 21 41 448 73 20 200
leaf_count=97 23 27 157 53 86 118 28 199 39 66 27 43 22 748 35 259 1251 90 21 55 87 91 53 99 21 41 448 73 20 200
internal_value=0 0.00877061 -0.00155476 0.00302007 -0.0226195 0.0131799 -0.158987 0.0452274 -0.0342587 -0.0581742 -0.100605 -0.134649 -0.0722062 -0.0270714 0.0504233 0.0344446 0.0207483 -0.0138479 0.0577667 -0.0140584 -0.0526245 0.0265959 0.0573302 0.0225372 -0.0122238 0.0269307 -0.0289208 -0.00190092 -0.08929 -0.063131
internal_weight=0 3457 2694 2537 720 1817 51 763 250 197 131 104 61 1120 736 537 1567 316 111 823 205 502 243 152 669 200 469 159 75 297
internal_count=4577 3457 2694 2537 720 1817 51 763 250 197 131 104 61 1120 736 537 1567 316 111 823 205 502 243 152 669 200 469 159 75 297
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=29 12 5 29 13 12 17 13 23 2 18 12 28 26 17 12 23 22 23 13 13 14 22 5 7 28 13 13 18 12
split_gain=270.177 71.5977 51.8967 50.4569 67.5332 126.614 77.1647 78.656 62.0054 57.9351 51.1899 56.5919 50.6038 52.9661 48.1464 46.7904 46.2012 67.4023 49.5955 56.2713 82.4074 59.0418 45.5554 45.1951 41.9307 41.6931 41.2854 65.6287 42.7769 41.2372
threshold=50.000000000000007 588.97251539127296 121.25561233300893 105.00000000000001 82.127694742394951 1525.5828821512364 1.0974473797830346 95.693584725632363 0.41865379509877437 248.79150373520272 1.6135869569489631 2677.8173829046241 9.5000000000000018 1.5000000000000002 1.4449699731812549 1065.2856111888257 -0.38964399409016293 -0.25237751078587717 -0.14460004865184653 117.00128038194445 107.93143167406777 0.040020961354452225 -0.045247780248783738 316.72720488466763 158.25995563814865 9.5000000000000018 111.18823624944731 177.78223118370798 1.3811899545623516 2263.54183467742
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 10 6 7 -6 25 -7 11 12 13 23 29 -14 -11 24 -19 20 -20 -22 -21 -5 -18 26 28 -28 -8 -4
right_child=1 3 14 4 5 9 8 -9 -10 16 -12 -13 15 -15 -16 -17 17 18 19 22 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.06962298959974321 -0.046696582236796812 -0.021888989554870879 0.063528884412267894 -0.055794324681714726 -0.02693909049310066 -0.13162654979210911 -0.070879439314206441 0.16371242929967719 -0.13279633103382021 0.12963735434625831 0.049484004308076868 0.1038171770317214 0.063490548671688893 -0.12550284978975584 0.16911231426522136 -0.034927724169444313 0.0038140586444309781 0.041384221116648051 -0.0039013998096286344 -0.094510367765490502 0.0047193372888224465 0.18889726160661036 -0.013691650582318832 0.10528116136789323 -0.15139749298763017 -0.017298252171124608 0.16889825008475959 -0.033702502222288225 0.10262066045844997 -0.030235965915170374
leaf_weight=31 476 1189 584 135 27 33 30 109 21 28 83 28 64 111 40 197 28 289 205 84 28 46 411 20 46 68 67 21 27 51
leaf_count=31 476 1189 584 135 27 33 30 109 21 28 83 28 64 111 40 197 28 289 205 84 28 46 411 20 46 68 67 21 27 51
internal_value=0 -0.0103759 0.056891 -0.00528349 0.00366662 0.0148274 0.0659597 0.125862 0.0311444 -0.000964768 -0.0237629 -0.034717 -0.0420774 -0.0727723 0.0627012 -0.0107945 0.00273638 -0.000388709 0.0060353 -0.00716345 0.0287514 0.119208 -0.0274063 -0.0350104 -0.0926688 0.0473076 0.0776056 0.12055 0.0113048 0.0559982
internal_weight=0 3871 706 3395 2206 1568 370 136 234 1198 638 555 527 266 675 261 1165 1137 1063 774 279 74 495 155 74 213 145 88 57 635
internal_count=4577 3871 706 3395 2206 1568 370 136 234 1198 638 555 527 266 675 261 1165 1137 1063 774 279 74 495 155 74 213 145 88 57 635
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=29 29 18 13 19 24 24 13 19 20 28 17 4 10 11 16 1 4 18 6 18 18 1 28 3 3 3 17 18 24
split_gain=218.844 55.1406 82.1586 71.1567 49.6522 78.1922 41.8894 55.3393 51.3783 55.6802 53.9584 49.2145 40.4525 68.5411 56.3403 43.792 39.9393 38.9104 49.2552 36.079 76.2079 38.0408 35.6374 37.9626 34.8254 53.6803 32.9415 32.0601 31.3373 75.8511
threshold=50.000000000000007 105.00000000000001 1.0771389247015632 82.127694742394951 1.3642788369153391 0.16613684416560812 0.2663661962915545 165.99700312459632 0.86056668721085028 1.784768874201162 3.5000000000000004 1.2771235309708959 229.57273432243031 163.67571614583338 195.41285689824926 130.37500000000003 1423.6702968182792 527.66729945401096 1.6377107130298676 300.132882717592 1.1837427736521038 1.4723661989568824 1149.7671810996515 15.500000000000002 664.27921729371019 560.61224325886928 552.02101560142307 2.144075773547466 1.1523305292329851 0.40368101436750542
decision_type=2 2 2 2 2 2 2 2 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 12 -3 17 6 -6 7 8 27 -10 -11 -12 13 -2 -14 -16 -8 18 -4 20 -1 -21 28 -24 25 -22 -7 -5 29 -17
right_child=1 2 3 4 5 26 16 -9 9 10 11 -13 14 -15 15 22 -18 -19 -20 21 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.16530015312135221 -0.041782913365501731 -0.046535931770031368 -0.044045354262877381 0.014479558093362297 -0.04358582346676252 0.04845976921150813 -0.022516138656348651 -0.010678834700145684 0.024422866674140096 0.17547038179153818 0.14176409617066385 0.024605183080923791 0.020695735854964894 -0.19881169776762686 -0.16373052610239636 -0.02622943991101789 0.10581014657822939 0.027296587323387529 0.025739727680775107 0.055438444350423256 0.032877765709511758 0.13331659863163767 -0.21513268288224935 -0.033359411689970232 0.094052876983033995 -0.14120098244398835 0.16733759506827309 -0.10777925351262092 -0.033985825720329529 0.11279460698366167
leaf_weight=20 269 337 482 151 39 37 361 287 210 62 55 103 295 31 24 137 26 151 128 359 155 76 20 27 76 20 63 25 496 55
leaf_count=20 269 337 482 151 39 37 361 287 210 62 55 103 295 31 24 137 26 151 128 359 155 76 20 27 76 20 63 25 496 55
internal_value=0 -0.00933829 -0.000584584 0.0065189 0.0197495 0.0765139 0.0135853 0.0254943 0.0426258 0.0612542 0.0964115 0.0653883 -0.0256109 -0.0580092 -0.0163893 -0.0308031 -0.0138947 -0.0181516 -0.0294019 0.0512019 0.0225611 0.0690447 -0.0264627 -0.11071 0.0375301 0.0129831 0.123353 -0.00288675 -0.0207074 0.0135952
internal_weight=0 3871 2517 2180 1419 139 1280 893 606 430 220 158 1354 300 1054 759 387 761 610 706 271 435 735 47 251 175 100 176 688 192
internal_count=4577 3871 2517 2180 1419 139 1280 893 606 430 220 158 1354 300 1054 759 387 761 610 706 271 435 735 47 251 175 100 176 688 192
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=29 12 12 14 24 14 18 12 26 15 12 15 2 15 23 15 26 8 20 21 10 29 17 21 18 25 12 23 14 20
split_gain=178.074 59.291 47.6079 44.9843 45.2738 55.1775 52.1728 57.3919 46.4182 45.5309 43.5974 40.2701 40.2186 53.5334 42.0366 37.6327 111.799 78.3927 44.7232 48.6991 56.9643 36.7757 34.7681 36.7519 59.5905 43.027 44.6704 40.5068 43.9177 57.6615
threshold=20.500000000000004 604.81440052237156 2907.3946851327805 0.00073818223639720789 0.63192504476975186 0.010658718933117805 1.0824217298827867 682.68414232904752 27.500000000000004 2825.2000000000003 1203.3937286156363 2057.5500000000006 912.78453232793208 1520.9999999999998 0.69808746917677389 1366.950000000001 5.5000000000000009 845.69839860428499 3.0167128994175729 0.76071820280125835 136.68181818181822 125.00000000000001 2.144075773547466 0.76071820280125835 1.4572105859213507 0.0072337983526419925 1842.7476814243598 -0.060252294496635779 0.25748283154086626 2.0865415938045095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 9 8 -8 10 -5 -7 15 13 21 -15 18 -17 -18 22 20 -20 -6 23 -9 25 26 -25 28 29 -27
right_child=1 3 -4 4 12 6 7 11 -10 -11 -12 -13 -14 14 -16 16 17 -19 19 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.054295261244749905 -0.040290793851852191 -0.026996883533910828 -0.10249489314854146 -0.048741003055991765 0.027442461221168443 -0.18758357346057894 0.1341981101982497 0.042336034537327899 0.10247289933588194 0.046767989533214732 -0.034323946096710571 0.10507921753007742 0.081375426960585182 0.011373083006877166 -0.1199500897564949 0.053143072188326937 -0.26900148541793567 -0.058872960738675754 -0.073763888722492593 0.139082503633743 0.10960664979647845 0.18610515537716094 -0.079283507589412772 -0.046596592806467101 0.036325103464454278 -0.25546377009401716 0.015781839279802947 -0.014112851353599987 -0.010628831000732523 -0.039412036050288451
leaf_weight=611 494 648 20 358 48 20 37 267 23 58 258 42 128 65 39 83 22 92 36 55 32 21 46 159 329 30 413 94 28 21
leaf_count=611 494 648 20 358 48 20 37 267 23 58 258 42 128 65 39 83 22 92 36 55 32 21 46 159 329 30 413 94 28 21
internal_value=0 -0.00788761 0.0493257 -0.00325054 0.00223721 -0.00216923 0.00445959 0.0109505 -0.0340544 -0.0354248 -0.0453498 0.00834317 0.0388794 0.00743724 -0.0378731 0.00596302 -0.0351445 -0.0994241 0.0113261 0.0691175 0.0125281 0.0757311 0.00620108 0.00913344 0.000879161 -0.0147741 -0.00155762 -0.0584727 -0.111255 -0.166501
internal_weight=0 3946 631 3452 2804 2503 2087 1786 301 416 278 1749 301 173 104 1707 197 114 1510 123 68 69 1387 1341 1074 745 572 173 79 51
internal_count=4577 3946 631 3452 2804 2503 2087 1786 301 416 278 1749 301 173 104 1707 197 114 1510 123 68 69 1387 1341 1074 745 572 173 79 51
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=29 27 19 8 29 13 5 5 14 15 22 21 27 22 4 29 1 12 12 5 5 5 27 29 4 12 22 14 22 21
split_gain=144.968 79.6907 48.3674 42.9893 42.879 42.7715 38.2901 37.8408 34.9575 45.0113 41.4121 36.4514 42.0079 37.7804 33.704 44.7355 42.6077 42.2511 38.1704 35.2282 38.2335 45.6466 43.4513 31.5484 31.3943 29.8309 49.9805 47.6055 68.9775 58.9787
threshold=50.000000000000007 6.5000000000000009 0.85081920904613795 307.67501888899841 65.000000000000014 75.020542839717905 121.25561233300893 142.94138095097722 0.00031009786424980465 2871.2000000000003 0.20716322699386788 0.45704442188968997 7.5000000000000009 0.28686593740947669 177.63508539905564 65.000000000000014 125.22619061837482 1217.0575667111705 1697.9738358776492 1009.3499207128295 773.81756718374197 711.6911764705884 7.5000000000000009 200.00000000000003 145.82368287478712 1853.3713464644072 -0.17530553233496723 0.040845971956336782 0.043750836405545911 0.5179681172834032
decision_type=2 2 2 2 2 2 2 2 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 -2 7 -6 -1 -4 10 14 -3 13 -13 -12 15 -10 -17 -18 -19 20 21 -16 -22 -21 -20 26 -7 29 -29 -28
right_child=1 8 4 -5 5 25 -8 -9 9 -11 11 12 -14 -15 19 16 17 18 24 23 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.066997546678589245 -0.05476765355716149 0.055422817492017565 -0.18358866946179084 -0.198394118478665 -0.045407316473409023 -0.057233315835396453 0.0466638692776776 -0.045861983144325075 -0.16175026077291241 0.093571216858862369 -0.19463200883141585 0.082306046061443566 -0.041812149095971876 -0.045370109474589665 0.012775339226733785 0.082552257784315061 -0.12160604700099592 0.06475203516397704 0.0071262078440707663 -0.10964751842601056 0.033267043791711332 -0.12084402878983663 0.19018227863311768 0.032884136276940507 -0.11660661643018594 -0.019307470954164574 0.068941320973087333 0.044875446843604248 0.23263902068138123 -0.030048148221790028
leaf_weight=31 105 51 22 26 290 75 675 214 23 61 28 33 157 43 1533 37 43 47 46 44 60 26 25 24 37 452 98 90 25 156
leaf_count=31 105 51 22 26 290 75 675 214 23 61 28 33 157 43 1533 37 43 47 46 44 60 26 25 24 37 452 98 90 25 156
internal_value=0 -0.00760041 -0.0251297 -0.0832737 -0.0197732 -0.0120271 0.0416731 -0.0587009 0.00414373 0.00898685 -0.026995 -0.0430997 -0.0202548 -0.104234 0.00633408 -0.0293484 -0.0148472 -0.0356783 -0.0072561 0.0111904 0.0141078 0.0105469 0.0794186 -0.0593422 -0.0480318 -0.00122318 0.0171869 0.032313 0.0856936 0.00814464
internal_weight=0 3871 1553 131 1422 1186 706 236 2318 2006 312 261 190 71 1945 233 210 173 130 1712 1644 1559 85 68 83 896 444 369 115 254
internal_count=4577 3871 1553 131 1422 1186 706 236 2318 2006 312 261 190 71 1945 233 210 173 130 1712 1644 1559 85 68 83 896 444 369 115 254
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=3 13 19 21 21 25 0 13 8 4 21 26 0 8 10 2 13 13 6 21 6 26 8 25 3 13 21 9 9 9
split_gain=49.0569 45.85 52.9849 53.52 35.6304 33.9149 36.6456 66.8399 58.9692 53.8939 59.7477 39.4827 49.8343 36.9566 41.7782 36.0748 35.3693 34.6394 49.4201 77.4489 53.112 46.5466 40.6667 32.9585 48.0548 34.1565 33.6892 32.4633 32.0835 37.2702
threshold=161.44103146842602 65.996001553518724 1.2660618656089417 0.17608928776059041 0.41810151109987626 0.24826748713084471 280.95069353963089 191.81635518694503 522.25742070521756 280.78401892652329 1.1141782279371111 2.5000000000000004 664.90287244401179 596.38600067957884 169.09644582470673 507.49845954680887 87.367765401224361 174.03317996606873 140.77762944041248 0.5179681172834032 200.52882775664537 2.5000000000000004 845.69839860428499 0.012895894799613497 404.78084348521014 83.996489850846714 0.84299333560409651 165.86981132075474 231.93754356020199 248.16964285714289
decision_type=2 2 2 2 2 2 2 2 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 28 3 -3 -4 6 7 15 23 -10 11 -11 13 -13 -15 -5 -14 18 19 -7 -20 -22 -23 26 25 -25 -8 -24 -2 -30
right_child=1 2 4 5 -6 17 8 -9 9 10 -12 12 16 14 -16 -17 -18 -19 20 -21 21 22 27 24 -26 -27 -28 -29 29 -31
leaf_value=-0.046746113256629668 -0.00046551335293370551 -0.093202144942867271 0.067168052109364579 0.066153722792352807 0.017837943158638622 -0.019269717481802218 -0.048826295673528586 -0.091268477631466727 -0.11084337500405723 0.059040080803026862 0.12287915095564772 0.11293706894767555 -0.13247122891021498 -0.070449706547272714 0.032647659529155028 -0.045987751451320946 -0.016896649105335348 0.030604940547077842 0.070709983905720905 -0.27012272914871577 0.0089477725823951977 -0.17398229396861534 0.050633339191737931 -0.13632162896835284 -0.1933725740450124 0.0070081481120238698 0.0059447094881067836 -0.046823225574176459 -0.1033078400943524 -0.024927793280647953
leaf_weight=214 382 60 188 277 662 32 152 35 29 182 61 44 33 48 217 32 134 152 66 20 268 23 38 23 24 60 430 340 78 273
leaf_count=214 382 60 188 277 662 32 152 35 29 182 61 44 33 48 217 32 134 152 66 20 268 23 38 23 24 60 430 340 78 273
internal_value=0 0.00229284 0.00689939 0.000218878 0.0287486 0.00227964 0.0103876 0.0397052 0.00336933 0.0228114 0.0282022 0.0194252 0.00427833 0.0280653 0.0139734 0.0545404 -0.0397347 -0.0130987 -0.0215396 -0.115752 -0.0148742 -0.0233175 -0.0448814 -0.0177376 -0.0687463 -0.0327097 -0.00835975 -0.037026 -0.02052 -0.0423456
internal_weight=0 4363 3630 2780 850 2720 1781 344 1437 748 719 658 476 309 265 309 167 939 787 52 735 669 401 689 107 83 582 378 733 351
internal_count=4577 4363 3630 2780 850 2720 1781 344 1437 748 719 658 476 309 265 309 167 939 787 52 735 669 401 689 107 83 582 378 733 351
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=29 14 14 4 29 13 19 7 17 15 19 15 13 4 14 20 11 26 25 10 17 19 0 11 14 11 0 14 7 8
split_gain=104.238 36.9823 52.4014 37.3619 29.5471 43.2059 60.7521 47.721 44.2639 42.6463 65.3894 51.2584 48.4126 60.702 48.1353 43.9209 43.2309 47.5343 37.266 36.3498 36.1864 33.4049 46.0311 33.349 32.2887 34.4709 31.9167 45.6853 39.231 31.812
threshold=20.500000000000004 0.86229221274204793 0.41344029151902534 224.81137730471994 105.00000000000001 83.996489850846714 1.3642788369153391 456.56050221269214 0.83532171047490589 1383.0000000000002 0.82604705168985615 1816.2999999999995 191.81635518694503 631.21744290936726 0.047847867217062266 1.3553620118374112 512.10188956824379 7.5000000000000009 -0.083670537298310435 138.00620017714795 0.94419850048917986 1.4528525756928217 101.12803507689598 91.434795562418714 0.12517235001243726 273.40530303030306 157.43754443244953 0.24066235984257819 199.39099181331559 1371.8971753246756
decision_type=2 2 2 2 2 2 2 2 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 21 -6 9 -8 -9 10 15 16 26 24 20 -7 19 -18 -17 -11 -13 -2 23 -23 25 -14 -12 28 -28 -24
right_child=1 -3 3 -5 5 6 7 8 -10 11 12 14 13 -15 -16 18 17 -19 -20 -21 -22 22 29 -25 -26 -27 27 -29 -30 -31
leaf_value=0.03773873447337802 -0.013587658412139417 -0.050840416865486827 0.12202094160020352 0.02181307902729672 -0.018352900407333003 0.086159198731184009 -0.048864545899888749 -0.020159293732140215 0.14751168122968158 -0.041549032623879614 0.17370005079678127 0.11474091054304787 -0.037349408380687239 0.082611180803714657 0.15117013596353079 -0.16605411600321532 0.061101300528318414 -0.087750654584831667 -0.031845636680670093 -0.18376409252424067 -0.015982077095643636 -0.073720726590942254 -0.20559572135657073 0.098494899321509455 -0.0024576706258026331 -0.2207891463878609 -0.021967090242209712 -0.010060491086689086 0.082513800227498435 -0.070652730756535609
leaf_weight=631 1293 176 44 241 774 26 23 20 74 32 21 23 20 39 21 25 41 45 120 41 267 22 25 23 37 21 42 103 249 58
leaf_count=631 1293 176 44 241 774 26 23 20 74 32 21 23 20 39 21 25 41 45 120 41 267 22 25 23 37 21 42 103 249 58
internal_value=0 -0.00603475 -0.00394303 0.0372838 -0.00731452 0.000325565 0.0115326 0.0802461 0.111837 0.00467887 0.0202695 -0.0186407 0.0375604 -0.0192535 0.00497234 -0.0335245 -0.0648272 -0.0167864 -0.054985 -0.121423 -0.00561439 -0.0184117 -0.0671424 0.0143006 -0.0701858 -0.131306 0.0535778 0.0471753 0.0674341 -0.111298
internal_weight=0 3946 3770 285 3485 2064 1290 117 94 1173 703 470 532 117 311 171 159 86 145 73 290 1421 128 45 78 41 415 394 291 83
internal_count=4577 3946 3770 285 3485 2064 1290 117 94 1173 703 470 532 117 311 171 159 86 145 73 290 1421 128 45 78 41 415 394 291 83
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=27 12 27 6 9 13 12 16 17 24 25 12 18 15 6 18 24 16 12 13 16 28 24 17 4 15 25 18 26 22
split_gain=44.3192 45.2884 51.6501 85.2211 49.632 46.6082 51.0407 44.2547 41.5076 89.4599 50.8589 40.9056 37.952 32.7259 32.7037 32.5261 32.1057 30.8856 42.7544 30.2152 34.8689 30.0041 29.3748 67.6929 29.3244 27.5573 26.4033 26.1582 39.5728 36.6292
threshold=6.5000000000000009 351.24611646746774 4.5000000000000009 270.13079565701122 407.28561643835621 101.73517698790229 2284.2318252715468 758.30000000000007 1.0660720864972808 0.054772156702839837 0.079757582747188124 1045.8290199519399 1.2968855663849708 695.50000000000011 278.96178343949049 1.1427801498988583 0.58158386939191031 152.50000000000003 2118.2490866982121 77.999234393404024 56.500000000000007 5.5000000000000009 0.034859079327259339 1.0770928443522119 157.44741800060532 661.29999999999939 -0.070323678073263521 1.2275142492283655 38.500000000000007 0.059687610766345732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -3 7 22 15 8 12 25 -11 -12 16 -1 -13 -7 -4 18 19 24 -21 -16 23 -6 -2 26 -10 -19 29 -29
right_child=17 2 4 -5 5 6 -8 -9 9 10 11 14 -14 -15 21 -17 -18 27 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.038586275452715264 -0.090189791553550294 -0.014787990857181963 -0.092768283446573396 0.05761770495892804 -0.0025785973891615868 0.17481078337877989 -0.013727179985457603 -0.18021504815135683 -0.037253890923845276 -0.20035159513354303 -0.1903602652824842 0.012142897315323354 0.089418757406529048 -0.1690706087404798 -0.18417925282071035 0.047627336542392457 0.003621032918219148 0.0017971473246644121 -0.097498462904643812 -0.055017826530863262 0.06136555164560395 -0.058628284870444441 -0.0046117633067328358 -0.24940561393275856 -0.0068240589795180552 -0.028946195442065503 0.093138380192050896 0.011125773901996368 -0.11599218703806401 0.047592103837126337
leaf_weight=57 54 418 44 266 25 24 156 21 24 38 26 50 40 29 24 124 161 1071 56 34 106 92 58 20 193 159 44 680 20 463
leaf_count=57 54 418 44 266 25 24 156 21 24 38 26 50 40 29 24 124 161 1071 56 34 106 92 58 20 193 159 44 680 20 463
internal_value=0 -0.0116803 -0.00831866 0.0133698 -0.0214469 0.00648587 0.0261836 -0.0371711 -0.032892 -0.0506961 -0.0946508 -0.0737309 0.00031809 -0.0825868 -0.0554636 0.0682517 -0.0170674 0.00829007 -0.0158308 -0.00401331 0.033101 -0.0846043 -0.0516511 -0.112279 -0.0250498 -0.00616057 0.0471176 0.0130732 0.0234573 0.0258973
internal_weight=0 1900 1814 684 1130 407 304 723 702 457 230 192 245 86 166 148 205 2677 443 387 140 116 103 45 247 227 68 2234 1163 1143
internal_count=4577 1900 1814 684 1130 407 304 723 702 457 230 192 245 86 166 148 205 2677 443 387 140 116 103 45 247 227 68 2234 1163 1143
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=13 18 11 20 13 12 0 20 4 4 13 12 12 0 3 28 28 6 18 2 0 12 11 11 6 4 13 17 28 17
split_gain=34.3728 33.0889 60.6084 36.6446 29.9254 30.0226 27.0361 30.1501 26.2398 27.3904 32.944 42.9511 44.7836 41.7945 35.774 33.3562 33.0738 30.6262 26.2612 36.5574 24.5939 39.6168 30.7943 29.5221 38.1941 31.4606 29.2851 35.3558 22.575 26.8929
threshold=58.644280306441551 1.3064691814742473 321.41663040173643 1.8148188372203988 306.55354200988472 351.24611646746774 414.3525862068966 1.7331618119193515 98.618999731831607 778.40573339268747 83.546053127989566 2267.7815501728423 1443.6487044765549 280.95069353963089 664.27921729371019 10.500000000000002 2.5000000000000004 135.43875075171118 1.7770703212796533 541.96200908167054 111.86902555972817 682.68414232904752 185.72635427333012 238.0146248790688 331.97489056552484 442.35411044725038 77.974327926172194 1.3885958241182419 7.5000000000000009 1.5845555042462383
decision_type=2 2 2 2 2 2 2 2 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 8 6 5 -2 -4 -8 -3 10 20 12 14 -13 15 17 -15 -12 19 -17 21 -10 26 -24 25 -25 27 -22 29 -14
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 11 13 28 16 -16 18 -18 -19 -20 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.085077929627546608 -0.091031288998201496 -0.10369573862602313 0.082688183399538207 0.055483249595309758 -0.099477238262839177 -0.003730424857471477 -0.0028135904185703879 -0.13991685405373575 -0.00036638898568020932 -0.078646144661598097 -0.046864309431985024 0.055102229787378901 0.078306647505024043 -0.13148351663135385 0.11138149849656556 0.034399874937383737 -0.016969422954289864 0.052512875675777164 -0.14254588562817802 -0.12430247597928559 -0.051292167258435412 0.12844226804561915 0.041882221659003689 -0.013537156043156726 0.023275904669700302 -0.1608361158391525 -0.13533461406826972 0.033751121215755124 0.037586612507700928 0.2040309688559285
leaf_weight=47 40 24 27 389 34 2593 81 20 117 41 40 49 46 38 36 47 75 138 21 21 207 30 119 29 68 29 30 64 50 27
leaf_count=47 40 24 27 389 34 2593 81 20 117 41 40 49 46 38 36 47 75 138 21 21 207 30 119 29 68 29 30 64 50 27
internal_value=0 0.000882707 0.0111085 0.0402115 -0.00626039 -0.00505668 -0.00620044 -0.0299628 -6.99814e-05 0.00181127 0.00438641 0.0217961 0.0384629 -0.0220313 0.017805 0.00518795 -0.0554786 0.0301809 -0.044798 -0.0146111 -0.0103855 0.0259211 -0.0201603 0.00616294 -0.0275719 -0.0871866 -0.0415862 -0.0312081 0.0893518 0.124807
internal_weight=0 4530 1863 517 2667 2633 128 101 1346 1322 1281 588 426 162 303 267 113 178 89 68 693 147 546 245 126 58 301 271 123 73
internal_count=4577 4530 1863 517 2667 2633 128 101 1346 1322 1281 588 426 162 303 267 113 178 89 68 693 147 546 245 126 58 301 271 123 73
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=27 5 5 27 7 8 6 13 28 28 16 16 28 7 13 3 3 18 28 13 16 16 18 10 23 22 13 13 2 0
split_gain=35.7767 44.3552 49.1994 41.5535 49.0124 51.789 39.8092 37.9229 64.5822 61.2092 44.6091 40.1427 37.4746 30.5826 28.8699 28.5556 26.4305 29.1536 48.4841 34.6289 25.3206 25.4111 24.4404 38.6651 49.401 64.4375 47.9942 45.2945 30.8957 42.7925
threshold=6.5000000000000009 129.11006214515885 113.87313432835823 4.5000000000000009 289.13147439239668 1207.0626074117108 130.86441053160166 103.44616079796494 7.5000000000000009 2.5000000000000004 189.12500000000003 321.25000000000006 5.5000000000000009 1005.4673417352664 114.65633160713884 1822.6419111518208 966.15300461250968 1.2656842023696258 5.5000000000000009 83.546053127989566 418.25000000000006 294.12500000000006 1.3064691814742473 126.66097788850827 -0.2094901925726563 -0.11231306645560162 65.638476627400209 188.99937624750501 343.42446412320351 275.36537050623627
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 -4 8 9 13 -9 -11 14 -5 -12 22 17 -7 -19 -20 21 -16 -2 24 27 -26 -25 -24 -27 -30
right_child=15 3 6 7 5 16 -8 10 -10 11 12 -13 -14 -15 20 -17 -18 18 19 -21 -22 -23 23 26 25 28 -28 -29 29 -31
leaf_value=-0.028137799359773848 -0.0018332488539464478 -0.044381540399548169 -0.049223782942103951 -0.11023016153346926 0.064431843264561792 -0.090936945580897183 -0.23333105171720186 -0.12163422254224619 -0.010613369778824239 -0.064847893544605795 0.099651466970736124 -0.20337267437806497 -0.015486401266914177 0.041619429447584684 -0.012533922988410679 0.10286753946735012 0.040463424912270382 0.11486655960566011 -0.066533348709344867 0.069595765005797158 -0.016352985951872099 0.10315138994459519 0.018624202328889321 -0.023941407795942758 -0.15025670855845277 0.048865686120608681 0.050966143646985963 0.1717780391375224 -0.096270109267171597 0.0026007610881844394
leaf_weight=177 1537 111 23 21 227 47 24 30 247 35 53 52 402 36 31 31 102 29 74 25 105 49 240 106 38 65 443 21 66 130
leaf_count=177 1537 111 23 21 227 47 24 30 247 35 53 52 402 36 31 31 102 29 74 25 105 49 240 106 38 65 443 21 66 130
internal_value=0 -0.0104944 -0.0522879 -0.00490862 0.0157731 0.0290215 -0.143236 -0.0168966 -0.0416447 -0.0948721 -0.00245407 -0.147644 0.0031325 -0.0143252 0.0345812 0.00744839 2.84999e-06 -0.0235799 0.00115279 -0.0321573 0.0159395 0.0583233 0.00633048 0.0176449 -0.000842975 -0.0285927 0.0365031 0.0309469 -0.0108792 -0.0306925
internal_weight=0 1900 224 1676 615 504 47 1061 391 144 670 87 640 57 238 2677 277 175 128 99 185 80 2646 1109 560 299 549 261 261 196
internal_count=4577 1900 224 1676 615 504 47 1061 391 144 670 87 640 57 238 2677 277 175 128 99 185 80 2646 1109 560 299 549 261 261 196
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=29 29 14 9 6 8 21 3 10 10 21 9 14 29 16 21 14 16 10 17 4 16 26 13 20 3 10 13 23 14
split_gain=56.8393 27.2247 32.2067 30.8778 55.8042 35.5641 36.8455 30.0108 29.2635 40.1172 36.7462 41.0046 36.1102 27.3045 30.3315 34.2454 27.4094 29.6494 26.9925 26.8985 29.1458 25.2378 54.0367 41.8213 30.3719 54.4251 28.2111 24.0378 24.6603 29.2483
threshold=50.000000000000007 105.00000000000001 0.86229221274204793 227.21776617050662 158.83904491440725 496.65748567834083 0.24262898026845597 1822.6419111518208 121.44896604059953 137.57386758331478 0.50145134762246368 603.5822711585223 0.0038335941967044588 125.00000000000001 84.500000000000014 0.19648305811319947 0.41344029151902534 395.90000000000003 126.66097788850827 1.2152637713900332 356.59111955923919 623.45000000000016 11.500000000000002 140.07788060479669 1.2878097324743694 156.76701327188451 59.080056678640069 198.00005558575032 -0.14891901962175016 0.0075439598786104147
decision_type=2 2 2 2 2 2 2 2 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 3 7 -2 -5 -6 -7 13 -8 -10 11 -11 -12 -3 18 -16 21 -18 -15 -1 -21 24 23 -23 -17 -26 -27 -28 -29 -30
right_child=1 2 -4 4 5 6 8 -9 9 10 12 -13 -14 14 15 16 17 -19 -20 20 -22 22 -24 -25 25 26 27 28 29 -31
leaf_value=0.018072877505147331 -0.0024170015873677315 0.065653430092531981 -0.039863118798927066 -0.15726858971311766 -0.1501732871952382 -0.1142985244687551 -0.089671216200551268 0.1055890928054678 0.11463072901734939 0.055898669686837078 -0.077862438695991174 -0.059286645657959436 -0.0056453104013170323 0.0010883110761642455 -0.12772622394065064 0.11472681616635427 0.074565803706069897 0.0058465523989949635 0.13214951600089217 0.020137660219973208 0.12704757973186526 -0.045070374312463905 -0.15109284714083462 0.055043947136340046 -0.1192682418776186 -0.068544962118295111 0.0084835306733233844 0.049545174271895975 0.041222782461689068 -0.078211887227851398
leaf_weight=604 739 68 176 34 22 39 46 29 26 117 115 42 174 30 21 23 97 178 33 51 51 137 34 60 38 55 1386 29 26 97
leaf_count=604 739 68 176 34 22 39 46 29 26 117 115 42 174 30 21 23 97 178 33 51 51 137 34 60 38 55 1386 29 26 97
internal_value=0 -0.0047591 0.00139178 -0.0161932 -0.032747 -0.0254601 -0.0205518 0.00449339 -0.0135208 -0.00613072 -0.0131392 0.0254724 -0.0343822 0.00322532 0.00133356 -0.000642398 0.00059314 0.0300857 0.0697394 0.0260941 0.0735926 -0.00370949 -0.0346717 -0.0145787 0.000614736 -0.000994447 0.0018269 0.00434345 -0.0334076 -0.0529655
internal_weight=0 3871 2517 1354 615 581 559 2341 520 474 448 159 289 2312 2244 2181 2160 275 63 706 102 1885 231 197 1654 1631 1593 1538 152 123
internal_count=4577 3871 2517 1354 615 581 559 2341 520 474 448 159 289 2312 2244 2181 2160 275 63 706 102 1885 231 197 1654 1631 1593 1538 152 123
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=29 17 22 29 19 29 0 13 26 13 15 22 13 14 13 13 19 21 17 20 22 22 14 28 21 17 17 0 29 15
split_gain=46.0398 23.1769 44.1852 22.052 30.0277 28.5002 23.8959 45.8634 36.2265 32.0797 22.993 37.1901 32.8152 46.8086 34.2955 26.7912 38.4998 41.0164 31.7361 30.7222 44.3394 51.592 41.6002 35.2215 30.7449 30.2727 57.8255 43.8496 30.3923 36.3605
threshold=50.000000000000007 1.119291051342344 -0.055314936565151594 105.00000000000001 0.70268444477710379 200.00000000000003 835.26978256995199 157.0474629914298 6.5000000000000009 65.166858445749128 532.1499999999993 -0.23969673160905772 82.127694742394951 0.088920120238011074 72.001286734185626 71.999559787979521 1.2128645081615794 0.60256853944917321 0.94762665392343026 1.9190171337628146 0.054786307429607738 0.17697121715656308 0.10315844347528216 5.5000000000000009 0.32562834358825216 1.1688760854400506 1.2016400528910665 214.99293875147234 200.00000000000003 2788.3999999999996
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 -2 8 9 -8 12 -12 14 -14 -6 19 25 -18 -19 -13 22 -22 -21 24 -23 28 -27 -28 29 -17
right_child=3 -3 -4 4 10 -7 7 -9 -10 -11 11 15 13 -15 -16 16 17 18 -20 20 21 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.12920902350119182 -0.010189370899770126 0.054573516562768369 0.018824009492987834 0.08376220695674419 0.036695228006239193 -0.040485856229303563 -0.1335456481203437 0.049500474086380565 -0.1822463055622989 0.0033772607841952283 -0.04087741264673584 0.04553331733932571 -0.026779424938324255 0.10415448722496784 -0.058627461019109511 -0.064061328620967251 0.087807280834711246 -0.044336642502319251 0.042363229171314742 -0.22425423349652973 0.13594149847825368 -0.073992924205958849 -0.040742972890535994 -0.054601145549095231 0.064844313771303355 0.12312221720349044 -0.12069447427988052 0.01480824977014744 0.011785909882099885 0.017033541076816618
leaf_weight=21 1221 179 506 20 99 240 28 32 29 44 191 63 38 97 61 179 123 63 128 21 21 22 30 160 58 48 25 534 216 80
leaf_count=21 1221 179 506 20 99 240 28 32 29 44 191 63 38 97 61 179 123 63 128 21 21 22 30 160 58 48 25 534 216 80
internal_value=0 0.0234847 0.0129252 -0.00428319 0.00125261 -0.0309283 -0.0145739 -0.0548256 -0.0878794 -0.0498705 0.00495976 0.001046 0.0309896 0.067299 0.000353453 0.00556738 0.0119421 0.0427694 0.0137659 -0.0181635 -0.0310254 -0.0143612 -0.116306 -0.0275127 0.0266641 0.00299591 0.0177926 0.0087482 -0.0159127 -0.0390127
internal_weight=0 706 527 3871 2517 260 1354 133 101 72 2257 1962 295 135 160 1771 1396 314 191 375 312 261 51 240 80 1082 607 559 475 259
internal_count=4577 706 527 3871 2517 260 1354 133 101 72 2257 1962 295 135 160 1771 1396 314 191 375 312 261 51 240 80 1082 607 559 475 259
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=29 27 24 22 18 10 21 13 29 26 13 22 2 0 2 11 8 3 11 13 0 13 21 10 24 25 26 13 24 29
split_gain=37.2922 42.4206 22.2233 42.9955 29.3169 41.8389 50.4891 17.9516 17.2742 26.2974 40.6361 19.867 22.4229 25.7184 22.4062 21.8462 30.9111 26.0582 50.3791 45.1753 24.0816 23.6715 21.5871 21.2503 28.1401 24.6404 19.3905 18.7888 18.5249 16.4905
threshold=50.000000000000007 6.5000000000000009 0.12406364661915002 -0.0057021825812948396 1.1837427736521038 176.82670573316113 0.3789169868156948 199.09039548022602 65.000000000000014 6.5000000000000009 111.18823624944731 -0.17530553233496723 293.02962328982431 170.30146938775513 824.42529652351743 141.33430981954538 1037.8208382641717 597.57874669181831 537.52511545950608 113.70675901612117 340.00385180829176 105.44633501454426 0.79218638942149167 179.10382892491472 0.81664051700669715 0.84565289111015673 6.5000000000000009 65.999821240235264 0.019536086698726227 105.00000000000001
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=2 8 -1 -4 5 -5 -7 -6 9 -2 -11 14 13 -13 -10 23 17 20 -19 28 27 -22 -18 25 -25 -14 -24 -17 -20 -29
right_child=1 -3 3 4 7 6 -8 -9 11 10 -12 12 15 -15 -16 16 22 18 19 -21 21 -23 26 24 -26 -27 -28 29 -30 -31
leaf_value=0.057624484699335878 -0.024509605550497929 0.0047136519304177352 -0.11572952103614807 -0.16000409594603948 0.032651790448803425 -0.073852656831343969 0.13126749411225319 -0.043807458973517927 -0.029327737955258962 -0.21637638181447985 -0.03109145465082136 -0.01244114420912934 0.049256796867419517 -0.11486757049957913 -0.14019153594970704 -0.051371147889982573 -0.015549713425727014 0.14488948768877891 -0.11783383205533027 0.12573908404244677 -0.095737731195986275 -0.0050952271892897132 -0.025414216133856006 0.012610088643573582 0.17444647790186785 -0.087265232317149652 -0.14021911013073154 -0.0045357783889454426 0.0016197449452168234 0.084290921645598454
leaf_weight=135 189 2318 25 21 442 30 20 33 206 20 29 66 39 39 20 22 448 40 20 23 40 103 31 21 22 20 28 33 37 57
leaf_count=135 189 2318 25 21 442 30 20 33 206 20 29 66 39 39 20 22 448 40 20 23 40 103 31 21 22 20 28 33 37 57
internal_value=0 -0.00385487 0.0211363 0.0125094 0.0183812 -0.0415537 0.0081954 0.0273399 -0.0166442 -0.0414349 -0.106718 -0.0121574 -0.00655794 -0.0504852 -0.0391387 -0.00187058 -0.00693764 0.01483 0.0532569 0.00744066 -0.00325326 -0.0304498 -0.023038 0.0419446 0.0954101 0.00297814 -0.0798979 0.0314709 -0.0402938 0.0517211
internal_weight=0 3871 706 571 546 71 50 475 1553 238 49 1315 1089 105 226 984 882 375 120 80 255 143 507 102 43 59 59 112 57 90
internal_count=4577 3871 706 571 546 71 50 475 1553 238 49 1315 1089 105 226 984 882 375 120 80 255 143 507 102 43 59 59 112 57 90
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=27 19 26 0 0 9 20 5 20 28 13 22 2 13 7 6 6 27 14 20 8 8 19 19 26 27 5 3 3 23
split_gain=23.8263 29.4906 37.8582 34.6685 45.9575 26.2584 25.3048 30.4093 27.8241 24.6036 40.596 22.0998 21.0266 45.9454 18.229 39.9298 44.9186 29.5952 42.3946 41.8048 25.2524 23.9649 22.5653 37.152 21.4625 51.5738 47.7789 33.7911 19.1711 19.0414
threshold=6.5000000000000009 0.88597032916141438 1.0000000180025095e-35 239.67114262990458 317.07532051282055 246.61556253627501 1.6745942059616745 145.61653052638209 1.5661806656503632 4.5000000000000009 71.999559787979521 -0.27569372159775712 1686.9911034153333 117.00128038194445 2041.9234565266454 749.93639907273905 306.31552967659849 8.5000000000000018 0.47397977394408097 1.6032420470089497 293.44135647843518 2322.025486725664 1.2446507841161796 1.2100691372885677 6.5000000000000009 9.5000000000000018 305.35094614466232 263.11269869433215 398.74757454329875 0.30251193186823538
decision_type=2 2 2 2 2 2 2 2 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 9 5 -5 -4 8 -8 -1 -3 -11 -6 14 -14 17 16 22 21 19 20 -19 -2 23 -16 -21 26 -26 -27 -28 -29
right_child=12 2 3 4 11 -7 7 -9 -10 10 -12 -13 13 -15 15 -17 -18 18 -20 24 -22 -23 -24 -25 25 27 28 29 -30 -31
leaf_value=-0.039957783405558389 0.013237029005821003 0.053392123422818266 -0.037877197063333076 0.048236478757903434 -0.10387730399077688 -0.14318709383750786 -0.19845800325274468 -0.051693153862530983 0.089142519365996126 -0.058337006111366635 0.025147507021851513 -0.012110057587906495 -0.020092249919588752 0.17393760914387912 -0.0070559730636887254 -0.12317398197271608 0.08151567716627045 -0.17322565641092219 0.098622558255856099 0.0035758544648380863 -0.040467671679921061 0.066257398957284275 0.05547875222508554 -0.11200644005663121 0.063008763221284708 -0.20780839357863773 -0.12971762189269065 0.012511277988198259 -0.0070720558556226585 -0.12215363422320002
leaf_weight=101 1349 150 129 132 27 29 20 48 20 78 230 936 26 23 96 33 47 23 37 657 38 91 27 52 63 22 25 21 26 21
leaf_count=101 1349 150 129 132 27 29 20 48 20 78 230 936 26 23 96 33 47 23 37 657 38 91 27 52 63 22 25 21 26 21
internal_value=0 -0.00856417 -0.0044235 -0.0134167 -0.00709816 -0.0572062 -0.0460493 -0.0948593 -0.0186189 0.02018 0.00400533 -0.014683 0.00607842 0.070983 0.00486825 -0.0205384 -0.00528173 0.00759842 -0.00627559 -0.0106073 -0.090524 0.0165876 -0.028593 -0.0439305 -0.0047691 -0.0355704 0.00476086 -0.107411 -0.0671924 -0.0548212
internal_weight=0 1900 1711 1253 1095 158 189 68 121 458 308 963 2677 49 2628 255 222 2373 933 896 61 1440 175 148 835 178 114 64 51 42
internal_count=4577 1900 1711 1253 1095 158 189 68 121 458 308 963 2677 49 2628 255 222 2373 933 896 61 1440 175 148 835 178 114 64 51 42
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=29 27 12 28 20 29 17 19 14 14 1 0 21 1 9 13 27 12 21 14 23 24 12 12 19 1 1 14 6 17
split_gain=26.6793 30.2782 29.8572 28.9935 36.2891 33.1509 33.554 28.5892 29.5262 18.8495 17.068 20.9322 18.4179 16.8192 32.4363 16.5163 41.9993 24.6035 23.7179 20.4837 68.3122 32.4703 19.0355 27.6108 18.8559 18.0491 21.4412 17.8752 38.4513 18.141
threshold=20.500000000000004 6.5000000000000009 2907.3946851327805 23.500000000000004 2.2998841070044524 65.000000000000014 0.99205143127792639 0.8886416361488062 0.1503044935794636 0.39872307901590526 404.99153905676769 480.34375963599445 0.79218638942149167 474.36463643187733 203.35338345864665 75.020542839717905 2.5000000000000004 682.68414232904752 0.57616715821251185 0.047847867217062266 0.055455752836975306 0.79861749536807858 930.05675680506295 1436.7771113409171 1.29715536789124 248.9887971069351 474.36463643187733 0.0034656902098265598 521.32821171634134 1.0557931386308619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 9 6 -2 8 -7 -5 12 -12 -10 14 -8 16 18 -17 -9 21 -21 25 -23 -24 -20 -19 -27 -28 -29 -30
right_child=1 -3 -4 4 -6 7 13 15 10 -11 11 -13 -14 -15 -16 17 -18 19 24 20 -22 22 23 -25 -26 26 27 28 29 -31
leaf_value=0.023027931745872879 -0.15378778209128688 0.0040486901787210013 -0.10113839488476516 0.093072291806448201 -0.013393590013895715 -0.15189350423216821 -0.019282085756803381 0.097032541155815125 -0.039068359494293957 -0.00080160014331340798 -0.16089760854840279 -0.023642526995390656 0.056543326377868658 -0.017566900059720069 -0.18247161430439779 0.06264871993455394 -0.079095283838711228 -0.12103289848151194 0.05923468067776412 -0.0004042269429191947 0.16636596283426994 -0.040753584709905449 0.15742423188957302 0.010941804044188992 -0.046996202414686029 0.029261421725492589 -0.020711583159863951 -0.16138689883730628 -0.0960826525837183 0.026870571325222654
leaf_weight=611 31 2381 20 69 154 25 29 25 66 31 20 25 29 107 21 58 98 22 24 272 27 21 22 31 55 55 165 33 20 30
leaf_count=611 31 2381 20 69 154 25 29 25 66 31 20 25 29 107 21 58 98 22 24 272 27 21 22 31 55 55 165 33 20 30
internal_value=0 -0.00305304 0.0190924 -0.0138577 0.0170651 -0.0198488 -0.0587136 -0.0133425 -0.0517885 0.0639714 -0.0339126 -0.0846448 -0.00988163 -0.039941 -0.0878217 -0.00672075 -0.0321222 6.64027e-05 0.0121409 -0.00513385 0.0146553 -0.0199633 0.0398203 0.0717458 -0.0147235 -0.0335756 -0.0272255 -0.0397529 -0.0776061 -0.0223107
internal_weight=0 3946 631 1565 254 1311 188 1123 165 100 140 45 95 157 50 958 202 756 104 698 299 399 74 53 79 325 303 248 83 50
internal_count=4577 3946 631 1565 254 1311 188 1123 165 100 140 45 95 157 50 958 202 756 104 698 299 399 74 53 79 325 303 248 83 50
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=13 12 19 9 12 13 16 13 22 4 24 19 14 17 20 28 19 11 13 9 9 10 17 17 20 6 16 10 19 8
split_gain=22.3695 17.2346 39.8579 57.5033 19.0505 58.7072 53.6338 51.2779 40.4558 27.6372 32.5845 41.4718 39.4818 36.1713 26.8308 45.9616 28.4516 34.8434 26.6154 28.9505 37.6158 28.215 27.9589 42.834 29.1699 25.22 30.8396 29.6099 24.8834 33.4152
threshold=58.644280306441551 351.24611646746774 1.5058759351306252 182.76900299109408 1988.1905594405596 122.16484738225189 156.50000000000003 93.000298210735608 0.13126764038645261 60.32629522594798 0.60644161210224112 1.0858643139571622 0.86229221274204793 1.0927761564474916 1.7026515357692065 17.500000000000004 0.83600820219406791 183.91745884848277 101.73517698790229 225.95287012825307 220.52732826462028 226.47729323308275 1.0110868482629827 1.0718132129583899 2.1660825652445941 145.86932739059969 611.80000000000007 91.992376276534131 0.94179739635895521 512.84440666884609
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 14 7 -6 -9 -7 11 12 28 -13 15 -3 17 -16 19 20 25 22 24 -24 -21 27 -27 -18 29 -11
right_child=1 4 -4 -5 6 9 -8 8 -10 10 -12 13 -14 -15 16 -17 18 -19 -20 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.068633816185149743 -0.024280097723628085 -0.045131941869821536 0.0065376932484977838 -0.22385247061875735 0.055693304985761638 -0.056900071191291014 -0.0021861045039085042 -0.037597772266183584 -0.19786696036656698 0.089629558736787129 0.10580505710365117 0.038044571541734164 -0.028630626967975071 -0.037559049190868714 0.00056994274696883036 0.062618687320896912 0.0033551606336529823 -0.15680267009884119 0.034785868432472243 -0.1620217847682181 0.11004484266042709 0.010902928291199109 0.071721661135049186 -0.034584228476544597 -0.039275580436069213 0.030212036696432805 -0.074769946883122135 -0.085476574067975972 0.052389620797955165 0.24214064925909043
leaf_weight=47 42 251 109 22 20 30 1674 28 36 51 69 149 35 110 34 47 142 24 281 21 40 300 59 106 248 416 30 51 85 20
leaf_count=47 42 251 109 22 20 30 1674 28 36 51 69 149 35 110 34 47 142 24 281 21 40 300 59 106 248 416 30 51 85 20
internal_value=0 0.000712095 -0.0302423 -0.0928831 0.00194117 0.0073795 -0.00609876 -0.0840724 -0.127749 0.036422 0.0418163 0.0320047 0.0673558 0.00593493 -0.000398214 -0.0281377 0.00432003 -0.0645498 0.00667803 0.00108829 0.0159706 -0.0126788 -0.0289796 0.00342818 -0.048858 0.0100817 0.0231505 -0.0201185 0.0888913 0.13259
internal_weight=0 4530 173 64 4357 2599 1758 84 64 549 519 450 191 259 2050 298 1752 58 1694 1413 679 734 434 165 269 639 446 193 156 71
internal_count=4577 4530 173 64 4357 2599 1758 84 64 549 519 450 191 259 2050 298 1752 58 1694 1413 679 734 434 165 269 639 446 193 156 71
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=13 27 26 7 0 1 10 22 8 12 8 8 22 1 7 10 6 6 27 12 26 3 13 21 17 10 12 13 0 24
split_gain=18.1193 16.146 20.1087 31.7269 23.6775 45.2802 33.3413 31.2366 70.7325 20.189 21.9954 42.3106 20.3282 19.3266 23.8582 36.8258 28.8629 27.5052 25.1621 43.9271 43.1885 32.2334 32.198 32.2239 39.2984 30.8475 26.6348 25.9457 25.1296 31.4389
threshold=58.644280306441551 6.5000000000000009 1.0000000180025095e-35 314.62956530034671 248.50280898876409 303.14138411973812 170.9221611721612 -0.23969673160905772 356.50673757431156 1052.681586011844 750.76113360323905 1390.5866034807673 0.39655011836260884 1363.3177219757313 2041.9234565266454 376.33888428065683 309.04537953795386 496.09306078536855 9.5000000000000018 1525.5828821512364 7.5000000000000009 304.32030097720809 122.5308943089431 1.2638597453150064 1.290902173025325 99.734318715809266 1001.5137288786483 72.9895715630811 177.42551065578957 0.63192504476975186
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -4 8 -7 12 -11 -12 -5 14 18 16 -16 -18 19 22 -20 -22 23 24 28 -24 -27 -26 -3 -30
right_child=1 13 4 9 5 7 -8 -9 -10 10 11 -13 -14 -15 15 -17 17 -19 20 -21 21 -23 25 -25 27 26 -28 -29 29 -31
leaf_value=-0.061770434550782474 -0.029643700095609373 -0.060841006338596348 -0.029882904933765532 0.055763026794400254 0.091682493754408581 -0.0061004405385918087 -0.15671230476242881 -0.0075313080377438849 -0.224891302192753 -0.084811385454876098 0.097079658424481755 -0.030274439654002588 -0.01603499484457532 0.054720645815802695 -0.033492970681909359 -0.15305011187280929 0.144557810947299 -0.015789934555473534 -0.0025601226566743726 0.004732095814213114 -0.1710273993001985 -0.0092762075364589691 0.19088122221556578 0.1376368062062697 0.037840021587908272 0.00081705688075585804 0.10096042975783348 -0.078738614401469634 0.035286036766367039 0.16273576430976391
leaf_weight=47 148 20 152 202 44 45 24 1057 22 28 40 75 49 78 160 21 20 23 521 1384 28 22 22 22 28 44 67 60 100 24
leaf_count=47 148 20 152 202 44 45 24 1057 22 28 40 75 49 78 160 21 20 23 521 1384 28 22 22 22 28 44 67 60 100 24
internal_value=0 0.000640885 -0.00642787 0.00983217 -0.0129851 -0.00783278 -0.0471778 -0.0117284 -0.0779422 0.0246607 -0.00532948 0.0140226 0.0417467 0.00568312 0.0041925 -0.0269863 -0.0139453 0.0587904 0.00717459 0.0130602 -0.01108 -0.0998569 0.0428433 0.0219711 0.0110028 0.0827044 0.061264 -0.0416454 0.0431767 0.0599537
internal_weight=0 4530 1886 542 1344 1168 176 1124 67 394 143 115 251 2644 2566 224 203 43 2342 1771 571 50 387 254 232 133 111 88 144 124
internal_count=4577 4530 1886 542 1344 1168 176 1124 67 394 143 115 251 2644 2566 224 203 43 2342 1771 571 50 387 254 232 133 111 88 144 124
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=13 18 27 7 14 28 26 13 17 28 11 16 22 27 13 27 28 6 14 14 22 9 16 0 22 26 6 1 7 0
split_gain=14.6766 14.7633 13.0782 17.2536 47.1016 42.2231 31.4505 36.039 29.5602 27.5768 22.3365 38.3612 22.4603 21.9484 21.837 30.0906 27.0051 21.1679 23.3922 32.2545 27.7031 19.9118 18.0428 18.034 17.9072 17.0102 15.9055 15.6546 20.1106 38.416
threshold=58.644280306441551 1.3928525844445845 6.5000000000000009 397.82944971514536 0.064935653734676219 7.5000000000000009 6.5000000000000009 109.7434210526316 1.0906165822908811 4.5000000000000009 850.42669276198342 689.17500000000007 0.01648732007766809 5.5000000000000009 65.99474058161222 4.5000000000000009 23.500000000000004 879.4332770270272 0.046120313137870801 0.016566013085551629 0.2997662728220073 237.74088660212436 536.07500000000016 637.0606837606839 -0.071317544569254057 2.5000000000000004 434.14216773276479 1363.3177219757313 2286.418210590939 613.36000000000013
decision_type=2 2 2 2 2 2 2 2 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 13 9 8 23 10 11 12 24 -2 -11 25 -17 18 19 20 26 -14 -20 -8 -5 -16 -9 28 -4 -30
right_child=2 -3 27 6 -6 -7 7 17 -10 14 -12 -13 21 -15 15 16 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10382987343602711 -0.2377996750175953 0.0095258609205484401 0.0052666581765667374 0.042657643251798376 -0.0091857064453987995 -0.0095524384349118929 -0.0089277643221430478 0.11028317662662473 -0.13615653367880254 -0.047364180307662075 0.13695780712933767 -0.093367525352084119 0.13009515576995909 -0.091424018707835966 0.018710346501625952 -0.026428624361121495 0.039774355447933646 -0.053130588811217697 0.094615419533103706 -0.10966073455145726 -0.055932764040634908 0.042543342119703696 -0.010866386664565653 -0.093357014313742936 -0.084932714294303546 0.080456572531138443 0.0072517225699078652 0.049248581322339863 -0.14848464875668288 0.0055209405355803346
leaf_weight=27 20 20 2495 22 461 32 80 29 39 86 21 23 32 21 183 280 79 57 50 26 34 138 24 37 22 59 31 78 25 46
leaf_count=27 20 20 2495 22 461 32 80 29 39 86 21 23 32 21 183 280 79 57 50 26 34 138 24 37 22 59 31 78 25 46
internal_value=0 -0.0555934 0.000576797 -0.00578508 -0.0210041 -0.095638 0.000225982 -0.0230144 -0.0607598 0.0102354 0.038111 0.0293524 0.0425419 -0.162827 -0.00023323 0.00651097 -0.0118603 0.000444847 0.0161861 -0.0110823 0.0161841 0.0590237 0.0604051 -0.0356276 -0.0211375 0.0337642 0.0570503 0.00511481 0.00377325 -0.0487064
internal_weight=0 47 4530 1886 534 73 1352 407 156 945 258 237 214 41 687 601 359 251 194 120 94 170 74 117 44 242 60 2644 2566 71
internal_count=4577 47 4530 1886 534 73 1352 407 156 945 258 237 214 41 687 601 359 251 194 120 94 170 74 117 44 242 60 2644 2566 71
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=22 23 15 19 20 14 7 3 28 11 11 1 23 21 26 21 28 3 11 4 14 13 11 20 23 6 21 21 11 7
split_gain=13.7608 41.9477 23.6613 50.5791 23.5945 52.1534 30.1428 93.0089 25.9367 22.2239 21.3974 20.7113 24.2085 47.5679 25.4388 23.3397 22.8699 22.2823 28.1806 26.0957 24.8097 37.4976 25.03 22.4639 20.7879 19.2879 20.4247 19.3588 19.115 29.6955
threshold=-0.049602208638654909 -0.04143452943048901 1289.95 1.0832528134523121 1.8697948177008084 0.052743698569742044 311.25822034720164 185.47652583075512 7.5000000000000009 127.04348453162184 102.1239954998393 660.01234315330078 -0.17502885972834017 1.2769676300779997 5.5000000000000009 0.83920251095946308 10.500000000000002 259.88462978985075 141.33430981954538 277.6527866037124 0.44031962019833321 118.78226511019625 91.434795562418714 1.5936267394691892 -0.27276140359962869 148.66735541805352 0.23141325147476607 0.47845871945858937 265.7389718872418 376.24092301124239
decision_type=2 2 2 2 2 2 2 2 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 11 -4 8 6 7 -6 -3 -7 -8 12 17 14 -14 16 -16 18 20 -19 21 24 -22 -21 -1 26 -12 -28 -17 -30
right_child=1 4 3 -5 5 9 10 -9 -10 -11 25 -13 13 -15 15 28 -18 19 -20 23 22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0027056257968069986 0.033275557950351531 -0.046105660001262858 0.028495621870300081 -0.1378274468568767 0.068496820214204487 -0.053559656781346901 0.040981594260765947 -0.19763426287420865 0.0032983381970982835 0.048562245895315354 -0.12093667055445689 0.064450989922554033 -0.041853020942473243 -0.1692764779383486 0.078401676439229517 0.02144282626566188 -0.04027490737763318 -0.11328110581506855 0.13298331635153812 -0.044608177297497886 0.020642125479331832 0.068483412340283392 0.14759450894594192 0.0085948074798085795 -0.082875754538120017 -0.0010100971298571677 0.053952563151445559 -0.058632622641466917 -0.11541917850263417 0.017671395689249039
leaf_weight=64 412 223 33 41 24 23 116 29 203 290 27 41 226 22 62 58 22 23 23 104 41 50 25 335 51 1875 24 42 38 30
leaf_count=64 412 223 33 41 24 23 116 29 203 290 27 41 226 22 62 58 22 23 23 104 41 50 25 335 51 1875 24 42 38 30
internal_value=0 0.00343314 -0.00875731 -0.0636563 -0.000841918 0.00293496 -0.00264882 -0.0771221 -0.0225634 0.0410581 -0.00075483 -0.00541367 -0.00785357 -0.0258081 -0.0185689 0.0064893 0.0473197 0.00363131 0.0274231 -0.00944904 0.0169128 -0.00381414 0.0687301 -0.00400909 -0.0352479 -0.0032149 -0.0476667 -0.0176926 -0.020731 -0.0567027
internal_weight=0 3288 1289 74 2876 2450 2137 53 426 313 2084 1215 1174 458 436 210 84 716 254 462 231 165 66 439 115 1968 93 66 126 68
internal_count=4577 3288 1289 74 2876 2450 2137 53 426 313 2084 1215 1174 458 436 210 84 716 254 462 231 165 66 439 115 1968 93 66 126 68
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=22 14 14 28 15 14 14 9 26 12 14 8 27 9 20 0 0 7 14 15 12 19 28 19 19 5 14 5 10 7
split_gain=11.7401 22.0287 27.0671 29.827 23.4591 20.6809 41.7924 35.9834 39.7763 48.1121 34.1302 33.5666 33.1692 27.3539 25.5023 32.766 37.8203 24.4551 24.3041 59.3466 23.4579 22.8519 21.7743 27.8886 24.5457 33.4165 44.3668 21.0364 20.9605 40.8555
threshold=-0.11231306645560162 0.47397977394408097 0.86229221274204793 5.5000000000000009 1289.95 0.052743698569742044 0.070389869977393466 158.31918370091449 6.5000000000000009 694.66586109217769 0.073681501813547698 796.93574168797966 9.5000000000000018 697.97944803578912 1.3553620118374112 883.63970588235304 810.45141225497775 242.84638452738841 0.035086059269904719 1289.95 860.41493832250978 0.69313682931459264 12.500000000000002 0.98180625695992774 1.1663350820628053 551.23842664556435 0.012461362483060024 133.69244774415122 270.50731143125068 294.46693964014111
decision_type=2 2 2 2 2 2 2 2 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 -3 -1 7 28 11 13 -10 -8 -2 18 17 -12 16 21 -9 -11 -20 -13 -16 23 -19 25 27 -27 -25 29 -7
right_child=5 2 -4 -5 -6 6 10 8 9 12 14 20 -14 -15 15 -17 -18 22 19 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.01474203632677086 -0.010454858966831919 0.11519148520865413 -0.033250206745550286 0.010724133779605231 -0.10818194766262812 0.12390395808033645 -0.10180195097265572 -0.094464859100324775 -0.15210071906447412 -0.011137047280378716 -0.026570709903325353 0.16485652405282725 -0.14855448864400386 0.050406781662359984 -0.057797434728126977 -0.082361474034912674 0.15509547427296641 0.068004991683630722 0.030729536805301907 -0.20429384243166582 0.051160586824597315 0.019750358626410353 -0.015507306823416875 -0.091440194712020473 0.014851076811924392 -0.18505807689552267 0.013051931187510491 0.0060509155723966002 0.095925903365684628 -0.00979080337099731
leaf_weight=665 79 43 61 75 28 32 29 28 30 495 175 23 20 107 40 33 20 74 21 22 86 760 579 25 630 26 20 193 78 80
leaf_count=665 79 43 61 75 28 32 29 28 30 495 175 23 20 107 40 33 20 74 21 22 86 760 579 25 630 26 20 193 78 80
internal_value=0 -0.0104395 0.020834 0.0487927 -0.0185174 0.00245702 0.0129464 -0.00286446 -0.00634644 -0.0287349 0.0051847 0.0391786 -0.0221023 0.00148019 0.0082028 0.0153369 0.0192686 -0.00184371 -0.0174015 -0.089515 0.0751515 0.015873 -0.000167312 0.00900816 0.00412475 -0.0214722 -0.0989233 -0.00512926 0.0561257 0.0284077
internal_weight=0 872 179 118 693 3705 1247 2458 2270 588 1057 188 558 1682 1028 853 820 1575 538 43 109 800 1547 968 894 264 46 218 190 112
internal_count=4577 872 179 118 693 3705 1247 2458 2270 588 1057 188 558 1682 1028 853 820 1575 538 43 109 800 1547 968 894 264 46 218 190 112
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=18 14 22 24 22 21 14 8 14 14 28 3 28 22 21 25 12 19 0 12 24 18 9 9 15 18 28 9 12 28
split_gain=11.9704 17.9075 30.3195 44.9582 43.2432 32.8236 46.5679 29.4281 40.6097 38.2555 28.5491 25.9049 22.5308 22.1166 22.0239 28.8567 22.476 25.2867 19.6495 26.887 32.1725 23.6246 22.3125 23.7122 23.7361 21.0918 29.1859 25.5448 20.4336 19.2639
threshold=1.1247702637759762 0.47397977394408097 -0.11231306645560162 0.12406364661915002 0.075114308908822633 0.81069183614973972 0.038210629351599412 536.74210966613441 0.063544984838433072 0.047847867217062266 5.5000000000000009 879.50819888535455 23.500000000000004 0.20523189146550438 0.21465979038104324 0.8551005385516478 682.68414232904752 1.3642788369153391 835.26978256995199 2011.610599849296 0.42221966567246255 1.1788814298059249 230.77514655970381 238.79166666666671 1816.2999999999995 1.2891254758645829 4.5000000000000009 264.77455177716428 3086.8513656202622 4.5000000000000009
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 11 -4 7 13 12 8 -5 -9 -3 -2 -7 14 -6 16 17 -16 19 22 -21 -20 -15 -24 25 27 -27 -25 -22 -29
right_child=1 10 3 4 5 6 -8 9 -10 -11 -12 -13 -14 18 15 -17 -18 -19 21 20 28 -23 23 24 -26 26 -28 29 -30 -31
leaf_value=-0.011070112592934035 -0.014065172190831747 0.087494620349672106 0.026727605502187404 -0.17174097398528831 -0.055101235788315543 0.037238501017596924 0.14876713324870383 -0.045775673570999598 -0.040956302782844595 0.054354996038442953 0.0023443291974919182 -0.10769372338489179 -0.076139289921238307 0.022707807424693555 0.13547493613535358 0.11095467602341053 0.0073748729828199411 0.003102519363164902 -0.010182058704750878 -0.11457247958495849 -0.040066146275826865 -0.12637050554156304 -0.080776197506591332 0.048817348604955318 0.026683133086720646 0.056964258120823952 -0.026287125240769385 -0.14127909636189198 0.025489483111434515 -0.04512317778190246
leaf_weight=805 632 63 731 32 40 106 35 108 92 59 105 31 21 359 31 34 413 27 42 41 140 30 43 21 171 63 127 29 72 74
leaf_count=805 632 63 731 32 40 106 35 108 92 59 105 31 21 359 31 34 413 27 42 41 140 30 43 21 171 63 127 29 72 74
internal_value=0 0.00236252 0.000874896 0.00522979 -0.00188102 0.00356616 0.0466371 -0.0378025 -0.0747072 -0.0104002 0.0342757 -0.018443 0.018491 -0.000405092 0.0163261 0.0219837 0.0155612 0.0738533 -0.00792861 -0.00472869 -0.0334841 -0.0585939 0.00347326 -0.00960478 -0.00329473 -0.0196203 0.00131728 -0.051702 -0.017802 -0.0721962
internal_weight=0 3772 3604 2941 2210 1919 162 291 124 167 168 663 127 1757 545 505 471 58 1212 1140 253 72 887 528 485 314 190 124 212 103
internal_count=4577 3772 3604 2941 2210 1919 162 291 124 167 168 663 127 1757 545 505 471 58 1212 1140 253 72 887 528 485 314 190 124 212 103
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=13 18 27 28 20 19 2 20 26 18 26 20 17 17 11 28 13 28 19 2 3 27 20 2 8 6 18 10 22 28
split_gain=11.5819 11.3884 9.69813 16.1506 23.3867 16.1236 29.6492 18.1451 17.2147 16.9269 16.7883 18.9893 22.6313 28.635 14.6843 14.0267 18.2133 16.1853 13.6463 14.2799 18.8217 13.032 31.6006 33.3638 34.5061 28.3973 28.0898 51.6827 27.2565 22.9662
threshold=58.644280306441551 1.3928525844445845 6.5000000000000009 23.500000000000004 2.2908702833185326 0.8886416361488062 529.95045781976376 1.9078274892052522 2.5000000000000004 1.1398727987381281 1.0000000180025095e-35 3.4948616340043892 1.2061099964653925 1.0678892692465423 141.33430981954538 4.5000000000000009 71.999559787979521 11.500000000000002 1.2502614468171462 773.55388413001094 388.09291285476479 8.5000000000000018 1.6032420470089497 918.89394189873622 2803.7409200968527 496.09306078536855 1.1979621245784078 124.06398621481908 0.24113172548504117 16.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 18 6 7 9 -8 -2 15 -12 13 -13 -6 -7 17 -17 19 20 -5 -4 -23 26 25 -25 27 28 -24 -28
right_child=2 -3 21 4 14 10 8 -9 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 23 24 -26 -27 29 -29 -30 -31
leaf_value=-0.091751316560570284 -0.014142443629177173 0.007808255627751351 0.0098649307043591448 0.07086227553134615 0.058342017162719674 0.036888939118462388 -0.04841963267988629 -0.098055073618888863 -0.16615011889649475 0.088586288141086711 -0.008137861741173159 -0.038862067310569376 0.033275905773043638 -0.18370001760444471 -0.020088060659666857 -0.0058868857013294473 0.012006531537500082 -0.11452303822928418 0.12827196989208461 0.082971042727953526 -0.052739268461508421 -0.062199915941247998 0.092378560855815361 0.11931015963521625 -0.056760421538582219 0.017015525684052825 0.0089422528662944454 -0.1410359009035996 -0.049666949012981992 -0.038864612178801279
leaf_weight=27 81 20 1651 22 29 145 27 20 23 20 960 39 20 21 135 32 202 24 20 38 28 87 22 58 26 51 549 42 35 123
leaf_count=27 81 20 1651 22 29 145 27 20 23 20 960 39 20 21 135 32 202 24 20 38 28 87 22 58 26 51 549 42 35 123
internal_value=0 -0.0493855 0.000512389 -0.00496603 0.0175759 -0.00876491 -0.0377994 -0.0110323 -0.102576 0.00619988 -0.00532423 -0.0120386 -0.0588475 -0.0895553 -0.00621933 0.0120032 -0.001983 -0.0524452 0.0537093 0.0367633 0.00164541 0.00442021 -0.00463238 0.000895626 0.0467556 0.0714475 -0.00713434 -0.0568639 0.00515763 0.000191889
internal_weight=0 47 4530 1886 272 1614 171 121 50 101 1443 1040 80 60 164 403 258 56 108 88 50 2644 993 906 135 109 771 99 57 672
internal_count=4577 47 4530 1886 272 1614 171 121 50 101 1443 1040 80 60 164 403 258 56 108 88 50 2644 993 906 135 109 771 99 57 672
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=4 23 13 23 5 1 8 25 16 25 25 12 5 29 18 5 10 10 18 12 13 13 20 18 13 28 12 6 6 8
split_gain=12.3842 10.9962 15.0551 14.8533 11.4458 15.2043 11.4847 13.7535 21.4928 10.9565 19.7879 18.3297 15.9507 26.6143 43.5919 25.3772 16.9593 20.4915 15.5497 14.5535 33.9646 34.5443 36.0205 32.5911 18.8739 26.2442 18.6631 16.7329 29.7339 23.2735
threshold=1526.7346025093802 -0.37268762761324609 306.55354200988472 0.12272664207426025 255.48167862660372 404.99153905676769 307.67501888899841 -0.075197553710694101 262.85000000000008 0.8551005385516478 0.83621409331971774 903.95242695217883 129.11006214515885 65.000000000000014 1.4613606833419028 125.83419212366583 54.217794928119154 56.135479570107357 1.2351789285204284 1203.3937286156363 131.84241583799403 179.78669804111846 2.6779723462498155 1.095190017336644 61.343806901452247 12.500000000000002 1217.0575667111705 204.33226482087292 210.0431034482759 2254.6944008372584
decision_type=2 2 2 2 2 2 2 2 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 9 -4 5 6 7 -1 -9 10 12 -11 13 14 -3 -15 -14 -18 -12 20 23 22 -22 -19 25 -25 -21 29 -29 -28
right_child=-2 2 3 -5 -6 -7 -8 8 -10 11 18 -13 16 15 -16 -17 17 19 -20 26 21 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.045024200315986362 0.057619663655153808 -0.0049371652764019147 -0.0093252326051394153 -0.12302608659490943 0.079756006706626192 -0.057966052182018758 0.094951883783297886 0.12408198511227966 -0.0045853416410249637 -0.024758281044307211 -0.072778715156292653 0.05682254719547928 0.06556631623790031 -8.5909541344061978e-05 -0.1564587128293865 -0.10071435643842928 -0.09120723875239492 -0.11300455636304359 0.010047334216206391 -0.087025820367181539 0.15378321725875141 -0.01095170594913804 0.022483719311453203 0.0040389846211104702 0.012367178750258966 -0.10182450751049653 0.014108174841271201 -0.098687173730947764 -0.0030553712775475686 0.12714633233845235
leaf_weight=28 37 43 27 20 31 25 21 20 37 42 68 80 41 349 34 27 24 23 34 26 48 46 37 67 849 36 204 33 2200 20
leaf_count=28 37 43 27 20 31 25 21 20 37 42 68 80 41 349 34 27 24 23 34 26 48 46 37 67 849 36 204 33 2200 20
internal_value=0 -0.000469588 -0.00141629 -0.0577086 0.0251147 0.0121843 0.0287292 0.0123683 0.0405611 -0.000805404 -0.00166172 0.0287373 -0.000581158 -0.0182807 -0.0718428 -0.00731189 0.00161312 0.000887387 -0.04517 0.00150323 0.0110446 0.0588528 0.0966293 0.00462109 0.00746288 -0.0329618 -0.00274675 -0.0018549 -0.00446865 0.0242009
internal_weight=0 4540 4378 47 162 131 106 85 57 4331 4209 122 4107 453 77 376 3654 3613 102 3589 1106 131 85 975 952 103 2483 2457 2233 224
internal_count=4577 4540 4378 47 162 131 106 85 57 4331 4209 122 4107 453 77 376 3654 3613 102 3589 1106 131 85 975 952 103 2483 2457 2233 224
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=4 22 25 21 25 25 4 4 11 17 25 26 10 7 19 25 2 19 26 7 27 26 17 10 25 2 17 17 19 28
split_gain=10.0312 8.28251 47.0764 23.2447 21.1791 13.8507 13.3256 10.9972 27.2933 15.6123 36.0771 32.1102 11.518 14.5392 10.313 25.2642 11.4341 25.6649 21.8426 21.2983 23.7025 37.0121 32.9776 35.6346 26.6664 18.2674 17.2613 16.2411 35.5609 28.4558
threshold=1526.7346025093802 -0.33062072898640521 -0.049229174284055169 1.4238958040389351 -0.081453616424926503 -0.017601299828609536 242.32863562091507 60.32629522594798 28.83813271750401 1.8926301917379382 -0.016302784745056038 7.5000000000000009 54.217794928119154 163.04711470140589 0.69313682931459264 -0.028193938258505837 343.42446412320351 0.71134554307294695 9.5000000000000018 267.7025395077718 8.5000000000000018 1.5000000000000002 1.552067129775635 87.003610693453211 -0.046957757915772572 293.02962328982431 1.401579824993916 1.5845555042462383 0.83104840291424709 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 2 4 5 6 -4 -1 8 -3 14 11 12 -11 -14 15 -9 18 -18 25 20 22 -22 23 -19 -24 -16 -25 -21 29 -29
right_child=-2 7 3 -5 -6 -7 -8 9 -10 10 -12 -13 13 -15 16 -17 17 19 -20 27 21 -23 24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.056184243619441993 0.051857697621390635 0.0088179240804598779 -0.053839795950513629 -0.00031470200046896936 0.10406725212399448 -0.15143281425151864 0.047065349861979487 -0.068021405058007842 -0.12257686369121075 0.099121515080332762 0.12190680289006975 -0.082582319322973496 -0.046268696922131564 0.066277712987114989 -0.0078317413484606298 0.020120684479673703 0.10900784117125331 -0.13633732203161344 0.08039047073208444 -0.0010040021459514724 -0.0023392264332090106 -0.18794233633035964 0.1003807303081784 0.013833219846710564 -0.02311179788016221 0.031653592582660338 -0.066666227509809092 -0.097748185307360624 0.087327556489478986 0.056780172241005039
leaf_weight=25 37 43 26 30 28 33 25 71 25 23 35 30 22 24 287 60 21 32 46 3119 21 22 36 70 34 198 43 26 63 22
leaf_count=25 37 43 26 30 28 33 25 71 25 23 35 30 22 24 287 60 21 32 46 3119 21 22 36 70 34 198 43 26 63 22
internal_value=0 -0.000422629 -0.0222793 -0.0719838 0.0344348 -0.108426 -0.00455945 0.000412054 -0.039489 0.00104231 0.0346404 0.00378868 0.0413413 0.0124512 -3.70782e-05 -0.027651 0.000858323 -0.00121118 0.0145342 -0.00187477 -0.0295235 -0.097299 -0.0159684 -0.0431801 0.0403986 0.00828804 -0.0167993 0.000333704 0.037922 -0.0269227
internal_weight=0 4540 167 89 78 59 50 4373 68 4305 134 99 69 46 4171 131 4040 3509 531 3488 258 43 215 145 70 485 113 3230 111 48
internal_count=4577 4540 167 89 78 59 50 4373 68 4305 134 99 69 46 4171 131 4040 3509 531 3488 258 43 215 145 70 485 113 3230 111 48
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=13 18 23 22 8 14 4 10 22 13 2 14 22 4 24 0 25 18 25 23 7 23 13 10 7 2 10 3 14 18
split_gain=9.21939 9.70204 8.40592 24.0751 45.6841 16.5689 21.997 17.2123 14.4624 12.5172 30.6908 9.856 25.1153 20.2411 44.9335 18.0938 26.6015 20.3268 17.8955 22.8241 20.933 33.6557 32.727 24.8271 20.7685 20.1533 18.6368 22.6906 22.204 17.0654
threshold=58.644280306441551 1.3928525844445845 -0.37268762761324609 -0.2875135095808154 350.79952531461714 0.31747052236035495 214.21504962800728 87.003610693453211 -0.31346063217302239 306.55354200988472 794.29633560223488 0.00031009786424980465 0.16115866532530923 610.00422274448511 0.58775935708350346 350.95851479839399 0.74328894260870604 1.2847675908154816 0.57982462258625211 0.57024284623491783 1521.1132920696512 0.54898972151211045 151.14707397143198 101.85634636217516 1634.28064318989 436.73674512613269 173.84794209058916 546.62965411817743 0.0097321855571496901 1.1897580541828356
decision_type=2 2 2 2 2 2 2 2 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 8 4 5 7 -7 -4 -2 11 -11 12 -5 15 -15 -14 -17 29 19 -13 21 25 23 -23 -22 -20 27 -25 -29 -18
right_child=2 -3 3 9 -6 6 -8 -9 -10 10 -12 18 13 14 -16 16 17 -19 20 -21 24 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.083165159366197061 0.0052653579325494118 0.0087280982546508318 -0.1127708898140834 0.076089692523237329 -0.17099233444618145 0.09680357121093118 -0.031407038740871938 0.01062394641339779 0.074207714854217163 -0.13680080961097371 0.02368134721182287 0.0013098524254395144 -0.036640094654469553 -0.0030629695113748314 -0.17614009647319717 0.077746664819329292 0.0050892273677473378 0.082513101096265029 -0.0035429559986699718 -0.078798672246436274 0.094514605803070251 0.071194123114283026 -0.1342317971800055 0.016953824169933795 0.025768458921367587 0.11929028612725877 0.034064866160973907 -0.034549053350374816 -0.14293797493532853 -0.044643786573492064
leaf_weight=27 118 20 26 32 23 23 32 20 41 22 26 2951 158 40 24 43 188 24 22 36 54 37 21 50 236 34 50 63 27 109
leaf_count=27 118 20 26 32 23 23 32 20 41 22 26 2951 158 40 24 43 188 24 22 36 54 37 21 50 236 34 50 63 27 109
internal_value=0 -0.0440616 0.000457152 -0.000364432 -0.0437978 -0.0148327 0.0222083 -0.059121 0.0230429 0.000903697 -0.049873 0.00148414 -0.0101782 -0.0148891 -0.0679669 -0.00838144 0.00388468 -0.00600961 0.0034968 0.000344366 0.0193492 0.00101401 -0.014797 -0.00374801 0.0385695 0.0710344 -0.018342 -0.0370587 -0.0670657 -0.013163
internal_weight=0 47 4530 4371 124 101 55 46 159 4247 48 4199 618 586 64 522 364 321 3581 2987 594 304 248 227 290 56 190 140 90 297
internal_count=4577 47 4530 4371 124 101 55 46 159 4247 48 4199 618 586 64 522 364 321 3581 2987 594 304 248 227 290 56 190 140 90 297
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=27 28 20 16 11 7 28 28 26 20 13 19 11 13 29 22 26 3 1 13 7 11 5 20 27 18 5 7 11 26
split_gain=8.23334 13.3025 18.7083 15.0284 28.2918 14.281 35.6417 24.6319 23.5541 41.3152 23.1297 15.8452 17.9048 17.3497 15.3965 19.7618 14.9537 13.5545 13.155 17.1315 13.6077 36.9283 22.3884 18.8206 16.8091 27.7268 34.6838 39.1422 33.5404 25.9501
threshold=6.5000000000000009 23.500000000000004 2.2908702833185326 736.50000000000011 447.15702666064175 350.70736375307013 1.0000000180025095e-35 4.5000000000000009 6.5000000000000009 2.7655239847345823 105.44633501454426 1.0413700180436249 578.93946811700641 65.99474058161222 185.00000000000003 -0.0057021825812948396 1.5000000000000002 776.62014605162824 1363.3177219757313 113.70675901612117 2041.9234565266454 686.49741697416982 297.05218587323913 2.5628322488053343 8.5000000000000018 1.3570058244343033 270.04647435897442 350.70736375307013 143.94182545313268 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 8 14 10 -10 12 -9 -13 15 -7 -16 -12 20 -20 24 22 23 -22 -2 26 29 -28 -27 -26
right_child=18 2 -4 4 -6 7 -8 11 9 -11 17 13 -14 -15 16 -17 -18 -19 19 -21 21 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.12189770582498927 0.01134795567202259 0.047754142335529826 -0.0058461638031209393 -0.13176268397032151 -0.0057545253284731687 -0.06616313477002439 -0.013576158995945671 -0.021599092383112292 -0.068659724084552315 -0.13579171772884288 0.097986339300870903 -0.06726398073314202 -0.11218806076794863 -0.00073625443124712827 0.13400940602195674 0.036201717869655509 0.021611533453688027 0.011342640563559075 0.0059766911604303002 0.10174358514768463 -0.0038879902282757551 -0.13575703349709511 0.07279878364255031 -0.086239999322486771 -0.063174070933434578 -0.02633087820497293 -0.16514205429702999 -0.037946233120560648 0.027648419912614821 0.013636181024243918
leaf_weight=33 1442 108 164 28 49 21 382 80 28 23 25 42 30 588 29 185 20 65 47 31 134 25 30 35 56 173 30 125 344 205
leaf_count=33 1442 108 164 28 49 21 382 80 28 23 25 42 30 588 29 185 20 65 47 31 134 25 30 35 56 173 30 125 344 205
internal_value=0 -0.00503437 0.0154363 -0.00845453 -0.0515757 -0.00631376 -0.0221897 -0.000514023 0.0196153 -0.0131826 0.0107157 -0.0112859 -0.0463052 -0.00517144 0.0377506 0.0257665 0.0881327 0.0354103 0.00357314 0.0440379 0.00235873 -0.0212025 -0.00681119 -0.0209431 0.00458092 -0.00587787 -0.0250958 -0.0625648 0.00958571 -0.00284418
internal_weight=0 1900 272 1628 77 1551 415 1136 396 141 118 740 110 630 255 206 49 90 2677 78 2599 224 199 169 2375 933 416 155 517 261
internal_count=4577 1900 272 1628 77 1551 415 1136 396 141 118 740 110 630 255 206 49 90 2677 78 2599 224 199 169 2375 933 416 155 517 261
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=23 22 25 17 22 8 25 4 11 0 2 3 17 25 16 8 25 27 18 0 11 22 23 28 28 18 9 21 3 9
split_gain=7.84627 24.8983 34.2337 13.1344 10.6571 10.3851 9.16944 8.41452 20.7105 11.6608 17.3603 27.5144 21.4854 30.9099 18.3155 16.1505 14.8311 13.6436 25.8776 19.9521 12.8288 12.0831 26.246 21.3585 19.8454 26.6989 19.5728 33.4247 23.8423 24.3514
threshold=-0.37268762761324609 -0.33062072898640521 -0.044052029634596694 1.552067129775635 -0.40996307190214526 108.34198472509483 -0.090699305167578501 60.32629522594798 28.83813271750401 101.12803507689598 248.79150373520272 220.84038132560832 1.8375307584440213 -0.075197553710694101 294.12500000000006 329.33647899708012 0.03176986652017319 11.500000000000002 1.5965308148378592 133.64912280701756 140.55000321070727 -0.11231306645560162 -0.18083532921349607 2.5000000000000004 2.5000000000000004 1.280596271408299 158.31918370091449 1.1420895166925955 263.11269869433215 232.40083029738204
decision_type=2 2 2 2 2 2 2 2 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 -7 8 -3 16 12 14 13 -11 15 -12 -9 19 -19 -13 -18 24 23 -23 25 -21 27 -24 29 -28
right_child=1 7 -4 5 -6 6 -8 9 -10 10 11 17 -14 -15 -16 -17 20 18 -20 21 -22 22 26 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.041812278383544517 0.022009127711256349 0.007228726659749829 -0.13707317688292073 -0.012444861484691502 0.030782513855359496 0.022451888707776868 0.10181701747146812 0.10759356595575809 -0.10722914344072343 -0.15491093287075108 0.0031266477708949852 -0.06028338132769262 0.060353285006501459 -0.026370147725939753 0.12770266689005352 0.071616661157976422 -0.0027461214560689858 0.11828005998222918 -0.020170545136487042 0.03218897680441539 0.065235634775538204 0.11431894166504636 0.034096357058953357 0.020996832098303872 -0.0067378340094472388 -0.10104503967219368 -0.020044402970910768 -0.099969567395746708 -0.0014086474527010386 -0.15141787513026173
leaf_weight=42 24 43 31 20 39 24 37 20 25 22 95 57 22 125 21 54 103 27 27 21 38 34 265 88 389 53 43 20 2747 21
leaf_count=42 24 43 31 20 39 24 37 20 25 22 95 57 22 125 21 54 103 27 27 21 38 34 265 88 389 53 43 20 2747 21
internal_value=0 -0.00079311 -0.0676554 0.0216147 -0.00685923 0.0500886 0.0705914 5.0337e-05 -0.0348514 0.0006033 -0.000425711 0.000913156 -0.0318138 -0.0456075 0.0402711 0.0279485 0.0270061 -0.000851309 0.0490548 -0.00157226 0.0155752 -0.000663126 0.00151009 0.0470046 -0.0157677 -0.0632354 -0.000282654 0.0246882 -0.00281439 -0.0631513
internal_weight=0 4415 55 162 81 81 61 4360 68 4292 4131 3962 169 147 170 149 161 3792 54 3738 141 3681 3218 122 463 74 3096 285 2811 64
internal_count=4577 4415 55 162 81 81 61 4360 68 4292 4131 3962 169 147 170 149 161 3792 54 3738 141 3681 3218 122 463 74 3096 285 2811 64
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=15 22 16 19 19 21 15 17 24 15 6 14 19 19 5 16 7 0 22 16 13 7 24 13 17 28 19 7 0 0
split_gain=7.96953 25.6733 21.0138 19.521 17.1897 11.5182 11.1149 22.5212 24.169 23.9823 45.0803 33.4601 24.8728 28.0771 22.4474 28.0566 20.2473 21.7662 18.0446 28.883 34.3608 35.8681 27.0784 32.2639 25.1546 34.3253 27.6435 22.888 43.9884 22.2
threshold=2774.0500000000006 0.12513401869051324 678.57500000000016 1.261755620329154 1.0557023549666635 0.53911018459659332 1520.9999999999998 0.9229191027882665 0.81248451911533615 1807.8500000000001 175.33642690113183 0.03911951420258316 0.94179739635895521 1.0494875048233165 456.68560372577224 377.12500000000006 1986.1288926969621 848.70276497695863 0.069208724132561836 442.50000000000006 148.47275989290708 1105.5037970025428 0.22229354885079691 129.05987174744115 0.95225638158986625 1.5000000000000002 0.9300694667349132 203.76842106555179 258.47189695550361 280.95069353963089
decision_type=2 2 2 2 2 2 2 2 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 3 4 -2 -3 -4 18 8 -8 10 -9 14 -12 -14 -11 -16 17 -17 22 20 24 -22 29 27 -20 26 -26 -24 -29 -1
right_child=1 2 5 -5 -6 -7 7 9 -10 11 12 -13 13 -15 15 16 -18 -19 19 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.016944468344731088 0.14821236383007921 0.092698874076207485 -0.0040027851238846777 0.023877384686576471 0.008153468876526777 -0.083996592834591877 0.0084688197147655998 -0.14541660062968731 0.11740437840254835 0.0022844438316863475 0.083898200690746313 0.083735059874086859 -0.12648018672397096 -0.020707977468567354 -0.096585967944702145 -0.014303085793990915 -0.05819591120542849 0.089214885869511859 -0.0059147108105313895 0.062916019290596967 -0.069900028059813893 0.074653808116203257 -0.01330099159138317 0.039962119955776469 -0.12709039804481326 0.045004769088289542 0.0081232106865004265 -0.22106941820714965 -0.052386116515845065 -0.00703878639609743
leaf_weight=550 23 27 36 28 220 36 94 34 26 536 20 41 28 242 56 82 68 27 317 105 94 21 47 36 21 340 54 22 52 1294
leaf_count=550 23 27 36 28 220 36 94 34 26 536 20 41 28 242 56 82 68 27 317 105 94 21 47 36 21 340 54 22 52 1294
internal_value=0 0.0140706 0.0035381 0.07995 0.0173953 -0.0439997 -0.00123749 -0.00912518 0.0320715 -0.0134846 -0.0364783 -0.00428715 -0.0237062 -0.0316769 -0.00898014 -0.0348935 -0.015375 0.011339 0.00211205 0.0134451 0.00731233 -0.0435032 -0.00327978 -0.0431472 0.0152956 0.0314973 -0.0297366 -0.067874 -0.102535 0.00011457
internal_weight=0 370 319 51 247 72 4207 1254 120 1134 324 810 290 270 769 233 177 109 2953 952 847 115 2001 157 732 415 75 121 74 1844
internal_count=4577 370 319 51 247 72 4207 1254 120 1134 324 810 290 270 769 233 177 109 2953 952 847 115 2001 157 732 415 75 121 74 1844
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=13 21 11 10 24 18 22 18 11 4 4 13 8 3 17 25 15 16 13 10 18 27 22 18 13 18 22 22 10 18
split_gain=6.99653 11.9759 8.4614 31.2784 59.7755 46.3756 29.0826 29.851 23.0765 22.3786 26.5936 35.5754 25.1766 35.7887 25.0478 22.5227 21.9741 19.6014 28.5875 41.8001 18.8544 18.8037 20.4301 21.8864 18.746 19.2947 18.9584 26.6287 31.9936 18.0884
threshold=58.644280306441551 0.60256853944917321 171.60833333333338 69.563438773095996 -0.058270505122229255 1.3238841276124034 -0.31346063217302239 1.3262090569730798 185.72635427333012 255.00482495718313 224.81137730471994 133.04209798762705 162.33337268791817 284.1273702227769 0.98944035684757081 0.77862303730073168 666.50000000000011 156.50000000000003 93.000298210735608 177.81560421525441 1.2578372214481208 5.5000000000000009 0.312080093518811 1.093658453599893 326.4815800473736 1.0824217298827867 0.22706154950659796 -0.002933973038925048 382.73956551488203 1.0182120476542293
decision_type=2 2 2 2 2 2 2 2 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 9 4 -4 -6 -5 17 -9 10 -2 14 -11 -14 15 -12 -15 18 20 -20 -8 -19 24 -24 25 26 27 29 -29 -23
right_child=2 -3 3 6 5 -7 7 8 -10 12 11 -13 13 16 -16 -17 -18 21 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.013179987875501748 0.0071703081237541781 -0.087799615661303204 0.038148313690908257 -0.091536223377500267 -0.047757827253857008 -0.25393966171890497 0.035916618080366225 -0.032646433488294789 0.018271568281595242 -0.027823700179656349 -0.010731692699482666 -0.15353875004432418 0.11533561519214086 -0.051168240936739107 0.0068713892728090283 -0.12937679240712896 0.032636207765820678 -0.0196680309516063 -0.21631143122911453 -0.028391472057535734 -0.07671863741200903 -0.038304487849567456 0.022812904825522787 -0.06559850044459814 -0.083076870360452193 0.013729048992838026 0.056261178220693889 -0.036713775823868457 -0.19038328066468241 0.055048936733177734
leaf_weight=23 722 24 32 35 24 20 42 98 970 75 32 22 49 35 125 32 295 577 20 29 23 51 42 84 23 950 26 42 20 35
leaf_count=23 722 24 32 35 24 20 42 98 970 75 32 22 49 35 125 32 295 577 20 29 23 51 42 84 23 950 26 42 20 35
internal_value=0 -0.0383841 0.000398245 -0.00247279 -0.0658452 -0.141477 -0.000902425 0.00014381 0.0135993 0.00690413 -0.00195653 -0.0331867 0.0251133 0.035589 -0.0191775 -0.0700542 0.0237479 -0.00717314 -0.0474176 -0.105093 -0.00393893 -0.0046932 0.00209429 -0.036128 0.00629308 0.00812182 -0.0224924 -0.0363274 -0.0862846 -0.000311815
internal_weight=0 47 4530 3143 76 44 3067 3032 1068 1387 933 211 454 379 189 64 330 1964 114 49 65 1850 1273 126 1147 1124 174 148 62 86
internal_count=4577 47 4530 3143 76 44 3067 3032 1068 1387 933 211 454 379 189 64 330 1964 114 49 65 1850 1273 126 1147 1124 174 148 62 86
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=12 21 24 21 22 6 0 22 8 20 8 10 25 19 29 2 2 2 21 12 10 18 10 14 16 16 23 5 29 29
split_gain=7.61644 30.6797 37.8371 26.2871 18.6284 17.6678 22.3003 30.0654 24.37 23.3273 20.3283 26.8929 17.5972 15.5347 14.6852 14.6172 13.2953 25.5583 29.0754 21.3711 20.1114 24.911 31.9679 23.6931 31.634 21.6723 23.8988 15.241 23.2867 20.7818
threshold=1988.1905594405596 0.30544186024566966 0.72227667479346935 0.17608928776059041 0.20032332951205506 893.39123820607153 835.26978256995199 0.17028505463352442 2397.7000000000003 2.4258158413606741 2851.2380952380959 158.17117735051002 0.43995361482139245 1.202672224618287 105.00000000000001 1426.8175993989832 395.3829896402587 248.79150373520272 0.61841338436542881 2757.3388557353715 129.84504592732679 1.1646501719143976 116.3898249823509 0.00049848968771477918 379.50000000000006 350.42500000000007 -0.17502885972834017 991.16542052016314 200.00000000000003 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 2 4 -4 -2 6 8 12 -1 15 13 -12 -8 -10 -7 -9 17 18 -3 -19 21 -18 25 -24 -25 26 -23 -22 29 -29
right_child=1 16 3 -5 -6 14 7 9 10 -11 11 -13 -14 -15 -16 -17 20 19 -20 -21 27 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=8.6766341016612764e-05 -0.058040166775817463 -0.13301532331854105 -0.095759787447750572 0.045877692024958762 -0.18274244512617588 0.016626432773403147 -0.042075232397764922 -0.1915585630759597 0.096254550097189084 -0.010547037726199186 -0.066607511244141146 0.046272556645714724 0.088990359948504544 0.03057643411583022 0.084982611518353235 -0.073436485061591325 0.015387491762012871 0.0022548049782821233 0.028749586731195449 0.078428767004810704 0.0086443718588100262 -0.15620220927965076 -0.039461565070918636 -0.054255561679601674 -0.23211502518504856 -0.0036503191030693842 -0.028696694384728161 -0.020721433238383938 0.037767319359323565 -0.12836806833230216
leaf_weight=2315 23 20 20 38 25 110 20 20 58 27 39 46 21 95 44 22 143 69 25 79 811 21 49 20 20 238 49 47 34 29
leaf_count=2315 23 20 20 38 25 110 20 20 58 27 39 46 21 95 44 22 143 69 25 79 811 21 49 20 20 238 49 47 34 29
internal_value=0 -0.00516087 -0.0573144 -0.00296282 -0.122989 0.0032244 0.00131993 -0.0427659 0.00321944 -0.0830659 0.0336906 -0.00551947 0.0250559 0.055474 0.0361568 -0.129685 -0.0018185 0.0228492 -0.0431459 0.0429152 -0.00507713 -0.0203996 -0.0332901 -0.086079 -0.143185 -0.0180362 -0.0669483 0.00390672 -0.0310227 -0.0617971
internal_weight=0 1760 106 58 48 2817 2663 110 2553 69 238 85 41 153 154 42 1654 193 45 148 1461 540 397 89 40 308 70 921 110 76
internal_count=4577 1760 106 58 48 2817 2663 110 2553 69 238 85 41 153 154 42 1654 193 45 148 1461 540 397 89 40 308 70 921 110 76
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=12 13 1 16 13 22 0 14 13 20 12 0 13 1 16 16 2 1 22 20 19 12 18 24 12 12 1 5 0 12
split_gain=6.16932 27.8155 25.495 24.8658 34.4399 24.7312 24.2423 32.4489 23.7886 34.2506 19.758 17.5128 24.0892 23.3189 20.6826 17.2245 18.3424 23.4998 16.9414 15.6575 24.8267 15.4429 14.8186 22.3612 22.1778 22.0184 21.9665 18.1826 20.9603 15.85
threshold=1988.1905594405596 122.16484738225189 1057.2384631708919 156.50000000000003 93.000298210735608 0.13126764038645261 275.36537050623627 0.038210629351599412 177.78223118370798 2.7997117128216993 2658.7757196679686 835.26978256995199 64.998499624906245 908.19076884411368 686.62500000000011 237.95000000000002 357.82160847032452 467.25846022675876 0.20032332951205506 2.888659992991482 1.0099982663333185 1136.8600058510031 1.512738285502498 -0.0029542346997222381 1664.3161748669995 1474.5576364565547 314.43713496669341 115.50480517196459 121.0874125874126 343.73776409386988
decision_type=2 2 2 2 2 2 2 2 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 8 4 -2 -6 7 -5 9 -3 -9 13 -13 14 22 16 -8 -18 21 -17 -21 -11 23 24 -1 27 -26 28 -24 -25
right_child=3 2 -4 6 5 -7 15 10 -10 18 -12 12 -14 -15 -16 19 17 -19 -20 20 -22 -23 25 29 26 -27 -28 -29 -30 -31
leaf_value=-0.01567140789081653 0.050848482125862085 0.055155845851138023 0.096396484838928598 -0.024841230121605537 -0.023702168996844974 -0.14901128622392815 0.021447339517374833 0.026775118069989341 -0.011014505206840114 -0.088128877069913986 0.12266433494673534 -0.12953851673131186 -0.016513777282935651 0.026948605691744149 -0.081491174965220348 -0.0055265615939287605 -0.14359398544100779 -0.027866974419745755 0.050803624530090019 0.10340966096946172 -0.0013401232892647386 -0.00098867529897757301 0.00068023960821197505 -0.075481043805678688 -0.16524755775928499 0.078078360679437936 -0.035161599561710048 0.016882044458648583 -0.09409845176019839 -0.0018574012292617093
leaf_weight=90 22 226 43 51 28 36 30 42 200 33 44 24 88 276 34 1333 28 47 32 35 64 53 70 30 25 46 27 329 35 1156
leaf_count=90 22 226 43 51 28 36 30 42 200 33 44 24 88 276 34 1333 28 47 32 35 64 53 70 30 25 46 27 329 35 1156
internal_value=0 0.00290196 0.0222699 -0.00464478 -0.0570861 -0.0941885 -0.00195066 0.0383568 0.0164106 0.0323555 0.0758347 -0.00219624 -0.0407334 -0.000158396 -0.00422003 -0.00554346 -0.0446377 -0.0710717 -0.011313 -0.00267691 0.0356926 -0.0344262 -0.00276692 -0.00820976 -0.0457111 0.0122916 -0.0977029 0.00531881 -0.0309127 -0.00371972
internal_weight=0 2817 587 1760 86 64 1674 137 544 344 86 2230 112 2118 1842 1537 105 75 118 1432 99 86 1808 1328 142 480 52 434 105 1186
internal_count=4577 2817 587 1760 86 64 1674 137 544 344 86 2230 112 2118 1842 1537 105 75 118 1432 99 86 1808 1328 142 480 52 434 105 1186
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=23 17 10 7 7 17 17 16 12 8 10 10 28 20 15 23 15 13 29 7 9 12 6 10 10 6 29 0 23 28
split_gain=6.12488 16.1943 10.1606 9.61297 37.8366 14.9352 22.8949 14.5276 18.053 18.009 11.4516 14.8195 9.69884 13.833 9.51924 33.3783 23.997 20.5712 20.4631 19.5807 23.4469 28.9255 17.5447 15.8558 17.384 16.4938 18.7991 21.6644 22.4639 23.1573
threshold=-0.38964399409016293 1.552067129775635 59.080056678640069 120.39035242861404 127.31162071426131 2.144075773547466 1.9314743737345654 208.20000000000002 1038.2480495022871 149.01896840369315 52.458504027826443 55.39758460859165 11.500000000000002 0.7470385073596929 393.50000000000006 0.025656930954151471 532.1499999999993 159.96147156536134 170.00000000000003 392.10213059781228 158.31918370091449 694.66586109217769 237.60879617997043 69.563438773095996 82.155869571205884 132.82131017791804 200.00000000000003 428.50350706621765 -0.060252294496635779 12.500000000000002
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=1 2 -1 7 -5 6 10 8 9 -2 -6 -12 13 -10 15 -13 17 18 -16 23 21 -21 -20 -18 -25 -26 -27 28 -28 -30
right_child=3 -3 -4 4 5 -7 -8 -9 12 -11 11 14 -14 -15 16 -17 19 -19 22 20 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-0.064470945239067087 -0.015806205513887107 0.054300924028519174 0.014148674175764124 0.11045327994131274 0.052536958856508137 -0.079092298075556761 0.075311912257457148 -0.079342368029756472 -0.0019926640690992709 -0.12057705280326664 -0.061799346823245283 -0.0011831654607258896 -0.017782533207848186 0.10546667706966401 0.010414309255730619 -0.13119154026824983 -0.091986946202814585 -0.044444184637430946 0.037214985339721639 0.14152530103759922 -0.00056065684727145187 0.021348582349526097 0.11691141911643617 0.040050788503140214 -0.10363986422651744 0.0047918467439460356 0.0014559258701940063 -0.073317744147576649 -0.026902956681119073 -0.15622715886682273
leaf_weight=25 75 71 48 31 40 24 40 36 23 21 40 94 31 25 116 25 27 33 67 23 2780 155 47 55 22 260 189 89 45 20
leaf_count=25 75 71 48 31 40 24 40 36 23 21 40 94 31 25 116 25 27 33 67 23 2780 155 47 55 22 260 189 89 45 20
internal_value=0 0.0202967 -0.0127759 -0.000659312 0.000381716 -0.000432462 2.05824e-05 -0.0214897 -0.00958861 -0.0387248 -0.000709161 -0.00123029 0.0258174 0.0539757 -0.000631632 -0.0284958 0.000212523 0.0293903 0.0399839 -0.00188127 0.00169219 0.036877 0.0700723 -0.0168322 -0.0138481 -0.0185912 -0.0154882 -0.0308609 -0.0159843 -0.066695
internal_weight=0 144 73 4433 4222 4191 4167 211 175 96 4127 4087 79 48 4047 119 3928 263 230 3665 2958 178 114 707 680 625 603 343 254 65
internal_count=4577 144 73 4433 4222 4191 4167 211 175 96 4127 4087 79 48 4047 119 3928 263 230 3665 2958 178 114 707 680 625 603 343 254 65
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=15 22 15 19 28 21 14 14 14 11 22 25 28 25 25 9 21 17 28 21 8 0 28 19 29 22 18 29 25 29
split_gain=5.88158 17.0744 16.521 15.3768 12.5763 11.0307 9.58179 23.364 22.0053 35.2285 20.9483 30.5035 23.1199 20.664 29.0443 36.4908 19.5196 19.1276 18.9529 36.8247 17.1937 29.599 23.629 28.2929 21.9618 24.6693 18.7995 23.4923 17.6318 23.5185
threshold=2774.0500000000006 0.12513401869051324 2884.8500000000004 1.2691877372271889 21.500000000000004 0.55336568065594005 0.050297357148676274 0.098623023371553667 0.11001051154248224 306.55595141047934 0.11742768182379325 0.098748538676685649 1.0000000180025095e-35 0.34700943811961493 -0.018933316092265676 140.9608321722387 0.58494285789819211 0.90861291129288269 6.5000000000000009 0.88544456298961027 318.26710670207785 295.95929389589685 1.0000000180025095e-35 1.1153181697676726 65.000000000000014 -0.099519535744929707 1.1997466217510839 50.000000000000007 0.025186708501178514 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=6 3 4 -2 -3 -4 10 13 9 -9 12 -12 -1 14 15 -8 -17 -10 19 -16 22 26 23 -19 25 -24 -22 -28 -23 -30
right_child=1 2 5 -5 -6 -7 7 8 17 -11 11 -13 -14 -15 18 16 -18 20 -20 -21 21 28 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.10461128676200615 0.12181032729148865 0.064888994101314781 -0.0016949693956010538 0.011969995769098976 -0.016881090057668864 -0.064165656787879541 0.10894652012558211 -0.014451570833722753 -0.091593307172032928 -0.16770195171236993 0.066942704052780758 -0.0034354188191298139 -0.018690853889900206 -0.050059838724486973 0.046743976251116731 -0.11056715122495707 -0.009097704075809036 0.11316766773953157 0.076323870141905822 -0.089237779813508195 -0.0056106616036388389 0.012470042260041718 -0.15634806901216508 -0.014914914837905338 -0.0087118186339313029 -0.0048204710263581507 0.012368300148787406 0.12996876129918561 0.018054064479656518 -0.078148595150560149
leaf_weight=34 25 62 197 26 27 33 21 60 22 20 64 1632 397 34 117 26 70 34 132 24 29 538 22 35 698 21 26 49 48 54
leaf_count=34 25 62 197 26 27 33 21 60 22 20 64 1632 397 34 117 26 70 34 132 24 29 538 22 35 698 21 26 49 48 54
internal_value=0 0.0120877 0.00349828 0.0658133 0.0400823 -0.0106582 -0.00106309 0.00376293 -0.00159991 -0.0527642 -0.00578247 -0.000779641 -0.0254688 0.0247084 0.0312266 -0.010459 -0.036579 0.000997258 0.0490919 0.0235981 0.00230806 0.0132833 -0.00777291 0.0481982 -0.0129848 -0.0823462 0.0627628 0.0892006 0.0052429 -0.0328768
internal_weight=0 370 319 51 89 230 4207 2080 1656 80 2127 1696 431 424 390 117 96 1576 273 141 1554 744 810 69 741 43 104 75 640 102
internal_count=4577 370 319 51 89 230 4207 2080 1656 80 2127 1696 431 424 390 117 96 1576 273 141 1554 744 810 69 741 43 104 75 640 102
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=0 12 20 25 2 15 16 7 29 0 3 14 2 0 26 3 25 14 6 6 18 14 14 19 19 18 0 6 2 15
split_gain=5.93832 16.5709 12.3962 14.1918 11.755 17.7461 25.2936 16.5112 22.947 25.8556 19.6387 19.4198 19.4498 19.5251 16.41 16.3433 22.5509 16.3132 14.1754 19.736 12.7613 12.7577 17.9982 17.4654 12.7471 12.4126 13.8216 12.2912 10.4526 9.78641
threshold=101.12803507689598 647.03537424685794 3.4285365644254315 0.1206883822392668 248.79150373520272 540.50000000000011 206.10000000000005 267.7025395077718 65.000000000000014 280.95069353963089 463.10357983967759 0.050297357148676274 438.82018886225541 301.51949763787792 6.5000000000000009 125.04070156485754 -0.075197553710694101 0.2361922364689911 204.33226482087292 216.95561148601828 1.4895265340137149 0.27121001979326681 0.10684243659864968 0.86056668721085028 1.4067210761514595 1.6634913966959968 220.54342802512977 138.33750790573615 436.73674512613269 427.50000000000006
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=1 -1 3 -3 15 6 25 8 9 -7 11 -10 13 20 18 -2 -17 29 21 -20 -13 22 -8 -23 27 26 -6 -18 -21 -16
right_child=4 2 -4 -5 5 7 14 -9 10 -11 -12 12 -14 -15 17 16 24 -19 19 28 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0055113387680440044 0.013323666664461296 0.070679013722616688 0.093323777125854254 -0.041664937138557435 0.15655388588085772 -0.0076086461357772351 0.05492593115195632 0.00033148446097477273 -0.086372737565802216 -0.16307368408078735 -0.097953991234302526 0.046860015135386901 0.022188322583812922 -0.096288135805816369 0.023367728266332832 -0.13510466342103547 -0.049743305643399557 -0.012418153461737511 -0.11758186607198283 -0.03253923775497037 -0.047786968254617285 0.11372272324562074 -0.064976017750919823 -0.0022723264957743663 -0.090664469730108985 -0.0030906642277841456 0.058467536558415384 0.026195680805818834 0.041571585647761825 0.10045044975355269
leaf_weight=135 75 23 38 22 20 20 21 3371 27 23 25 29 174 33 28 23 39 39 22 71 28 25 31 27 24 20 51 47 26 40
leaf_count=135 75 23 38 22 20 20 21 3371 27 23 25 29 174 33 28 23 39 39 22 71 28 25 31 27 24 20 51 47 26 40
internal_value=0 0.0161067 0.0512686 0.0157553 -0.00080552 0.000356929 0.019819 -0.00183973 -0.0222273 -0.0907644 -0.0129011 -0.00559415 0.00266729 -0.0350734 0.00694753 -0.0240042 -0.0450537 0.0391402 -0.0084992 -0.0320691 0.00036676 0.0184702 -0.0165541 0.0534945 -0.0262249 0.0664957 0.0860975 -0.00824177 -0.0126745 0.0687105
internal_weight=0 218 83 45 4359 4151 421 3730 359 43 316 291 264 90 330 208 133 107 223 119 57 104 52 52 110 91 71 86 97 68
internal_count=4577 218 83 45 4359 4151 421 3730 359 43 316 291 264 90 330 208 133 107 223 119 57 104 52 52 110 91 71 86 97 68
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=11 10 4 28 22 5 21 19 24 3 14 10 19 19 4 14 17 21 12 14 24 23 14 28 14 22 24 14 14 10
split_gain=6.19373 24.9129 50.9709 30.0343 21.2714 19.5956 16.0772 19.236 15.4876 14.8712 16.2201 13.408 15.5603 37.7287 18.7949 23.8728 18.4604 17.7324 14.3027 14.2006 15.5207 13.4369 16.8031 13.0738 12.6928 17.147 15.8605 22.2803 22.1413 22.0039
threshold=171.60833333333338 69.563438773095996 506.24580138736775 6.5000000000000009 -0.31346063217302239 169.73473701107608 1.1356065240726176 1.0332623730099877 0.027476014317601511 284.1273702227769 0.27385372986595974 78.04479178523907 0.86056668721085028 0.84628060239663638 373.60882793017464 0.12517235001243726 1.5625258501039483 0.8029696193289918 2813.8531943219846 0.032974388705341452 -0.048224307615204305 0.041443311304444085 0.08017694882831182 9.5000000000000018 0.00064404941036497892 0.25326343365068127 0.5783970082184674 0.042467262419018832 0.070389869977393466 270.50731143125068
decision_type=2 2 2 2 2 2 2 2 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 -3 -1 11 8 -8 10 -7 -6 13 14 19 -16 24 -17 -19 -13 -21 -22 -23 -11 25 -14 27 -26 29 -29
right_child=1 4 -4 -5 6 9 7 -9 -10 23 -12 12 16 -15 15 17 -18 18 -20 20 21 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00086492454199804843 -0.19519292215028636 -0.078582529925874306 0.045235290192067623 -0.034402083955882561 0.054454355196255015 0.14194644766605713 0.038870464691458502 0.0023446530760265886 0.13819514587521553 -0.0004955194586028273 0.021842354471268862 -0.10248659768571647 0.0055317341650247967 -0.14205578993260862 0.11162901046601209 -0.065705343299815741 0.09519122287631035 -0.024533517017132706 0.075790309890483826 -0.085362407712325949 0.020169297640362904 0.015059407055377961 -0.10866274370447448 0.043512423878081713 -0.014028845167463812 -0.039855362813028955 0.020748956031659729 -0.0066299971064616896 0.0013396213977171531 0.070651173711486978
leaf_weight=1094 26 35 29 21 41 22 73 150 20 156 23 26 152 25 22 31 20 27 30 31 74 21 23 119 842 184 359 58 742 101
leaf_count=1094 26 35 29 21 41 22 73 150 20 156 23 26 152 25 22 31 20 27 30 31 74 21 23 119 842 184 359 58 742 101
internal_value=0 -0.00245958 -0.0590215 -0.12335 -0.00106706 0.00550187 -0.00017812 0.0244985 0.0602306 0.0272684 0.0805599 -0.00231284 -0.00315368 -0.024266 -0.0139336 0.0184571 -0.000491018 -0.00483592 0.0282685 -0.0342934 -0.022394 -0.00585142 -0.0496135 0.0185479 -0.00127594 -0.0193231 0.00160886 -0.00233337 0.00859626 0.0424606
internal_weight=0 3163 76 47 3087 1414 3052 243 93 320 45 2809 2768 310 285 110 2458 88 57 175 149 118 44 275 2438 336 2102 1743 901 159
internal_count=4577 3163 76 47 3087 1414 3052 243 93 320 45 2809 2768 310 285 110 2458 88 57 175 149 118 44 275 2438 336 2102 1743 901 159
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=28 28 26 22 26 12 19 10 15 19 25 19 28 25 14 14 29 8 8 8 24 14 24 26 10 16 24 24 10 16
split_gain=5.68657 17.872 29.0867 19.3216 17.0196 28.4284 30.6499 31.9782 22.0233 24.0503 22.0067 21.3837 17.7959 22.6901 17.5988 17.5118 19.0883 15.0054 29.6172 34.9072 14.497 15.5585 14.2358 14.0003 15.5451 13.7777 17.0304 34.8308 24.2314 41.6557
threshold=5.5000000000000009 6.5000000000000009 26.500000000000004 -0.16225456398687099 7.5000000000000009 742.15154355110838 0.79614296876154078 120.79458887545347 1238.1499999999999 1.1330368732236533 0.83621409331971774 0.98862042601456823 3.5000000000000004 0.010029262293029299 0.25084476715114579 0.20923442906574397 170.00000000000003 614.8568028255529 894.02647551808218 1688.2580645161293 0.91824369002586803 0.00023853681865369588 -0.0076061542868431269 19.500000000000004 275.00483863078597 130.37500000000003 0.45755688110095361 0.12968495678173858 179.10382892491472 395.90000000000003
decision_type=2 2 2 2 2 2 2 2 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 3 -3 -2 10 -6 7 14 12 11 25 -10 15 -14 -7 16 -8 -5 -19 -20 21 -12 -4 24 -13 -1 27 -27 29 -29
right_child=1 2 22 17 5 6 8 -9 9 -11 20 23 13 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.013711938628488605 -0.091635411332656708 -0.0022038676298564994 0.01744658394205955 0.028143496933308518 -0.11550672128796578 0.036680753466983636 0.045418892345494698 -0.17126255270448471 0.023766179911085761 0.016965353647794792 -0.14006027983767647 -0.057854393707669309 0.05048532507249287 -0.071076107878402323 -0.088671522552058818 0.0057636349303980495 0.15110809642076495 -0.11799894379219041 0.065660967087605979 -0.052068439484847823 0.022524776580658826 -0.025294464936962836 0.11181861917403611 -0.032359917933503408 -0.17685526268822807 0.025656713018613542 0.038486381718888879 -0.015593771996542015 0.0087467934804602125 -0.13924763219224082
leaf_weight=170 41 2392 31 55 25 24 54 21 29 102 21 23 28 34 21 56 25 32 40 68 22 27 33 39 21 537 275 112 183 36
leaf_count=170 41 2392 31 55 25 24 54 21 29 102 21 23 28 34 21 56 25 32 40 68 22 27 33 39 21 537 275 112 183 36
internal_value=0 -0.00294953 -0.000423776 -0.0292345 0.00421227 -0.0115594 -0.00611143 -0.0693678 0.00404653 -0.0181634 0.00993706 -0.0501556 0.028173 -0.0161774 -0.021817 0.0485414 0.0788648 -0.0161143 -0.0335013 -0.00846496 -0.0446953 -0.0755045 0.0661072 -0.0759837 -0.11465 0.0128497 0.0168002 0.00992961 -0.0155854 -0.0456717
internal_weight=0 2692 2456 236 1885 502 477 66 411 214 1383 112 197 62 45 135 79 195 140 108 70 48 64 83 44 1313 1143 868 331 148
internal_count=4577 2692 2456 236 1885 502 477 66 411 214 1383 112 197 62 45 135 79 195 140 108 70 48 64 83 44 1313 1143 868 331 148
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=15 22 16 15 12 12 17 6 17 15 17 25 15 25 6 29 22 10 29 12 26 8 16 22 12 1 22 25 25 17
split_gain=4.91321 13.8297 14.4112 11.5851 9.37319 15.5682 12.747 8.8277 12.4833 8.35087 16.5227 18.4576 17.8111 36.3954 26.9892 26.2453 26.1807 19.7312 20.3426 19.0052 18.9506 16.7091 16.056 14.2906 13.6631 24.1789 22.3821 13.585 34.4023 15.6918
threshold=2774.0500000000006 0.12513401869051324 678.57500000000016 2884.8500000000004 2049.9976467457241 2734.0390274362294 0.99351323098263378 490.69056134494645 1.0124851462938311 1520.9999999999998 0.9229191027882665 0.76055138493090524 1807.8500000000001 0.75505285084089369 173.6801017511356 125.00000000000001 0.21246151324549017 124.06398621481908 35.000000000000007 923.68639379420449 11.500000000000002 1996.7857142857144 407.60000000000014 0.21863860429457174 2239.2798687054587 879.94166105932061 0.07219199354248898 0.30850819969179449 0.51115091280305391 0.98944035684757081
decision_type=2 2 2 2 2 2 2 2 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 3 7 6 -6 -5 8 -3 -1 11 -11 13 15 -15 17 19 -12 -19 -14 27 -13 -20 -18 26 -26 -17 -21 29 -29
right_child=1 2 -4 4 5 -7 -8 -9 -10 10 12 21 16 14 -16 24 23 18 22 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0019316891614495472 0.059400060141057365 0.023225205019116402 -0.036049902361507222 0.048294577262704336 -0.069573685335807309 0.023004445773275459 -0.024450252415278022 0.0046632038994825313 0.12975418550724335 -0.0029011287168444447 0.083946264215878086 0.14623723492026328 0.11490108008895601 -0.19399686103517361 -0.039070286148268248 -0.019439013053973518 -0.077218918731835284 0.022661247086666881 -0.0014799959681652212 0.049453500225482616 0.099205224526425217 0.023606992512941363 -0.11053663682606485 -0.011259484607414588 0.024037778812150162 -0.11119962874799967 -0.14900214786330859 -0.026089716588224593 0.022650860247585568 -0.14301230485805058
leaf_weight=2953 51 22 72 63 39 34 39 28 22 75 28 20 21 22 23 24 35 84 27 51 24 25 27 534 39 20 30 24 99 22
leaf_count=2953 51 22 72 63 39 34 39 28 22 75 28 20 21 22 23 24 35 84 27 51 24 25 27 534 39 20 30 24 99 22
internal_value=0 0.0110478 0.00331755 0.0147931 0.000901577 -0.0264551 0.0204804 0.0485572 0.0764897 -0.000971643 -0.0078086 0.0274778 -0.0115426 -0.0313583 -0.114812 -0.017898 -0.00361634 0.00740718 -0.0081225 0.0240082 0.0153321 0.0781093 -0.0560083 -0.0153167 -0.0550719 -0.0218054 -0.0914185 0.00506194 -0.0105516 -0.0820092
internal_weight=0 370 319 247 175 73 102 72 44 4207 1254 120 1134 324 45 279 810 166 138 241 220 45 54 569 113 59 54 196 145 46
internal_count=4577 370 319 247 175 73 102 72 44 4207 1254 120 1134 324 45 279 810 166 138 241 220 45 54 569 113 59 54 196 145 46
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=2 0 16 4 0 2 22 22 15 10 16 1 1 0 22 2 10 16 25 24 13 13 23 23 16 16 0 2 13 24
split_gain=5.17121 19.9204 22.7868 19.316 18.0563 18.4125 23.1698 15.1766 13.9584 17.1172 24.8 23.9977 25.7148 15.829 14.0636 13.7829 18.5482 18.5184 13.7054 12.9788 12.3286 37.6912 15.7622 16.9719 28.4691 19.6662 17.2563 18.4518 15.414 15.3823
threshold=707.47605714726876 545.05895084576093 475.52500000000003 616.39074517906522 251.2419008274274 865.91335164920895 0.36342607485582656 -0.31346063217302239 2160.6500000000001 297.91633334460499 442.50000000000006 645.15968005191723 679.82240406687686 536.16516808799918 0.048848404434010624 687.1943185399756 205.34765606595997 554.07500000000016 0.018010516113855117 -0.04059325978144316 152.46221806950896 154.16097473431032 -0.30513993501536013 -0.11739444632112704 457.50000000000006 365.07500000000005 286.00666666666672 552.37989778217036 129.05987174744115 0.081436477150532732
decision_type=2 2 2 2 2 2 2 2 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 -3 -2 6 8 -7 9 11 18 13 -13 -6 -12 17 -17 20 -11 -9 28 -22 -23 24 26 -25 -24 -28 -1 -27
right_child=4 2 -4 -5 5 7 -8 19 -10 10 14 12 -14 -15 -16 16 -18 -19 -20 -21 21 22 23 25 -26 29 27 -29 -30 -31
leaf_value=-0.00085953619657470166 -0.061939843507801622 -0.14194130172332128 0.035851636901497841 -0.01857747176492756 0.0020903420530315213 -0.066689560836290615 0.12158028476617554 0.061956181530566784 0.073438696563243866 -0.066453235884281731 0.050914444771063119 -0.13223104792198651 0.0012572102128498017 0.088014250962684559 0.1437904458735948 -0.00091418682996715825 -0.11241942401617194 0.067165147569030526 0.022434956864340279 -0.00057321906116871509 -0.14716477028670766 0.036679823212926427 0.057556588156148794 -0.017170929590701687 -0.14898222036983655 0.0076947348813215903 -0.079613737876598659 0.029636535673258052 0.029730717279784546 0.12091394720599057
leaf_weight=1735 41 30 20 22 201 34 22 34 40 22 56 27 31 24 23 35 26 40 82 1401 21 62 20 199 23 30 52 22 182 20
leaf_count=1735 41 30 20 22 201 34 22 34 40 22 56 27 31 24 23 35 26 40 82 1401 21 62 20 199 23 30 52 22 182 20
internal_value=0 -0.00301146 -0.0548599 -0.0897489 0.00375176 0.00510046 0.0211167 -0.000656239 0.0167488 0.0118827 0.0357163 -0.0035292 -0.0608839 0.0112556 0.0779543 -0.00149825 -0.048441 -0.000308094 0.00363169 0.000908314 -0.00144881 -0.0163643 -0.00994653 -0.017845 -0.0492596 -0.00308391 -0.0248593 -0.0471339 0.0020447 0.0529824
internal_weight=0 2539 72 52 2038 1997 528 1469 506 466 183 283 58 225 79 2467 61 2406 104 1435 2366 449 428 366 117 249 94 74 1917 50
internal_count=4577 2539 72 52 2038 1997 528 1469 506 466 183 283 58 225 79 2467 61 2406 104 1435 2366 449 428 366 117 249 94 74 1917 50
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=11 7 6 3 13 10 20 22 20 21 20 20 11 21 10 19 25 6 17 6 6 11 19 6 2 22 7 7 11 3
split_gain=5.47033 28.1777 17.4127 22.9762 14.9781 14.305 29.8262 20.2261 15.4876 14.0475 13.6064 27.4424 12.3839 12.316 18.1959 15.0287 18.3837 11.099 26.2378 26.0796 25.4275 21.4532 19.198 33.5401 17.3175 16.765 16.66 21.9026 17.3962 16.6783
threshold=178.041380482829 188.52038280581698 175.33642690113183 255.46431525437626 83.996489850846714 73.402810650887588 1.8397219393397928 -0.31346063217302239 1.6609850338981518 0.49745479744290083 2.8783485849532906 2.5952645658234625 165.06603889310551 1.1356065240726176 78.04479178523907 1.0332623730099877 -0.019911545632416185 450.71490131988782 1.1764801787048338 461.62510722250823 436.65902497985502 365.48615872006945 1.0043409622962669 813.73586771665202 798.48432115855974 0.1346913333689844 1521.1132920696512 1569.5599165585181 209.7777846864054 388.09291285476479
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 12 9 6 8 -7 -3 10 11 -5 -4 14 -9 16 -15 20 19 -19 26 -22 23 24 -21 -24 29 -28 -29 -16
right_child=1 5 3 4 -6 7 -8 13 -10 -11 -12 -13 -14 15 17 -17 -18 18 -20 22 21 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0037287931663009368 -0.11271299855864568 -0.040004823395922304 0.11667571786571951 0.043782195429007215 0.033870223491894412 -0.079473286977736285 -0.11138454537010856 0.083489120721817023 0.068299194221870738 -0.016169300787661173 0.097052619335326287 -0.066828561830334365 0.023961628437042238 0.029674696132008523 0.0032014161276576825 0.0017119770379806006 0.13635347144944329 0.086607229989022025 0.035746617511280686 -0.032814168049530551 -0.1525944912717456 -0.029286098341609158 0.01424223885279207 0.031209801570061715 -0.14962194443369906 -0.013666307164806785 0.11564403321771395 -0.035887340113284094 0.02558318778235269 -0.02126901454343446
leaf_weight=925 23 31 34 75 195 32 36 25 23 219 22 32 25 70 498 135 21 32 224 22 21 43 400 31 30 466 21 63 171 632
leaf_count=925 23 31 34 75 195 32 36 25 23 219 22 32 25 70 498 135 21 32 224 22 21 43 400 31 30 466 21 63 171 632
internal_value=0 -0.00244617 0.00488592 0.0181228 0.0116831 -0.00160833 -0.040879 -0.000404936 0.00612467 -0.000749335 0.0254287 0.0107023 0.0773901 0.000466041 -0.00142513 0.0228839 0.0542929 -0.002225 0.00486639 -0.00218475 -0.00812226 -0.0697467 -0.00517879 -0.0511213 -0.100203 -0.000775524 -0.00527463 0.0178131 0.00903343 -0.0104847
internal_weight=0 3050 1527 602 543 3027 90 2937 54 348 129 107 59 2905 2679 226 91 2654 1205 981 1449 64 949 83 52 866 1385 255 234 1130
internal_count=4577 3050 1527 602 543 3027 90 2937 54 348 129 107 59 2905 2679 226 91 2654 1205 981 1449 64 949 83 52 866 1385 255 234 1130
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=14 17 9 17 20 17 17 22 3 3 14 10 24 3 3 24 17 13 14 10 24 18 14 22 19 20 18 24 17 24
split_gain=5.4597 13.776 20.3133 12.727 11.9455 12.2262 12.0074 10.0349 18.8879 23.8011 16.9698 24.3999 17.5295 16.4963 19.1869 17.4496 22.377 15.9594 13.4345 9.52375 9.46904 13.4616 8.86597 8.53819 24.0643 9.42249 12.3042 10.2578 8.56554 7.86663
threshold=0.40782161537310657 2.144075773547466 84.440994685157406 2.0071512030908374 1.8533558249712005 1.5845555042462383 1.113933976508547 -0.1186160114798359 166.04216637610466 259.88462978985075 0.067762399077277977 152.89564701817213 0.064954064110027368 295.95002090027918 339.94990738084351 0.0096429508904565635 1.1917542875311515 134.75753921353149 0.091270683770062908 324.00272783209795 -0.052702461786903861 2.017800908176262 0.18153503806967486 -0.25837990874907407 0.82020754589670442 1.4071506577959989 1.2081139618281174 -0.0098253913309961326 1.8094436671863532 -0.017934659855775286
decision_type=2 2 2 2 2 2 2 2 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 7 6 20 -2 8 -1 17 11 -11 13 -12 -15 22 -17 18 -10 23 -6 -22 -16 24 -8 27 -27 28 -25 -20
right_child=4 2 -4 -5 5 -7 19 -9 9 10 12 -13 -14 14 15 16 -18 -19 29 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.08498169202889716 0.054434773772954942 0.032006284296512609 -0.092501661823572306 0.057115990653830141 -0.033255741213049209 0.10986287311783859 0.0216586637709822 0.00089303623385271361 0.082015778443643036 -0.14808083811464409 -0.10429348451170056 -0.0022813732651146977 0.058071714729791696 0.037778040713081801 0.035192723590279779 -0.020216002203524115 -0.16212890831753612 0.10289523620158435 0.029463731401389644 -0.068697349194969448 0.093574884740842718 -0.01466809568926692 -0.02427813826477198 -0.047171633699908858 -0.12196080057881774 0.085592019943327741 0.010485307698664573 0.020347273065774163 0.025646486115597545 -0.036948821549525578
leaf_weight=35 40 20 38 38 21 21 28 3489 21 24 22 22 31 56 31 25 20 24 31 21 27 20 131 70 20 29 88 71 21 42
leaf_count=35 40 20 38 38 21 21 28 3489 21 24 22 22 31 56 31 25 20 24 31 21 27 20 131 70 20 29 88 71 21 42
internal_value=0 -0.00117804 -0.0495679 -0.000483681 0.0101257 0.0431675 0.00254656 -0.00103033 -0.0140607 -0.00888936 -0.0216029 -0.0783507 -0.0133421 -0.0211099 -0.0141516 -0.0282002 -0.0832884 0.0301131 0.0115304 -0.0034176 0.0225704 0.047514 -0.0128979 0.00077468 -0.0381828 0.00747704 0.0291015 -0.00814063 -0.0303675 -0.00874623
internal_weight=0 4100 58 4042 477 89 388 4004 515 480 362 46 316 285 263 207 45 118 94 348 68 47 162 327 48 279 117 162 91 73
internal_count=4577 4100 58 4042 477 89 388 4004 515 480 362 46 316 285 263 207 45 118 94 348 68 47 162 327 48 279 117 162 91 73
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=13 18 12 21 0 10 21 21 21 13 26 16 0 1 21 20 14 9 17 20 18 10 10 19 19 19 18 14 17 19
split_gain=5.02555 8.32705 6.12619 20.0266 19.9925 27.1981 17.1518 19.0236 16.2639 16.0999 23.6586 26.385 21.8189 33.0004 15.4559 16.7747 18.4533 15.2606 17.7551 24.0335 17.2865 14.8239 16.1051 14.7339 14.7087 14.5473 26.9977 23.7732 17.7376 17.7095
threshold=58.644280306441551 1.3928525844445845 1988.1905594405596 0.33465768528078171 945.3328090094891 146.47559681697615 0.3956285985999986 0.37003724349178541 0.44774383202552387 122.16484738225189 6.5000000000000009 562.70000000000016 270.33308004052691 332.51551317256599 0.36029682734720681 3.8477040362618102 0.00016031834599315788 214.8364086599689 0.94238307576840652 2.3201011544563985 1.1691453800830292 135.20695782492908 158.17117735051002 0.7808502796080169 1.0075622714582748 1.0858643139571622 1.1869355678173319 0.86229221274204793 1.1450081173134439 1.1570416437508795
decision_type=2 2 2 2 2 2 2 2 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 9 4 5 -4 7 -5 24 10 14 -12 13 -11 15 16 -2 20 -19 23 21 -10 -23 -20 -8 27 -27 28 -14 -28
right_child=2 -3 3 6 -6 -7 8 -9 17 12 11 -13 25 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.068758108059841172 -0.039364669223626456 0.016374859735369684 -0.0066879685928697809 -0.00043230960395054097 0.052387316188833216 -0.10117071933512177 -0.11604095903103767 0.099391123077699123 0.023750673673586339 0.0065067883307227473 -0.012649149677132682 -0.08815062856819067 0.0019387855243015414 -0.11577466015632337 2.3283300110253218e-05 -0.01914584774411086 0.04876327218977039 -0.083905673725530511 -0.081340877413749693 0.050695483364857907 -0.021744647038876935 -0.098720734955176068 0.020956746692007241 0.0059959994739465488 -0.018447030407000096 0.12828051187098027 -0.047760075441700349 -0.016276932252304897 0.098924866640432318 0.020423941291342791
leaf_weight=27 27 20 59 42 20 63 23 35 186 146 324 54 24 26 1516 66 198 20 20 129 504 23 22 565 47 20 47 35 88 201
leaf_count=27 27 20 59 42 20 63 23 35 186 146 324 54 24 26 1516 66 198 20 20 129 504 23 22 565 47 20 47 35 88 201
internal_value=0 -0.0325313 0.000337521 -0.00428026 -0.0402859 -0.0554782 -0.0011164 0.044942 -0.00342081 0.00326611 -0.000683984 -0.0234351 0.0179696 -0.0119776 0.00407524 0.0251844 0.0381879 -0.00117677 0.00902252 0.0116255 -0.0113622 0.0112905 -0.0402117 0.00301012 -0.0505136 0.0303815 0.0165153 0.0556614 0.0781421 0.00750197
internal_weight=0 47 4530 1758 142 122 1616 77 1539 2772 2185 378 587 172 1807 291 225 1469 734 714 735 231 45 585 70 415 268 147 112 248
internal_count=4577 47 4530 1758 142 122 1616 77 1539 2772 2185 378 587 172 1807 291 225 1469 734 714 735 231 45 585 70 415 268 147 112 248
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=23 22 26 19 7 18 13 19 29 19 19 17 18 13 17 16 14 23 23 14 15 22 9 17 17 14 13 13 18 19
split_gain=5.12133 15.7597 28.1358 12.5719 7.64478 10.537 7.59851 12.4672 6.52537 15.9756 13.231 11.967 15.3364 24.2491 11.1474 21.6718 18.8247 43.8301 21.9023 16.5148 19.0802 14.9743 13.9064 13.7403 12.4909 21.9059 12.1471 10.2223 14.1475 20.8193
threshold=-0.38964399409016293 -0.33062072898640521 2.5000000000000004 0.87660099600998587 256.16138573957943 1.5365354466755801 306.55354200988472 1.0099982663333185 105.00000000000001 0.72259144521963592 0.76533983168321507 1.7897360907595703 1.827592983229694 77.999234393404024 1.2824875048089763 89.100000000000037 0.042467262419018832 0.035407967645579304 0.010427524718058119 0.025714139527930707 1426.3 0.043750836405545911 212.42345534196733 1.1656802695228345 1.2356319590297533 0.22387494212574358 227.45363692195301 162.12457878386891 1.4464479285417811 1.0702090690281525
decision_type=2 2 2 2 2 2 2 2 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 -5 8 -8 9 -3 -11 12 -12 -14 15 22 19 18 24 23 21 -21 -10 -17 26 -26 27 28 29 -18
right_child=1 6 -4 4 -6 -7 7 -9 14 10 11 -13 13 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.077399182833474259 0.0028700169764066998 0.075799318000674243 -0.13543191207572819 -0.072866204436868434 0.058270945062949546 0.0089410922534109375 0.0094219931708648813 -0.092594511353451273 0.03038820861627094 -0.085566644724458463 -0.0031920940060753294 0.073140494674444209 0.00494972004626806 -0.13769970824095337 -0.0047651406802722944 -0.0013713843577338168 -0.0029676246214658023 0.089780060369521381 -0.079632783279969144 -0.06629535809783689 -0.10719177314350684 0.046825043208897119 0.12378582480549812 0.054991834262466954 0.14148887112736702 0.019568049624961403 0.075568056160894542 -0.034681922294980579 -0.022250871456080033 0.066730478216893971
leaf_weight=29 38 25 24 20 21 74 25 23 44 20 1888 20 26 22 874 724 100 80 26 22 31 25 25 46 20 56 24 62 88 75
leaf_count=29 38 25 24 20 21 74 25 23 44 20 1888 20 26 22 874 724 100 80 26 22 31 25 25 46 20 56 24 62 88 75
internal_value=0 -0.000602884 -0.0506662 0.0185596 0.0037218 -0.00846472 0.000107235 -0.0394609 0.000546576 -0.00363864 -0.00464367 -0.00381624 -0.00461125 -0.0604313 0.00415321 0.00953625 0.00679969 0.0215647 0.00946438 -0.00244584 -0.0462925 -0.00612493 0.0642279 0.00199577 0.014915 0.0516525 0.0069149 0.00184513 0.0104561 0.026903
internal_weight=0 4433 62 144 115 94 4371 48 4323 2001 1976 1956 1936 48 2322 1448 1379 531 451 848 78 47 69 770 425 76 349 325 263 175
internal_count=4577 4433 62 144 115 94 4371 48 4323 2001 1976 1956 1936 48 2322 1448 1379 531 451 848 78 47 69 770 425 76 349 325 263 175
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=11 10 0 18 27 18 18 6 23 12 20 18 25 0 16 11 0 6 13 20 16 20 3 12 12 15 13 12 18 11
split_gain=5.21213 17.878 55.4544 17.0849 29.592 20.7369 27.9189 14.0176 22.7351 20.8928 21.5912 24.1331 24.2408 14.0104 12.9176 11.9266 13.6366 19.8886 22.2134 21.8276 15.6442 12.9148 12.6626 11.7099 20.2565 24.5377 19.7867 17.5106 28.7892 16.0712
threshold=178.041380482829 69.563438773095996 303.654507222527 1.3262090569730798 9.5000000000000018 1.1719553086118804 1.2561689580514981 175.33642690113183 0.74114031535473746 525.33460353593648 1.5936267394691892 1.3212828178165956 0.7951845055175929 414.3525862068966 333.50000000000006 185.72635427333012 422.19310344827591 348.75233606812498 193.97148596380131 2.1782264430372202 711.42500000000007 1.8148188372203988 327.60484311036333 1146.5769099917075 1664.3161748669995 408.00000000000006 129.05987174744115 814.18398463056701 1.2275142492283655 68.39305154578004
decision_type=2 2 2 2 2 2 2 2 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 -2 4 -3 -6 -7 23 9 -9 14 12 -12 -10 -11 22 -17 19 20 -18 21 -19 -5 27 25 -25 -27 -1 -29 -26
right_child=1 3 -4 15 5 6 -8 8 13 10 11 -13 -14 -15 -16 16 17 18 -20 -21 -22 -23 -24 24 29 26 -28 28 -30 -31
leaf_value=-0.0029652637752280307 -0.17978701785854673 -0.0038186522886942153 0.0078336312128230931 -0.079992423901955295 -0.1447372921488502 0.0025384032392296299 -0.12387819242104887 -0.043516251535126664 -0.070083608406205339 0.0314005604102498 0.10941973819356898 0.024089768929407004 0.011640402440513883 0.0020017495174140892 -0.077078117835132978 0.020445976391026292 -0.14389690890908244 -0.039527933211680855 0.074691880898899402 -0.003736870527267456 -0.064617313869836698 0.016110732108449603 0.018629807460567225 -0.009950682914091482 0.051354515775548004 0.042215165291211491 0.14559432320917648 -0.13792841951017853 -0.020193644968999759 -0.018978473176165217
leaf_weight=369 23 1817 50 30 22 58 25 33 31 21 92 160 35 207 23 630 20 53 40 25 38 196 23 72 38 81 24 27 90 224
leaf_count=369 23 1817 50 30 22 58 25 33 31 21 92 160 35 207 23 630 20 53 40 25 38 196 23 72 38 81 24 27 90 224
internal_value=0 -0.00238774 -0.0512797 -0.00118884 -0.00680148 -0.0584186 -0.0355389 0.00476922 0.0166458 0.0323598 0.0399245 0.0499247 0.0824727 -0.00738752 -0.0253042 0.00903626 0.0114816 -0.00370005 0.00487749 -0.0660302 -0.00485273 0.00426796 -0.0371941 -0.00296015 0.00887822 0.0350127 0.0658447 -0.0136537 -0.0473632 -0.00877751
internal_weight=0 3050 73 2977 1922 105 83 1527 602 364 331 287 127 238 44 1055 1002 372 327 45 287 249 53 925 439 177 105 486 117 262
internal_count=4577 3050 73 2977 1922 105 83 1527 602 364 331 287 127 238 44 1055 1002 372 327 45 287 249 53 925 439 177 105 486 117 262
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=23 26 22 17 28 13 2 29 22 12 18 19 11 6 18 8 8 19 12 6 10 26 12 6 1 19 21 18 10 21
split_gain=4.46785 14.3987 12.9322 11.0879 10.0409 6.57602 17.6165 6.99415 18.5197 18.0983 24.5424 16.9597 20.971 32.6644 21.9642 18.864 16.9209 14.9243 13.6258 31.9705 29.0983 14.1407 24.715 18.4983 13.3443 11.8607 11.2035 24.5233 12.1814 11.0575
threshold=-0.37268762761324609 1.0000000180025095e-35 -0.38418302028080559 1.5275955429031762 3.5000000000000004 306.55354200988472 794.29633560223488 105.00000000000001 -0.094348352407325572 3165.0636329069907 1.7279375362407006 0.9386608389407507 99.865531387696294 153.6462746513881 1.4087549942565751 2870.6942959001785 658.35424844428496 0.95333479062224746 1525.5828821512364 659.34374636885434 639.25671037848485 8.5000000000000018 1085.1248000450489 521.32821171634134 625.37263021489468 0.88597032916141438 0.24262898026845597 1.1611389186335361 78.04479178523907 0.29855331580214262
decision_type=2 2 2 2 2 2 2 2 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 -2 -3 -5 7 -7 8 9 10 -4 25 15 14 16 -13 -14 -15 19 21 -21 23 -23 -9 -25 -10 27 -19 -28 -30
right_child=2 3 5 4 -6 6 -8 18 11 -11 -12 12 13 17 -16 -17 -18 26 -20 20 -22 22 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.047535196842689968 -0.080828325301408765 0.0028400057926774025 -0.0023272813846758468 0.10530146253960473 0.024959348690463231 -0.10290322424738074 0.018682539470207232 0.0079170476019783491 0.012536060840568759 -0.1157290917666008 -0.10188743962395577 0.081181798024841087 0.019953638687729838 -0.089403199963271618 -0.145187097042799 -0.0085436890877428513 -0.095805285741453583 -0.10495481107553298 -0.0024390326997452828 0.15320142775774004 0.017123845716317497 -0.0086632272180838469 0.10253575467845288 -0.007113596323567133 -0.116267302525895 0.073006249518822064 0.065529161691665658 -0.0050257022220951825 0.038768743463989459 -0.0032268444856897098
leaf_weight=29 20 70 123 28 35 22 26 767 110 24 31 53 28 20 26 42 23 33 1390 30 33 39 41 24 21 46 28 96 66 1253
leaf_count=29 20 70 123 28 35 22 26 767 110 24 31 53 28 20 26 42 23 33 1390 30 33 39 41 24 21 46 28 96 66 1253
internal_value=0 0.0163105 -0.000598482 0.0302317 0.060667 -0.000233386 -0.0370443 0.000173083 -0.00416814 -0.0349565 -0.0223686 -0.00116357 -0.00411247 -0.00686803 -0.0703855 0.0415137 -0.0322514 -0.00359875 0.00387932 0.0130757 0.0819227 0.00821316 0.0483263 0.00426113 -0.058052 0.030367 -0.00243608 -0.030589 0.000260072 -0.00112547
internal_weight=0 162 4415 133 63 4395 48 4347 2002 178 154 1824 1668 1573 77 95 51 1496 2345 955 63 892 80 812 45 156 1476 129 1347 1319
internal_count=4577 162 4415 133 63 4395 48 4347 2002 178 154 1824 1668 1573 77 95 51 1496 2345 955 63 892 80 812 45 156 1476 129 1347 1319
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=27 28 27 12 15 9 12 12 28 7 19 9 6 6 28 16 21 16 19 25 26 22 7 9 11 21 28 19 25 22
split_gain=4.79836 8.91469 12.0912 18.144 20.1044 15.3373 14.0166 31.5721 15.5313 28.062 13.3974 26.2011 13.1997 12.8223 14.7553 15.1315 12.7206 12.6498 17.6566 12.3894 12.0216 12.2725 13.3007 10.5091 10.2753 10.1896 9.86373 9.75597 9.62319 9.61488
threshold=6.5000000000000009 23.500000000000004 4.5000000000000009 351.24611646746774 761.05000000000007 546.37269223478881 1031.3992351623538 933.94581499306457 11.500000000000002 518.24675364766188 0.8629762158658788 199.20082171314743 651.61589828367653 280.90301845840867 5.5000000000000009 228.82500000000002 0.34235927834824487 244.30000000000004 1.1523582341358958 0.43995361482139245 6.5000000000000009 0.093731485378302615 1188.847267759563 266.88990786372409 288.61271254968887 0.85724161384777253 1.5000000000000002 0.97791995148383004 -0.0070353138389087624 0.0052992648502575099
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 9 -4 11 -8 -7 14 -12 -16 19 18 -15 -5 21 26 -23 -22 25 -19 -18 -3 -29 -30
right_child=-2 27 5 16 -6 12 10 -9 -10 -11 13 -13 -14 17 15 -17 20 24 -20 -21 23 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.011184172830967742 0.0027277747643039123 0.078389975118140387 -0.13271286992045742 0.015667425413080988 -0.12826326227746906 0.069834113965431863 0.0059095837853171615 -0.13739771365799244 0.045309481114149092 0.0054074408192383615 0.060659398227692285 -0.15223651069682093 -0.00085662008469663056 -0.13693431232656753 -0.068169591164794471 0.017215348276220364 -0.058174247167665852 -0.022973091413520955 -0.015633814296286023 0.097922247194995482 -0.0047729729319160637 0.054873670959158953 0.0066685106184902702 -0.079167588928650168 -0.0057381473053246743 -0.10905790679156779 0.0023617421098257583 -0.045707908223072691 0.067280567437410357 0.0063842811168254359
leaf_weight=55 2677 21 24 47 20 30 22 32 25 38 47 20 221 21 29 73 33 44 28 30 55 95 144 29 300 20 146 30 30 191
leaf_count=55 2677 21 24 47 20 30 22 32 25 38 47 20 221 21 29 73 33 44 28 30 55 95 144 29 300 20 146 30 30 191
internal_value=0 -0.00384329 -0.00664313 0.003874 -0.0424053 -0.0137049 -0.0210987 -0.0524674 -0.0212286 -0.0480585 -0.0149184 -0.0693981 0.00759247 -0.010847 0.0143006 -0.00706076 0.00986872 -0.0199196 -0.0676197 0.0477148 0.00406366 0.0110008 0.0258296 -0.0304568 -0.0134984 -0.0498746 -0.00879852 0.0129146 0.00743656 0.0146507
internal_weight=0 1900 1628 654 75 974 723 119 87 62 604 42 251 562 149 102 579 413 49 77 502 418 239 84 364 64 179 272 251 221
internal_count=4577 1900 1628 654 75 974 723 119 87 62 604 42 251 562 149 102 579 413 49 77 502 418 239 84 364 64 179 272 251 221
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=27 1 27 9 6 11 22 18 10 10 13 13 20 17 2 1 8 2 19 22 2 13 13 13 27 2 29 5 1 10
split_gain=4.22696 13.0195 7.4307 10.8972 37.7238 43.0738 13.0652 21.7469 10.3417 13.7997 14.6434 39.306 15.0844 13.5463 12.9372 10.1317 8.93653 11.7256 11.1039 11.8593 12.7815 12.2756 9.43497 14.8932 10.4783 8.64495 8.57287 14.7899 9.50741 8.12365
threshold=2.5000000000000004 535.9502872542871 6.5000000000000009 192.42035529551433 158.83904491440725 99.865531387696294 0.082700908611684346 1.2847675908154816 155.36955507714393 159.12742986575992 75.697798244483664 72.252431694894582 2.35221721038369 1.2771235309708959 687.1943185399756 454.46260791970013 1489.9850657108725 747.01703616318525 1.0099982663333185 0.078340235308705833 1077.3186894071898 193.97148596380131 125.55084602289052 135.23238302577928 3.5000000000000004 248.79150373520272 65.000000000000014 401.43805720882386 1083.9807224107697 225.12956923173886
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 15 -8 26 -10 11 12 -11 16 29 25 17 -12 -19 20 21 -20 24 -24 -18 -2 27 -6 -28 -15
right_child=2 -3 -4 4 8 -7 7 -9 9 10 13 -13 -14 14 -16 -17 22 18 19 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0047258568700314979 -0.031521321189115353 0.07657569916253644 0.0024549972060253305 2.7151741087436675e-05 -0.13080088414251806 -0.20502956910502343 0.0084781010226403237 0.10569642346183009 0.067197750343216789 0.041525666576785011 -0.00072965267463587224 -0.1470062062717401 -0.042698643177747728 -0.058137497791777487 -0.090996034691731134 -0.055003658924816234 -0.053405409044801046 0.095956161012873062 -0.022992821824219495 0.083013765093077119 0.081307605529824897 0.057167780160903937 -0.10020182672888041 -0.013723966226172755 0.014868710574088057 0.014259739247556295 -0.0036271568861300663 -0.014364767152195177 -0.062974586784839623 0.016795858301413367
leaf_weight=254 53 28 2677 20 20 21 76 33 27 37 256 26 50 23 30 33 26 24 81 27 21 25 24 117 166 186 118 24 35 39
leaf_count=254 53 28 2677 20 20 21 76 33 27 37 256 26 50 23 30 33 26 24 81 27 21 25 24 117 166 186 118 24 35 39
internal_value=0 0.0118599 -0.000778693 -0.00612887 -0.0106834 -0.105002 0.00865847 0.0379112 -0.0074501 -0.00332075 -0.0052796 -0.0391207 -0.00687911 -0.00082785 -0.037087 -0.00306411 0.00352136 0.0129764 0.0326885 0.0228286 0.0100334 -0.00408702 -0.00880145 -0.0284436 0.00562326 0.00410745 -0.0283903 -0.0672903 -0.0172034 -0.011002
internal_weight=0 282 4295 1618 1237 41 381 109 1196 999 972 113 87 859 92 272 767 434 178 154 127 106 333 141 192 239 197 44 153 62
internal_count=4577 282 4295 1618 1237 41 381 109 1196 999 972 113 87 859 92 272 767 434 178 154 127 106 333 141 192 239 197 44 153 62
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=15 21 8 16 15 15 4 15 20 20 5 6 21 12 17 17 29 13 8 13 8 18 2 2 12 17 3 3 20 19
split_gain=5.3109 12.2171 9.98818 10.5578 9.58749 6.8187 15.4554 29.021 16.3794 27.7739 16.246 25.3543 15.2081 12.747 21.7646 30.5259 17.3976 12.4738 12.1175 11.5838 17.1739 12.5913 10.7996 17.7967 17.2537 14.569 14.1072 14.2745 27.9583 18.1581
threshold=2774.0500000000006 0.57616715821251185 2254.6944008372584 213.20000000000002 2840.6500000000001 1520.9999999999998 162.08048572125946 2022.1000000000001 4.352159261347361 4.0487682798443698 415.36924284347469 447.9507353371734 0.64234864406279202 2677.8173829046241 1.0518753913947152 1.0086797874250206 75.500000000000014 83.996489850846714 2254.6944008372584 64.954463241742204 2731.8482142857147 1.2112588186487627 713.84260074169583 654.65545338476659 647.03537424685794 1.0678892692465423 690.57557784262758 917.56017060367469 2.8783485849532906 1.1523582341358958
decision_type=2 2 2 2 2 2 2 2 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 -1 7 -7 9 10 19 -12 13 14 15 17 -15 -13 -19 20 21 -8 23 -21 -24 -25 -26 28 29 -28
right_child=1 -3 4 -5 -6 6 8 -9 -10 -11 11 12 -14 16 -16 -17 -18 18 -20 22 -22 -23 24 25 26 -27 27 -29 -30 -31
leaf_value=0.0016133013938255517 -0.0028805464830087579 -0.049687049183994532 0.055814315821673427 0.081057783536786263 0.0010808799345093437 -0.14371684089950895 0.12638806807994843 0.01347692320123315 0.069247775897383693 -0.10707923814102456 -0.10694357624898354 0.051996111071535525 0.011227503783910917 -0.1203076882352089 0.036375996834383563 -0.10883778169369088 -0.028196188285946847 -0.0019834471189162949 -0.092878447204129772 0.015749822316789314 -0.02837196795836739 0.026993407538303961 0.089494061776592082 -0.019463399527594447 0.07133717326713461 -0.14016542248427868 -0.14414329236218085 0.0087103297697512412 0.026816783386849515 -0.034623149528009135
leaf_weight=2953 23 30 37 43 237 23 25 24 29 27 30 28 176 29 65 39 70 55 20 38 23 26 24 20 28 20 24 324 46 41
leaf_count=2953 23 30 37 43 237 23 25 24 29 27 30 28 176 29 65 39 70 55 20 38 23 26 24 20 28 20 24 324 46 41
internal_value=0 0.0114863 0.0168839 0.0518065 0.00847189 -0.0010102 -0.0071882 -0.0634477 -0.00499748 -0.00682525 -0.0044735 -0.0177459 -0.0121942 -0.0256655 -0.0115507 -0.033489 -0.0551783 -0.00495891 -0.0262221 0.00616107 0.0433645 0.0757163 0.0012884 -0.0332575 0.00682141 -0.0798144 0.00253601 -0.00189257 -0.0328416 -0.0750614
internal_weight=0 370 340 66 274 4207 1254 47 1207 1178 1151 512 482 306 207 142 99 103 75 639 74 51 565 78 487 40 463 435 111 65
internal_count=4577 370 340 66 274 4207 1254 47 1207 1178 1151 512 482 306 207 142 99 103 75 639 74 51 565 78 487 40 463 435 111 65
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=14 27 20 21 20 16 23 14 20 20 2 3 26 14 22 14 9 28 26 2 14 26 20 9 22 22 23 0 0 3
split_gain=5.30639 10.5835 15.9512 20.948 11.4641 11.0252 9.85779 8.79927 7.93749 18.3153 14.7313 11.0456 23.3457 12.8699 8.78795 8.55835 8.37388 7.43443 12.7575 14.5248 12.0028 10.4276 7.13303 16.6636 6.83886 6.53304 20.0634 17.8185 24.7912 20.9414
threshold=0.40782161537310657 7.5000000000000009 1.4574668415392387 1.2254406873628116 1.784768874201162 556.15000000000009 -0.091555382978888281 0.577156644019165 1.2878097324743694 1.3553620118374112 446.90595872772207 166.04216637610466 1.5000000000000002 0.10684243659864968 -0.05172615756200654 0.1503044935794636 70.515577613539918 13.500000000000002 1.0000000180025095e-35 487.08194703063629 0.47397977394408097 8.5000000000000018 1.4499807232984634 855.50156412930153 -0.17530553233496723 -0.08873376970739634 -0.13421533231190083 280.95069353963089 218.17658739245644 292.9328423338095
decision_type=2 2 2 2 2 2 2 2 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 17 6 4 -4 -5 7 -3 10 15 -1 12 14 -14 -11 -10 -13 18 19 -2 -20 -22 23 -18 -19 27 -27 28 -24 -29
right_child=1 2 3 5 -6 -7 -8 -9 9 11 -12 16 13 -15 -16 -17 22 24 20 -21 21 -23 25 -25 -26 26 -28 29 -30 -31
leaf_value=0.1021581163718587 0.005695365894247185 -0.080071593727916487 0.062620105718572946 -0.038310721442103388 0.15856809452176096 0.05875375355509195 0.052111353115601979 0.0026561457870735066 -0.012343906746669249 -0.02392086413688958 -0.0086392751096614779 0.048655687570571898 -0.017651092333962087 -0.11450592518291053 0.068700469498123445 -0.093897061987269326 0.047011845322170606 -0.054650666977145851 0.08544676073572853 -0.082068771744767829 0.046140022626654675 -0.040489901524658006 -0.016795188630353813 -0.039811639435356483 -0.0010621565648100595 0.036521919793449341 -0.0011904986260310151 -0.074512646511308289 0.052961880954998465 -0.012929264389372959
leaf_weight=21 88 20 33 25 20 22 22 36 22 20 28 35 23 34 21 31 84 42 33 24 33 24 121 30 55 148 3013 67 88 314
leaf_count=21 88 20 33 25 20 22 22 36 22 20 28 35 23 34 21 31 84 42 33 24 33 24 121 30 55 148 3013 67 88 314
internal_value=0 0.00998256 0.0292881 0.0557264 0.0988269 0.00712371 -0.00460719 -0.0268895 -0.00116139 -0.0016453 0.0388453 -0.000871117 -0.0340294 -0.0754242 0.0235193 -0.0600448 -3.79082e-05 -0.00151036 0.00941657 -0.0131112 0.0374512 0.00966427 -0.000478859 0.0241636 -0.0242654 -0.00122779 0.00057522 -0.0108876 0.0125762 -0.0237589
internal_weight=0 477 178 100 53 47 78 56 4100 4051 49 3998 98 57 41 53 3900 299 202 112 90 57 3865 114 97 3751 3161 590 209 381
internal_count=4577 477 178 100 53 47 78 56 4100 4051 49 3998 98 57 41 53 3900 299 202 112 90 57 3865 114 97 3751 3161 590 209 381
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=4 11 10 0 18 12 0 11 11 18 26 12 12 12 22 24 4 26 22 29 16 8 16 29 24 24 4 4 2 12
split_gain=4.57256 4.63621 14.1957 36.831 9.94774 19.4194 10.8026 12.2128 11.8224 12.722 16.6119 18.9279 16.4099 14.1296 13.5655 16.1481 13.1045 10.5892 10.862 10.4359 10.3988 10.2143 9.29893 9.22161 8.94579 17.8281 8.9221 11.0967 18.9694 29.9962
threshold=1526.7346025093802 171.60833333333338 69.563438773095996 303.654507222527 1.3393666331469214 389.23209296455758 542.93333333333351 402.73778247343597 479.41959049284912 1.5965308148378592 5.5000000000000009 3442.2971217366994 1085.1248000450489 1824.9044776427625 0.066637202175246005 0.18372195837997754 345.62849778109802 9.5000000000000018 -0.077397038868388598 65.000000000000014 638.42500000000007 302.86304308266239 178.50000000000003 20.500000000000004 0.82701033355469622 0.8494202942494804 277.6527866037124 224.81137730471994 429.42325562271293 756.10681002886292
decision_type=2 2 2 2 2 2 2 2 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 26 3 -3 5 -4 8 -8 9 10 12 17 14 22 15 21 -11 -12 -19 -18 -9 -6 -14 -16 -7 -26 27 -1 -29 -30
right_child=-2 2 4 -5 6 24 7 20 -10 16 11 -13 13 -15 23 -17 19 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0064610644638089026 0.035011962569645935 -0.14455405850708486 -0.10101234992699964 0.0036152921425288212 -0.018012951057532738 -0.0033688659300062426 -0.067896600409508928 -0.026046189745622023 0.044709163051321298 -0.067717343702530255 0.029860061477463607 -0.028061988086598679 0.016272274860724186 0.012022797803429864 0.020720667345449331 -0.085869873389601711 0.042583354964460196 0.023375949678787342 0.10636456965711778 -0.018573610832293828 0.04541383683681488 0.07356297937887056 -0.057786897447129539 0.084586067795753492 -0.10977814741756604 0.017661545674006143 0.018032630015205893 0.015760674439848233 -0.11489231931535822 -0.015813743955909444
leaf_weight=742 37 25 21 51 29 1991 38 56 92 39 133 41 21 79 52 20 38 24 46 105 32 21 88 40 23 21 361 117 38 156
leaf_count=742 37 25 21 51 29 1991 38 56 92 39 133 41 21 79 52 20 38 24 46 105 32 21 88 40 23 21 361 117 38 156
internal_value=0 -0.00028534 -0.00243457 -0.0451246 -0.00137082 -0.00534177 0.00684273 -0.0205192 0.0108146 0.00679619 0.0138836 0.0339125 -7.93178e-05 -0.0201794 0.0232467 -0.00992786 -0.0163354 0.0464295 0.0779113 -0.00232211 -6.07255e-05 0.0204489 -0.0435186 0.0484882 -0.0043545 -0.0489547 0.00446608 -0.000184942 -0.0160413 -0.0352209
internal_weight=0 4540 3126 76 3050 2056 994 126 868 776 594 244 350 188 162 70 182 203 70 143 88 50 109 92 2035 44 1414 1053 311 194
internal_count=4577 4540 3126 76 3050 2056 994 126 868 776 594 244 350 188 162 70 182 203 70 143 88 50 109 92 2035 44 1414 1053 311 194
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=4 11 1 27 2 11 2 16 28 16 16 24 23 22 21 16 12 10 24 22 20 2 12 21 24 16 27 19 5 25
split_gain=4.11003 13.2787 7.56991 7.41531 4.05151 14.6059 12.6087 10.7183 11.3324 20.5555 16.0074 17.2817 26.4312 19.5724 23.9703 11.0414 11.0088 10.7967 22.3451 20.6176 16.9263 23.3363 16.8312 11.1342 10.8502 10.4694 17.229 10.1173 25.9988 25.0712
threshold=60.32629522594798 28.83813271750401 102.7877276254482 9.5000000000000018 713.84260074169583 612.51006036217314 728.05084150751202 552.27500000000009 10.500000000000002 123.85000000000001 509.75000000000006 0.36087145537646259 0.33275577402632101 0.26848652337903489 0.41230194497903144 588.50000000000011 1485.5985547355476 149.78205651430349 0.074581745454873824 0.082700908611684346 1.896315665305639 617.943521546738 1948.0509220505799 0.97888830711473218 -0.014510197192027461 78.500000000000014 8.5000000000000018 0.944908496412596 312.01775262144969 0.018010516113855117
decision_type=2 2 2 2 2 2 2 2 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 7 -6 8 25 -10 11 17 -13 16 -15 -9 -14 18 23 20 24 22 -22 -11 -19 26 -4 28 -8 -30
right_child=2 -3 4 -5 6 -7 27 15 9 10 -12 12 13 14 -16 -17 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0080090383108219389 0.084045366807619037 -0.082534625053405766 0.0071191067496935538 0.0080311367457563242 0.050028927253359667 -0.080444871944685789 -0.036296299030614453 0.068261137924024037 0.029902175489794649 -0.040123950286457939 -0.085208224086433318 -0.1243668084904071 0.075650532662868503 -0.14562197774648666 -0.026351784841618806 -0.020545842627152092 -0.018195365607738496 -0.059233208958591736 0.056995841259402893 0.0452304902829622 -0.14515394205744897 0.014765026878255108 -0.037041456880979241 0.0082090944051742554 0.01489167775934451 0.0038681650944992168 -0.094658844012381713 -6.5732017583336426e-05 0.0080845737121809213 0.11146719295117591
leaf_weight=46 21 25 39 33 56 24 43 42 101 72 34 31 25 20 107 21 25 28 70 38 36 24 24 141 67 1439 29 1822 49 45
leaf_count=46 21 25 39 33 56 24 43 42 101 72 34 31 25 20 107 21 25 28 70 38 36 24 24 141 67 1439 29 1822 49 45
internal_value=0 -0.0238725 0.000376154 0.0375922 -7.5254e-05 -0.00281835 0.00324232 -0.00204626 -0.00313751 -0.0124223 -0.0181834 -0.0149647 -0.0391878 -0.0242695 -0.0451345 0.0386588 0.0287276 -0.00488788 0.00797974 -0.0216691 -0.0358713 -0.0685735 -0.101909 -0.00812884 -0.00695566 0.00205629 -0.0362862 0.00190488 0.0281126 0.0575763
internal_weight=0 71 4506 54 4452 2437 2015 2413 2350 843 742 708 208 177 127 63 50 500 283 217 179 84 60 213 95 1507 68 1959 137 94
internal_count=4577 71 4506 54 4452 2437 2015 2413 2350 843 742 708 208 177 127 63 50 500 283 217 179 84 60 213 95 1507 68 1959 137 94
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=15 8 28 28 15 13 15 3 5 5 14 3 20 4 20 20 29 11 5 19 11 23 20 11 18 19 18 22 4 20
split_gain=4.99394 14.8241 8.68645 18.1871 8.59219 7.87451 6.53285 4.97003 5.98561 7.1287 6.65816 18.0294 12.5397 12.3033 10.4907 21.2968 15.423 11.0552 10.244 16.3016 14.41 9.65409 12.6864 12.4158 10.8893 9.2583 8.00533 11.3266 8.17745 9.58028
threshold=3021.0500000000006 1901.2277966101697 17.500000000000004 11.500000000000002 3148.3499999999972 89.612507912992982 2958.150000000001 1481.260342261905 1253.3943729594778 991.16542052016314 0.4333888834427998 725.93316635471444 1.8533558249712005 60.32629522594798 1.2878097324743694 1.3553620118374112 185.00000000000003 248.10320401046212 773.81756718374197 1.0163272581171026 746.74005362394053 -0.060252294496635779 2.0962146678325477 737.04277788627257 1.123218044793332 1.1847797501943218 1.0254736600413057 0.15493840656865074 912.97431344789527 1.4152929697290924
decision_type=2 2 2 2 2 2 2 2 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 -4 -3 7 8 9 10 13 12 -12 -1 17 16 -16 -15 20 -20 26 -21 24 -24 -23 -14 27 -17 29 -28
right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11 11 -13 25 14 15 18 -18 -19 19 21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.080029641278088093 0.097092576101422315 -0.035386597365140916 0.02487433027653467 0.083548230067005055 -0.05561316692166858 0.023880995190976299 -0.047214434258639817 0.025130567107039193 0.03465276773464173 -0.023177954280045588 -0.0012367778526721435 0.10423524797894063 0.090230310522019866 0.10212510518729688 -0.011434766417369248 0.016815173234790565 -0.12480358488392085 -0.0017591394838832675 0.095159728366595059 0.05395732174112805 -0.07796749445796014 0.0098540992396218448 -0.02203527204798196 0.07758842698972801 -0.067455850482771279 0.014448193798920043 0.046356268716586192 -0.080338481490810715 -0.040503673400514972 -0.0011608211394852422
leaf_weight=20 20 40 21 34 36 51 30 75 47 143 323 20 28 20 24 20 24 21 26 38 25 35 22 29 38 38 43 30 52 3204
leaf_count=20 20 40 21 34 36 51 30 75 47 143 323 20 28 20 24 20 24 21 26 38 25 35 22 29 38 38 43 30 52 3204
internal_value=0 0.0153725 0.00639227 0.0211449 -0.0259599 -0.00217069 -0.00070977 -0.000388679 -0.00083691 -0.00123189 -0.000462705 0.0116399 0.00687918 -0.0018111 -0.00138262 -0.00195388 -0.0681192 0.0489161 -0.00106227 0.0216563 -0.00232815 0.00985949 -0.00365436 0.0346135 -0.0303894 0.0465982 -0.00176351 -0.041477 -0.00116161 -0.000531553
internal_weight=0 202 182 125 57 91 4375 4345 4270 4223 4080 409 389 3671 3651 3610 48 41 3562 188 3374 162 124 51 73 66 3349 50 3299 3247
internal_count=4577 202 182 125 57 91 4375 4345 4270 4223 4080 409 389 3671 3651 3610 48 41 3562 188 3374 162 124 51 73 66 3349 50 3299 3247
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=0 0 2 2 18 18 14 0 26 17 29 12 4 6 17 5 12 12 22 2 4 16 27 17 18 17 22 14 23 22
split_gain=4.27261 21.6343 19.6598 18.1703 17.2247 20.5694 19.333 14.9883 15.9245 11.2298 16.1732 13.6558 16.2567 16.9314 11.0375 13.5425 10.2328 10.1167 10.0369 9.91513 15.0493 10.2707 9.84292 9.77162 9.71425 9.58295 9.54843 9.33127 9.04634 12.2425
threshold=249.63500253764172 266.56243802238282 472.67396276050408 446.90595872772207 1.5581859660222246 1.8718147196670782 0.010258138429346149 162.87309160305347 9.5000000000000018 0.85909674249343693 50.000000000000007 504.95556186129016 215.43199635369191 257.07662701189651 0.9229191027882665 540.95132242461671 647.03537424685794 1128.6725366312678 -0.19790016146629807 286.55097566062926 240.120019903371 113.50000000000001 9.5000000000000018 1.6640133996202622 1.2656842023696258 1.1270784801305658 0.021023204311545713 0.03911951420258316 -0.06424223509564346 0.25549155814249153
decision_type=2 2 2 2 2 2 2 2 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 23 3 7 6 -6 24 16 19 10 -3 12 -11 -14 15 17 -1 -13 -18 21 -21 -9 27 28 -4 -20 -27 -22 -2 -30
right_child=1 9 4 -5 5 -7 -8 8 -10 11 -12 14 13 -15 -16 -17 18 -19 25 20 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0037171256559425576 0.088253409082585194 0.014250196795910598 0.0021446847170591356 0.071220993990344664 0.046356298348733359 -0.074855962014269264 -0.12371987858504961 -0.0053365504993053044 0.038788968908854506 0.11887597708031535 -0.097620005280311617 0.021327015896469861 -0.030944623669751717 0.068221286029526693 -0.0015642255623090425 -0.0085030523473269334 0.07564727757658278 0.085541005978371873 0.051214248089576669 0.024642154891043905 -0.060830986986143726 -0.074370981804553815 -0.082812164376179387 -0.013655133515596392 -0.067122115449207584 0.020208480324543698 -0.043611376200403486 0.00047504473128356044 -0.009729749348127481 0.087941165410337002
leaf_weight=240 47 24 40 35 42 21 33 32 44 20 28 59 36 33 3132 73 35 42 53 70 36 66 30 25 41 71 35 80 33 21
leaf_count=240 47 24 40 35 42 21 33 32 44 20 28 59 36 33 3132 73 35 42 53 70 36 66 30 25 41 71 35 80 33 21
internal_value=0 0.0016196 -0.00576376 0.000710003 -0.0360112 0.00595221 -0.0592015 -0.00240601 -0.0175527 0.000131883 -0.0459876 0.000838278 0.0394923 0.0164826 -0.000202317 0.024312 0.0100883 0.0480299 0.0271671 -0.0254477 -0.0134784 -0.0518291 -0.0317553 0.0423192 -0.0329163 0.0164953 -0.000864114 -0.018551 0.0561742 0.0282534
internal_weight=0 3573 1004 827 177 63 114 792 358 3447 52 3395 89 69 3306 174 434 101 194 314 216 98 146 126 81 159 106 116 101 54
internal_count=4577 3573 1004 827 177 63 114 792 358 3447 52 3395 89 69 3306 174 434 101 194 314 216 98 146 126 81 159 106 116 101 54
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=15 22 8 15 15 4 28 28 3 8 28 12 8 28 19 21 8 19 9 13 3 15 8 21 9 21 4 8 4 0
split_gain=3.88315 12.3024 6.74165 5.54133 9.43543 11.3882 7.12604 5.02111 8.14844 10.3615 5.14802 5.08507 4.64516 19.1703 21.1323 9.09411 7.71099 18.1515 7.53052 9.72437 6.17492 11.2197 26.2103 5.86231 5.59928 5.45856 5.3999 5.21503 13.2357 20.3665
threshold=3021.0500000000006 0.097321929272466315 2012.0916666666669 2884.8500000000004 2774.0500000000006 622.06217951061444 8.5000000000000018 2.5000000000000004 1822.6419111518208 2731.8482142857147 13.500000000000002 2110.8735847421572 2731.8482142857147 25.500000000000004 1.2100691372885677 0.36029682734720681 2618.6862745098047 1.2074802474491835 225.95287012825307 92.271040293618142 1377.574972989659 2517.6499999999974 1901.2277966101697 0.50963018916902458 251.02141070053889 0.54179606871097052 1526.7346025093802 2397.7000000000003 406.51711908301121 670.27997023809542
decision_type=2 2 2 2 2 2 2 2 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 12 6 -6 -4 9 11 -11 -9 16 14 15 -14 20 -18 -17 23 21 26 25 -20 -19 -23 27 -1 29 -29
right_child=1 2 7 -5 5 -7 -8 8 -10 10 -12 -13 13 -15 -16 18 17 24 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0010974748950054319 0.088001119336113334 0.055978296753828941 0.044902899544686084 -0.027573559942344825 0.10375729470767758 -0.012682352432360253 0.031127268693276818 -0.0018027857755837234 -0.060388738334178932 0.00084713053786092331 0.055528152846928802 -0.069050811366601433 0.051756866489137923 0.066388687476515773 -0.092175115320293488 0.030329431531329949 0.098840989029178261 -0.045900957416743042 0.03274194709956646 -0.068219218474058874 0.046121436517153475 -0.018674031838222787 -0.097552489966918274 -0.034610175501023022 0.028927399329841137 0.047620610617425133 0.049210257252508945 0.11734934485069029 -0.015465459272265433 -0.0054770584459658024
leaf_weight=3695 20 23 20 75 22 36 35 23 25 36 33 22 21 25 39 24 26 20 24 42 28 27 39 28 20 23 22 27 50 27
leaf_count=3695 20 23 20 75 22 36 35 23 25 36 33 22 21 25 39 24 26 20 24 42 28 27 39 28 20 23 22 27 50 27
internal_value=0 0.0135555 0.00537464 -0.000625876 -0.000155858 0.03135 0.0591599 -0.00194539 -0.00868615 0.00265214 0.0269989 -0.0346796 -0.000852327 -0.0156098 -0.0271265 -0.00887543 -0.000104131 0.0337939 -0.0196659 -0.0324307 -0.000672254 -0.00100735 -0.0361064 -0.00352458 -0.00848678 0.0118215 -0.00018981 -0.000475886 0.0216084 0.0559361
internal_weight=0 202 182 4375 4300 93 57 159 139 114 69 45 4207 203 178 139 4004 66 118 94 3938 3910 89 52 40 50 3821 3799 104 54
internal_count=4577 202 182 4375 4300 93 57 159 139 114 69 45 4207 203 178 139 4004 66 118 94 3938 3910 89 52 40 50 3821 3799 104 54
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=13 28 26 27 18 10 13 27 12 19 9 2 2 24 5 26 11 9 5 10 18 28 14 12 12 21 18 9 21 18
split_gain=3.92236 7.93881 4.33979 18.3705 26.2046 19.0613 16.9158 15.2178 12.4605 12.0656 18.3581 14.0776 29.0961 15.4664 21.1052 15.193 11.3546 26.3555 26.4343 21.0062 11.25 11.1342 17.771 10.9064 11.2138 11.0636 10.6751 10.3626 9.72712 14.5626
threshold=58.644280306441551 7.5000000000000009 6.5000000000000009 9.5000000000000018 1.1554751310450515 826.5921084936075 306.55354200988472 5.5000000000000009 2734.0390274362294 0.86056668721085028 196.05430136511544 985.71016783819084 952.0907997966566 0.48592068925297499 930.92804373522472 13.500000000000002 238.0146248790688 196.89363662131521 316.72720488466763 165.80891896435779 1.4123412527029184 23.500000000000004 0.00023853681865369588 1173.7000261274748 1525.5828821512364 0.4632978676620082 1.6816225530896025 225.95287012825307 0.62612743400277304 1.0905460487348244
decision_type=2 2 2 2 2 2 2 2 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 7 -2 8 -4 10 20 12 16 14 -13 21 -11 18 -18 -19 28 22 27 -21 -25 -26 -6 -15 -9 -30
right_child=2 -3 3 4 26 -7 -8 9 -10 11 -12 13 -14 15 -16 -17 17 19 -20 23 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0081963746736829109 0.0029994195052038541 -0.074470264216264098 -0.026135380665461224 -0.15048537697643041 0.01648452912058149 -0.07048257672920441 -0.084998415486717771 -0.051499254561283375 0.025462154777986662 0.040093446161740258 -0.080592175082796647 -0.13332880213856699 0.12475496751184648 -0.022297028595438372 -0.0078131388168077211 0.089141435679048309 -0.13362979821183466 0.11065064096450805 -0.0095144743759495512 -0.05450618398331461 -0.048774031838402156 0.058866119257263129 0.029881495946190426 0.081282783454904958 -0.05794045360758901 0.020617185691267258 -0.075099274292588239 -0.11804123286157847 0.078161185866955557 0.002339469680750589
leaf_weight=26 3098 21 285 20 35 39 22 22 56 144 34 21 26 26 37 20 22 25 78 21 40 21 36 27 20 173 20 20 33 109
leaf_count=26 3098 21 285 20 35 39 22 22 56 144 34 21 26 26 37 20 22 25 78 21 40 21 36 27 20 173 20 20 33 109
internal_value=0 -0.0287398 0.000298183 -0.004306 -0.0524631 -0.00160055 0.00237892 0.000472291 -0.0176619 0.00694743 -0.012562 0.0134234 0.0215659 -0.0106894 -0.0532585 0.00938377 0.0163053 0.00694604 -0.0368198 0.0233994 -0.00122364 -0.00610316 -0.0227416 0.0143484 0.0209209 0.0124765 -0.0168187 -0.0639249 0.010374 0.01996
internal_weight=0 47 4530 1410 75 1335 3120 1296 341 955 238 717 536 181 58 123 510 366 100 266 204 103 82 241 220 193 55 46 164 142
internal_count=4577 47 4530 1410 75 1335 3120 1296 341 955 238 717 536 181 58 123 510 366 100 266 204 103 82 241 220 193 55 46 164 142
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=16 16 21 10 10 0 0 14 21 2 26 10 16 23 6 11 14 14 26 16 24 26 28 2 28 18 23 23 26 2
split_gain=3.68651 18.4941 11.8333 11.2673 26.6867 15.7928 20.3325 15.3011 12.7214 10.7804 9.68004 9.51881 16.0143 30.1175 18.6461 38.767 13.6898 18.7346 18.361 13.1202 23.3617 12.835 21.7925 13.5629 13.4714 27.9983 18.38 12.088 11.4971 23.3302
threshold=475.52500000000003 506.47500000000008 0.40101272499710422 133.88423529411767 100.83972175581677 664.90287244401179 555.6857366771161 0.29555026769779896 1.2638597453150064 1230.3868598794486 8.5000000000000018 246.09690007694846 462.02500000000003 0.26046223006757968 346.94274679419561 306.55595141047934 0.047847867217062266 0.070389869977393466 10.500000000000002 439.50000000000006 0.14485691887121985 6.5000000000000009 3.5000000000000004 1280.7946656760639 5.5000000000000009 1.2483406654116549 0.36180343862240483 -0.0027071105990747611 12.500000000000002 824.42529652351743
decision_type=2 2 2 2 2 2 2 2 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 -3 4 7 6 -6 10 -9 -7 -4 12 14 -14 15 19 21 -18 -19 -1 -21 23 -23 24 -13 26 -26 -20 29 -16
right_child=1 2 3 -5 5 9 -8 8 -10 -11 -12 16 13 -15 28 -17 17 18 27 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0015552877527590387 0.032598700836851173 0.067672008484601975 0.026964154383488773 0.005001026915718511 -0.037627109705765799 0.038146707846317442 -0.1338409049777935 -0.084122521798126404 0.013972449742066554 -0.028458282941638838 0.10620123055719195 0.0040018807901427726 -0.14593215485413868 0.013743327059179406 0.052423813792847801 -0.11073705486487598 0.047197624094784257 -0.025960009679157327 0.07334572037530912 0.0052461856355269752 -0.12778868089345369 -0.11496083588878576 -0.01848587813619219 0.065542371757328508 -0.1669185714965517 -0.0068160648845757054 -0.050274044424295429 -0.01666678836941719 -0.010556379719464867 -0.0071423573598731306
leaf_weight=1957 198 25 58 785 82 32 30 20 39 101 21 130 21 27 192 32 75 182 37 33 22 38 61 20 22 96 35 25 81 100
leaf_count=1957 198 25 58 785 82 32 30 20 39 101 21 130 21 27 192 32 75 182 37 33 22 38 61 20 22 96 35 25 81 100
internal_value=0 0.00429513 -0.000402359 -0.00185943 -0.0159207 -0.0357316 -0.0633987 0.0192509 -0.0192801 -0.012433 0.0480272 -0.00187524 0.00108091 -0.0561147 0.00221678 -0.00153528 -0.0119819 0.00348659 -0.00994918 0.000201526 -0.0479678 -0.0242567 -0.0555167 -0.0140431 -0.0196675 -0.0397787 -0.0952947 0.0370504 0.0227777 0.0320244
internal_weight=0 1391 1193 1168 383 245 112 138 59 133 79 3186 2465 48 2417 2044 721 319 244 2012 55 402 99 303 283 153 57 62 373 292
internal_count=4577 1391 1193 1168 383 245 112 138 59 133 79 3186 2465 48 2417 2044 721 319 244 2012 55 402 99 303 283 153 57 62 373 292
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=7 7 3 16 0 22 23 3 22 19 16 19 15 1 11 0 19 7 15 19 19 17 1 4 22 0 0 19 7 10
split_gain=3.85736 17.003 15.1757 16.3941 16.0893 10.6652 10.3788 12.8302 9.50477 15.0957 9.31818 8.85465 12.9204 16.56 17.8914 14.0223 12.643 16.1237 12.7426 13.3228 12.4547 11.7908 8.96173 8.84612 8.6179 8.46947 7.54123 7.45715 6.7046 6.45493
threshold=1521.1132920696512 1450.7602642276427 807.30609803113509 310.30000000000007 343.92559317844791 0.21246151324549017 0.39500001128140994 1386.4483013666393 0.21992319679553771 1.218714664826513 156.50000000000003 1.2002584753017733 1969.0000000000002 867.40290128752656 560.71558645882317 870.07000000000005 1.2446507841161796 2243.022669002889 1670.3499999999997 1.3697587177887303 1.4528525756928217 1.0794025038559296 1011.810598906701 403.91959979329357 0.28365088726245175 735.19236591695505 670.27997023809542 0.97791995148383004 1469.1684888567986 118.40686141916871
decision_type=2 2 2 2 2 2 2 2 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 10 24 6 -6 25 9 -7 -2 12 -10 -14 21 -16 17 22 19 -18 29 23 -13 26 -4 -8 -15 -23 -3 -20
right_child=2 28 4 -5 5 8 7 -9 11 -11 -12 16 13 14 15 -17 18 -19 20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00058015699243230579 0.06856389258988202 -0.080273572158287565 -0.085505158043113261 0.12734473764896392 -0.0031529581014314448 -0.10284967244319294 0.040443608160011281 0.016334835323318839 0.061579204601762083 0.00031654315220343103 -0.023857226114099225 -0.054438548596777228 -0.076799330034333729 0.053339242014814825 -0.078442356238762542 0.002024658015441327 -0.097854492742390872 -0.11817592566921598 -0.0093971807154871172 0.0013937537705427721 -0.038576344443628424 0.032499507555945051 0.014263485161921916 0.07354444003892395 -0.015289048488590529 0.11253014685852188 0.0023075817069455758 -0.034259109436111018 -0.022944954589155377 0.053420525459522333
leaf_weight=3308 20 34 29 20 111 23 39 125 46 37 24 37 23 51 33 63 21 21 21 38 26 27 39 53 44 28 67 44 51 74
leaf_count=3308 20 34 29 20 111 23 39 125 46 37 24 37 23 51 33 63 21 21 21 38 26 27 39 53 44 28 67 44 51 74
internal_value=0 -0.0017149 0.0049144 0.052275 0.00220808 0.0053729 0.0211882 0.0352604 -0.00106801 -0.0392305 0.0181524 0.00227958 0.011666 0.00530588 0.0108929 -0.0256359 -0.011512 -0.0406149 0.00417117 -0.0339319 0.0227504 0.0253837 -0.0191836 0.0396068 -0.0431831 0.0705693 0.0243636 -0.00887203 -0.0458764 0.0395345
internal_weight=0 3393 1184 64 1120 1047 303 192 744 60 44 684 407 361 338 96 277 97 180 59 121 242 76 171 73 67 118 71 85 95
internal_count=4577 3393 1184 64 1120 1047 303 192 744 60 44 684 407 361 338 96 277 97 180 59 121 242 76 171 73 67 118 71 85 95
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=0 15 0 0 0 17 15 12 4 17 15 11 15 4 20 17 25 20 12 1 15 17 12 27 15 17 20 20 8 4
split_gain=3.57428 19.3053 27.1028 17.1875 13.197 8.97886 13.868 11.3683 12.7229 14.3597 8.87644 16.081 10.6832 16.8807 8.81765 8.21113 12.2177 10.8442 8.39243 9.75634 8.03417 8.92442 18.8366 8.86799 9.97036 8.02504 7.96568 32.8272 18.1862 16.3231
threshold=249.63500253764172 1398.6000000000001 232.70310519645122 266.56243802238282 162.87309160305347 0.85909674249343693 1416.3999999999999 504.95556186129016 215.43199635369191 0.97088454334641883 381.50000000000006 155.52736551336676 337.50000000000006 210.33350302414996 3.1198065994410999 0.9229191027882665 0.77862303730073168 2.1028249254960034 694.66586109217769 613.39448835784322 540.50000000000011 1.2016400528910665 814.18398463056701 6.5000000000000009 432.57499999999987 1.4800792328508623 3.8908226449484626 4.0824391750834392 1016.1893244522095 326.85160763467587
decision_type=2 2 2 2 2 2 2 2 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 4 -2 -3 6 -5 8 -7 -10 11 12 -1 -14 -6 16 17 -9 -19 -20 23 26 -23 -12 25 -25 28 -28 -22 -30
right_child=3 2 -4 5 14 7 -8 15 9 -11 20 -13 13 -15 -16 -17 -18 18 19 -21 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0019018036369954684 0.03775779575700567 -0.087082639975207196 -0.14499035629189827 -0.10640654359012842 -0.047845186153426769 0.10628275575232693 -0.00025691373739391567 -0.061031003072857859 -0.029263347328773566 0.061984658537103859 -0.0025571107980795205 -0.10272349833510817 -0.11840619916176712 0.0011368375685479905 0.03456824185276354 -0.0013371647388258317 0.07111155050561617 -0.040230254624038939 0.091222728593718438 0.014107754277686277 0.055674975567373886 -0.087503926505279897 -0.0019631191736684656 0.04046118746045977 0.06970663414946919 -0.040287463720887901 -0.099684496084228164 0.017422249281876964 0.012578234968391517 -0.083206693320111796
leaf_weight=181 126 21 22 20 20 20 32 20 35 34 80 20 21 27 37 3132 38 20 21 75 83 34 106 32 58 20 32 95 93 22
leaf_count=181 126 21 22 20 20 20 32 20 35 34 80 20 21 27 37 3132 38 20 21 75 83 34 106 32 58 20 32 95 93 22
internal_value=0 -0.00527173 -0.046964 0.00148134 -0.0193156 0.000155305 -0.0410837 0.000786948 0.0360552 0.0156994 -0.000659754 -0.0167312 -0.009221 -0.0511632 0.00565125 -0.000162501 0.0209815 0.00697451 0.0186996 0.0309767 0.00544987 -0.0016296 -0.0227373 0.0227759 0.0411999 0.00940401 0.00746296 -0.012085 0.0200013 -0.00574584
internal_weight=0 1004 100 3573 78 3447 52 3395 89 69 904 249 229 48 57 3306 174 136 116 96 655 465 140 190 110 52 325 127 198 115
internal_count=4577 1004 100 3573 78 3447 52 3395 89 69 904 249 229 48 57 3306 174 136 116 96 655 465 140 190 110 52 325 127 198 115
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=2 0 25 3 0 22 7 29 7 26 28 1 29 26 15 23 28 22 0 19 0 25 19 9 9 0 5 1 29 9
split_gain=3.37248 12.9797 13.9578 11.5122 13.4207 13.1316 12.3138 14.4218 13.1997 12.6375 13.5155 15.2865 11.3217 12.2006 10.5122 14.6549 10.4017 9.7748 12.6514 10.7048 26.7529 10.431 9.73119 19.231 18.5788 17.7418 14.9796 15.2653 21.9013 16.2646
threshold=707.47605714726876 545.05895084576093 -0.019911545632416185 826.52804186645801 350.95851479839399 0.35450196875578466 640.91849373684147 200.00000000000003 1521.1132920696512 23.500000000000004 7.5000000000000009 956.39438486095639 140.00000000000003 10.500000000000002 2160.6500000000001 0.63262264819376823 17.500000000000004 0.28162402350773824 514.78484276729569 1.2100691372885677 538.95839096788677 0.8551005385516478 0.944908496412596 387.47473739495803 246.61556253627501 697.12382951243148 722.49453083816559 625.37263021489468 140.00000000000003 463.87934426229515
decision_type=2 2 2 2 2 2 2 2 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 14 -6 8 12 10 11 -9 13 -8 22 -16 -12 18 -10 -19 -21 -20 23 24 -2 26 27 -24 -29 -30
right_child=3 2 -4 4 6 -7 7 9 17 -11 16 -13 -14 -15 15 -17 -18 19 21 20 -22 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=-0.001210482765201866 0.038722418878848357 -0.0091610456986183485 -0.099477890516365214 -0.040948339870835591 -0.06748749718356592 0.079521771172682443 -0.027542606075568233 0.037689615240586657 0.045239706350009096 -0.02789562262337783 -0.009568372770321576 0.15055563935921307 -0.086097953984370604 0.039499060403216969 0.09672003926243633 -0.0079287023324033489 0.071346123019854227 -0.00098629360543746564 0.00096384379707647279 -0.0086153116011828713 -0.1430397205846384 0.052146737710681068 0.012703908867447334 0.11465483102137629 -0.072569309743121271 -0.087751875580711805 0.064125784758576429 0.0045680241597195461 -0.14891870150300252 -0.024318259021965789
leaf_weight=2467 60 44 28 82 26 30 153 28 89 29 47 21 26 33 32 23 24 255 538 57 20 43 217 23 20 22 38 60 22 20
leaf_count=2467 60 44 28 82 26 30 153 28 89 29 47 21 26 33 32 23 24 255 538 57 20 43 217 23 20 22 38 60 22 20
internal_value=0 -0.00243195 -0.0442843 0.0030298 -0.00163638 0.0151355 0.00068441 0.00198483 -0.00161884 0.0313463 0.0456631 0.0860608 -0.0242882 -0.0156481 0.0115385 0.0529578 0.017783 0.00317746 0.0101301 -0.0108535 -0.0435307 0.00475191 0.00681226 0.0340682 0.0108995 -0.000595009 0.004776 -0.00229388 -0.0342009 -0.0895852
internal_weight=0 2539 72 2038 1471 567 1389 1363 1214 149 120 49 212 186 537 55 71 1002 670 332 77 581 482 103 80 379 357 319 102 42
internal_count=4577 2539 72 2038 1471 567 1389 1363 1214 149 120 49 212 186 537 55 71 1002 670 332 77 581 482 103 80 379 357 319 102 42
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=14 28 18 19 22 28 12 4 3 3 24 16 7 22 7 7 14 14 11 6 24 18 3 12 10 20 12 4 22 22
split_gain=3.30891 7.49716 10.9537 13.3088 15.7432 14.2883 7.09627 6.9182 8.17339 10.6426 16.9936 5.85161 14.9785 5.32059 5.01845 11.2802 20.7117 16.2479 13.0228 24.309 12.996 8.41634 8.69859 8.99061 8.34581 9.82478 8.26942 19.4415 13.8756 8.20637
threshold=0.40782161537310657 5.5000000000000009 1.1024615345992774 0.83600820219406791 -0.23167501520273504 2.5000000000000004 2972.2106653620358 60.32629522594798 125.04070156485754 156.76701327188451 -0.0016639961083766573 404.40000000000015 284.69900529387593 -0.12180552598454787 171.15980353973518 228.49291170150786 0.050297357148676274 0.10186314197922257 178.041380482829 222.83569644727305 -0.048224307615204305 2.017800908176262 220.84038132560832 287.04859808747977 74.17631136854051 1.6104922650065374 1676.0317177405966 260.23127704919574 -0.32416395678828797 -0.31346063217302239
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 -5 -6 11 -1 -9 10 -10 -3 -13 -14 24 16 -16 -18 -19 -20 -21 22 -17 -24 25 -11 28 -28 -26 -25
right_child=1 6 3 4 5 -7 -8 8 9 14 -12 12 13 -15 15 21 17 18 19 20 -22 -23 23 29 26 -27 27 -29 -30 -31
leaf_value=-0.054449424520134931 -0.0054322872809799659 0.0058633699695111001 0.10958852485443156 -0.034614746462039908 0.0066911587652204374 0.1068409908828991 0.049893258636196453 0.053240601305982897 -0.1151897205483346 0.053231992464512594 0.0057574135752824634 -0.096161531079965445 0.01457869326871521 -0.034836720473862985 -0.1013207483137476 0.042824099325419716 0.053276932837836667 -0.00086805729788135401 -0.14054788707391075 -0.069844657897949219 0.029351366816886833 -0.061498645963993938 -0.0668933380395174 -0.047145009320229296 0.016503956840772712 -0.016652021743357181 -0.044365901835262782 0.082918126974254852 0.12132961217152037 0.00085183004573337491
leaf_weight=24 77 153 24 29 29 28 24 28 21 25 26 23 53 37 29 48 33 110 23 25 28 22 20 36 28 103 30 20 23 3398
leaf_count=24 77 153 24 29 29 28 24 28 21 25 26 23 53 37 29 48 33 110 23 25 28 22 20 36 28 103 30 20 23 3398
internal_value=0 0.00788288 0.0234952 0.0437444 0.0253693 0.0558876 -0.00218438 -0.000917106 -0.000601901 -0.000974329 -0.0482828 -0.00688311 -0.0241416 -0.00573653 -0.000418593 -0.00129123 -0.0219054 -0.0113892 -0.0228622 -0.0546958 -0.0174392 0.000159483 0.000546827 -4.06973e-05 0.0139551 -0.0030028 0.0354463 0.00654771 0.0637783 0.00034866
internal_weight=0 477 187 110 86 57 290 4100 4076 4048 47 266 113 90 4001 3772 248 219 186 76 53 3524 3502 3454 229 128 101 50 51 3434
internal_count=4577 477 187 110 86 57 290 4100 4076 4048 47 266 113 90 4001 3772 248 219 186 76 53 3524 3502 3454 229 128 101 50 51 3434
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=13 18 17 16 17 26 17 3 12 22 13 5 22 24 16 12 26 20 20 3 18 9 3 22 14 9 26 16 16 26
split_gain=3.40627 4.73345 3.70568 7.68344 7.22156 17.8369 7.16055 12.9637 20.706 5.9118 4.25295 11.8797 4.2272 13.8839 22.2932 13.353 19.3194 14.6692 22.8848 12.5184 12.4168 10.799 16.6707 10.6163 9.64386 8.38411 14.9428 8.15516 11.7967 8.13229
threshold=58.644280306441551 1.3928525844445845 2.4723764237162906 100.50000000000001 2.144075773547466 1.5000000000000002 1.9124585916875907 185.47652583075512 1788.1729267934281 -0.49147722270788768 306.55354200988472 445.56603425181794 -0.05172615756200654 0.12968495678173858 333.50000000000006 1052.681586011844 1.0000000180025095e-35 2.2841536224776013 2.4331419953444953 206.38658836140897 1.6135869569489631 407.28561643835621 917.56017060367469 -0.17530553233496723 0.44031962019833321 113.02651913621641 5.5000000000000009 208.20000000000002 244.30000000000004 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 4 -4 6 -6 9 -8 -9 -2 12 -12 13 15 19 16 -11 20 -19 -15 21 27 -23 -20 -18 26 -14 -17 -29 -27
right_child=2 -3 3 -5 5 -7 7 8 -10 10 11 -13 25 14 -16 17 24 18 23 -21 -22 22 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.054095630320133994 -0.04863206440210343 0.01009045172482729 -0.0081262042459387049 0.0731999899659838 0.023084647288279875 -0.087025053498725746 -0.020462397549833571 0.13604658908609832 0.012317309670738484 0.081022737817405613 0.019885999113321305 -0.077601399917155506 0.0010172830068768234 -0.058795223360260329 -0.11252228407189252 0.021633727124561491 -0.004791209638557014 -0.13799716579621116 -0.06989389615399498 0.026210901722675418 0.045717626110631598 0.079836550354957583 -0.027734039962291721 0.021609920752234758 0.063964765518903732 0.004755862637834494 0.080182433873415004 -0.086623539030551922 -0.011774354692370217 -0.0064155712336510977
leaf_weight=27 25 20 26 21 28 31 35 21 38 43 25 25 64 30 30 69 136 21 21 41 49 34 25 32 24 2150 38 22 491 935
leaf_count=27 25 20 26 21 28 31 35 21 38 43 25 25 64 30 30 69 136 21 21 41 49 34 25 32 24 2150 38 22 491 935
internal_value=0 -0.0267824 0.000277875 0.028211 -1.49779e-05 -0.0347696 0.000448522 0.0277537 0.0563565 -0.000144247 0.000137331 -0.0288577 0.000478048 -0.00496675 -0.0402463 -0.00128191 0.0215149 -0.00733919 -0.0496513 -0.00970718 -0.00280137 -0.00651031 0.0342558 -0.0146463 0.00552219 0.00230266 0.0305102 -0.010643 -0.0149843 0.00137003
internal_weight=0 47 4530 47 4483 59 4424 94 59 4330 4305 50 4255 1068 101 967 203 764 74 71 690 641 59 53 160 3187 102 582 513 3085
internal_count=4577 47 4530 47 4483 59 4424 94 59 4330 4305 50 4255 1068 101 967 203 764 74 71 690 641 59 53 160 3187 102 582 513 3085
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=27 11 5 21 25 7 7 9 25 20 18 2 21 1 21 21 9 9 4 25 7 10 4 12 9 3 21 10 1 21
split_gain=3.3249 6.489 8.82425 7.79841 8.7144 13.6849 21.0609 18.042 13.147 11.5675 10.488 12.6507 8.36098 11.5379 11.1468 7.73234 19.9157 13.0837 17.9647 12.3511 17.9993 14.723 13.7706 10.6577 12.3411 10.2125 12.0342 18.0106 15.7911 12.5315
threshold=6.5000000000000009 46.110628618693141 59.072747747747755 0.32996552404389529 0.29484020666294808 1521.1132920696512 1617.3867408653625 163.16383372778583 0.68746976202927879 4.1648017275135336 1.2891254758645829 697.56207003249767 0.3956285985999986 467.25846022675876 0.37003724349178541 0.45407552650012578 225.95287012825307 189.34829505915104 177.63508539905564 0.18772284791167618 275.1895503450898 145.86272412387942 795.41674617982778 2272.9406084801471 334.6303810998084 252.34075475210435 0.81069183614973972 169.09644582470673 383.07724814063562 0.49745479744290083
decision_type=2 2 2 2 2 2 2 2 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 -4 7 -7 -6 -8 10 11 -9 13 -5 -15 16 -14 19 -19 21 -21 -17 -22 24 -18 -20 29 28 -28 -27
right_child=1 2 3 12 5 6 8 9 -10 -11 -12 -13 15 14 -16 17 23 18 25 20 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0031992340774128314 0.035066861995511643 -0.061534436724402689 0.041283227365325997 -0.026485116335873804 0.038217180651491101 0.074310137063730505 -0.085008350176655728 -0.1474489408678242 -0.00065958076850213909 0.0015728196206813057 -0.014392161481082438 -0.05668037575395668 0.034308449253439906 0.01670005593388792 0.08295831150960091 0.0043230101213102105 -0.088349712961776697 0.086508415417084775 -0.051436176582205076 -0.099016264601257342 -0.0039127139811351991 -0.069600738731345965 -0.086632437793456987 -0.11557872449979185 0.0083423535776973676 0.038407214747534862 0.11943320627723422 0.014774632491480588 0.022240398684516549 -0.0015405158652899813
leaf_weight=1900 59 22 27 30 23 32 23 28 94 24 20 34 40 62 43 713 22 31 27 29 161 28 23 20 33 90 35 256 32 616
leaf_count=1900 59 22 27 30 23 32 23 28 94 24 20 34 40 62 43 713 22 31 27 29 161 28 23 20 33 90 35 256 32 616
internal_value=0 0.00227066 0.00153155 0.00206601 -0.0129555 -0.0182233 0.00242102 -0.0420682 -0.017241 -0.0594887 -0.0773603 -0.0976726 0.00406582 0.0282078 0.0438344 0.00255414 -0.0226751 0.00397568 0.0114764 -0.00457073 -0.0257933 0.00152967 -0.0142527 -0.0530663 -0.0303345 0.00927375 0.0108667 0.026855 0.0730128 0.00355197
internal_weight=0 2677 2618 2596 305 278 149 129 117 106 82 62 2291 135 105 2156 115 2041 1087 954 213 741 184 75 55 1056 1029 323 67 706
internal_count=4577 2677 2618 2596 305 278 149 129 117 106 82 62 2291 135 105 2156 115 2041 1087 954 213 741 184 75 55 1056 1029 323 67 706
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=0 4 20 16 20 8 0 13 18 8 13 20 20 4 0 25 20 28 13 16 15 8 4 9 6 4 27 24 20 15
split_gain=3.36053 11.8736 6.47583 15.6006 16.2898 18.9952 12.9198 11.8377 14.1638 8.60587 7.9791 6.57096 8.99704 5.78198 5.74085 8.13329 6.55854 5.58149 7.73426 4.90874 4.16511 15.0506 12.8153 22.5434 19.4583 29.8332 18.6502 13.2752 11.6026 9.86283
threshold=101.12803507689598 60.32629522594798 3.8477040362618102 206.10000000000005 4.1648017275135336 1037.8208382641717 295.95929389589685 71.999559787979521 1.4197936940051374 784.0459295929594 119.52266211834682 3.8080857278776947 3.7165071886661165 162.08048572125946 76.44871203973986 0.27389779074049686 3.0749064417903633 3.5000000000000004 77.974327926172194 118.95000000000002 408.00000000000006 522.25742070521756 223.29141240583178 78.701234820282934 163.13121615383102 240.120019903371 8.5000000000000018 -0.010562733780963054 1.9929640300797282 502.50000000000006
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=1 -1 11 4 7 6 17 8 -4 -9 -5 12 20 -3 15 -15 -16 -6 -19 -7 21 -2 23 -22 25 -24 28 -25 -27 -29
right_child=2 13 3 10 5 19 -8 9 -10 -11 -12 -13 -14 14 16 -17 -18 18 -20 -21 22 -23 24 27 -26 26 -28 29 -30 -31
leaf_value=-0.045203125440785967 -0.0043845005486066084 0.065375356662731907 -0.15691523410379887 0.0026254915358389125 0.024949986111648656 0.077903731070134957 -0.0985846759243445 0.019871814331660669 -0.047526202016863334 -0.066716495291753261 0.079914913563565781 0.044890310096018245 -0.052728177141398193 0.021046001973533721 0.0076942505495202155 -0.038043453730642801 0.074462483397551946 0.015266851442200796 -0.063860034197568902 0.016499505812923112 0.1220646705850959 -0.088467583740534997 -0.12274230375187473 -0.066179785430431376 0.00092532423269829623 0.080451163612306129 -0.087704391939484552 0.063662180886036021 -0.010782616877037547 0.011422923862567692
leaf_weight=31 286 26 20 34 27 23 22 24 29 22 22 33 32 66 31 36 28 21 30 30 20 23 32 20 3174 20 23 41 46 305
leaf_count=31 286 26 20 34 27 23 22 24 29 22 22 33 32 66 31 36 28 21 30 30 20 23 32 20 3174 20 23 41 46 305
internal_value=0 0.0121165 -0.000605966 -0.0146831 -0.0254478 -0.00525255 -0.0309041 -0.0579727 -0.0921748 -0.02154 0.0329892 0.000449382 8.47496e-05 0.0216187 0.0145524 0.0001909 0.0393809 -0.0118147 -0.0312784 0.0431466 0.000508312 -0.0106431 0.00144441 0.0186835 -0.000575099 -0.0399333 -0.0101593 0.0130343 0.016864 0.0176131
internal_weight=0 218 4359 304 248 153 100 95 49 46 56 4055 4022 187 161 102 59 78 51 53 3990 309 3681 386 3295 121 89 366 66 346
internal_count=4577 218 4359 304 248 153 100 95 49 46 56 4055 4022 187 161 102 59 78 51 53 3990 309 3681 386 3295 121 89 366 66 346
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=27 17 14 0 15 8 0 7 17 18 14 23 13 17 23 22 20 9 8 11 15 10 11 10 5 14 0 14 15 20
split_gain=2.7551 6.50776 15.3924 21.0085 21.0817 14.6193 20.3575 12.1067 9.22571 9.92714 7.81228 12.7108 11.2143 7.9855 12.8804 12.1199 9.70157 8.96361 7.78387 14.9688 10.6873 7.27387 11.854 8.92437 8.77748 6.78748 12.4957 8.3295 10.1055 7.9152
threshold=6.5000000000000009 1.0850391529236083 0.019081779053084651 664.90287244401179 1388.2999999999986 963.39544513457565 312.55419142946522 790.53649532291399 1.1121463555920228 1.3689317997652048 0.20452779887660469 -0.10072233222172584 199.09039548022602 1.0461708061925716 0.30251193186823538 0.34894026942975165 2.5849102108629656 179.00868682310474 2767.597826086957 123.29531090380362 2216.2000000000003 352.52961529814405 528.76565725447301 324.00272783209795 475.11518449558844 0.067762399077277977 301.51949763787792 0.11488215976045592 922.99999999999739 1.8748718457984119
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 7 -5 6 -3 21 -7 -10 11 -1 13 17 -15 16 -16 -13 19 -19 -20 23 -23 24 25 26 -4 -27 29 -29
right_child=-2 2 3 4 -6 8 -8 -9 9 -11 -12 12 -14 14 15 -17 -18 18 20 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.064402135213216152 0.0020669557062827572 -0.018817551145330073 -0.078118477027976155 -0.13622912584763508 0.0041519353538751599 -0.049265532207640787 -0.16149733141064646 0.077803548342781137 0.045301417860900986 -0.038800242453813555 0.029450544599712511 0.035200347060397749 -0.067182766783820555 -0.0036906420870610837 0.13106361776590347 -0.004286391288042069 0.04553773287269805 0.079278386740580853 -0.094963729828596119 -0.003166408556276163 -0.014148164422561725 0.086417596255584317 -0.005373781853738953 -0.053479205348661962 0.053142870516915408 0.04793994037168367 -0.0031238037408055628 0.013476115853422219 -0.054254766851663597 -0.017295855300543003
leaf_weight=30 2677 20 33 23 20 54 20 20 32 25 97 62 23 89 21 27 36 23 20 518 90 24 34 35 28 35 68 225 35 133
leaf_count=30 2677 20 33 23 20 54 20 20 32 25 97 62 23 89 21 27 36 23 20 518 90 24 34 35 28 35 68 225 35 133
internal_value=0 -0.00291223 -0.00932082 -0.00317838 -0.0709356 -0.0383245 -0.0901574 0.00117021 -0.0196459 0.00841472 0.00243238 -0.000358634 0.00175501 0.00354459 0.0228179 0.0509043 0.0770473 -0.00113182 -0.00459202 0.000338638 -0.0288419 -0.00118774 0.0326089 -0.00449889 -0.00142113 -0.00430921 -0.027627 0.00119336 -0.00296982 0.00204407
internal_weight=0 1900 864 713 43 151 40 670 111 57 1036 939 909 886 173 84 57 713 651 541 110 650 58 592 557 529 101 428 393 358
internal_count=4577 1900 864 713 43 151 40 670 111 57 1036 939 909 886 173 84 57 713 651 541 110 650 58 592 557 529 101 428 393 358
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=21 17 17 11 6 6 17 0 28 17 22 19 3 3 0 0 0 16 22 8 8 8 29 0 21 21 21 21 24 28
split_gain=3.04131 7.60934 11.762 8.54795 8.26596 4.18678 6.85035 16.6029 13.4814 5.9834 11.3231 7.87745 5.59028 5.48421 4.90528 7.24579 15.6101 10.4295 13.8603 8.81501 30.1208 16.4369 15.668 15.0733 15.1613 16.8114 15.1588 13.4029 12.4517 11.3392
threshold=0.17608928776059041 1.0266846327453889 0.93361183379758395 109.33773077990755 155.76969696969698 43.118654765207161 2.144075773547466 321.35799485427481 8.5000000000000018 1.8926301917379382 -0.10248001081179246 0.83104840291424709 225.79046676177617 79.734995711517783 101.12803507689598 249.63500253764172 266.56243802238282 126.12500000000001 0.28877172758213476 501.19979784366581 545.15296132608637 296.4871029618019 200.00000000000003 237.63804048389031 0.6288592941208585 0.70099180290277718 0.51387342994269614 0.74099553838154042 0.17835825689924237 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 2 -1 -3 -4 13 9 8 -8 14 11 12 -11 -2 -7 19 -17 18 -18 21 -21 -16 23 24 29 -26 -25 -27 -23 -22
right_child=5 3 4 -5 -6 6 7 -9 -10 10 -12 -13 -14 -15 15 16 17 -19 -20 20 22 28 -24 26 25 27 -28 -29 -30 -31
leaf_value=0.018203775716885442 -0.0043296896480023864 -0.022503054631607875 -0.020723594016125127 0.048437497458265477 -0.093750162999476166 0.017101953184214976 -0.12328226495356787 0.045255276337265976 -0.016451369957239542 -0.0095613882269548339 -0.019354311625162761 0.10092483185231688 0.057528355614178711 0.069725736454129217 -0.013356521190909293 0.037369454957962296 0.004217397015203129 -0.00069983561109295597 0.10971718570217491 -0.13972588565200569 -0.0030644633752458239 0.064649045929933591 -0.078108573989833119 -0.12560822489671408 -0.086021288461757439 0.067392151279463658 -0.0039617678727067651 -0.024500928323429365 -0.006851284208185063 0.050473730371811909
leaf_weight=31 20 35 31 33 31 163 21 20 27 23 39 20 27 20 213 116 33 3180 20 20 85 60 34 20 33 21 21 65 41 74
leaf_count=31 20 35 31 33 31 163 21 20 27 23 39 20 27 20 213 116 33 3180 20 20 85 60 34 20 33 21 21 65 41 74
internal_value=0 -0.0135002 -0.03209 0.011924 -0.0572369 0.000492196 0.00019781 -0.0312943 -0.0631899 0.0006949 0.023826 0.0478836 0.0266671 0.032698 9.44499e-05 -0.000592424 0.00132663 3.34181e-05 0.0440286 -0.00994748 -0.0203405 0.00239841 -0.0135765 -0.00669847 0.00164946 -0.0253448 -0.0633015 -0.00206192 0.0356242 0.0218527
internal_weight=0 161 93 68 62 4416 4376 68 48 4308 109 70 50 40 4199 4036 3349 3233 53 687 373 314 353 319 278 119 41 86 101 159
internal_count=4577 161 93 68 62 4416 4376 68 48 4308 109 70 50 40 4199 4036 3349 3233 53 687 373 314 353 319 278 119 41 86 101 159
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=13 17 16 0 18 16 2 10 13 28 13 2 15 28 15 7 12 0 0 21 21 16 4 10 13 17 19 13 2 13
split_gain=2.78539 16.9765 3.67029 13.0972 16.7688 12.1211 11.1414 9.60128 8.82787 11.1247 8.25436 6.50127 10.5592 4.72683 4.70307 14.8266 8.56896 6.88709 16.693 8.02986 13.3615 7.19098 17.6118 15.9743 16.8159 12.8117 12.0438 26.7763 10.94 9.99876
threshold=306.55354200988472 1.3455961109021259 730.50000000000011 591.00841750841766 1.3064691814742473 758.30000000000007 1106.3236238681523 185.98774378242982 96.860944849665898 9.5000000000000018 108.00102627257802 1525.0731718514712 2908.0000000000005 17.500000000000004 3021.0500000000006 2122.5763139949818 1580.1918132611638 883.63970588235304 924.57613947696143 0.55930157537609826 0.41230194497903144 475.52500000000003 187.09300138073874 141.23214285714289 65.877411793788454 1.5275955429031762 1.1570416437508795 124.18243421486515 718.18317821861888 152.46221806950896
decision_type=2 2 2 2 2 2 2 2 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 11 10 5 7 -7 -5 -8 -10 -4 14 -13 -14 17 -16 -17 21 -19 20 -20 29 -23 25 -25 26 27 -24 -27 -1
right_child=1 -3 3 4 -6 6 8 -9 9 -11 -12 12 13 -15 15 16 -18 18 19 -21 -22 22 23 24 -26 28 -28 -29 -30 -31
leaf_value=0.0010969952863580025 -0.066851628746724498 0.049907334465533498 -0.1055388099380902 -0.011238577235490085 0.069897819554497462 0.071620742343366156 -0.061229537233710288 -0.10922469303011895 -0.02886864489339518 0.058594881513944042 -0.021945631131529808 0.091686096079647547 0.029130910670514716 -0.025549943639896811 0.075366622551946968 0.029116028186046718 -0.044101713501637982 -0.083970525770476367 0.044619055149646911 0.048074717214331035 -0.03933216100292547 0.096830578029833067 -0.1476794061515565 0.1048517562803768 0.013556957364459214 0.0010723666372453612 -0.011152571342979482 0.0022194316968894923 0.080588814709335571 -0.01345209961490744
leaf_weight=2471 33 20 21 20 29 20 25 20 33 26 27 20 43 25 34 33 31 33 26 24 70 22 22 21 514 62 218 26 24 584
leaf_count=2471 33 20 21 20 29 20 25 20 33 26 27 20 43 25 34 33 31 33 26 24 70 22 22 21 514 62 218 26 24 584
internal_value=0 -0.0227916 0.000267011 -0.0123013 0.000521673 -0.0134499 0.00454306 -0.0602316 -0.0114278 0.0096746 -0.0585176 0.000912516 0.0278137 0.00902766 0.000350878 0.0220014 -0.00634882 -0.000164486 -0.0209829 -0.00366136 -0.0165954 0.000639052 0.00844725 0.00625511 0.0171405 -0.0102894 -0.0211372 -0.0664842 0.023263 -0.00168424
internal_weight=0 53 4524 221 173 144 104 40 84 59 48 4303 88 68 4215 98 64 4117 153 120 96 3964 909 887 535 352 266 48 86 3055
internal_count=4577 53 4524 221 173 144 104 40 84 59 48 4303 88 68 4215 98 64 4117 153 120 96 3964 909 887 535 352 266 48 86 3055
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=5 28 6 8 18 16 8 18 24 24 18 5 9 26 26 16 16 16 4 16 10 16 10 20 20 28 19 18 10 2
split_gain=2.80677 11.6982 9.8342 9.02653 6.79353 5.22632 7.67587 19.6221 13.706 10.6894 8.10766 7.47574 7.17987 7.29417 11.1975 11.882 27.6604 4.2838 8.79513 8.61674 7.13143 3.8586 11.9324 18.1087 20.1127 10.2447 11.5441 11.0949 19.0974 9.12656
threshold=1094.7730549621187 24.500000000000004 1095.7733981693366 1457.3947177419357 1.1147214849199307 730.50000000000011 2891.4148550724644 1.0905460487348244 0.019536086698726227 -0.0041293637223679324 1.3064691814742473 605.17857142857156 941.41857707288261 26.500000000000004 29.500000000000004 421.62500000000006 339.02500000000003 692.05000000000007 672.80125915217093 683.0250000000002 155.36955507714393 475.52500000000003 131.6745137717181 1.3553620118374112 1.4750362420075935 27.500000000000004 1.0494875048233165 1.1779633655929163 120.79458887545347 1346.3211327203799
decision_type=2 2 2 2 2 2 2 2 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 5 -2 -5 12 8 -8 9 10 -7 -12 13 17 -15 16 -16 19 -19 21 -21 -1 25 -24 -25 26 -23 29 -29 -28
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11 11 -13 -14 14 15 -17 -18 18 -20 20 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0019895559816748933 0.078561839193105706 -0.057577761970460418 -0.056578596248742077 0.063895196542143817 -0.0010298477867281581 -0.049876620082391632 0.022685380153019321 -0.10165211976816257 0.048052575021378094 -0.084757214378226892 -0.014778209853403527 0.063565388153351485 0.058997467727888199 0.079317565741283569 0.038197666129622707 0.048716101100047433 -0.089522837307304148 0.063431440762454466 -0.011305548247764819 -0.081539439161618557 -0.0027169246903874658 0.015514532911372099 -0.069078374356031411 0.085312444262388279 0.012474325540332979 0.052576937712728977 0.038375194451293435 -0.028116062878220646 -0.12960037318142978 -0.038934922447571386
leaf_weight=3057 25 20 31 20 83 27 22 30 37 22 29 21 21 28 39 45 30 31 32 24 22 85 25 41 503 24 37 118 22 26
leaf_count=3057 25 20 31 20 83 27 22 30 37 22 29 21 21 28 39 45 30 31 32 24 22 85 25 41 503 24 37 118 22 26
internal_value=0 0.0135467 -0.000452679 0.0246599 0.011577 -5.7067e-05 -0.01637 -0.0490478 -0.00387557 -0.0232831 -0.00571901 0.0181261 0.000671397 0.000379001 0.0226559 0.00873902 -0.017333 -0.000402645 0.0254698 -0.000811773 -0.0438417 -0.000309138 0.00552178 0.0141396 0.017964 -0.0101947 -0.0154257 -0.0283809 -0.0440636 0.00646943
internal_weight=0 148 4429 128 103 4398 188 52 136 99 77 50 4210 4189 142 114 69 4047 63 3984 46 3938 881 569 544 312 288 203 140 63
internal_count=4577 148 4429 128 103 4398 188 52 136 99 77 50 4210 4189 142 114 69 4047 63 3984 46 3938 881 569 544 312 288 203 140 63
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=17 20 3 9 0 1 7 17 20 16 16 25 14 25 17 27 20 17 22 22 16 19 19 9 10 17 17 22 22 4
split_gain=2.54724 15.8875 5.64865 10.6501 9.86764 8.88735 7.3731 5.60798 19.0399 15.5016 14.2054 10.8281 7.11318 10.6667 5.75202 5.55139 5.40137 4.66172 7.45311 8.31103 7.28955 6.74434 7.08247 5.4377 8.24649 4.67869 4.40593 7.84672 8.94358 6.32539
threshold=0.87485012811158125 2.1960013891629129 546.62965411817743 253.80965156214356 107.25000000000001 334.90441819135111 1258.8908766233769 0.9229191027882665 3.7165071886661165 231.50000000000003 265.37500000000006 0.63073571462485001 0.0011211230476723707 0.43458363856764726 0.90482978835363281 10.500000000000002 3.0989830488205299 0.94762665392343026 0.26646484364898032 0.29320712259250298 678.57500000000016 1.2373053492951631 1.2543566808986741 217.08060685303698 320.29908638551274 0.93500441048032956 0.95805704729068553 0.26848652337903489 0.21992319679553771 305.19361067228368
decision_type=2 2 2 2 2 2 2 2 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 -3 -4 15 8 9 11 -11 -2 14 -14 -12 -5 -7 18 20 -20 21 -9 -23 25 -25 -24 27 28 29 -19
right_child=7 2 5 6 -6 16 -8 17 -10 10 12 -13 13 -15 -16 -17 -18 26 19 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.075618942338041964 0.017862089341506363 -0.0064794914571173262 0.07646992729888076 0.0020561376343602718 -0.087191035465470385 0.022800325120731102 -0.033590978703630918 0.060852209962904462 -0.068814228253904736 -0.060730453588378933 0.020864127390086654 0.11350646162855214 0.030706171210735073 -0.061599224894529292 0.074727958236490519 0.071534908044597376 -0.038620987382124772 0.049775363807566468 -0.095310750827193258 -0.019848229749887078 -0.05153072467446327 -0.05458045644419534 0.0716641159914434 -0.054945740872062748 0.023698179998124638 0.0040823461221797131 -4.1494102170864562e-05 -0.029982461050773665 0.087992179588131283 -0.014845490554404079
leaf_weight=32 20 33 21 23 28 41 22 20 24 24 55 29 31 21 31 23 22 28 20 54 25 21 20 24 30 21 3754 24 23 33
leaf_count=32 20 33 21 23 28 41 22 20 24 24 55 29 31 21 31 23 22 28 20 54 25 21 20 24 30 21 3754 24 23 33
internal_value=0 -0.00991986 -4.95756e-05 -0.0131905 -0.0435274 0.0201312 0.0140234 0.000561026 0.0155841 0.0251839 0.010277 0.0744679 0.0226261 -0.00657101 0.0402802 0.0367955 0.00135161 -0.000300682 -0.0139752 -0.0402435 -0.00190158 0.00722143 -0.00202526 0.0095922 -0.0112547 0.0370491 0.000531404 0.0204449 0.0348527 0.0148165
internal_weight=0 245 213 129 61 84 68 4332 235 211 162 49 138 52 86 46 63 4097 235 74 161 136 116 95 54 41 3862 108 84 61
internal_count=4577 245 213 129 61 84 68 4332 235 211 162 49 138 52 86 46 63 4097 235 74 161 136 116 95 54 41 3862 108 84 61
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=12 12 11 14 19 14 20 14 18 19 6 9 6 12 8 17 11 11 12 9 19 17 26 22 24 17 17 11 12 13
split_gain=2.72456 15.3821 13.1015 12.3864 8.3033 15.7149 11.6666 10.0045 33.1774 8.82878 8.12965 7.43084 6.27687 5.95965 5.29443 4.76159 4.53996 9.38927 11.3658 11.6691 11.4597 9.51763 15.8702 8.56768 8.35283 8.10203 7.46045 7.4182 7.22816 13.6393
threshold=536.97331759149949 504.95556186129016 365.48615872006945 0.063544984838433072 1.2900997377882912 0.15941453822796803 2.2013958341488782 0.0082761465143390434 1.4723661989568824 1.5799427588438804 43.118654765207161 253.80965156214356 65.738790173905628 555.8945279052358 1793.4253300330035 1.5175808639243675 178.041380482829 140.55000321070727 3584.2863511697146 263.02226368159205 1.2722584366180041 1.8094436671863532 7.5000000000000009 -0.31346063217302239 -0.046476833528305596 0.9913985119981531 0.91978604108160433 157.58291925465841 1203.3937286156363 131.84241583799403
decision_type=2 2 2 2 2 2 2 2 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 -1 -6 9 -9 -8 -2 -11 15 -14 -13 -12 17 21 19 20 -19 -15 24 -18 -23 26 -21 -28 29 -25
right_child=10 3 -4 -5 6 -7 7 8 -10 11 12 14 13 16 -16 -17 23 18 -20 25 -22 22 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.069534623745876628 0.054519376823944712 -0.091162252705544233 0.07218453218229115 -0.0087709006362569498 -0.078123885980592334 -0.0071353857964277269 0.07376889646053314 -0.1249556280327616 0.0036578173259607496 -0.038454725388874067 -0.0026939508877694609 0.049947228306724184 0.042541436664760117 -0.0061183202924776428 -0.0094963859060201161 -0.070111728832125672 -0.050821432013596818 0.01216413838465087 0.081043576850340915 0.016889699489216915 0.056611875757575036 0.0047417005494935442 -0.043533103548638201 0.0021108317875990733 0.077793245543208392 0.030255653137075053 -0.015440696823809828 -0.088232984606708809 -0.0037381202343554293 0.042926349247969002
leaf_weight=39 28 36 24 37 26 85 20 27 78 32 20 31 34 605 29 22 35 256 26 22 75 24 23 525 45 28 28 28 2192 97
leaf_count=39 28 36 24 37 26 85 20 27 78 32 20 31 34 605 29 22 35 256 26 22 75 24 23 525 45 28 28 28 2192 97
internal_value=0 -0.00726403 0.000603206 -0.0494023 -0.00407786 0.0169786 -0.0148227 -0.00723823 -0.0294142 0.0135517 0.000819477 0.000461062 0.0004514 0.000850929 0.0212161 -0.038008 0.000497355 0.00577118 0.0168097 0.0129881 0.0222354 -0.00156148 0.0284047 -0.00164994 0.052384 -0.015888 -0.0324524 -0.0518368 -0.00103835 0.00847595
internal_weight=0 464 391 73 367 124 243 217 105 112 4113 92 4085 4043 60 42 4009 1160 463 437 331 697 92 2849 69 106 78 56 2814 622
internal_count=4577 464 391 73 367 124 243 217 105 112 4113 92 4085 4043 60 42 4009 1160 463 437 331 697 92 2849 69 106 78 56 2814 622
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=15 15 3 9 15 29 11 5 11 22 13 14 14 0 22 19 13 6 11 22 29 7 7 7 14 13 11 13 2 26
split_gain=2.8377 12.4169 11.6179 9.30979 7.6596 6.23118 6.18404 17.3466 11.3175 10.2523 9.99914 8.36412 10.5644 6.71993 6.25729 6.16944 6.07271 5.77148 6.47771 5.56606 5.53683 5.20237 9.29486 9.40068 4.51542 4.46006 4.40951 3.82826 17.5461 4.87172
threshold=540.50000000000011 437.50000000000006 284.1273702227769 143.09299586218779 584.50000000000011 170.00000000000003 163.60229746070135 204.46439759036147 137.84989253614694 -0.08873376970739634 108.00102627257802 0.24287196328933788 0.14098872307543711 237.63804048389031 -0.31346063217302239 0.752559095290118 79.896632084019259 237.60879617997043 180.62709643953113 -0.25837990874907407 125.00000000000001 120.39035242861404 155.35898265947353 173.31238364431258 0.2621714421027706 107.00018003744781 129.27576310166006 306.55354200988472 798.48432115855974 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 6 17 -4 20 -5 8 13 11 -9 -11 12 16 -8 -13 -10 -1 18 19 -3 25 -6 -23 -24 -22 -2 -21 29 -29 -25
right_child=4 2 3 5 21 -7 7 9 15 10 -12 14 -14 -15 -16 -17 -18 -19 -20 26 24 22 23 27 -26 -27 -28 28 -30 -31
leaf_value=-0.03733580941013221 -0.033786050733178856 0.00082774815149605279 -0.038923679576374784 -0.0093060905261275664 -0.041141118133260358 0.054131304111797368 -0.10875231779434465 -0.047574284850131904 0.0097474366519600154 0.081389550088594359 -0.011945199847898701 0.050363774790332244 -0.071826202177575668 -0.035460199274379635 0.00095910219943395295 0.084949317380475509 0.024543916210532188 0.083855967596173295 -0.014756528118794616 0.097372039377858696 -0.074560836044450601 0.049865605289468901 -0.06288817815560227 0.0027874320021679913 -0.020956248112700204 0.031462181054733022 0.041116161918953849 -0.098896042741835125 0.026768011435866358 -0.0051136932795944334
leaf_weight=29 20 20 39 30 31 32 22 21 20 24 22 29 35 29 221 24 35 29 22 22 30 37 24 2446 33 22 38 20 25 1146
leaf_count=29 20 20 39 30 31 32 22 21 20 24 22 29 35 29 221 24 35 29 22 22 30 37 24 2446 33 22 38 20 25 1146
internal_value=0 0.00565619 0.0248419 -0.000643609 -0.00109613 0.0234358 -0.00305436 -0.0231305 0.0029736 0.0103208 0.0367512 -0.00305188 -0.0276527 -0.0670764 0.00669004 0.0507666 -0.00349533 0.0444911 0.0332991 0.0465144 -0.0277327 -0.000346103 -4.12203e-06 -0.000508132 -0.0464822 0.000391594 0.0617433 -9.64956e-05 -0.0290827 0.000266639
internal_weight=0 743 232 101 3834 62 511 118 393 67 46 349 99 51 250 44 64 131 102 80 105 3729 3698 3661 63 42 60 3637 45 3592
internal_count=4577 743 232 101 3834 62 511 118 393 67 46 349 99 51 250 44 64 131 102 80 105 3729 3698 3661 63 42 60 3637 45 3592
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=13 21 17 17 9 21 17 2 18 25 22 13 22 18 12 4 13 13 25 18 9 7 18 16 13 26 17 29 13 9
split_gain=2.77873 5.96242 3.08335 5.2133 11.9926 4.85992 4.6037 5.52851 4.28499 12.3948 6.97632 7.23713 6.44182 4.13623 13.9871 30.9418 8.37122 14.4414 6.1375 10.8163 9.42874 5.86001 5.6698 20.5892 15.7101 15.9055 12.3774 10.4432 9.59071 10.9372
threshold=58.644280306441551 0.60256853944917321 2.4723764237162906 2.144075773547466 78.701234820282934 0.46159420682975683 2.0071512030908374 422.57975878449048 1.827592983229694 0.30112198172803178 -0.075026395199971521 77.974327926172194 0.15184272756864756 1.512738285502498 351.24611646746774 227.59800850734729 165.99700312459632 183.50024851339737 0.78129329537006087 1.5432041435140051 193.27044863252749 695.99647262892188 1.4326222256750549 480.10000000000008 83.546053127989566 2.5000000000000004 1.4647661974117432 185.00000000000003 116.26950034537991 199.20082171314743
decision_type=2 2 2 2 2 2 2 2 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 6 -5 -4 8 -8 13 10 11 -10 -12 14 15 -2 18 -18 19 20 -15 -22 -16 24 25 -24 27 -25 -26 -30
right_child=2 -3 5 4 -6 -7 7 -9 9 -11 12 -13 -14 16 22 -17 17 -19 -20 -21 21 -23 23 26 28 -27 -28 -29 29 -31
leaf_value=0.012193617483843929 0.016704452062646549 -0.059057315128544965 -0.0031685297592328149 0.024899743679755681 -0.066879350883620126 0.061511051903168357 -0.0083413221314549459 0.061026162974950338 0.00031432724291724821 -0.076341899484395986 0.071974842101335521 -0.057723867700945945 -0.0082860936596989634 0.00058685150440959709 0.0015063561627606051 -0.13563175401650371 -0.094586462727747858 0.0056749504034443966 -0.028335235634398076 0.010612685478194925 0.12192205961793662 0.047909682130684028 -0.036027432131045999 0.038997753231307948 0.020502343757256663 -0.13048285730183126 0.086875288038013088 -0.043701305727546033 -0.081425915945034774 0.011210237193852663
leaf_weight=23 30 24 26 24 35 21 20 27 70 28 20 31 20 21 3327 24 20 51 31 332 20 23 94 37 73 22 26 26 26 25
leaf_count=23 30 24 26 24 35 21 20 27 70 28 20 31 20 21 3327 24 20 51 31 332 20 23 94 37 73 22 26 26 26 25
internal_value=0 -0.0241898 0.000250976 -1.61561e-05 -0.0295455 0.0257309 0.000377657 0.0315081 4.33803e-05 -0.0155694 -0.00350115 -0.0174994 0.0318444 0.000670416 -0.000478245 -0.0510005 0.00922771 -0.0225677 0.0145145 0.0178689 0.0555107 0.082334 0.000267981 -0.012255 -0.027489 -0.0539414 0.0288252 0.00486798 -0.00274312 -0.036016
internal_weight=0 47 4530 4483 59 47 4424 47 4377 169 141 101 40 4208 3710 54 498 71 427 396 64 43 3656 329 240 116 89 63 124 51
internal_count=4577 47 4530 4483 59 47 4424 47 4377 169 141 101 40 4208 3710 54 498 71 427 396 64 43 3656 329 240 116 89 63 124 51
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=9 13 6 17 18 21 25 0 12 13 17 25 6 18 25 3 0 0 8 29 19 15 6 6 7 25 16 3 7 18
split_gain=2.5046 11.3179 14.1584 18.498 8.70928 9.07971 13.0853 12.0597 8.50215 20.0554 15.1886 15.0256 16.5227 10.7233 10.7095 10.3319 21.9287 10.5579 10.3268 29.1711 19.8489 18.6485 13.4834 12.3591 19.7232 16.3118 11.3275 11.2313 10.7233 9.39102
threshold=231.93754356020199 63.005060728744944 313.70505617977534 0.85909674249343693 1.0824217298827867 0.32053023193619051 0.055925171070498048 748.05657412257733 2798.0092775999624 269.61702481264228 0.96899570424329518 -0.059392609963155756 673.2964799889786 1.1409684152877353 0.20590988314886657 1007.1721252058611 686.02040816326542 848.70276497695863 557.93601774042963 185.00000000000003 0.91427159235806155 1080.2500000000002 298.25207178673344 427.58812867474745 480.72010606714463 -0.030832089021953092 251.20000000000002 439.78848960785893 496.79705535287036 1.454959560335692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 -7 9 18 -10 -12 13 -13 -15 16 -14 -17 20 -20 27 28 26 24 -24 -25 -21 -6 29 -22
right_child=1 4 -4 -5 8 6 -8 -9 10 -11 11 12 15 14 -16 17 -18 -19 19 22 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023438638643736363 -0.0098664885243544206 -0.083808291774420507 0.031158620739976568 -0.11000759192875453 -0.13642763458425181 -0.014881720512149563 0.025521200045265938 -0.093781363620207864 -0.054149539199923838 -0.088920920112958324 -0.033819407140836123 0.010422032158821821 -0.013802196948478621 0.049463621842796394 0.12411907671978979 -0.049981036838726144 0.11444183044756454 0.021396941275790681 -0.00395683010425988 0.033067154791206123 0.0060580353559244703 -0.09230837459756952 0.034788414490995588 -0.029301692749140785 -0.094427911192178735 0.04948324238133877 0.13949803989380599 -0.03044977687299252 0.052200170032059158 -0.04823242504756118
leaf_weight=2284 39 21 24 35 20 76 55 26 28 26 40 30 30 46 33 40 24 43 1145 20 123 23 27 32 21 147 20 20 36 43
leaf_count=2284 39 21 24 35 20 76 55 26 28 26 40 30 30 46 33 40 24 43 1145 20 123 23 27 32 21 147 20 20 36 43
internal_value=0 -0.00233466 -0.0355842 -0.0572305 -0.000850175 -0.0220541 -0.013794 -0.0349934 0.00102107 -0.00176677 0.0161411 0.0230227 0.0322654 0.0613203 0.0806488 0.00914865 0.0431951 -0.0130021 -0.000415548 0.00298401 -0.0185294 -0.00698997 0.032749 0.0233158 -0.0217437 0.0353988 0.0862826 -0.0834387 0.00272451 -0.00800516
internal_weight=0 2293 98 74 2195 178 157 102 2017 1703 314 286 246 109 79 137 54 83 1677 1412 265 225 267 227 48 179 40 40 202 166
internal_count=4577 2293 98 74 2195 178 157 102 2017 1703 314 286 246 109 79 137 54 83 1677 1412 265 225 267 227 48 179 40 40 202 166
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=23 10 6 14 28 19 17 28 9 17 29 19 20 19 27 23 16 28 28 17 9 28 14 16 17 11 17 6 19 19
split_gain=2.76931 8.26967 9.79379 5.6231 6.69679 3.45422 16.6616 13.481 34.8607 12.9769 11.2331 15.5612 13.0701 10.5678 10.2262 8.07109 6.93012 9.60383 10.5594 8.23637 14.4405 8.7873 7.53273 10.4378 7.16129 6.30665 6.08649 29.3886 21.3448 30.7008
threshold=-0.38964399409016293 59.080056678640069 129.11040886439375 0.21729934886404487 10.500000000000002 0.86056668721085028 1.8630594653960806 1.5000000000000002 203.35338345864665 1.9688544400163581 85.000000000000014 0.84628060239663638 1.6267992752593459 0.76533983168321507 8.5000000000000018 -0.15240916829267373 421.62500000000006 12.500000000000002 15.500000000000002 1.4397385702931194 170.76335758835762 6.5000000000000009 0.51989752086569774 506.47500000000008 1.4449699731812549 183.91745884848277 1.4942974757988412 130.86441053160166 0.944908496412596 0.99645674773303994
decision_type=2 2 2 2 2 2 2 2 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 7 26 8 9 13 12 14 -9 -2 16 -16 17 19 -19 21 -21 -12 23 -18 -20 -14 -7 -28 -29 -30
right_child=5 3 -4 4 -6 6 -8 10 -10 -11 11 -13 25 -15 15 -17 22 18 24 20 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.02920248731970787 0.044202149826555681 0.0027918999813581736 -0.065547931039085003 0.080511403910350055 0.010632397405182322 0.0010620832054463595 0.085603181596683425 0.09399759405106306 -0.15131012539971958 -0.078937343448739164 -0.066117717215988359 -0.068678353001942513 0.0503621603406611 -0.032072886958827866 -0.080956394446116908 -0.00034333959869716477 0.08697839750966524 -0.083148193932496589 -0.05261738478241023 0.0077067225605412923 0.089293384122160771 0.010631162949970791 -0.022241175170278266 0.0055607935714144865 0.013154995745542098 -0.01895643998070487 -0.12091704763734015 0.045973497864490911 -0.14163579650223254 0.0041531634552834122
leaf_weight=20 39 44 24 32 24 3571 23 25 22 22 26 37 21 34 27 23 32 26 25 131 26 35 21 31 49 35 24 56 20 52
leaf_count=20 39 44 24 32 24 3571 23 25 22 22 26 37 21 34 27 23 32 26 25 131 26 35 21 31 49 35 24 56 20 52
internal_value=0 0.0136478 -0.0224796 0.0295439 0.0505633 -0.000443331 0.00075209 -0.00696159 -0.0378807 -0.0116128 -0.000615043 -0.00632852 0.0338774 0.00867679 -0.00122466 -0.0438744 0.00408004 -0.00266809 -0.0283269 0.00910201 0.0212179 -0.0220815 0.0296265 0.0469158 -0.0090654 0.00703804 0.000227895 -0.01937 -0.000329965 -0.0363438
internal_weight=0 144 44 100 56 4433 3746 687 117 95 570 489 81 73 452 50 402 318 100 218 157 61 84 63 74 56 3723 152 128 72
internal_count=4577 144 44 100 56 4433 3746 687 117 95 570 489 81 73 452 50 402 318 100 218 157 61 84 63 74 56 3723 152 128 72
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=29 29 14 20 28 15 4 29 9 14 13 26 17 16 22 22 14 22 22 7 0 17 17 22 13 8 11 9 4 6
split_gain=2.67032 7.51018 12.3327 10.0231 7.86372 12.7309 25.2915 20.776 24.5892 18.6881 13.9321 12.8788 8.98359 16.7056 11.8507 13.9576 20.4489 11.9719 10.9216 9.75387 9.72056 11.566 9.36211 8.77099 10.4562 8.59297 8.55634 14.2157 7.78836 9.82157
threshold=105.00000000000001 125.00000000000001 0.078630067173276655 1.7783840512910631 2.5000000000000004 1080.2500000000002 551.74478722495166 200.00000000000003 245.78175179484523 0.016566013085551629 105.44633501454426 5.5000000000000009 1.2824875048089763 113.50000000000001 0.2107625804249228 0.043750836405545911 0.046120313137870801 0.18247160638229473 0.25549155814249153 2033.0737001064688 835.26978256995199 1.1240612446761367 1.1801668007298962 -0.018378317886229057 105.44633501454426 536.74210966613441 141.33430981954538 315.4427057562263 403.91959979329357 317.06316636775739
decision_type=2 2 2 2 2 2 2 2 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 7 25 23 26 -8 -11 13 18 15 -15 17 20 -6 -19 21 -17 -18 -9 -25 -3 -7 -28 29 -14
right_child=1 4 3 -5 12 9 10 8 -10 11 -12 -13 28 14 -16 16 22 19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0026699249270243247 -0.017512521740152606 0.091897565275430693 0.021273605294880413 0.12018992805853486 0.020824175349182704 -0.053853387498985161 0.0036984883869687715 -0.00012161005893637819 -0.11511509418487549 -0.024966233528943529 0.10989821208020052 -0.10693349096833207 -0.001179077751591679 0.0050470681323858549 -0.0062269149511277834 -0.041351380924295106 0.14888152733445167 0.10553929764032365 0.095674816295504575 0.020964825451374056 0.048512285428516794 0.039356717495964123 0.05212351407855749 -0.096518712739149734 -0.0041106837838888171 0.014767927601217076 0.05806186770126727 -0.035447710819927779 -0.018487674456320762 0.051110603745119311
leaf_weight=2060 27 20 21 20 44 23 21 138 27 36 30 41 455 459 446 56 20 25 35 30 33 26 20 24 25 52 37 29 258 39
leaf_count=2060 27 20 21 20 44 23 21 138 27 36 30 41 455 459 446 56 20 25 35 30 33 26 20 24 25 52 37 29 258 39
internal_value=0 0.00218516 0.0349663 0.0695255 0.00127494 -0.00987075 0.00129493 -0.0102735 -0.025907 -0.0325384 0.0661689 -0.0686111 0.00415587 0.009548 0.00639949 0.0148171 0.0361716 0.0210349 0.0539859 0.0594078 0.00268263 -0.015761 0.100503 -0.0130267 -0.0493718 0.0361928 -0.00132947 0.0169743 -0.00440557 0.00294905
internal_weight=0 2517 68 41 2449 503 337 286 214 166 51 77 1946 1194 1115 669 210 170 79 55 115 82 40 187 49 72 89 66 752 494
internal_count=4577 2517 68 41 2449 503 337 286 214 166 51 77 1946 1194 1115 669 210 170 79 55 115 82 40 187 49 72 89 66 752 494
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=21 10 15 15 28 29 22 5 16 18 16 5 22 14 29 14 0 0 11 2 14 14 5 5 18 15 21 15 5 11
split_gain=2.66949 6.11987 6.18655 13.0212 4.57051 3.66805 4.76469 3.55251 3.90519 7.70057 6.00766 6.08195 5.92461 4.82069 3.95419 3.93706 3.42599 8.07398 6.99277 6.00825 11.019 19.3281 7.62626 6.7054 15.2659 23.6729 13.0552 23.9201 8.88392 5.9212
threshold=0.17608928776059041 232.58072480361162 2389.6499999999983 1713.0000000000002 11.500000000000002 125.00000000000001 0.15184272756864756 23.105286633328127 71.500000000000014 1.3212828178165956 109.50000000000001 54.874928712179056 0.19295985228455778 0.040020961354452225 125.00000000000001 0.10186314197922257 121.0874125874126 130.15334755288583 157.58291925465841 248.79150373520272 0.20452779887660469 0.072495043521183952 100.34449269021577 129.11006214515885 1.426782415676165 721.00000000000011 0.60783124388032694 2057.5500000000006 133.69244774415122 86.701515151515153
decision_type=2 2 2 2 2 2 2 2 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 -7 -2 9 -9 13 -12 -11 14 -10 -15 18 -18 -13 20 21 -19 29 24 26 -26 27 -24 -25 -21
right_child=7 -3 4 -5 -6 6 -8 8 10 12 11 16 -14 15 -16 -17 17 19 -20 22 -22 -23 23 28 25 -27 -28 -29 -30 -31
leaf_value=-0.031666172490171764 0.038829986588098109 -0.058121528863906861 0.054187093272805215 -0.090970069691538813 -0.0075817032352737766 -0.015845982815054331 0.049249105900526051 0.027551605287007987 0.021213441823298734 -0.082511173285867864 -0.048222741713890661 0.0041182934044817696 -0.0099238273602995017 -0.023067014777500713 0.078326260366223088 0.02557813422726013 -0.054828877484908813 0.0061107602502618527 0.053102793924820924 0.047767839627340436 0.0023518899594669913 -0.12801360345699572 0.12009819107396263 0.056927834843684522 -0.001126725905604901 -0.12920556359286248 -0.039952226387602943 -0.023395862887488107 0.0003809086050905836 -0.0035317071377196246
leaf_weight=23 24 25 25 20 23 22 23 20 27 23 26 153 22 28 22 41 27 21 36 60 67 22 21 28 31 27 35 26 3593 36
leaf_count=23 24 25 25 20 23 22 23 20 27 23 26 153 22 28 22 41 27 21 36 60 67 22 21 28 31 27 35 26 3593 36
internal_value=0 -0.0126481 -0.00428902 -0.020041 0.0245895 0.000820527 0.0174248 0.000461129 0.000251463 -0.0240777 0.000616934 -6.95945e-06 -0.047024 0.0228709 0.0468559 0.00583807 0.000292732 -0.00032982 0.0134487 4.11089e-05 -0.0230036 -0.062511 0.000698334 -1.20854e-05 -0.021486 -0.0607496 0.00628587 0.0407185 0.000818167 0.0285305
internal_weight=0 161 136 88 48 68 45 4416 4392 65 4327 4209 45 118 49 69 4183 3994 189 3967 110 43 3857 3761 140 58 82 47 3621 96
internal_count=4577 161 136 88 48 68 45 4416 4392 65 4327 4209 45 118 49 69 4183 3994 189 3967 110 43 3857 3761 140 58 82 47 3621 96
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=4 15 15 9 19 4 4 27 2 21 4 5 0 0 0 0 25 21 2 2 5 9 8 10 15 21 18 19 27 15
split_gain=2.51686 8.42109 15.9549 14.3441 13.1074 9.02777 10.8638 10.9808 5.39438 8.30927 7.50946 9.42489 11.3936 13.3456 10.5514 10.6637 9.44251 7.73467 6.12173 14.2938 9.97113 23.3526 33.1047 7.39642 19.5491 37.5987 51.7274 6.54181 6.27463 12.9752
threshold=162.08048572125946 1090.1000000000006 2180.4999999999995 170.76335758835762 1.0948685498485806 145.82368287478712 121.57632500842574 8.5000000000000018 198.24743334557439 0.97888830711473218 211.95912223872696 180.36599082790249 270.33308004052691 870.07000000000005 378.58642120075052 345.85120021822155 0.7951845055175929 0.64234864406279202 343.42446412320351 350.68665730645546 127.16008058814002 147.75434500032864 1781.8402846534657 70.608643581293961 805.25000000000011 1.292166492119178 1.4059984303351112 0.69313682931459264 8.5000000000000018 676.35000000000002
decision_type=2 2 2 2 2 2 2 2 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 5 -3 6 7 -1 9 -2 11 12 16 14 15 -14 -10 -13 28 -20 21 -21 -23 24 25 26 -22 -25 -12 -30
right_child=8 2 -4 -5 -6 -7 -8 -9 10 -11 18 17 13 -15 -16 -17 -18 -19 19 20 23 22 -24 27 -26 -27 -28 -29 29 -31
leaf_value=0.0019530304188353825 -0.081575747653841971 -0.018956679915045873 0.015599657949060203 0.061978956432465253 -0.11403355254181501 -0.055228944429579908 0.058100717887282376 -0.076791588181541082 0.016691717594098973 0.0084877579650353818 0.0019161657254174902 0.0054221226908599159 0.068037948927709035 -0.023777013336834702 0.097536036964844586 -0.018506522166232268 -0.040463200914008284 -0.058948461358834595 -0.074093553313502564 0.035161085955558287 -0.024575126879238365 -0.17617441015318036 -0.015712251007142995 -0.035411472139613973 0.030565759368544939 0.010046441723326487 -0.23362227879464625 0.0014097850899304413 0.012905477087907983 0.090364021328943112
leaf_weight=113 20 29 40 34 29 34 28 21 166 21 203 56 35 23 44 24 35 28 27 31 29 20 36 49 49 56 20 3154 95 28
leaf_count=113 20 29 40 34 29 34 28 21 166 21 203 56 35 23 44 24 35 28 27 31 29 20 36 49 49 56 20 3154 95 28
internal_value=0 -0.00844006 -0.032987 0.00201909 -0.0664951 -0.00838212 0.00144993 -0.0103875 0.000651528 -0.0354457 0.00100323 0.0138433 0.0215183 0.0450943 0.0604734 0.0328334 0.00673937 -0.0160347 -0.000386613 -0.00161716 -0.00104897 -0.0344728 -0.0730202 -0.000182753 -0.0215896 -0.0459288 -0.1099 0.000846488 0.0127153 0.0305383
internal_weight=0 328 98 230 58 196 162 134 4249 41 4208 411 327 126 103 59 201 84 3797 3471 3444 87 56 3357 154 105 49 3203 326 123
internal_count=4577 328 98 230 58 196 162 134 4249 41 4208 411 327 126 103 59 201 84 3797 3471 3444 87 56 3357 154 105 49 3203 326 123
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=14 20 20 29 1 19 28 23 24 3 23 18 18 21 19 3 19 1 18 21 16 13 24 13 20 23 23 13 13 8
split_gain=2.33431 5.53475 9.32358 10.8634 8.89073 7.76648 15.7866 23.2542 14.2773 16.362 10.3836 9.34546 7.76614 7.28319 5.42107 16.2402 16.0084 14.422 24.807 13.2242 14.1028 24.1447 12.4637 10.5111 12.3563 7.30355 9.24506 12.7617 9.09366 8.57685
threshold=0.40782161537310657 1.2878097324743694 1.3553620118374112 185.00000000000003 422.04652454917772 0.80865695883776223 1.5000000000000002 -0.024415327353379281 0.045358339157918461 201.93357757892178 0.11086959059451448 1.267176104525604 1.2160600252238403 1.1958425365744623 0.94179739635895521 534.06777215142085 0.94859495244837377 443.87124125648512 1.1284488827133021 0.53605240500341167 244.30000000000004 114.65633160713884 0.5783970082184674 106.46946177889043 1.8031167227677927 -0.11739444632112704 -0.26333266469002964 104.06763993508854 158.83104350670595 584.3330759661992
decision_type=2 2 2 2 2 2 2 2 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 -3 -1 6 7 -4 9 -8 11 -10 -11 -14 15 17 -16 19 -19 -7 21 -21 -17 -20 -25 26 -22 -28 29 -27
right_child=-2 2 5 -5 -6 14 8 -9 10 12 -12 -13 13 -15 16 22 -18 18 23 20 25 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.081822758309897936 0.0066209679372697507 -6.2080412837011472e-05 -0.017471367532485411 -0.090754476889967919 -0.0042524736108524464 0.088487279025668455 -0.093036064923066528 -0.15068795435130597 0.095215892488205889 0.037102109619549344 -0.013688162532754435 0.0094532859822114308 -0.065958834469318398 0.015003299462259749 -0.070186779656532139 0.075315737755874468 -0.00018654259244183652 -0.11430647069445024 -0.056238619765887655 -0.090751032350475311 0.045178428370701643 0.027570080262209692 -0.012876162407073108 0.062643737875623634 -0.036074455463815304 0.027353205046771717 0.032930559233826553 -0.055667912194857727 -0.0093230712227523327 0.11025361008942128
leaf_weight=21 477 28 38 25 28 22 29 20 27 28 39 24 25 20 33 59 3266 26 24 34 38 35 22 32 21 24 29 37 20 26
leaf_count=21 477 28 38 25 28 22 29 20 27 28 39 24 25 20 33 59 3266 26 24 34 38 35 22 32 21 24 29 37 20 26
internal_value=0 -0.000770293 -0.00117438 -0.0428415 0.0326369 -0.000622014 -0.0176876 -0.0634081 -0.00387616 -0.0294911 0.0251541 0.054857 -0.0042472 -0.0299757 0.000516297 0.0108252 -0.000886757 0.00190256 -0.0298511 0.0142445 0.00752297 -0.0307331 0.0513624 -0.00133365 0.023529 0.0226935 0.00588513 -0.0167383 0.0476658 0.0704614
internal_weight=0 4100 4051 53 49 3998 250 58 192 102 90 51 73 45 3748 449 3299 368 103 265 243 69 81 77 53 174 104 66 70 50
internal_count=4577 4100 4051 53 49 3998 250 58 192 102 90 51 73 45 3748 449 3299 368 103 265 243 69 81 77 53 174 104 66 70 50
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=28 18 28 13 6 16 4 16 25 0 25 12 0 0 11 12 25 3 0 18 23 13 10 28 9 3 13 26 19 12
split_gain=2.47329 12.1564 10.7704 10.8597 15.0813 17.5999 10.0997 10.1391 24.791 28.1077 16.8017 13.0357 11.2385 12.598 9.10894 9.52968 8.7636 8.74756 20.3863 20.8525 22.0343 9.40376 8.60309 8.12149 12.8179 20.8053 12.7377 12.1882 10.8776 8.0492
threshold=5.5000000000000009 1.5911102500534773 2.5000000000000004 75.906806297178761 461.62510722250823 128.12500000000003 113.00462929963048 415.12500000000006 0.0072337983526419925 430.36666666666673 -0.085679872645048352 1366.1527625745719 312.55419142946522 206.00074815681367 330.83438677632188 2953.4809917970524 0.16183483804316562 335.82025778829558 275.36537050623627 1.1191647355489631 -0.04848401740845381 306.55354200988472 212.58891213389123 6.5000000000000009 161.59353875870912 263.11269869433215 187.00244687176362 26.500000000000004 1.1224659413975779 1859.1393202642575
decision_type=2 2 2 2 2 2 2 2 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 -1 -4 10 22 -10 -8 12 13 -12 15 -13 -7 18 29 -20 -21 -19 -9 24 25 -2 28 -25 -26 -5
right_child=23 -3 6 17 -6 16 7 8 9 -11 11 14 -14 -15 -16 -17 -18 21 19 20 -22 -23 -24 27 26 -27 -28 -29 -30 -31
leaf_value=-0.09177415233986852 -0.0094607495583402812 0.024813700181682812 -0.058457252958958796 -0.0047845554538071162 -0.11097841540351511 -0.034736362447709605 -0.055149006880154575 0.076724139857105911 -0.13721117416396739 -0.012249691561381851 -0.0020922576217618709 0.072361642603797155 -0.020548717211658026 0.059478903958787688 0.015888119486535523 0.0012304087493406691 0.015427039278780714 0.0075772072876052025 0.0011931055810215862 -0.044643731376466655 -0.1755549808125943 -0.062386909127235414 0.016150980077132029 -0.0013948690339641212 0.049801096601820576 -0.12244385326547283 -0.072471105695391697 0.042824674856092315 -0.011018136608450172 0.063846854085102683
leaf_weight=28 39 221 22 54 20 59 28 33 20 180 73 104 85 61 77 23 85 487 43 36 20 20 81 2392 41 28 24 64 104 25
leaf_count=28 39 221 22 54 20 59 28 33 20 180 73 104 85 61 77 23 85 487 43 36 20 20 81 2392 41 28 24 64 104 25
internal_value=0 0.00277798 -0.000148639 -0.00776989 -0.0287885 -0.0192315 0.00834417 0.0102653 -0.00353198 -0.0247458 0.0198713 0.0248372 0.00789423 0.0259364 0.043026 0.0594796 -0.00512602 -0.00187854 -0.0209504 -0.0511815 -0.0913977 0.00481728 0.0336853 -0.00194521 -0.0196642 -0.0566776 -0.00499022 -0.000242568 0.00617903 0.0169342
internal_weight=0 1885 1664 877 192 172 787 765 314 200 451 423 219 134 204 127 144 685 178 99 56 507 114 2692 236 67 169 2456 145 79
internal_count=4577 1885 1664 877 192 172 787 765 314 200 451 423 219 134 204 127 144 685 178 99 56 507 114 2692 236 67 169 2456 145 79
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=13 7 12 21 25 18 13 16 19 18 14 23 19 3 18 13 2 12 2 8 13 6 8 6 12 16 13 19 13 18
split_gain=2.42555 4.59541 2.45321 10.4496 13.2686 13.292 8.98935 10.9886 12.4996 14.1216 10.2842 15.2529 10.2664 9.4236 9.37492 8.56927 11.4425 7.93786 8.33367 11.8106 9.93288 10.3936 10.3716 9.11858 7.8354 7.81013 9.78774 7.7353 7.46599 7.389
threshold=58.644280306441551 203.76842106555179 1988.1905594405596 0.30544186024566966 0.73813837895503831 1.1212603349560639 122.16484738225189 249.02500000000003 1.0208590502456112 1.2254857958790042 0.22387494212574358 -0.056372046729970475 1.1570416437508795 845.39429953062029 1.3262090569730798 147.38109026379837 541.96200908167054 2061.7776587539561 395.3829896402587 168.61071879820381 152.46221806950896 181.23118575624085 362.18301822949712 218.57840143871249 1443.6487044765549 606.65000000000009 171.42566537415777 1.0858643139571622 79.058840147626327 1.3367051391933968
decision_type=2 2 2 2 2 2 2 2 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 -2 15 10 24 14 -12 27 -14 -9 -8 -17 29 20 -20 21 -19 -23 -22 -10 26 -15 -11 -21 -5
right_child=2 -3 3 17 -6 -7 7 8 9 12 11 -13 13 25 -16 16 -18 18 19 28 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012192541077023462 -0.00086390110141932284 -0.0507022404899964 -0.10933140831689039 -0.057834961381223474 0.014204333448096327 -0.020288804291110293 0.018912516585551205 0.12184012884209897 0.093654808941586273 0.0086230220204150231 0.066643867653328928 -0.040118533048940745 0.047885825604732549 0.0089926597535271539 0.036348685751790587 -0.0076849023291765892 -0.085984328389167794 0.0054122355489179177 -0.07627029442893607 0.022914636416024852 0.01516659054129074 0.021208944343603577 0.10566005341031336 -0.065201267390511936 0.012294134739786387 0.039872970134019858 -0.065837605618711173 -0.061380753391667424 -0.0029878664934289705 0.010872769456667205
leaf_weight=21 2185 26 30 45 38 38 85 29 29 27 32 23 56 44 23 99 23 47 21 122 48 26 33 20 20 30 29 38 1266 24
leaf_count=21 2185 26 30 45 38 38 85 29 29 27 32 23 56 44 23 99 23 47 21 122 48 26 33 20 20 30 29 38 1266 24
internal_value=0 -0.0226003 0.000234485 -0.00268768 -0.0331241 -0.0595723 0.00208772 0.0130746 0.0231728 0.0118183 0.0521426 0.0219978 0.00118096 0.0148691 0.0840266 -0.00546319 -0.0224463 -0.000734743 0.000712464 -0.00183728 0.0213595 0.0404961 0.0684443 -0.00847101 0.0604464 -0.00308179 -0.0207344 -0.0323023 -0.000711134 -0.0339366
internal_weight=0 47 4530 1758 106 68 2772 587 380 273 107 55 224 159 52 207 122 1652 1583 1409 174 106 59 68 49 103 73 65 1388 69
internal_count=4577 47 4530 1758 106 68 2772 587 380 273 107 55 224 159 52 207 122 1652 1583 1409 174 106 59 68 49 103 73 65 1388 69
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=24 25 25 12 7 12 10 15 4 7 25 23 13 10 28 10 17 13 17 11 20 9 10 4 28 24 21 13 21 20
split_gain=2.20387 23.8949 11.2966 10.45 9.65924 9.30649 8.40059 8.21725 16.8548 11.9521 17.4487 22.5948 14.1701 9.84129 10.1311 8.06348 12.7199 10.708 7.81491 7.78429 22.3467 7.3521 8.76744 9.47675 8.54734 8.72965 6.46041 8.88321 6.23147 9.01301
threshold=0.47541153680200748 0.45490544969277263 0.38528298674639527 1359.9475008392885 913.60632766094966 299.77364678938352 175.34348400523285 1520.9999999999998 397.68069727891162 1521.1132920696512 0.50121494353979856 0.69808746917677389 90.268821551307468 212.58891213389123 7.5000000000000009 346.87574230078724 0.98944035684757081 71.999559787979521 1.119291051342344 623.10432579376493 2.0529773731082366 172.61379036908883 121.301592330297 184.97916666666671 5.5000000000000009 0.69859185583291028 0.41230194497903144 64.968492234718894 0.49745479744290083 2.0865415938045095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 6 -3 -4 8 21 10 -9 13 -13 14 18 17 -17 -6 -12 28 -21 -7 -23 -24 25 -25 -26 -28 -11 -30
right_child=1 5 4 -5 15 7 -8 9 -10 19 11 12 -14 -15 -16 16 -18 -19 -20 20 -22 22 23 24 26 -27 27 -29 29 -31
leaf_value=-0.00015499367963717501 0.023864669559280512 -0.056270799147231244 -0.09478309378027916 0.11726417613029481 -0.032705915967623393 0.038347836934207458 -0.012166627682745457 -0.10126555404067039 0.076859571565038129 0.013330504035053044 0.085408592823860721 -0.023487035815532395 -0.1325326748869636 -0.046464745195642594 -0.0048399870738733653 0.0040187468766375925 -0.092856956457557246 0.063301777467131615 0.0053075061844927926 0.030580220236019657 -0.11547086837235838 -0.0441172298730204 0.059177764194206367 0.083931458443403245 -0.065744410526184807 0.0063948361883994264 0.053407040912480587 -0.018394333935430041 -0.031028734248607082 0.0045731789634996791
leaf_weight=2858 23 28 32 25 21 63 20 25 39 438 29 26 22 31 86 33 23 26 21 22 20 38 31 20 21 53 21 96 94 292
leaf_count=2858 23 28 32 25 21 63 20 25 39 438 29 26 22 31 86 33 23 26 21 22 20 38 31 20 21 53 21 96 94 292
internal_value=0 0.00304567 -0.00158096 0.0725102 -0.0278739 0.000846267 -0.0630075 0.00192105 0.0145657 -0.00244628 -0.0221932 -0.0129987 -0.0734663 0.0043812 0.0159711 -0.0101366 -0.0357695 0.0204047 0.0517661 0.0030263 -0.0389679 0.00748275 0.000538109 0.0075501 -3.50016e-05 0.0276377 -0.0146735 -0.00550691 0.00516678 -0.00409672
internal_weight=0 1564 3013 48 155 1516 52 1488 382 1106 240 215 48 167 136 103 56 47 50 866 42 343 280 242 211 73 138 117 824 386
internal_count=4577 1564 3013 48 155 1516 52 1488 382 1106 240 215 48 167 136 103 56 47 50 866 42 343 280 242 211 73 138 117 824 386
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=29 29 10 10 3 9 29 8 15 8 27 9 18 18 18 10 21 5 10 23 6 23 3 27 24 3 9 15 1 4
split_gain=2.31313 5.9201 8.05449 7.19081 13.0474 10.9742 32.9133 10.1069 14.5732 13.4956 11.1843 11.0051 11.0036 9.22291 10.3289 7.6418 9.87751 8.33142 7.05997 14.5051 12.2469 15.4075 26.2811 13.5494 9.88819 10.1193 9.74837 8.32115 9.44624 7.95143
threshold=105.00000000000001 125.00000000000001 152.13407384230291 175.34348400523285 385.27094537488807 225.95287012825307 200.00000000000003 884.57628513547741 1509.8500000000001 596.38600067957884 7.5000000000000009 200.75383382213718 1.2219434004776946 1.5623282212116509 1.1355222280187129 195.62530995274912 0.25039655583597104 369.42499671587848 226.47729323308275 -0.015803274700725661 267.15096431319137 0.13516613198095703 750.81012045533555 7.5000000000000009 0.11066868834415759 422.31358122989741 313.60984848484856 792.75000000000011 976.70246703849216 430.80095720720726
decision_type=2 2 2 2 2 2 2 2 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 5 13 7 -7 9 11 -3 -11 -9 -12 14 -5 17 -17 -6 19 -18 -20 23 29 24 25 -22 -21 -27 -29 -23
right_child=1 3 -4 4 15 6 -8 8 -10 10 12 -13 -14 -15 -16 16 18 -19 20 26 21 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0024849502762740883 0.067642494535539305 -0.00021634252835065127 -0.0013095806042353313 0.010744632594287396 0.011290853719239952 -0.0097476994956558847 -0.12959898494255659 0.10289479879842651 0.0040898918523797605 -0.0021684221381884673 -0.025101066524019611 0.017933746408671142 -0.11710259920129409 -0.019106534936211325 0.078935352891105523 0.066446318680589853 -0.065031575441360484 0.074773495670022644 0.062050284546884632 0.056994513748213654 -0.071424873471260072 -0.050093500204384328 -0.0046773703173309767 0.049777529595918218 0.061564877220930958 -0.045735384614178635 -0.019602300295675244 0.016002776088258171 -0.029681929666548968 -0.13819636260824544
leaf_weight=2060 32 875 36 36 72 193 26 31 169 43 26 30 26 22 58 22 50 29 33 24 20 20 147 71 26 33 54 236 56 21
leaf_count=2060 32 875 36 36 72 193 26 31 169 43 26 30 26 22 58 22 50 29 33 24 20 20 147 71 26 33 54 236 56 21
internal_value=0 0.00203377 0.0311385 0.00122564 0.00758578 -0.00339096 -0.0239766 0.000365921 0.0192128 -0.00410292 -0.0399004 0.0611107 -0.0711018 0.0391786 0.0528198 0.0035762 0.000353346 0.0295185 -0.00148489 -0.0229862 0.00266619 -0.000444403 -0.0244232 0.00975474 0.00209539 -0.00238637 0.00396595 0.00186215 0.00724133 -0.0952194
internal_weight=0 2517 68 2449 1030 1419 219 1200 230 970 95 61 52 116 94 914 813 101 791 128 663 630 188 442 371 345 78 325 292 41
internal_count=4577 2517 68 2449 1030 1419 219 1200 230 970 95 61 52 116 94 914 813 101 791 128 663 630 188 442 371 345 78 325 292 41
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=17 20 15 2 15 15 15 17 20 25 7 17 7 17 0 27 4 25 21 17 7 6 4 17 17 15 17 25 20 20
split_gain=2.03125 12.2543 5.17488 5.74954 9.09778 7.19579 7.08064 4.0497 13.2295 10.1273 5.97883 3.7078 9.08672 3.14712 5.32356 4.39658 3.14317 3.83348 3.10894 9.92617 20.7893 4.10252 2.95222 4.98275 5.23837 16.1407 4.64032 12.0788 3.73078 4.00338
threshold=0.87485012811158125 2.1960013891629129 701.37499999999966 335.0578315998747 887.07499999999993 1053.4000000000003 1116.4000000000003 0.9229191027882665 3.7165071886661165 0.78129329537006087 1882.4131325205196 0.92930099331658156 1907.496679526625 0.90115764454279257 332.97209272209278 8.5000000000000018 841.40318627450995 0.77862303730073168 0.17608928776059041 1.0110868482629827 1469.1684888567986 150.18020508696091 60.32629522594798 2.322753048314135 2.144075773547466 562.50000000000011 1.9124585916875907 -0.013786382734692095 0.9401213762528523 1.2161833901256034
decision_type=2 2 2 2 2 2 2 2 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 -7 8 9 13 -11 12 -9 14 -2 -15 17 -8 19 20 -13 -21 -20 24 26 -26 28 -28 -24 -30
right_child=7 2 3 4 5 6 16 11 -10 10 -12 18 -14 15 -16 -17 -18 -19 22 21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.06655839175145957 0.066908142694526093 -0.037957006614775433 0.052975214531888137 -0.042476128163532571 0.052880309206066713 -0.052537051659254798 0.057583829371825518 0.0077512036856205672 -0.057084211893379692 0.10478704110719264 0.029241947090486067 -0.12857592552900315 -0.075734876248646874 0.013759711887076743 0.0085502534710233009 -0.032007962767966094 -0.017814940861648039 -0.00080474102128805084 -0.027487321949966656 -0.014149932239792849 -0.0020320017079545837 0.032630405237747205 -0.027247336209014369 0.044524386238593325 0.022702935811442636 -0.097344123252800535 0.0028727443902088062 0.087819321220740681 0.026652023813418919 0.00039087459651407548
leaf_weight=32 22 31 23 39 33 21 23 32 24 20 22 20 22 61 54 32 21 22 37 38 37 37 48 26 24 21 70 22 59 3604
leaf_count=32 22 31 23 39 33 21 23 32 24 20 22 20 22 61 54 32 21 22 37 38 37 37 48 26 24 21 70 22 59 3604
internal_value=0 -0.00885834 -0.000189785 0.00624309 -0.000516899 0.0131199 -0.0019617 0.000500991 0.0132673 0.0212694 0.0652158 -0.000231274 -0.0262616 0.0103478 0.0254433 -0.00198831 0.0141305 0.0290383 0.000116398 -0.0149778 -0.0464334 0.00892837 0.000625843 0.000894348 0.000599551 -0.033319 0.0010009 0.0231861 0.000450905 0.000813863
internal_weight=0 245 213 182 159 120 87 4332 235 211 42 4097 54 169 76 93 66 45 4043 132 57 75 3911 3874 3848 45 3803 92 3711 3663
internal_count=4577 245 213 182 159 120 87 4332 235 211 42 4097 54 169 76 93 66 45 4043 132 57 75 3911 3874 3848 45 3803 92 3711 3663
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=12 12 8 17 13 28 28 28 5 18 20 0 21 9 8 5 6 0 0 20 13 21 20 3 20 18 25 17 8 0
split_gain=2.1361 12.12 11.5565 9.90695 11.0905 9.27333 16.919 13.4774 10.8174 14.3135 11.1611 12.0279 9.37391 8.51861 13.8836 7.33765 10.4599 7.26164 16.5499 8.98038 8.29437 7.93817 12.2945 9.01782 9.01699 9.45977 8.75055 16.1541 8.06954 9.13335
threshold=2813.8531943219846 2447.8813222923977 168.61071879820381 0.96656398464511295 83.546053127989566 5.5000000000000009 10.500000000000002 13.500000000000002 193.68577970609465 1.3963788227820666 2.4884771502216099 710.72051148225489 0.4840421024009765 96.63928053815178 258.38964967277133 212.38191325592592 392.50749416170078 232.70310519645122 323.33239437665162 1.4574668415392387 147.38109026379837 0.50963018916902458 2.6589782216802589 836.16735787321477 2.1503722720910878 1.1284488827133021 0.0072337983526419925 1.3380002776595628 596.38600067957884 455.78662900188328
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 -5 8 12 -8 -3 10 11 -10 -7 -6 -15 -9 -17 -16 -19 20 -20 22 -21 -24 25 -23 -27 -28 -26 -30
right_child=2 5 3 4 13 6 7 15 9 -11 -12 -13 -14 14 17 16 -18 18 19 21 -22 24 23 -25 28 26 27 -29 29 -31
leaf_value=0.00096182336990815207 -0.068484692408570233 -0.060964947096679524 -0.032686737809780105 0.053521610425647216 0.064873497250179449 -0.12408384326379747 0.065063545817420604 0.023860863223671914 -0.044361984209369931 0.086924474754116757 0.061693730256096882 0.036662230199133915 -0.046577548622612805 -0.077814427576959139 -0.052429136745631703 -0.09809827320277692 -0.018147097377416987 0.054885921420097572 0.0014099232852458955 0.045356035318124939 0.075168949500807838 -0.077627609752946428 0.027230208292603492 -0.064583189477739125 0.069271896928548821 0.003944651365553567 -0.011123599371110852 -0.11251346879448235 -0.037502583298014432 0.021058513182307302
leaf_weight=3380 21 23 59 54 24 20 21 29 57 22 22 27 71 20 20 20 90 69 30 74 31 27 20 23 20 109 55 22 41 76
leaf_count=3380 21 23 59 54 24 20 21 29 57 22 22 27 71 20 20 20 90 69 30 74 31 27 20 23 20 109 55 22 41 76
internal_value=0 -0.000990473 0.00471191 0.00669787 0.00994779 -0.0174053 -0.0291856 -0.00960565 0.00217652 0.0135222 -0.00171218 -0.0183185 -0.0636119 0.00638805 0.00418452 -0.0208866 -0.0326837 0.0068425 0.00882815 0.00280924 0.038894 -0.00190419 0.0206456 -0.0218793 -0.00944227 -0.0223149 -0.0142856 -0.0400921 0.0105714 0.000537103
internal_weight=0 3782 795 774 715 402 251 160 151 128 106 84 91 661 637 139 110 617 597 528 61 467 117 43 350 213 186 77 137 117
internal_count=4577 3782 795 774 715 402 251 160 151 128 106 84 91 661 637 139 110 617 597 528 61 467 117 43 350 213 186 77 137 117
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=14 13 28 9 13 12 13 29 22 14 27 0 12 28 22 13 22 13 26 28 22 22 23 13 4 21 28 14 21 26
split_gain=2.35658 4.96223 6.54513 9.80815 6.29626 13.2217 9.69512 5.68976 6.72722 5.48123 5.43922 4.74233 6.76599 4.93942 4.40661 14.554 11.3537 17.8018 59.4413 14.4657 13.433 11.6148 16.2544 10.7944 24.2455 12.9314 11.5783 10.2416 9.58248 10.7315
threshold=0.40782161537310657 69.833635265700494 11.500000000000002 252.15374615930043 158.83104350670595 2553.3619155665151 120.99296386882726 200.00000000000003 -0.10762953389926394 0.49415454277677995 7.5000000000000009 430.36666666666673 1836.419781359941 18.500000000000004 0.075114308908822633 261.73002743567298 0.021023204311545713 109.7434210526316 7.5000000000000009 1.5000000000000002 0.01394302231340276 0.0074036750647156991 -0.0087246922728422185 257.14161924469744 667.33333717655466 0.77681710016750538 21.500000000000004 0.0038335941967044588 0.66613225617784888 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=14 10 4 11 5 6 9 -6 -9 -3 -2 12 13 -4 15 16 20 18 19 -18 21 28 -23 25 -25 -16 -27 -28 29 -1
right_child=1 2 3 -5 7 -7 -8 8 -10 -11 -12 -13 -14 -15 23 -17 17 -19 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.0076978877785181575 0.010242859763093293 -0.0012201926216136578 -0.08350495428312571 0.025132716333745371 0.035612983449741648 -0.02843097738740552 0.092184346927596 -0.051383305575166432 0.0032964407333305906 0.046830827312297985 0.076721158707514406 -0.073069501194086936 0.011840501299926214 -0.013223965880461036 -1.3426109552259676e-05 0.060099364247392206 -0.10095736052840949 0.0026559862814198331 -0.20868836119771006 -0.0081645157015217198 0.050795349138586424 0.0045748934925844273 -0.11306792222287343 -0.12203109684315594 0.021909545004367828 0.02885235762473063 -0.076821597949379983 0.023167001297697429 -0.0065793085769443585 0.072398098943562347
leaf_weight=221 32 43 20 43 27 36 28 35 63 53 20 22 35 20 2032 34 20 127 20 105 46 24 23 22 25 280 21 20 1051 29
leaf_count=221 32 43 20 43 27 36 28 35 63 53 20 22 35 20 2032 34 20 127 20 105 46 24 23 22 25 280 21 20 1051 29
internal_value=0 0.00665248 0.0030848 -0.0146213 0.0117825 0.0249201 0.0404091 -0.00503352 -0.016232 0.025308 0.0358114 -0.0322442 -0.0202688 -0.0483645 -0.00077396 -0.00466927 -0.00599108 -0.0246797 -0.048622 -0.0230114 -0.00234452 -0.00415789 -0.052995 0.00198522 -0.0454669 0.00293305 0.0215849 -0.0280467 -0.0023936 0.0152031
internal_weight=0 477 425 140 285 160 124 125 98 96 52 97 75 40 4100 1700 1666 272 145 125 1394 1348 47 2400 47 2353 321 41 1301 250
internal_count=4577 477 425 140 285 160 124 125 98 96 52 97 75 40 4100 1700 1666 272 145 125 1394 1348 47 2400 47 2353 321 41 1301 250
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=13 7 5 5 2 8 19 4 19 22 18 22 25 11 10 0 19 8 0 19 19 15 13 18 27 2 26 18 0 13
split_gain=1.97109 3.61671 2.69994 15.154 13.2919 10.591 24.4453 6.3974 19.0712 6.35325 4.11216 3.22789 8.19949 3.71956 13.5924 24.0738 8.55911 8.44279 16.4165 9.22466 11.6231 9.08722 8.71021 7.48194 13.2909 26.3074 7.85062 7.88316 7.15008 8.01216
threshold=58.644280306441551 203.76842106555179 107.55954592363263 121.25561233300893 222.18445163039164 1688.2580645161293 1.0718472507234851 201.77321410982782 1.1589976775941746 -0.053448426679092831 1.4006917343962237 -0.38418302028080559 -0.028193938258505837 178.041380482829 69.563438773095996 303.654507222527 1.39262852189317 2514.3157308377899 475.67495029821083 1.2100691372885677 1.261755620329154 2538.3000000000002 64.922074441142726 1.3393666331469214 9.5000000000000018 470.28237085378976 5.5000000000000009 1.2067817660121587 542.93333333333351 125.98499158503118
decision_type=2 2 2 2 2 2 2 2 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 7 4 -4 6 10 -2 -9 -10 -6 12 -5 16 15 -15 17 18 22 -19 21 -21 -13 24 -16 -26 27 -27 -25 -30
right_child=2 -3 3 11 5 -7 -8 8 9 -11 -12 13 -14 14 23 -17 -18 19 -20 20 -22 -23 -24 28 25 26 -28 -29 29 -31
leaf_value=0.010492948832966033 0.0014635405349233289 -0.045303900310626401 0.034153524517092769 0.0039340576586815029 -0.067940138792619106 0.0039305011438124857 -0.16701471984386446 0.11259771378880197 -0.025783867953401624 0.038372201164220944 -0.0071047590523958207 0.065959752068437391 -0.074819852523505689 -0.12835231540805622 -0.0013498963342544934 -0.00258825471624732 -0.011290112195732676 0.0095007711049715834 0.075071524590887923 -0.10520068383352324 0.033908072188496591 -0.024043079276846069 0.0092948923570414389 0.010932354159451601 -0.13195161809739861 0.050444033012414971 -0.063409625285345578 -0.019996864144551627 -0.034169262249488387 0.01489358733881984
leaf_weight=21 307 26 21 39 20 23 20 22 33 29 25 29 20 23 1875 45 216 167 47 22 20 37 420 816 23 24 23 47 80 57
leaf_count=21 307 26 21 39 20 23 20 22 33 29 25 29 20 23 1875 45 216 167 47 22 20 37 420 816 23 24 23 47 80 57
internal_value=0 -0.0203734 0.00021138 -0.000538979 -0.0373311 -0.0543899 -0.0750264 0.00815443 0.032608 0.00422462 -0.0341427 0.000456143 -0.0227622 0.000801115 -0.00092464 -0.0451261 0.00622877 0.0113286 0.0188408 -0.00381796 -0.0319728 -0.0543052 0.0129548 9.59709e-05 -0.00339034 -0.0360898 -0.0126342 0.00381414 0.00738321 -0.0137563
internal_weight=0 47 4530 4139 109 88 65 391 84 62 45 4030 59 3971 3013 68 958 742 496 246 79 59 449 2945 1992 117 94 71 953 137
internal_count=4577 47 4530 4139 109 88 65 391 84 62 45 4030 59 3971 3013 68 958 742 496 246 79 59 449 2945 1992 117 94 71 953 137
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=27 17 17 12 12 20 23 27 22 23 13 22 12 23 17 21 9 13 21 21 24 12 3 22 3 17 20 18 26 2
split_gain=2.04906 6.57933 11.1912 9.05421 13.2041 6.42104 11.036 9.34267 7.18477 7.17783 15.6279 8.40164 6.3469 10.0098 6.5751 9.25937 7.42976 7.35003 7.49572 6.32222 6.09631 14.5413 11.4458 13.5095 6.34912 5.87603 5.80388 10.5859 5.04146 5.27849
threshold=6.5000000000000009 1.0850391529236083 1.1121463555920228 682.68414232904752 1422.5785768271855 3.8344756984200701 0.19615655578130795 3.5000000000000004 0.20341621119613815 0.025656930954151471 83.996489850846714 0.024620432223798384 351.24611646746774 0.23458025548747452 1.0312975058050042 1.1204825261732485 178.03524476312757 161.55010821955173 0.45407552650012578 0.61522147418758133 0.025855400522026582 2272.9406084801471 333.79099183188026 -0.053448426679092831 690.57557784262758 1.2771235309708959 1.9078274892052522 1.4435374111490684 12.500000000000002 1230.3868598794486
decision_type=2 2 2 2 2 2 2 2 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 -3 19 6 9 -7 -8 11 -11 20 13 -1 15 16 -14 28 -19 -5 24 22 -22 -24 26 -12 -4 -28 29 -16
right_child=-2 2 5 4 -6 7 8 -9 -10 10 25 -13 14 -15 17 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.014934796891175212 0.0017825412513219154 0.016555805255969367 0.00065876562123161721 -0.052713831886649132 -0.021102792594362707 0.0064348686486482625 0.066455050971772942 -0.08906500068094049 0.0055746069976261685 -0.089612374346583132 0.014775879003107548 0.046015021753098288 0.03654735104942864 -0.083916055628408995 0.012260520710615364 -0.063201725507236059 -0.001792337938035743 -0.064399878252297635 0.011233556907820075 -0.13127392125981194 0.0011234748145115788 -0.054182876453831276 0.10120651919860393 -0.00058936457657678566 -0.06786062587052584 -0.043116375466343018 -0.075404754032691326 -0.004460938058087025 0.072925362139940261 0.05046828415892695
leaf_weight=20 2677 27 185 20 68 20 36 21 42 31 50 35 55 21 169 23 624 20 38 21 87 29 32 22 20 27 33 58 20 46
leaf_count=20 2677 27 185 20 68 20 36 21 42 31 50 35 55 21 169 23 624 20 38 21 87 29 32 22 20 27 33 58 20 46
internal_value=0 -0.00251151 -0.00895523 -0.0352869 -0.0481286 -0.00403614 -0.00174184 -0.0424797 0.0336733 -0.00627776 -0.0296605 -0.00123718 0.00286241 -0.0356961 0.00445126 -0.000800505 0.00131323 0.017034 -0.0148469 -0.0929519 -0.00478616 0.0103064 0.0235701 0.0597341 -0.0134542 -0.005524 -0.00951167 -0.0301878 0.0249025 0.0204352
internal_weight=0 1900 864 136 109 728 687 41 78 609 108 501 1036 41 995 702 679 293 58 41 466 170 141 54 296 77 276 91 235 215
internal_count=4577 1900 864 136 109 728 687 41 78 609 108 501 1036 41 995 702 679 293 58 41 466 170 141 54 296 77 276 91 235 215
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=21 23 19 1 18 13 13 25 4 16 4 7 25 8 23 19 16 27 23 23 4 13 8 16 16 26 8 1 8 21
split_gain=1.8834 11.411 18.9223 15.3483 7.64478 8.77793 7.16875 11.5389 10.2599 9.20477 8.07533 9.32465 5.37187 6.21075 5.13273 4.46072 4.81907 3.707 3.69183 3.58505 3.62364 3.47403 8.42337 3.33947 4.19752 12.2791 6.8032 8.47458 7.44059 7.46854
threshold=1.1204825261732485 -0.10356652342604199 0.944908496412596 212.92453334776567 1.3262090569730798 219.99780996693224 75.99998579969045 0.073113164405739769 261.66951801806016 556.15000000000009 411.90940080601302 228.49291170150786 0.012895894799613497 221.56239385636121 -0.38964399409016293 1.2168764548530191 554.07500000000016 7.5000000000000009 -0.2042602850376363 -0.2436613292321694 268.02588652482274 306.55354200988472 1063.2700000000002 890.65000000000009 678.57500000000016 11.500000000000002 2851.2380952380959 1235.7323451980494 1804.9043478260871 0.84618283651817572
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 -2 6 9 8 -8 18 12 -12 13 -10 -1 16 -13 -18 19 20 -6 23 -23 24 -16 26 27 28 29 -26
right_child=1 2 3 -5 5 -7 7 -9 10 -11 11 15 -14 -15 21 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.036899516922541155 -0.057819789978252212 0.041598131861537699 -0.016196278618791929 -0.1220059883748663 0.029360586048828231 0.062758617297462793 -0.06724299974191715 0.056493580186118691 0.004005290009081364 0.077096994788873774 -0.086089261528104546 -0.029249315228509279 -0.022828999142019222 0.06745200306177139 0.001328131375345262 -0.041521352223860913 -0.007410178438670212 0.042786798413310734 0.03652482070028782 -0.034531334817409519 -0.0071142942226235422 -0.072748612475004942 0.017931116949766873 0.029492367529310289 0.060694843530654907 -0.067903825991293965 -0.028031460025876361 0.056563672696550688 -0.036062813545902107 -0.006709627651919921
leaf_weight=39 22 20 26 29 45 23 34 24 36 21 20 38 26 27 3586 39 31 28 34 25 69 21 20 40 25 34 74 30 43 48
leaf_count=39 22 20 26 29 45 23 34 24 36 21 20 38 26 27 3586 39 31 28 34 25 69 21 20 40 25 34 74 30 43 48
internal_value=0 -0.00513909 -0.0416975 -0.0719869 -8.02626e-05 0.00236256 -0.000432425 -0.0100424 -0.0157659 0.014577 -0.00862219 -0.0223351 0.0154139 0.0311967 0.000800711 -0.0129595 -0.00147587 0.0164121 0.00698786 -0.000237002 0.00728368 0.000441657 -0.0285146 0.000747638 0.000448213 -0.0119746 -0.00333095 0.00918848 -0.00306372 0.0163741
internal_weight=0 617 75 55 542 520 497 303 279 194 245 156 89 63 3960 136 97 59 173 139 114 3921 41 3880 3840 254 220 146 116 73
internal_count=4577 617 75 55 542 520 497 303 279 194 245 156 89 63 3960 136 97 59 173 139 114 3921 41 3880 3840 254 220 146 116 73
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=0 0 27 0 9 13 19 23 10 20 9 20 19 27 28 20 0 19 0 20 9 6 11 4 13 0 9 10 20 13
split_gain=1.73802 9.84041 8.34518 7.96766 7.51898 7.08417 7.98096 6.3482 5.29929 14.8709 7.32802 6.30277 4.72491 4.86031 6.48689 4.61974 10.1833 25.0768 10.3026 9.29004 9.26246 8.71507 19.1983 12.1465 18.2853 7.65507 6.78688 6.60857 9.91588 6.07991
threshold=157.43754443244953 177.42551065578957 11.500000000000002 149.38624826581233 303.6746005957217 95.997810194544741 1.3139949241604763 0.66657212590122972 117.60989845479935 3.6849674033217168 152.01274078413209 4.0824391750834392 1.606664219592904 2.5000000000000004 11.500000000000002 3.5651721502685505 251.2419008274274 1.1224659413975779 227.80162183544306 3.0989830488205299 152.01274078413209 145.86932739059969 198.59732369350112 295.44380808420118 93.000298210735608 416.04356846473036 199.20082171314743 232.58072480361162 3.8080857278776947 104.38409873708382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 12 4 8 6 -2 -6 10 -10 11 -1 13 14 -3 19 17 -17 -19 29 -21 -18 -23 24 -24 26 -22 28 -25 -15
right_child=1 2 -4 -5 7 -7 -8 -9 9 -11 -12 -13 -14 15 -16 16 21 18 -20 20 25 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00070971699385842849 0.025536236678599378 0.04770728207752109 0.052707408368587498 0.051016625166974139 -0.077082104060710199 -0.074648223624185286 -0.03900955377392612 0.0016392231173813342 0.077502793549663496 -0.0037946522573474792 -0.044049704710350322 0.046873244395828809 -0.018413214410479734 -0.0050786733053084961 -0.0020602913336320357 0.038139278052205391 -0.06148679452863607 -0.045284252826656615 -0.14557053438416917 0.086321198791265485 -0.0093068991822225066 0.057237145122067602 0.015513528951189735 -0.0097374122801490819 -0.10538617680812706 -0.0081798749395220732 0.049596053639977752 -0.020575497144212328 0.087551628863438979 0.0035587914178535603
leaf_weight=214 30 50 30 36 21 27 53 20 36 60 34 32 138 1529 55 22 22 21 20 20 27 51 22 22 29 81 71 39 20 1745
leaf_count=214 30 50 30 36 21 27 53 20 36 60 34 32 138 1529 55 22 22 21 20 20 27 51 22 22 29 81 71 39 20 1745
internal_value=0 -0.000645843 0.000162797 0.00587959 0.00198287 -0.0301538 -0.0156797 -0.0386815 0.00641701 0.0266919 -0.000534377 0.00547994 -0.00023287 0.000419466 0.0216386 -0.000176097 -0.0128264 -0.0479891 -0.0942044 0.000800083 0.0217783 -0.00202025 0.00512873 -0.0150041 -0.0532334 0.0145668 0.0333677 0.00906624 0.0365907 -0.000475015
internal_weight=0 4124 4014 453 417 110 83 41 376 96 280 246 3984 3846 105 3741 268 63 41 3473 199 205 183 132 51 179 98 81 42 3274
internal_count=4577 4124 4014 453 417 110 83 41 376 96 280 246 3984 3846 105 3741 268 63 41 3473 199 205 183 132 51 179 98 81 42 3274
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=22 22 13 26 22 24 1 23 24 23 21 23 23 23 24 13 22 21 22 6 24 13 20 8 0 0 11 7 8 21
split_gain=1.89777 9.76573 17.1408 45.1721 10.5465 12.741 8.96023 8.91171 42.7342 10.7908 8.66318 9.43034 16.1793 9.2561 10.5589 7.1741 5.6806 12.2455 6.38795 8.99487 7.33643 5.81278 5.58288 8.14921 5.49346 10.0894 16.1359 26.6861 8.19969 10.5593
threshold=0.075114308908822633 0.021023204311545713 109.7434210526316 7.5000000000000009 0.01394302231340276 0.35574481010208292 259.53778833692479 0.025656930954151471 0.019536086698726227 -0.10072233222172584 0.77681710016750538 0.077851459899299633 0.19042942879385824 0.1508948664771049 0.21797196602850891 77.999234393404024 0.0074036750647156991 0.71128360265054658 -0.010090125683903257 213.07032367797487 0.019536086698726227 108.89194482183201 2.4331419953444953 867.92897543632841 280.95069353963089 301.51949763787792 206.84891640866877 171.15980353973518 274.57612103799335 0.60453971829006337
decision_type=2 2 2 2 2 2 2 2 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 6 5 16 -3 9 -9 -2 -10 -12 13 14 -13 -8 18 -18 24 -20 -21 -22 -14 -24 28 26 27 -26 -1 -30
right_child=7 2 -4 -5 -6 -7 15 8 10 -11 11 12 22 -15 -16 -17 17 -19 19 20 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00057702384447689691 -0.014216028645427693 -0.079154465347528458 0.0049908198084529136 -0.18308684929274022 0.043639893458140171 -0.06543673144032558 0.019958105064096288 -0.13808511434630916 -0.00017180878700351343 0.053156118161444159 0.067782362103462224 -0.038304256028769648 0.067985529067333447 -0.084027109537273659 0.05326550040394068 -0.033027686205293449 -0.084806028939783576 0.011759356768994497 -0.028679515149444341 0.0090744763790141982 0.035703927729851925 0.10741216625552626 0.061689032327778864 0.0014094459238861289 -0.0082927895000293149 -0.0013980962845076953 0.037139380107755249 -0.13301630626464714 -0.029621485833610808 0.037689911365750242
leaf_weight=346 36 22 146 20 55 30 47 22 2048 70 35 34 33 20 20 56 24 29 25 42 26 20 33 70 42 1007 23 29 28 139
leaf_count=346 36 22 146 20 55 30 47 22 2048 70 35 34 33 20 20 56 24 29 25 42 26 20 33 70 42 1007 23 29 28 139
internal_value=0 -0.00215777 -0.0191959 -0.0435493 0.000500725 -0.000810133 -0.0212233 0.00192158 0.000623322 0.030275 0.00195415 0.0197254 0.0117159 -0.0259132 -0.00438953 -0.0088497 0.000279079 -0.0319684 0.00126872 0.0242539 0.0392917 0.0668814 0.0321906 0.0207223 -0.000340521 -0.00432284 -0.0356549 -0.0592362 0.00820633 0.0264042
internal_weight=0 2156 291 145 1865 1810 125 2421 2315 106 2293 245 210 74 54 103 1780 53 1727 113 88 46 136 103 1614 1101 94 71 513 167
internal_count=4577 2156 291 145 1865 1810 125 2421 2315 106 2293 245 210 74 54 103 1780 53 1727 113 88 46 136 103 1614 1101 94 71 513 167
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=14 27 21 24 15 8 12 0 8 16 21 21 12 22 16 10 13 26 14 21 14 13 13 14 13 13 16 26 29 4
split_gain=2.17142 6.3248 6.42623 9.20495 11.2584 4.27798 12.4912 9.48291 7.96547 8.06921 6.94992 5.44633 10.4013 5.01302 4.90275 4.52575 4.12468 11.2185 4.53513 7.93932 4.85407 7.51214 6.07119 4.97419 14.9459 12.1286 11.7677 23.0575 10.3125 16.3123
threshold=0.45890275681745246 7.5000000000000009 1.1958425365744623 -0.014510197192027461 401.09999999999951 258.38964967277133 3351.4792395829477 321.35799485427481 235.85556352375525 137.50000000000003 1.5551938932934108 1.2769676300779997 1676.0317177405966 -0.2875135095808154 561.05000000000007 54.217794928119154 306.55354200988472 17.500000000000004 0.40782161537310657 1.0376527011084458 0.3499376238138418 174.78477874920446 82.127694742394951 0.056070689640014854 216.96054587325759 212.39175633619439 588.50000000000011 3.5000000000000004 170.00000000000003 594.13062025757051
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 7 8 9 -1 11 15 -13 -9 -14 -7 18 -18 20 -20 23 22 -22 -17 25 26 28 -28 -25 -30
right_child=1 2 -4 -5 -6 10 -8 13 -10 -11 -12 12 14 -15 -16 16 17 -19 19 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.057163130781003116 -0.0026425498470648693 -0.023453842254468438 -0.010753867751918734 0.095990812565599173 0.051801148198544977 0.043091257418738677 -0.085527768908512034 0.0031826944152514147 -0.055296134413816991 -0.0015390399965712924 0.057752276034582231 -0.067897635079262886 -0.01794710984453559 0.06257698512463658 0.041558144586160778 -0.0013527669238734301 -0.072669709631456789 0.026949855908751486 0.071751810051500803 -0.011415707192976368 -0.039355076206001371 -0.050546959280333627 0.02634386199598129 -0.00032512385332665876 0.076580603423838822 -0.056629445776343351 0.025086370327098425 -0.076769841330267652 0.013550420753808953 0.069299670056469975
leaf_weight=29 243 33 39 21 50 25 21 30 39 259 21 34 45 27 20 2471 26 20 24 22 22 47 39 416 30 31 43 46 342 62
leaf_count=29 243 33 39 21 50 25 21 30 39 259 21 34 45 27 20 2471 26 20 24 22 22 47 39 416 30 31 43 46 342 62
internal_value=0 0.00717707 0.0238635 0.0368451 0.0218805 -0.000661023 -0.0104294 -0.00632248 -0.0128835 -0.00714008 0.000383932 6.39497e-05 -0.0230806 0.0313168 0.000362199 0.000688965 0.000397821 -0.0293569 0.000778548 0.031976 0.000374185 -0.020501 0.00264916 0.00102938 0.00709771 0.00488017 0.00697786 -0.0275584 0.0107263 0.022106
internal_weight=0 386 143 104 83 4191 405 384 327 288 3786 3765 99 57 65 3666 3641 46 3595 46 3549 108 61 3441 970 940 909 89 820 404
internal_count=4577 386 143 104 83 4191 405 384 327 288 3786 3765 99 57 65 3666 3641 46 3595 46 3549 108 61 3441 970 940 909 89 820 404
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=12 2 16 13 7 9 1 16 2 21 6 13 9 12 2 13 13 26 0 6 17 17 19 15 17 22 19 17 1 0
split_gain=1.78439 6.93186 7.69821 17.3679 10.727 7.70108 12.929 11.5914 7.66283 21.8399 8.01142 10.3574 7.82719 7.63616 9.05312 6.88665 6.4825 12.1419 9.66722 12.1253 15.6139 8.0018 7.66901 12.4762 10.3495 10.744 9.12748 7.54095 7.4168 7.43752
threshold=1914.0255277838548 395.3829896402587 237.95000000000002 126.01152551935361 720.01586100210955 118.33726952479908 381.2673643937116 256.37500000000006 248.79150373520272 0.58494285789819211 181.23118575624085 175.99900553965031 85.594914314509495 2061.7776587539561 697.56207003249767 65.998783961267648 131.04086226774169 2.5000000000000004 835.26978256995199 893.39123820607153 0.98012148963297363 1.0495810047465464 0.94179739635895521 701.37499999999966 1.106836586835813 0.14330757240205824 1.445935710858739 1.0541933260195016 908.19076884411368 629.91427847459784
decision_type=2 2 2 2 2 2 2 2 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 8 3 -3 -5 6 -4 -7 9 -2 12 -12 -10 14 -9 -15 18 -18 28 20 -20 -22 23 -19 26 -26 27 -24 29 -1
right_child=1 2 5 4 -6 7 -8 13 10 -11 11 -13 -14 15 -16 -17 17 22 19 -21 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00013820628490799865 -0.10087093690410256 -0.00033544614996718265 -0.087102024884162743 -0.017565797567367553 -0.11211302968362967 0.064236294312609563 -0.0065336163655139411 -0.068822612978207562 0.045791222953370646 0.031560693478042433 0.062363706483212239 -0.010126847511640301 -0.029933303737869635 0.043850537091493613 -0.0049818739198662088 -0.0011344571042225444 -0.003247474716928682 0.016287474076335247 9.5258596448753128e-05 0.032114625588059428 -0.12765707812555457 -0.045927276790142059 0.038688115376577369 0.11739617844476649 0.013527855786337504 -0.069449456539005042 -0.016908895708620548 0.10988884128275372 0.016401485630335309 -0.02788711889553815
leaf_weight=1785 20 87 28 20 30 27 69 36 21 33 73 27 39 35 58 1229 247 26 39 25 23 25 51 23 71 20 20 21 269 100
leaf_count=1785 20 87 28 20 30 27 69 36 21 33 73 27 39 35 58 1229 247 26 39 25 23 25 51 23 71 20 20 21 269 100
internal_value=0 -0.00241692 -0.00464807 -0.0273277 -0.0742941 -0.00255151 -0.0297905 -0.000643799 0.0145419 -0.0184135 0.0254584 0.0427913 -0.00342972 -0.00193376 -0.0294315 0.000111172 0.00161304 0.0121827 -0.000621239 -0.0292653 -0.0469032 -0.0850895 0.0286106 0.0637467 0.0192026 -0.00470892 0.0428541 0.059455 0.000868146 -0.00134855
internal_weight=0 1832 1619 137 50 1482 97 1385 213 53 160 100 60 1358 94 1264 2745 479 2266 112 87 48 232 49 183 91 92 72 2154 1885
internal_count=4577 1832 1619 137 50 1482 97 1385 213 53 160 100 60 1358 94 1264 2745 479 2266 112 87 48 232 49 183 91 92 72 2154 1885
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=14 20 27 21 0 18 20 20 25 11 8 21 21 11 9 20 25 14 12 0 8 7 12 15 20 11 16 11 20 8
split_gain=2.01704 5.2622 7.1742 17.4969 5.84014 5.58077 4.80633 8.3361 6.79529 7.95617 11.5148 12.0095 9.70474 6.27208 5.43279 4.73034 5.14206 12.0704 10.181 5.43508 5.84001 8.12488 5.78926 5.08001 7.13666 4.73269 4.63722 4.70489 15.0726 5.28507
threshold=0.45890275681745246 1.3992586413619545 7.5000000000000009 1.1958425365744623 528.85173206983347 1.3122486631170358 1.2878097324743694 1.3553620118374112 -0.081453616424926503 371.39285276449681 258.38964967277133 1.3479428649629921 0.89018253620255106 240.40341452045217 160.25471096627942 1.3992586413619545 -0.051226473406510341 0.41344029151902534 3624.2181274200825 246.7448979591837 367.91235908997754 188.52038280581698 1203.3937286156363 945.60000000000002 1.7236298078693133 243.87979948379009 890.65000000000009 1043.7567934782612 1.7409704957618237 784.0459295929594
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 13 -8 9 10 11 -9 -12 -1 -14 -10 18 26 19 22 21 -21 -17 24 -22 -23 27 29 -29 -18
right_child=1 2 3 -5 -6 -7 7 8 15 -11 12 -13 14 -15 -16 16 17 -19 -20 20 23 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.073474460020661367 0.0032965857345534835 0.0022556627836699287 0.051349564410746097 -0.0086648959391869805 -0.042155597167355674 0.12222055483143777 -0.038998343099496874 -0.0874513827560639 0.029518347575159917 -0.07878116469830275 -0.039351118043545755 0.0034237169991963761 0.053024299929921449 0.0025049858811226761 -0.00084715260761893466 0.016661229815620644 -0.005553785933180534 -0.066369573386119943 -0.045072456506582412 -0.062986321840435275 0.017209201018725123 0.04123080146533472 0.084058141089975835 -0.0029802031756844373 0.087164247322827584 -0.017978129294459466 0.042461747660301627 -0.093045914691427478 0.0031042944307305984 0.002644289894416734
leaf_weight=20 147 120 25 39 35 20 57 33 55 20 31 26 39 33 36 26 1206 28 26 20 35 27 25 32 25 27 25 23 56 2260
leaf_count=20 147 120 25 39 35 20 57 33 55 20 31 26 39 33 36 26 1206 28 26 20 35 27 25 32 25 27 25 23 56 2260
internal_value=0 0.00691723 0.0179456 0.0403598 -0.00544422 0.0828478 -0.000637092 -0.00102035 -0.000489904 -0.0192159 -0.0119958 -0.0474047 0.00771288 0.0292859 0.027166 0.000399291 -1.76703e-05 -0.000968535 0.0140614 0.0211466 0.0123744 -0.00853925 0.0496989 0.0291963 0.0463571 0.0116263 -0.000455586 -0.000758247 -0.0248888 -0.000208243
internal_weight=0 386 204 84 182 45 4191 4138 4081 185 165 59 106 53 75 3896 3841 3598 243 217 166 74 51 92 60 54 3570 3545 79 3466
internal_count=4577 386 204 84 182 45 4191 4138 4081 185 165 59 106 53 75 3896 3841 3598 243 217 166 74 51 92 60 54 3570 3545 79 3466
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=5 17 11 17 21 16 26 15 25 21 11 11 4 4 28 16 22 26 16 2 17 13 17 26 11 11 5 4 25 25
split_gain=1.85159 12.0672 7.10928 4.53954 4.99605 3.23719 5.50416 17.0986 7.55175 8.35044 4.25154 4.14807 27.546 10.0998 9.31755 6.72083 5.06273 3.69089 8.26599 15.0087 6.45065 7.86867 3.48327 3.05187 2.82334 2.80464 4.66396 4.54253 2.82819 11.5032
threshold=1094.7730549621187 1.0704388683708908 1025.8580193447392 0.99837170375763895 0.60256853944917321 730.50000000000011 6.5000000000000009 1289.95 -0.030832089021953092 0.5670868151360251 920.56655644780358 769.06952969593647 811.76762930955908 934.09950140668968 5.5000000000000009 529.07500000000016 0.030593492967870589 26.500000000000004 286.50000000000006 541.96200908167054 1.1121463555920228 199.09039548022602 1.4256032310945057 24.500000000000004 466.11946288342233 46.110628618693141 54.874928712179056 73.742642773892797 0.028793958571428739 0.011465783024230734
decision_type=2 2 2 2 2 2 2 2 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 5 4 -2 10 8 -8 22 -10 11 17 -13 -14 15 -15 -16 23 -19 -20 -21 -22 -7 25 -11 27 -27 -1 29 -28
right_child=1 -3 -4 -5 -6 6 7 -9 9 24 -12 12 13 14 16 -17 -18 18 19 20 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0037423270248175622 0.044121215532400782 0.060460517978346034 -0.053543407585471874 -0.02702421294525266 -0.014153418197266518 -0.067042715039860923 0.02948932335288687 -0.08365267689394601 -0.026675699779298158 0.01634906197673288 0.033363086682481641 -0.11671082111804382 0.067903595790266988 0.066304888343438506 -0.078410070538520824 -0.015675801113247873 -0.01345666860540708 0.069091450057923803 -0.055873668630575316 0.073020396997099335 -0.032074707930102406 0.048088129676878456 -0.0080235133506357664 -0.036097761340763257 0.061285068698365378 -0.043924638892834385 0.00070768533938088244 0.053091969512976137 -0.0016324405563213761 0.030561407031618977
leaf_weight=66 28 37 25 52 31 20 22 34 31 29 39 23 20 20 20 20 30 25 29 23 24 25 20 23 27 24 1113 26 2525 146
leaf_count=66 28 37 25 52 31 20 22 34 31 29 39 23 20 20 20 20 30 25 29 23 24 25 20 23 27 24 1113 26 2525 146
internal_value=0 0.0110028 -0.000367672 -0.00548307 0.0135023 -6.58113e-05 -0.0130868 -0.039204 -0.00157049 0.0149641 0.000498708 0.000192225 -0.0171849 0.00362502 -0.0106591 0.0253145 -0.039438 0.000763023 0.0176098 0.00486676 0.0293317 0.0088247 -0.0375331 0.000221935 0.0380146 0.000436128 1.93055e-05 0.017689 0.00029802 0.00416967
internal_weight=0 148 4429 111 59 4404 183 56 127 87 4221 4182 133 110 90 40 50 4049 126 101 72 49 40 3923 56 3900 3808 92 3784 1259
internal_count=4577 148 4429 111 59 4404 183 56 127 87 4221 4182 133 110 90 40 50 4049 126 101 72 49 40 3923 56 3900 3808 92 3784 1259
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=24 25 21 25 19 27 10 29 21 23 21 26 14 11 7 17 21 13 22 14 26 10 14 13 27 2 23 14 23 14
split_gain=1.82664 17.1658 8.27639 7.93034 13.922 10.1182 5.68709 6.9203 10.7677 10.4122 8.00879 5.94475 13.7716 16.1693 7.91905 8.5178 7.95717 6.49935 8.35308 6.58757 10.3993 11.548 13.8507 8.35305 12.0192 6.70746 10.3559 8.45874 6.54501 14.2075
threshold=0.47541153680200748 0.45490544969277263 0.4701302628721194 0.3982951756039893 1.1523582341358958 8.5000000000000018 100.83972175581677 65.000000000000014 0.30978274727697735 0.68673965226753031 0.49104195430016528 6.5000000000000009 0.0049092741667398016 209.7777846864054 2844.3362501985462 1.0124851462938311 0.4676158834011091 132.01164845758356 0.32888994608368466 0.00057248836476887018 1.0000000180025095e-35 173.84794209058916 0.011092010916825655 63.985113264084042 2.5000000000000004 1169.3218052945997 0.70178646116241172 0.020950138783394755 0.56139492603229291 0.0046851651411071536
decision_type=2 2 2 2 2 2 2 2 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 -6 7 10 -9 -10 -3 17 14 -14 15 -13 -17 19 28 23 21 22 -21 24 -8 26 27 -22 -19 -30
right_child=1 6 -4 4 5 -7 11 8 9 -11 -12 12 13 -15 -16 16 -18 18 -20 20 25 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00039444136604988798 0.014565455044309297 -0.056857859472865646 0.098270121920439935 -0.086966248807208296 0.020833656110115492 -0.046781360848169584 0.0046613247009615107 0.074488951412862867 0.034679935276508332 -0.038297841762160438 0.028557568557915237 -0.009664682470257124 -0.0064085446165076318 -0.11592449094527042 -0.0628933986477066 -0.0038361026394751769 0.066719493123166482 -0.0029024897285530138 0.03631484370368223 -0.006440199707068649 0.0029140993935288864 0.023099523542254276 -0.1029357107178796 0.0026251289162692562 -0.088231976101031673 0.075326588291388302 0.07103092612491714 0.057186138661844389 -0.015560117706361161 -0.11517553488639268
leaf_weight=2893 21 23 27 29 53 38 30 38 60 29 21 189 28 26 21 31 33 54 24 51 160 67 21 424 26 26 36 35 41 22
leaf_count=2893 21 23 27 29 53 38 30 38 60 29 21 189 28 26 21 31 33 54 24 51 160 67 21 424 26 26 36 35 41 22
internal_value=0 0.00277279 0.0616493 -0.00143931 -0.0266294 -0.00740119 0.000908628 0.0180861 0.0299271 0.0109007 -0.0160914 -0.00127527 -0.0129818 -0.0591384 -0.00388526 0.00101264 0.0325441 0.0025003 -0.0174256 0.00570754 0.0152549 -0.00678009 -0.0345847 -0.00216904 -0.0384677 0.0271727 0.0217527 0.0126552 -0.0284492 -0.0503465
internal_weight=0 1564 48 3013 120 91 1516 171 127 89 44 1345 328 54 274 253 64 1017 141 876 396 139 72 480 56 257 231 195 117 63
internal_count=4577 1564 48 3013 120 91 1516 171 127 89 44 1345 328 54 274 253 64 1017 141 876 396 139 72 480 56 257 231 195 117 63
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=13 7 17 6 17 10 17 13 9 15 19 7 17 16 23 7 7 7 13 8 9 7 10 7 24 11 6 17 10 29
split_gain=1.63549 3.08149 2.53481 3.70905 2.8526 8.42099 2.02773 4.06311 2.51716 4.01874 6.24888 3.96229 3.12546 10.376 2.29763 7.59421 3.43546 3.29395 3.56679 2.64339 5.68457 5.0076 6.26525 3.59089 4.64088 9.04996 3.19638 12.3725 6.94128 13.6661
threshold=58.644280306441551 203.76842106555179 2.4723764237162906 14.578373015873018 2.144075773547466 57.310510206069821 2.0071512030908374 109.7434210526316 59.668742026669939 237.50000000000003 0.56629930280599539 106.12277006326451 1.8926301917379382 408.90000000000003 -0.38964399409016293 106.12277006326451 124.94294244769277 249.83155589075508 89.612507912992982 212.2869028910674 87.680535804252386 158.25995563814865 62.08834057929456 174.50861589781096 0.016421400683485583 195.41285689824926 158.83904491440725 1.5927179730353207 136.68181818181822 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=1 -1 4 -4 6 -6 8 -8 11 -10 -11 -2 14 -14 17 -16 -17 18 -12 21 -21 22 -18 -23 25 -25 27 28 -22 -30
right_child=2 -3 3 -5 5 -7 7 -9 9 10 12 -13 13 -15 15 16 19 -19 -20 20 26 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0099329217204025821 0.00369783494089331 -0.041570141624945864 -0.0054011477309319636 0.050795543752610688 0.020669416624766131 -0.055426930116884633 0.055064264740794899 -0.0044034257048258078 0.034063949239041123 -0.048835087940096861 -0.027130262359328895 -0.045396353340437338 0.078431101303015449 -0.015291454950002609 -0.057599047344663867 0.036980383254587655 -0.016465608461294325 0.049460148235613649 0.021100083313396443 0.041666913032531741 0.0092200249347037504 -0.059238139280806415 0.051124393971016015 -0.084959099047063363 0.014484648691380726 -0.0045584717765450476 0.0008826768024546329 -0.080085357068025553 -0.055315378816827902 0.0069541578646749262
leaf_weight=21 35 26 23 24 26 33 20 27 35 26 23 31 21 27 23 25 32 22 46 33 175 23 24 21 34 42 3513 23 63 80
leaf_count=21 35 26 23 24 26 33 20 27 35 26 23 31 21 27 23 25 32 22 46 33 175 23 24 21 34 42 3513 23 63 80
internal_value=0 -0.0185581 0.000192546 0.023295 -4.9662e-05 -0.0218929 0.000241648 0.020902 1.97981e-05 0.00031652 4.02902e-05 -0.0193616 0.000339292 0.0257122 4.94548e-05 -0.000298449 2.39374e-05 0.0157663 0.0050233 -0.000203459 0.000339299 -0.0121904 0.0125015 -0.0237133 -0.0152899 -0.0313587 -1.45697e-05 -0.00925805 -0.00413532 -0.0204793
internal_weight=0 47 4530 47 4483 59 4424 47 4377 4311 4276 66 4250 48 4202 4111 4088 91 69 4063 3887 176 56 120 97 63 3854 341 318 143
internal_count=4577 47 4530 47 4483 59 4424 47 4377 4311 4276 66 4250 48 4202 4111 4088 91 69 4063 3887 176 56 120 97 63 3854 341 318 143
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=14 17 27 13 7 4 17 24 25 25 23 23 14 24 28 12 8 25 4 13 4 16 14 24 17 24 8 16 17 23
split_gain=1.77925 4.55962 3.79553 7.26787 6.48848 10.2936 5.25724 4.29656 3.74939 12.2865 18.2148 16.0808 9.41807 4.43847 7.11817 8.71317 13.9353 4.03193 3.81672 3.98487 16.4317 4.9182 10.4429 7.15901 11.4164 8.86774 7.41196 12.7599 5.7812 4.2705
threshold=0.40782161537310657 1.0445246121842433 7.5000000000000009 207.67622935066527 267.7025395077718 242.32863562091507 1.334744118683562 -0.052702461786903861 -0.081453616424926503 -0.096695788701891036 -0.18083532921349607 -0.3106867191492787 0.12308533745779265 -0.04059325978144316 2.5000000000000004 1853.3713464644072 356.50673757431156 -0.10970501916952276 60.32629522594798 257.14161924469744 667.33333717655466 678.57500000000016 0.15941453822796803 0.22818622772239144 1.0770928443522119 0.34664768195688994 2851.2380952380959 692.05000000000007 1.0312975058050042 0.8118843067342506
decision_type=2 2 2 2 2 2 2 2 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 -3 4 5 -4 -6 -7 9 12 11 -11 -1 14 -10 -16 -17 -14 -15 21 -21 -20 23 24 -23 -25 27 -27 -28 -30
right_child=1 2 3 -5 6 7 -8 -9 13 10 -12 -13 17 18 15 16 -18 -19 19 20 -22 22 -24 25 -26 26 28 -29 29 -31
leaf_value=0.052400895280222737 0.044208197263551172 -0.0039048603992145377 0.034176786649397634 -0.040012614766047117 0.017915241411802445 0.0018842949159443381 0.084941753990948207 -0.063663889039307836 0.069529444474557597 -0.066444309252815748 -0.1230843911794099 0.049721111592159355 -0.028552005284211854 -0.041274300671142079 0.038488584041665747 -0.073378961554800101 0.018580174094272983 0.013804975201032663 0.0010892451436748773 -0.068508337952784812 0.02874939258908853 -0.027673539045182147 -0.061445590118436436 -0.077138381749391569 0.066517670222768374 -0.025617731671828112 -0.059027640483177761 0.054281683970333595 -0.029705202113837006 0.027528271349993624
leaf_weight=31 29 278 62 21 22 20 25 20 22 26 22 22 55 23 53 26 45 38 3388 38 32 22 38 20 31 39 34 41 32 22
leaf_count=31 29 278 62 21 22 20 25 20 22 26 22 22 55 23 53 26 45 38 3388 38 32 22 38 20 31 39 34 41 32 22
internal_value=0 0.00578044 0.00329293 0.0150634 0.0228258 0.00866048 0.0535676 -0.0308898 -0.000672505 -0.0142417 -0.0477363 -0.0132018 0.00466658 1.4383e-06 0.0171082 0.00780766 -0.015095 -0.0112449 -0.000662814 -0.000412863 -0.0240477 3.83053e-05 -0.0127236 -0.00504135 0.0274194 -0.0141925 -0.00669897 0.0153307 -0.026726 -0.00638786
internal_weight=0 477 448 170 149 102 47 40 4100 194 70 48 124 3906 146 124 71 93 3760 3737 70 3667 279 241 53 188 168 80 88 54
internal_count=4577 477 448 170 149 102 47 40 4100 194 70 48 124 3906 146 124 71 93 3760 3737 70 3667 279 241 53 188 168 80 88 54
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=12 14 8 28 18 25 25 21 13 24 18 13 13 13 21 12 2 12 17 24 23 21 18 12 12 14 18 21 28 18
split_gain=1.88733 5.79272 12.6051 1.70586 15.1254 7.56283 21.2499 14.8453 8.86861 8.1402 14.9551 7.3322 6.93473 6.78593 11.0066 17.2577 5.75416 5.75 5.3228 5.02297 9.16998 4.84285 4.39669 7.09214 7.66743 7.43196 6.63611 11.8849 5.82137 9.43895
threshold=4263.0476322019049 0.20452779887660469 2160.1500000000005 1.5000000000000002 1.2067817660121587 0.028793958571428739 0.053264978314575204 0.89018253620255106 93.918333341056936 0.33090803483200221 1.4971405006905258 159.96147156536134 108.00102627257802 126.93298846922335 0.5795410758266083 1836.419781359941 784.45963362450902 555.8945279052358 1.3088820149869933 0.37447489586132127 0.65630493994711947 0.63634631544824016 1.1914895846145563 3456.1058314933575 3382.1116615242831 0.13701487662833159 1.1979621245784078 0.61522147418758133 2.5000000000000004 1.0853598208022135
decision_type=2 2 2 2 2 2 2 2 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 13 7 -7 -6 9 10 -8 12 -9 14 19 -16 -10 -11 21 -1 -21 -15 28 24 26 -25 27 -24 29 -5
right_child=1 -3 -4 22 5 6 8 11 16 17 -12 -13 -14 18 15 -17 -18 -19 -20 20 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.023269338905811312 -0.061184644326567651 0.055101260215044023 0.037788951012396044 -0.016959004915030353 0.091502373831139683 -0.1002360416044082 -0.095483637689095402 0.014377925168339382 0.054438586502025522 0.037561138278167504 0.0013335965478267426 0.062647390791348054 -0.045523934273256197 -0.0043793096989393236 -0.14346070939844305 -0.029793501294711058 0.0085283243551086164 -0.013021572882478889 0.030574096765901362 -0.08528320059180261 0.0033733586115496498 -0.062602988481521613 0.0028576928190886977 -0.0085407986656494735 0.053214382552183595 -0.064061174355447295 -0.00057726072423053656 -0.092621286965732005 0.0034117958148146563 0.052524563694993656
leaf_weight=23 22 25 31 29 27 21 27 68 42 38 39 21 27 50 22 34 78 55 28 20 28 20 32 73 26 36 2306 22 1247 60
leaf_count=23 22 25 31 29 27 21 27 68 42 38 39 21 27 50 22 34 78 55 28 20 28 20 32 73 26 36 2306 22 1247 60
internal_value=0 0.0154221 -0.00329443 -0.000267376 -0.00493055 0.00579339 -0.00322746 0.0247183 0.00407426 -0.0114145 -0.0382735 0.00917369 -0.00264681 -0.0260448 -0.0413002 -0.0744485 0.0245969 0.00764663 -0.00627501 -0.0151551 -0.0335669 -0.0210146 0.000545727 -0.00193326 -0.000793718 -0.0268778 -0.00138872 -0.0360412 0.00517528 0.0298839
internal_weight=0 78 53 4499 668 443 300 143 279 159 66 116 95 225 127 56 120 93 98 71 48 70 3831 2495 2386 109 2360 54 1336 89
internal_count=4577 78 53 4499 668 443 300 143 279 159 66 116 95 225 127 56 120 93 98 71 48 70 3831 2495 2386 109 2360 54 1336 89
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=15 8 28 10 28 25 11 15 25 14 29 16 3 10 6 28 3 28 7 16 13 8 25 19 14 29 19 8 10 6
split_gain=1.8081 6.21468 4.57905 7.65877 7.35826 3.85786 3.74157 3.70149 2.27783 6.95638 10.721 14.2886 9.72747 7.87737 7.85814 5.88195 7.18858 5.88069 12.5818 7.10687 7.64115 6.83482 8.06667 5.65271 5.4362 8.53074 11.5424 19.2204 14.3766 10.7819
threshold=3021.0500000000006 1901.2277966101697 17.500000000000004 146.47559681697615 11.500000000000002 0.77538684342258513 156.57730437458932 2958.150000000001 0.57982462258625211 0.00064404941036497892 50.000000000000007 339.02500000000003 664.27921729371019 170.9221611721612 436.65902497985502 25.500000000000004 1171.5633980957921 16.500000000000004 1402.3685646622737 178.50000000000003 70.923705148112049 2410.8720930232562 0.71873590528489262 1.1258976003822327 0.056070689640014854 65.000000000000014 0.9386608389407507 773.5137362637364 208.19493985145886 270.13079565701122
decision_type=2 2 2 2 2 2 2 2 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 4 -4 5 -3 -7 8 24 14 12 17 -11 -13 15 -10 -17 19 -19 -12 -21 22 23 -22 25 26 29 28 -28 -1
right_child=1 2 3 -5 -6 6 -8 -9 9 10 11 13 -14 -15 -16 16 -18 18 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0051352331968578142 0.062161853089928637 0.020596255366267129 0.026180415820669045 -0.049115548304149083 0.053839445116190134 0.0047514148629628702 -0.05200036735761733 -0.035432370236764349 -0.0040138019262923796 -0.076188224294911261 0.039079517165345017 0.032973689826265459 0.0047154001182033905 0.10841927352547645 -0.054901200306734871 -0.014990378290946996 0.059852721045414607 -0.059642960692872296 0.028359617795230763 0.05164112454014165 -0.0368265418894589 0.036681538394519257 -0.055722148917816787 0.03054777894056205 0.0018346516884078891 -0.013273028966389579 -0.09137147705142315 0.0050642880637186806 0.0097279760309241028 0.085085513212177305
leaf_weight=37 20 44 22 35 34 26 21 30 494 23 102 31 42 25 28 21 33 32 33 28 20 28 37 33 2009 766 39 431 22 31
leaf_count=37 20 44 22 35 34 26 21 30 494 23 102 31 42 25 28 21 33 32 33 28 20 28 37 33 2009 766 39 431 22 31
internal_value=0 0.00924984 0.00343533 -0.0200539 0.0141464 -0.000683909 -0.0206058 -0.000427078 -0.000185385 0.00397519 0.0135361 0.0201326 -0.023912 0.0666548 -0.00322866 -0.00058846 0.0307471 0.0118092 -0.0149647 0.0188265 0.00467713 -0.00646687 -0.0198908 0.00512351 -0.00144541 -0.00641497 0.00296588 -0.00237147 -0.0549094 0.0415832
internal_weight=0 202 182 57 125 91 47 4375 4345 1010 434 369 65 56 576 548 54 313 65 248 146 118 90 53 3335 1326 560 492 61 68
internal_count=4577 202 182 57 125 91 47 4375 4345 1010 434 369 65 56 576 548 54 313 65 248 146 118 90 53 3335 1326 560 492 61 68
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=15 7 18 18 18 10 10 3 14 6 14 14 10 7 10 9 0 7 1 6 7 22 22 29 3 0 2 1 26 14
split_gain=1.61114 7.85717 6.84911 26.0279 10.4095 7.67414 10.4985 8.4079 10.4107 8.21232 9.63518 8.20768 5.10534 9.04061 4.83447 4.34275 9.51824 6.32376 4.26153 7.07333 4.07717 4.98421 8.66768 5.3484 6.43498 6.73007 5.3214 6.73429 4.77702 3.8748
threshold=540.50000000000011 380.06755747941935 1.1024615345992774 1.0824217298827867 1.1523305292329851 98.131853159581155 120.27892799631933 263.11269869433215 0.26917091652564645 185.43010632326016 0.2361922364689911 0.10684243659864968 62.08834057929456 142.30171514134429 56.135479570107357 153.82709596062321 309.06208136750757 148.00793132444753 159.73248401488266 208.51006191950469 267.7025395077718 0.035050935422852904 -0.020193129197084006 65.000000000000014 463.10357983967759 475.67495029821083 415.15132852434152 404.99153905676769 1.5000000000000002 0.29555026769779896
decision_type=2 2 2 2 2 2 2 2 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 15 -4 7 -7 9 -9 10 11 -6 -12 -14 -13 17 -17 -1 -8 -20 21 22 23 -2 25 26 28 -28 -25 -29
right_child=20 -3 4 -5 5 6 18 8 -10 -11 12 14 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.0013931903756723633 -0.045604125762710702 0.059372001267969612 0.070667820552793845 -0.11525547409599478 0.011066797316177851 0.072269223481416706 -0.028846886605226801 -0.092400029013912324 0.0019206809028983118 0.053882713706216549 -0.0019629560586697649 -0.023017673017013643 0.083570509825063796 0.0023935312624363339 -0.088101620823144919 -0.069300961121916776 0.010101902841900786 0.052090218497647181 0.064546676635742192 0.001820763228533906 0.00025096419443730497 0.03548728818581863 -0.077513805972412239 -0.00075307320352763901 -0.052822465524793819 0.052275687811726881 0.014043311716523023 -0.0032094836882922959 -0.054306077005134692 -0.063393313111737376
leaf_weight=122 37 25 26 22 27 35 23 22 25 29 106 21 23 34 25 26 36 27 25 64 3457 22 20 31 26 22 140 23 36 20
leaf_count=122 37 25 26 22 27 35 23 22 25 29 106 21 23 34 25 26 36 27 25 64 3457 22 20 31 26 22 140 23 36 20
internal_value=0 0.00426195 0.00234308 -0.0117481 0.00911266 0.00562587 0.0244635 -0.00324957 -0.0422294 0.00366385 -0.00250712 -0.0327001 0.0110149 0.0351492 -0.0583894 -0.000955876 -0.0231961 0.00829843 0.00952426 0.0194404 -0.000825933 -0.0107008 -0.0135632 -0.00974524 -0.00529297 -0.000749705 -0.00541594 0.00341191 -0.0295278 -0.031202
internal_weight=0 743 718 233 485 459 147 312 47 265 236 73 163 57 46 211 62 149 112 89 3834 377 355 335 298 272 250 183 67 43
internal_count=4577 743 718 233 485 459 147 312 47 265 236 73 163 57 46 211 62 149 112 89 3834 377 355 335 298 272 250 183 67 43
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=12 18 20 13 13 4 13 6 12 29 26 15 14 14 12 13 10 6 19 28 13 6 14 15 19 6 15 4 10 20
split_gain=1.57884 4.97196 4.73475 2.03439 9.07049 9.1224 5.23518 6.48417 11.2842 18.1297 5.38957 16.6333 22.1946 27.7309 11.4175 25.3058 11.0415 9.56733 12.8073 16.0409 10.4865 9.75779 13.7441 8.09387 7.67117 6.49649 6.26628 8.83778 10.1935 5.61268
threshold=4263.0476322019049 1.1806463500109667 2.1212295670465111 152.46221806950896 156.00176056338032 445.16794936738808 137.66204023005372 122.58149838985314 1697.9738358776492 200.00000000000003 6.5000000000000009 1189.0000000000002 0.030806826002262897 0.058201226945386174 1136.8600058510031 96.000343554066845 448.97261171352869 306.31552967659849 0.95333479062224746 4.5000000000000009 107.60346334387027 226.05795090715051 0.10684243659864968 1346.5000000000002 1.0832528134523121 52.898569610707895 1489.0000000000002 636.2174850448655 194.42973433865646 1.7409704957618237
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 10 -8 9 -9 25 16 14 -14 15 -13 17 21 19 -19 24 -12 -23 -15 -20 -1 -16 28 -28 -27
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11 11 12 13 23 26 -17 -18 18 20 -21 -22 22 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.053764416261886563 0.060065172993819471 -0.026175378872589635 0.0018734017451261652 -0.096177724926244657 -0.0021191600898712274 -0.0075627426921318353 -0.035327924912174541 0.015460247270689877 0.0044697380262220697 0.11679914428128138 -0.0028184183975381236 -0.003771354164928198 -0.16199984898169836 -0.072228847834325968 0.045811868688234919 -0.14153686091303827 0.072843286050888509 -0.12044433054068815 -0.06729797702282668 -0.012313919459633969 0.055435316424284668 0.085679385977218289 0.0095410236594916306 0.014565501544116575 0.0091526773997715541 -0.008525983473729978 -0.0072892271898066007 -0.052577497344464069 0.066757288981567728 0.0037404142306163321
leaf_weight=24 27 22 29 21 921 26 24 51 167 27 155 40 24 21 26 20 23 23 21 34 28 37 66 22 35 457 120 34 22 2030
leaf_count=24 27 22 29 21 921 26 24 51 167 27 155 40 24 21 26 20 23 23 21 34 28 37 66 22 35 457 120 34 22 2030
internal_value=0 0.0141055 0.0299301 -0.00024455 -0.0043059 -0.0471567 0.000868842 0.0142774 0.0191367 0.0505391 -0.000236893 -0.00766945 -0.0245244 -0.075886 -0.0113899 -0.0496932 0.00547101 0.0015874 -0.019359 -0.0559455 0.00546756 0.0130348 0.0368917 -0.0278224 -0.0195163 0.00198607 -1.27388e-05 -0.00678228 0.00418277 0.0014864
internal_weight=0 78 56 4499 968 47 3531 269 245 78 3262 751 329 67 262 60 422 399 141 57 84 258 103 43 56 2511 202 176 142 2487
internal_count=4577 78 56 4499 968 47 3531 269 245 78 3262 751 329 67 262 60 422 399 141 57 84 258 103 43 56 2511 202 176 142 2487
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=5 17 11 17 25 10 16 19 17 2 16 9 3 11 4 3 14 19 28 16 10 23 0 10 10 25 14 19 0 28
split_gain=1.60248 9.21806 5.92838 3.85755 4.11468 2.41053 2.36749 5.16712 8.33802 12.5129 6.06414 4.66472 7.81575 5.20639 19.8576 9.05586 11.5854 3.24475 3.16861 2.71764 2.47099 6.83741 9.18428 6.17798 5.72904 4.6539 2.6164 6.59872 13.1846 9.94146
threshold=1094.7730549621187 1.0660720864972808 1025.8580193447392 0.99837170375763895 0.25543810293745173 874.48980334002442 730.50000000000011 1.0927552484264831 0.95356787304174351 1185.0356110476935 890.65000000000009 814.8909700722395 1014.806822139761 769.06952969593647 786.77777777777794 879.50819888535455 0.0625321645612439 1.0520443716307815 11.500000000000002 529.07500000000016 502.91426672243307 1.0000000180025095e-35 599.24074074074088 545.71875000000011 477.78668064024396 0.1991080021163823 4.7475208353788495e-05 1.2722584366180041 488.15982019033055 11.500000000000002
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=2 3 6 4 -2 -5 11 10 -9 -10 17 13 -13 20 -15 -16 19 18 -8 -17 24 23 -23 -22 26 -24 27 28 -1 -30
right_child=1 -3 -4 5 -6 -7 7 8 9 -11 -12 12 -14 14 15 16 -18 -19 -20 -21 21 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.050971895456314087 -0.0070059200111580525 0.051958396352636507 -0.048900956876575946 -0.052019293010234835 0.048150048475889939 -0.0071999543036023782 -0.043140290338884703 0.015902607964101031 -0.012303139125147175 -0.11091398714872247 0.045267781944802181 -0.0056784346692204 0.067914559636954905 -0.11145214200951159 0.057871899120509634 0.029191208272068586 -0.079201269149780276 0.022042695780030708 0.0052109111262404403 -0.013887744679232129 0.07895216867327691 0.032855668463386022 -0.069181907773017887 0.012685974884559127 -0.041337106865125178 -0.0076896869752090431 5.5309299696804856e-06 0.044454998410544656 -0.010536212882687969 0.07331222146749497
leaf_weight=34 38 39 25 20 21 30 33 26 31 22 26 31 27 20 20 27 22 22 23 32 24 39 20 34 33 32 3722 47 31 26
leaf_count=34 38 39 25 20 21 30 33 26 31 22 26 31 27 20 20 27 22 22 23 32 24 39 20 34 33 32 3722 47 31 26
internal_value=0 0.0102359 -0.000342045 -0.00469228 0.0126259 -0.0251277 -6.63931e-05 -0.0112017 -0.0304815 -0.0532359 0.00344349 0.000416375 0.0285804 2.39869e-05 -0.0204155 -0.00238847 -0.0172676 -0.0104979 -0.0232818 0.00582635 0.000635857 0.0132741 -0.00382788 0.0401065 0.000152144 -0.0313405 0.000506845 0.0140278 -0.00168735 0.0277104
internal_weight=0 148 4429 109 59 50 4404 183 79 53 104 4221 58 4163 121 101 81 78 56 59 4042 149 91 58 3893 52 3860 138 91 57
internal_count=4577 148 4429 109 59 50 4404 183 79 53 104 4221 58 4163 121 101 81 78 56 59 4042 149 91 58 3893 52 3860 138 91 57
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=29 29 20 28 24 10 9 20 10 16 16 28 21 21 13 11 28 8 9 10 20 23 20 8 24 24 0 25 20 11
split_gain=1.59949 4.81245 5.40477 5.75797 9.58785 8.98857 11.0676 9.69034 8.44781 13.4502 9.38496 8.0799 8.22161 10.7737 8.02135 22.9097 8.00658 8.93477 8.71178 9.08125 10.9556 9.08683 12.075 7.51911 7.29892 6.49552 13.7221 6.40706 7.71639 6.33083
threshold=105.00000000000001 125.00000000000001 4.5982222349335622 2.5000000000000004 -0.036100010996553668 159.12742986575992 233.29062284723415 1.7026515357692065 146.47559681697615 208.20000000000002 439.50000000000006 25.500000000000004 0.5179681172834032 1.446313201377224 110.38899497696046 238.0146248790688 5.5000000000000009 321.66605150918639 320.18977488151666 238.99586776859508 1.5661806656503632 -0.16371820012213503 2.2841536224776013 434.12161767233977 -0.04059325978144316 -0.036100010996553668 242.31907894736847 -0.063442016722374456 1.6267992752593459 278.76234654467584
decision_type=2 2 2 2 2 2 2 2 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 27 8 7 -7 10 -10 25 12 -12 14 15 -14 -8 -18 19 20 -19 -22 -23 -20 -16 26 -5 28 -3 -27
right_child=1 2 -4 5 -6 6 16 -9 9 -11 11 -13 13 -15 24 -17 17 18 23 -21 21 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0020663685053903427 0.027932242356131183 -0.034094029472720243 0.032857843155327901 -0.075682967631467465 -0.016433251323700788 0.0096068196994967252 0.022913354964017175 0.075991869072119411 -0.10614003114402296 -0.011246271676115567 0.016789726877496355 0.036617214165627958 -0.02711719765497202 0.030478147960578402 0.024448594601395039 -0.14103301557210776 -0.062060453607277438 -0.057698815245003934 -0.057274778531147888 0.062399417425437677 -0.036222276034886425 0.070388174358200523 0.00076461436824416221 -0.0017341401780513713 -0.039314334987309477 0.0069024818971734113 0.0033086117213735216 0.06231446513906122 0.032021059195806341 0.048765238813864881
leaf_weight=2060 68 31 52 29 390 43 215 45 20 59 42 25 55 24 26 26 22 21 26 41 23 47 53 390 58 490 91 25 41 39
leaf_count=2060 68 31 52 29 390 43 215 45 20 59 42 25 55 24 26 26 22 21 26 41 23 47 53 390 58 490 91 25 41 39
internal_value=0 0.00169119 0.000962567 0.000270638 -0.00943564 0.00274549 0.00981714 0.0435537 -0.00390934 -0.03527 -0.00117178 -0.0173859 -0.0232304 -0.0321238 -0.0412295 -0.0636828 0.00627439 0.000532213 0.00282346 0.0208776 0.00905543 0.0204525 0.0334877 -0.00520543 -0.0195782 0.00522394 -0.015781 0.0186991 0.00355484 0.00998877
internal_weight=0 2517 2449 2397 487 1910 926 88 984 79 905 256 231 189 165 81 838 623 601 185 144 123 100 416 84 649 120 97 72 529
internal_count=4577 2517 2449 2397 487 1910 926 88 984 79 905 256 231 189 165 81 838 623 601 185 144 123 100 416 84 649 120 97 72 529
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=0 0 9 13 0 21 16 21 21 21 11 0 23 7 18 18 18 8 8 24 8 17 15 0 0 21 9 11 18 5
split_gain=1.40966 9.88838 11.4394 9.27835 7.17809 6.06329 8.6897 5.79765 5.18912 7.05605 5.55889 4.69633 5.77521 3.25931 11.3581 9.38637 5.57523 4.47509 10.2734 8.65358 8.6223 7.32659 7.79473 6.49124 6.32652 6.3619 6.13031 6.43375 21.9116 5.76128
threshold=924.57613947696143 883.63970588235304 429.805231364696 212.81395729202458 857.49130843316902 0.41230194497903144 576.10000000000014 0.31595591301560166 0.45407552650012578 0.49104195430016528 1043.7567934782612 835.26978256995199 0.85967480001335705 2286.418210590939 1.1788814298059249 1.1512225608591853 1.2434479892274168 2397.7000000000003 2839.8068548387105 0.63895059562517054 2301.269433465086 1.0190912433170805 2145.4999999999977 793.54325889164613 748.05657412257733 0.50432069426319881 571.01653643832299 560.71558645882317 1.1897580541828356 267.77154566744736
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 11 7 -7 -2 -8 -10 -11 12 13 17 15 -15 -16 20 19 -19 23 22 -21 24 26 -26 27 -1 -29 -22
right_child=3 2 -4 -5 -6 6 8 -9 9 10 -12 -13 -14 14 16 -17 -18 18 -20 21 29 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00010498876478848789 -0.0043919876652459304 -0.0045965678989887239 -0.10082776315865064 0.072496679918840526 0.045838928847190215 -0.051360813290294675 -0.034529681627949081 0.055131169843177001 0.064693750512032286 -0.0098035493188283664 0.046396625939417971 -0.037309183125548505 0.038308669340152007 -0.010661657456610655 0.037817953202204831 -0.085932137345274287 -0.02712173491716385 -0.01861784897926377 -0.025859670429067179 0.059983620570084564 -0.075016509070992471 0.083763540846606102 0.0093652474389483154 0.042119308157513545 -0.068276750463647423 -0.006876293015148905 0.015043370079676153 -0.093249330624486468 -0.0020057435734913902 -0.012162755212879607
leaf_weight=3159 30 30 21 20 34 36 30 36 21 88 22 34 39 37 39 30 20 41 55 43 25 24 104 36 27 45 253 33 130 35
leaf_count=3159 30 30 21 20 34 36 30 36 21 88 22 34 39 37 39 30 20 41 55 43 25 24 104 36 27 45 253 33 130 35
internal_value=0 -0.000450535 -0.0442212 0.00683604 7.55789e-05 0.00184283 -0.00694567 0.0280752 0.00298566 0.011577 0.00143649 -0.000294094 7.34608e-06 -0.000353812 -0.0161903 -0.0443649 0.0158045 0.000143793 0.0126517 0.0226428 -0.000748432 0.0325357 0.024172 -0.000135833 -0.000552939 -0.0299015 3.81367e-05 -0.00110465 -0.0204784 -0.0383518
internal_weight=0 4294 51 283 4243 263 197 66 161 131 110 4209 4175 4136 126 67 59 4010 267 212 3743 171 147 3683 3647 72 3575 3322 163 60
internal_count=4577 4294 51 283 4243 263 197 66 161 131 110 4209 4175 4136 126 67 59 4010 267 212 3743 171 147 3683 3647 72 3575 3322 163 60
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=12 8 12 12 13 8 14 13 14 8 13 24 2 15 9 8 24 7 8 2 8 0 10 14 14 11 14 8 12 12
split_gain=1.76662 7.41714 7.08061 7.31441 12.6551 25.81 11.172 7.52328 6.38756 7.4408 7.32218 8.33245 6.01125 10.3405 8.08014 12.7243 11.0801 6.76183 6.68399 7.09391 11.9542 8.52793 7.32635 8.09455 8.03879 6.92645 6.66464 6.56099 5.37229 5.11746
threshold=2813.8531943219846 168.61071879820381 2447.8813222923977 2533.9118332029207 127.4180497585899 1095.3275862068967 0.00021468313678832632 95.997810194544741 0.091270683770062908 2012.0916666666669 144.81635449492106 -0.024369796372719559 395.3829896402587 437.50000000000006 198.14421486797912 614.8568028255529 -0.04211914756346468 218.55647940985429 784.0459295929594 865.91335164920895 943.45978494623671 648.20605022831057 796.04473165563502 0.0082761465143390434 0.0023352944384685752 460.07141345785152 0.0016497346124301879 318.26710670207785 2553.3619155665151 2723.587961245004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -5 28 9 -9 11 -10 13 -3 17 16 -16 -14 -17 20 -20 26 23 24 -23 -22 -21 -19 -8 -30
right_child=1 12 3 6 5 -7 7 8 10 -11 -12 -13 14 -15 15 18 -18 27 19 21 25 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00059145956992964917 -0.054355122397343317 -0.00078439378833517121 0.015158620692789554 -0.077725954140935638 -0.15189744547771461 -0.003385418310761452 -0.010597842714438838 0.024913883510977033 -0.096211899131536494 -0.032682628557085994 -0.0071619942641871813 -0.01456658573076129 0.045470839105546473 0.068868371691459263 0.0089610799551010142 -0.03262488176780088 0.10055383209671294 -0.050528218952375796 -0.021753770515322686 0.00085504758856533205 0.09524566150944809 0.039861132331531157 -0.025381190253373903 0.062931074385874364 -0.018215700725200946 0.024165050613765532 -0.063254800616132631 -0.0076879087793816515 0.080629447045857505 0.011465038408059628
leaf_weight=3380 21 47 25 21 22 25 24 75 25 32 85 25 20 39 25 42 28 43 25 34 29 44 39 38 52 26 31 212 23 20
leaf_count=3380 21 47 25 21 22 25 24 75 25 32 85 25 20 39 25 42 28 43 25 34 29 44 39 38 52 26 31 212 23 20
internal_value=0 0.00428507 -0.000900748 -0.0134472 -0.0423252 -0.0729017 -0.00714651 -0.00234985 -0.0105601 0.00768876 -0.0250239 -0.0553892 0.00587608 0.0308023 0.0027603 0.0116034 0.0573497 -0.0105205 0.00486857 0.00982054 0.0355821 0.00116118 0.0127641 0.0238661 0.00840285 0.0616439 -0.0297204 -0.014912 0.0273049 0.04846
internal_weight=0 795 3782 402 72 47 330 309 242 107 135 50 774 86 688 413 53 275 360 318 80 238 173 134 96 55 65 255 67 43
internal_count=4577 795 3782 402 72 47 330 309 242 107 135 50 774 86 688 413 53 275 360 318 80 238 173 134 96 55 65 255 67 43
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=29 19 12 18 23 23 18 18 12 10 18 19 22 18 8 22 29 0 4 9 18 18 11 22 4 25 25 29 22 26
split_gain=1.51208 6.34561 4.41523 7.68429 5.40091 12.0534 4.93765 7.3193 5.30424 13.8931 5.85782 4.95964 7.18214 5.82771 6.93466 6.13907 14.9607 4.37288 9.11199 19.1085 11.9176 10.7966 7.35927 9.74262 10.035 5.17083 14.0205 12.0363 15.8343 7.71357
threshold=105.00000000000001 0.71134554307294695 3997.8953719814408 1.1646501719143976 -0.34547376040161876 -0.28519852666914242 1.8718147196670782 2.0693378393759878 362.94920797557995 208.19493985145886 1.5965308148378592 1.9069473898057814 0.45386952889579263 1.512738285502498 989.83161165700858 -0.039411483359480394 20.500000000000004 800.13392857142867 1132.2092898134865 615.12974918537088 1.1779633655929163 1.1375561441807591 86.701515151515153 0.38193066173941215 157.44741800060532 0.195335079826779 0.16612045101584053 85.000000000000014 -0.023456816821546062 17.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 8 -8 9 10 -7 12 13 17 15 -15 -17 22 19 20 21 -19 -10 24 -24 26 27 -26 -29 -27
right_child=-2 2 3 -5 5 6 7 -9 11 -11 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 23 -25 25 29 -28 28 -30 -31
leaf_value=0.054044449832290412 0.0016443271247151424 0.034896223650624357 0.045485703026254973 -0.019711303193892901 -0.070542126687036619 0.036275553055431529 -0.074085647015211489 0.0024964684190658427 0.040983041292056446 -0.097373022183421115 -0.037723021712154151 -0.049713615718342014 0.058757346002385025 -0.0049219393304416117 -0.012755741078096131 0.012508518621325494 0.11160618507862091 -0.013544528965245595 0.027901970346768695 -0.094182774847072062 -0.046731551378965383 0.066783193526444615 -0.052091868898194088 -0.067066861446137022 0.0025674085455620181 0.0025784718407512609 -0.068304106510347795 -0.0016743025903044077 -0.1156928069534756 0.047053417370359348
leaf_weight=20 2517 36 48 29 27 23 24 26 40 21 20 21 20 28 48 39 25 44 36 34 50 27 38 23 388 798 36 29 21 41
leaf_count=20 2517 36 48 29 27 23 24 26 40 21 20 21 20 28 48 39 25 44 36 34 50 27 38 23 388 798 36 29 21 41
internal_value=0 -0.00200911 -0.00255866 0.020931 -0.00348005 -0.004197 -0.0032542 -0.0342629 -0.00241612 -0.0307024 0.00185761 -0.0014025 -0.000827696 -0.00151062 0.0180564 0.0341323 0.0512185 -0.0032174 -0.0174195 -0.0279458 -0.00933381 0.0170026 -0.00129901 -0.00252992 -0.00143122 3.49685e-05 -0.00831413 -0.00338345 -0.0495621 0.00475186
internal_weight=0 2060 2040 77 1963 1927 1900 50 1850 64 43 1786 1765 1745 140 92 64 1605 191 155 121 71 1414 1374 1351 1313 474 438 50 839
internal_count=4577 2060 2040 77 1963 1927 1900 50 1850 64 43 1786 1765 1745 140 92 64 1605 191 155 121 71 1414 1374 1351 1313 474 438 50 839
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=27 11 11 7 14 9 11 16 14 5 15 0 0 0 6 2 2 15 25 15 14 0 14 9 28 28 0 0 0 15
split_gain=1.70762 4.76437 17.214 12.7466 7.56773 8.00788 7.35839 5.60961 5.241 4.78686 5.80493 14.5431 8.57382 10.5487 5.23139 4.9074 13.1746 8.14382 15.7738 12.8044 11.4139 9.93682 7.19058 10.4451 5.87917 5.55508 4.77383 4.59313 6.04741 4.10247
threshold=8.5000000000000018 302.69439353676051 285.05580958075734 380.06755747941935 0.16367146827958204 331.68914191579057 273.40530303030306 400.22500000000008 0.0082761465143390434 292.5164882568987 2022.1000000000001 499.87025496948547 419.00045196492266 372.85188777638717 78.946464072706632 343.42446412320351 377.02830064973608 945.60000000000002 0.30112198172803178 1068.0999999999997 0.18153503806967486 162.87309160305347 0.0097321855571496901 258.47804255319153 2.5000000000000004 2.5000000000000004 343.92559317844791 206.00074815681367 149.38624826581233 2216.2000000000003
decision_type=2 2 2 2 2 2 2 2 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 -3 5 26 9 8 -7 10 11 12 13 14 -2 24 -17 18 20 -19 -18 -21 23 -23 -16 -22 -5 28 -26 -12
right_child=1 3 -4 4 -6 7 -8 -9 -10 -11 29 -13 -14 -15 15 16 17 19 -20 21 25 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0010297718414247409 -0.038990698630611109 -0.078173691458229375 0.089454042636567643 -0.011326819922654861 0.04306821536559325 -0.043970468087012278 -0.048511567909383414 0.027478958229655792 0.015672129507248219 0.034811072173603887 0.050471261933897484 -0.085183231143111549 0.051630971767008309 -0.069932611783345547 0.039351715105013896 -0.062179231977997684 0.064766476564109318 0.087376751644270764 -0.094560116096197272 -0.052057346737442112 0.017216622047126293 0.064885471814142712 -0.021196588501334192 -0.016058530330657957 0.0074215945493625972 -0.049965954391518609 -0.063608798049390319 0.038016016370263597 -0.040233461327246721 0.0035965903813755793
leaf_weight=3564 36 29 21 31 26 34 33 49 26 37 33 22 28 24 57 39 20 21 23 26 20 44 33 25 95 32 40 29 37 43
leaf_count=3564 36 29 21 31 26 34 33 49 26 37 33 22 28 24 57 39 20 21 23 26 20 44 33 25 95 32 40 29 37 43
internal_value=0 -0.00362301 0.000146133 -0.0161013 -0.00736292 -0.0146474 -0.00233137 0.00237567 -0.0181253 -0.000226467 -0.0021135 -0.00535544 -0.00237376 -0.00506918 -0.00217026 0.000475519 -0.00821092 0.000415162 -0.0224645 0.0150029 0.000565992 0.00312906 0.0171962 0.0355579 0.011752 -0.0241265 -0.0407815 0.00198061 -0.00593626 0.0239501
internal_weight=0 1013 778 235 206 180 757 109 60 724 687 611 589 561 537 501 283 244 95 149 72 128 102 69 218 52 71 161 132 76
internal_count=4577 1013 778 235 206 180 757 109 60 724 687 611 589 561 537 501 283 244 95 149 72 128 102 69 218 52 71 161 132 76
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=0 0 0 13 13 2 29 20 22 20 0 20 10 18 5 2 0 19 4 2 10 13 26 26 2 18 19 19 19 10
split_gain=1.51392 6.44016 5.70417 5.62438 5.70566 5.25043 4.89774 3.09427 8.00723 6.44283 7.39653 6.37144 6.61892 8.82809 4.90897 4.1503 11.0196 4.83225 7.65266 7.23003 5.97825 3.7927 3.36928 9.27543 9.14588 14.334 10.3906 8.77587 11.8111 8.00546
threshold=157.43754443244953 177.42551065578957 149.38624826581233 95.997810194544741 65.858942691460797 472.67396276050408 125.00000000000001 3.5651721502685505 0.024620432223798384 3.6167783289069431 200.88717071554603 3.0989830488205299 120.79458887545347 1.1646501719143976 197.01834087684932 700.67451475447467 406.40947872697626 1.1224659413975779 187.09300138073874 487.08194703063629 202.25434001027222 74.434190573678706 10.500000000000002 11.500000000000002 985.71016783819084 1.1949007042613282 0.90190633922379571 1.1502363787320318 1.0858643139571622 126.66097788850827
decision_type=2 2 2 2 2 2 2 2 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 5 4 -2 -1 -6 11 -9 -10 -11 22 14 -14 -13 16 17 18 -12 20 -19 -17 -3 -24 26 27 -25 28 -26 -29
right_child=1 7 -4 -5 6 -7 -8 8 9 10 15 12 13 -15 -16 21 -18 19 -20 -21 -22 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=0.0050839080826117055 -0.043052982155452758 -0.001828797103014487 0.043678718238758546 -0.064120241199378619 -0.02071410470828414 -0.041323851836988557 0.042530042584985495 -0.06615317563283378 -0.054697470599785449 0.051199281476438041 -0.019636660729619591 0.085250756641228997 -0.048915953651885502 0.016071096915222797 0.023402800433563464 -0.014739436021557563 -0.067042210430372506 -0.08291537724726368 0.060499530303506903 0.010015805710905365 -0.01233300271976207 0.032870242744684218 0.046537876607796465 -0.0089910768501745546 -0.001908126606472901 -0.071037424502796251 0.021149792121265269 -0.0005531676949056632 -0.0890449880808592 0.0779749618787762
leaf_weight=391 34 2723 36 27 25 26 24 23 24 25 22 21 24 162 33 27 32 21 26 56 28 44 52 183 70 38 305 34 20 21
leaf_count=391 34 2723 36 27 25 26 24 23 24 25 22 21 24 162 33 27 32 21 26 56 28 44 52 183 70 38 305 34 20 21
internal_value=0 -0.00060277 0.00548747 -0.0244744 -0.0115775 0.00219038 0.0102626 5.14095e-05 -0.00925605 -0.00496545 -0.000717877 0.000879637 0.0166337 0.00768567 0.0474548 -0.00578791 -0.0136758 -0.00251425 0.0237704 -0.0145301 -0.0425826 0.0147652 -0.000217571 0.00585071 0.00269761 -0.0163673 0.00984697 -0.00204001 -0.0212719 0.0294303
internal_weight=0 4124 453 110 83 417 49 4014 328 305 281 3686 240 186 54 256 185 153 48 105 49 71 3446 723 671 183 488 145 90 55
internal_count=4577 4124 453 110 83 417 49 4014 328 305 281 3686 240 186 54 256 185 153 48 105 49 71 3446 723 671 183 488 145 90 55
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=9 10 19 13 13 6 22 13 19 8 19 2 29 3 2 2 23 9 23 8 17 22 15 7 15 8 9 28 2 20
split_gain=1.46238 5.89815 5.79597 5.53749 5.24611 15.7932 19.7608 4.78184 4.74838 10.7257 9.21053 4.67289 12.4952 10.6123 7.31463 6.64638 6.39759 6.36267 5.0608 4.58818 7.96449 8.74646 7.99221 7.42663 5.85763 6.12471 5.83458 6.33689 6.19175 13.6073
threshold=231.93754356020199 159.12742986575992 0.7595585772714607 77.999234393404024 63.005060728744944 313.70505617977534 0.40152568374949604 89.974723718689759 0.84628060239663638 584.3330759661992 0.8629762158658788 487.08194703063629 140.00000000000003 354.76260633804668 511.68003350695841 372.93665949943204 0.1508948664771049 322.02772808586764 0.21625774009156409 407.12084558871175 1.1450081173134439 0.15870230980475739 1534.3999999999999 1074.7390027543352 783.50000000000011 545.15296132608637 233.29062284723415 10.500000000000002 617.943521546738 2.7441229209396441
decision_type=2 2 2 2 2 2 2 2 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 -2 -3 5 6 -4 -5 9 -6 -10 12 15 16 17 -12 -14 -13 -17 -16 26 22 24 -23 25 -22 -21 -28 29 -29
right_child=2 3 4 7 8 -7 -8 -9 10 -11 11 14 13 -15 19 18 -18 -19 -20 20 21 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00021673151508481785 -0.043390178420778476 0.054323230661850956 -0.11213189415367586 -0.031768418589363932 -0.0075248904650410025 0.052361750176974711 -0.0055801086208742603 0.017382488796375956 -0.063823959555314932 0.08701660234481097 -0.019348068975255289 -0.008392539841157419 -0.013801605351593183 0.11074523262679577 -0.027448319631909569 -0.012407188748733866 0.060784757882356648 -0.081784567706996492 0.03445995307411067 -0.048503128499058745 0.015995631502433258 0.078699681431274204 -0.038364074658602476 0.014367133278497741 0.020117733526200502 -0.059505957648867659 -0.0080708412089552893 -0.078742784505280161 0.009401911250259503 0.019354151214863505
leaf_weight=2084 33 35 28 23 30 21 46 142 23 20 95 27 23 20 63 36 23 21 64 28 22 34 36 38 184 21 802 26 498 31
leaf_count=2084 33 35 28 23 30 21 46 142 23 20 95 27 23 20 63 36 23 21 64 28 22 34 36 38 184 21 802 26 498 31
internal_value=0 0.00179099 -0.00178396 0.0181948 -0.00117644 -0.0241766 -0.045897 0.0105312 -0.000167189 0.0302917 -0.000887258 -0.000195315 0.0123227 0.0499321 -0.0019797 -0.000406607 0.0234916 -0.0405016 0.0175878 -0.000942655 2.81925e-05 0.0138644 0.00541002 0.0447464 0.0123522 -0.0208772 -0.00331847 -0.00238614 0.0058285 -0.0253918
internal_weight=0 2284 2293 200 2260 95 74 165 2165 50 2115 2092 261 66 1831 195 46 48 100 1783 1720 335 263 72 227 43 1385 1357 555 57
internal_count=4577 2284 2293 200 2260 95 74 165 2165 50 2115 2092 261 66 1831 195 46 48 100 1783 1720 335 263 72 227 43 1385 1357 555 57
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=15 7 20 20 20 5 19 15 9 0 19 0 2 7 4 8 15 8 0 1 12 0 23 8 16 8 16 22 16 15
split_gain=1.51954 4.92386 5.76284 4.08039 6.82732 5.48743 5.42541 2.19349 1.97978 1.89946 5.16152 5.65002 6.58464 2.93107 2.65516 2.31723 8.83476 5.03711 6.4997 8.83397 6.20156 7.5213 5.16405 4.84317 4.3163 3.49093 3.42658 3.91698 3.35931 2.56995
threshold=3021.0500000000006 2122.5763139949818 3.1725212049583726 2.5628322488053343 2.2013958341488782 350.05846874407422 1.1953891983658038 2958.150000000001 245.78175179484523 1043.8563519813522 0.99065924507263736 1135.8854166666667 1525.0731718514712 2999.9549298195075 1185.0163294617212 2839.8068548387105 2160.6500000000001 2397.7000000000003 701.99276201505506 1107.0309028259619 1069.9413500476799 637.0606837606839 0.74864995719479077 2344.885964912281 608.17500000000007 2603.5174081237915 546.05000000000007 0.31546834280822694 585.55000000000007 1520.9999999999998
decision_type=2 2 2 2 2 2 2 2 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 -2 4 -3 6 -5 9 -6 13 -11 -12 14 15 -13 17 -17 23 20 24 -19 22 -22 29 25 -20 27 -18 -21 -1
right_child=1 3 -4 5 8 -7 -8 -9 -10 10 11 12 -14 -15 -16 16 26 18 19 28 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00080283899890724257 0.077760256575420503 -0.02499479575455189 0.0043640270991169893 -0.0016390491276979447 0.019531058073043825 0.023688241094350818 -0.062296282563153817 -0.027338707221982381 0.059740721092869847 -0.019794343331375641 0.067355974666450338 0.0094463908010058942 0.055277275636961512 -0.034710235893726349 -0.038626151680946352 -0.054667646682040917 0.050408893978844085 0.068077510931799493 -0.013861387327779084 0.0053787683898752388 -0.028508666781191197 0.053926850348297098 0.027171513158828021 -0.042342472675123387 0.0094067389145493507 -0.062686068781962007 -0.018118133818781055 -0.0095124157145619406 0.059477512290080393 -0.0054571760100238136
leaf_weight=2929 20 25 23 30 25 26 29 30 24 37 23 27 22 25 20 37 24 31 32 22 36 36 31 28 32 27 37 20 24 845
leaf_count=2929 20 25 23 30 25 26 29 30 24 37 23 27 22 25 20 37 24 31 32 22 36 36 31 28 32 27 37 20 24 845
internal_value=0 0.00847966 0.0385018 0.000360468 0.0175295 -0.0145867 -0.0314536 -0.000391518 0.0392256 -0.000205462 0.0117475 0.0244328 0.0101251 -0.000571195 -0.01101 -0.00036755 -0.0141823 3.26804e-05 0.0132048 -0.00211153 0.028864 0.0170619 -0.0027462 -0.000906204 -0.0201656 -0.0362049 0.00431104 0.0231719 0.0336042 -0.000598781
internal_weight=0 202 43 159 74 85 59 4375 49 4345 129 92 69 4216 47 4191 118 4073 271 137 134 103 67 3802 91 59 81 44 46 3774
internal_count=4577 202 43 159 74 85 59 4375 49 4345 129 92 69 4216 47 4191 118 4073 271 137 134 103 67 3802 91 59 81 44 46 3774
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=17 4 1 19 1 15 14 24 24 16 15 13 17 8 8 8 13 28 1 21 16 17 13 13 16 4 15 15 28 25
split_gain=1.46552 4.93056 9.0489 17.6218 14.3152 4.72797 9.85853 6.50537 10.2902 8.15685 7.99423 7.60885 6.4128 7.14915 27.7205 15.5162 10.6403 10.6058 13.7057 6.6758 6.24414 7.39572 6.19323 5.79106 5.7168 9.83062 22.8002 18.0131 7.69763 6.31681
threshold=1.2824875048089763 880.05431728464771 645.15968005191723 0.8408849654488183 613.39448835784322 522.44999999999993 0.08017694882831182 -0.032355811364432406 -0.074659996724010358 208.20000000000002 432.57499999999987 103.44616079796494 1.3134314290348668 550.98255376748386 506.57729885057478 627.63671747159765 66.001916838690661 1.5000000000000002 443.87124125648512 0.73069915538816799 536.07500000000016 1.4397385702931194 156.00176056338032 94.554261207665363 550.17500000000007 409.22589525343153 805.25000000000011 686.77499999999793 4.5000000000000009 -0.032935097403201115
decision_type=2 2 2 2 2 2 2 2 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 6 -2 8 22 -10 -9 -11 19 14 16 -15 -14 -17 -19 -7 21 -20 -8 -21 25 -18 27 -27 -28 -30
right_child=1 -3 3 -5 -6 12 7 10 9 11 -12 -13 13 15 -16 17 24 18 20 23 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=0.0011725901538520839 0.037241778615862135 0.036062914592912422 0.01090727694656538 -0.11743823256343605 0.07781779371540655 -0.081434656747362832 0.04370115771889687 -0.0029422524348424284 0.0018695230680433187 -0.11429050458087163 0.038245410922755831 -0.03112118501554836 0.05674673593044282 0.055934214001013477 -0.12413882415386893 -0.057023577566724271 -0.0040535780452351788 0.037194764849522881 -0.0040397417376516389 -0.060623040830805192 0.014333682972937823 -0.087186555855947992 -0.019006167429809772 0.0034425752421537803 0.015237477981183377 -0.012385497597001848 0.038293833186229073 -0.12953627610313043 -0.068454938968643547 0.011023406274616718
leaf_weight=3202 77 32 23 20 22 22 28 187 22 22 63 22 25 55 21 32 262 72 20 21 25 23 36 43 74 21 30 35 20 20
leaf_count=3202 77 32 23 20 22 22 28 187 22 22 63 22 25 55 21 32 262 72 20 21 25 23 36 43 74 21 30 35 20 20
internal_value=0 -0.00273064 -0.00365499 -0.0487883 -0.00216212 -0.00353892 0.00461348 -0.00199805 -0.0201424 -0.0478474 0.00743704 -0.0727058 -0.00807686 -0.00505372 -0.0116464 0.00970003 -0.00679564 -0.00508416 0.00678771 -0.0339141 -0.025408 -0.0485136 0.00842829 -0.017579 -0.0102341 -0.0150921 -0.0380451 -0.0856047 2.63345e-06 -0.0287158
internal_weight=0 1375 1343 43 1300 1278 457 380 130 66 250 44 821 735 508 227 487 172 140 86 68 43 64 64 462 388 126 56 70 40
internal_count=4577 1375 1343 43 1300 1278 457 380 130 66 250 44 821 735 508 227 487 172 140 86 68 43 64 64 462 388 126 56 70 40
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=27 20 25 21 18 18 18 1 0 15 1 0 23 10 6 12 10 10 10 21 21 9 1 9 1 1 25 4 6 15
split_gain=1.47098 8.0854 8.43424 18.6279 6.61426 7.52408 19.4167 6.47564 6.86218 6.21402 7.80049 14.073 10.6114 9.33802 5.32316 5.12031 9.63275 8.07864 14.315 8.54431 16.9396 6.63859 7.30279 5.5542 7.28823 11.3383 6.08978 5.3776 5.31649 4.71823
threshold=8.5000000000000018 1.6844556316051382 -0.019911545632416185 0.70501382078745323 1.0653471358645177 1.1576105982685978 1.1375561441807591 971.46805770221556 441.65434198038605 1904.2999999999995 454.46260791970013 338.5547884841364 0.31049872070921808 115.77927773980407 376.28176966696645 840.29991254372828 223.42749022079684 114.75657894736842 132.99415148609782 0.5076516813435823 0.84299333560409651 253.80965156214356 217.19015008420772 226.00724637681162 308.89504826871456 212.92453334776567 0.23578847699919034 317.40713455677616 229.60882352941181 317.50000000000006
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=-1 2 -2 -4 -3 6 -6 8 9 10 15 13 -13 -12 -10 16 21 19 -19 -17 -21 23 -23 24 25 26 -7 29 -20 -22
right_child=1 4 3 -5 5 7 -8 -9 14 -11 11 12 -14 -15 -16 17 -18 18 28 20 27 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00095575939245610801 -0.0055759188426392423 0.054049409993670208 -0.0016789392496530829 -0.12522499751826019 0.0080913933037325397 -0.010485250683268534 -0.10137774556731949 -0.048842458955943586 0.058562747751259137 0.041124993935227394 0.053834814360986152 -0.11617204368762349 -0.023739463366844037 -0.024358392098829861 0.0091006049479950557 0.05650712571860779 -0.063328878847616052 0.10206495925136234 -0.013657172657549383 -0.075870018675050235 0.0008488839573186377 -0.0057204003660724714 0.070775322476401933 -0.056123887974282971 0.047165488482763369 -0.065503914666271978 0.047680124935383601 -0.011949657954392024 0.033568043572733464 0.064902049351645549
leaf_weight=3564 70 22 26 23 43 72 26 25 36 34 24 23 27 42 55 21 28 23 40 32 23 26 24 23 24 31 24 64 59 23
leaf_count=3564 70 22 26 23 43 72 26 25 36 34 24 23 27 42 55 21 28 23 40 32 23 26 24 23 24 31 24 64 59 23
internal_value=0 -0.00336261 -0.0278499 -0.0596699 -0.000103115 -0.00146935 -0.0331578 0.00125357 0.00286334 -0.000554747 -0.0027249 -0.0262409 -0.0662585 0.0040755 0.028668 0.0023549 -0.00802955 0.0115369 0.0309977 -0.00302882 -0.0118334 -0.00111713 0.0309975 -0.0103455 -0.00337261 -0.0129231 0.00405609 0.00679539 0.0144871 0.0328755
internal_weight=0 1013 119 49 894 872 69 803 778 687 653 116 50 66 91 537 252 285 122 163 142 224 50 174 151 127 96 110 99 46
internal_count=4577 1013 119 49 894 872 69 803 778 687 653 116 50 66 91 537 252 285 122 163 142 224 50 174 151 127 96 110 99 46
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=13 7 5 5 16 0 8 20 2 20 26 26 16 4 18 23 14 2 16 16 18 14 18 20 11 10 4 20 16 18
split_gain=1.88375 2.71018 1.88245 8.38344 12.6228 6.71157 4.44448 5.36308 3.69629 8.31709 3.53809 6.44907 4.49999 3.91107 3.34559 2.75662 3.27922 2.751 3.79928 4.69438 3.9767 6.21985 5.5395 4.2809 2.79316 7.33958 15.1519 17.3872 6.5318 11.9193
threshold=58.644280306441551 203.76842106555179 107.55954592363263 121.25561233300893 208.20000000000002 272.91664785128324 680.01895233812968 2.1563466726641729 231.9375666586819 1.7727841693568898 6.5000000000000009 1.5000000000000002 130.37500000000003 169.93160996306872 1.2631420719693767 0.28356448953340146 0.20452779887660469 198.24743334557439 123.85000000000001 128.12500000000003 1.2531435107074607 0.015228724557566102 1.2891254758645829 2.9093335175902237 171.60833333333338 69.563438773095996 506.24580138736775 1.6745942059616745 194.15000000000003 1.1779633655929163
decision_type=2 2 2 2 2 2 2 2 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 8 4 6 -6 7 -4 15 -10 11 12 -11 -14 -12 16 -2 -5 20 -20 21 -19 -22 -24 -21 26 27 -26 29 -27
right_child=2 -3 3 17 5 -7 -8 -9 9 10 14 -13 13 -15 -16 -17 -18 18 19 24 22 -23 23 -25 25 28 -28 -29 -30 -31
leaf_value=0.0068025641498111553 -0.035917347643731369 -0.041497968251888569 -0.013467807240784169 -0.032748994380235673 -0.11231250916142017 -0.03310481462951588 -0.038304312207869125 0.056007134616374965 0.076714091505855328 0.056251946836709976 0.062540744803845888 -0.034835851454251519 0.036488460363061345 -0.0083140972389706535 0.010845879297102651 0.026789276270816727 -0.00094304112797891277 0.0079287829084528829 -0.038958128235272824 0.0054480409359951559 -0.040417572128606721 0.072115912617972275 0.051960280408029969 0.0043266270085725754 -0.0021904473954981025 -0.05677673914215782 0.024888539044507621 -0.12408457225188614 0.0010583421535855808 -0.0047292789022454103
leaf_weight=21 36 26 25 25 20 23 21 20 20 20 21 37 27 70 31 24 105 36 31 779 23 26 23 105 22 55 29 25 2631 220
leaf_count=21 36 26 25 25 20 23 21 20 20 20 21 37 27 70 31 24 105 36 31 779 23 26 23 105 22 55 29 25 2631 220
internal_value=0 -0.0199169 0.000206643 -0.000419903 -0.0277854 -0.0699456 -0.000317319 0.0174099 0.00683906 0.0151468 0.00916938 0.00155399 0.0130619 0.00415672 0.0317227 -0.00454001 -0.00987265 0.000320254 0.000526679 -0.000203291 0.0135222 0.034846 0.00476674 0.0128858 0.000116146 -0.00127673 -0.0319544 -0.0670277 -0.00047442 -0.0151388
internal_weight=0 47 4530 4139 109 43 66 45 391 226 206 154 117 97 52 165 141 4030 4005 3792 213 62 151 128 3761 2982 76 47 2906 275
internal_count=4577 47 4530 4139 109 43 66 45 391 226 206 154 117 97 52 165 141 4030 4005 3792 213 62 151 128 3761 2982 76 47 2906 275
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=13 21 15 4 23 24 0 17 10 15 17 15 21 13 13 10 19 19 18 25 12 8 11 3 4 21 8 21 4 27
split_gain=1.52584 4.55629 1.44236 6.56928 4.7773 8.4429 8.47862 7.15384 5.857 5.41217 5.82106 5.7857 5.82515 5.27944 7.83936 5.95653 5.48445 4.45721 4.29778 3.57682 3.39977 3.29733 10.8672 9.11257 8.2318 11.7533 10.2362 17.9602 7.65235 5.80893
threshold=58.644280306441551 0.60256853944917321 540.50000000000011 421.40817818396908 -0.17502885972834017 -0.032355811364432406 298.33432154839778 1.8094436671863532 106.50321458882657 522.44999999999993 1.0124851462938311 462.87500000000006 0.85724161384777253 116.26950034537991 81.716919314219311 55.39758460859165 0.88597032916141438 0.82604705168985615 0.87273605583242408 -0.010142450217022071 1914.0255277838548 550.98255376748386 497.15020206555909 836.16735787321477 606.0788949148224 0.93413454595396683 491.04877765436578 0.83920251095946308 445.16794936738808 8.5000000000000018
decision_type=2 2 2 2 2 2 2 2 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 -6 8 17 10 -7 13 -13 14 15 -12 -17 -2 -15 -19 -16 22 23 24 26 -26 29 28 -28 -4
right_child=2 -3 21 -5 5 9 -8 -9 -10 -11 11 12 -14 18 20 16 -18 19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.013880035653710366 -0.040096317499876022 -0.048405201236406965 -0.00047755248572987815 0.059386233204887034 -0.075755294126768902 -0.044091390801424331 -0.0064878605349465868 0.054460654195605057 0.040093603955451834 -0.044537102269089746 -0.045364294233529466 0.071801050571310851 0.0033164677412613579 0.0052291329673607835 0.026173664963450929 -0.020949249221913279 0.032385185508824452 0.018857241811023818 -0.034897697979913038 -0.01001526907018227 0.079766777828335772 0.0010621566839002969 0.049644927724319346 -0.074700891484972096 0.085613195151090629 0.0037686072530915271 0.022128643111458846 -0.097321071641312706 -0.051184813321257627 -0.022804338077696253
leaf_weight=23 25 24 444 21 30 22 43 36 43 23 23 27 23 56 29 31 51 90 51 82 20 2890 34 20 20 143 35 36 24 158
leaf_count=23 25 24 444 21 30 22 43 36 43 23 23 27 23 56 29 31 51 90 51 82 20 2890 34 20 20 143 35 36 24 158
internal_value=0 -0.0179252 0.000185979 0.00427049 0.00262875 -0.00397397 -0.0349539 0.0128917 0.00665632 0.00237866 0.00561909 0.00913558 0.0402981 0.00316575 0.0150208 -0.00039201 0.0122222 -0.000642174 -0.0138967 0.00509244 0.0480484 -0.000593558 -0.0058288 -0.00797211 -0.00642027 0.0138109 -0.0111515 -0.0416578 -0.00769378 -0.00633741
internal_weight=0 47 4530 726 705 429 73 276 240 356 333 311 50 261 154 105 82 197 107 172 49 3804 914 880 860 163 697 95 59 602
internal_count=4577 47 4530 726 705 429 73 276 240 356 333 311 50 261 154 105 82 197 107 172 49 3804 914 880 860 163 697 95 59 602
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=14 23 12 10 23 19 15 19 16 23 6 7 16 15 19 19 19 23 23 14 18 29 15 23 15 4 11 4 21 18
split_gain=1.5993 7.64941 16.2114 10.7957 10.2366 14.7824 9.06839 8.17263 8.52886 10.2377 9.89647 7.78982 6.3113 7.28005 6.5626 5.98106 13.5964 11.3303 7.40708 5.36843 5.31746 5.04488 4.83684 6.54922 9.54334 5.58018 8.91803 6.38837 4.60669 4.52038
threshold=0.056070689640014854 0.1162504867369354 588.97251539127296 93.520725388601051 -0.024415327353379281 0.87660099600998587 742.82499999999834 0.95333479062224746 374.22500000000008 0.29281094875093655 249.99090909090913 1005.4673417352664 615.07500000000016 1670.3499999999997 1.204687831717884 1.0043409622962669 0.98862042601456823 0.57718174395624877 0.58737718278007101 0.060390039516071796 1.0905460487348244 65.000000000000014 767.37500000000011 0.43935807452097614 701.37499999999966 162.08048572125946 124.41993350535928 190.37980045033032 0.32053023193619051 1.3330098780793644
decision_type=2 2 2 2 2 2 2 2 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 6 29 -6 -4 8 9 -3 -11 -12 13 14 21 16 17 -9 -18 -2 28 -7 23 -22 -25 26 -24 -27 -17 -5
right_child=19 7 3 4 5 12 -8 15 -10 10 11 -13 -14 -15 -16 20 18 -19 -20 -21 22 -23 25 24 -26 27 -28 -29 -30 -31
leaf_value=-0.10160761592909694 0.029939017370482213 0.063577343322909805 -0.0081410464385281434 0.025345090797377956 -0.11338674969971181 -0.04586455225944519 0.080659592030164984 0.048263124106151446 0.070169042627094322 0.036426812945002759 -0.086057972502894708 0.0022019679658114911 -0.069419779907912024 0.036173689280015728 -0.07347101202573289 -0.0012378942221403122 -0.11038892574253537 -0.035929137660246906 -0.025355285182595257 0.0011500753900977572 0.065239740330994556 0.0045010042424171656 -0.0028460932859018739 -0.037806434091180563 0.052830013685992785 0.025832125345865889 -0.073920750397223012 -0.0015475447665527812 0.063151685327291485 -0.0086467207457401312
leaf_weight=20 67 26 23 54 20 30 23 31 32 27 20 20 24 24 22 20 21 33 20 1949 26 59 51 26 21 90 27 1604 25 142
leaf_count=20 67 26 23 54 20 30 23 31 32 27 20 20 24 24 22 20 21 33 20 1949 26 59 51 26 21 90 27 1604 25 142
internal_value=0 -0.0016585 -0.0136413 -0.00946236 -0.0150709 -0.0323597 0.0362593 0.000834149 0.0256386 0.0103163 -0.0103522 -0.041928 -0.0221676 -0.0137672 -0.0245652 -0.000720014 -0.0239503 0.00485149 -0.0689091 0.00210685 0.000570555 -0.0124761 -0.000257824 0.0249684 0.0026907 -0.00129706 -0.0274489 -9.28988e-05 0.0345341 0.00071837
internal_weight=0 2561 441 421 375 179 46 2120 125 93 67 40 159 135 111 1995 105 64 41 2016 1890 89 1845 73 47 1772 78 1694 45 196
internal_count=4577 2561 441 421 375 179 46 2120 125 93 67 40 159 135 111 1995 105 64 41 2016 1890 89 1845 73 47 1772 78 1694 45 196
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=4 21 3 17 22 25 25 20 8 22 20 0 17 20 2 8 22 8 3 3 24 25 27 22 12 22 8 0 22 12
split_gain=1.53103 4.68571 3.04694 3.6338 1.96505 14.3635 6.47813 4.31571 2.84531 2.78662 5.01967 2.46204 3.64811 4.99122 3.32414 6.72413 6.88252 10.671 4.11143 5.86269 4.95997 4.7081 3.44689 5.80129 5.32843 8.91796 7.29307 6.06722 7.41451 7.40364
threshold=60.32629522594798 0.4632978676620082 112.87463867696857 1.8375307584440213 -0.33062072898640521 -0.017601299828609536 0.014611903230008183 1.896315665305639 143.29990235032446 -0.38418302028080559 1.6609850338981518 101.12803507689598 0.81657542410657513 4.1217342631089346 248.79150373520272 529.90757334395346 -0.049602208638654909 168.61071879820381 212.99103775359836 201.93357757892178 0.05096259072639308 -0.0029171573321443542 11.500000000000002 0.46266594899643781 351.24611646746774 0.22706154950659796 1847.7074321214911 130.15334755288583 -0.042327642819477158 394.66363119659394
decision_type=2 2 2 2 2 2 2 2 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 7 -7 9 -9 10 -4 12 -6 -14 15 16 17 -13 19 20 -16 -21 24 -24 25 -20 -27 28 -26 -29
right_child=2 -3 4 -5 11 6 -8 8 -10 -11 -12 14 13 -15 18 -17 -18 -19 22 21 -22 -23 23 -25 27 26 -28 29 -30 -31
leaf_value=0.0015172283402552793 -0.00674928488675505 -0.055593406111001969 -0.025394145175814634 0.049489093405713058 -0.015055681020021439 -0.097686221131256648 -0.024757068103243567 0.011700025708837943 -0.038088170462287962 0.056808478143066166 0.041819737039506436 0.0087519249455495322 0.0098886959021911025 0.057873045753720889 -0.018027569309753532 -0.062351085364818572 0.021520088793924794 -0.077862414693459878 -0.078910782252964773 0.070790741258654102 0.032692572235640503 0.0094431562518531645 0.052088026126148185 -0.014619165798649192 0.013189787007868291 0.032274772613667527 -0.048046821691095837 0.052621305740817831 -0.06490651109526234 6.3980889058678681e-05
leaf_weight=51 20 20 20 27 37 21 29 22 24 20 25 33 96 28 51 25 52 25 23 29 31 22 32 22 20 26 20 27 31 3668
leaf_count=51 20 20 20 27 37 21 29 22 24 20 25 33 96 28 51 25 52 25 23 29 31 22 32 22 20 26 20 27 31 3668
internal_value=0 -0.0145703 0.000229581 0.0255579 -3.73918e-05 -0.0108839 -0.0553873 0.00916274 -0.0142764 0.0257505 0.0119469 0.000368909 0.0125012 0.0207239 -0.000103246 -0.0155369 -0.00489729 -0.0285818 0.000417379 0.0177048 0.00114712 0.0443271 -0.000176892 0.024911 -0.000532002 -0.0280687 -0.00264766 -2.47862e-05 -0.0342805 0.000448026
internal_weight=0 71 4506 47 4459 161 50 111 46 65 45 4298 161 124 4137 135 110 58 4002 133 82 51 3869 54 3815 69 46 3746 51 3695
internal_count=4577 71 4506 47 4459 161 50 111 46 65 45 4298 161 124 4137 135 110 58 4002 133 82 51 3869 54 3815 69 46 3746 51 3695
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=12 17 16 17 12 2 2 4 14 22 11 12 27 1 25 23 14 12 29 16 20 29 1 14 29 3 1 13 1 13
split_gain=1.30685 7.75268 6.99741 6.95444 5.87661 6.06049 15.1012 8.87652 5.87083 6.71741 6.46336 5.84227 6.06767 5.83659 8.53115 8.47264 5.93477 5.19306 5.663 4.95747 4.83474 4.66003 4.37407 6.11572 10.7813 12.3671 7.50762 10.6006 6.59049 5.77054
threshold=2813.8531943219846 0.97088454334641883 606.65000000000009 0.9970357464445524 2447.8813222923977 497.88747716519714 612.99561847906466 386.67042382315526 0.00021468313678832632 -0.063337264900112766 384.55757676765035 2936.7610393101481 6.5000000000000009 324.77881220884569 -0.076842403124088701 -0.28519852666914242 0.067762399077277977 2553.3619155665151 200.00000000000003 565.05000000000007 2.1089080673310838 125.00000000000001 392.18079210114666 0.076720109568610237 65.000000000000014 432.20970716384642 467.25846022675876 112.06379593914069 427.22162751566412 169.49507339634025
decision_type=2 2 2 2 2 2 2 2 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 21 -1 -6 7 -7 -8 10 -10 12 20 14 -13 -15 -16 19 -19 -11 -5 -3 -17 24 29 -26 28 -28 -25 -24
right_child=1 3 -4 11 5 6 8 -9 9 17 -12 13 -14 15 16 22 -18 18 -20 -21 -22 -23 23 26 25 -27 27 -29 -30 -31
leaf_value=0.00058471227703163074 -0.057934886287595778 0.081166758202016354 0.009019038936606159 0.04443785464856774 0.013861414782498797 -0.11657490577887407 -0.052582522348633837 -0.030268294965991607 -1.4392201774171555e-05 -0.049092049109910073 -0.063088916783983068 -0.01092469474921624 0.066448366664478495 -0.06217056567092305 0.020431622467935086 -0.021754432839188209 0.091646278649568563 0.0056666857656945879 0.057605273964313364 0.01234964585552613 -0.021526254899799827 0.013719946128271876 0.057813932739800837 0.019294313175810707 -0.086574399155443127 -0.0084432551915319103 -0.061277471929788586 0.018097194043462571 0.093988669370966296 -0.0023585875580708188
leaf_weight=3380 37 20 27 20 73 22 28 26 32 29 33 36 29 23 25 79 22 109 26 24 25 21 34 27 23 170 20 106 21 30
leaf_count=3380 37 20 27 20 73 22 28 26 32 29 33 36 29 23 25 79 22 109 26 24 25 21 34 27 23 170 20 106 21 30
internal_value=0 0.00368552 -0.0296887 0.00660748 -0.00077472 -0.0122048 -0.0179885 -0.0698255 -0.00913373 -0.00432517 -0.0320368 0.00422987 0.0307784 0.0010406 0.0257075 -0.00280058 0.0537661 0.005256 0.0156697 -0.0212694 0.00779113 0.0466208 -0.000123112 0.00384179 -0.00595972 -0.0177542 0.0183187 0.00549804 0.0519731 0.0296081
internal_weight=0 795 64 731 3782 402 329 48 281 253 65 690 74 616 83 533 47 188 135 53 45 41 510 431 257 193 174 126 48 64
internal_count=4577 795 64 731 3782 402 329 48 281 253 65 690 74 616 83 533 47 188 135 53 45 41 510 431 257 193 174 126 48 64
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=15 8 26 10 21 22 26 22 15 0 15 8 11 11 12 8 7 29 25 19 19 7 26 7 7 7 27 17 0 29
split_gain=1.36209 4.19989 3.36211 6.31964 4.18593 3.98218 4.35521 2.75095 1.94439 5.54346 10.4887 5.95159 5.31802 8.78425 8.25715 6.40971 10.4703 7.93353 33.6147 10.1296 12.809 8.71595 6.23744 5.18103 17.8641 13.0781 12.7907 9.9484 8.03109 7.6537
threshold=3021.0500000000006 1901.2277966101697 3.5000000000000004 141.23214285714289 0.43906712892139799 0.16115866532530923 1.0000000180025095e-35 0.20716322699386788 1520.9999999999998 249.63500253764172 1740.8499999999983 1672.8731035498602 305.0562817665147 321.41663040173643 647.03537424685794 3028.6750000000006 2243.022669002889 170.00000000000003 0.3982951756039893 1.0208590502456112 1.1121522606256338 1521.1132920696512 13.500000000000002 1231.0173472353169 1258.8908766233769 1305.0289656143866 6.5000000000000009 0.95225638158986625 323.33239437665162 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=8 -2 5 -4 -5 -3 -7 -8 23 10 -10 -12 14 -14 -11 16 17 19 -19 -15 21 -21 -16 -1 26 -26 -25 28 -27 -29
right_child=1 2 3 4 -6 6 7 -9 9 12 11 -13 13 15 22 -17 -18 18 -20 20 -22 -23 -24 24 25 27 -28 29 -30 -31
leaf_value=-0.00026075753945867388 0.051525789201259609 0.020069752845007019 0.066564396839766268 -0.032476558438723997 0.028658055419024706 0.018109786104072222 -0.011113653056047581 -0.055111952287455405 -0.09008309202534813 0.050695612364345125 0.034304481425455641 -0.039327974196361463 -0.069181194836678714 0.049201031183396041 -0.00095453896716560032 0.024549903396944531 -0.071548887284902427 -0.00061095591204670763 -0.13817781086039285 -0.094851694226264952 0.0009704934730041415 -0.0095526499592739622 0.039788111674133687 0.016289724111557009 -0.057147621531640325 0.019509016264023054 0.12678560214963827 0.019391853992516798 -0.026416752622886137 0.099254776267334824
leaf_weight=2674 20 37 21 21 24 22 27 30 21 36 21 23 23 37 620 61 26 78 23 25 365 23 40 20 31 90 22 30 66 20
leaf_count=2674 20 37 21 21 24 22 27 30 21 36 21 23 23 37 620 61 26 78 23 25 365 23 40 20 31 90 22 30 66 20
internal_value=0 0.00802833 0.00324839 0.0212672 0.000128569 -0.00700372 -0.0196837 -0.0342707 -0.00037068 -0.00340866 -0.0319368 -0.00418521 -0.00204217 -0.00846592 0.00405855 -0.00627713 -0.00953614 -0.00660994 -0.0319381 -0.000925189 -0.00541592 -0.0539792 0.00151471 0.00109224 0.0140597 0.00340751 0.0741685 0.0125202 7.88833e-05 0.051337
internal_weight=0 202 182 66 45 116 79 57 4375 1422 65 44 1357 661 696 638 577 551 101 450 413 48 660 2953 279 237 42 206 156 50
internal_count=4577 202 182 66 45 116 79 57 4375 1422 65 44 1357 661 696 638 577 551 101 450 413 48 660 2953 279 237 42 206 156 50
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=25 22 12 22 20 25 2 16 2 0 17 0 11 16 25 11 0 5 20 14 0 14 22 14 16 16 14 4 3 25
split_gain=1.29541 6.05917 9.99663 7.46322 5.94935 4.88676 9.52522 12.2593 7.48436 6.82695 6.23251 5.46833 6.78876 9.40372 5.80959 11.8999 5.71472 4.94599 4.8229 4.01531 5.16503 4.25278 4.81345 4.01374 3.94373 3.48854 3.23304 4.23291 3.12035 3.05539
threshold=-0.044052029634596694 -0.33062072898640521 1031.3992351623538 -0.30642657996983941 2.9532598473427005 -0.064677081134098591 399.47240428993598 382.10000000000008 343.42446412320351 522.69228006189235 1.1975649030443203 304.83173469387765 324.29679652267146 491.50000000000006 -0.075197553710694101 178.041380482829 242.31907894736847 669.86366420441118 1.7934114682025417 0.25084476715114579 368.43678020292981 0.38883397096987887 -0.20316920046450357 0.28924663162391523 656.50000000000011 488.60000000000008 0.13701487662833159 536.56099984854507 556.23840684219374 -0.016302784745056038
decision_type=2 2 2 2 2 2 2 2 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 25 -3 5 9 8 18 23 10 -1 14 19 -14 15 16 -12 -11 -8 20 -13 -21 -23 -7 26 -2 -9 -28 -29 -5
right_child=1 3 -4 29 -6 6 7 24 -10 17 11 12 13 -15 -16 -17 -18 -19 -20 21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.043841636150835028 -0.024863708043290723 0.056608621776103978 -0.078954233397514784 -0.010119297482363392 0.057554525509476664 0.040991783048957592 0.090612993022847574 -0.026181380252819509 -0.056851103187849132 -0.05967945775017143 -0.038180999514279945 0.064824665545978974 -0.07648854099214078 0.0068231789478366937 0.0094689506481875456 -0.07797340535691806 0.017725795062213411 -0.0027146528302519411 0.028545362874865532 -0.019581798008466895 0.0007806305587291718 0.054838237766590386 -0.0020948800625223102 -0.020261613957826857 0.03879423909691266 0.027203864096240565 -0.0080924043790079093 0.063107119058258832 0.0072470434941351415 0.00032970833605515062
leaf_weight=31 31 23 26 305 20 20 31 32 30 35 33 34 20 42 57 35 41 27 21 37 20 27 33 23 36 22 52 20 20 3393
leaf_count=31 31 23 26 305 20 20 31 32 30 35 33 34 20 42 57 35 41 27 21 37 20 27 33 23 36 22 52 20 20 3393
internal_value=0 -0.000760733 -0.0281658 -0.0001789 0.00372045 0.00229815 0.0126379 0.0233657 -0.0185166 -0.00394515 0.000731622 -0.00279453 0.00780952 -0.0200516 -0.0164009 -0.0299292 -0.00720561 -0.0348722 0.0655472 0.0192492 0.0411047 0.00708221 0.023525 0.00822834 0.00965667 -0.00325075 0.00119737 0.0107204 0.0351771 -0.000532094
internal_weight=0 3800 79 3721 777 757 285 212 73 472 410 379 213 62 166 109 74 62 52 151 54 97 60 43 160 53 124 92 40 3698
internal_count=4577 3800 79 3721 777 757 285 212 73 472 410 379 213 62 166 109 74 62 52 151 54 97 60 43 160 53 124 92 40 3698
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=27 28 25 9 27 2 9 19 19 21 18 14 9 21 2 5 25 25 21 7 3 9 2 2 0 24 16 21 24 22
split_gain=1.37107 4.84858 4.31147 3.58047 4.01345 7.2846 9.5717 10.0184 7.30874 4.77123 11.6031 7.55616 5.85088 7.32895 12.1809 6.46446 5.39471 5.68889 4.82665 4.17583 6.05323 4.02146 7.76473 5.64925 5.2148 12.9537 4.76391 7.85656 5.40382 6.04557
threshold=6.5000000000000009 23.500000000000004 -0.10371228570020904 941.41857707288261 4.5000000000000009 293.02962328982431 152.01274078413209 0.86056668721085028 0.88233709488121814 0.67465194838561915 1.1979621245784078 0.22077902519213952 214.39750653358655 0.88001784498956048 693.12669919887742 337.10514916177323 0.35610930458771423 0.42566428683149699 0.99738287179831564 1601.7759846771403 867.48403002514272 393.44283359432956 438.82018886225541 412.48714331469711 286.00666666666672 0.46793387276327963 213.20000000000002 0.48656383409167864 1.0000000180025095e-35 0.26848652337903489
decision_type=2 2 2 2 2 2 2 2 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 21 -6 -7 -8 -9 16 11 -11 -12 14 -14 -15 -10 -18 -17 20 -16 22 23 -4 -23 -26 -24 -28 -29 -30
right_child=-2 -3 3 -5 5 6 7 8 9 10 12 -13 13 15 19 18 17 -19 -20 -21 -22 24 26 -25 25 -27 27 28 29 -31
leaf_value=-0.046190164180006835 0.0014581144162176959 0.010304299884506584 -0.0016761535627008298 0.028143600677805289 -0.062803494317146644 0.032310959581157254 -0.067444438907992219 0.052074557021260265 0.0088882383965131536 -0.022341719556313297 -0.053583539856804745 -0.097207226923533854 -0.077196870098511394 0.061902352134083322 0.01788802657519346 0.0387731771171093 -0.05673770622995037 -0.0077036276059986551 -0.012930011501750695 0.035178516280244702 -0.055483015355738734 0.019168271417870669 0.042791628239329083 -0.050769441275714117 -0.00023349805590536059 -0.082088177918219651 -0.035832378977248745 -0.017567874722634304 0.046761075874790552 0.0050937934943403188
leaf_weight=24 2677 272 238 35 24 58 29 20 212 26 27 28 30 22 23 25 26 263 65 22 22 33 59 26 58 29 31 33 75 65
leaf_count=24 2677 272 238 35 24 58 29 20 212 26 27 28 30 22 23 25 26 263 65 22 22 33 59 26 58 29 31 33 75 65
internal_value=0 -0.00205441 -0.00411925 -0.00348976 -0.00419541 -0.00843218 -0.00697905 -0.00969193 -0.00762679 -0.00913631 -0.0193445 -0.0611609 -0.0097763 -0.00411699 -0.024239 0.0133101 -0.0032274 -0.012115 0.00143199 -0.000526483 -0.0179823 0.00184214 0.00560419 -0.0065111 -0.0146796 -0.0275184 0.0177656 0.0105276 0.0188349 0.0274156
internal_weight=0 1900 1628 1604 1569 922 898 840 811 791 290 54 236 209 97 112 501 289 90 67 45 647 527 264 120 87 263 204 173 140
internal_count=4577 1900 1628 1604 1569 922 898 840 811 791 290 54 236 209 97 112 501 289 90 67 45 647 527 264 120 87 263 204 173 140
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=12 12 11 4 12 19 12 12 13 13 7 4 4 24 12 16 4 21 7 13 8 7 19 13 5 12 12 19 13 8
split_gain=1.39955 9.10446 8.15772 5.87006 3.73602 7.96137 6.69423 3.72222 3.77709 4.98349 12.3191 8.39451 7.47412 4.9095 4.66318 3.66749 3.43839 7.87682 4.52349 3.19318 3.46946 7.58846 3.19288 3.71269 5.96376 2.88691 4.98315 4.07736 3.47691 2.85715
threshold=536.97331759149949 504.95556186129016 365.48615872006945 393.25381679389318 682.68414232904752 1.2266334425995611 604.81440052237156 702.91704251269164 58.644280306441551 64.224271278986549 2333.581429317574 326.85160763467587 261.66951801806016 0.81442856765821092 988.13399592630526 480.10000000000008 333.46940727184932 0.65448463612758989 1305.0289656143866 59.997633830372372 1253.8651164698165 397.82944971514536 1.7163856557909904 81.360198889916759 331.73647261631851 822.14287658282672 780.48935482656327 1.1847797501943218 66.001916838690661 915.9528377323528
decision_type=2 2 2 2 2 2 2 2 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 -3 5 6 -2 -6 -9 10 11 12 13 -10 -13 16 18 -18 19 29 21 -21 23 -7 -25 26 27 -11 -29 -1
right_child=4 3 -4 -5 7 22 -8 8 9 25 -12 14 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.040221232026815414 0.01264723256851236 -0.064101791202735445 0.057330076753472292 -0.0072543493444647868 -0.032158443450720775 -0.0053406930446706635 0.076042336958550644 -0.03406585946795531 0.054070704591435363 -0.034176279485225683 -0.043386122308395531 0.032258695080166773 -0.033414255648851393 -0.00558232841166583 0.09743562732701716 0.034944009765361744 -0.058674196792500355 0.0094245313186988693 0.028482368385626212 -0.016527132328790356 -0.043823354948183589 0.040985320766256855 -0.032576734805479644 0.064734063933913913 -0.0031983599707018587 -0.00088145451894589607 0.040286146263354167 -0.019562139082700016 0.027417454998008906 -0.009812859440266733
leaf_weight=25 36 39 24 34 36 91 31 32 37 25 27 21 25 22 23 24 35 33 45 127 29 28 24 24 28 3511 47 23 50 21
leaf_count=25 36 39 24 34 36 91 31 32 37 25 27 21 25 22 23 24 35 33 45 127 29 28 24 24 28 3511 47 23 50 21
internal_value=0 -0.00520624 0.000846353 -0.0376249 0.000587331 0.0128583 0.0419793 -0.00015291 0.000146908 0.000434184 0.0179966 0.0309445 0.0124101 0.0318272 0.0663285 -0.00284741 -0.0054917 -0.0256263 -0.00051297 -0.00618597 -0.0120774 -0.00613779 0.00117496 0.00683958 0.0281551 -0.000310394 0.0135171 0.000678945 0.0126157 0.0173796
internal_weight=0 464 391 73 4113 234 67 3879 3843 3811 155 128 84 59 44 367 343 68 275 230 184 155 167 143 52 3656 145 98 73 46
internal_count=4577 464 391 73 4113 234 67 3879 3843 3811 155 128 84 59 44 367 343 68 275 230 184 155 167 143 52 3656 145 98 73 46
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=14 22 12 22 27 26 13 14 26 22 24 28 14 28 19 16 16 27 14 2 7 24 24 9 5 16 16 3 24 22
split_gain=1.44108 8.31808 18.6086 6.73557 14.6416 9.01277 7.11957 8.6917 6.12863 5.63306 6.07918 5.58661 4.35239 12.3563 13.2023 4.5918 4.09913 8.07667 15.6288 3.88558 5.19184 5.75895 4.55745 3.63401 6.66401 8.08239 6.93277 6.19548 3.99789 8.99066
threshold=0.056070689640014854 0.075114308908822633 588.97251539127296 0.054786307429607738 7.5000000000000009 2.5000000000000004 106.46946177889043 0.019871957333855408 2.5000000000000004 0.26431160088938854 0.34664768195688994 7.5000000000000009 0.064935653734676219 6.5000000000000009 0.95333479062224746 304.50000000000006 137.50000000000003 7.5000000000000009 0.22932372072232834 231.9375666586819 318.04872810332489 0.095255899072992256 0.048076764929127797 158.31918370091449 270.04647435897442 159.02500000000003 267.50000000000006 439.78848960785893 0.21797196602850891 0.23450875021955328
decision_type=2 2 2 2 2 2 2 2 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 6 -5 7 -4 -6 10 12 -9 13 14 -2 -15 17 -14 -19 -3 -21 22 -22 24 25 27 -27 -23 29 -25
right_child=9 19 3 5 8 -7 -8 11 -10 -11 -12 -13 16 15 -16 -17 -18 18 -20 20 21 23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.1068089624600751 -0.069064140659959417 0.040797755168750886 -0.085982867756060191 -0.005806076211424975 0.0038503840951839598 -0.093886980671612996 -0.0034205340159436069 -0.051129263817399212 0.058200985227068451 -0.048324403803880242 0.030680294154916667 0.010034739002730931 -9.7749359842406173e-05 0.092215127125382435 0.02559406403452158 0.030669632512662151 0.0017853159261600989 -0.11677723507396878 -0.0026546602323651316 -0.044078431364435421 0.0063068100148538017 0.0016742449982658676 0.060786955670586652 -0.040549276053549396 0.056378222533479155 -0.05042509621743 0.0130304588108427 0.076800252816506806 -0.00012627137795535539 0.027656527456861958
leaf_weight=21 23 24 28 26 41 21 135 28 42 22 74 32 114 22 41 27 1643 20 30 26 34 23 28 68 31 33 36 21 1836 27
leaf_count=21 23 24 28 26 41 21 135 28 42 22 74 32 114 22 41 27 1643 20 30 26 34 23 28 68 31 33 36 21 1836 27
internal_value=0 -0.00157432 -0.0153558 -0.00991523 -0.00450161 -0.0451614 -0.0178466 -0.0399776 0.0313531 0.00199992 0.00255516 -0.0185085 0.00147117 0.0205106 -0.00842373 0.0583023 0.000280546 -0.0147947 -0.0483037 0.000782451 0.000338453 0.000878855 0.0309107 -1.84832e-05 0.0153063 0.00403877 -0.0173179 0.0375298 -0.00116129 -0.0211645
internal_weight=0 2561 374 353 306 47 223 88 83 2016 1994 60 1920 113 64 49 1807 164 50 2187 2163 2137 62 2075 144 113 69 44 1931 95
internal_count=4577 2561 374 353 306 47 223 88 83 2016 1994 60 1920 113 64 49 1807 164 50 2187 2163 2137 62 2075 144 113 69 44 1931 95
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=21 17 7 17 11 8 11 6 15 9 4 6 13 4 15 19 17 4 0 7 6 29 15 21 6 8 14 9 21 0
split_gain=1.369 3.30288 4.64836 10.143 2.53281 2.36464 1.6748 3.17238 6.5561 2.10093 2.00816 3.74366 7.65093 3.06504 5.02785 2.9997 2.81268 2.23266 5.14824 7.00549 4.90262 7.70142 5.99633 5.3947 4.1981 8.14332 25.5171 6.73482 6.43347 3.56859
threshold=0.17608928776059041 1.0110868482629827 1469.1684888567986 0.93361183379758395 109.33773077990755 2030.0000000000002 36.743661546990388 65.738790173905628 237.50000000000003 59.668742026669939 145.82368287478712 117.15600936894718 79.896632084019259 162.08048572125946 381.50000000000006 1.0413700180436249 1.8094436671863532 211.95912223872696 325.62214467005083 1395.2710102378803 202.87551781706779 200.00000000000003 1224.8 0.54652684302604715 163.13121615383102 522.25742070521756 0.007833964505829065 135.30153679705177 0.5670868151360251 582.83333333333337
decision_type=2 2 2 2 2 2 2 2 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 -3 -4 9 8 -8 -2 11 15 -13 14 -12 16 -9 18 19 20 22 -22 23 -15 25 27 28 -19 -27 -20
right_child=6 4 5 -5 -6 -7 7 10 -10 -11 13 12 -14 17 -16 -17 -18 24 29 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0029914724593982102 0.040689223775457917 -0.012847434641379449 0.022927252973683858 -0.097721100812777878 0.02393570529917876 -0.022461104292112094 0.012718997522130272 -0.031364048361270262 -0.063638861606950356 0.0017827081703580918 -0.060466580499302258 -0.010468576493717376 0.070011078317960107 -0.029401082920708827 -0.00094892406836152073 0.032235433019342875 0.011727207363583148 -0.0086480474235586715 0.038688686964012786 -0.050195936575531966 0.016936128267220088 -0.068706645160203889 0.063624155744910246 0.014065995077121883 0.00049313007603563671 0.025947045182075464 -0.12551291423539321 0.048303692927584053 -0.044856139095056625 0.00056608982786938956
leaf_weight=20 23 36 22 20 39 24 22 33 23 35 22 21 27 35 40 21 28 154 73 25 21 21 20 155 3478 33 24 24 21 37
leaf_count=20 23 36 22 20 39 24 22 33 23 35 22 21 27 35 40 21 28 154 73 25 21 21 20 155 3478 33 24 24 21 37
internal_value=0 -0.00905761 -0.0224333 -0.0473648 0.0062798 -0.000753629 0.000330225 0.000105559 -0.0263084 0.0172112 0.000381151 0.0126212 0.0348012 7.53593e-07 -0.0220681 -0.000362289 -0.0115845 0.000332777 0.00756283 0.000294567 0.00530355 -0.0258853 0.0115413 0.0060589 -0.000416561 -0.0127756 -0.0397184 -0.000969161 -0.00158753 0.0258656
internal_weight=0 161 86 40 75 46 4416 4358 45 58 4313 130 48 4183 62 82 61 4121 387 277 252 42 210 190 3734 256 78 178 54 110
internal_count=4577 161 86 40 75 46 4416 4358 45 58 4313 130 48 4183 62 82 61 4121 387 277 252 42 210 190 3734 256 78 178 54 110
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=0 0 15 9 4 27 0 9 11 7 15 5 19 0 27 16 16 16 22 7 28 0 8 19 16 8 9 8 8 7
split_gain=1.29808 4.27116 4.44739 6.04296 6.73315 4.39242 3.80227 5.36647 3.88503 5.9156 4.90822 3.71521 3.31676 3.15431 2.72011 3.83888 9.00475 6.86586 5.07134 6.10646 4.67544 9.7969 5.59717 10.5626 6.45084 4.25833 11.4743 11.3075 8.57654 11.4098
threshold=157.43754443244953 177.42551065578957 416.50000000000006 251.02141070053889 277.14181975604896 11.500000000000002 149.38624826581233 303.6746005957217 140.55000321070727 402.06666351930909 1044.8000000000002 142.94138095097722 1.606664219592904 125.79891304347827 2.5000000000000004 194.15000000000003 208.20000000000002 178.50000000000003 0.26212697002404933 270.76315838526779 14.500000000000002 436.57247652582163 362.18301822949712 0.99065924507263736 123.85000000000001 796.93574168797966 212.42345534196733 614.8568028255529 1371.8971753246756 1562.0023770165999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 12 7 8 10 -10 13 -9 14 -1 -3 17 -17 20 19 -19 25 22 -22 -24 -25 27 -27 -16 -28 -30
right_child=1 5 3 -5 -6 -7 -8 11 9 -11 -12 -13 -14 -15 15 16 -18 18 -20 -21 21 -23 23 24 -26 26 28 -29 29 -31
leaf_value=-0.00051744002923284356 0.011394117720192299 0.016108149179656594 -0.086000844367124421 0.012979329164539064 -0.017166653051972389 0.038095429241657264 0.036262164202829204 -0.0011190443928353489 0.0060403311848115752 0.056765702764010606 -0.046625994039433349 -0.061341538031895959 -0.01554465116798014 0.033564090163957692 0.0055448565152553123 0.030466649279062924 0.00012775638248273722 -0.061980841350963427 -0.074755570324866669 0.0058724918532081782 -0.045590031527293226 -0.070728525602868922 0.062270432025194167 0.022066003819927574 -0.055587928385838217 0.047226385431713425 0.026094367149837164 -0.061196935854174878 -0.074677418967088058 0.0088251699868123982
leaf_weight=219 32 105 27 21 30 30 36 20 71 34 21 21 138 31 110 101 3117 21 23 36 24 29 25 20 23 64 49 33 30 36
leaf_count=219 32 105 27 21 30 30 36 20 71 34 21 21 138 31 110 101 3117 21 23 36 24 29 25 20 23 64 49 33 30 36
internal_value=0 -0.000558148 -0.0199986 -0.0328776 -0.0497723 -2.54009e-05 0.00508124 0.00238937 0.00613542 0.0224657 -0.000191802 -0.0319647 -0.000312455 0.00370867 0.000234098 -0.000211445 0.00107997 -0.00815748 -0.0351196 -0.0191261 -0.00328848 -0.0200474 -0.00407176 0.0105817 -0.0194698 0.0030091 0.0132877 -0.0098571 -0.00559993 -0.0291306
internal_weight=0 4124 110 78 57 4014 453 417 376 105 271 41 3984 250 3846 3741 3218 523 80 57 443 121 92 68 43 322 179 143 115 66
internal_count=4577 4124 110 78 57 4014 453 417 376 105 271 41 3984 250 3846 3741 3218 523 80 57 443 121 92 68 43 322 179 143 115 66
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=20 20 3 7 11 1 20 8 0 1 0 20 20 8 25 8 7 0 19 9 28 23 28 20 20 19 19 19 22 0
split_gain=1.08149 5.71085 8.98683 12.9216 9.90379 10.3959 8.56232 7.82071 6.74724 4.92074 4.36959 4.0397 3.61346 5.7407 8.32617 6.9202 11.7969 5.56794 3.69914 3.46495 3.8836 4.01304 3.39195 3.31639 19.3155 6.45973 8.04824 5.40636 10.6545 5.8125
threshold=3.7165071886661165 4.1217342631089346 622.07468056598134 956.98122749914376 243.87979948379009 296.93100820450695 3.8477040362618102 1037.8208382641717 306.47880409185092 418.96400605139161 144.87817199248124 4.352159261347361 3.1361574426841083 1016.1893244522095 0.43995361482139245 1324.4281773531591 1016.2615081191396 249.63500253764172 1.1570416437508795 237.74088660212436 3.5000000000000004 0.52012660302568536 3.5000000000000004 2.8457189844847721 2.8783485849532906 1.341040959270454 1.3804043006472841 1.2660618656089417 0.24363892999957823 473.68668801802795
decision_type=2 2 2 2 2 2 2 2 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 2 3 4 5 10 -4 8 11 -9 -2 -3 23 14 17 16 -15 18 -14 -17 -21 -22 -13 -1 -25 27 -27 28 29 -26
right_child=1 7 6 -5 -6 -7 -8 9 -10 -11 -12 22 13 15 -16 19 -18 -19 -20 20 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0005295050253895327 0.0074364000770191733 0.035627425873074041 0.05350436330612364 -0.088453663549115588 -0.063003937061876056 0.0608455408162073 -0.025525532877789095 0.013174388417974116 -0.049874386514226599 0.065969742213686317 -0.052400353368695668 0.017436844033287154 -0.042192971357144421 0.002687131720953263 0.078152355350553995 0.036661893989031129 -0.091776253560092308 0.036435335856894478 0.0109391952276622 0.028778283646036136 0.025536847414205907 -0.023707210272550586 -0.019865080186419245 -0.0790698169471903 0.00097684969630422469 -0.072232462562944577 -0.0071871522263708444 0.059644475653767584 -0.04612490186524211 0.045098240145792563
leaf_weight=3438 26 29 29 31 30 23 26 51 30 27 23 38 20 39 25 39 20 58 38 38 23 59 68 36 79 23 110 20 33 48
leaf_count=3438 26 29 29 31 30 23 26 51 30 27 23 38 20 39 25 39 20 58 38 38 23 59 68 36 79 23 110 20 33 48
internal_value=0 -0.00476756 -0.0178544 -0.0319143 -0.0147307 0.00538313 0.0161448 0.00535726 -0.00697734 0.0314497 -0.0206502 0.00255533 0.000495615 0.010084 0.0258077 -8.58542e-05 -0.0293344 0.0145265 -0.00738224 0.0107674 0.00235164 -0.00989485 -0.00649269 -0.000413349 -0.00970141 -0.00172294 -0.0184356 0.0106259 0.00449853 0.0176527
internal_weight=0 431 188 133 102 72 55 243 165 78 49 135 4146 359 141 218 59 116 58 159 120 82 106 3787 349 313 133 180 160 127
internal_count=4577 431 188 133 102 72 55 243 165 78 49 135 4146 359 141 218 59 116 58 159 120 82 106 3787 349 313 133 180 160 127
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=16 11 10 26 28 0 9 28 20 23 17 20 3 16 28 8 19 16 16 20 8 10 20 0 20 25 8 28 0 8
split_gain=1.21047 5.69678 8.70874 10.1641 4.83901 7.35101 4.23736 3.77388 4.85474 3.38197 4.76413 6.58477 2.51643 2.2955 4.58234 1.80212 4.76073 7.03609 8.61932 3.67651 3.61949 5.26976 4.06604 2.57497 7.79035 9.82 5.86549 9.37897 6.57867 4.10349
threshold=678.57500000000016 447.15702666064175 99.734318715809266 4.5000000000000009 4.5000000000000009 828.16139153987785 322.02772808586764 14.500000000000002 1.4677443569102888 0.8118843067342506 0.95482225745038651 1.5818187651466311 1070.9072403169016 656.50000000000011 5.5000000000000009 3028.6750000000006 1.0460904097271533 395.90000000000003 529.07500000000016 2.0421487150487105 2839.8068548387105 151.37634408602153 2.4013724350306589 883.63970588235304 1.7491279351508149 0.55518444149087476 2697.6250000000005 7.5000000000000009 848.70276497695863 2514.3157308377899
decision_type=2 2 2 2 2 2 2 2 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 -2 9 5 -3 -6 8 -8 10 -4 -12 -13 15 -15 20 -17 -18 -19 -20 23 22 -22 26 -25 -26 28 -28 29 -1
right_child=1 4 3 -5 6 -7 7 -9 -10 -11 11 12 -14 14 -16 16 17 18 19 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00036205718811711032 0.031104395370329579 0.0013753107332281377 -0.065396274551749234 -0.07277358193831468 0.025911705777980389 0.070381015352904794 -0.038979639112949376 -0.048478655775006006 0.021307696774601939 0.017528078425675633 -0.059796764068305502 -0.0093719143792986882 0.034414866216303339 0.058911889130249619 -0.002105772774666548 0.044564628804271873 -0.052392414808273315 0.054844052903354173 -0.042012516747821464 0.0098757742367322661 -0.077821171917021273 0.010236249761334783 -0.015521745451472023 -0.058324366596837846 0.034291952035643836 -0.031788298734666216 -0.015528185886365396 0.060750470478087661 0.053478089428466304 -0.020910340179038304
leaf_weight=3638 31 38 20 37 32 26 22 26 34 28 20 35 21 20 32 33 20 32 22 36 20 29 22 30 44 46 27 40 23 93
leaf_count=3638 31 38 20 37 32 26 22 26 34 28 20 35 21 20 32 33 20 32 22 36 20 29 22 30 44 46 27 40 23 93
internal_value=0 -0.00548367 -0.0174311 -0.0267764 0.00740341 0.0294089 -0.00495053 -0.0169943 -0.00237661 -0.0130514 -0.0219705 -0.0105426 0.00704813 0.000482282 0.0213626 0.000220964 0.0112521 0.00125831 0.0131807 -0.00980599 -0.000172219 -0.02255 -0.0451881 0.000230934 -0.0141929 0.000517602 0.000683919 0.0300113 0.000160495 -0.000168185
internal_weight=0 370 192 161 178 64 114 82 56 124 96 76 56 4207 52 4155 143 110 90 58 4012 71 42 3941 120 90 3821 67 3754 3731
internal_count=4577 370 192 161 178 64 114 82 56 124 96 76 56 4207 52 4155 143 110 90 58 4012 71 42 3941 120 90 3821 67 3754 3731
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=29 19 17 17 17 15 15 17 7 8 8 17 17 17 22 22 25 22 17 22 7 17 7 20 8 15 8 19 1 5
split_gain=1.24114 4.50751 4.12863 8.37069 9.37026 5.90863 8.59079 8.00851 7.65631 5.44338 5.9737 8.86328 5.65738 6.70441 4.86077 5.35539 9.07066 4.96389 4.69863 4.84042 6.80176 4.37135 7.1251 9.49604 6.4526 4.53371 6.2656 7.88734 4.3696 9.07057
threshold=105.00000000000001 0.71134554307294695 1.2824875048089763 1.4397385702931194 1.4256032310945057 1509.8500000000001 1807.8500000000001 1.1002504138667406 1589.791123723566 975.4799823633158 1207.0626074117108 1.1318204196303487 1.0794025038559296 1.0678892692465423 0.15493840656865074 -0.17168804114607925 -0.023289033203271244 -0.08873376970739634 1.4843633711046256 -0.13704282727637973 445.06092166840483 1.0028056542658539 1907.496679526625 2.8197144235566545 3235.0833333333335 2365.6000000000013 2546.7804878048787 1.1930298000287982 383.07724814063562 409.12917827968812
decision_type=2 2 2 2 2 2 2 2 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 14 8 7 -7 -2 -8 -11 12 13 21 15 16 -4 -17 19 -5 -21 22 23 -12 -23 -24 -27 -28 -19 -30
right_child=2 -3 3 18 -6 6 9 -9 -10 10 11 -13 -14 -15 -16 17 -18 28 -20 20 -22 24 25 -25 -26 26 27 -29 29 -31
leaf_value=0.04542249578982592 0.0086231310688150258 -0.0022833979581785161 -0.0050421803444623955 -0.0067913609782628949 -0.076298929483164107 -0.012774775192208057 0.052264241501688957 -0.073447335494199281 0.069736012195547425 -0.052103734463453288 0.091231387825277843 0.06159925753623248 -0.025849705022098365 0.060278462725026273 -0.053008712684878938 0.025309627793559976 -0.083854824523239044 0.0084029500209726396 -0.00025307962651418669 0.067436124213241244 -0.001814166748005411 -0.025720485802770494 -0.028919589863373688 0.0037913285057853772 0.024507206146206176 0.061357896327972422 0.043401965912845397 -0.022398405322538957 -0.053069838728755717 0.0071649501966312536
leaf_weight=20 861 2040 40 33 24 112 22 27 21 20 23 25 69 21 26 55 23 80 576 37 23 95 39 27 35 20 27 56 50 50
leaf_count=20 861 2040 40 33 24 112 22 27 21 20 23 25 69 21 26 55 23 80 576 37 23 95 39 27 35 20 27 56 50 50
internal_value=0 -0.00182023 0.00148974 -0.00342891 -0.0160078 0.00482459 -0.00267328 -0.0245601 0.0100782 0.00367801 0.00133907 0.00378496 0.000276816 0.00553259 -0.0115418 -0.00792392 -0.0338151 -0.000982889 0.00311438 0.0239709 0.0408902 0.00196221 0.0115496 0.0440138 -0.0121976 0.000118566 0.0111136 -0.000993465 -0.00901671 -0.0229524
internal_weight=0 2060 2517 1017 348 1500 618 139 882 479 457 437 412 343 324 298 63 235 669 93 60 322 192 50 130 142 103 83 180 100
internal_count=4577 2060 2517 1017 348 1500 618 139 882 479 457 437 412 343 324 298 63 235 669 93 60 322 192 50 130 142 103 83 180 100
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=12 17 16 17 12 12 18 18 8 16 8 8 9 20 8 23 1 26 8 19 20 28 3 29 7 16 25 23 23 18
split_gain=1.18375 5.46801 5.35556 5.20716 4.55212 4.34973 5.54023 10.3807 4.82168 7.04859 5.20583 9.73126 6.05044 5.01599 7.14406 8.50549 4.5908 4.51531 6.81797 5.43529 5.35636 4.18964 7.98808 4.05464 3.12944 5.79783 5.46222 3.72971 2.66922 4.16315
threshold=2813.8531943219846 0.97088454334641883 606.65000000000009 0.9970357464445524 2774.4529981728224 2936.7610393101481 1.093658453599893 1.280596271408299 258.38964967277133 306.05000000000007 596.38600067957884 485.77531838893765 199.20082171314743 1.4444232619856867 658.35424844428496 -0.16142990025654133 324.77881220884569 15.500000000000002 713.6819650937299 0.94859495244837377 2.1563466726641729 2.5000000000000004 826.52804186645801 125.00000000000001 1758.6483872299439 678.57500000000016 0.46529633740684856 0.11086959059451448 -0.16894033681486634 1.1806463500109667
decision_type=2 2 2 2 2 2 2 2 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 23 -1 6 -5 -8 9 -7 11 12 16 -12 -15 -16 -10 18 -17 -20 -19 22 -21 -3 26 -26 27 -23 -18 -30
right_child=1 3 -4 5 -6 8 7 -9 10 -11 13 -13 -14 14 15 17 28 20 19 21 -22 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00040689473096280047 -0.049232027518588149 0.072809304688125853 0.0093426333533393018 -0.012681770076354347 -0.037162912368555283 0.003902874274977616 0.082972299158573154 -0.01003629727754742 0.034401309450290039 -0.072738026242171017 0.037126280980762739 0.076987563477208226 0.046791577294017332 -0.062702837752710502 0.059037162691709548 -0.058376463675605395 -0.033170149237331414 -0.007696328999904487 0.024669239001282817 0.014043878383236006 0.06113909495994449 -0.017779892028831856 -0.064778411046912274 0.0098958741696107966 0.040612954048044755 -0.027620686739683153 -0.057696511126730757 0.034894000720232729 0.033670170325785877 -0.01952958759655686
leaf_weight=3748 37 20 27 24 34 28 30 20 28 21 29 24 33 21 21 28 36 26 46 20 20 41 36 21 33 20 23 20 24 38
leaf_count=3748 37 20 27 24 34 28 30 20 28 21 29 24 33 21 21 28 36 26 46 20 20 41 36 21 33 20 23 20 24 38
internal_value=0 0.00350765 -0.0245208 0.00596158 -0.00073733 0.00390422 0.0268119 0.0457689 0.00115233 -0.0289432 0.00375318 0.0176333 0.00867417 -0.00286157 -0.00612818 -0.00257109 -0.00130896 -0.00670455 -0.0116899 -0.00622034 0.0222321 -0.0135826 -0.0366276 0.0405854 -0.00416279 0.0148644 -0.016168 -0.000509763 -0.0115119 0.00106387
internal_weight=0 795 64 731 3782 690 74 50 616 49 567 183 159 384 355 334 126 313 267 239 46 193 56 41 137 53 84 61 98 62
internal_count=4577 795 64 731 3782 690 74 50 616 49 567 183 159 384 355 334 126 313 267 239 46 193 56 41 137 53 84 61 98 62
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=4 21 5 0 12 12 4 26 5 8 8 24 24 21 12 19 12 19 6 21 22 28 28 6 16 22 19 8 21 10
split_gain=1.14222 3.68191 2.52934 1.38896 2.51827 9.87734 11.2758 8.85818 5.38925 7.65371 15.0514 10.7478 5.65192 7.97522 4.46491 7.46881 4.26636 2.94982 4.05572 4.91245 2.89654 6.17779 8.22597 6.46994 6.26224 5.25783 5.00276 16.4265 6.13664 7.67516
threshold=60.32629522594798 0.4632978676620082 46.493860534409855 121.0874125874126 536.97331759149949 504.95556186129016 393.25381679389318 4.5000000000000009 396.50785630841125 1609.3866082104425 1231.3387096774197 0.81664051700669715 0.35058067638025886 0.47845871945858937 682.68414232904752 1.1589976775941746 702.91704251269164 1.6341317563587225 300.132882717592 0.58237986073501657 -0.068781939225312019 27.500000000000004 24.500000000000004 293.60981455759241 774.72500000000014 -0.20316920046450357 1.1831029232888157 536.74210966613441 0.8218217669114638 163.67571614583338
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 5 7 -7 8 9 10 12 -11 13 -5 15 -6 -16 18 19 -17 21 22 24 -24 25 -18 28 -28 29 -27
right_child=2 -3 3 4 14 6 -8 -9 -10 11 -12 -13 -14 -15 16 17 20 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0016756348300487828 0.032575433189049367 -0.048949453211389486 0.0071332980492098338 -0.077817285913042725 0.054434073599389732 -0.093451376744660253 -0.0063127424497383114 0.044823275199411691 0.036387483030557631 0.053568098276402014 -0.09370134300207375 -0.035481780492093253 0.030472833215473939 -0.0045871940280856754 -0.037404597790971876 0.00040797169320285322 0.0072795656509697442 -0.026991307518134517 -0.0028245912691798169 0.06888540248301897 0.0014133664148347196 0.037992890155874197 -0.091252305023372171 -0.010816369261592627 -0.047941691655432807 -0.010078982496013245 -0.00088015040815916175 -0.1105766840465367 -0.014265501678979057 0.03706545707245823
leaf_weight=51 24 20 259 20 39 27 33 37 24 33 27 23 26 58 31 20 311 24 72 22 2822 32 20 20 32 75 43 20 268 64
leaf_count=51 24 20 259 20 39 27 33 37 24 33 27 23 26 58 31 20 311 24 72 22 2822 32 20 20 32 75 43 20 268 64
internal_value=0 -0.012585 0.000198298 2.49267e-05 -0.000411035 -0.00911729 -0.0455251 -0.000308946 -0.00822313 -0.0139486 -0.0271759 0.016994 -0.0099049 -0.0233641 0.000273901 0.0157932 -0.000460964 0.00487302 0.0115813 0.0362771 -0.00015202 -0.00514357 -0.00676182 -0.0510343 -0.00458359 -0.00280707 -0.00948142 -0.0357044 -0.00542233 0.0116278
internal_weight=0 71 4506 4482 4223 308 60 248 211 187 131 56 104 78 3915 177 3738 138 114 42 3707 885 853 40 813 781 470 63 407 139
internal_count=4577 71 4506 4482 4223 308 60 248 211 187 131 56 104 78 3915 177 3738 138 114 42 3707 885 853 40 813 781 470 63 407 139
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=29 20 20 6 25 23 22 19 22 7 23 29 16 29 22 20 28 18 25 22 22 22 19 18 18 4 11 4 4 0
split_gain=1.13616 3.83329 7.51199 12.6883 6.50866 6.91971 8.05851 5.66922 7.99909 3.96278 3.88829 3.8177 6.2344 3.7496 4.76286 5.66756 3.56462 6.38438 6.55924 8.07426 7.60632 15.273 9.8239 6.55241 7.14997 5.28822 9.54398 6.27509 8.18189 4.55696
threshold=105.00000000000001 1.6267992752593459 1.7491279351508149 703.77337175345849 -0.081453616424926503 -0.33326312256492241 -0.15895411093810385 0.87154626903784516 -0.01602460019536987 223.83768716533589 -0.2042602850376363 65.000000000000014 547.65000000000009 125.00000000000001 0.069208724132561836 1.8292932622940727 2.5000000000000004 1.5911102500534773 -0.04101420398898048 -0.1186160114798359 0.0052992648502575099 0.093731485378302615 0.99929186001478232 1.086921219873729 1.280596271408299 551.74478722495166 346.04424731487001 278.84246913016688 241.66677012104844 384.64725274725282
decision_type=2 2 2 2 2 2 2 2 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 9 -4 -6 -7 8 -1 -3 -11 12 -9 14 15 -2 17 18 23 -20 22 -22 -21 -15 -25 26 27 28 -23 -26
right_child=13 2 4 -5 5 6 -8 11 -10 10 -12 -13 -14 16 -16 -17 -18 -19 19 20 21 25 -24 24 29 -27 -28 -29 -30 -31
leaf_value=0.005144204646348953 0.0092978036200458362 -0.049228107167238543 -0.055579051290723415 -0.10055060409009459 0.054883152991533284 -0.049758225142517515 -0.00058589418860076185 0.0049420049181208014 0.089992213435471063 0.036617055474780502 -0.016027403928022436 0.017305481821102531 -0.062159598001744601 -0.034677846902715311 -0.01012100787460804 0.081926982370870455 0.0027218586375513561 0.017913639463548518 -0.069086293143530694 0.054753797862213106 -0.074134838782028187 -0.0020505717352909203 -0.028001220845348701 0.053127880938924281 0.019217240388559945 0.02831528632631225 -0.079378521655287068 0.02704148371949008 -0.077517352383583787 -0.040938888052478438
leaf_weight=25 22 22 22 20 22 34 1687 45 20 20 47 76 20 28 25 21 1946 87 30 32 46 51 26 39 34 31 21 38 20 20
leaf_count=25 22 22 22 20 22 34 1687 45 20 20 47 76 20 28 25 21 1946 87 30 32 46 51 26 39 34 31 21 38 20 20
internal_value=0 -0.00174156 -0.00310057 -0.0285778 -0.00152719 -0.000844953 -0.00155734 0.0119509 0.0428544 -0.0124041 -0.00031264 0.00208805 -0.0157046 0.00142535 0.0245881 0.0447679 0.000782202 -0.00672192 -0.0118741 -0.019916 -0.0143496 -0.0233175 0.0176567 0.00773236 0.020501 -0.00879829 -0.0176485 -0.0057555 -0.0233088 -0.00306281
internal_weight=0 2060 1874 109 1765 1743 1721 186 45 89 67 141 65 2517 68 43 2449 503 416 295 265 207 58 121 93 161 130 109 71 54
internal_count=4577 2060 1874 109 1765 1743 1721 186 45 89 67 141 65 2517 68 43 2449 503 416 295 265 207 58 121 93 161 130 109 71 54
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=24 17 11 4 16 25 20 13 24 3 25 10 12 20 15 24 24 12 15 18 17 17 4 7 21 21 21 18 27 13
split_gain=1.08818 3.28372 3.24087 3.96976 3.44071 2.03747 9.68946 6.74692 11.1923 6.63719 1.99425 4.6878 4.19013 5.30552 4.29715 8.8233 5.60586 5.70258 4.77795 5.99826 4.11463 3.05539 3.27438 3.48212 2.62083 8.70917 14.5633 13.1931 6.75422 6.55176
threshold=-0.079666208110587861 1.238704748240657 188.10801664182813 667.33333717655466 281.17500000000007 -0.081453616424926503 1.50252692298385 77.974327926172194 -0.065900116543366902 290.5593670263674 -0.044052029634596694 367.33914537389063 3624.2181274200825 1.4948487444829042 629.07499999999993 -0.052702461786903861 -0.04059325978144316 1598.8001994161166 708.87499999999966 1.3393666331469214 1.0461708061925716 1.5845555042462383 603.1543003851092 432.44609494842899 0.66613225617784888 0.5881675917003486 0.58237986073501657 1.218314700220178 7.5000000000000009 179.78669804111846
decision_type=2 2 2 2 2 2 2 2 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 -3 6 -2 -8 -9 -10 11 12 13 -7 15 -15 -17 -18 -16 -20 -13 22 -21 -24 25 26 -12 28 29 -27
right_child=5 2 3 -5 -6 10 7 8 9 -11 24 20 -14 14 18 16 17 -19 19 21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.045083574099200115 0.030130600352727233 -0.0019024107782613664 -0.041290025673164379 0.013086305364966392 0.042882296732016684 -0.015464233426797775 0.012155903393731397 -0.00058751918065051245 -0.11487342638983614 -0.039914898243107559 -0.00030862585631480258 0.0091591052577963891 -0.035309325013723636 -0.031195342997525591 -0.030872217938303949 0.08892095375806093 0.00036702628302223543 0.060729548052467157 0.048421675632848882 -0.045264803502886072 0.06624221764099987 0.020157252866774798 0.027248071216874656 -0.021175695724333778 -0.0038190302547997513 0.011734383611849719 -0.065446399939911706 -0.001822849643934632 0.059135821593495522 0.073412962444126609
leaf_weight=21 42 42 29 25 29 93 34 39 21 27 1776 28 27 20 34 20 34 29 33 21 23 50 27 33 1531 124 35 245 65 20
leaf_count=21 42 42 29 25 29 93 34 39 21 27 1776 28 27 20 34 20 34 29 33 21 23 50 27 33 1531 124 35 245 65 20
internal_value=0 0.00849443 0.00234746 -0.0161158 0.0163899 -0.000279889 -0.0112526 -0.025617 -0.0403788 -0.0727093 0.000139172 0.0062693 0.00280067 0.00541227 0.0118625 0.0284286 0.0427958 0.0281529 0.00324476 0.0103178 0.0349025 0.000719097 -0.0112798 0.000614999 -0.000623057 0.00153722 -0.0015675 0.0139219 0.0323787 0.0203009
internal_weight=0 146 125 54 71 4431 163 121 87 48 4268 472 421 394 301 103 83 63 198 164 51 131 81 60 3796 2265 1811 454 209 144
internal_count=4577 146 125 54 71 4431 163 121 87 48 4268 472 421 394 301 103 83 63 198 164 51 131 81 60 3796 2265 1811 454 209 144
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=26 26 20 25 2 28 11 11 11 11 12 10 2 20 20 25 10 19 19 16 8 3 12 7 15 6 2 12 26 26
split_gain=1.20795 7.19589 6.69057 8.47439 10.9019 6.14535 9.94107 15.4842 9.73235 9.63375 6.1555 5.59928 6.14227 5.5162 5.36753 5.83005 5.18429 5.12733 5.28011 5.12082 6.43012 10.7628 14.3967 7.89923 5.22185 4.75994 4.7582 4.74083 4.66452 4.57766
threshold=7.5000000000000009 9.5000000000000018 1.6844556316051382 0.022174079836003033 589.11252897647523 7.5000000000000009 299.9389814978303 315.16896769637702 275.67046794443655 343.1290710887659 1146.5769099917075 152.89564701817213 399.47240428993598 2.1563466726641729 1.3992586413619545 0.0033094271976334896 101.85634636217516 1.0208590502456112 1.1330368732236533 152.50000000000003 784.0459295929594 946.62984966137844 1621.4009431604736 1840.2752403235909 2405.6999999999994 608.20719572867381 547.24191631411543 1295.5348008193625 13.500000000000002 13.500000000000002
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=-1 2 -2 4 -4 6 8 -8 11 -9 -11 12 -3 26 -12 25 -15 -17 -19 -7 27 22 -22 -23 -25 -16 -14 -21 -29 -24
right_child=1 5 3 -5 -6 19 7 9 -10 10 14 -13 13 16 15 17 -18 18 -20 20 21 23 29 24 -26 -27 -28 28 -30 -31
leaf_value=0.00093288317912316109 0.0072730845017134243 0.026318506426785307 -0.017070921872030288 -0.012280092075439718 -0.099065884893699996 -0.036739425254719599 -0.093606710642576224 0.052161610939285979 0.069029725551605234 -0.061964032881789734 -0.049752615640560792 0.046485128998756411 -0.077363635301589961 0.042366444291142023 -0.0057761704468208813 0.01816456695087254 -0.021708269337458272 -0.053796571918896266 -0.0030304891336709263 -0.045160420816391711 0.11567074888944627 -0.053513973504304896 0.0676998173026368 0.057923771364783695 -0.0024681971522002685 0.058559498919740972 -0.01786881066154598 0.025119643738773997 -0.0091604791544163712 0.011092705281451344
leaf_weight=3442 83 46 34 136 31 21 25 22 25 27 30 25 20 23 23 32 28 42 40 20 25 20 20 22 41 23 41 73 87 50
leaf_count=3442 83 46 34 136 31 21 25 22 25 27 30 25 20 23 23 32 28 42 40 20 25 20 20 22 41 23 41 73 87 50
internal_value=0 -0.00282906 -0.0166123 -0.0264754 -0.0561762 0.00177074 -0.00584404 -0.0187258 0.0105059 -0.0108931 -0.0172857 0.00251083 -0.00444713 -0.017083 -0.0109367 -0.00365871 0.00718817 -0.0157843 -0.0290326 0.011254 0.0140693 0.0275463 0.0505305 0.00123913 0.0186211 0.0263917 -0.0373753 0.000742022 0.00647983 0.0272662
internal_weight=0 1135 284 201 65 851 472 264 208 239 217 183 158 112 190 160 51 114 82 379 358 178 95 83 63 46 61 180 160 70
internal_count=4577 1135 284 201 65 851 472 264 208 239 217 183 158 112 190 160 51 114 82 379 358 178 95 83 63 46 61 180 160 70
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=18 18 5 9 8 12 18 22 1 28 22 18 8 12 8 19 25 27 0 0 25 25 15 29 12 16 18 27 8 25
split_gain=1.14696 6.04224 8.28585 11.1269 6.52845 5.07433 4.36409 7.60221 13.0639 4.10113 5.79486 9.67278 9.19311 5.54194 8.89621 11.8916 10.334 9.85498 5.51504 5.05544 4.851 5.06056 4.46227 4.11591 4.79201 3.97652 3.69145 3.55371 3.18537 6.28044
threshold=1.1247702637759762 1.1084331086889541 212.38191325592592 413.96547979808611 1575.3562211981568 3736.2609587582133 1.1416943837669316 -0.002933973038925048 564.25301809514212 11.500000000000002 -0.014873028408398162 1.0254736600413057 1006.954870731756 2447.8813222923977 796.93574168797966 0.95333479062224746 0.029903855609623678 4.5000000000000009 903.85925925925937 689.01981749791037 -0.025747314870230315 -0.044052029634596694 2180.4999999999995 200.00000000000003 2907.3946851327805 304.50000000000006 1.0824217298827867 7.5000000000000009 2839.8068548387105 0.75747401812236048
decision_type=2 2 2 2 2 2 2 2 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 -5 9 7 -2 -9 13 11 -11 -12 14 16 -16 20 -18 23 -14 21 -1 -17 24 -15 -7 -21 -25 -8 -30
right_child=6 2 3 4 -6 25 28 8 -10 10 12 -13 19 18 15 22 17 -19 -20 26 -22 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=0.01132972444358625 0.054746868002873206 0.015396060474599019 -0.08834328029620192 0.015275726535103538 -0.051028610593466854 0.0015848392689669574 0.00057487673849900499 -0.06800173872283527 0.016659831647099794 -0.010721879887084167 0.032110237493664803 -0.094901967545350407 -0.065346475832519083 -0.0090477998874017168 0.098483716016230377 0.0017990157773186055 0.0046567083619858908 -0.086945757114638894 -0.057404175919035211 -0.028590781769404813 0.034825543576984537 -0.047134765498340135 0.05585201347158069 0.0021540688745903249 0.048275431528687483 0.054913980829838574 0.022040291285763184 -0.043912065456457004 0.011969459423069227 -0.029170863229781394
leaf_weight=57 39 39 31 33 27 27 3415 21 138 39 48 21 21 35 23 56 23 24 23 36 56 20 21 33 25 29 24 34 59 100
leaf_count=57 39 39 31 33 27 27 3415 21 138 39 48 21 21 35 23 56 23 24 23 36 56 20 21 33 25 29 24 34 59 100
internal_value=0 -0.00342666 -0.0231682 -0.0396958 -0.0145612 0.000375414 0.0007313 0.0151826 0.00547811 -0.00223246 -0.0145099 -0.0401849 -0.00256811 0.00316393 0.0114732 0.0353876 -0.00181258 -0.042119 -0.0123467 -0.0231182 0.012431 -0.00385586 0.0165407 -0.00418672 0.0148369 0.0292017 -0.00833835 -0.0212228 -6.93017e-05 -0.013905
internal_weight=0 805 130 91 60 675 3772 198 159 619 189 60 129 430 280 100 180 47 150 81 133 77 77 127 60 56 60 67 3574 159
internal_count=4577 805 130 91 60 675 3772 198 159 619 189 60 129 430 280 100 180 47 150 81 133 77 77 127 60 56 60 67 3574 159
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=2 3 10 0 7 16 12 0 1 19 7 16 19 7 7 12 19 19 7 28 10 7 0 12 28 12 12 5 28 18
split_gain=0.996721 6.49403 6.01634 5.74225 4.54788 5.92562 6.76607 5.42671 7.96217 4.30369 5.84869 5.42762 4.35225 3.41331 2.64934 2.61698 4.54887 4.63757 4.67005 3.37794 2.38375 4.24323 3.42217 1.98794 1.77882 4.06599 11.073 9.56642 7.65888 6.01048
threshold=1243.3530393033436 1268.1163661155485 184.3122212037886 350.95851479839399 1986.1288926969621 568.42500000000007 2483.2256637477362 735.19236591695505 1107.0309028259619 1.2373053492951631 2452.6854084550587 592.47500000000014 1.1641564866763168 2110.7631065563214 2196.6603053110521 3736.2609587582133 1.0099982663333185 1.0460904097271533 2918.9654086514993 3.5000000000000004 120.27892799631933 2333.581429317574 1067.7522991424059 2239.2798687054587 5.5000000000000009 2813.8531943219846 1914.0255277838548 743.01533079295291 7.5000000000000009 1.2693301123424183
decision_type=2 2 2 2 2 2 2 2 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 24 -3 -2 5 -5 -7 9 13 10 14 -11 -12 -9 -6 16 -10 -18 19 23 -21 -22 -23 -19 -1 26 -26 28 29 -28
right_child=3 2 -4 4 7 6 -8 8 15 11 12 -13 -14 -15 -16 -17 17 18 -20 20 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0023447704190191518 -0.048704935377463704 -0.079428759813308714 -0.0018636612780392173 0.064578037296554869 0.032410365715622905 0.038166908260567914 -0.028459784071202632 -0.018483975003584334 -0.031946140059898064 0.027049600095911459 -0.019032018060057328 -0.043194259753958748 0.037903686165809636 -0.076207790076732645 0.080950343033129535 0.0328988712604927 0.04956618977710605 -0.039617025249061133 -0.040421997870390233 0.04226017650961876 -0.022355967279403442 0.054422462020408027 0.0031880650320090355 0.0004988847424586615 0.00079249487749205561 0.0079152138864274253 -0.014098054807012282 -0.063880312753220411 -0.0081213752335526825 -0.084159181896597157
leaf_weight=1661 20 20 20 28 23 35 27 21 43 22 29 22 25 20 22 23 20 21 26 25 31 22 32 30 1436 354 24 39 431 25
leaf_count=1661 20 20 20 28 23 35 27 21 43 22 29 22 25 20 22 23 20 21 26 25 31 22 32 30 1436 354 24 39 431 25
internal_value=0 -0.000554901 -0.0406462 0.00392443 0.00584873 0.0263957 0.00915206 0.00180228 -0.00555155 0.0179498 0.0295152 -0.00807233 0.0073271 -0.0466419 0.056141 0.000619533 -0.00235017 0.00379779 -0.00109723 0.00525336 0.0151162 0.00713267 0.0240613 -0.0160194 -0.000150959 -0.00194628 -0.00373195 -0.0162504 -0.0123805 -0.0498435
internal_weight=0 4010 40 567 547 90 62 457 314 143 99 44 54 41 45 273 250 207 187 161 110 85 54 51 3970 2309 1955 519 480 49
internal_count=4577 4010 40 567 547 90 62 457 314 143 99 44 54 41 45 273 250 207 187 161 110 85 54 51 3970 2309 1955 519 480 49
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=17 17 6 25 24 8 8 8 22 10 12 4 7 18 10 7 3 10 18 23 22 23 3 23 0 4 8 22 4 24
split_gain=0.999162 4.9188 8.14972 3.31407 8.60611 6.11286 12.8959 7.42057 7.12091 9.78788 8.67171 6.51759 6.1911 5.72791 7.51146 4.57669 5.18356 4.4227 4.31004 11.6704 8.00489 7.4037 6.68575 4.72307 4.61454 8.45053 6.61232 6.10696 5.3415 5.83239
threshold=1.2961144170586805 1.3163894035409973 436.65902497985502 0.028793958571428739 0.048076764929127797 796.93574168797966 867.92897543632841 760.46095583403746 0.093731485378302615 129.84504592732679 525.33460353593648 340.21868840761613 524.20852154014835 1.2993961405680476 255.15395597522587 256.16138573957943 208.09284480167995 270.50731143125068 1.086921219873729 -0.0087246922728422185 -0.010090125683903257 -0.060252294496635779 884.12174534251994 -0.083930949270894034 381.29114595442928 512.53645538135345 268.81180718541259 -0.13270855282614361 351.48097201375566 -0.025173271521135191
decision_type=2 2 2 2 2 2 2 2 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 18 7 17 8 9 15 -11 12 -10 14 -12 16 -5 -7 19 -1 21 23 -23 24 26 -26 28 -28 -20 -30
right_child=1 -3 -4 5 -6 6 -8 -9 11 10 13 -13 -14 -15 -16 -17 -18 -19 20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0044182759690253688 -0.0084323365355913459 -0.00071845602682749142 -0.081430019959807406 0.011613229883369059 0.056963813474232509 0.064456617832183843 2.5379704949367776e-05 -0.062007943209674621 0.014412017861225954 -0.085243883929042918 -0.08253393042832613 0.061128007159346631 -0.034215705832725186 -0.0039383409777656196 -0.012774654805208696 0.032333686747230021 -0.039871581734129885 0.017431627451442184 0.033773300140588124 -0.068955271864043807 0.037913455738674239 0.0022863572552090602 -0.078500798046588896 0.048708321732164439 -0.066542686205357318 0.0015861985626919517 0.081776148915290836 0.016668916789486128 0.011886042927984487 -0.050784001173451547
leaf_weight=96 65 1205 20 48 33 40 2068 27 96 27 29 21 36 72 33 39 33 40 33 28 79 21 20 26 20 203 25 34 33 27
leaf_count=96 65 1205 20 48 33 40 2068 27 96 27 29 21 36 72 33 39 33 40 33 28 79 21 20 26 20 203 25 34 33 27
internal_value=0 -0.00235848 -0.0256083 0.000925598 0.00715438 -0.000693074 0.00154936 -0.0111415 -0.00797703 -0.0174288 -0.0335416 0.0093822 0.00114991 -0.0231239 -0.045404 0.00418906 -0.00936206 0.0409441 0.00460599 -0.0121499 0.00859397 0.00335361 -0.037122 0.00749202 0.00463435 -0.00452402 0.0180706 0.0442567 0.00145796 -0.0163155
internal_weight=0 1290 85 3287 678 2609 2148 461 434 281 161 153 132 134 62 120 81 80 645 124 521 442 41 401 375 223 152 59 93 60
internal_count=4577 1290 85 3287 678 2609 2148 461 434 281 161 153 132 134 62 120 81 80 645 124 521 442 41 401 375 223 152 59 93 60
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=29 16 5 3 17 13 13 13 3 22 19 3 2 29 14 13 13 16 25 16 25 24 25 14 14 14 22 3 11 25
split_gain=1.06937 3.20253 4.49677 15.013 5.67948 4.10728 6.39921 11.3413 5.9699 5.1966 8.45926 4.95452 4.86447 3.44547 5.80742 4.01014 5.13083 7.21386 7.46596 6.92687 6.20445 5.67295 5.43713 5.22983 6.28944 6.09747 7.93447 5.87211 4.75058 9.80998
threshold=105.00000000000001 623.45000000000016 722.49453083816559 833.57969040342198 1.0678892692465423 69.833635265700494 101.73517698790229 90.268821551307468 600.86378195608984 -0.043828053315927089 1.0927552484264831 725.93316635471444 1426.8175993989832 125.00000000000001 0.078630067173276655 142.92011640339732 81.716919314219311 585.55000000000007 -0.016302784745056038 554.07500000000016 -0.071394320282078053 -0.049814718361935385 -0.0017387363651817078 0.24066235984257819 0.29555026769779896 0.044756971299396174 0.3176112278958062 548.28522966104163 324.29679652267146 0.29484020666294808
decision_type=2 2 2 2 2 2 2 2 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 13 -4 -5 -3 7 11 -8 10 -10 -7 -13 14 -2 16 19 18 -18 20 21 -15 -20 25 -25 26 -24 -28 -17 -30
right_child=1 5 3 4 -6 6 8 -9 9 -11 -12 12 -14 15 -16 28 17 -19 22 -21 -22 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.0016895895496640751 -0.014101445355585643 0.024985176533022346 0.10039918657857926 -0.0054844069179524196 0.047643366900201031 0.029194790266809014 -0.046714149728417399 -0.087709905034690006 0.077114401887292461 -0.0066787834727749995 -0.0023931772171636116 -0.056334174504237514 0.0065023557706312702 -0.010961290120201953 0.053576144354883587 0.00075465162001903021 -0.0022260661806841088 -0.031639449759386477 0.058102832210715862 0.055718378238379954 -0.0011946415172464373 -0.077066680363246376 0.00066425638629452274 -0.04775467640362107 0.016790539771318436 0.038631689922476654 0.0033273493427605858 0.070971025932918902 -0.0071199590879742333 -0.060781505123473883
leaf_weight=2060 21 34 20 89 26 21 25 27 23 112 32 28 22 34 32 359 239 40 34 20 637 21 170 26 36 128 21 33 164 43
leaf_count=2060 21 34 20 89 26 21 25 27 23 112 32 28 22 34 32 359 239 40 34 20 637 21 170 26 36 128 21 33 164 43
internal_value=0 0.00138282 0.00275388 0.0204341 0.00652709 -0.00789726 -0.0117524 -0.0325447 -0.00113973 0.00568279 0.0308554 -0.0115664 -0.0286861 0.00159411 0.0267605 0.000928859 0.00373365 0.00964295 0.0120466 -0.00230014 -0.00397698 -0.0362015 0.0196608 0.0165037 -0.0102768 0.0212207 0.0112716 0.0446652 -0.00620205 -0.018267
internal_weight=0 2517 2193 135 115 324 290 98 192 167 55 71 50 2058 53 2005 1439 727 687 712 692 55 448 414 62 352 224 54 566 207
internal_count=4577 2517 2193 135 115 324 290 98 192 167 55 71 50 2058 53 2005 1439 727 687 712 692 55 448 414 62 352 224 54 566 207
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=15 21 8 20 21 20 20 15 20 21 8 20 29 16 5 0 21 18 25 18 0 14 18 23 23 24 16 16 25 18
split_gain=1.12182 3.14971 2.30593 3.76119 2.04001 2.25003 3.1712 1.74634 1.26304 4.81987 7.83718 6.80216 5.94894 5.16405 4.73342 8.02893 8.79865 13.5812 8.38275 4.85918 9.37981 4.70594 7.47221 5.92054 7.92655 8.97877 14.9853 24.7952 10.1634 7.1183
threshold=3021.0500000000006 0.56144331766866784 2514.3157308377899 3.0065247119723622 0.33465768528078171 2.5727610897078459 2.2013958341488782 2958.150000000001 2.5197786550505943 0.50145134762246368 2851.2380952380959 2.4694904668240807 65.000000000000014 711.42500000000007 624.83295150820936 425.18363816114686 0.4335705173696483 1.1764826189326405 0.43458363856764726 1.1523305292329851 689.01981749791037 0.00026239050051906552 1.1788814298059249 0.44945752478875034 0.15987483043013143 0.12968495678173858 402.42500000000007 464.20000000000005 0.16612045101584053 1.2366689369141326
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 6 -6 8 9 11 21 14 -12 -14 15 18 19 -18 -1 20 -17 22 -11 24 25 -23 -27 -28 -29 -26
right_child=1 -3 4 -5 5 -7 -8 -9 -10 10 12 -13 13 -15 -16 16 17 -19 -20 -21 -22 23 -24 -25 29 26 27 28 -30 -31
leaf_value=0.010210118107680306 0.060584694826022981 -0.030382761904038491 -0.019211125425223647 0.0068724596465472134 -0.0077692900598049161 -0.0062572925243266804 0.041894500423222784 -0.024380581973819065 -0.0024247181539123041 0.04461138691132268 -0.079002976976335057 0.060912134662270551 -0.039944849519857342 0.021052533625397305 -0.008093083111180675 0.074942047831912842 0.094689522702724516 0.013198627514201542 -0.04591812298943599 -0.019704933290202648 -0.00247018661763933 0.00083465222490971137 -0.0038057932191911865 -0.02552639518373756 0.00023802798802414574 0.000917822866941313 -0.14553993084383282 0.021002620098919705 -0.062718673011866108 0.041409293013241366
leaf_weight=102 22 20 29 32 20 43 36 30 1581 60 20 25 35 23 139 24 39 43 36 39 45 1607 68 93 83 118 22 29 29 85
leaf_count=102 22 20 29 32 20 43 36 30 1581 60 20 25 35 23 139 24 39 43 36 39 45 1607 68 93 83 118 22 29 29 85
internal_value=0 0.00728592 0.0114253 0.0287552 0.0041143 0.010947 0.0241574 -0.000336402 -0.000170389 0.00111908 -0.000824162 0.0100928 -0.0319733 -0.0157562 0.00737223 0.0139261 0.02726 0.0519565 -0.00443203 0.00850887 0.0244558 0.000283239 0.0188898 -0.000869537 0.000292697 -0.00164103 -0.021734 -0.0551456 -0.020858 0.0210687
internal_weight=0 202 182 54 128 99 56 4375 4345 2764 2272 492 78 58 467 328 190 82 138 108 69 2194 128 2066 1973 1805 198 80 58 168
internal_count=4577 202 182 54 128 99 56 4375 4345 2764 2272 492 78 58 467 328 190 82 138 108 69 2194 128 2066 1973 1805 198 80 58 168
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=26 26 5 9 9 13 8 28 18 13 11 11 11 22 1 2 13 13 18 22 2 1 11 2 18 25 23 22 28 19
split_gain=1.06088 5.90793 7.14777 10.0909 5.67685 5.32702 6.52756 4.57537 13.7017 9.72463 7.38666 11.2986 7.31534 6.928 8.13562 8.76006 6.27942 5.97202 4.86745 4.98432 4.1155 9.83201 7.78754 4.40148 6.0908 3.9755 4.97013 5.41694 5.21713 3.92112
threshold=7.5000000000000009 9.5000000000000018 245.47982298882587 157.10544867166462 205.92587412587417 137.66204023005372 894.02647551808218 7.5000000000000009 1.4479639478038788 90.989823642333207 299.9389814978303 321.41663040173643 270.39787696131947 0.27303945215058673 392.18079210114666 399.47240428993598 243.91013129422194 261.73002743567298 1.1753765915111982 0.34894026942975165 773.55388413001094 734.28410341867402 292.59846436340234 555.36608540957116 1.3393666331469214 -0.063442016722374456 0.055455752836975306 0.27303945215058673 1.5000000000000002 1.1357502790047167
decision_type=2 2 2 2 2 2 2 2 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 -6 8 9 -3 13 -12 -10 14 15 -11 25 18 19 -9 23 -22 -23 -20 -25 -13 -27 28 -28 -30
right_child=1 7 3 4 5 -7 -8 17 12 10 11 16 -14 -15 -16 -17 -18 -19 20 -21 21 22 -24 24 -26 26 27 -29 29 -31
leaf_value=0.00087424803819908961 0.0034061306865017594 -0.060921346147855132 -0.087200600892305372 0.01536322024625701 -0.098080133982002743 -0.0083888139962306572 -0.023819341581186343 0.030288181469045786 0.0073281172470285975 0.031692571863532068 -0.089884959829505534 -0.047151126489043238 0.080376890101111861 -0.026960955829800744 0.054406265446797331 -0.039130025344990917 -0.061619440500031819 0.061528384809692707 0.0056173830653842493 -0.023944629281759264 0.054830803608314861 0.031226876359432939 -0.05249163995683194 -0.064023674670606864 -0.0058534208126366141 0.021258353769327654 0.011064722910523414 0.018595126999372786 -0.079057882839570881 -0.019291370503959203
leaf_weight=3442 120 36 25 37 20 53 29 111 29 40 20 20 26 38 47 31 22 21 71 20 36 20 25 30 45 66 20 33 23 21
leaf_count=3442 120 36 25 37 20 53 29 111 29 40 20 20 26 38 47 31 22 21 71 20 36 20 25 30 45 66 20 33 23 21
internal_value=0 -0.00265124 -0.0151402 -0.0287107 -0.0181909 -0.0303625 -0.0541299 0.00151663 -0.00505385 -0.0112416 -0.00654741 -0.0181414 0.0418603 0.0101747 0.0221336 0.000770029 -0.011142 0.00969939 0.00665914 0.0220084 -0.00219879 0.0158785 -0.0152834 -0.0122279 -0.0291215 -0.0050737 8.91712e-05 -0.0143146 -0.0312837 -0.050533
internal_weight=0 1135 284 164 139 102 49 851 472 417 381 225 55 156 118 71 205 379 358 131 227 81 45 146 75 183 163 97 64 44
internal_count=4577 1135 284 164 139 102 49 851 472 417 381 225 55 156 118 71 205 379 358 131 227 81 45 146 75 183 163 97 64 44
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=13 21 5 5 13 6 23 1 0 23 26 26 26 25 21 13 25 25 13 1 1 21 29 0 0 2 18 18 29 10
split_gain=1.05496 3.137 1.29153 6.63643 6.85456 4.10721 6.93796 3.92191 5.111 4.11197 4.85932 12.1285 2.98725 2.81352 4.4882 2.79177 2.75703 2.26576 4.66606 2.02484 2.68741 3.1475 2.12953 1.69717 7.66987 5.91039 6.06661 10.9951 5.88229 5.6618
threshold=58.644280306441551 0.60256853944917321 107.55954592363263 121.25561233300893 146.61250879662211 117.15600936894718 0.73280689305211066 418.96400605139161 506.72028200951746 -0.2436613292321694 1.5000000000000002 5.5000000000000009 5.5000000000000009 0.29484020666294808 1.1508696007526027 110.82712178461158 0.34700943811961493 0.025186708501178514 141.85063036914656 146.15682182634876 181.55706887584907 0.76963499724864504 85.000000000000014 249.63500253764172 266.56243802238282 472.67396276050408 1.1024615345992774 1.2458717968301747 35.000000000000007 246.09690007694846
decision_type=2 2 2 2 2 2 2 2 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 12 7 -7 9 -9 17 13 -12 16 14 15 -11 -4 18 -2 22 21 -21 -5 25 -25 26 -22 -28 -27 -29
right_child=2 -3 3 19 -6 6 -8 8 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20 20 23 -23 -24 24 -26 28 27 29 -30 -31
leaf_value=0.011485805394856828 -0.021520929574035109 -0.040195843329032262 0.01997017919114142 -0.043727039013590131 -0.070679080486297605 0.076185103647765665 0.0026582307662024645 0.064807728287719552 0.0016998752387184088 0.027804438689989705 -0.093843825110657655 -0.0029073058945042166 -0.042689218532971362 0.025821405812166631 -0.050616557672619827 -0.011361079298253921 -0.022292818591512484 0.037337034295002618 0.037528731900712722 0.046047467508885477 -0.044396068762849877 0.00077228526009575412 -0.003657128801569343 0.026682191762446829 0.00018127186435892709 0.019869274535664807 0.04595380844717676 0.0016860209902019039 -0.031871682795315145 -0.04543124975753017
leaf_weight=23 32 24 33 21 25 21 33 21 33 28 22 44 22 32 20 52 29 30 23 28 27 34 36 113 3257 27 55 286 118 28
leaf_count=23 32 24 33 21 25 21 33 21 33 28 22 44 22 32 20 52 29 30 23 28 27 34 36 113 3257 27 55 286 118 28
internal_value=0 -0.0149048 0.000154642 -0.000364329 -0.0247121 0.0056483 0.031252 0.00154563 0.0262418 -0.00316672 -0.0110646 -0.0332195 -0.0110314 1.28939e-05 -0.00824583 0.00234685 0.000202003 0.0152306 0.00317257 0.000294208 0.000562694 0.0212191 -0.0184197 0.000235233 0.00106988 -0.00496395 0.00136084 0.00470891 -0.0222372 -0.00251552
internal_weight=0 47 4530 4139 109 391 54 337 54 283 198 66 84 132 100 80 62 85 55 4030 3973 62 57 3911 3370 541 396 369 145 314
internal_count=4577 47 4530 4139 109 391 54 337 54 283 198 66 84 132 100 80 62 85 55 4030 3973 62 57 3911 3370 541 396 369 145 314
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=14 17 21 17 20 14 10 19 21 21 20 19 24 29 24 24 19 29 20 23 23 22 20 14 23 17 22 29 19 17
split_gain=1.03404 6.3431 6.27517 4.00891 4.07572 2.72332 6.90695 5.92788 4.26767 3.60193 3.33844 6.8406 3.11314 5.86603 8.96362 9.32905 5.28418 7.37069 5.62352 5.79406 6.32284 7.01104 6.81276 4.71064 4.61056 14.7487 6.15642 4.20983 5.3973 9.4984
threshold=4.7475208353788495e-05 0.96169101476442498 0.5881675917003486 1.0140623737809711 1.8697948177008084 0.00031009786424980465 264.80874048412733 1.1930298000287982 0.46159420682975683 0.36029682734720681 2.4769107687753453 1.2722584366180041 0.5783970082184674 50.000000000000007 0.74004537220125088 0.84168062427414492 0.97244841897423451 85.000000000000014 2.0962146678325477 0.44945752478875034 0.47046794796298375 0.19676709004438256 2.1739195095951431 0.018374519839444711 0.51179954456528509 1.1213084411845136 0.312080093518811 185.00000000000003 1.1153181697676726 1.0086797874250206
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 -2 9 -9 -10 -12 24 14 -14 -16 17 -15 -18 -20 -21 -22 -23 27 -7 26 -26 28 -24 -30
right_child=5 2 -4 4 -6 12 -8 8 10 -11 11 -13 13 16 15 -17 18 -19 19 20 21 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.035004731145148217 0.01561608753913829 -0.043859239996356131 0.043045753060670738 -0.030807960898216281 0.019198723710500278 -0.00020278552910803568 -0.05103100647821146 -0.013418079000946723 0.0073108637919731909 -0.060214660745435238 -0.06703020829538052 -0.0053833789375582431 0.017640460055807366 -0.065825553247261623 -0.076377562834937684 0.004607653431594372 0.053913418343290692 0.012546919765216963 0.039640498164369438 -0.044271733652314418 -0.024883415600141654 -0.034124931306750692 0.058673484064638619 0.058961444262128619 -0.10220439190976323 0.032637019510622381 -0.027768009245395658 -0.019712393347617763 0.023451049912255259 -0.023924643398737011
leaf_weight=57 111 34 22 28 39 3180 34 38 113 29 22 99 46 21 33 25 32 28 61 23 52 27 30 26 20 27 25 32 210 53
leaf_count=57 111 34 22 28 39 3180 34 38 113 29 22 99 46 21 33 25 32 28 61 23 52 27 30 26 20 27 25 32 210 53
internal_value=0 0.00742883 -0.00535025 -0.0158919 -0.00169959 -0.000304114 -0.00771137 -0.00413645 -0.0114206 -0.0336733 -0.00504911 -0.0165919 0.000532038 0.00658659 -0.0153251 -0.0414701 0.0104165 -0.0210413 0.0132397 0.0107075 0.00681139 0.00954374 0.0142798 0.0180032 -0.000769356 -0.0257929 -0.0608508 0.0147265 0.0184878 0.0139039
internal_weight=0 180 123 101 67 4397 446 412 301 67 234 121 3951 699 104 58 595 49 546 514 453 430 378 351 3252 72 45 325 293 263
internal_count=4577 180 123 101 67 4397 446 412 301 67 234 121 3951 699 104 58 595 49 546 514 453 430 378 351 3252 72 45 325 293 263
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=6 11 18 25 1 19 19 25 29 11 28 18 6 1 2 28 28 21 4 22 19 21 25 25 10 24 6 19 27 26
split_gain=0.989711 6.77789 13.3249 7.8771 5.28943 4.29612 10.7734 5.94597 5.84558 7.10524 6.79184 5.43543 4.91984 4.6811 4.42525 4.34355 7.614 11.1294 9.26059 14.1566 7.87557 6.67076 9.06998 5.6874 8.73612 8.01588 6.985 5.26931 5.6079 5.13649
threshold=358.86880437774357 306.55595141047934 1.1764826189326405 -0.0070353138389087624 454.46260791970013 0.944908496412596 0.93365864116389163 0.03176986652017319 65.000000000000014 537.52511545950608 12.500000000000002 1.0690540096275145 381.34785608863166 476.93978553011306 617.943521546738 10.500000000000002 5.5000000000000009 0.9929637411766431 622.06217951061444 0.23023124400073156 1.0184222420127362 0.59672155671096816 0.020209905798879487 0.43458363856764726 158.92949830102933 0.021394351356250379 788.68767062514678 1.0520443716307815 9.5000000000000018 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 -3 -4 -2 6 7 8 -6 10 14 -7 -13 -14 -10 16 20 18 19 -18 21 -15 -23 25 -25 -20 -27 -22 29 -29
right_child=4 2 3 -5 5 11 -8 -9 9 -11 -12 12 13 15 -16 -17 17 -19 23 -21 27 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.00021559982277366839 0.014318475034904847 -0.083806058674536901 -0.0542859745296565 0.016895081527214847 0.041135030588054143 -0.045412462101928119 0.082604621658101673 0.035453016113261786 -0.013859692444243739 -0.068291761539876469 -0.043495584799554843 0.029445613677404364 -0.036956014980872469 0.068476009634988649 0.0370523870567252 0.0057012485552035246 -0.094870782786359395 -0.085156898694112901 -0.037190592351059121 0.0094071722225002631 -0.039284484924339669 0.045394443266559392 -0.042231422946566628 0.0147117780148983 -0.078755411927122626 0.072248882547020915 0.0068258927500945464 0.0097819912189617761 -0.048625753206821783 -0.014087429821015674
leaf_weight=2639 285 29 22 53 23 29 20 49 31 20 29 49 39 28 38 476 30 25 24 23 41 27 21 20 20 25 47 250 24 141
leaf_count=2639 285 29 22 53 23 29 20 49 31 20 29 49 39 28 38 476 30 25 24 23 41 27 21 20 20 25 47 250 24 141
internal_value=0 -0.0012024 -0.0262426 -0.00398469 0.00179836 -0.00050521 0.012793 0.0054444 -0.00498412 -0.0139734 -0.00288808 -0.00259081 -0.00164285 -0.00285089 0.0141788 -0.00176243 -0.00652478 -0.0224537 -0.0141596 -0.0496181 -0.000117281 0.0296858 0.00705813 -0.000341234 -0.0320218 0.012859 0.0295422 -0.00508446 -0.00170566 0.00117435
internal_weight=0 2743 104 75 1834 1549 210 190 141 118 98 1339 1310 1261 69 1222 746 214 189 53 532 76 48 136 40 96 72 456 415 391
internal_count=4577 2743 104 75 1834 1549 210 190 141 118 98 1339 1310 1261 69 1222 746 214 189 53 532 76 48 136 40 96 72 456 415 391
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=5 17 5 27 9 10 14 3 3 25 21 12 12 8 21 17 12 18 3 3 4 18 4 2 2 26 12 5 18 2
split_gain=1.06466 4.18508 3.40712 5.18518 2.92543 1.6932 1.24903 3.95744 3.96666 8.96257 5.99742 3.78311 3.50591 3.23145 2.28852 5.75437 3.45746 2.99692 4.42587 11.0708 2.74139 4.29463 2.22631 2.16042 5.14507 4.33155 2.33351 3.39837 2.04255 8.79813
threshold=1094.7730549621187 1.0660720864972808 1022.2458242556283 6.5000000000000009 258.47804255319153 945.39329991616603 0.40782161537310657 725.93316635471444 463.10357983967759 -0.04761954315736884 1.1035763320773431 3382.1116615242831 2698.0240964611344 346.97356704579471 1.4936976213891604 2.144075773547466 604.81440052237156 1.7377590400263843 242.40950219846738 313.82545988522355 379.74429682552636 1.9620788790003989 594.13062025757051 433.12488315128189 494.65612942266665 4.5000000000000009 1988.1905594405596 163.56572301833199 1.5178988135175775 824.42529652351743
decision_type=2 2 2 2 2 2 2 2 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 6 -4 -2 -6 14 8 11 10 -10 12 23 -12 15 17 -16 28 -19 -20 -18 -22 -21 26 -25 -26 -8 -28 -1 -30
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 13 -13 -14 -15 16 -17 20 18 19 22 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.00083525190778292356 0.031820758831288133 0.036455950220951286 0.0034185386747121816 -0.063984735081681898 -0.020990543608676714 0.0073510158008762774 -0.0029671384463166228 0.040001824488087249 0.03473910397339252 -0.073088776231521657 -0.00013611660946606145 0.048721208458855039 -0.029576219411359895 -0.05238566511950922 -0.011707117589134159 -0.039184189100678155 0.055774564036856523 0.010297467744805748 -0.089732863991097978 -0.021592211084397035 0.044225258983316876 -0.020523280613124372 0.016425855178385972 0.056569787680304476 -0.019854943341378009 0.033118936380949517 0.053284064084291462 -0.0036711809310046115 0.011577743860694741 -0.044051501219491328
leaf_weight=3264 21 39 25 21 53 35 164 30 31 21 29 21 27 20 33 39 23 45 22 43 21 20 24 28 33 29 20 22 343 31
leaf_count=3264 21 39 25 21 53 35 164 30 31 21 29 21 27 20 33 39 23 45 22 43 21 20 24 28 33 29 20 22 343 31
internal_value=0 0.00834328 -0.0002788 -0.0273525 -0.00171539 -0.00971833 5.34144e-06 0.00484742 0.00247746 -0.0149467 0.000315644 0.00759326 0.00491931 -0.0214625 -0.000583192 -0.000969262 0.014585 -0.000574145 -0.0152611 -0.0281839 0.0281419 0.0126406 -0.0079738 0.00806586 0.020991 0.00492316 0.00241895 0.0234504 -3.31755e-05 0.00696676
internal_weight=0 148 4429 46 109 88 4383 475 445 101 80 344 323 49 3908 3811 97 3772 134 89 64 41 67 296 90 62 206 42 3638 374
internal_count=4577 148 4429 46 109 88 4383 475 445 101 80 344 323 49 3908 3811 97 3772 134 89 64 41 67 296 90 62 206 42 3638 374
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=19 19 0 3 3 8 24 0 22 18 20 12 8 9 4 0 19 12 9 19 6 19 18 20 8 15 3 0 22 18
split_gain=1.0234 2.2054 1.51932 1.01067 9.82353 5.7757 4.66467 4.40945 3.33664 4.1504 7.98052 6.83699 6.45212 10.8246 5.2275 3.26149 9.49482 9.25237 5.99525 4.99734 4.30823 3.02451 7.65191 4.76728 4.585 6.63759 3.65502 3.63447 6.57155 3.44264
threshold=2.2243398023378238 2.0843132792904293 76.44871203973986 1029.2367383360622 1007.1721252058611 1753.4404761904764 -0.036100010996553668 345.85120021822155 0.42634733275459696 1.1611389186335361 1.7639824779197451 2483.2256637477362 2205.9500000000003 538.38678705865539 396.78677905572289 748.05657412257733 0.944908496412596 2533.9118332029207 608.20139885222397 1.0439876377590485 696.40103260239027 1.2002584753017733 1.2434479892274168 2.4611804416100926 2839.8068548387105 2345.7999999999979 1127.0854587769172 883.63970588235304 0.19832732178523602 1.1979621245784078
decision_type=2 2 2 2 2 2 2 2 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 -2 4 15 -6 -5 -8 9 11 -11 12 -9 14 -14 18 -17 19 -1 -18 -20 22 23 -12 27 -26 -24 29 -29 -23
right_child=2 -3 -4 6 5 -7 7 8 -10 10 21 -13 13 -15 -16 16 17 -19 20 -21 -22 24 26 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00048556607113638383 -0.0033668251846123627 -0.026745781467686736 0.029879654990509152 0.047306122630834585 -0.0031746819382533435 -0.072551075724574435 -0.039712514167651536 0.067758315131068225 -0.032522745408977455 -0.045438797252350734 0.01191120008006692 -0.0039227821105825046 0.018072754636089854 -0.034799043182283641 0.063828818949268146 0.033473942600763765 -0.10428548797033728 0.0038459424530306176 0.054616784236083432 -0.033593626990914345 0.011458527869406609 0.033719885582104328 -0.04225859942879262 0.055861943433197538 -0.074457136114360764 -0.006484476356383633 0.013713465481996538 0.0054161583948315996 -0.067227873504161845 0.0022542897925214998
leaf_weight=3190 27 31 28 23 20 30 25 30 26 38 62 140 94 32 34 26 20 31 30 20 101 40 28 41 20 51 20 33 20 266
leaf_count=3190 27 31 28 23 20 30 25 30 26 38 62 140 94 32 34 26 20 31 30 20 101 40 28 41 20 51 20 33 20 266
internal_value=0 -0.000164911 0.0135587 1.85689e-05 -0.000796194 -0.0448005 0.00278064 0.00175655 0.00281986 0.00378815 -0.00104047 0.0128455 0.025201 0.0172216 0.0302267 -0.00015248 -0.0182272 -0.03716 0.000375447 -0.0689396 0.0213421 0.00186338 0.0140388 0.0294062 -0.00241218 -0.0256317 -0.0189369 0.00217998 -0.0219967 0.00636744
internal_weight=0 4522 55 4491 3468 50 1023 1000 975 949 619 330 190 160 128 3418 97 71 3321 40 131 581 151 103 430 71 48 359 53 306
internal_count=4577 4522 55 4491 3468 50 1023 1000 975 949 619 330 190 160 128 3418 97 71 3321 40 131 581 151 103 430 71 48 359 53 306
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=26 19 19 26 24 7 21 5 7 8 6 15 12 26 19 28 13 13 28 12 18 18 18 12 19 19 21 7 22 21
split_gain=0.96559 5.88211 4.35581 1.90892 6.50339 3.04392 1.45718 1.45204 3.72957 5.00578 3.19366 2.25361 1.89933 1.3636 7.27247 8.3077 5.99158 4.7134 4.54247 10.6618 5.30715 6.63851 5.23637 5.77739 5.38451 4.42833 4.41291 10.2269 6.27588 5.99624
threshold=42.500000000000007 1.1174434032871545 0.8629762158658788 26.500000000000004 0.11379511289886156 503.85177569253409 0.95383348466985851 1094.7730549621187 1664.487092615763 2072.8723404255325 1095.7733981693366 1550.5999999999997 1566.7557274247495 7.5000000000000009 0.7808502796080169 7.5000000000000009 74.434190573678706 257.14161924469744 25.500000000000004 2734.0390274362294 1.6012986353347312 1.8466756762940164 1.3963788227820666 1566.7557274247495 0.84628060239663638 1.0544773219994108 0.85724161384777253 306.67188680151702 0.21246151324549017 0.9481473115437874
decision_type=2 2 2 2 2 2 2 2 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 7 5 6 -5 10 11 -10 13 -9 -11 17 15 -15 -16 -1 20 -20 22 -22 24 -24 -18 -19 28 -28 -26 -29
right_child=1 -3 -4 4 -6 -7 -8 8 9 12 -12 -13 -14 14 16 -17 18 25 19 -21 21 -23 23 -25 26 -27 27 29 -30 -31
leaf_value=0.0011339528059590438 -0.024031356330960991 -0.054084897159852763 0.04044977009973743 -0.0080045346525453396 0.047112060277848637 -0.035715285790237514 0.029711369294673207 0.053331474622730947 -0.041828659332046908 0.030640370398759845 -0.033538620649226782 0.012219313854972522 -0.0041959135834237233 -0.064519579880870884 -0.047884458618668413 -0.0046245221116326075 0.029846675754136714 -0.0016201188618486578 -0.010125862690620125 0.07703228814899922 -0.070335669215273816 0.0076726641133427614 -0.0046998079842290822 0.047117238321031138 0.0096752464701421563 -0.066635855380445724 0.01995550888113496 -0.076808924476305648 -0.014615486786028165 -0.021740055601473837
leaf_weight=3275 20 22 22 21 37 22 20 24 24 29 29 30 34 40 26 55 48 22 32 25 24 20 39 48 260 20 41 30 180 58
leaf_count=3275 20 22 22 21 37 22 20 24 24 29 29 30 34 40 26 55 48 22 32 25 24 20 39 48 260 20 41 30 180 58
internal_value=0 -0.0121969 0.00974447 0.000172967 0.0138354 -0.005708 0.0103935 -0.000136629 0.00984792 -0.00296527 -0.000466175 0.0304914 0.0118398 -0.000240132 -0.00363306 -0.0298435 -0.000636682 0.000707065 0.000889334 0.0281014 -0.00118431 -0.0348773 0.000921501 0.0238889 -0.00231701 -0.03258 -0.0050303 -0.0212947 -0.000261872 -0.0405135
internal_weight=0 64 42 4513 100 63 41 4413 141 87 4272 54 63 4243 926 95 831 3317 805 57 748 44 704 87 617 42 569 129 440 88
internal_count=4577 64 42 4513 100 63 41 4413 141 87 4272 54 63 4243 926 95 831 3317 805 57 748 44 704 87 617 42 569 129 440 88
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=20 20 16 28 27 4 8 13 22 12 20 19 20 13 8 7 19 25 2 16 8 24 22 27 5 25 24 20 13 29
split_gain=1.01369 4.56643 7.25599 6.48949 6.85844 8.19973 5.6786 6.98935 6.03641 4.82523 4.20611 4.48754 3.19299 7.38863 6.37102 8.41015 3.99885 5.45852 3.77089 8.74511 4.75974 3.16388 3.10274 2.95701 4.81424 5.59069 8.66468 5.32668 9.82606 6.75914
threshold=3.7165071886661165 4.1217342631089346 231.50000000000003 18.500000000000004 7.5000000000000009 271.07641685695859 1037.8208382641717 66.264389871845665 0.25127272755752506 336.75214583633777 4.8664054338504927 1.177271430759719 3.1361574426841083 132.01164845758356 1095.3275862068967 1162.3623784660506 1.1174434032871545 0.3982951756039893 472.67396276050408 150.10000000000005 925.92201661154741 0.69859185583291028 0.32888994608368466 8.5000000000000018 73.087037176873324 0.78129329537006087 0.78737015996417192 2.6779723462498155 98.388526966783616 85.000000000000014
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=12 2 3 4 -2 -6 7 -3 10 -8 11 -9 23 16 -15 -16 17 -14 19 -18 -21 -11 -20 -1 -25 26 27 -26 29 -29
right_child=1 6 -4 -5 5 -7 9 8 -10 21 -12 -13 13 14 15 -17 18 -19 22 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00096417609741117566 -0.012233071437177178 0.039453314791067638 0.027893721540608714 0.016783039973427852 -0.032696478514046202 -0.10953766831329891 -0.014305218522037781 -0.053883647332312892 -0.063368813524192033 0.020192094030038965 0.016398792696660773 -0.0011205992056056858 0.01271453676444869 0.014183372491970658 -0.09003090142272413 -0.0044742313955255129 0.063398480454557815 0.074845393156311529 0.006766663845266821 0.027426709359391562 -0.031218787804245952 0.067494149219531271 -0.036275254130596297 -0.046842878910579852 -0.00073523896785230127 0.017966655343770982 -0.069754998843100935 -0.037769002867314744 -0.064948181957006454 0.021307333180059992
leaf_weight=3080 65 28 31 30 41 21 21 27 22 31 48 40 31 38 20 27 38 26 103 31 25 26 20 28 443 95 22 34 40 45
leaf_count=3080 65 28 31 30 41 21 21 27 22 31 48 40 31 38 20 27 38 26 103 31 25 26 20 28 443 95 22 34 40 45
internal_value=0 -0.0046157 -0.0163181 -0.0250478 -0.0349291 -0.0587233 0.00443799 -0.00607249 -0.015377 0.0266717 -0.006196 -0.0223833 0.000479828 0.00949314 -0.0162642 -0.0408813 0.0174836 0.0410549 0.011292 0.0263713 0.00124568 0.0417685 -0.000232022 -0.000374616 -0.00620698 -0.00453127 -0.00819103 -0.00578106 -0.0245651 -0.00411793
internal_weight=0 431 188 157 127 62 243 165 137 78 115 67 4146 359 85 47 274 57 217 94 56 57 123 3787 707 679 584 562 119 79
internal_count=4577 431 188 157 127 62 243 165 137 78 115 67 4146 359 85 47 274 57 217 94 56 57 123 3787 707 679 584 562 119 79
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=27 28 25 19 24 13 24 25 7 19 10 13 25 26 21 28 19 7 26 12 27 13 28 28 19 26 14 10 21 4
split_gain=0.983588 3.32963 3.86115 3.30105 4.8143 4.33046 3.13458 4.82799 3.12737 4.2502 3.08733 2.98663 2.97789 3.4594 10.7828 6.2883 6.88643 11.5486 5.65039 7.89861 6.84769 7.38413 10.8789 7.35791 5.64194 5.48463 10.6209 5.41016 4.74011 4.40385
threshold=6.5000000000000009 23.500000000000004 -0.10371228570020904 1.0603004029253034 0.0067943242359796187 70.835254681724322 -0.079666208110587861 -0.081453616424926503 1395.2710102378803 1.2660618656089417 249.88132727668847 93.000298210735608 -0.057260145850399714 6.5000000000000009 0.64234864406279202 10.500000000000002 1.0888062400113443 1235.9765619512725 4.5000000000000009 2311.6775502869959 4.5000000000000009 98.388526966783616 8.5000000000000018 4.5000000000000009 1.0588344198555377 12.500000000000002 0.21238451913587245 195.62530995274912 0.60994109489169956 427.51555604060781
decision_type=2 2 2 2 2 2 2 2 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 11 -5 -6 -4 -8 10 -10 -7 -3 -9 18 28 16 25 -18 19 -14 27 22 -22 -23 -21 26 -16 -20 -15 -17
right_child=-2 3 6 4 5 8 7 12 9 -11 -12 -13 13 14 15 29 17 -19 20 24 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.043264403349409508 0.001235005296298618 0.061894467845559124 0.033012829193224506 -0.034561615026202697 -0.0077176548009954913 0.067737074390701632 -0.051028916825141227 0.019086488094180825 0.026249606423079969 -0.029306240149197128 0.017440403218810949 0.010909391470529417 -0.0022032629700070917 -0.0029797632983490749 -0.081984024574221284 -0.037981534600257875 -0.12469305308027701 -0.031157442619741866 0.018069417926869013 -0.08149881474673748 -0.079894164836277148 0.05459363597134749 0.0091541623861035887 -0.0010390440081911429 -0.0098815453577448028 0.021452830625431879 0.010490128916242849 0.077091550379991547 0.038063771277666095 0.021486284067346293
leaf_weight=24 2677 20 24 29 86 23 21 60 40 21 26 27 823 191 27 20 22 33 41 22 23 36 34 70 22 21 23 25 33 33
leaf_count=24 2677 20 24 29 86 23 21 60 40 21 26 27 823 191 27 20 22 33 41 22 23 36 34 70 22 21 23 25 33 33
internal_value=0 -0.00174006 -0.00345117 0.00850145 0.00346645 0.00909305 -0.00285546 -0.00340029 0.022236 0.00712382 0.041049 0.0326052 -0.00275873 -0.00363312 -0.0115554 -0.0298537 -0.0420098 -0.0685717 -0.000720077 -0.00441021 0.0132509 0.00224732 -0.0267776 0.0178551 -0.0456902 -0.0214336 -0.0394459 0.0404263 0.00306683 -0.000954402
internal_weight=0 1900 1628 272 225 196 1604 1580 110 61 49 47 1559 1499 403 179 126 55 1096 867 229 163 57 106 44 71 50 66 224 53
internal_count=4577 1900 1628 272 225 196 1604 1580 110 61 49 47 1559 1499 403 179 126 55 1096 867 229 163 57 106 44 71 50 66 224 53
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=16 20 16 9 13 1 21 19 12 8 8 19 8 23 20 19 17 23 13 16 27 17 9 6 13 21 3 21 16 11
split_gain=0.989964 4.05044 1.42432 5.79837 6.6386 4.68802 3.97589 3.51799 2.05573 2.0551 3.2782 4.35282 2.37352 7.7751 7.42126 2.81684 1.85686 2.4459 1.66213 6.58172 8.16151 6.91111 7.97028 4.15146 3.61876 4.41183 3.50232 4.50647 6.46411 4.8594
threshold=924.50000000000011 1.4152929697290924 730.50000000000011 353.11111111111114 170.79089794276913 1083.9807224107697 0.8029696193289918 1.1121522606256338 1796.2028850430825 3028.6750000000006 3116.0192307692309 1.0460904097271533 2803.7409200968527 0.77798722511671792 2.3812360733474818 1.2002584753017733 1.0678892692465423 0.74864995719479077 64.945595489781553 194.15000000000003 7.5000000000000009 0.9407285632974447 263.02226368159205 218.57840143871249 63.005060728744944 1.2123556343737778 486.10774764098579 0.57616715821251185 150.10000000000005 137.84989253614694
decision_type=2 2 2 2 2 2 2 2 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 9 4 5 -4 7 -5 -8 12 -11 -12 18 14 -14 -15 17 -13 19 26 21 -21 24 -22 25 -23 27 29 -29 -1
right_child=1 -3 3 6 -6 -7 8 -9 -10 10 11 16 13 15 -16 -17 -18 -19 -20 20 23 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0017683780619076322 -0.017713491483168167 0.04009027041287886 -0.075668969274395037 -0.032342887073755267 0.018652721543027006 -0.020866255720171173 0.0094233170913701706 0.021801923699676991 0.053165030372994283 0.041693457832624174 0.032808401962169088 -0.012635968390690245 -0.085619137881566665 0.027559438709701813 -0.0069099217057228095 -0.019485567370429637 -0.030897617246955635 0.025736542160694417 -0.0004738026607745212 -0.049175202986225491 0.020644923595005069 -0.047572842693847157 0.071363334078341722 0.071485074109578925 0.032160990211096682 0.016646295506507158 -0.029456607826674981 0.013883946793224744 -0.040046759729468549 0.063559173438698061
leaf_weight=35 22 27 27 30 23 37 22 20 21 29 39 46 23 35 25 20 24 26 3719 20 29 23 20 36 22 20 48 46 43 20
leaf_count=35 22 27 27 30 23 37 22 20 21 29 39 46 23 35 25 20 24 26 3719 20 29 23 20 36 22 20 48 46 43 20
internal_value=0 0.0141376 -0.00015299 -0.00886984 -0.0274264 -0.0439862 0.00848958 -0.010685 0.0307855 0.000207873 0.011189 0.00463615 -0.000222553 -0.0152147 -0.0446248 0.0104522 -0.00680883 0.00122077 0.000155834 0.00662439 0.0209542 0.00371481 0.0161595 0.0488025 -0.000826272 -0.0177035 -0.00606349 0.00173422 -0.0121725 0.0242378
internal_weight=0 49 4528 180 87 64 93 50 43 4348 164 135 4184 103 48 55 96 72 4081 362 170 105 85 65 65 43 192 144 89 55
internal_count=4577 49 4528 180 87 64 93 50 43 4348 164 135 4184 103 48 55 96 72 4081 362 170 105 85 65 65 43 192 144 89 55
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=20 20 16 27 28 7 17 13 18 21 21 19 21 18 17 17 17 28 21 17 2 16 24 24 6 19 17 18 17 24
split_gain=1.02441 8.50798 11.3805 4.63688 3.73358 4.85175 3.30676 3.56994 3.88567 7.28245 3.35374 4.58307 3.89118 4.28809 3.5509 5.0298 7.18468 3.13485 4.15115 6.36677 3.8658 2.213 2.20009 2.05585 3.2911 2.16439 2.02498 4.43627 3.43853 4.69779
threshold=1.5441092143557105 1.5661806656503632 471.50000000000006 8.5000000000000018 6.5000000000000009 380.06755747941935 1.0140623737809711 75.697798244483664 1.1123181452143664 0.62317726282648622 0.53342657716695241 1.0184222420127362 1.1204825261732485 1.2382339392994115 1.9124585916875907 1.2943720230383626 1.3694034951595293 1.5000000000000002 0.72656000067419158 1.2490573102455971 900.40466377113341 488.60000000000008 -0.020328857280966322 -0.017934659855775286 259.51828366668138 0.66864054382350513 2.144075773547466 1.6503684090855855 1.8926301917379382 0.061445050522126475
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 -1 8 9 -8 11 -9 13 14 15 17 -17 -12 20 22 -19 -10 -20 24 -18 -25 28 -28 -3 -30
right_child=1 26 -4 4 -6 -7 7 10 21 -11 12 -13 -14 -15 -16 16 23 18 19 -21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.041151084120456989 -0.093319740668749041 -0.00023820792141394047 -0.0016861438927607553 -0.070234546518844115 0.01252956163315546 -0.0028896652162075046 0.0077088732272386556 0.0036346464254590986 0.026802277840673922 -0.073741189058384171 -0.0073957611620426179 -0.04641348189907149 -0.024506666418164971 0.046638857935996432 0.050984517236550654 -0.057056155395896535 -0.0029509859373541298 0.024624696746468545 -0.027128990540014847 0.055195992375197622 0.074666306003928193 -0.017231859160321102 0.012169807102402737 -0.029896609022937438 0.043474130590374659 0.013506355481222272 -0.056713602896779784 0.0017425970149201318 0.0071227054182214271 0.062446130290627483
leaf_weight=26 23 3699 33 23 21 20 21 77 25 23 35 24 27 38 21 23 37 38 28 23 26 21 29 27 26 20 20 37 66 20
leaf_count=26 23 3699 33 23 21 20 21 77 25 23 35 24 27 38 21 23 37 38 28 23 26 21 29 27 26 20 20 37 66 20
internal_value=0 -0.000624398 -0.0393214 0.00358454 -0.0220323 -0.0389113 0.00625036 0.00470975 -0.0136219 -0.0348673 0.00801606 -0.00825798 0.0121459 0.0148133 0.0111816 0.00850256 -0.00622731 0.0194471 0.0259714 0.0107853 0.0449541 0.00669974 -0.00713487 0.00440054 0.0162086 -0.0114273 -6.03607e-05 -0.0187684 0.000221371 0.0199886
internal_weight=0 3898 56 679 64 43 615 589 90 44 499 101 398 371 333 312 133 179 144 80 64 46 57 110 63 47 3842 57 3785 86
internal_count=4577 3898 56 679 64 43 615 589 90 44 499 101 398 371 333 312 133 179 144 80 64 46 57 110 63 47 3842 57 3785 86
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=14 8 28 15 10 7 1 10 15 5 7 10 18 28 7 7 20 20 18 7 10 26 13 7 5 20 20 8 7 1
split_gain=1.02547 4.50609 9.26663 7.85098 8.84163 8.69527 9.64241 7.16726 5.77581 5.87607 5.29492 7.8647 7.17671 6.36546 6.88088 5.96399 14.6095 7.91672 5.20184 4.93913 6.01414 4.04323 3.52494 3.22569 3.07109 2.74369 7.14651 3.70498 5.50856 10.9889
threshold=0.056070689640014854 784.0459295929594 1.0000000180025095e-35 1044.8000000000002 104.50280898876406 709.12963568193766 392.18079210114666 93.103518201966779 838.50000000000011 165.0503533568905 742.15495162557409 249.88132727668847 1.2027021191612937 1.5000000000000002 496.79705535287036 830.50681559403847 2.6379211174686361 3.4948616340043892 1.3473164727719606 254.6012469546628 175.34348400523285 2.5000000000000004 107.00018003744781 669.7197729877488 180.36599082790249 4.1648017275135336 3.9609792245292783 1022.2479349322514 1217.9050085514316 632.64020634256883
decision_type=2 2 2 2 2 2 2 2 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 7 6 -5 24 9 -6 11 13 -13 -3 18 16 -12 -18 -15 -11 -21 -10 -14 -16 -4 26 27 -17 29 -29
right_child=-2 10 3 5 8 -7 -8 -9 21 19 15 12 22 14 23 25 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.073037108949021157 0.001687062980729371 -0.01143996020907472 -0.03199913994564365 -0.013848883548052983 0.032631548686573905 0.028140268032439054 -0.083112980083033861 -0.074696788818321452 0.01858430299907923 -0.051650885719320055 -0.089631852937432435 0.045650134889874606 -0.054364014821855926 0.045419036207551305 0.083469951656811384 0.029281397441047286 0.032314391245105954 -0.045129251861098139 -0.023348276935179126 0.044304418360645123 -0.02206045384001401 0.07890768590383232 -0.007207368129827813 0.038071269879181836 0.017607367721099693 0.020199515647254886 -0.050111258749304145 -0.034384683747775854 0.0014164978912024684 0.0095848084621057653
leaf_weight=23 2016 29 24 44 45 20 37 22 25 23 26 20 23 22 34 42 33 22 22 22 36 20 51 29 26 64 29 130 1517 101
leaf_count=23 2016 29 24 44 45 20 37 22 25 23 26 20 23 22 34 42 33 22 22 22 36 20 51 29 26 64 29 130 1517 101
internal_value=0 -0.00132804 -0.0115841 -0.00747532 0.00226426 -0.0309082 -0.045488 -0.0271322 0.0146417 0.00365849 0.000387532 0.014743 -0.00749942 0.0301165 0.0413795 -0.00129361 -0.0278629 0.00133693 0.0110354 -0.0124376 0.00311243 0.0453947 -0.0218642 0.0625721 -0.00620376 -0.000150693 -0.000866698 -6.88811e-05 -0.000774094 -0.0151599
internal_weight=0 2561 367 344 243 101 81 72 171 126 2194 230 94 136 107 1964 81 55 44 81 58 45 74 63 50 1883 1819 1790 1748 231
internal_count=4577 2561 367 344 243 101 81 72 171 126 2194 230 94 136 107 1964 81 55 44 81 58 45 74 63 50 1883 1819 1790 1748 231
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=10 9 10 29 4 8 22 0 3 24 22 8 24 8 9 21 9 20 22 7 8 17 24 1 1 3 26 22 23 9
split_gain=0.965222 5.93763 3.64573 11.065 11.1113 3.42735 3.31586 3.3115 6.06994 6.72771 8.79397 3.24674 3.07186 2.49403 3.39421 2.07133 3.08591 2.56409 2.23272 1.88757 5.64446 3.18484 5.74005 2.07509 5.97975 5.38471 5.3579 5.79891 10.9683 8.92916
threshold=62.08834057929456 89.179628336095334 72.775713435702485 170.00000000000003 331.59830540236391 321.66605150918639 -0.20316920046450357 488.15982019033055 255.46431525437626 -0.048224307615204305 -0.16758199085070147 212.2869028910674 -0.020328857280966322 168.61071879820381 75.428382511310403 1.328512333505574 59.668742026669939 1.8697948177008084 -0.21558094168976411 106.12277006326451 258.38964967277133 1.9124585916875907 0.012961951050369952 471.3578731953275 476.93978553011306 633.9692577174427 4.5000000000000009 0.093731485378302615 0.025656930954151471 192.42035529551433
decision_type=2 2 2 2 2 2 2 2 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 6 3 4 -3 -5 12 8 11 -10 -11 13 -2 15 -15 16 -1 -18 -17 20 -4 23 -23 25 -25 26 27 28 -21 -30
right_child=1 2 19 5 -6 -7 -8 -9 9 10 -12 -13 -14 14 -16 18 17 -19 -20 21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0042385028549626978 0.020382137913256885 -0.0079547660951705089 -0.054243645980339199 0.036037298298573925 -0.1085633397102356 -0.01816352498717606 0.0049066704930737616 0.033649361106966223 0.0020614062586138326 -0.10712940017692746 -0.014476350539674363 0.024419067601080646 0.075806458815932287 -0.054366479052061392 0.0025539052998647099 -0.00039288659146918424 0.0039953196696429095 0.052275663038546395 -0.041277573697946296 -0.0026808952858128486 0.018394770864397288 -0.0036973943268614157 0.065464536455415542 -0.043854373490268536 -0.00098637166198011048 0.036804491433355478 0.0090222667471646992 0.0054731816933781376 0.00042311063801337562 -0.062397024207166397
leaf_weight=89 20 23 23 28 21 20 32 21 31 20 21 44 20 22 20 34 22 22 22 367 20 28 21 33 2334 46 646 428 35 64
leaf_count=89 20 23 23 28 21 20 32 21 31 20 21 44 20 22 20 34 22 22 22 367 20 28 21 33 2334 46 646 428 35 64
internal_value=0 0.000429396 -6.61007e-05 -0.0197502 -0.0559725 0.0134536 0.0288998 -0.00491121 -0.00724485 -0.0330929 -0.059673 -0.000477365 0.0480943 -0.00521954 -0.0272615 -0.000321322 0.00647169 0.0281355 -0.0164547 0.000381596 -0.0204583 0.000605514 0.0259434 0.000291434 -0.00158402 0.00309043 0.00208339 -0.00293061 -0.0106491 -0.0401879
internal_weight=0 4209 4137 92 44 48 72 368 347 72 41 275 40 231 42 189 133 44 56 4045 43 4002 49 3953 2367 1586 1540 894 466 99
internal_count=4577 4209 4137 92 44 48 72 368 347 72 41 275 40 231 42 189 133 44 56 4045 43 4002 49 3953 2367 1586 1540 894 466 99
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=28 24 24 29 18 14 29 10 13 12 5 11 2 19 9 13 15 15 12 19 26 1 13 13 29 26 1 22 12 9
split_gain=0.964515 3.49639 6.41822 6.78421 8.86699 4.42276 3.86077 3.53512 3.36287 3.29023 7.03733 5.19848 6.14018 3.80119 11.6426 6.36563 9.06449 6.22557 6.20535 5.75253 5.03729 9.35502 10.1824 4.87592 4.67538 4.79994 4.50805 4.43547 4.3342 6.06338
threshold=5.5000000000000009 -0.036100010996553668 -0.052702461786903861 85.000000000000014 1.4920875484390119 0.21238451913587245 200.00000000000003 108.71898496240603 186.34034171418639 3624.2181274200825 445.56603425181794 274.71380637790907 912.78453232793208 0.82020754589670442 196.05430136511544 108.89194482183201 1068.0999999999997 742.82499999999834 1001.5137288786483 1.2100691372885677 7.5000000000000009 360.17711138226502 92.271040293618142 123.75507410908146 125.00000000000001 1.0000000180025095e-35 300.39210589294925 -0.002933973038925048 2078.9888861138866 367.95000000000005
decision_type=2 2 2 2 2 2 2 2 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 8 -1 -4 -8 -5 13 11 12 -11 14 24 20 17 -17 19 -18 28 -22 -23 -19 -3 -26 -27 -25 -15 -30
right_child=-2 9 6 4 -6 -7 7 -9 -10 10 -12 -13 -14 15 -16 16 18 23 -20 -21 21 22 -24 27 25 26 -28 -29 29 -31
leaf_value=-0.0016186941669068555 -0.0012147369443269082 0.035724352653427376 0.068672983305385488 0.010270902420640649 0.06126373594005903 -0.066593485679477454 -0.01121698595583439 0.044252506296874751 -0.032620699346065526 -0.050043022781610491 -0.057891168718536695 0.030185852351132782 0.021488921791315081 -0.0027245507426708442 -0.066177753469144757 0.011988103471066752 -0.069211988076567657 0.095680715963244442 0.0091099842330685243 -0.0047557407397673364 0.020875121508875202 -0.094275268511130272 -0.013060037115294682 0.0047857989896210318 0.019463890453981652 -0.061640388550965687 -0.0065643647109113997 0.063590038053948306 0.040364759699602071 -0.01144412729788471
leaf_weight=22 2692 29 26 68 30 20 20 27 25 30 30 32 20 631 33 71 20 20 343 45 31 26 38 23 36 23 42 29 58 37
leaf_count=22 2692 29 26 68 30 20 20 27 25 30 30 32 20 631 33 71 20 20 343 45 31 26 38 23 36 23 42 29 58 37
internal_value=0 0.00173479 0.0130643 0.00214142 0.0139904 -0.0325591 0.0377531 0.0206485 -0.0012591 9.76084e-05 -0.0164491 -0.00128738 -0.0214302 0.00130493 -0.0131325 0.00302016 0.0113347 0.0329997 0.00374136 -0.0245884 -0.00256002 -0.0242138 -0.0460537 0.0537194 0.000332877 -0.00982903 -0.0260528 0.0375805 0.00027346 0.0201866
internal_weight=0 1885 238 165 123 42 73 47 93 1647 112 82 50 1535 163 1372 551 143 408 65 821 95 64 72 130 101 65 52 726 95
internal_count=4577 1885 238 165 123 42 73 47 93 1647 112 82 50 1535 163 1372 551 143 408 65 821 95 64 72 130 101 65 52 726 95
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=17 17 6 20 17 20 13 22 22 25 25 24 27 18 9 7 17 25 22 25 20 9 7 11 17 17 12 20 25 24
split_gain=0.945028 3.28312 5.90535 4.39466 6.57561 3.41725 7.11946 4.04197 12.5539 8.4675 6.11389 8.08168 4.70051 4.491 7.51286 5.34031 3.8476 6.1312 9.70703 4.93603 6.62721 3.71069 3.6018 4.72884 3.02769 4.07864 3.62115 2.86762 2.85054 6.62402
threshold=1.2961144170586805 1.3163894035409973 436.65902497985502 2.9532598473427005 1.4185545411407043 2.6876560886995171 104.38409873708382 0.035050935422852904 0.059687610766345732 0.21118585278851232 0.047010540663105095 0.084341365266267052 7.5000000000000009 1.192766827199405 191.19327445652178 518.24675364766188 1.3885958241182419 -0.034808266732659042 -0.1186160114798359 0.011465783024230734 1.6384929701098652 208.02870503597126 294.46693964014111 299.9389814978303 1.5275955429031762 1.4397385702931194 2093.7594935451129 1.784768874201162 0.028793958571428739 0.048076764929127797
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 -2 5 -5 7 -7 10 -9 13 11 16 27 14 -10 -15 17 -3 -19 22 -21 -20 -18 -24 25 -25 -26 -12 29 -1
right_child=1 3 -4 4 -6 6 -8 8 9 -11 12 -13 -14 15 -16 -17 19 18 21 20 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.0044412059774044761 -0.006667588536555951 0.0072560326841673546 -0.06880606219172479 0.058932618552353239 0.0035308740564576561 -0.068199019149566692 0.0029374879634226948 -0.078117214157073595 0.014081322401762009 -0.050438487785117281 0.03545010869755693 -0.06023207091442917 0.050887172095826827 0.058587136173396018 -0.060677203265950087 -0.0032139960167653584 -0.0031044801371010759 -0.091930169026766512 -0.034499699226580562 -0.0032302872091531753 0.078177382722496996 0.01751675201812759 0.060972257629036908 0.00039574569673277442 -0.041978495647864683 0.056328770878132095 0.016747266737123331 -0.0086657516294863166 -0.00060103517630765411 0.050375689543557894
leaf_weight=645 65 68 20 29 82 24 34 27 41 31 23 23 40 29 20 27 433 21 32 20 20 24 20 32 21 22 21 41 2609 33
leaf_count=645 65 68 20 29 82 24 34 27 41 31 23 23 40 29 20 27 433 21 32 20 20 24 20 32 21 22 21 41 2609 33
internal_value=0 -0.0022937 -0.0212884 -0.000953826 0.0180052 -0.00287746 -0.0264983 -0.00155505 -0.0154098 -0.00396996 0.00126096 -0.00186243 0.0239956 0.00834222 -0.0104297 0.0287902 -3.34107e-05 -0.0146256 -0.0339496 0.00355889 0.0374735 -0.0122069 0.00108788 0.0167369 0.00752126 0.0231833 -0.0126156 0.00718839 0.000900175 0.00667696
internal_weight=0 1290 85 1205 111 1094 58 1036 175 148 861 757 104 117 61 56 734 145 77 589 40 56 549 116 96 54 42 64 3287 678
internal_count=4577 1290 85 1205 111 1094 58 1036 175 148 861 757 104 117 61 56 734 145 77 589 40 56 549 116 96 54 42 64 3287 678
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=20 20 3 3 3 23 23 2 13 23 0 3 19 20 13 17 19 19 20 20 10 2 0 10 23 13 13 5 6 18
split_gain=0.940553 3.81032 3.85484 6.37034 3.03854 4.91054 8.13699 5.22317 5.68274 3.53541 3.32406 7.92201 3.6092 2.84665 5.03371 3.14639 6.48992 7.83926 3.06959 3.22058 3.04594 2.58188 2.09899 4.80386 3.62455 1.64217 5.89819 6.90213 12.0818 5.90975
threshold=3.7165071886661165 3.8080857278776947 520.79565063191251 491.36398822227238 467.85962873141648 0.41865379509877437 0.50458444233761035 350.68665730645546 71.183415563057238 0.33980772209310939 144.87817199248124 339.94990738084351 1.202672224618287 3.2807338877685566 197.99468085106386 1.1975649030443203 1.1224659413975779 1.2900997377882912 3.5881169775913766 3.4551853272604114 134.31244939271258 529.95045781976376 338.5547884841364 183.00769971126087 0.64026379148612644 104.38409873708382 99.047431980212437 379.73729313811424 638.68222701924822 1.1837427736521038
decision_type=2 2 2 2 2 2 2 2 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 4 5 9 -7 -8 -9 10 -3 12 -12 25 15 16 -15 -18 19 21 -17 -19 24 -24 -4 26 -1 29 -29 -28
right_child=1 2 22 -5 -6 6 7 8 -10 -11 11 -13 -14 14 -16 20 17 18 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00068742804275379304 -0.036575147575315312 0.014311520189245339 0.025505055642376345 -0.061852949028834703 0.034126949305646123 -0.079768396488257828 0.031520756533559922 -0.066071003274105131 0.0044922082163393494 0.034171791059235415 -0.077101073684170851 0.017571807212920655 -0.018405738566070796 0.070250543331106516 -0.036966782925883311 -0.035443659962731459 -0.021065821843645114 0.059150049657277437 0.059168943490546494 -0.0074725256966693063 0.013881852742164367 0.011231978349810975 0.052521176478176404 -0.0086610925871701463 -0.032136113489978017 0.0019342069797796471 0.041075400058180098 -0.10700053901157597 0.00038959030061960223 -0.019776445192497084
leaf_weight=1878 34 61 24 20 20 21 22 21 25 31 20 36 22 24 20 21 44 23 26 28 31 22 33 21 20 1888 20 22 20 79
leaf_count=1878 34 61 24 20 20 21 22 21 25 31 20 36 22 24 20 21 44 23 26 28 31 22 33 21 20 1888 20 22 20 79
internal_value=0 -0.00444608 -0.00169447 -0.00733585 -0.00342782 -0.0063278 -0.025358 -0.00855484 -0.0277214 0.00363509 -0.00317525 -0.0168508 -0.0463559 0.000462195 0.0110566 0.0154423 0.0221307 0.0140547 0.0296638 0.0191551 -0.00603807 0.0357234 0.0155175 0.0287281 -0.000695476 -0.000185886 -0.00216842 -0.021894 -0.0558624 -0.00748314
internal_weight=0 431 397 299 279 259 89 68 46 170 139 78 42 4146 239 219 167 143 99 73 52 45 98 54 44 3907 2019 141 42 99
internal_count=4577 431 397 299 279 259 89 68 46 170 139 78 42 4146 239 219 167 143 99 73 52 45 98 54 44 3907 2019 141 42 99
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=27 2 16 16 2 19 20 20 16 27 25 15 2 2 18 4 23 10 15 10 24 26 27 18 22 22 24 16 3 2
split_gain=0.84735 3.85916 3.93611 3.74521 3.02526 1.10554 1.08351 6.66723 8.77995 3.40596 2.96722 2.4166 5.10021 7.24064 5.6468 4.5021 5.9328 3.43574 3.37206 5.34554 3.17538 2.79473 2.64531 5.54227 3.61389 4.01543 2.62611 2.6245 2.45156 2.43369
threshold=2.5000000000000004 436.73674512613269 178.50000000000003 213.20000000000002 377.02830064973608 1.2931669337295497 1.5441092143557105 1.5661806656503632 471.50000000000006 8.5000000000000018 -0.044052029634596694 552.50000000000011 248.79150373520272 231.9375666586819 1.3122486631170358 396.78677905572289 -0.06424223509564346 59.080056678640069 584.50000000000011 97.08636822217332 0.25883057818589777 6.5000000000000009 11.500000000000002 1.5965308148378592 0.46775236097130973 0.45386952889579263 0.16311871222437477 213.20000000000002 181.80322142172975 324.02414545990536
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 9 8 -8 -2 -11 12 13 20 21 16 17 27 19 -13 26 -14 24 -24 25 28 -9 -16 -20 -19
right_child=6 3 4 5 -6 -7 7 11 -10 10 -12 18 14 -15 15 -17 -18 29 22 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0067441053072868204 0.0056906425508986107 0.048780911680190796 -0.0090138931897141648 0.024152793464406085 -0.057286739556584511 0.00064169792924076321 -0.082708864780547842 0.0019849182986136941 -0.0017082289850804955 0.00041576785345872241 -0.042988725339195566 -0.060217124626040466 0.069395374089479447 -0.062657140993646207 0.0092108448346455898 0.053159542605280878 -0.048213459476828577 0.044931015682717165 -0.036208550687879329 -0.00035930248354939192 0.035371094044636599 0.021094342223975972 0.056684880726970734 -0.0088029876584187153 -0.039975203511615598 0.04364203527569771 -0.038975935722701249 -0.038606462221254002 -0.0010812566737277724 0.010699786723384428
leaf_weight=104 602 31 37 30 20 60 23 72 32 36 28 25 25 21 24 20 20 27 20 37 22 23 24 28 24 20 20 22 3010 90
leaf_count=104 602 31 37 30 20 60 23 72 32 36 28 25 25 21 24 20 20 27 20 37 22 23 24 28 24 20 20 22 3010 90
internal_value=0 0.00531004 -0.00483144 0.0188041 -0.0259517 0.00847873 -0.000348645 -0.00102907 -0.0355812 0.00335893 -0.0185737 -0.000497346 0.00697557 -0.00869808 0.0154056 0.00811211 0.00318889 0.00949593 -0.00140216 -0.0244955 0.00124175 0.0462511 -0.000944134 0.0214222 -0.00132248 -0.00101833 -0.00691962 -0.0136583 -0.00131312 0.0185993
internal_weight=0 282 161 121 57 90 4295 3629 55 666 64 3574 386 135 251 203 183 163 3188 62 114 48 3126 52 3074 3050 92 46 3030 117
internal_count=4577 282 161 121 57 90 4295 3629 55 666 64 3574 386 135 251 203 183 163 3188 62 114 48 3126 52 3074 3050 92 46 3030 117
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=12 12 22 26 16 22 7 7 7 21 5 16 0 12 17 16 28 22 10 13 13 7 4 12 4 12 4 12 5 5
split_gain=0.934412 5.17167 5.09066 4.98082 4.48526 3.45796 4.39708 9.37139 4.57929 4.25923 3.93049 4.96502 3.41183 3.17789 5.26301 4.14299 3.02981 2.75577 2.68027 2.50651 3.14119 7.46859 5.08403 4.74736 5.09389 4.22027 2.5583 2.27236 1.81722 5.02999
threshold=536.97331759149949 504.95556186129016 -0.01602460019536987 1.0000000180025095e-35 480.10000000000008 0.07219199354248898 1258.8908766233769 1348.5481412987504 1634.28064318989 0.45407552650012578 290.54252123762313 150.10000000000005 96.443960530284713 682.68414232904752 0.96169101476442498 446.20000000000005 8.5000000000000018 0.3176112278958062 244.77141776275582 58.644280306441551 64.224271278986549 2333.581429317574 326.85160763467587 1330.4693284422337 205.76669832225392 988.13399592630526 261.66951801806016 702.91704251269164 107.55954592363263 121.25561233300893
decision_type=2 2 2 2 2 2 2 2 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 5 9 10 -8 -9 -1 11 12 -7 14 17 -16 -14 18 -2 -15 21 22 23 24 -21 -24 -25 -22 -29 -30
right_child=13 2 3 -5 -6 6 7 8 -10 -11 -12 -13 16 19 15 -17 -18 -19 -20 20 27 -23 25 26 -26 -27 -28 28 29 -31
leaf_value=-0.047216346247061614 -0.050120008665890926 0.010248189840627753 -0.0095079233781212857 -0.07345591755262737 0.037461108298351371 -0.0081879143342375761 -0.063256338931620124 0.030370027032729827 -0.028746132571250201 -0.005774422348927586 0.058278437256813059 -0.028946855127811436 0.066142584667319357 -0.028074345705681483 0.015736935174681693 0.059868093135838331 0.017259192655910739 0.011793626788338382 -0.0028594288509339095 0.00075104502232178406 -0.0255575683239537 -0.03381927289344646 0.01918200038018681 0.010882985033094884 0.069755999371409416 0.081186456670579707 -0.039090848279496035 0.008543429420748299 -0.027403524054347407 -0.00032024402020496625
leaf_weight=31 21 23 21 29 30 25 25 38 20 124 20 25 21 32 117 26 32 42 28 23 36 27 21 20 20 23 21 218 70 3368
leaf_count=31 21 23 21 29 30 25 25 38 20 124 20 25 21 32 117 26 32 42 28 23 36 27 21 20 20 23 21 218 70 3368
internal_value=0 -0.00425402 -0.0286874 -0.0465978 0.000307714 -0.00277983 0.0057098 -0.0120755 0.00998514 -0.0140628 0.0177113 0.00983417 0.022264 0.000479908 0.0117972 0.0237608 0.0366281 -0.00700277 -0.023114 -0.000202804 2.90363e-05 0.0139751 0.0240567 0.00963269 0.0328464 0.0515934 -0.0147134 -0.000556455 -0.000310274 -0.000871678
internal_weight=0 464 73 50 391 361 206 83 58 155 123 103 78 4113 234 143 53 91 49 3879 3847 155 128 84 43 44 41 3692 3656 3438
internal_count=4577 464 73 50 391 361 206 83 58 155 123 103 78 4113 234 143 53 91 49 3879 3847 155 128 84 43 44 41 3692 3656 3438
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=12 10 4 8 15 19 21 21 21 12 26 22 4 26 24 26 8 2 10 8 8 12 8 2 14 7 14 19 4 12
split_gain=0.926113 11.2605 3.22608 3.42773 6.86225 2.03012 2.93863 5.23519 4.75289 2.92465 7.47512 6.1508 7.36563 4.51041 3.25262 4.84388 7.21756 12.6611 2.99662 2.635 2.9674 2.51437 2.37591 2.21363 3.93869 2.18878 2.05204 1.87623 1.82246 9.10587
threshold=351.24611646746774 230.28370434615019 384.59048549868174 1596.8658895839396 622.50000000000011 1.606664219592904 0.52455535182707747 0.62612743400277304 0.37003724349178541 682.68414232904752 2.5000000000000004 -0.037727892516744709 368.97738887281849 6.5000000000000009 0.68708529089639736 1.0000000180025095e-35 289.42530497174306 571.07794952190818 402.77226117354445 1725.4277777777781 1575.3562211981568 702.91704251269164 1746.1119545990568 335.0578315998747 0.059623832788880685 132.53385956165241 0.019871957333855408 1.1224659413975779 162.08048572125946 1244.6851404716706
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 8 -8 26 10 14 -12 -13 -14 15 18 -17 -18 25 20 23 -11 -16 -9 -25 -2 -7 -27 29 -23
right_child=5 -3 -4 -5 -6 6 7 19 -10 21 11 12 13 -15 22 16 17 -19 -20 -21 -22 28 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.0037489362074924052 -0.0086831164822258333 -0.072337574698030954 0.034822093150936644 0.024942376716963709 -0.055965296703356288 0.013012589274772578 0.037818594109909287 0.0056639939509332184 -0.054817450971853345 -0.030442096141201483 0.081028518107320591 -0.013807136091802803 0.082637369241565464 0.016282147364247414 0.0016997746347139282 0.0026674974547137346 -0.10925250330008568 -0.003421660770590489 -0.021630941553471183 -0.035658203900374212 0.03113427861508998 -0.038194890397692652 0.045332016129731742 -0.052406360112130651 0.0026776859950688151 0.049932514601165344 -0.027299492563242503 0.015417882283439949 0.00075055816215616709 0.0049619113612670903
leaf_weight=67 27 23 26 31 27 28 29 50 31 27 21 35 20 21 24 63 20 26 26 29 22 71 26 25 27 21 23 63 3491 157
leaf_count=67 27 23 26 31 27 28 29 50 31 27 21 35 20 21 24 63 20 26 26 29 22 71 26 25 27 21 23 63 3491 157
internal_value=0 -0.00715552 0.00277287 -0.00389336 -0.013403 0.000282775 -0.00821944 -0.00113767 -0.0239375 0.000825077 0.00903193 0.0331239 0.0198871 0.0486505 0.00113692 -0.00358902 -0.0193207 -0.0494351 0.00892745 -0.00852154 -0.00217506 -3.59197e-05 0.0243885 -0.00935943 -0.023805 0.0160853 -0.00516737 0.0240465 0.00018483 -0.00847727
internal_weight=0 174 151 125 94 4403 264 182 82 4139 393 97 76 41 296 246 109 46 137 153 124 3746 50 102 52 111 51 84 3719 228
internal_count=4577 174 151 125 94 4403 264 182 82 4139 393 97 76 41 296 246 109 46 137 153 124 3746 50 102 52 111 51 84 3719 228
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=14 20 20 26 28 21 29 14 10 19 16 20 20 6 26 8 14 25 29 21 19 19 20 20 19 25 29 20 8 19
split_gain=0.935878 4.82383 4.43586 3.90846 3.29429 3.20287 2.7367 1.95132 5.06055 4.67062 3.90531 3.28916 5.41421 4.8992 3.5135 3.43684 3.55615 3.04284 5.38481 5.52427 4.37796 4.07162 3.5404 4.85867 3.56402 4.42269 4.58756 4.27846 3.30228 10.4197
threshold=4.7475208353788495e-05 2.0865415938045095 2.5727610897078459 5.5000000000000009 5.5000000000000009 0.5179681172834032 125.00000000000001 0.00031009786424980465 264.80874048412733 1.0656533035622069 678.57500000000016 2.5197786550505943 2.6658865841603041 180.48105242489694 2.5000000000000004 2581.7492668621703 0.00010139908645768575 0.57982462258625211 50.000000000000007 0.47567371429998695 1.261755620329154 0.97244841897423451 2.0962146678325477 2.1739195095951431 1.1058142951123162 0.62510604345071752 75.500000000000014 3.0749064417903633 2322.025486725664 1.2201018174245835
decision_type=2 2 2 2 2 2 2 2 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 -3 -1 -4 -6 8 9 -2 11 13 14 -11 -13 -15 -17 -9 19 20 -19 -20 -23 -24 27 26 -26 -25 29 -27
right_child=7 2 5 -5 6 -7 -8 17 -10 10 -12 12 -14 15 -16 16 -18 18 21 -21 -22 22 23 24 25 28 -28 -29 -30 -31
leaf_value=-0.038776574762804168 0.043638128302991394 0.078012641929090021 -0.01687610733435687 0.018703174635767938 -0.020420914083719256 0.033081264243949027 0.0250991504373295 -0.00076158617161794628 -0.043639475676943276 -0.029341214746236799 -0.038292564802310053 -0.01409709346683129 -0.0022927686743034453 -0.010417421162128449 -0.069371121085208404 0.050076678902324701 0.010898634120105551 -0.019034703339760504 -0.020642179108567929 -0.049849586453168622 0.037587567935274409 0.047231389662443564 -0.029945056416370255 0.0047142170299775896 0.072646219020878727 -0.0418341649782277 0.0073024688288569452 0.06573750958260563 0.025272018585756825 0.010669644733117718
leaf_weight=28 20 20 33 25 25 21 28 3346 34 30 34 23 143 38 23 36 65 36 38 31 22 29 27 20 22 46 21 27 74 212
leaf_count=28 20 20 33 25 25 21 28 3346 34 30 34 23 143 38 23 36 65 36 38 31 22 29 27 20 22 46 21 27 74 212
internal_value=0 0.00706742 0.021875 0.0450629 -0.0110307 0.00255176 0.00362742 -0.000289319 -0.00655939 -0.00349938 -0.00590436 -0.00282838 -0.0118922 0.00730813 -0.0417341 0.0152181 0.0248631 0.000418464 0.00694483 -0.0157715 0.00244271 0.0108629 0.0133675 0.0111803 0.0138116 0.0105581 0.0407342 0.0397702 0.00664977 0.0013085
internal_weight=0 180 99 45 81 54 53 4397 446 412 392 358 189 169 46 139 101 3951 605 89 58 516 478 449 422 375 43 47 332 258
internal_count=4577 180 99 45 81 54 53 4397 446 412 392 358 189 169 46 139 101 3951 605 89 58 516 478 449 422 375 43 47 332 258
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=21 23 23 28 23 23 21 21 8 8 19 24 23 18 8 18 2 19 10 20 9 28 12 28 8 8 8 8 20 8
split_gain=0.88404 4.8282 8.23694 7.88963 4.70338 4.75083 3.55139 3.53163 7.79933 4.26096 2.57533 6.24914 5.98523 4.83841 5.17796 6.02458 4.01733 2.91869 2.8304 2.0951 2.04514 4.01195 1.9308 1.62458 5.56587 3.73375 1.62149 4.1228 6.10475 5.59188
threshold=1.1204825261732485 -0.10356652342604199 -0.065640136296095206 9.5000000000000018 -0.12689140708866423 -0.15683149360136486 1.1356065240726176 1.0679355026951263 252.99137034340316 466.86727887426906 1.3478785752489941 0.014794315768763769 -0.2042602850376363 1.4895265340137149 221.56239385636121 1.4059984303351112 466.19163719625493 0.87660099600998587 65.780390705460007 2.1212295670465111 136.47686261361488 10.500000000000002 362.94920797557995 13.500000000000002 258.38964967277133 263.23783830078804 245.01031403940888 228.08104210494227 2.3308582336268207 212.2869028910674
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 5 6 -2 26 -9 20 11 12 13 14 -8 -16 19 -13 -18 -15 -10 -22 -12 24 -20 -25 27 28 29 -1
right_child=1 2 3 -5 -6 -7 10 8 9 -11 22 17 -14 16 15 -17 18 -19 23 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0032925896346009372 -0.038679158946742183 -0.077131195495957927 0.032220177204430066 -0.045740928083658219 0.042132163017988208 -0.048866328969597819 -0.012777874372899534 0.070832457685504446 0.017151617833777614 0.032411824520677333 0.016679423805326225 0.00077267921614375987 -0.045850780344119782 -0.00026820346713066098 0.0072290087752044209 0.075355043745151284 0.0095651915153631799 0.044101362225582016 -0.075846674963831906 0.045504059419035917 -0.048930684981557233 0.0059233148271838829 -0.017537563662738242 0.02149363932284442 -0.0085988640727009628 -0.034004382382112522 0.00057484730027653136 -0.044388169574516793 -0.043666375592125189 0.045080001390090697
leaf_weight=208 23 23 27 25 25 21 25 22 23 40 20 22 27 20 25 27 39 53 20 20 24 30 94 22 32 27 3526 27 33 27
leaf_count=208 23 23 27 25 25 21 25 22 23 40 20 22 27 20 25 27 39 53 20 20 24 30 94 22 32 27 3526 27 33 27
internal_value=0 -0.00352087 -0.0273013 -0.00526112 -0.000230227 -0.0022787 -0.000306239 0.000548581 0.016206 0.00593439 0.00155968 0.00571774 -0.00106233 0.00364307 0.0246216 0.0426021 -0.00533109 0.0313916 -0.0133165 0.0226179 -0.00782013 -0.0184562 -0.0115346 -0.022152 -0.0344634 -0.0090869 -2.10044e-05 -0.00714295 -0.00339063 0.00226511
internal_weight=0 617 75 52 542 517 496 3960 139 117 473 359 284 257 77 52 180 75 140 40 77 54 114 101 52 49 3821 295 268 235
internal_count=4577 617 75 52 542 517 496 3960 139 117 473 359 284 257 77 52 180 75 140 40 77 54 114 101 52 49 3821 295 268 235
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=15 21 7 21 21 21 24 15 15 2 23 2 2 15 3 3 17 4 5 3 29 15 3 14 27 21 15 19 17 8
split_gain=0.902269 2.25101 1.71144 1.51341 2.03252 2.67973 2.46398 1.48068 3.42063 7.20756 5.40335 2.99729 8.77965 4.48572 7.69585 5.37513 4.29955 5.02638 7.96625 5.09631 4.03818 3.93051 5.62659 4.53761 5.12045 4.04151 9.68854 6.65902 6.24552 5.0044
threshold=3021.0500000000006 0.56144331766866784 2122.5763139949818 0.32996552404389529 0.40101272499710422 0.44774383202552387 0.84610527348671138 1520.9999999999998 1468.9999999999995 848.50433244496082 0.42497596761122985 707.47605714726876 679.02832507398659 1670.3499999999997 719.42869445015242 719.42869445015242 1.0825361171883643 299.36410105419282 401.43805720882386 1084.5987062029046 65.000000000000014 1887.5999999999997 1144.6205595497506 0.00031009786424980465 7.5000000000000009 0.26430605714513727 2119.1000000000004 1.2128645081615794 1.0086797874250206 2276.1583333333338
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 -5 -6 -7 8 -1 10 -10 12 -9 15 20 -13 21 -18 -19 -20 -15 22 23 -16 -25 26 -23 29 -28 -27
right_child=1 -3 3 4 5 6 -8 11 9 -11 -12 13 -14 14 16 -17 17 18 19 -21 -22 25 -24 24 -26 27 28 -29 -30 -31
leaf_value=0.00044848317223904481 0.029562104997845992 -0.025310266367159787 -0.011945851080389203 0.035620251190490448 -0.028295945283025505 0.028584548197686674 -0.013080616092140025 -0.0049704241963637458 -0.034873255443843926 0.071841588651850113 0.032463785303899872 -0.065618490682682024 -0.064472631195870531 0.010782050585555959 -0.015784926719165274 -0.010015360237227463 0.019732323677881677 -0.064657004901341034 -0.020040507320663894 0.034344045915419147 0.057393471414552012 -0.075315580486009517 -0.026022141784429548 0.014468775943029101 0.061111071972219759 0.036866724546322775 0.020594906422269087 -0.010038733676739152 -0.038661729994005176 0.0053516807526239234
leaf_weight=2884 36 20 38 26 20 40 22 143 22 21 26 20 30 41 21 133 34 35 96 21 34 24 25 52 43 62 46 264 29 269
leaf_count=2884 36 20 38 26 20 40 22 143 22 21 26 20 30 41 21 133 34 35 96 21 34 24 25 52 43 62 46 264 29 269
internal_value=0 0.00653418 0.0100336 0.00521831 0.0112576 0.0035328 0.0138001 -0.000301692 0.000974922 0.0229786 0.00160097 -0.00295278 -0.0152887 -0.00124412 0.000994993 -0.0172837 -0.00127613 -0.0150256 -0.0228004 -0.0102792 0.0319126 0.00178662 0.0170079 0.0262816 0.0355806 -0.00130589 -0.0200141 0.00180691 -0.00231766 0.0112548
internal_weight=0 202 182 146 108 82 62 4375 2953 69 48 1422 173 1249 1096 153 1021 186 152 117 75 835 141 116 95 694 99 595 75 331
internal_count=4577 202 182 146 108 82 62 4375 2953 69 48 1422 173 1249 1096 153 1021 186 152 117 75 835 141 116 95 694 99 595 75 331
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=0 0 4 4 15 0 18 18 12 10 12 1 15 12 12 6 4 0 26 12 10 18 16 4 4 16 24 24 8 8
split_gain=0.980414 3.09984 3.2234 3.3507 3.61135 2.5686 3.40853 4.02408 3.24008 8.82669 3.37019 6.88323 7.01965 4.35147 4.08143 5.07738 3.95456 3.9503 3.33013 2.83666 2.76453 2.74925 2.55592 4.71811 4.57309 3.43029 7.83577 21.0383 7.5496 5.93432
threshold=157.43754443244953 149.38624826581233 377.86392911752915 287.81933080962273 1044.8000000000002 177.42551065578957 1.4613606833419028 1.2752572488428624 351.24611646746774 195.62530995274912 504.95556186129016 430.42176548156641 1602.799999999999 536.97331759149949 682.68414232904752 317.06316636775739 393.25381679389318 366.51976955440813 2.5000000000000004 702.91704251269164 158.17117735051002 1.6012986353347312 123.85000000000001 182.8092530074652 132.34510127708614 196.80000000000004 0.38030959555231486 0.46144320226712326 362.18301822949712 2397.7000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -2 9 -7 11 -10 -13 16 15 17 -12 20 -17 -16 -15 -8 23 24 -21 26 28 -28 -24 -29
right_child=5 -3 -4 -5 -6 8 21 -9 10 -11 13 12 -14 14 19 18 -18 -19 -20 22 -22 -23 25 -25 -26 -27 27 29 -30 -31
leaf_value=0.0045065005050213139 -0.013000200583121261 0.032569781194130586 -0.032829263888299466 0.02987910221434302 -0.027792697132397921 0.0004135117567372772 0.026797690041363238 -0.068674542345106601 -0.0028418544779664707 -0.077552880793809897 -0.060962389172478162 0.08783093406818808 0.010380232535302639 0.046804484948515891 -0.031622837043913277 -0.011490888207481476 -0.0062277832266056177 0.073531040092486719 0.028887034977475801 0.024029422989115118 -0.0051446372643113138 -0.018826566769608432 -0.018926584467408247 0.032375671216471925 -0.028199002082998817 0.00033398105554995565 -0.12164695448707791 -0.023003977211573941 0.021684620070279898 0.024238042021855057
leaf_weight=308 37 36 25 45 39 53 25 20 70 20 22 22 25 20 29 64 33 21 30 30 21 28 80 66 38 3087 20 122 107 34
leaf_count=308 37 36 25 45 39 53 25 20 70 20 22 22 25 20 29 64 33 21 30 30 21 28 80 66 38 3087 20 122 107 34
internal_value=0 0.00441595 0.00198541 0.00420573 0.000876331 -0.00048507 -0.0155609 -0.0325351 -7.193e-05 -0.0209471 0.000314746 0.017033 0.0466338 -0.000196768 0.000210732 0.0160474 -0.0281216 0.0382614 0.00139568 -0.000473056 0.0201964 0.00269431 -0.000221007 0.0133292 -0.00515705 -0.000747305 -0.00994271 -0.0250871 0.00431084 -0.0127076
internal_weight=0 453 417 392 347 4124 110 57 4014 73 3941 117 47 3824 3769 156 55 62 94 3613 41 53 3584 134 68 3450 363 176 187 156
internal_count=4577 453 417 392 347 4124 110 57 4014 73 3941 117 47 3824 3769 156 55 62 94 3613 41 53 3584 134 68 3450 363 176 187 156
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=14 17 21 17 20 14 9 21 6 17 28 28 11 10 6 25 11 10 10 25 29 24 25 28 24 29 21 29 24 24
split_gain=0.845931 4.88926 4.55817 3.18291 1.68647 1.43766 4.95976 4.83966 3.57587 5.15635 2.58181 4.31771 3.4179 6.73402 5.13511 3.41213 3.27449 2.85024 2.85167 2.39323 4.40864 6.47269 10.2059 3.25537 3.17229 4.89208 3.49161 3.36169 6.24117 4.83492
threshold=4.7475208353788495e-05 0.96169101476442498 0.5881675917003486 1.0461708061925716 1.8697948177008084 0.00031009786424980465 410.31140282740415 0.62317726282648622 309.04537953795386 0.96314164350156528 9.5000000000000018 7.5000000000000009 137.84989253614694 120.73863636363639 181.23118575624085 0.82851165366727664 117.77083333333336 165.05555555555557 117.60989845479935 0.57982462258625211 50.000000000000007 0.75588573870561349 0.77862303730073168 26.500000000000004 0.65298905026559384 75.500000000000014 0.6288592941208585 185.00000000000003 0.75588573870561349 0.79489238997243361
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 8 -8 10 -10 11 12 13 -2 -15 17 -17 18 -12 -7 21 -21 -23 24 25 -22 27 29 -29 -26
right_child=5 2 -4 4 -6 19 7 -9 9 -11 15 -13 -14 14 -16 16 -18 -19 -20 20 23 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.030929542061660376 0.011889954505337252 -0.031061942002498639 0.036746762489730661 -0.01392143663764 0.022809696793556215 -0.00071407249854592021 -0.061772568472500504 0.0021701902151107788 -0.013084900596489511 0.048655025468718624 -0.020594643637951878 0.033981317034257309 0.011488440749582961 -0.083292428851127628 -0.013280298560857773 -0.023616771156398153 0.022955762036144734 0.0027010832428932194 -0.060807032054611326 0.019865610147483975 0.069351319302602313 -0.090449091103038795 -0.0017831151894129376 -0.022883614627965565 0.0061274604721499298 0.010621656739228481 -0.014460471964424902 0.023066213992596778 -0.044927084721900802 0.03145988625474274
leaf_weight=57 37 51 22 25 25 3346 29 20 24 31 45 35 67 20 22 26 36 25 29 34 23 21 34 29 192 37 57 27 27 124
leaf_count=57 37 51 22 25 25 3346 29 20 24 31 45 35 67 20 22 26 36 25 29 34 23 21 34 29 192 37 57 27 27 124
internal_value=0 0.00671922 -0.00450019 -0.0134847 0.00444413 -0.000275065 -0.00565698 -0.0356735 -0.00195217 0.021714 -0.00575813 0.00243638 -0.00512576 -0.0192163 -0.0466194 -0.0149706 0.00342534 -0.0264913 -0.0363536 0.000332461 0.00612039 -0.014434 -0.0356374 0.00966563 0.0116039 0.0331347 0.00857847 0.0121277 -0.0109304 0.016068
internal_weight=0 180 123 101 50 4397 446 49 397 55 342 181 146 79 42 161 62 99 74 3951 605 89 55 516 487 60 427 370 54 316
internal_count=4577 180 123 101 50 4397 446 49 397 55 342 181 146 79 42 161 62 99 74 3951 605 89 55 516 487 60 427 370 54 316
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=0 0 15 15 0 13 22 28 28 28 10 26 28 7 28 18 22 13 17 28 0 26 13 12 8 17 22 9 10 18
split_gain=1.0071 9.28031 11.3063 11.0299 7.51187 8.87204 6.36978 5.2721 4.74451 5.74413 7.02194 11.269 4.84351 4.42719 5.53926 3.91705 3.52757 4.15524 4.42527 3.36393 3.07402 6.24223 3.80121 7.68873 7.15742 12.091 11.7345 5.14796 5.0722 4.43696
threshold=545.05895084576093 582.83333333333337 1887.5999999999997 2365.6000000000013 488.15982019033055 87.024403167407499 0.24363892999957823 6.5000000000000009 18.500000000000004 11.500000000000002 205.34765606595997 6.5000000000000009 7.5000000000000009 2286.418210590939 16.500000000000004 1.2847675908154816 0.078340235308705833 104.06763993508854 1.1688760854400506 8.5000000000000018 480.34375963599445 5.5000000000000009 152.46221806950896 2429.2497156629393 596.38600067957884 0.99567952030738183 0.2107625804249228 149.76796333350097 208.19493985145886 1.280596271408299
decision_type=2 2 2 2 2 2 2 2 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 16 -4 13 7 8 -6 9 10 12 15 -7 20 -15 -12 17 -2 -19 -8 22 -22 23 -1 -24 -26 28 -25 -27 -28
right_child=1 -3 3 -5 5 6 19 -9 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 -21 21 -23 24 27 25 26 29 -29 -30 -31
leaf_value=-0.00014521544835846965 -0.056494534760713581 0.00085339967512733221 -0.12006064790434071 -0.019821293911208279 0.012616736857363812 0.051515348784385184 0.01714763287987028 0.070180701727910744 -0.039671430444078788 0.048012892959209595 0.026564928475353456 -0.068638742689584059 -0.011604970155167394 -0.053130803619112293 0.0092444426690538716 -0.02437253331478972 0.012873453733095147 -0.032298977083701177 0.02267270856709392 0.067049352909353641 -0.059758249074220664 0.012428334646898768 0.0019606588632110266 0.0026784509777518593 0.03468456091659685 -0.031210415757089938 -0.11380391411483289 0.029301978647708893 0.013420923836787958 -0.047193414755165579
leaf_weight=1970 24 1209 21 23 26 31 35 41 28 26 36 31 20 35 24 26 47 32 27 22 25 23 308 133 31 87 20 160 36 20
leaf_count=1970 24 1209 21 23 26 31 35 41 28 26 36 31 20 35 24 26 47 32 27 22 25 23 308 133 31 87 20 160 36 20
internal_value=0 -0.00225425 -0.023847 -0.0676628 0.000976088 0.0154595 0.00695104 0.0478424 -0.00152898 0.00475331 -0.00305745 -0.0194102 0.0267623 -0.000647749 -0.0277578 0.00520406 -0.00901708 -0.0214129 -0.00714244 0.0364079 -7.9141e-05 -0.0251688 0.000356413 0.00210273 -0.00751593 -0.0225612 -0.0334485 0.0172169 -0.0181476 -0.0804987
internal_weight=0 1383 174 44 3194 322 255 67 198 170 144 93 51 2872 59 62 130 83 59 57 2813 48 2765 2263 502 194 163 293 123 40
internal_count=4577 1383 174 44 3194 322 255 67 198 170 144 93 51 2872 59 62 130 83 59 57 2813 48 2765 2263 502 194 163 293 123 40
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=1 22 18 22 2 15 16 16 8 15 8 8 15 2 15 15 12 27 8 15 14 14 22 16 11 9 16 4 2 8
split_gain=0.841951 3.07589 3.27667 2.98021 4.40281 4.73261 4.17196 3.17233 2.53559 1.23154 3.09665 10.3814 4.94657 8.40599 4.32299 3.86621 8.24236 8.86682 6.30094 6.00199 4.97738 6.03046 4.82323 4.54533 3.41475 3.27035 3.92645 7.87945 6.22353 7.71947
threshold=1291.7626262626266 0.16115866532530923 1.1837427736521038 0.38887544015246067 1617.3084134827498 2825.2000000000003 608.17500000000007 791.50000000000011 3235.0833333333335 1520.9999999999998 796.93574168797966 836.58567939996522 945.60000000000002 532.93089244452506 1000.1250000000005 1080.2500000000002 1676.0317177405966 4.5000000000000009 596.38600067957884 1224.8 0.076720109568610237 0.1503044935794636 -0.017049176921476058 475.52500000000003 132.30769230769235 178.03524476312757 431.10000000000008 723.22099859599871 470.28237085378976 906.07894736842115
decision_type=2 2 2 2 2 2 2 2 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 -2 4 5 -3 -6 -8 -7 10 15 -12 13 -13 -14 -1 17 -17 -18 22 -19 -22 -20 -23 -16 -26 28 -28 -27 -30
right_child=1 3 -4 -5 6 8 7 -9 -10 -11 11 12 14 -15 24 16 18 20 19 -21 21 23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.00040132270523722752 0.059588825963437557 -0.016427750775919243 0.0047835790086537605 0.034021798589012844 0.010461536896499722 0.0091403384134173399 -0.072118569910526273 -0.017090061882680113 0.059494948629289869 -0.002712980509099459 0.044016886683124486 -0.0035890085307855001 0.039932083278088962 -0.068756084694810538 0.04166447871054213 0.013388805984715492 0.038431974677812487 -0.072517278070586763 0.0038205451863493932 0.035469865612685683 0.01771157555991695 -0.080235799300399702 -0.059045552526815585 -0.019957992974026451 0.029043728883067766 0.024020448100242404 0.055125083691544008 0.0022143439371716373 -0.063980971947312365 -0.0059596902465562096
leaf_weight=1829 20 34 24 22 22 20 20 22 20 1420 66 142 37 23 24 38 42 37 23 20 21 22 26 29 45 62 36 129 25 277
leaf_count=1829 20 34 24 22 22 20 20 22 20 1420 66 142 37 23 24 38 42 37 23 20 21 22 26 29 45 62 36 129 25 277
internal_value=0 0.00627954 0.0296951 -0.000159732 -0.00560896 0.0110022 -0.0248156 -0.0432941 0.0343176 -0.00029294 0.000870778 0.00589786 0.00275304 -0.0126729 0.00676136 -0.00121521 -0.012675 -0.0282067 0.00789395 -0.0106944 -0.0427079 -0.0273893 -0.029537 -0.0459602 0.00470899 0.00316382 0.000962311 0.0137585 -0.00483816 -0.0107628
internal_weight=0 204 44 160 138 74 64 42 40 4373 2953 866 800 165 635 2087 258 147 111 69 109 72 49 51 598 574 529 165 364 302
internal_count=4577 204 44 160 138 74 64 42 40 4373 2953 866 800 165 635 2087 258 147 111 69 109 72 49 51 598 574 529 165 364 302
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=14 0 21 9 2 16 13 0 2 25 0 13 5 0 6 13 0 13 0 7 7 27 14 25 11 6 2 0 14 0
split_gain=0.836239 3.58542 2.21055 2.10839 2.01249 3.08763 2.82482 1.49662 7.45974 9.13622 4.97558 6.94067 6.04852 5.04488 4.96403 4.63799 3.93225 10.8535 8.97735 3.87101 8.24594 7.88945 9.49096 4.14275 3.73453 6.38449 3.55857 8.88785 5.16059 7.60088
threshold=4.7475208353788495e-05 298.33432154839778 0.54652684302604715 248.85470467385724 1493.6645040231533 546.05000000000007 131.84241583799403 545.05895084576093 697.56207003249767 -0.019911545632416185 488.15982019033055 87.024403167407499 229.6103316536439 506.72028200951746 342.16051564101184 63.985113264084042 428.50350706621765 74.985627851995886 455.78662900188328 562.3185237786596 1521.1132920696512 7.5000000000000009 0.015228724557566102 0.049782737268000615 343.1290710887659 443.45783054696409 865.91335164920895 563.57756120657348 0.098623023371553667 675.81257921419535
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 10 9 -9 16 13 -13 -12 -14 -10 -2 18 -18 23 21 22 -21 -19 -16 -26 28 -28 -17 -30
right_child=7 2 3 -5 6 -7 -8 8 15 -11 11 12 14 -15 24 26 17 19 -20 20 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.030193338674776582 0.0010103238370403646 0.0089129853555384806 0.050351548823527992 0.0113976624624973 0.041217055141925814 -0.039856089137139776 -0.0092045883461833004 -0.0068274668083550087 -0.044940913082488508 -0.085245453281095257 0.083745002988725906 0.048161975445290064 -0.031807159659702607 0.023383405154777898 0.037150724074154193 0.029933074727954197 -0.098606183541857684 0.0012914843827001449 -0.017220640103473808 -0.058770050418873634 0.017675828186933092 -0.067469271252284177 0.021155808197382171 0.045944712713360786 -0.034715592335814081 0.012606287536756048 -0.051655179220769148 -0.001062376311517559 0.012100945539415292 -0.053822831550370091
leaf_weight=23 2441 34 24 33 25 21 20 39 24 24 20 29 41 45 33 87 23 123 33 24 54 37 39 25 39 106 36 979 73 23
leaf_count=23 2441 34 24 33 25 21 20 39 24 24 20 29 41 45 33 87 23 123 33 24 54 37 39 25 39 106 36 979 73 23
internal_value=0 0.00668062 0.0120825 0.0277993 0.00312398 -0.00970793 0.0188074 -0.000273485 -0.00314457 -0.036701 0.000912039 0.0128693 0.00524571 0.0419562 -0.000437266 -0.00141458 -0.000425089 -0.0102124 -0.0506468 -0.00271458 -0.0138135 -0.0308177 -0.00929214 0.00883426 0.00678838 -0.000121666 -0.000542597 -0.0028568 0.012293 -0.00369329
internal_weight=0 180 157 57 100 55 45 4397 1285 63 3112 313 248 65 219 1222 2799 358 56 302 154 100 63 148 178 145 1198 1015 183 96
internal_count=4577 180 157 57 100 55 45 4397 1285 63 3112 313 248 65 219 1222 2799 358 56 302 154 100 63 148 178 145 1198 1015 183 96
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=26 19 9 23 7 7 16 19 5 26 18 2 21 14 16 1 19 19 15 19 18 7 7 18 28 28 4 18 9 18
split_gain=0.808926 4.13201 15.4715 14.1093 4.23456 10.053 5.04008 8.86046 9.21136 5.03615 6.94547 5.76023 5.29725 8.61596 4.81688 3.7945 3.18742 6.65697 4.9259 4.61603 6.04257 4.38305 5.23266 3.85158 3.24215 2.76373 4.03536 3.74316 3.56967 2.60823
threshold=7.5000000000000009 0.78870046314667308 194.18540391174417 -0.25363176848354746 356.98022354341435 383.11576618860909 623.45000000000016 1.1201294209668977 865.01640814925736 8.5000000000000018 1.2011470030115092 912.78453232793208 0.37003724349178541 0.0024992254551747528 547.65000000000009 449.75202898941137 1.1201294209668977 1.0702090690281525 1053.4000000000003 1.1502363787320318 1.1753765915111982 778.15094183224596 601.2022976367341 1.3122486631170358 10.500000000000002 10.500000000000002 255.00482495718313 1.4971405006905258 109.76229545858673 1.4999746179030853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 15 -6 9 8 -8 10 11 -7 13 -11 -13 25 17 18 -14 -18 -21 22 -20 24 -22 27 -27 28 -3 -25
right_child=1 4 -4 -5 5 6 7 -9 -10 12 -12 14 16 -15 -16 -17 19 -19 21 20 23 -23 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.00076340749112109054 -0.080094704292714591 0.04568535082719543 -0.10002887915819883 0.012953622591554782 -0.054643623860603258 -0.045038501613519411 -0.099841218509457333 0.0066899754672444288 -0.015233983490015229 -0.069386911230242779 -0.067072143412255883 0.050717654146931392 0.034633125027730353 0.0029427435698694197 -0.015456246753985232 0.053131731450557711 -0.036651924365599241 0.059014643164461145 0.0071226293221116066 0.052620377905666829 -0.033679217633537276 0.012805762136355044 -0.061229546137508896 0.032657998010870957 0.0059209248480888519 -0.047397629590705037 0.0078507544616094015 0.05490812350064516 0.0018384825876530482 -0.0055829499517717675
leaf_weight=3442 20 22 20 88 37 22 22 56 31 23 23 22 63 58 22 20 28 34 24 25 44 100 21 42 39 20 39 20 119 31
leaf_count=3442 20 22 20 88 37 22 22 56 31 23 23 22 63 58 22 20 28 34 24 25 44 100 21 42 39 20 39 20 119 31
internal_value=0 -0.00231511 -0.0192387 -0.00427755 -0.000163948 -0.00379136 -0.00121392 -0.021047 -0.050354 0.00226724 -0.0197501 -0.00325903 0.00595059 -0.0175953 0.0176307 0.0114287 0.0101795 0.0179921 0.0112865 0.00113326 0.00697848 0.00114275 -0.0247751 -0.00033593 -0.0150719 0.00763748 -0.0108775 0.0144225 0.00867984 0.0164187
internal_weight=0 1135 128 108 1007 767 730 109 53 621 89 66 532 81 44 240 451 242 208 209 181 145 45 156 83 220 59 161 141 73
internal_count=4577 1135 128 108 1007 767 730 109 53 621 89 66 532 81 44 240 451 242 208 209 181 145 45 156 83 220 59 161 141 73
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=17 20 7 8 8 17 15 9 8 7 7 23 20 20 9 21 17 16 5 15 0 20 23 0 21 27 20 17 16 16
split_gain=0.770878 3.3516 5.57515 2.92905 10.425 4.5766 8.33267 4.41797 4.1003 5.54717 3.59078 3.21453 3.17159 2.79288 2.90848 2.69681 2.21659 6.91971 9.08033 18.6398 4.9082 4.79387 4.3319 3.91827 3.31444 3.22215 5.52813 3.14379 2.8171 2.62308
threshold=1.2961144170586805 2.9532598473427005 800.20716241347156 550.98255376748386 512.84440666884609 1.4511735950389679 721.00000000000011 258.47804255319153 680.01895233812968 306.67188680151702 562.3185237786596 -0.10072233222172584 2.7235278945281078 3.1725212049583726 208.02870503597126 0.91838257350671404 1.5394494486945869 251.20000000000002 307.57756410256417 666.50000000000011 473.68668801802795 1.7409704957618237 -0.2042602850376363 514.78484276729569 1.1141782279371111 8.5000000000000018 1.8397219393397928 1.4118158628034303 196.80000000000004 382.10000000000008
decision_type=2 2 2 2 2 2 2 2 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 12 6 -5 8 9 -7 -8 -10 16 -3 15 -15 17 27 19 21 25 22 24 -22 -19 29 -27 -2 -29 -18
right_child=1 13 -4 5 -6 7 10 -9 11 -11 -12 -13 -14 14 -16 -17 20 18 -20 -21 23 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00081301291649780766 0.00040340826979705266 0.033952322394348859 -0.053652480960061602 -0.062161309869312079 -0.064368863712097033 -0.0050211642627362857 0.02282868602518686 0.059844003761695186 -0.038442497666586528 0.05569148201851503 -0.026909529630626951 0.010905792436449591 -0.035384234633917613 -0.03165937111812777 0.031839018017053605 0.0097201207290507022 0.010367928883947788 -0.03556870636732682 0.0022179057679621249 -0.098220082416253934 0.065551304994594481 0.013009993289042975 -0.060221604417477342 0.0051619204295672138 0.020093515887856486 -0.047904298032840922 0.002322758800749268 0.0091116596545491903 0.060908876288504832 -0.0091147994061986214
leaf_weight=3287 70 43 22 23 29 27 47 22 22 34 21 33 30 28 25 36 210 23 141 34 21 42 28 22 20 36 56 21 21 103
leaf_count=3287 70 43 22 23 29 27 47 22 22 34 21 33 30 28 25 36 210 23 141 34 21 42 28 22 20 36 56 21 21 103
internal_value=0 -0.00207161 -0.00379254 -0.00282694 -0.0053784 0.00727861 -0.0101304 0.0187584 0.0109663 0.0288187 0.00746835 -0.00883352 -0.00342997 0.0130257 0.00291503 -0.00838341 -0.00229951 -0.00771021 -0.0159123 -0.0333026 0.00253147 -0.0137699 -0.0296115 0.0346544 -0.0096793 -0.00087911 -0.0173313 0.013381 0.0350103 0.00395668
internal_weight=0 1290 1158 1136 907 229 91 138 116 61 68 55 878 132 89 64 848 400 288 147 448 113 71 43 43 405 92 112 42 313
internal_count=4577 1290 1158 1136 907 229 91 138 116 61 68 55 878 132 89 64 848 400 288 147 448 113 71 43 43 405 92 112 42 313
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=14 17 0 0 16 8 17 8 17 15 25 0 2 8 14 19 24 8 11 8 8 8 15 9 2 19 3 19 0 2
split_gain=0.778313 3.29683 4.51636 4.60526 4.10164 2.88309 2.86692 1.83097 6.15914 8.51675 5.09163 3.98575 3.19828 5.99124 2.73329 3.3514 3.54725 2.6453 7.28422 5.26433 6.3658 5.16441 3.43128 3.23588 3.05156 3.89509 3.0714 2.55179 2.14414 4.98301
threshold=4.7475208353788495e-05 0.96169101476442498 488.15982019033055 835.26978256995199 615.07500000000016 2660.4925023430183 1.0518753913947152 2731.8482142857147 1.0557931386308619 2160.6500000000001 0.65745789998377679 1251.0911319073086 1525.0731718514712 3544.7500000000005 0.00028624418238443509 1.2168764548530191 0.85875011718059768 2581.7492668621703 241.6693049864742 2514.3157308377899 2458.6997549019611 2660.4925023430183 2517.6499999999974 196.05430136511544 1338.026465735554 1.1847797501943218 1348.4604882554775 1.2403922729506578 545.05895084576093 697.56207003249767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 -4 -1 -3 17 9 -9 11 -11 13 -10 15 16 -12 19 23 20 24 -20 -21 -19 26 -26 28 -25 -2 -30
right_child=7 2 3 -5 -6 -7 -8 8 12 10 14 -13 -14 -15 -16 -17 -18 18 21 22 -22 -23 -24 27 25 -27 -28 -29 29 -31
leaf_value=0.0078279635430697127 0.00097470724312511857 -0.048391192847931828 0.0057290324680507182 -0.017357108222260591 0.066486581070348619 0.053669889659985252 0.0015616269595921041 -0.078534091627225286 0.036910778057316074 -0.059541233544868816 0.031787971846448874 -0.0064497564417811543 0.043687690624834172 -0.035268015722217765 0.026864107996225357 -0.031262735934241823 -0.012805830069224944 -0.037560344948655087 0.081206774102015933 -0.0076491290392975021 0.048617619220857271 0.014129977799408758 -0.062324302558871836 0.024380106349579163 0.050399099400749915 0.0012422241736203433 -0.037732222157435241 -0.02017011821269989 -0.031822405545602721 -0.0025456273437423228
leaf_weight=34 3003 27 25 31 20 23 20 20 23 31 30 26 28 23 30 38 44 21 22 24 27 24 22 36 27 40 22 20 63 753
leaf_count=34 3003 27 25 31 20 23 20 20 23 31 30 26 28 23 30 38 44 21 22 24 27 24 22 36 27 40 22 20 63 753
internal_value=0 0.00644509 -0.00276783 0.0123011 0.0327324 0.0263256 -0.0271347 -0.000263843 -0.007901 -0.0163289 -0.0100771 -0.0353241 0.0170411 0.000821381 5.71965e-05 -0.00712323 0.00527274 0.000281403 0.0147251 -0.000164859 0.000228312 0.0462102 -0.0337981 -0.00408423 -0.000106005 0.0210517 -0.000475067 0.00846931 -0.000260441 -0.00480597
internal_weight=0 180 123 76 45 57 47 4397 293 219 199 57 74 46 142 112 74 4104 123 3981 3935 46 46 77 3908 67 3841 56 3819 816
internal_count=4577 180 123 76 45 57 47 4397 293 219 199 57 74 46 142 112 74 4104 123 3981 3935 46 46 77 3908 67 3841 56 3819 816
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=28 25 25 13 14 28 0 28 13 24 25 0 3 25 14 3 13 13 20 25 22 14 7 3 0 27 25 12 7 25
split_gain=0.858888 4.53891 5.37539 8.37233 8.29536 4.95733 4.88344 3.02295 2.8112 3.44775 6.6292 4.90051 10.323 4.47768 5.14409 3.61219 3.15363 4.62767 5.13456 4.61458 6.08682 9.95942 11.8296 7.40101 5.92454 5.49508 4.66745 4.45559 6.52788 9.27824
threshold=5.5000000000000009 -0.11363091356934853 -0.075197553710694101 144.81635449492106 0.22077902519213952 12.500000000000002 372.85188777638717 13.500000000000002 306.55354200988472 -0.036100010996553668 -0.063442016722374456 506.72028200951746 390.59254414880667 -0.093397348176684269 0.29555026769779896 530.0727680902886 93.000298210735608 64.968492234718894 3.8477040362618102 -0.032935097403201115 0.093731485378302615 0.072495043521183952 445.06092166840483 354.76260633804668 206.00074815681367 7.5000000000000009 0.7951845055175929 1031.3992351623538 136.62110152937061 -0.050382081146974851
decision_type=2 2 2 2 2 2 2 2 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 3 4 -3 -5 7 -6 9 10 11 12 13 14 -1 -12 17 18 -11 -19 21 22 -21 24 -23 -25 -22 -18 -29 -30
right_child=1 2 -4 5 6 -7 -8 -9 -10 16 15 -13 -14 -15 -16 -17 27 19 -20 20 26 23 -24 25 -26 -27 -28 28 29 -31
leaf_value=0.0013051214824932127 0.035712423796455069 -0.085520592328304279 -0.00053976997805702356 -0.016060127100596826 -0.02911468212093626 0.050469475381431129 -0.057129606195604025 0.021896783663676339 -0.028729911755460004 0.019386421629786491 0.024008252902797636 -0.033901970382014826 0.06311016801384188 0.023432562119430969 -0.054664656147360803 0.078518074806779636 -0.010423807819691919 0.01713807788041849 -0.032025490296275723 -0.12378500647842886 0.0046439018277410725 -0.010881684938302407 -0.018627476125307706 -0.01953293348811308 0.044847477572383707 -0.07882347742561252 -0.023816263027392426 0.06415719102136791 -0.043976269939116075 0.0088250092659427608
leaf_weight=52 33 26 2518 24 21 21 23 26 30 125 31 28 31 45 24 20 164 63 23 20 229 65 23 54 27 22 77 20 35 677
leaf_count=52 33 26 2518 24 21 21 23 26 30 125 31 28 31 45 24 20 164 63 23 20 229 65 23 54 27 22 77 20 35 677
internal_value=0 -0.00114629 -0.00160374 -0.0206042 -0.0372876 0.014987 -0.0193725 -0.000895573 0.00163704 0.00212815 0.0135591 0.00454189 0.0116237 -0.00156711 -0.0163695 0.0453847 0.000502194 -0.00438659 0.0113967 -0.00841406 -0.0115278 -0.0245946 -0.067538 -0.0136031 0.00547361 -0.036696 -0.00251764 0.00447433 0.00781217 0.00622944
internal_weight=0 2692 2659 141 96 45 70 47 1885 1855 231 180 152 121 76 51 1624 728 148 580 517 211 43 168 92 76 306 896 732 712
internal_count=4577 2692 2659 141 96 45 70 47 1885 1855 231 180 152 121 76 51 1624 728 148 580 517 211 43 168 92 76 306 896 732 712
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=13 7 12 28 13 3 15 2 6 11 24 18 28 24 6 2 18 12 8 15 2 16 28 16 28 13 16 29 9 9
split_gain=0.877269 2.35177 0.845577 3.18429 4.33535 3.74597 3.39403 4.21245 3.68932 3.00661 4.2562 3.8975 2.48679 2.41992 2.2098 2.19822 2.12043 1.81671 1.65801 1.59935 3.85546 1.65744 5.41794 3.86664 4.36713 7.17164 6.14528 3.48242 2.8451 7.26857
threshold=58.644280306441551 203.76842106555179 536.97331759149949 9.5000000000000018 63.985113264084042 335.82025778829558 1295.9500000000003 490.83247581351253 232.23450308815276 162.04518072289162 0.81442856765821092 1.3344197512610021 1.0000000180025095e-35 0.048076764929127797 43.118654765207161 402.90854999247841 1.6135869569489631 555.8945279052358 989.83161165700858 237.50000000000003 198.24743334557439 134.22500000000002 24.500000000000004 95.500000000000014 2.5000000000000004 89.974723718689759 118.95000000000002 185.00000000000003 172.61379036908883 209.84769712005181
decision_type=2 2 2 2 2 2 2 2 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 12 7 15 -8 10 -7 -11 -2 -14 -4 -6 18 -16 -13 -19 -21 22 23 27 -25 26 -26 28 -22 -30
right_child=2 -3 14 4 6 9 8 -9 -10 11 -12 16 13 -15 17 -17 -18 19 -20 20 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.011298281504284769 -0.039924353361129761 -0.033695284893306407 0.029112679483713929 -0.046217956837704958 -0.013036892110226201 -0.025156307348183221 0.048281422164291148 -0.043271427444721525 -0.0088467295926350827 -0.0093175292311405596 0.029519791229783252 0.07354019554331899 -0.028197280410677195 0.0060737312866900213 0.023093025950448855 0.026080013625323775 0.013301999345421792 0.020362881162705331 0.032821477055549622 -0.03351685233852443 0.021707504466176034 -0.0002519840157694435 -0.042173723057494505 -0.0025306987641162651 0.026177489854719328 0.0062515210138545151 0.098512767441570767 0.02862262637193861 -0.07001944003360612 0.00098300168857626291
leaf_weight=21 22 26 27 34 51 35 20 38 26 22 24 20 28 78 35 20 20 39 20 34 20 3669 20 43 23 42 24 29 21 46
leaf_count=21 22 26 27 34 51 35 20 38 26 22 24 20 28 78 35 20 20 39 20 34 20 3669 20 43 23 42 24 29 21 46
internal_value=0 -0.0135918 0.000141018 -0.00393277 -0.0138804 0.00305644 -0.00678698 -0.0164 0.0159916 0.0142999 -0.00291518 0.0266864 -0.00932897 -0.00297899 0.00059922 -0.00201805 0.0398879 0.000408895 0.0531808 0.000210904 1.29871e-05 0.000302551 0.00789431 0.0119321 0.0236374 0.0362804 0.0631147 -0.00138779 -0.0113913 -0.0212715
internal_weight=0 47 4530 458 189 269 155 109 46 141 59 82 128 106 4072 71 60 4045 40 4010 3971 3937 268 248 132 89 47 116 87 67
internal_count=4577 47 4530 458 189 269 155 109 46 141 59 82 128 106 4072 71 60 4045 40 4010 3971 3937 268 248 132 89 47 116 87 67
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=27 21 1 12 10 19 21 21 21 17 11 0 1 22 0 21 29 1 11 17 23 27 12 26 2 14 24 29 22 17
split_gain=0.8251 4.39242 4.25778 2.10903 6.54469 1.63412 3.65452 4.1089 3.69417 2.47934 5.41278 2.78077 5.03276 3.01021 5.92415 3.79697 5.08958 3.2993 2.83053 2.41893 5.21087 3.26509 2.49476 6.6958 5.14126 4.12909 3.27656 4.57831 5.00377 3.99565
threshold=11.500000000000002 0.76494424319615806 189.41789049010421 351.24611646746774 230.28370434615019 1.606664219592904 0.52455535182707747 0.38566871118129215 0.62612743400277304 0.93070361991899975 686.49741697416982 641.13986928104589 1057.2384631708919 0.36342607485582656 286.00666666666672 0.5179681172834032 35.000000000000007 629.5398322937582 178.041380482829 0.9407285632974447 0.61176760403734132 6.5000000000000009 682.68414232904752 2.5000000000000004 640.78764036496659 0.047847867217062266 0.0037164992565625258 75.500000000000014 -0.002933973038925048 1.2016400528910665
decision_type=2 2 2 2 2 2 2 2 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 9 7 -7 -8 10 11 13 -13 15 -15 17 -17 -5 -19 20 -11 -22 23 26 25 -25 -21 -28 -29 -30
right_child=1 -3 -4 5 -6 6 8 -9 -10 19 -12 12 -14 14 -16 16 -18 18 -20 22 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.00344917035001951 -0.0098276034370064751 -0.016544035227539448 0.047718983957181792 0.042014785362955408 -0.06523702122271062 -0.008849000140297705 0.032300786539141473 -0.06094711224238078 -0.0069130128023347686 0.008952114291680165 -0.019779316098520572 -0.043369650918757545 0.018892603226610134 0.033641191482030118 -0.032785212010145191 0.021626611673162276 0.092113452972844248 0.027552252054391876 -0.022719603823497893 -0.030424494277685885 -0.014567518482605617 -0.071024124231189492 -0.00041488450300551194 -0.017312968295553458 0.064278641659201996 0.043285008824684404 -0.0075967460452436896 0.052516618749017231 0.028915115718085034 -0.028989905944432726
leaf_weight=120 20 39 36 34 20 41 29 24 140 39 51 20 37 29 25 21 20 21 24 30 21 20 3438 23 33 22 118 34 26 22
leaf_count=120 20 39 36 34 20 41 29 24 140 39 51 20 37 29 25 21 20 21 24 30 21 20 3438 23 33 22 118 34 26 22
internal_value=0 0.00922225 0.0271666 -0.000195474 -0.012276 0.000194041 -0.00793435 -0.0280852 -0.000184018 0.000657051 0.00970606 0.0162158 -0.0029538 0.0224955 0.00288823 0.0313188 0.0560104 0.0185042 0.000740596 -9.91753e-06 -0.0172158 -0.0421073 0.000357534 0.00897953 0.0342983 0.0123127 0.000393171 0.00501582 0.0231656 0.00237531
internal_weight=0 95 56 4482 140 4342 234 65 169 4108 282 231 57 174 54 120 41 79 45 3826 80 41 3746 308 78 45 230 200 82 48
internal_count=4577 95 56 4482 140 4342 234 65 169 4108 282 231 57 174 54 120 41 79 45 3826 80 41 3746 308 78 45 230 200 82 48
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=19 11 19 20 20 3 24 13 13 10 11 10 3 20 20 20 10 19 22 13 10 10 14 13 21 11 22 20 3 22
split_gain=0.852138 1.19269 1.18659 0.945305 6.02397 5.84382 4.97353 2.25118 8.1723 4.31698 3.28836 1.85185 1.84664 1.28935 5.49035 8.52759 3.78147 3.92792 3.60878 4.77691 7.12353 6.07527 4.39953 4.35099 3.61781 3.46392 3.13318 3.11502 5.47381 9.54056
threshold=2.2243398023378238 146.32885868026059 2.0843132792904293 4.1648017275135336 4.0087020955144572 428.81919235293549 0.78737015996417192 105.44633501454426 126.93298846922335 173.84794209058916 140.55000321070727 244.77141776275582 396.63174171567499 2.9851362663498699 2.8457189844847721 2.8783485849532906 97.08636822217332 1.3560006389437553 0.17416839838293169 113.47330574290568 159.12742986575992 170.9221611721612 0.22932372072232834 171.42566537415777 0.3749009366292369 208.66538097088741 0.19009635452552506 3.7165071886661165 633.9692577174427 0.29564670934247711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 13 -6 7 10 -9 -10 -5 12 -12 14 -1 -16 -17 25 19 21 -21 22 -15 26 -23 -18 -20 -28 29 -29
right_child=1 -3 -4 6 5 -7 -8 8 9 -11 11 -13 -14 18 15 16 17 -19 23 20 -22 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00021829812251046915 0.00079906171954729978 0.031109771485041293 -0.019647797191094968 -0.01754764220012086 0.0034012686103009264 -0.059990174010057344 0.050479992605624316 -0.054744124206315192 0.04441239726932153 -0.016856629182787044 0.016822657848779971 -0.0020531425531953576 0.0572400638461113 0.063600646537986208 -0.061597126543832328 -0.041872593186174832 0.052212324105203156 -0.022864989500100675 -0.034379068575799469 -0.039698545610798261 0.014602147683931086 0.037571411969309507 0.015069466036173604 -0.036623252777269848 -0.011242396426292099 0.0014499641137152184 0.0089101756192294171 0.0043892389682766335 0.020525998103299314 -0.087478724382817744
leaf_weight=3429 34 21 31 28 26 33 23 28 23 23 26 20 20 47 36 24 20 38 23 35 78 22 31 33 49 41 261 26 28 20
leaf_count=3429 34 21 31 28 26 33 23 28 23 23 26 20 20 47 36 24 20 38 23 35 78 22 31 33 49 41 261 26 28 20
internal_value=0 0.0123722 -0.000150481 -1.58966e-05 -0.000321668 -0.032055 0.00686796 0.000897266 -0.0121494 0.0137779 0.011168 0.0233504 0.0343954 0.0001198 -0.000624044 -0.01879 -0.00626111 0.00237197 0.00420695 0.0132885 -0.00221665 0.0250475 0.0443126 -0.00187841 0.00388301 0.0180934 0.00132433 0.00377561 -0.0143341 -0.0355534
internal_weight=0 55 4522 4491 4300 59 191 168 74 46 94 66 46 4241 3588 159 123 99 653 262 113 149 78 391 71 61 358 335 74 46
internal_count=4577 55 4522 4491 4300 59 191 168 74 46 94 66 46 4241 3588 159 123 99 653 262 113 149 78 391 71 61 358 335 74 46
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=26 19 19 26 24 11 10 2 29 11 4 13 8 4 4 11 16 28 29 10 4 11 18 18 23 10 10 10 10 2
split_gain=0.782593 4.49582 2.26589 1.29953 3.5866 2.52718 1.70538 5.65728 3.72384 1.02933 10.5712 6.72185 4.74833 5.01157 3.72605 5.05749 4.09104 4.97373 5.43464 3.98586 5.07634 2.23975 3.6371 3.73111 5.3727 6.63857 7.53714 6.57488 3.99521 3.53849
threshold=42.500000000000007 1.1174434032871545 0.8629762158658788 26.500000000000004 0.11379511289886156 453.26990649276269 852.08107064635158 1177.2768490175042 185.00000000000003 706.86820529339218 730.7470407707691 196.39223710539503 2563.1755852842812 848.77243589743591 924.17214500581883 746.74005362394053 529.07500000000016 13.500000000000002 65.000000000000014 303.61359539866743 982.7936098451388 479.41959049284912 1.095190017336644 1.218314700220178 0.56139492603229291 502.91426672243307 424.24729739857543 370.80167079581855 266.47705657114631 1072.2746089060404
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 9 -8 -9 21 -11 12 13 -12 15 -15 17 18 -16 -18 -21 -1 -23 24 25 26 27 -24 29 -25
right_child=1 -3 -4 4 -6 -7 7 8 -10 10 11 -13 -14 14 16 -17 19 -19 -20 20 -22 22 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00075547794516912976 -0.016158919930458069 -0.047601255173371604 0.030348058332773771 0.01158613697057817 0.036140561219606848 -0.030427002195607535 0.058915236361679585 -0.025104135010511647 0.02676854493515566 -0.072667627578431912 -0.04722481560752248 0.042476686631562191 0.025800790760393551 -0.013383661052212122 -0.0041176853235810997 0.057732344996184119 -0.063604948918024692 -0.037563743368875746 0.058111792608447704 -0.055712757801467727 0.00057065106880993164 -0.017654326440835443 0.016560119256485321 0.043984553383456339 -0.021181337818503381 0.078259700196592716 -0.031819759406473323 0.077213261563641333 -0.0059037955573304412 -0.0044289856432722166
leaf_weight=3533 20 22 22 41 37 22 21 31 25 22 33 32 41 20 36 20 21 20 23 22 59 54 70 36 25 23 23 24 173 26
leaf_count=3533 20 22 22 41 37 22 21 31 25 22 33 32 41 20 36 20 21 20 23 22 59 54 70 36 25 23 23 24 173 26
internal_value=0 -0.0109804 0.00820188 0.000155717 0.0114284 -0.00308512 -9.97257e-05 0.014652 -0.00194669 -0.000361692 -0.00556935 -0.00105509 -0.00577718 -0.0108744 -0.00544653 0.0221743 -0.0115506 0.0055324 0.0201413 -0.0247815 -0.0147162 9.41581e-05 0.00670597 0.00999461 0.0215207 0.029146 0.0194912 0.032046 0.00190185 0.0236821
internal_weight=0 64 42 4513 100 63 4413 77 56 4336 349 327 295 254 221 40 181 79 59 102 81 3987 454 400 165 140 117 94 235 62
internal_count=4577 64 42 4513 100 63 4413 77 56 4336 349 327 295 254 221 40 181 79 59 102 81 3987 454 400 165 140 117 94 235 62
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=17 17 8 22 20 10 3 14 14 3 14 20 4 20 17 13 17 12 11 22 22 22 24 27 17 2 4 12 8 15
split_gain=0.82786 4.02895 3.85684 5.69078 5.2365 4.36165 4.89811 3.70365 7.19264 11.0598 6.37599 4.48937 6.13395 5.75876 3.88715 4.7854 4.46518 5.66324 5.82894 4.65802 4.28379 8.27152 6.60925 6.80746 4.22405 4.32713 3.59826 3.5075 3.45568 8.65117
threshold=1.0850391529236083 1.106836586835813 638.3563728433088 0.0191091853643247 1.9478948514399625 295.99610606372323 826.52804186645801 0.20452779887660469 0.14098872307543711 352.88762327396915 0.24464835425053283 1.755431395895241 500.26456528825139 1.5441092143557105 1.0407840597522249 188.99937624750501 1.0028056542658539 2677.8173829046241 156.57730437458932 0.26848652337903489 0.13927798097251579 0.30973846352400586 0.626753739355839 5.5000000000000009 0.99837170375763895 1169.3218052945997 277.6527866037124 2621.5398951751972 2803.7409200968527 2248
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 -5 6 -6 8 11 -10 -9 12 -1 27 16 -16 24 18 26 -19 -20 22 23 -22 28 -26 -18 -14 -13 -30
right_child=1 -3 3 4 5 -7 -8 10 9 -11 -12 14 13 -15 15 -17 17 19 20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.029186182570728386 0.014743826932842947 -4.5689334084680482e-05 -0.057817412260919812 0.033861403451079415 0.011560728236572291 -0.061617407211590383 -0.035973151337082794 0.054181988252436412 0.015133843002840878 -0.085554626149435847 0.0060987016173360284 0.0036037835474600748 -0.028400870494078845 -0.058702256148442246 0.017074688880037017 -0.032595849950753507 -0.015225520836455481 0.056565720289945602 -0.0005643098511629635 -0.004953743738587946 -0.036219469911884516 0.0024825118678180797 -0.019620599640267238 -0.10821838233106096 0.062072357993262509 0.0026264088079333307 0.035471474592174805 0.024983044601976874 -0.074433477334678186 -0.0021372193329928751
leaf_weight=22 36 2292 34 21 46 21 41 34 20 24 146 1030 32 39 254 21 28 20 45 32 24 38 35 29 24 25 28 20 20 96
leaf_count=22 36 2292 34 21 46 21 41 34 20 24 146 1030 32 39 254 21 28 20 45 32 24 38 35 29 24 25 28 20 20 96
internal_value=0 -0.00123072 -0.0148794 -0.0214219 -0.0118293 -0.0207136 -0.0108403 0.00146966 0.000174773 -0.0397871 0.0151811 0.00111909 -0.0181988 -0.0296545 0.00236719 0.0132817 0.000330904 -0.0110599 -0.0178788 0.0187076 -0.027049 -0.0365078 -0.0533446 -0.0756151 0.00299034 0.0317428 0.010123 -0.0078686 0.00176096 -0.0146021
internal_weight=0 2491 199 163 129 108 87 2086 1906 44 180 1862 113 91 1749 275 1474 279 227 52 171 126 88 53 1195 49 56 52 1146 116
internal_count=4577 2491 199 163 129 108 87 2086 1906 44 180 1862 113 91 1749 275 1474 279 227 52 171 126 88 53 1195 49 56 52 1146 116
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=17 15 8 2 8 8 15 12 8 11 14 12 29 22 11 6 8 0 22 15 10 20 12 12 14 15 22 22 14 17
split_gain=0.742635 3.36631 2.5559 6.85801 3.173 7.41545 4.75007 5.06904 5.85811 4.32816 4.29547 4.08095 3.17118 2.94404 6.69723 12.2018 4.07844 6.4053 4.07944 4.69822 3.63841 2.59634 2.48642 4.80577 2.47343 5.52237 3.866 3.64335 5.37536 4.24891
threshold=1.2961144170586805 1701.7999999999995 817.98938428874737 640.78764036496659 550.98255376748386 512.84440666884609 622.50000000000011 1914.0255277838548 596.38600067957884 309.06039196059726 0.073681501813547698 2142.45964328336 85.000000000000014 0.011894455466030287 238.0146248790688 443.45783054696409 329.33647899708012 261.55135798701667 -0.017049176921476058 592.9000000000002 195.62530995274912 1.6197192328319416 2110.8735847421572 2704.6042953359661 0.057144556811421783 419.27500000000015 0.24791963067384368 1.0000000180025095e-35 0.025714139527930707 1.1450081173134439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 4 -4 5 13 11 9 -9 -8 12 -6 -10 16 -15 -16 20 -18 19 -19 -2 -21 -23 -24 25 -1 -26 28 -27 -30
right_child=1 -3 3 -5 6 -7 7 8 10 -11 -12 -13 -14 14 15 -17 17 18 -20 21 -22 22 23 -25 26 27 -28 -29 29 -31
leaf_value=-0.053309828937053688 -0.0031692176814181391 0.036748748103326019 0.0064425720046791778 -0.051673831639660377 -0.05002270020883192 -0.052853750645493469 0.073670316599309449 0.050611164784641005 0.0064150862825604589 0.012088758285556521 0.024462527471284072 0.012390845715999604 -0.039416893623355369 0.00090143237526838979 -0.10064540876244957 0.0059224026543753493 0.04740277661709115 -0.041632241636514668 0.046161233674502006 0.027768490767400518 -0.046551751382648943 -0.021298430433366881 0.045300846364504349 -0.010794004984754361 0.0059322247664871011 -0.05089888794081552 -0.037440844305924009 0.00026533015503087061 -0.031524918166299661 0.025356704227883244
leaf_weight=20 579 22 45 37 22 30 25 24 26 21 33 20 36 75 22 21 40 25 20 38 20 43 24 42 960 35 21 2198 24 29
leaf_count=20 579 22 45 37 22 30 25 24 26 21 33 20 36 75 22 21 40 25 20 38 20 43 24 42 960 35 21 2198 24 29
internal_value=0 -0.0020333 -0.00270618 -0.0197807 -0.00152565 -0.00390406 0.00972297 0.0173657 0.0064682 0.045557 -0.00468371 -0.020302 -0.020197 -0.00235665 -0.0171375 -0.0486007 -0.00025781 0.010999 0.0034149 -0.0015556 -0.00461772 0.00526015 -0.00258679 0.00960412 0.000797981 -0.000991204 0.00500375 -0.000533473 -0.0204854 -0.000401012
internal_weight=0 1290 1268 82 1186 979 207 165 119 46 95 42 62 949 118 43 831 232 192 172 599 147 109 66 3287 2306 981 2286 88 53
internal_count=4577 1290 1268 82 1186 979 207 165 119 46 95 42 62 949 118 43 831 232 192 172 599 147 109 66 3287 2306 981 2286 88 53
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=4 18 5 20 20 16 17 13 16 7 23 23 23 13 13 12 23 20 15 15 11 7 0 28 11 17 3 17 3 17
split_gain=0.738171 2.22469 1.56167 0.89705 5.06712 7.62568 2.58036 2.14989 5.095 4.3414 2.82738 1.946 3.59782 2.7265 5.15625 3.82447 4.29086 3.75042 2.69554 3.39921 5.65502 3.45048 2.5579 2.14445 4.323 2.74279 1.85081 1.76008 3.24824 2.09541
threshold=60.32629522594798 1.0182120476542293 46.493860534409855 1.5441092143557105 1.5661806656503632 471.50000000000006 1.0140623737809711 75.697798244483664 558.10000000000014 256.16138573957943 -0.094987138367251117 -0.17502885972834017 -0.16142990025654133 145.3434554317767 163.74979100674264 2621.5398951751972 -0.069415954209906497 1.3214565546874477 1383.0000000000002 805.25000000000011 578.93946811700641 327.62162990700324 518.56656707236709 11.500000000000002 170.06696227265897 1.7689125244986748 879.50819888535455 2.144075773547466 223.85078194313937 1.8926301917379382
decision_type=2 2 2 2 2 2 2 2 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 -2 6 5 -5 -4 8 9 -8 -11 22 -13 18 -15 17 -17 -16 19 21 -21 -14 23 24 25 -9 -22 29 -29 -6
right_child=2 -3 3 4 27 -7 7 11 -10 10 -12 12 13 14 15 16 -18 -19 -20 20 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0021361134365482331 0.025600104678354302 -0.035688914504388103 0.033763749055840356 -0.076288865151053126 -0.00023511066405935445 -0.00028206340291283345 -0.021743547623710974 -0.031084247997828891 -0.051253845899676291 -0.0010139478539878673 0.05093661702238024 0.04692314397543669 0.019773567345045096 -0.043794937487001778 0.0086391333561290848 2.0307150703889354e-05 0.060290292601677634 -0.038609055349869387 -0.0099835031415120914 0.081533946730196483 -0.005097052995115519 -0.02108051278467836 -0.0270448794349646 -0.021770754021902882 0.049190533363302667 0.020025243336076096 0.037408772075460076 0.0048060773571099473 -0.049760875552892686 0.015832581079399482
leaf_weight=48 24 23 27 22 3669 33 42 21 24 22 20 23 72 27 42 27 21 28 39 20 20 29 39 24 22 21 21 24 20 83
leaf_count=48 24 23 27 22 3669 33 42 21 24 22 20 23 72 27 42 27 21 28 39 20 20 29 39 24 22 21 21 24 20 83
internal_value=0 -0.0101171 0.000159412 2.31836e-05 -0.000549481 -0.0306848 0.00351816 0.00216612 -0.0106194 0.000990434 0.0237244 0.00495007 0.00862475 0.0060789 -0.00437261 0.00464775 0.0263884 -0.0102601 0.0136185 0.0193005 0.0379397 0.00804319 -0.00572674 0.00372107 0.0132805 -0.0055295 0.0166742 -0.000112853 -0.0199971 0.000120331
internal_weight=0 71 4506 4482 3851 55 631 604 108 84 42 496 369 346 145 118 48 70 201 162 61 101 127 88 64 42 41 3796 44 3752
internal_count=4577 71 4506 4482 3851 55 631 604 108 84 42 496 369 346 145 118 48 70 201 162 61 101 127 88 64 42 41 3796 44 3752
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=26 8 26 5 9 16 29 12 23 21 17 9 11 2 9 12 12 16 3 9 3 23 17 2 27 4 3 4 11 12
split_gain=0.670696 4.03762 3.83808 4.80514 7.00916 4.40745 9.12986 13.077 4.69653 7.58093 4.58521 5.42494 4.19921 3.92039 3.71359 3.49029 3.47665 7.00073 3.43969 3.18717 3.95008 5.91574 3.44523 3.16151 3.01304 2.67817 4.91987 2.59165 6.00399 5.13006
threshold=7.5000000000000009 168.61071879820381 9.5000000000000018 245.47982298882587 157.10544867166462 625.97500000000014 170.00000000000003 2540.3390220549663 -0.0027071105990747611 0.76071820280125835 1.392079161073877 603.5822711585223 373.22700178373469 994.32435085105919 205.92587412587417 3133.0998015544906 2621.5398951751972 304.50000000000006 1108.2435648743658 197.67864125122193 331.0952357397104 -0.18083532921349607 1.8375307584440213 415.15132852434152 6.5000000000000009 255.00482495718313 339.94990738084351 336.21140439197842 190.68960501823832 2483.2256637477362
decision_type=2 2 2 2 2 2 2 2 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 25 -5 8 18 -8 9 -4 11 15 19 -13 -6 27 17 -16 -7 20 22 -22 23 -11 -18 -3 -27 28 -10 -29
right_child=1 2 5 4 14 6 7 -9 10 12 -12 13 -14 -15 16 -17 24 -19 -20 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00069512840630405143 -0.042688443527246517 -0.012797001603990794 0.04451758911851688 -0.073650322223851539 0.013084629135256685 0.03165652304887772 -0.10366565118665282 0.00081620020419359215 0.0069963680757653152 0.014831363333341403 -0.035370865134471983 -4.3437992119126854e-05 -0.023378918445669115 -0.046712416120701372 -0.0043478040871295061 0.034626798902172594 0.013561273882946662 -0.083252473483267045 -0.015893460342114599 0.04104878532525618 0.01523565017618239 -0.041962090343462703 -0.014052500742088473 0.060386242568492891 -0.032599458556908829 0.056293137845667932 -0.0025818986812373625 0.023206125471499816 -0.040907264402822448 -0.015588119626045227
leaf_weight=3442 24 50 66 23 37 32 23 25 84 39 37 36 40 36 22 40 31 23 29 32 40 33 21 25 26 22 40 112 38 49
leaf_count=3442 24 50 66 23 37 32 23 25 84 39 37 36 40 36 22 40 31 23 29 32 40 33 21 25 26 22 40 112 38 49
internal_value=0 -0.00210805 -0.00123142 -0.0115042 -0.0225153 0.00213147 -0.0166221 -0.049248 0.00493935 0.0146426 -0.0017092 0.00144392 0.00606982 -0.0233779 -0.0140541 0.00697696 -0.0238985 -0.0446769 0.00905079 0.0122696 0.00644085 -0.0106209 0.0210938 0.0326262 -0.0074945 0.00442253 0.0183092 0.00306886 -0.00792444 0.0113992
internal_weight=0 1135 1111 274 162 837 109 48 728 296 432 395 230 72 139 323 102 45 61 190 158 73 85 64 57 112 62 283 122 161
internal_count=4577 1135 1111 274 162 837 109 48 728 296 432 395 230 72 139 323 102 45 61 190 158 73 85 64 57 112 62 283 122 161
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=0 0 1 13 0 9 23 7 14 9 1 14 4 0 0 22 4 21 4 20 0 1 1 16 22 4 22 17 21 0
split_gain=0.73476 2.31784 3.153 3.29773 2.20732 2.71598 2.90363 2.62204 2.6825 3.38025 1.76308 4.00031 1.96157 1.68725 2.57309 8.32552 3.33666 2.1029 1.65741 1.62355 4.98292 3.74923 5.78461 3.32169 4.06361 7.89465 4.42218 3.76915 3.43987 2.70224
threshold=157.43754443244953 177.42551065578957 314.43713496669341 89.974723718689759 149.38624826581233 303.6746005957217 0.66657212590122972 1231.0173472353169 0.0045945228280636101 230.77514655970381 212.92453334776567 0.073681501813547698 191.79816162389892 184.94622425629294 203.53104820875723 -0.017049176921476058 277.14181975604896 1.5551938932934108 280.78401892652329 3.5651721502685505 251.2419008274274 377.58812053427545 292.51345167140181 132.40000000000003 0.20716322699386788 278.84246913016688 0.093731485378302615 1.139629250580134 0.19648305811319947 280.95069353963089
decision_type=2 2 2 2 2 2 2 2 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 5 7 -7 8 -1 10 11 12 -10 -3 15 -15 -17 19 -12 29 21 22 -21 28 26 -26 -25 -28 -22 -16
right_child=1 13 -4 -5 -6 6 -8 -9 9 -11 18 -13 -14 14 17 16 -18 -19 -20 20 23 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.025696840086921809 0.0068654480020632043 0.020944176890924083 -0.049594825676398446 -0.034204884194608397 0.027580366987321116 -0.048638615180693928 0.0046013575769029555 0.038771341696736364 0.012977542146386224 0.042938414728268981 -0.034541941401751146 0.00018736277155189719 0.056736718975007538 -0.065986297205090527 0.0079158096851400794 0.021016531819967849 -0.024960292434250866 0.026532628306498132 0.001988487235373921 -0.045563158193337068 -0.0027133918974710548 -0.067186095900833617 0.023866745580120811 -0.018393829287114468 -0.068556802544312984 0.001245546150346135 0.0027151364808608042 0.052127210924831725 0.052596362121403221 -0.00048741380392369743
leaf_weight=31 60 38 21 29 36 21 20 21 21 22 23 211 20 25 436 38 27 30 27 28 23 20 21 44 26 43 38 26 22 3129
leaf_count=31 60 38 21 29 36 21 20 21 21 22 23 211 20 25 436 38 27 30 27 28 23 20 21 44 26 43 38 26 22 3129
internal_value=0 -0.000419925 -0.014741 -0.00651702 0.0038229 0.00177189 -0.0226679 0.00443687 0.00240581 0.00509465 0.00233782 0.00574126 0.0343235 -2.74702e-05 -0.000227903 -0.016944 0.00191847 0.000159242 -0.0148155 -4.59455e-05 -0.00722798 -0.0306998 -0.0158075 6.73322e-05 -0.00610036 -0.0250568 0.00601069 0.0227888 0.0243269 0.000540302
internal_weight=0 4124 110 89 453 417 41 376 355 324 302 252 41 4014 3976 90 65 3886 50 3856 291 69 49 222 177 69 108 64 45 3565
internal_count=4577 4124 110 89 453 417 41 376 355 324 302 252 41 4014 3976 90 65 3886 50 3856 291 69 49 222 177 69 108 64 45 3565
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=17 15 1 1 1 1 25 16 16 16 19 9 21 1 23 4 15 1 25 27 23 23 21 21 13 25 22 23 23 15
split_gain=0.715581 2.81802 3.77427 2.648 4.48458 7.15464 6.68776 2.7382 10.569 6.69134 3.17996 4.95704 5.922 3.75668 3.38989 3.086 4.1777 4.03605 5.73357 4.24521 7.42533 14.8166 3.78857 3.86098 3.66254 3.65717 3.82455 3.37193 11.9525 3.74847
threshold=1.2961144170586805 1701.7999999999995 645.15968005191723 560.54465341761056 523.33757483665102 504.69935146643286 -0.0070353138389087624 446.20000000000005 471.50000000000006 457.50000000000006 1.0494875048233165 197.67864125122193 1.1707108078979813 422.04652454917772 -0.33959835381141096 421.40817818396908 792.75000000000011 410.48352691217866 0.087522038687537565 8.5000000000000018 -0.069415954209906497 0.10443928657400599 0.67043865303855854 0.53177259051284076 104.38409873708382 0.022174079836003033 -0.18138813812999013 -0.17250420345192133 -0.2042602850376363 676.35000000000002
decision_type=2 2 2 2 2 2 2 2 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 -6 15 9 -9 11 12 -10 -12 -14 17 -17 19 -19 22 25 -22 23 24 -2 26 -21 28 29 -24
right_child=1 -3 -4 -5 6 -7 -8 8 10 -11 13 -13 14 -15 -16 16 -18 18 -20 20 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078331045684263941 0.040462217533162669 0.033487464849498459 -0.033651281391442016 0.018317068853075543 0.003204573933844981 0.046674914162916442 -0.074849073659806017 -0.013933562990278007 -0.051170991994440557 -0.092251692568728089 -0.00096599869681773972 0.045581453217676399 -0.01955847359545853 -0.053147387504577641 0.028406821727389245 0.046193230664357543 0.0011840843595564367 -0.044982419494287273 0.014076222836971283 -0.039032131037674847 -0.11289181619882585 0.003649614378809929 0.004502243810320195 -0.028615666246942936 -0.0078575551449771852 0.02961273130735961 0.0037767011396742118 0.017727474177802401 -0.05850552229210735 0.050743055939674375
leaf_weight=3287 21 22 38 63 23 30 21 20 20 24 37 27 23 22 41 32 58 48 25 32 20 24 142 62 62 29 60 214 30 20
leaf_count=3287 21 22 38 63 23 30 21 20 20 24 37 27 23 22 41 32 58 48 25 32 20 24 142 62 62 29 60 214 30 20
internal_value=0 -0.00199592 -0.00261157 -0.00165262 -0.00273067 -0.00150362 -0.0340483 -0.002826 -0.01297 -0.0566525 -0.00166394 0.00830734 -0.00367363 -0.0204235 0.0111693 -0.000356351 0.0171873 -0.00235753 -0.0247569 -7.38018e-05 -0.0141449 -0.0493238 0.00413986 -0.0097354 0.00436793 -0.00135254 -0.0111133 0.0090953 -0.000525968 0.010211
internal_weight=0 1290 1268 1230 1167 1123 44 1093 214 44 170 111 84 59 64 879 90 789 73 716 165 44 551 145 83 121 92 406 192 162
internal_count=4577 1290 1268 1230 1167 1123 44 1093 214 44 170 111 84 59 64 879 90 789 73 716 165 44 551 145 83 121 92 406 192 162
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=1 22 18 22 2 23 2 26 7 23 23 2 23 8 17 18 18 1 1 1 23 9 24 24 24 25 8 8 8 7
split_gain=0.693958 2.17731 2.58345 2.49262 3.1576 3.71767 2.17209 3.01972 1.66179 0.76839 5.27303 5.64367 4.29603 5.19097 5.79585 2.94095 5.58884 3.79773 2.79396 4.99733 2.7521 5.90805 3.85362 6.72867 3.4832 2.46979 2.07257 2.86065 4.76996 3.79259
threshold=1291.7626262626266 0.16115866532530923 1.1837427736521038 0.38887544015246067 1617.3084134827498 0.74864995719479077 1525.0731718514712 11.500000000000002 2918.9654086514993 0.7226233615967933 0.7061480730436579 912.78453232793208 0.74864995719479077 1917.8273214285716 0.96656398464511295 1.2752572488428624 1.2578372214481208 560.54465341761056 564.25301809514212 789.35754927951825 0.69436217904253084 290.62545454031118 0.81442856765821092 0.800892031491926 0.84799395680522149 0.77538684342258513 3028.6750000000006 2731.8482142857147 2581.7492668621703 1893.5759751033404
decision_type=2 2 2 2 2 2 2 2 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 -2 4 6 -6 7 -3 9 10 20 -12 13 -11 -15 16 18 -17 -14 -20 22 -22 23 25 -24 26 27 28 29 -1
right_child=1 3 -4 -5 5 -7 -8 -9 -10 12 11 -13 15 14 -16 17 -18 -19 19 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0003099800822230507 0.05194545531645417 0.022761241719126704 0.0032816618060072266 0.031543841424652122 -0.052080633766793963 -0.0022966233827173711 0.031326704532174128 -0.028530229007204373 -0.028328854022991092 0.0053395945940994559 0.0051464700574676203 0.07372533701360226 -0.033027771856311873 -0.086288394276052727 -0.017665296001359822 -0.003130118896228236 -0.054693785086274149 0.043166677590788294 0.047751081248988275 -0.0013712837360799314 -0.059192992153111849 0.0096112071751401976 0.055307188381751388 -0.057992686635166137 -0.0011988388001918794 0.033571896850745284 0.029259579069912434 -0.02617176001270612 0.034418862713500857 -0.017348778492213036
leaf_weight=3501 20 22 24 22 24 40 28 24 21 36 30 20 23 20 32 37 20 34 23 208 24 26 24 20 20 22 24 42 40 126
leaf_count=3501 20 22 24 22 24 40 28 24 21 36 30 20 23 20 32 37 20 34 23 208 24 26 24 20 20 22 24 42 40 126
internal_value=0 0.00570099 0.0254016 0.000283337 -0.00470022 -0.0209656 0.00936716 -0.00399953 -0.000265951 -0.000130537 0.000311138 0.032578 -0.00412805 -0.0238504 -0.0440588 0.000902568 -0.00379732 0.0190402 0.000210272 0.00351969 -0.000105855 -0.0234148 0.000199316 -0.000143631 0.0296226 0.000164486 -3.23963e-05 -0.000221937 7.52792e-05 -0.000303476
internal_weight=0 204 44 160 138 64 74 46 4373 4352 3919 50 433 88 52 345 274 71 254 231 3869 50 3819 3775 44 3755 3733 3709 3667 3627
internal_count=4577 204 44 160 138 64 74 46 4373 4352 3919 50 433 88 52 345 274 71 254 231 3869 50 3819 3775 44 3755 3733 3709 3667 3627
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=26 18 11 10 1 29 10 26 24 29 26 12 12 23 23 3 1 20 20 13 12 14 12 12 3 1 18 18 12 1
split_gain=0.655277 3.24408 2.97935 1.21306 5.90649 2.62649 1.57478 1.88889 1.87569 1.56018 0.970036 0.953445 3.97026 2.86425 4.12832 2.70673 4.99827 5.15852 3.34542 3.06087 3.01826 1.40035 1.02117 5.11038 2.28284 4.64611 3.52164 4.36922 5.48267 3.15224
threshold=42.500000000000007 1.1212603349560639 321.41663040173643 852.08107064635158 976.70246703849216 185.00000000000003 769.46784188034201 26.500000000000004 0.15852028020184858 185.00000000000003 24.500000000000004 3736.2609587582133 3624.2181274200825 -0.2436613292321694 -0.13421533231190083 1311.9355427903376 845.74273813217712 2.2264540982268857 2.1782264430372202 216.58145009096205 3997.8953719814408 0.010658718933117805 2813.8531943219846 2757.3388557353715 1007.1721252058611 1011.810598906701 1.4166731971430713 1.093658453599893 2936.7610393101481 471.3578731953275
decision_type=2 2 2 2 2 2 2 2 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 6 -5 -6 7 10 9 -9 11 12 22 -13 -15 16 18 -18 19 -16 -20 -22 23 -1 26 -26 27 -24 -29 -30
right_child=1 2 -4 4 5 -7 -8 8 -10 -11 -12 13 -14 14 15 -17 17 -19 20 -21 21 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0003842476946036837 0.021060114590959116 0.00029176862112113405 -0.052976160425515409 0.057956680513563612 -0.02466236001501481 0.016523520727059805 -0.020087818724986835 -0.017443178780376913 0.03301626919385265 0.01737718543698711 -0.019456247870738692 -0.030087107755243783 -0.038660409025571968 0.047678275808691981 0.015417362599132154 0.037433785373683685 0.0032014928374658616 -0.055345725240530802 0.059209760207505457 -0.03661811351776123 0.031103404946625238 -0.0063178193382918829 -0.0084555567027284548 -0.041830474995076659 -0.044270375536547772 0.0048644688175018156 -0.011257511282890617 0.058632241432188141 0.032304597893280204 0.0029465266738576117
leaf_weight=3566 22 21 21 21 30 32 39 22 34 31 26 20 27 25 26 22 34 27 21 20 20 20 65 30 27 67 71 33 58 99
leaf_count=3566 22 21 21 21 30 32 39 22 34 31 26 20 27 25 26 22 34 27 21 20 20 20 65 30 27 67 71 33 58 99
internal_value=0 -0.0100477 -0.0263422 0.000142488 0.0121201 -0.00340513 -8.19238e-05 9.57646e-05 0.0146839 0.00292345 -0.000199116 -8.20783e-05 -0.000442001 0.00611013 0.00947731 0.00445087 0.000131679 -0.0227128 0.0131552 -0.00720676 0.0285101 0.0123928 -0.000185055 -0.000730017 0.00448086 -0.00924873 0.0084397 0.013924 0.0215802 0.0137922
internal_weight=0 64 42 4513 83 62 4430 4391 87 53 4304 4278 4043 235 215 190 168 61 107 46 61 40 4016 3596 420 94 326 255 190 157
internal_count=4577 64 42 4513 83 62 4430 4391 87 53 4304 4278 4043 235 215 190 168 61 107 46 61 40 4016 3596 420 94 326 255 190 157
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=6 5 11 26 16 16 5 18 18 6 1 20 4 6 4 4 4 4 0 18 1 7 5 3 11 28 26 6 19 29
split_gain=0.712863 6.04005 5.22659 3.19452 2.16229 3.39969 2.9995 2.09821 3.83303 4.5651 6.12911 4.77911 4.5441 4.49604 11.398 4.22135 4.14536 4.06208 3.54416 5.37068 5.66182 4.5929 4.56941 3.49292 3.41374 4.33496 4.47662 4.01587 3.37375 3.33639
threshold=322.06265302600508 305.35094614466232 306.55595141047934 1.0000000180025095e-35 128.12500000000003 156.50000000000003 415.36924284347469 1.3762061572026643 1.2219434004776946 788.68767062514678 947.63573283230664 1.5936267394691892 1093.4528316500898 638.68222701924822 606.0788949148224 819.72855394299711 699.98529411764719 643.5687999882382 555.6857366771161 1.454959560335692 375.75815661824657 327.62162990700324 389.7357354425024 1274.2727414838698 607.83840690005081 3.5000000000000004 3.5000000000000004 447.9507353371734 1.261755620329154 200.00000000000003
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=2 3 -1 -2 6 -6 -3 8 13 10 11 -10 28 16 -15 24 17 -7 19 20 -9 -21 -22 -14 25 26 -13 -28 -11 -16
right_child=1 4 -4 -5 5 7 -8 18 9 12 -12 15 23 14 29 -17 -18 -19 -20 21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00070374813535294426 0.0069158112443983557 0.041767247194616962 -0.049660263346000155 0.045755533120698404 -0.034267051299584322 0.0090610765826403712 -0.0065901939230768583 0.072268658393824653 0.0065995569183794137 0.064168843440711498 0.030909230944610414 -0.0085541242940558333 0.010521672354597186 -0.073158282333094141 -0.0066256675236320622 -0.054674429502415481 -0.033727133965917998 0.046643109475412677 -0.013938605290850704 -0.034438176208641383 -0.0085356988171538858 0.0066941525784513642 0.032056893202165766 -0.034463598885174307 0.018142211974526829 -0.012979064296653615 -0.086929297648370263 -0.027610973652363535 0.011812667347840033 0.013440212718227035
leaf_weight=2487 40 29 22 45 29 398 23 22 83 20 31 27 45 23 284 32 21 31 71 32 44 179 75 28 26 235 25 21 32 117
leaf_count=2487 40 29 22 45 29 398 23 22 83 20 31 27 45 23 284 32 21 31 71 32 44 179 75 28 26 235 25 21 32 117
internal_value=0 0.00137464 -0.00113302 0.027478 0.000255732 -0.000286152 0.0203784 0.000231958 -0.0015443 -0.00766308 -0.0120959 -0.0150651 0.00935901 0.00269125 -0.0046977 -0.0199781 0.00965328 0.0117768 0.00644255 0.0105535 0.0256639 0.000456074 0.0170479 -0.00673295 -0.0166539 -0.0195912 -0.040877 -0.0598492 0.0319497 -0.000771034
internal_weight=0 2068 2509 85 1983 1931 52 1902 1479 605 480 449 125 874 424 366 450 429 423 352 141 211 119 73 334 308 73 46 52 401
internal_count=4577 2068 2509 85 1983 1931 52 1902 1479 605 480 449 125 874 424 366 450 429 423 352 141 211 119 73 334 308 73 46 52 401
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=28 25 25 28 28 20 28 16 0 0 21 16 12 23 16 11 7 25 22 27 4 15 18 18 12 15 18 22 23 23
split_gain=0.620483 3.17497 4.20522 8.01588 8.91022 11.458 6.46526 2.67725 8.34415 12.4906 6.86598 5.85871 7.5666 6.07211 5.41008 7.74687 5.84354 5.1468 4.52641 4.36827 4.34337 4.58376 6.28294 6.93565 3.62358 3.55941 3.10487 2.9769 2.80507 5.49365
threshold=5.5000000000000009 -0.11363091356934853 -0.075197553710694101 22.500000000000004 13.500000000000002 1.6384929701098652 17.500000000000004 379.50000000000006 304.83173469387765 266.56243802238282 0.944240717186137 289.07500000000005 1399.2081256156903 -0.22272486771832609 256.37500000000006 302.69439353676051 380.06755747941935 0.23578847699919034 -0.079999522709305285 7.5000000000000009 277.6527866037124 1213.3999999999999 1.426782415676165 1.2656842023696258 2658.7757196679686 1955.1000000000001 1.4572105859213507 0.0052992648502575099 -0.21792566619823878 -0.28122620082494626
decision_type=2 2 2 2 2 2 2 2 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 5 -3 -6 11 9 -9 26 14 17 -14 20 18 -17 19 -16 -13 -1 22 23 -22 27 -19 -10 -15 29 -12
right_child=1 2 -4 -5 6 -7 -8 8 10 -11 28 12 13 24 15 16 -18 25 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011407991337586008 0.029852947340149323 0.0099167857257582773 -0.00041582862688620552 -0.075158793798514784 0.068352737277746198 -0.070435646476431024 -0.0055528000318284696 0.0073550136576938851 -0.0041772204055130656 -0.0759791545720922 0.007700509382855325 -0.0033863664574680791 0.077730750940416177 0.013397586786055139 -0.021134867122731146 -0.084749525024191197 -0.019863058967249735 0.036646157862352473 0.027360258202411628 -0.063330110181123028 0.017846720442175865 0.003063569828937544 0.0058525250804086684 0.098365799750646826 0.0047360168053553657 -0.014684994901869109 -0.043413778509767284 0.05112054306440629 0.006917823572084307 0.062698504823492845
leaf_weight=476 33 35 2518 21 20 36 29 35 509 37 42 31 23 35 39 23 35 35 38 20 20 107 40 23 65 22 21 52 125 32
leaf_count=476 33 35 2518 21 20 36 29 35 509 37 42 31 23 35 39 23 35 35 38 20 20 107 40 23 65 22 21 52 125 32
internal_value=0 -0.0009743 -0.00135689 -0.0181625 -0.0081881 -0.0308253 0.0246127 0.00139141 -0.00299275 -0.0354695 0.000214824 0.00463101 0.0169993 0.0298448 0.000261191 -0.0179927 -0.0455939 -0.00381513 0.00279779 -0.0268937 0.00396131 0.0167434 0.0343789 0.0609151 0.0225988 0.0168341 -0.00573188 0.0359446 0.0160528 0.0314834
internal_weight=0 2692 2659 141 120 71 49 1885 801 72 729 1084 283 175 801 135 58 108 77 51 666 190 83 43 152 57 530 87 199 74
internal_count=4577 2692 2659 141 120 71 49 1885 801 72 729 1084 283 175 801 135 58 108 77 51 666 190 83 43 152 57 530 87 199 74
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=5 11 8 18 12 4 7 10 15 7 11 11 12 10 7 15 6 1 13 23 20 20 7 7 18 14 23 18 5 8
split_gain=0.707947 3.41258 2.46137 2.40837 4.52511 1.69956 1.32386 0.862811 4.15874 4.63937 5.13051 4.04869 3.96011 3.83378 3.77006 5.46303 3.56081 4.06973 3.96419 3.38342 2.71908 2.84614 2.62674 4.39382 2.62403 2.57356 3.0937 2.30726 2.14383 1.73976
threshold=1094.7730549621187 1025.8580193447392 1457.3947177419357 1.1147214849199307 1580.1918132611638 1416.1594202898552 1840.2752403235909 352.52961529814405 1144.05 889.66098561652848 769.06952969593647 762.89233302696096 2164.0210683394312 502.91426672243307 2243.022669002889 2825.2000000000003 544.78353157633319 587.89797649025058 89.974723718689759 0.47046794796298375 1.4574668415392387 2.4884771502216099 1691.3333291540728 1231.0173472353169 1.2289837061385736 0.21238451913587245 0.0048776790935247992 1.1596434884660385 841.79431609077903 773.5137362637364
decision_type=2 2 2 2 2 2 2 2 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 6 -6 -5 11 12 10 24 -1 13 27 16 -16 17 -11 -18 20 -20 22 23 28 25 26 -10 -9 -22 -27
right_child=2 -3 3 4 5 -7 -8 8 9 14 -12 -13 -14 -15 15 -17 18 -19 19 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0002941814489810107 0.032379820098479589 -0.037069245040416719 0.027855509877204893 -0.0047838818281888962 -0.047019764319062241 -0.0084304604324556536 0.029160953783947563 -0.020489710923284294 0.045160304981729266 0.0029613882303237919 -0.055615106098353864 -0.037177219943453875 0.061672375239431858 0.048023772188885649 -0.05331664923578501 0.015672168415039777 0.035583124880826003 0.062149642114169325 -0.020857831824790032 -0.035690149292349815 -0.010225954371377487 -0.0065854794849010733 -0.0034949720671941195 0.06302125680225866 -0.026617451833768027 -0.031866088176432709 -0.0035872182746728258 0.018112197294249201 0.035011052228510385 0.0068326516875198903
leaf_weight=3750 30 25 25 20 25 21 27 30 23 21 25 30 20 22 24 22 38 26 34 23 22 62 31 27 45 26 30 32 20 21
leaf_count=3750 30 25 25 20 25 21 27 30 23 21 25 30 20 22 24 22 38 26 34 23 22 62 31 27 45 26 30 32 20 21
internal_value=0 -0.000227346 0.00680349 0.000301035 -0.00710608 -0.0294029 0.0147163 -1.82074e-05 0.00342678 -0.00022415 -0.0137772 -0.000586904 0.0216814 0.0121598 0.00635876 -0.020322 0.010396 0.0357038 0.0057677 0.000594248 0.00485211 0.010248 0.0206848 0.0315482 -0.00656378 0.00246038 0.0175674 -0.000566145 0.0113155 -0.0145752
internal_weight=0 4429 148 118 93 46 47 4404 624 520 170 3780 104 84 350 46 304 47 257 219 196 162 100 69 145 100 53 62 42 47
internal_count=4577 4429 148 118 93 46 47 4404 624 520 170 3780 104 84 350 46 304 47 257 219 196 162 100 69 145 100 53 62 42 47
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=17 17 0 14 14 0 22 14 22 15 8 26 0 14 8 21 13 21 14 13 13 28 23 10 22 14 13 0 23 7
split_gain=0.714729 2.76404 6.97307 15.9514 15.5916 3.76029 4.05789 2.86467 4.12795 2.88005 5.17404 8.69758 8.6446 17.9542 7.09909 4.21648 7.35834 6.84414 7.27824 3.87189 6.70941 5.52418 5.08919 8.39837 9.25569 7.57518 4.88018 5.7744 6.05401 5.50323
threshold=1.0850391529236083 1.1083418069759163 509.3620854172151 0.019381723816517479 0.0015498785958243156 716.11972614939339 0.19832732178523602 0.0034016217247665932 0.23578823816390601 1459.2500000000002 1095.3275862068967 1.5000000000000002 406.40947872697626 0.040845971956336782 1283.3712552879222 0.53605240500341167 74.001674107142875 0.57616715821251185 0.11227875564264971 108.89194482183201 113.70675901612117 14.500000000000002 -0.10356652342604199 69.563438773095996 0.069208724132561836 0.057144556811421783 131.84241583799403 394.43557149996434 -0.23996537561375536 416.01816754106142
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 -7 8 -3 15 11 -11 -13 -14 -12 16 -9 18 -17 22 -21 -22 -19 -24 25 -25 -23 -28 -29 -30
right_child=1 7 5 -5 -6 6 -8 9 -10 10 14 12 13 -15 -16 17 -18 19 -20 20 21 26 23 24 -26 -27 27 28 29 -31
leaf_value=0.0013655575593210863 -0.017311365299281619 0.058648505061864857 0.021029074239777401 0.0023924284851399519 -0.13916843654144379 -0.044205092176795011 0.01170627290589942 0.064555017299090453 0.0019861033600237633 0.0091441668908704404 0.041359176667673248 0.0072989912171448987 -0.13249269501927 -0.015565213349101874 -0.01007645524714304 -0.076445257477462294 0.0069010679837435036 0.0017234070565988184 -0.0067878214363008742 0.038096835310089179 0.0070829601438393043 -0.047483932522728166 -0.063522784225642684 -0.05532376161854885 0.016213317488371914 -0.010216361626141495 0.020180554132697717 0.01958469366654754 -0.083733812086284165 -0.014525061932012993
leaf_weight=2086 21 20 64 59 21 25 27 26 36 44 35 21 24 29 115 24 149 546 40 58 617 34 31 49 99 155 53 22 20 27
leaf_count=2086 21 20 64 59 21 25 27 26 36 44 35 21 24 29 115 24 149 546 40 58 617 34 31 49 99 155 53 22 20 27
internal_value=0 -0.00114354 -0.0119268 -0.0311378 -0.0782399 0.00480002 -0.0151742 -0.000114527 0.0222227 -0.000678496 -0.0103986 -0.0260644 -0.0469991 -0.0685135 0.00192519 0.00065739 0.0154668 -0.000802692 -0.0329094 0.000398259 0.00529354 0.00283223 -0.00422444 -0.0139476 -0.00887552 -0.021051 -0.01398 -0.00464279 -0.02371 -0.0439756
internal_weight=0 2491 217 101 42 116 52 2274 56 2218 268 118 74 53 150 1950 175 1775 64 1711 831 773 880 334 303 204 156 122 69 47
internal_count=4577 2491 217 101 42 116 52 2274 56 2218 268 118 74 53 150 1950 175 1775 64 1711 831 773 880 334 303 204 156 122 69 47
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=19 20 19 20 20 29 13 13 20 12 28 10 16 20 20 20 0 29 10 13 9 9 12 13 11 0 10 10 0 28
split_gain=0.671308 1.22418 1.02872 0.773106 4.52706 5.10358 3.78335 5.7051 4.36029 3.80232 3.27613 3.01586 1.23967 1.04187 4.02764 6.13025 5.24703 3.02617 5.47675 3.55227 5.88877 5.92738 5.28538 5.23167 4.87272 4.6313 3.86093 4.02346 3.55854 3.36099
threshold=2.2243398023378238 4.5278525285923097 2.0843132792904293 4.1648017275135336 4.0087020955144572 65.000000000000014 105.44633501454426 126.93298846922335 4.352159261347361 1463.9767892112443 5.5000000000000009 138.00620017714795 116.05000000000003 2.9851362663498699 2.8457189844847721 2.8783485849532906 180.48670694180473 50.000000000000007 139.63483746792133 132.01164845758356 231.93754356020199 248.16964285714289 814.18398463056701 187.00244687176362 180.62709643953113 180.48670694180473 104.50280898876406 144.08799171842654 480.34375963599445 22.500000000000004
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=2 -2 3 4 13 -6 8 -8 -5 -9 12 -12 -10 14 -1 -16 -17 18 -15 20 22 -22 24 28 25 -19 -24 -28 -21 -23
right_child=1 -3 -4 6 5 -7 7 9 10 -11 11 -13 -14 17 15 16 -18 19 -20 23 21 29 26 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0001507378758184425 0.02410831337854747 -0.0059743966363991303 -0.018287632569310167 0.053046084455800828 0.0077230816629404835 -0.052148935081703318 -0.046808728163263633 -0.016372008607895287 0.004103139212185687 0.038332317412520453 0.0012319596886465496 0.054886170160025366 -0.029864581270764273 -0.055211128684736432 -0.05242441900902324 -0.040336743617081089 0.0067407999996218701 -0.0059060712923787329 -0.00091428601888719925 -0.0083051736932247874 -0.038118314806904113 0.0009790758841225634 0.017262645551402653 0.019223602156381352 -0.027278142398403538 0.053825131077319392 0.071267484137138667 0.020818767342716454 -0.060550399971279235 0.042854581890708732
leaf_weight=3429 31 24 31 27 24 35 28 27 22 24 22 20 21 21 36 32 91 27 161 32 35 115 56 37 31 25 43 25 22 23
leaf_count=3429 31 24 31 27 24 35 28 27 22 24 22 20 21 21 36 32 91 27 161 32 35 115 56 37 31 25 43 25 22 23
internal_value=0 0.0109813 -0.000133563 -8.2511e-06 -0.000284774 -0.0277942 0.00621712 -0.0105407 0.0180374 0.0093712 0.00691693 0.0267816 -0.0124857 9.79327e-05 -0.000570725 -0.0161298 -0.00550702 0.00377197 -0.00717931 0.00800367 0.0122535 -0.00136354 0.0236339 -0.00974287 0.00410291 0.0228109 0.0367071 0.0527202 -0.0295903 0.00795833
internal_weight=0 55 4522 4491 4300 59 191 79 112 51 85 42 43 4241 3588 159 123 653 182 471 380 173 207 91 83 52 124 68 54 138
internal_count=4577 55 4522 4491 4300 59 191 79 112 51 85 42 43 4241 3588 159 123 653 182 471 380 173 207 91 83 52 124 68 54 138
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=0 0 9 21 9 0 0 9 9 22 0 24 18 20 1 24 22 1 9 0 22 22 29 22 3 1 10 0 18 24
split_gain=0.628135 1.77552 2.44548 2.50873 1.87536 1.76988 4.66251 4.0237 8.65157 4.0002 3.65566 3.06003 2.77814 2.73629 2.24921 4.37473 7.95748 3.33863 4.59762 3.8931 3.33747 4.1172 5.48335 2.71592 2.3037 3.05888 2.21677 15.8358 2.90324 4.17983
threshold=157.43754443244953 149.38624826581233 303.6746005957217 0.58237986073501657 248.85470467385724 249.63500253764172 266.56243802238282 339.79904116819148 291.34457544498179 0.25549155814249153 246.7448979591837 0.078699312476291541 1.8718147196670782 1.5818187651466311 294.31362996690132 0.38873444952341069 0.2997662728220073 354.71994319336727 232.40083029738204 180.48670694180473 -0.079999522709305285 0.0097352616443201739 200.00000000000003 -0.05172615756200654 175.4968651058183 228.71020545061069 72.775713435702485 284.50728660652334 1.1375561441807591 0.0067943242359796187
decision_type=2 2 2 2 2 2 2 2 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 7 9 8 10 11 14 13 26 -7 15 20 -17 19 -19 -16 24 23 -23 -22 -2 -26 27 -8 -29 -30
right_child=5 -3 3 -5 -6 6 12 -9 -10 -11 -12 -13 -14 -15 17 16 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0021069561704264387 -0.037049512124874374 0.024842063544525041 0.0038515268452465538 -0.045635852621247371 0.02778401788203947 -0.0088741591759026045 -0.095103467293083666 0.023708434437596522 -0.066754589858464899 0.058059614083983684 -0.035017766945652277 -0.014605427847709507 0.036896579638123511 0.034649998873758775 -0.019393866797909141 -0.08165015828285721 -0.0049471665688447268 -0.030943611573155335 0.022199548360098294 0.030633206864066388 0.0020189327769912779 0.019248739058255322 -0.037185080840506333 0.045447695627808572 0.017575557535747067 -0.025201391194547923 0.00015593222342341273 0.015188712198565255 0.0010122629724083896 -0.041061573859417083
leaf_weight=345 33 36 20 21 31 20 20 43 24 22 38 32 20 52 20 21 38 41 27 70 24 36 33 36 32 35 3224 67 83 33
leaf_count=345 33 36 20 21 31 20 20 43 24 22 38 32 20 52 20 21 38 41 27 70 24 36 33 36 32 35 3224 67 83 33
internal_value=0 0.00353465 0.00169516 -0.0214957 0.00422395 -0.000388263 0.000425265 -0.00566364 -0.00814986 0.0193195 -0.00524384 0.0111245 -0.000265385 0.02256 -0.00270705 -0.00796699 -0.0322482 0.00688068 -0.00984265 0.0195161 -0.00171112 0.00891797 -0.00774135 0.0280762 -0.0154226 -0.00477061 -0.000482263 -0.0106179 -0.00138454 -0.010957
internal_weight=0 453 417 41 376 4124 3573 551 508 126 484 104 3447 72 446 288 59 158 68 90 229 129 69 60 100 67 3427 203 183 116
internal_count=4577 453 417 41 376 4124 3573 551 508 126 484 104 3447 72 446 288 59 158 68 90 229 129 69 60 100 67 3427 203 183 116
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=6 11 16 11 6 17 15 1 6 8 16 21 20 10 11 9 21 9 8 22 21 22 22 22 19 16 13 9 17 9
split_gain=0.657876 3.16312 6.57359 4.7846 3.83901 3.70207 2.84481 3.08426 2.58159 9.26114 2.37086 2.44389 2.2585 1.47632 4.92884 11.4367 2.70255 2.64989 3.8282 6.33933 2.98076 2.88525 3.07544 4.25306 2.74538 2.65467 2.62613 2.27811 2.40137 2.19584
threshold=129.11040886439375 91.434795562418714 254.50000000000003 86.701515151515153 102.48861470921679 1.5710275977458004 2171.2500000000005 316.37712336425113 138.33750790573615 658.35424844428496 95.500000000000014 0.73069915538816799 1.8697948177008084 72.775713435702485 200.77493500726692 96.63928053815178 0.71587243522678057 155.2207849018873 412.35104723707667 0.054786307429607738 0.7550558064187517 -0.31346063217302239 -0.25837990874907407 -0.23969673160905772 0.88597032916141438 132.40000000000003 100.2398675786378 143.09299586218779 1.2824875048089763 165.86981132075474
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 10 7 -1 9 12 -3 -12 -2 14 16 -16 -10 18 27 -20 25 -19 -23 -24 -22 -21 -27 28 -15 -25
right_child=8 2 -4 -5 -6 -7 -8 -9 13 -11 11 -13 -14 17 15 -17 -18 21 19 20 24 22 23 29 -26 26 -28 -29 -30 -31
leaf_value=-0.00042179623901091045 -0.019352055565369401 -0.010593830659985544 0.064766492921373126 -0.038157358709158318 0.04125739767762792 -0.025435783825482113 0.029161754354006714 -0.034465603031698731 0.032585047270086681 -0.073232969573952936 0.047542271737394663 0.0097984272986650477 0.023463815064834699 0.012753207961831129 0.0085512310059534177 -0.087408608149575157 -0.0045783295148804698 -0.029087677299976352 0.057849654659013532 0.026488989429629368 0.0047491130162961789 0.028444389711964776 -0.045406874943347206 -0.01260559271659999 0.056517936289310455 -0.033916657666365306 0.0099675709083676348 0.019776244198258682 -0.0097968657492626329 0.00028301463632654229
leaf_weight=188 22 25 23 33 23 28 27 31 22 22 29 42 28 66 27 23 177 35 35 23 20 37 21 138 21 30 25 52 166 3138
leaf_count=188 22 25 23 33 23 28 27 31 22 22 29 42 28 66 27 23 177 35 35 23 20 37 21 138 21 30 25 52 166 3138
internal_value=0 0.0036352 0.0156656 -0.00222065 0.00218794 0.00655816 -0.00146489 -0.00524078 -0.000395398 -0.0191651 0.0158897 0.0252149 0.00462483 -6.22092e-05 -0.00752212 -0.0355903 -0.000469815 0.000425712 0.00774276 0.0204385 0.00943525 -0.000525569 -0.000225727 -0.000547472 0.0312649 -0.00203928 -0.0139693 0.000858439 -0.00338176 -0.000259912
internal_weight=0 449 147 302 269 124 246 219 4128 72 96 71 50 4056 249 50 199 3807 438 154 119 3369 3334 3297 41 78 55 284 232 3276
internal_count=4577 449 147 302 269 124 246 219 4128 72 96 71 50 4056 249 50 199 3807 438 154 119 3369 3334 3297 41 78 55 284 232 3276
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=6 6 26 3 2 9 9 16 0 2 16 10 15 0 6 21 15 15 19 0 17 4 10 0 2 3 21 17 10 2
split_gain=0.64557 3.52124 10.686 5.04719 5.95227 3.35077 5.10865 3.24721 4.81673 5.11657 4.64088 3.96579 4.50088 5.27886 5.77022 3.41378 3.35239 9.39278 3.54787 3.24678 3.09125 4.20567 2.95986 3.31848 6.07987 3.31709 4.15154 3.42669 3.26996 9.48116
threshold=322.06265302600508 306.31552967659849 7.5000000000000009 390.59254414880667 644.22111441555728 296.85277283625959 278.96656657299621 128.12500000000003 315.52951485312002 487.08194703063629 428.65000000000003 340.7044554658051 2517.6499999999974 693.85916666666674 830.30840543881345 0.59530971793544596 1955.1000000000001 1632.9999999999998 0.90855177878246163 616.76852540272625 1.2152637713900332 584.80333577677607 127.76442275517708 375.97929919423245 586.00984332947678 518.42878120986722 0.8674838934076109 1.0813880448251714 187.22732564732567 764.97781725954735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 22 -7 -9 -10 11 16 13 15 -15 -13 17 18 -11 -18 21 -20 -2 25 -25 26 -24 -27 29 -26
right_child=5 2 -4 4 -6 7 -8 8 9 10 -12 12 -14 14 -16 -17 19 -19 20 -21 -22 -23 23 24 28 27 -28 -29 -30 -31
leaf_value=-0.00025340482236039499 -0.0027692091202368534 0.035335202068435372 -0.07066374960644492 -0.051548493087843622 0.011762370869065777 0.029918030015523397 0.032437620220212814 -0.039963341794688911 0.040451576880046303 -0.055839572908977668 0.0025600897832871957 0.015242064601231007 -0.038807923046260843 -0.066923676168715404 0.0063603420830553488 -0.012060689795045898 -0.031842922167852526 -0.094053877517580986 -0.0012121357178936402 0.020172902594010039 0.020410417315239709 -0.056709039820866149 0.05799720353231981 -0.033274014981296389 0.069853309009756365 -0.024579603016376496 0.01501108966064903 0.030954362656921149 -0.0094321004545955527 0.0062566036620410161
leaf_weight=2393 361 27 29 27 33 31 68 34 28 21 663 155 32 22 21 65 20 20 36 30 24 22 39 39 28 25 53 20 67 144
leaf_count=2393 361 27 29 27 33 31 68 34 28 21 663 155 32 22 21 65 20 20 36 30 24 22 39 39 28 25 53 20 67 144
internal_value=0 -0.00107822 -0.0180935 -0.000570122 -0.0167275 0.00130815 0.00615563 -0.0020344 -0.00286468 -0.00177637 -0.0028218 -0.0104461 -0.00339672 0.000911869 -0.0311338 0.00717534 -0.0224669 -0.0313422 -0.0191652 -0.000633427 -0.009773 -0.0222627 0.00385257 0.00961273 0.00333527 0.0223509 0.0332335 0.00010216 0.00930918 0.0166096
internal_weight=0 2509 116 87 60 2068 844 1224 1193 1159 1131 468 295 263 43 220 173 123 103 50 82 58 776 415 278 137 92 45 239 172
internal_count=4577 2509 116 87 60 2068 844 1224 1193 1159 1131 468 295 263 43 220 173 123 103 50 82 58 776 415 278 137 92 45 239 172
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=12 12 22 27 11 10 8 3 18 28 9 9 9 4 21 21 7 21 4 22 11 7 10 29 18 28 22 8 18 9
split_gain=0.63995 3.31911 3.41441 3.6575 2.71275 3.65511 3.37947 3.25897 1.64574 1.52776 2.45542 2.11345 1.81226 1.44057 1.2491 3.4399 2.71914 2.40511 1.45994 1.15024 1.08876 4.9332 2.70996 4.91026 4.2436 3.05453 3.02758 2.46593 2.42704 2.87741
threshold=536.97331759149949 504.95556186129016 -0.01602460019536987 2.5000000000000004 285.05580958075734 230.28370434615019 1127.5422794117649 633.9692577174427 2.3115494833138879 21.500000000000004 233.29062284723415 253.80965156214356 211.09152857364106 60.32629522594798 0.57616715821251185 1.1356065240726176 96.279859102520305 0.43906712892139799 227.59800850734729 0.037494421248908706 165.06603889310551 188.52038280581698 73.402810650887588 200.00000000000003 1.4166731971430713 7.5000000000000009 -0.31346063217302239 212.2869028910674 1.3762061572026643 246.61556253627501
decision_type=2 2 2 2 2 2 2 2 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 5 7 -6 9 13 11 -11 12 14 -2 17 -16 -17 19 -18 -1 -15 -22 23 24 -23 -25 -24 -28 -29 -30
right_child=8 2 3 -5 6 -7 -8 -9 -10 10 -12 -13 -14 20 15 16 18 -19 -20 -21 21 22 26 25 -26 -27 27 28 29 -31
leaf_value=-0.020664402758702637 -0.021217771799814319 0.0087927949979253444 -0.010716350839225924 -0.064808863312005999 0.045029082876031419 -0.037765747937789584 -0.005554917935281992 0.028247710586422021 0.029012996144592764 -0.0020050630657351578 -0.046670824252069004 0.024077308591785692 -0.030398495300956396 0.0032559698829096651 -0.038011479377746585 -0.02796146828681231 -0.0014952685252797825 0.038195307166980851 0.031094965633071427 0.011510320430621506 -0.035861641273666651 -0.014338080469390441 -0.03010735488496721 0.028470955416560174 -0.074213872607797382 -0.022380226087712108 -0.023231045192196258 -0.00044700144014100371 0.012321189533281479 -0.00087410480838000227
leaf_weight=20 31 23 25 25 28 28 25 36 20 32 20 31 23 1016 27 20 27 21 28 25 39 29 32 27 20 21 42 2167 371 298
leaf_count=20 31 23 25 25 28 28 25 36 20 32 20 31 23 1016 27 20 27 21 28 25 39 29 32 27 20 21 42 2167 371 298
internal_value=0 -0.00352049 -0.0230945 -0.0377626 0.000133989 -0.00316435 0.0211687 -3.90673e-05 0.000397157 -0.00375558 -0.0191842 -0.000141666 -0.00407249 0.000257329 -0.00046834 -0.00740444 0.0036141 0.0102511 0.0150961 -0.00278956 0.00042122 -0.000524316 -6.60007e-05 -0.0165088 -0.0387772 0.00622356 0.000482092 0.000822211 0.00117843 0.00644346
internal_weight=0 464 73 50 391 338 53 310 4113 274 52 222 191 4093 168 102 75 66 55 45 4062 3046 3007 97 49 48 2910 2878 2836 669
internal_count=4577 464 73 50 391 338 53 310 4113 274 52 222 191 4093 168 102 75 66 55 45 4062 3046 3007 97 49 48 2910 2878 2836 669
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=17 17 24 22 23 14 24 7 22 14 22 18 5 22 28 28 11 7 17 16 3 4 28 28 18 24 18 18 28 18
split_gain=0.648606 1.88799 3.12489 3.4719 2.33821 5.19963 4.52941 5.76233 2.76616 2.61075 2.75657 2.41001 1.90894 5.09767 4.80078 7.52016 13.0851 3.83159 4.63493 3.12066 2.76146 6.10915 3.35101 2.45388 3.80135 2.54916 3.28793 4.04977 3.66383 5.88654
threshold=1.2961144170586805 1.3163894035409973 0.018201844704443259 0.069208724132561836 0.060357529598985139 0.15491126713950912 0.24183155870713183 237.24256606033296 0.097321929272466315 0.067762399077277977 0.18492769138917489 1.0087592421691565 360.77953251692026 0.037494421248908706 23.500000000000004 12.500000000000002 376.65441050979058 512.03025856438228 1.4397385702931194 512.72500000000002 401.96128434316762 500.26456528825139 5.5000000000000009 1.0000000180025095e-35 1.3887350048701543 -0.034456405530804445 1.1024615345992774 1.1885781149184691 12.500000000000002 1.3514832009848299
decision_type=2 2 2 2 2 2 2 2 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 6 8 12 -8 -6 10 -10 -7 13 20 15 17 -17 18 -14 -20 23 -22 -23 24 -3 -25 -27 -28 -29 -30
right_child=1 4 3 -5 5 11 7 -9 9 -11 -12 -13 14 -15 -16 16 -18 -19 19 -21 21 22 -24 25 -26 26 27 28 29 -31
leaf_value=0.00074575283530945715 -0.037628257186397125 0.055571168251335623 0.024328156898695011 -0.030643127225339413 0.04283294986002148 0.0062593583102253355 0.0022375213447958231 -0.071843042909832941 0.048268757412291093 -0.019651986942404793 0.0031707278071818031 -0.039121983353048562 -0.0031150416005402805 -0.039599279825248433 0.054236084129661327 -0.092475127757643355 0.021915025487542154 -0.011976017734992343 0.075002014140288037 0.024740176823300621 -0.047065168693661695 0.034547819501974365 -0.020042934357796027 -0.0095677900656219173 -0.001949091876546542 -0.01660955251632806 0.038706720605291227 0.0096200375833109877 -0.057810329572986 0.0035142384764111165
leaf_weight=3287 38 20 27 20 40 22 21 21 23 21 33 25 32 37 20 20 20 37 21 30 40 22 23 231 27 68 37 242 23 49
leaf_count=3287 38 20 27 20 40 22 21 21 23 21 33 25 32 37 20 20 20 37 21 30 40 22 23 231 27 68 37 242 23 49
internal_value=0 -0.00190022 -0.0163044 0.000936121 -0.000884161 0.010214 -0.00263258 -0.0348028 0.0214995 0.0104172 0.0216931 -0.0178797 -0.00128008 -0.00332939 0.0080443 0.00227032 -0.0352801 0.0147871 0.0267177 0.0454362 -0.00161329 -0.0186299 0.00664588 0.000461903 0.0225276 -0.00113362 0.00351625 0.00741526 0.00372805 -0.0160756
internal_weight=0 1290 85 47 1205 164 1041 42 117 77 56 47 999 819 180 160 40 120 83 51 782 85 45 697 47 650 419 351 314 72
internal_count=4577 1290 85 47 1205 164 1041 42 117 77 56 47 999 819 180 160 40 120 83 51 782 85 45 697 47 650 419 351 314 72
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=14 28 3 20 12 17 20 20 20 14 15 25 25 14 21 21 25 14 12 2 26 26 28 19 22 21 21 25 25 21
split_gain=0.728741 3.19569 3.90831 3.37094 4.30708 5.52293 2.41104 2.84516 3.98357 3.13666 2.67158 2.28743 4.99821 5.14201 6.18638 4.04544 2.41174 5.92475 4.30675 2.24631 2.1527 3.47345 3.02825 2.30796 4.36462 2.12776 2.11564 2.14211 2.9263 2.10238
threshold=0.45890275681745246 18.500000000000004 467.85962873141648 1.3992586413619545 2540.3390220549663 1.3296681557289007 1.2878097324743694 1.3553620118374112 1.3845048814401626 0.32753123140987511 446.50000000000006 -0.081453616424926503 -0.085679872645048352 0.27385372986595974 1.1293831477171301 0.89018253620255106 -0.051226473406510341 0.41344029151902534 3624.2181274200825 446.90595872772207 8.5000000000000018 12.500000000000002 24.500000000000004 1.1847797501943218 -0.16225456398687099 1.0376527011084458 0.88544456298961027 -0.076842403124088701 -0.0039961679680049229 1.1035763320773431
decision_type=2 2 2 2 2 2 2 2 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 3 -3 26 29 -6 19 10 9 -9 -8 12 13 15 -15 -10 18 -18 20 -1 22 -22 23 24 -13 -17 27 -2 -29 -5
right_child=1 2 -4 4 5 -7 7 8 11 -11 -12 16 -14 14 -16 25 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.046223858566511247 0.030637650738935918 0.0036018046289400169 -0.050811787965622815 0.019239691017903914 0.078573139165730582 0.0084896693175489264 0.00079798747857029624 0.0016429322856393728 -0.025203526903081825 0.053918109558677922 -0.042668455130150246 0.054015063547662327 -0.050497654822122845 0.00025885436417801038 -0.070603043247352948 0.046927579199629171 -0.00045418307786580222 -0.046633541344531945 -0.029038907028734684 0.0041329559404402975 0.055857860975499662 0.0068850791112830241 -0.028356789862737059 -0.01138649736220638 0.0083570984497958103 0.0096023330514851436 -0.032793272286653519 -0.017766275325646768 0.013275404334917926 -0.0073749848513626586
leaf_weight=21 22 33 22 71 23 22 26 22 27 24 31 28 28 28 22 21 3580 28 26 32 28 30 20 30 83 56 20 65 57 51
leaf_count=21 22 33 22 71 23 22 26 22 27 24 31 28 28 28 22 21 3580 28 26 32 28 30 20 30 83 56 20 65 57 51
internal_value=0 0.00415778 -0.0181636 0.00786677 0.0178674 0.0443101 -0.00038294 -0.000654388 -0.000344495 0.0289169 -0.0228417 -0.000678082 -0.0116332 -0.00456691 -0.0309204 0.00810302 -0.000160608 -0.000812559 0.00944037 0.0208105 0.0140087 0.0305271 0.00805795 0.0132232 0.0198744 0.0197819 -0.00231675 0.0019161 -0.0032632 0.00811388
internal_weight=0 386 55 331 167 45 4191 4138 4081 46 57 4035 182 154 50 104 3853 3608 245 53 219 58 161 141 111 77 164 144 122 122
internal_count=4577 386 55 331 167 45 4191 4138 4081 46 57 4035 182 154 50 104 3853 3608 245 53 219 58 161 141 111 77 164 144 122 122
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=19 15 12 9 19 5 1 19 16 19 19 20 12 1 2 16 2 2 29 2 25 2 27 5 2 9 2 21 1 1
split_gain=0.642184 1.61735 0.992214 7.57114 2.85901 2.5832 2.04814 1.96193 2.52027 2.44128 1.69602 1.64359 1.02382 0.966409 0.869635 3.9644 4.35959 1.17285 2.00889 1.17745 4.66949 2.13234 2.33976 1.84662 1.24237 3.7346 2.43081 2.0736 1.96681 3.9003
threshold=2.2243398023378238 568.92499999999825 351.24611646746774 294.75682894459027 1.3804043006472841 224.39876290335459 198.26669970966489 1.9069473898057814 134.22500000000002 1.8447028796835456 1.7350879497405904 3.5250465093977392 389.23209296455758 102.7877276254482 198.24743334557439 137.50000000000003 177.31816780376198 222.18445163039164 85.000000000000014 248.79150373520272 -0.016302784745056038 261.3302787008767 7.5000000000000009 133.69244774415122 289.71469434545435 196.05430136511544 298.45017453335942 0.8674838934076109 212.92453334776567 189.41789049010421
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 11 -1 9 -9 10 12 -6 -4 -14 15 16 -15 18 -16 20 -19 22 -21 -22 25 27 -26 -23 29 -28
right_child=1 -3 7 -5 5 -7 -8 8 -10 -11 -12 -13 13 14 17 -17 -18 19 -20 21 23 24 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.0039931735023856166 0.028851073263929439 -0.0054966288586628846 0.016324664736166599 -0.05033760977852525 -0.01616443877108395 0.048188469111919402 -0.0373200589835289 0.0049793082555489882 -0.035272098859505996 0.034405411194477764 -0.022356648364273663 0.023891249671578407 0.018766874154763566 -0.0040071308782154867 -0.0076187470555305475 0.019654751941561702 -0.063175365068018449 -0.049725246849550826 0.034536833459368123 0.045319382372227587 -0.011635247765687006 0.026216099730559758 -0.001346451398872194 0.027301959514928361 0.029240888639770708 -0.047284412756562234 -0.0033433776541516701 -0.012759835066464852 -7.7480253810185878e-05 0.054059413932263857
leaf_weight=28 26 29 40 33 20 20 21 28 35 21 33 21 28 33 20 29 20 23 26 22 29 21 21 21 29 22 29 39 3790 20
leaf_count=28 26 29 40 33 20 20 21 28 35 21 33 21 28 33 20 29 20 23 26 22 29 21 21 21 29 22 29 39 3790 20
internal_value=0 0.0107405 -0.000130634 -0.00832767 0.00427531 0.0187245 -0.0137125 0.000137047 -0.0173826 0.000392779 0.000226477 0.00435189 0.000401335 0.000250474 0.000126855 -0.0100702 -0.0263348 0.000330201 0.0162083 0.000150566 -0.0124351 0.000380657 0.0225291 0.00471838 0.000139548 -0.0120409 0.000397768 0.000881742 0.000179885 0.0200863
internal_weight=0 55 4522 143 110 61 49 4379 63 4316 4295 41 4262 4222 4194 82 53 4112 46 4066 73 3993 43 50 3950 82 3868 60 3839 49
internal_count=4577 55 4522 143 110 61 49 4379 63 4316 4295 41 4262 4222 4194 82 53 4112 46 4066 73 3993 43 50 3950 82 3868 60 3839 49
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=17 15 7 21 21 27 21 23 29 17 23 15 22 9 21 7 17 15 15 0 15 0 0 0 10 21 4 4 22 22
split_gain=0.617149 2.1807 7.07187 1.72837 5.73827 6.1876 4.49951 4.18975 3.44844 2.32545 2.00671 3.20509 6.51482 6.90299 5.8528 5.30401 4.43154 5.0194 4.03509 3.38096 5.75445 2.7318 10.2811 5.39115 2.83059 5.02497 3.07348 2.95062 2.65839 2.44227
threshold=1.2961144170586805 1701.7999999999995 784.35342264340147 0.5881675917003486 0.60783124388032694 6.5000000000000009 0.58237986073501657 0.76389204028572466 85.000000000000014 1.2637579969520318 -0.097562655768233406 1263.1999999999991 0.024620432223798384 770.23380548805801 0.53342657716695241 622.07842536483827 1.0984809599493663 1213.3999999999999 1144.05 177.42551065578957 983.35000000000002 249.63500253764172 232.70310519645122 268.5898496897899 89.063294306152116 0.32562834358825216 195.64414414414418 181.49116943456914 0.38193066173941215 0.25127272755752506
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 9 -6 -7 10 -1 14 13 -13 16 -16 17 18 19 28 -21 22 29 -23 25 -25 27 -26 -12 -14
right_child=1 -3 -4 4 7 8 -8 -9 -10 -11 11 12 21 -15 15 -17 -18 -19 -20 20 -22 23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.026861351928008453 -0.00138009368107714 0.029360579402947968 -0.057340161450986721 0.0021132072107171388 0.0021689088285886662 0.015943198307650164 -0.037453690762905514 -0.033364414742819086 0.06412064316563118 -0.034613535702228547 -0.0024204160496592523 -0.082775092013180257 0.019673178960672683 -0.0074208131961284148 0.012054539444472861 0.072730803115293383 0.031147252937609501 0.037717960821464662 -0.039457544530867729 -0.012114700386300685 0.053580339307275918 0.051070136745415988 -0.076762135022065858 0.011886256646651489 0.0087753533961230454 -0.046514220234444917 -0.00064824092875278086 0.049674289199438969 -0.042358323037624358 -0.013952434610540946
leaf_weight=28 1245 22 23 67 1381 24 34 34 39 20 50 20 36 31 34 25 44 25 37 30 24 21 22 26 89 34 1011 22 25 54
leaf_count=28 1245 22 23 67 1381 24 34 34 39 20 50 20 36 31 34 25 44 25 37 30 24 21 22 26 89 34 1011 22 25 54
internal_value=0 -0.00185357 -0.00239514 0.000727444 0.00316233 0.0232687 -0.00143209 0.0013151 0.0457673 -0.000715027 -0.000313386 0.000134411 -0.00190411 -0.0369715 0.00960589 0.0377648 0.0025362 -0.00405483 -0.0103459 -0.00199606 0.0170831 -0.000544078 -0.0154818 0.000846634 -4.56612e-05 -0.0212073 0.00108598 0.0168814 -0.0157331 -0.000502189
internal_weight=0 1290 1268 3287 1545 130 1742 1415 63 1708 1688 1660 1366 51 294 59 235 191 166 129 54 1315 112 1203 1182 60 1122 111 75 90
internal_count=4577 1290 1268 3287 1545 130 1742 1415 63 1708 1688 1660 1366 51 294 59 235 191 166 129 54 1315 112 1203 1182 60 1122 111 75 90
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=20 20 28 20 20 10 20 20 28 13 29 20 13 0 0 14 25 28 23 9 25 20 20 13 13 5 6 12 13 13
split_gain=0.642248 2.91297 2.56735 6.00613 5.43042 6.69565 4.47703 4.9286 3.08044 2.73712 2.63873 2.2558 4.491 3.48667 6.65194 2.06856 1.91351 1.89438 2.81031 2.58699 3.60303 3.46885 3.6704 1.82574 4.26884 4.3272 8.14781 3.32735 3.80859 5.2384
threshold=3.7165071886661165 3.8080857278776947 2.5000000000000004 3.9609792245292783 3.9391239891940741 145.86272412387942 4.0824391750834392 4.0087020955144572 22.500000000000004 105.44633501454426 50.000000000000007 3.1361574426841083 124.18243421486515 293.52369281045759 480.34375963599445 0.21238451913587245 0.60121372848078591 3.5000000000000004 0.46065106146722112 237.74088660212436 0.56547636272926238 3.4948616340043892 3.2615374350488442 104.38409873708382 99.047431980212437 379.73729313811424 638.68222701924822 1824.9044776427625 117.00128038194445 120.99296386882726
decision_type=2 2 2 2 2 2 2 2 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 3 -3 5 -4 7 -6 9 16 -5 23 15 -14 -15 17 -8 18 -13 21 -21 22 -19 24 -1 -26 -27 -25 -29 -30
right_child=1 2 4 10 6 -7 8 -9 -10 -11 -12 12 13 14 -16 -17 -18 19 -20 20 -22 -23 -24 27 25 26 -28 28 29 -31
leaf_value=-0.0011958013832023488 -0.031766123872469458 -0.062452262498083569 0.07820993896573783 0.025354377273470164 0.003870321344584227 0.0048831919490387949 0.011966907437890769 -0.058411253385107831 -0.023889174032956362 -0.0069429926012225199 -0.013697832376666129 0.0071351935192942627 -0.047080184500664479 0.025576093638212317 -0.030849364889451326 -0.015772557784803212 0.043736757348793065 0.033247573715784857 0.050778805319633746 0.019852179432214768 -0.018745035819871272 0.056708838403224951 -0.020898608863353731 0.008234868363561661 -0.0075995955516093526 -0.088267457959326834 -7.7570257708430297e-05 0.010589672755857961 -0.044710909929902606 -0.0023074730732768954
leaf_weight=1805 34 21 20 24 24 33 70 27 32 58 62 25 20 45 39 20 26 31 36 51 46 25 21 574 93 22 20 234 30 1009
leaf_count=1805 34 21 20 24 24 33 70 27 32 58 62 25 20 45 39 20 26 31 36 51 46 25 21 574 93 22 20 234 30 1009
internal_value=0 -0.00367398 -0.00126811 -0.0145071 0.00361662 0.0325537 -0.00285453 -0.0291023 0.00434243 0.0102087 -0.00279954 0.000381931 0.00795787 -0.00955581 -0.000621441 0.0151007 0.0205712 0.0177282 0.0328921 0.0124122 0.00154835 0.0260977 0.0113808 -0.000336253 -0.00247867 -0.0196311 -0.0462723 0.00191404 -0.000936044 -0.00353183
internal_weight=0 431 397 107 290 53 237 51 186 154 86 4146 359 104 84 255 96 235 61 174 97 77 52 3787 1940 135 42 1847 1273 1039
internal_count=4577 431 397 107 290 53 237 51 186 154 86 4146 359 104 84 255 96 235 61 174 97 77 52 3787 1940 135 42 1847 1273 1039
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=25 22 12 22 25 25 7 13 16 13 26 13 0 8 22 22 25 16 18 13 26 8 0 0 18 16 18 18 13 0
split_gain=0.649293 2.77029 3.65623 3.36582 2.18424 5.36739 4.6094 5.11126 4.58842 4.39074 3.59077 3.35169 3.03124 3.37133 4.90545 4.65921 4.607 4.1318 2.64685 2.52136 2.64708 2.35061 2.94723 2.53873 2.15119 1.9477 1.92315 2.35415 1.98428 1.91198
threshold=-0.044052029634596694 -0.33062072898640521 1015.1036945962807 -0.30642657996983941 -0.064677081134098591 -0.066558280459801167 380.06755747941935 181.18559063136459 428.65000000000003 73.643279876990036 13.500000000000002 125.55084602289052 506.72028200951746 367.91235908997754 -0.20316920046450357 -0.17530553233496723 -0.090699305167578501 379.50000000000006 1.4435374111490684 212.81395729202458 7.5000000000000009 307.67501888899841 287.78976053388732 325.62214467005083 1.1788814298059249 281.17500000000007 1.4895265340137149 1.3928525844445845 74.985627851995886 623.90714285714296
decision_type=2 2 2 2 2 2 2 2 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 -3 5 9 7 10 -8 -1 11 26 13 14 16 -16 24 -15 -18 20 -10 22 -17 -24 -11 -26 27 28 -6 -14
right_child=1 3 -4 -5 6 -7 8 -9 19 12 -12 -13 29 17 15 21 18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.038545611985027789 -0.0035672298804946389 0.037990817492422856 -0.048924495348775826 -0.00038234954802815544 -0.015904226085102117 -0.037552392218065889 0.069222753246625274 -0.03196269789293997 0.023041055471237221 0.02339543900029226 -0.029831596753293915 0.042956016794778409 -0.037363921281169443 0.052693139513333646 -0.058373731427959034 -0.023655376980519473 0.055201695730973936 0.0036074794977507063 0.0085850402413468283 0.044738229302068555 -0.024592191278934479 -0.030719837038354444 0.042318552304059266 -0.00065063025633042512 -0.035892749711385244 0.0017858728109037176 -0.015912991762161256 0.043869868200272326 0.020407373271882537 -0.0024117915666308897
leaf_weight=30 52 23 27 3698 27 38 21 38 28 22 21 32 34 27 21 34 29 47 21 21 20 33 20 44 23 34 29 20 34 29
leaf_count=30 52 23 27 3698 27 38 21 38 28 22 21 32 34 27 21 34 29 47 21 21 20 33 20 44 23 34 29 20 34 29
internal_value=0 -0.000538578 -0.0190691 -0.00014516 0.00263397 -0.00146871 0.00948588 0.0010642 0.0282943 0.00159196 0.00876372 0.0144715 -0.00106022 0.00252717 -0.00247374 -0.0146457 0.0118684 0.0215171 0.0356227 0.0158378 0.00319387 -0.00763583 0.000137352 0.0127772 -0.003166 -0.0134178 0.00618507 0.0140967 0.00433503 -0.0212748
internal_weight=0 3800 79 3721 777 486 291 201 90 448 163 142 418 355 281 152 129 74 50 69 48 131 98 64 79 57 110 81 61 63
internal_count=4577 3800 79 3721 777 486 291 201 90 448 163 142 418 355 281 152 129 74 50 69 48 131 98 64 79 57 110 81 61 63
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=2 2 16 14 29 20 18 14 27 22 27 22 22 12 20 12 12 26 22 2 22 11 4 6 14 6 6 16 11 20
split_gain=0.647892 4.107 4.62574 2.69582 2.70468 2.61868 2.24012 2.089 3.99019 3.38573 3.41286 2.44397 3.02811 4.75536 4.54174 2.92844 2.72334 5.23687 2.36923 1.46101 2.93903 2.01911 1.33064 2.80439 5.82664 3.08276 3.98834 6.72417 3.9471 3.30504
threshold=1243.3530393033436 1208.5476298066781 585.55000000000007 0.0038666737859656426 140.00000000000003 1.4499807232984634 1.2399091633998485 2.3853681865369591e-05 6.5000000000000009 0.42634733275459696 9.5000000000000018 0.30288398830049984 0.20956691401788299 2380.1579026232494 2.3812360733474818 2483.2256637477362 2798.0092775999624 6.5000000000000009 0.14581832025903421 1338.026465735554 0.22449489591826613 168.65472171312823 982.7936098451388 870.33180490731672 0.067762399077277977 830.30840543881345 770.64553382025099 418.25000000000006 686.49741697416982 1.8618027344861587
decision_type=2 2 2 2 2 2 2 2 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 22 -3 4 7 -5 -7 8 -2 10 11 12 13 14 -9 -13 17 19 -16 20 -14 -21 23 25 -25 26 28 -28 -1 -29
right_child=3 2 -4 5 -6 6 -8 9 -10 -11 -12 15 16 -15 18 -17 -18 -19 -20 21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.00015247748018979031 -0.0079113243669271475 0.00015608003983894986 -0.051677016315586646 -0.0083914323455908085 0.034719502214681022 0.049426243081688886 0.0079741340469230305 0.049161776946857576 0.051217074834165127 -0.04066680294016134 -0.040452727001337785 0.038865127392551484 -0.020845588048299155 -0.022492031934293541 0.030079539023015814 -0.0015322652890493995 0.01728608601347164 -0.052280459019609475 -0.0096832914667767164 -0.00046270179429224562 0.029900310754776002 -0.036143728666778271 0.0080515590544367587 0.00012112216701587807 -0.057857537463020831 0.03188154587522149 -0.06682652151212097 0.020178018613452361 0.035126898768066898 -0.033046882413327698
leaf_weight=3535 25 36 33 22 22 32 22 34 21 23 21 34 21 37 23 38 27 33 43 35 25 29 194 52 26 30 24 28 32 20
leaf_count=3535 25 36 33 22 22 32 22 34 21 23 21 34 21 37 23 38 27 33 43 35 25 29 194 52 26 30 24 28 32 20
internal_value=0 -0.000447384 -0.0246337 0.00316404 0.00045122 0.0206903 0.0325383 -0.00115625 0.0190821 -0.00335711 -0.0012118 0.000962502 -0.00292638 0.00813681 0.0194695 0.0175443 -0.011842 -0.0173417 0.00417345 -0.00686011 0.0067337 -0.0166307 -2.39243e-05 -0.00044203 -0.0192051 -4.31427e-05 -0.000306331 -0.0236082 0.000164018 -0.00199902
internal_weight=0 4010 69 567 491 76 54 469 46 423 400 379 307 137 100 72 170 143 66 110 46 64 3941 3747 78 3669 3639 72 3567 48
internal_count=4577 4010 69 567 491 76 54 469 46 423 400 379 307 137 100 72 170 143 66 110 46 64 3941 3747 78 3669 3639 72 3567 48
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=21 8 10 9 18 8 3 28 8 18 3 18 21 12 9 21 21 21 18 15 12 22 12 0 28 28 15 18 18 18
split_gain=0.736938 2.06587 1.27234 3.7137 1.1953 1.92296 6.10474 2.2418 2.08523 1.93778 1.49921 1.24162 3.26198 1.98358 10.0382 1.90779 2.26308 1.88743 1.99436 1.85145 0.948493 0.836475 5.24052 6.33388 4.56702 10.7156 2.64397 2.62871 2.38663 2.92765
threshold=1.4936976213891604 235.85556352375525 63.19177197175793 87.680535804252386 1.7279375362407006 485.77531838893765 368.01261064160741 15.500000000000002 346.97356704579471 1.8466756762940164 463.10357983967759 1.6377107130298676 1.0827987435358619 351.24611646746774 281.0959701212945 0.5881675917003486 0.73635351969614304 0.45704442188968997 1.5302588649402675 826.50000000000011 389.23209296455758 -0.068781939225312019 822.14287658282672 359.66293854485525 27.500000000000004 24.500000000000004 1289.95 1.3660688863301171 1.5965308148378592 1.5178988135175775
decision_type=2 2 2 2 2 2 2 2 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 11 7 -7 8 9 -6 -8 13 15 14 17 -13 -17 -1 -19 -14 -15 22 23 27 25 26 -24 -22 29 -23
right_child=1 -3 3 -5 5 6 10 -9 -10 -11 -12 12 19 20 -16 16 -18 18 -20 -21 21 28 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.015631237308843995 -0.010385179391148715 0.029487684229388834 0.042751837885450755 -0.016719654787864007 0.015317180876930556 -0.067931109881028531 -0.018469486019128692 -0.02115921875358456 0.036852987529709939 -0.021592450320720671 0.018966253846883774 0.00030032806456662146 0.0056209551259165727 0.015665497310841697 -0.077496000789105901 0.056227252756555879 0.015325219556689263 -0.0033221503934608059 0.038680735975503922 -0.028750565871596336 0.029759375427080237 0.00048829640315582019 -0.0033998273366417048 0.057194629870355132 0.039244481530146341 -0.0757289693267508 -0.030517389458653173 -0.011645613665409062 -0.02264877521909427 0.017247967942643706
leaf_weight=36 52 32 21 21 33 20 23 36 20 25 20 26 42 39 20 24 31 26 20 25 23 2985 668 30 22 22 38 46 43 108
leaf_count=36 52 32 21 21 33 20 23 36 20 25 20 26 42 39 20 24 31 26 20 25 23 2985 668 30 22 22 38 46 43 108
internal_value=0 0.00754169 7.07076e-05 0.0130161 -0.000213492 -0.00826617 -0.0222872 -0.000517688 0.00900917 -0.000592143 -0.00105751 0.000119995 0.00911933 -0.000202812 -0.0139746 0.0226215 0.0331734 0.00151847 0.01494 -0.00720424 0.000146273 -5.60851e-06 -0.0027901 0.0188344 -0.00564454 -0.00700108 -0.00485941 0.00215605 0.00074823 0.0010735
internal_weight=0 126 94 42 4451 177 63 114 78 58 43 4274 148 4126 102 81 55 82 46 67 4024 3985 849 99 750 728 706 69 3136 3093
internal_count=4577 126 94 42 4451 177 63 114 78 58 43 4274 148 4126 102 81 55 82 46 67 4024 3985 849 99 750 728 706 69 3136 3093
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=14 17 3 3 28 28 8 28 16 1 23 28 12 18 16 18 28 17 17 12 16 6 15 1 12 17 3 28 28 12
split_gain=0.707684 1.77745 1.82088 3.72108 4.74259 7.33242 2.52559 2.17605 5.09956 4.16244 3.60467 6.57063 2.59451 2.31156 2.58785 1.71589 1.6968 3.20518 8.63915 6.49459 5.68486 5.77988 4.89307 6.76811 4.41763 3.99582 3.69964 3.38389 2.6725 4.56903
threshold=0.39872307901590526 1.0445246121842433 463.10357983967759 511.77905949295626 16.500000000000004 9.5000000000000018 383.23204560168091 5.5000000000000009 296.50000000000006 311.80570786053141 -0.16142990025654133 18.500000000000004 1788.1729267934281 1.3844880861632209 163.12500000000003 1.2822040115376721 18.500000000000004 1.3885958241182419 1.2961144170586805 3222.3911842754492 686.62500000000011 210.0431034482759 2275.8500000000004 976.70246703849216 1768.0313376186371 1.1121463555920228 1342.1570419913494 26.500000000000004 17.500000000000004 1069.9413500476799
decision_type=2 2 2 2 2 2 2 2 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 6 -4 5 15 7 8 13 12 11 -11 -9 14 -3 -5 28 18 20 -19 21 -18 25 -24 -22 -23 -25 -27 -1 -30
right_child=1 2 3 4 -6 -7 -8 9 -10 10 -12 -13 -14 -15 -16 -17 17 19 -20 -21 24 22 23 26 -26 27 -28 -29 29 -31
leaf_value=-0.00090766223234301521 0.027130483239889147 0.0086773919727420445 -0.042043674078125225 0.010230450406670571 -0.030957220459822566 0.058555533945560456 0.030778266380851467 0.0022985938044342525 0.042517958036623893 -0.064585630584042528 0.00265107968345631 0.0084803201537579295 0.0428348770737648 0.023952507479461257 -0.032204376334945363 -0.031192840598523619 -0.0087348779407329848 0.0079379520333015628 -0.049270477017853413 0.071570444591343416 0.0027986474055796862 0.014850452213740631 -0.039440674467810563 0.049308202664057416 -0.062138472721827299 0.064060333841997719 0.00054000287627180418 0.015584297291934491 -0.055811620783060789 -0.0044238798049909458
leaf_weight=3293 30 32 26 20 32 25 36 75 40 32 43 20 20 27 30 20 160 81 32 20 20 179 35 21 22 36 60 24 24 62
leaf_count=3293 30 32 26 20 32 25 36 75 40 32 43 20 20 27 30 20 160 81 32 20 20 179 35 21 22 36 60 24 24 62
internal_value=0 0.00351918 0.0020373 -0.00844818 0.000556799 0.0160714 0.00567029 0.00283679 0.0128603 -0.00396866 -0.0187699 -0.0364833 0.0108325 -0.000468956 -0.0111041 -0.0104812 -0.000439357 0.00407964 0.00125733 0.0205384 0.00416018 0.00704523 0.0141574 -0.00269441 -0.031216 0.0223365 0.0131836 0.0446699 -0.00136215 -0.0187646
internal_weight=0 508 478 123 97 65 355 319 129 190 95 52 95 89 62 40 4069 690 589 101 557 515 355 116 42 239 81 60 3379 86
internal_count=4577 508 478 123 97 65 355 319 129 190 95 52 95 89 62 40 4069 690 589 101 557 515 355 116 42 239 81 60 3379 86
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=7 7 1 21 15 15 7 28 1 16 20 7 21 0 20 11 5 16 0 2 0 0 15 0 7 7 28 5 7 9
split_gain=0.645852 3.10453 6.90859 7.27381 3.20553 3.76802 3.01649 6.42655 6.62904 3.63114 2.78097 2.54397 5.22917 3.51313 2.53318 3.5016 5.60443 6.58265 5.2565 2.82468 2.03792 2.93366 3.75089 3.75663 2.03445 8.55699 9.42599 5.83503 4.02438 3.21971
threshold=1521.1132920696512 1379.5091398169263 700.81349976859008 0.63156156910422412 2136.7499999999995 2038.2 1691.3333291540728 24.500000000000004 947.63573283230664 604.25000000000011 3.4551853272604114 1411.4423430275683 0.53605240500341167 361.33619047619055 2.1212295670465111 203.45652855643451 316.72720488466763 408.90000000000003 340.00385180829176 896.2813355688894 327.41322350955653 366.51976955440813 1641.4499999999996 552.30969647251857 1231.0173472353169 1258.8908766233769 16.500000000000004 199.15476190476193 1074.7390027543352 205.03939393939396
decision_type=2 2 2 2 2 2 2 2 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 11 -4 5 24 7 8 9 14 -6 12 -3 -13 -2 18 -17 19 -16 -18 -8 -22 23 -23 28 27 29 -26 -1 -27
right_child=6 2 3 -5 10 -7 20 -9 -10 -11 -12 13 -14 -15 15 16 17 -19 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-3.4662265077902602e-05 -0.013519196179897889 -0.050867326380241489 -0.067444453868818907 -0.0042590568959712987 0.04207028239325155 -0.040877936812846558 -0.024571635505451606 -0.032117917106069364 0.072863368503749373 -0.025862943567335608 0.0059651499905157834 -0.00085592221182126274 0.019702930748462678 0.050693725068122156 0.033244236931204797 0.07615241217426956 0.021534663829065506 0.0647679970156224 -0.025953157457212606 -0.030976501572877169 0.035623931010132247 -0.00082155568077443885 0.0010390564674270099 -0.055686129846920576 0.015744538864653029 0.043373817489260724 -0.066632528733462093 0.085476343533567478 -0.017350593123214273 -0.00068019359620122982
leaf_weight=2790 23 21 38 35 32 23 34 29 20 22 64 39 21 20 30 24 21 21 30 20 23 26 837 24 28 21 20 21 141 79
leaf_count=2790 23 21 38 35 32 23 34 29 20 22 64 39 21 20 30 24 21 21 30 20 23 26 837 24 28 21 20 21 141 79
internal_value=0 -0.000701714 -0.0137122 -0.0371501 1.55307e-06 -0.000551719 0.00201091 0.0120214 0.0180879 0.0123523 0.0180002 0.00322813 -0.0155822 0.0166185 0.0173271 0.0221864 0.0351219 0.0192391 0.00364554 -0.00408054 -0.000534134 0.00036397 -0.000550324 -0.0271566 -0.000252525 0.0104161 -0.0039628 0.0456296 -0.00086767 0.00857115
internal_weight=0 3393 174 73 3219 3123 1184 240 211 191 96 101 42 59 169 146 86 62 60 41 944 910 887 50 3100 169 120 49 2931 100
internal_count=4577 3393 174 73 3219 3123 1184 240 211 191 96 101 42 59 169 146 86 62 60 41 944 910 887 50 3100 169 120 49 2931 100
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=28 14 10 10 16 3 21 1 22 1 1 29 21 3 21 3 1 1 14 28 14 10 24 16 28 18 25 22 22 28
split_gain=0.681244 4.41293 3.25755 9.76391 5.18311 5.51982 9.88787 4.809 5.21904 5.3834 4.53207 4.96833 3.96806 4.62784 4.16863 3.93066 3.4093 3.97931 3.60307 3.69161 3.20294 2.55021 2.21336 5.59693 6.90443 4.17581 3.01648 6.04587 5.8956 2.2225
threshold=19.500000000000004 0.55143367043426539 101.85634636217516 91.992376276534131 686.62500000000011 622.07468056598134 0.835065625488011 422.04652454917772 0.048848404434010624 491.38604363513736 365.2664275293053 185.00000000000003 0.72656000067419158 821.41324217058684 0.42543924520236626 1078.6236495244866 1200.8603766478343 1049.548888778266 0.0046851651411071536 25.500000000000004 0.25419891992302907 132.03764823546223 -0.065900116543366902 547.65000000000009 10.500000000000002 1.5581859660222246 -0.081453616424926503 -0.20316920046450357 -0.094348352407325572 12.500000000000002
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=22 2 3 20 5 7 12 10 9 -9 11 -4 13 -7 -15 -6 17 18 19 -16 -2 -13 23 25 -25 -1 27 -24 -29 -28
right_child=1 -3 4 -5 15 6 -8 8 -10 -11 -12 21 -14 14 16 -17 -18 -19 -20 -21 -22 -23 26 24 -26 -27 29 28 -30 -31
leaf_value=0.0086914738893508914 0.019314021366680492 -0.039335855989096065 0.0086636714424085191 0.079618577659130108 0.0010193967493250967 0.040219212973283403 0.076925979317589252 -0.0445154490118677 -0.065427472442388543 0.024677081430411859 0.04497662261128426 -0.0089896220294758671 -0.031524058508997164 -0.01349329824406135 0.0060837229471653702 -0.059006464194195966 0.051196536201645028 -0.01548948883596394 -0.0077932097403139904 0.056704025781329936 -0.020096011226996779 -0.059489243882708258 0.021684021859740221 0.0079162492266585758 0.082179715750472893 -0.030387356291924208 0.00054380529295182595 -0.080193884258291548 -0.013172332504764201 -0.0057935698778218978
leaf_weight=125 58 24 83 22 20 45 22 22 26 23 21 20 24 79 25 24 22 45 29 34 32 20 24 31 21 35 2880 21 35 685
leaf_count=125 58 24 83 22 20 45 22 22 26 23 21 20 24 79 25 24 22 45 29 34 32 20 24 31 21 35 2880 21 35 685
internal_value=0 0.00282371 0.00427748 0.0198995 0.00128147 0.00397064 0.0121939 -0.00845984 -0.0297589 -0.00915038 0.00204178 -0.00528856 0.00749386 0.0108502 0.00520236 -0.031722 0.0147311 0.00869925 0.0210685 0.0352547 0.00530157 -0.0342394 -0.000527111 0.00940592 0.0379073 0.00014298 -0.00110483 -0.0203086 -0.0383054 -0.000673895
internal_weight=0 720 696 112 584 540 325 215 71 45 144 123 303 279 234 44 155 133 88 59 90 40 3857 212 52 160 3645 80 56 3565
internal_count=4577 720 696 112 584 540 325 215 71 45 144 123 303 279 234 44 155 133 88 59 90 40 3857 212 52 160 3645 80 56 3565
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=14 12 0 22 16 12 0 9 14 5 11 5 7 0 9 16 14 16 25 24 25 15 24 1 9 16 11 15 15 25
split_gain=0.65437 2.04061 2.29143 3.49205 3.02772 2.08735 1.81352 1.31949 1.17371 0.738198 2.75874 1.83828 1.45077 2.59889 1.14152 0.938058 3.88608 3.12401 2.86397 4.75464 3.40668 3.95827 3.85754 1.83851 1.79388 1.97881 6.45444 3.18488 1.74642 1.72621
threshold=4.7475208353788495e-05 827.76605825986201 363.49154559252594 0.32657481640360081 619.37500000000011 2658.7757196679686 835.26978256995199 284.58100034463183 4.7707363730739181e-05 1094.7730549621187 1025.8580193447392 1161.626192189465 1664.487092615763 857.49130843316902 790.22102644087943 678.57500000000016 9.4720515266324861e-05 656.50000000000011 -0.064677081134098591 -0.04059325978144316 0.03691222814415554 1356.5000000000002 0.25883057818589777 908.19076884411368 814.8909700722395 625.97500000000014 466.11946288342233 2119.1000000000004 2248 0.53772389739954274
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 -6 -2 10 15 -11 14 -14 -13 17 -17 24 -18 -20 21 -21 -22 -24 25 -10 27 -27 -19 -25
right_child=8 2 3 6 7 -7 -8 -9 9 11 -12 12 13 -15 -16 16 18 28 19 20 22 -23 23 29 -26 26 -28 -29 -30 -31
leaf_value=0.033727903510241401 -0.021027453436895653 -0.029784684999031016 0.019931136623311502 0.00086460450003224038 0.057028688406571749 -0.023039806112647058 -0.037758779767900708 0.020703921522945166 3.3838505270226216e-05 0.028967711937924231 -0.033471412556245923 0.032820261609740553 -0.027599395115805028 0.011795015480707993 0.00047228359617292883 -0.048322355072014038 -0.0288800841011107 0.0075480395484538304 0.043894249006795394 -0.0036731520797624144 0.046835370529443032 -0.055068839102497574 -0.022471412399719504 0.032263404866680501 0.017873413069067864 0.025383424950057583 -0.055860913907074261 -0.019946048555955775 0.048837687894701963 -0.002927013798414365
leaf_weight=23 27 20 26 31 20 20 20 20 3759 30 25 20 34 33 24 20 35 21 24 43 20 23 29 20 55 31 27 31 20 46
leaf_count=23 27 20 26 31 20 20 20 20 3759 30 25 20 34 33 24 20 35 21 24 43 20 23 29 20 55 31 27 31 20 46
internal_value=0 0.00590967 0.00183439 0.00645031 0.0187449 0.00124812 -0.0142818 0.0388663 -0.000241924 -0.000113501 -0.000350822 0.00700445 0.00106843 -0.00819618 0.0151759 -0.000153863 -0.00597175 0.000229669 -0.00244253 0.0020712 -0.0034744 -0.0215838 0.0069188 -0.00148469 -5.87879e-05 -0.000315095 -0.0150527 0.00271869 0.0276893 0.00773675
internal_weight=0 180 157 137 86 46 51 40 4397 4370 4229 141 111 67 44 4204 260 3944 240 205 181 66 115 95 3903 3848 89 62 41 66
internal_count=4577 180 157 137 86 46 51 40 4397 4370 4229 141 111 67 44 4204 260 3944 240 205 181 66 115 95 3903 3848 89 62 41 66
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=1 22 19 19 22 19 7 2 2 3 0 3 19 2 7 17 17 17 0 3 3 1 18 3 7 0 19 9 0 13
split_gain=0.649655 1.7283 3.01015 2.76941 2.11037 3.01035 1.3558 1.3205 2.70541 0.868306 4.06393 5.58385 2.71976 1.99336 3.70331 2.79522 3.69421 4.02252 2.25299 1.25165 5.52869 3.0249 3.40895 3.17542 3.58063 5.43895 5.38347 3.06351 2.71025 2.6931
threshold=1291.7626262626266 0.38887544015246067 1.0075622714582748 1.0460904097271533 0.16115866532530923 1.3248832345412984 2918.9654086514993 1617.3084134827498 1525.0731718514712 1414.2971069409361 893.16749680715213 1467.1523989898992 1.2373053492951631 1280.7946656760639 2286.418210590939 0.98712310692649408 1.0249075720886511 1.0850391529236083 810.45141225497775 1029.2367383360622 1007.1721252058611 1077.6425186038273 1.1897580541828356 1256.7639409812471 1083.7879779006578 689.01981749791037 1.1477646151783614 889.86092885857477 641.13986928104589 70.572705255965602
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -5 9 8 -6 13 11 -11 -13 14 19 -15 18 -18 -17 20 -1 22 23 24 -21 -26 -27 29 -22 -24
right_child=1 -3 3 4 7 -7 -8 -9 -10 10 -12 12 -14 15 -16 16 17 -19 -20 21 28 -23 27 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00023235091364409491 -0.026632215666274231 0.031989946961402893 0.041742326833662538 0.049202376324683432 -0.012985776205930642 -0.0056643234891816975 -0.025605233643381371 -0.020342761962800413 0.033365169167518617 -0.054510960032542549 0.022658166962285196 0.024404646060429514 -0.019302381458027023 0.033968351827934389 -0.031817505971805472 0.0039974561204080992 0.042605518608872767 -0.0050417683848708464 -0.03980103254628678 0.047291429682324332 -0.011611384570598604 -0.028541418995994789 0.011521120222945077 0.051168973535299304 0.029806847187379998 -0.046396620545921655 0.013090375647880138 0.037342852937235015 -0.059176776606751524 -0.0089223117337440989
leaf_weight=3492 30 22 21 20 34 20 21 37 20 30 31 24 35 40 37 23 34 37 24 24 25 26 96 25 48 29 32 21 23 196
leaf_count=3492 30 22 21 20 34 20 21 37 20 30 31 24 35 40 37 23 34 37 24 24 25 26 96 25 48 29 32 21 23 196
internal_value=0 0.00551602 0.00231587 0.00802931 0.00262493 0.021769 -0.000257322 -0.00579006 0.00418124 -0.000135009 -0.00852331 -0.0193843 -0.00152325 0.000102845 -0.000324559 0.0111234 0.00337931 0.0177752 -0.0183677 -3.5919e-05 -0.000695684 0.00466341 0.00649637 0.0184705 0.0123242 0.00462494 -0.0151903 0.000451931 -0.0344031 -0.00220118
internal_weight=0 204 182 152 131 40 4373 91 54 4352 120 89 59 4232 4074 158 118 71 47 4037 3540 497 471 158 133 109 61 313 48 292
internal_count=4577 204 182 152 131 40 4373 91 54 4352 120 89 59 4232 4074 158 118 71 47 4037 3540 497 471 158 133 109 61 313 48 292
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=19 19 20 2 2 28 1 7 21 12 12 12 13 20 20 12 21 19 20 21 22 22 13 21 21 1 13 1 24 24
split_gain=0.583209 0.966868 0.932391 0.551345 3.64892 4.62787 4.47785 2.3431 4.09449 2.407 1.72823 1.64117 3.49807 1.46808 2.86258 2.77414 2.37375 2.06255 1.99527 2.05691 2.62573 3.39761 1.87331 2.11728 3.15291 1.34666 1.33631 1.1511 1.12059 3.48963
threshold=2.2243398023378238 2.0843132792904293 4.5278525285923097 1243.3530393033436 1208.5476298066781 16.500000000000004 1045.3327916166952 1986.1288926969621 0.53177259051284076 2483.2256637477362 3736.2609587582133 2658.7757196679686 119.99805719397312 2.7997117128216993 2.4884771502216099 903.95242695217883 0.45096232364333355 1.0520443716307815 1.8031167227677927 0.41230194497903144 0.34894026942975165 0.28058270406121283 108.89194482183201 0.5179681172834032 0.56144331766866784 1246.2868618944326 82.001156069364171 1423.6702968182792 0.85875011718059768 0.82701033355469622
decision_type=2 2 2 2 2 2 2 2 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 -2 4 28 6 -6 8 -5 -10 11 13 -13 14 15 17 26 -9 -17 -20 21 22 23 -21 -25 -15 -16 -14 29 -1
right_child=2 -3 -4 7 5 -7 -8 10 9 -11 -12 12 27 25 16 18 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00019802127042803632 0.021691667829309744 -0.017724337542970335 -0.0045622416073456407 0.049450299675975529 -0.071152461796494523 0.014635921337387779 -0.0094056761783102294 0.003349939073668793 0.021848059411753308 -0.017641066811208066 0.022565881478658414 -0.04961466502531299 0.0096824407166637046 0.0017696374519304795 0.011770014479756355 -0.019689300385388464 -0.040470127074112155 -0.041521451542420047 0.037143501075583382 0.038759385146200663 -0.025194344279311956 0.049803562639724644 -0.012868411870052419 -0.019255646372792021 0.027789534814655781 0.037622718214988714 -0.021629479146845963 -0.020551837570965292 -0.012374652096898192 0.02233897757317339
leaf_weight=3713 31 31 24 28 24 22 23 20 33 29 32 21 34 22 25 22 29 21 28 25 21 21 36 29 28 20 23 20 72 70
leaf_count=3713 31 31 24 28 24 22 23 20 33 29 32 21 34 22 25 22 29 21 28 25 21 21 36 29 28 20 23 20 72 70
internal_value=0 -0.000124491 0.0102354 -3.00459e-06 -0.000424184 -0.0232174 -0.0409359 0.00291183 0.0177111 0.00337734 0.000119501 -0.00149462 -0.0149832 0.00123956 -0.00101448 0.0041598 -0.0178813 -0.019633 0.00880506 0.0121395 0.0077638 0.0127431 0.00614759 0.0144961 0.00385427 0.0188425 -0.00423391 -0.00151544 -1.62126e-05 0.000219
internal_weight=0 4522 55 4491 3924 69 47 567 90 62 477 445 75 370 328 251 77 41 210 188 160 139 118 82 57 42 48 54 3855 3783
internal_count=4577 4522 55 4491 3924 69 47 567 90 62 477 445 75 370 328 251 77 41 210 188 160 139 118 82 57 42 48 54 3855 3783
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=14 0 17 3 1 10 15 14 9 18 18 1 13 16 19 17 15 16 0 14 15 0 19 15 16 22 14 15 29 14
split_gain=0.62703 1.86723 1.42909 1.91079 5.0128 1.71689 1.64091 1.0925 2.98826 4.41443 3.35774 2.69302 2.87146 2.43369 3.11107 2.25621 2.8022 1.84062 4.65721 1.82204 1.75826 1.61447 3.39322 1.55536 1.30348 1.18707 5.53353 4.29941 4.43998 3.75943
threshold=4.7475208353788495e-05 298.33432154839778 0.96169101476442498 1321.0865139579103 1020.0271554216706 234.18744116966289 2676.2500000000005 0.00031009786424980465 410.31140282740415 1.2399091633998485 1.1611389186335361 1077.6425186038273 117.00128038194445 606.65000000000009 1.2295574521573986 0.97780413564631685 2306.2999999999993 363.25000000000006 239.67114262990458 0.00034919300297982459 990.39999999999998 705.90178571428589 1.1798413902304565 813.02500000000009 670.30000000000007 0.35100197514909443 0.010258138429346149 887.07499999999993 70.500000000000014 0.0024992254551747528
decision_type=2 2 2 2 2 2 2 2 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 -4 -3 -5 8 10 -10 11 -2 24 15 -15 16 17 18 20 -9 23 22 -17 -12 -13 -21 27 -27 -29 -30
right_child=7 2 3 6 -6 -7 -8 19 9 -11 13 12 -14 14 -16 21 -18 -19 -20 25 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.020825319520562241 0.043924157795580954 0.043847851297291726 -0.014948736237628119 -0.028036827586877807 0.042989068385213616 0.0042998542210885456 0.0071606671782555413 0.022687225411128668 -0.0628858684074311 -0.0022336550921733893 0.008323055044526146 0.026160757523030043 -0.025607185454472256 -0.056020712344483893 -0.0057691670155950959 -0.0055170623064041135 -0.036810854356735943 0.017947324284662804 -0.048579431499820205 -0.00030094184111627531 0.020776550273100537 -0.010233871370553971 0.046081141339471714 -0.030164553819312934 -0.0023294794839435222 -0.016427421511616559 -0.028541534709438567 0.054786726885608261 -0.0042015622083384262 0.039362070290371781
leaf_weight=23 22 23 28 26 32 21 27 36 21 28 21 42 23 22 28 25 32 30 24 3730 30 25 26 21 26 32 34 35 52 32
leaf_count=23 22 23 28 26 32 21 27 36 21 28 21 42 23 22 28 25 32 30 24 3730 30 25 26 21 26 32 34 35 52 32
internal_value=0 0.0057849 0.00968321 0.00372979 0.0159514 0.0249727 -0.010106 -0.000236816 -0.00492838 -0.0282275 -0.00205268 0.012527 0.00493648 -0.00785375 -0.0278798 -0.00357467 -0.0103849 -0.0036735 -0.01043 0.000292781 0.00228646 0.0105834 0.0207879 -0.0109207 0.0152674 8.68551e-05 0.00790568 0.0161123 0.0248625 0.0123941
internal_weight=0 180 157 113 60 44 53 4397 446 49 397 113 91 284 50 234 158 126 96 3951 72 76 51 42 68 3915 185 151 119 84
internal_count=4577 180 157 113 60 44 53 4397 446 49 397 113 91 284 50 234 158 126 96 3951 72 76 51 42 68 3915 185 151 119 84
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=25 20 20 25 26 23 10 28 23 11 3 23 19 3 13 24 23 28 13 13 8 19 25 28 25 28 23 24 24 4
split_gain=0.570031 3.20238 3.21065 2.42507 5.11453 3.68743 6.08643 3.27464 2.37272 2.05864 1.95655 1.7856 3.41306 3.01989 2.66224 4.54911 5.6167 2.89969 3.24777 2.43314 2.31219 2.22262 1.88111 3.98423 4.45676 2.5219 3.78976 1.76791 3.92086 4.98825
threshold=-0.046957757915772572 2.9532598473427005 2.5513466844135779 -0.050382081146974851 2.5000000000000004 -0.056372046729970475 98.652637920205606 1.0000000180025095e-35 -0.097562655768233406 669.96879998222869 348.61390052368853 -0.25068858178292625 0.73116466904407251 586.48033720861667 110.82712178461158 -0.032355811364432406 -0.19217407335871092 15.500000000000002 153.55690002559416 187.00244687176362 341.14319234519752 1.3478785752489941 -0.090699305167578501 11.500000000000002 -0.071394320282078053 9.5000000000000018 -0.33959835381141096 -0.0016639961083766573 -0.0098253913309961326 598.37733537031738
decision_type=2 2 2 2 2 2 2 2 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 -5 7 -7 10 9 11 -1 12 -9 14 15 16 -13 18 -16 21 -20 22 25 24 -24 26 -14 28 29 -2
right_child=27 -3 -4 4 -6 6 -8 8 -10 -11 -12 13 19 -15 17 -17 -18 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.052897459200758029 -0.013029967540412815 0.042010335363447671 -0.037083018890448981 -0.015181906592278256 0.048330167436506602 0.009590739827567283 -0.058833450268810761 -0.034807279998702666 0.026358186017189707 0.030130424279542198 0.0086645465437322853 -0.00016836560060901027 -0.042046597818362307 -0.043409186169843787 0.047962757470932878 0.014462225890019909 -0.058237560052010751 -0.022259239736013115 -0.016906866716841856 0.03045077095004289 0.020683054874340693 -0.026392479329977347 0.066389373693939144 -0.010305005146397485 0.010617013116318144 0.016494606654433645 0.014536928525194526 0.00013142286591446068 -0.027668857728441555 0.017807664941338935
leaf_weight=20 137 20 21 21 32 26 26 21 35 21 20 31 29 22 22 32 36 28 30 38 36 23 23 36 38 34 20 3539 75 85
leaf_count=20 137 20 21 21 32 26 26 21 35 21 20 31 29 22 22 32 36 28 30 38 36 23 23 36 38 34 20 3539 75 85
internal_value=0 0.00253915 0.00144425 0.00260007 0.023165 0.000915462 -0.0246214 0.00314725 0.00115563 -0.000540697 0.030781 -0.00183147 0.00385792 -0.008121 -0.00451011 -0.0165554 -0.0313697 0.00576988 0.0146882 0.00722709 0.00359673 0.0028798 0.00662014 0.0160765 0.0316459 -0.00443128 -0.0189513 -0.000490488 -0.00790107 -0.00122277
internal_weight=0 741 721 700 53 647 52 595 555 520 40 499 262 237 215 99 67 116 88 241 66 203 180 97 61 83 49 3836 297 222
internal_count=4577 741 721 700 53 647 52 595 555 520 40 499 262 237 215 99 67 116 88 241 66 203 180 97 61 83 49 3836 297 222
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=14 13 27 27 13 6 4 11 11 8 7 24 20 1 20 13 3 29 20 20 0 20 18 13 13 11 24 13 0 4
split_gain=0.694242 1.50955 2.94195 4.26294 3.41543 1.39516 1.34083 1.30023 2.82579 2.16744 1.53439 1.23596 1.04161 2.44121 2.12564 2.88231 1.77781 3.46474 1.72839 5.41859 3.6595 2.80458 2.00657 1.67769 3.21924 2.7375 2.74243 2.60435 2.24802 1.72905
threshold=0.39872307901590526 69.833635265700494 8.5000000000000018 9.5000000000000018 75.906806297178761 43.118654765207161 86.229861568885966 91.434795562418714 68.39305154578004 125.21808376664016 41.315559410612899 -0.0029542346997222381 1.2878097324743694 422.04652454917772 1.3553620118374112 116.26950034537991 161.44103146842602 200.00000000000003 1.5441092143557105 1.5661806656503632 400.48611111111114 1.5297228502893987 1.3344197512610021 161.55010821955173 137.66204023005372 872.33872540419122 0.038219593862464124 212.81395729202458 509.3620854172151 868.85693598846979
decision_type=2 2 2 2 2 2 2 2 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 11 4 -4 -3 -1 -7 8 10 -9 -6 -2 13 -8 15 -14 17 -16 21 20 -20 22 23 24 25 26 29 -25 -28 -18
right_child=1 2 3 -5 7 6 12 9 -10 -11 -12 -13 14 -15 16 -17 18 -19 19 -21 -22 -23 -24 27 -26 -27 28 -29 -30 -31
leaf_value=0.022220925241708756 0.0038642724631009276 -0.034061822608451954 -0.051470248401165014 0.010224150972706932 -0.0056121328097651713 -0.025789147012290504 0.040772680230438708 0.038955596445695212 -0.037434904596302658 0.0070302849057946246 0.027768354809709957 0.033850526623427871 0.0015013604252426713 -0.0056980630382895475 0.010987346716225149 -0.046127253821274888 -0.0056681247462553007 -0.03775502565117287 -0.066029343851620251 -0.00030778472896344404 -0.0062600289564579727 0.03607557111730178 -0.026610598750412464 -0.021888890585234001 0.044259730864316227 -0.027085047587752344 0.0064398441308488449 0.021789878378622236 0.047814361976684427 0.025945039753886786
leaf_weight=27 27 22 24 21 40 21 20 23 20 282 21 28 27 26 25 24 81 35 21 3507 20 30 20 43 25 22 24 20 29 22
leaf_count=27 27 22 24 21 40 21 20 23 20 282 21 28 27 26 25 24 81 35 21 3507 20 30 20 43 25 22 24 20 29 22
internal_value=0 0.0034856 0.00158616 -0.0226795 0.00426253 -0.000435164 -0.000586504 0.00644682 -0.00481541 0.00943777 0.00587951 0.01913 -0.000454881 0.0145066 -0.00062802 -0.0209121 -0.000364389 -0.0174457 -9.91511e-05 -0.000730332 -0.0368736 0.00698765 0.00393647 0.00623324 0.0106575 0.00593806 0.0105952 -0.00802261 0.0290787 0.0010842
internal_weight=0 508 453 45 408 4069 4042 386 81 305 61 55 4021 46 3975 51 3924 60 3864 3548 41 316 286 266 203 178 156 63 53 103
internal_count=4577 508 453 45 408 4069 4042 386 81 305 61 55 4021 46 3975 51 3924 60 3864 3548 41 316 286 266 203 178 156 63 53 103
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=14 23 22 18 28 14 23 18 14 26 14 25 24 22 12 18 28 14 28 10 6 8 28 11 15 15 11 14 14 14
split_gain=0.562336 1.50915 1.57435 1.31859 3.06716 2.4032 1.90194 5.42314 5.06402 3.6731 1.87856 1.49118 2.98672 1.76612 1.44003 1.26267 2.47987 2.49994 1.13293 1.98713 4.92877 3.39309 3.4598 5.86107 3.59817 4.29532 3.07024 2.85059 2.87327 2.72035
threshold=0.39872307901590526 -0.4058134341385165 -0.34582510557113216 1.4123412527029184 5.5000000000000009 0.5018707080274688 -0.12230671976385347 1.1247702637759762 0.49415454277677995 6.5000000000000009 0.4333888834427998 -0.052511744932193766 0.00072634991799974192 -0.0082174168924110651 1914.0255277838548 0.7186012921303887 5.5000000000000009 0.577156644019165 18.500000000000004 101.85634636217516 267.15096431319137 362.18301822949712 21.500000000000004 453.26990649276269 552.50000000000011 838.50000000000011 762.89233302696096 0.0625321645612439 0.19283153231721759 0.057144556811421783
decision_type=2 2 2 2 2 2 2 2 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 6 -5 10 8 11 9 -4 -6 -8 14 -14 -13 -10 -17 -18 -1 20 27 -21 23 -23 -24 -26 29 -20 -29 -27
right_child=1 2 3 4 5 -7 7 -9 15 -11 -12 12 13 -15 -16 16 17 -19 19 21 -22 22 24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0011456771702861286 -0.02133956813874344 0.030486699161966418 -0.054335211822763088 0.036584416305090094 -0.0034577802306524027 -0.02215918531375272 0.020161788098307123 0.042307355127164298 -0.015610104900869457 -0.0031777686774730682 0.035433436211441523 -0.0056916577910835096 0.024516044728807175 -0.0058130862914064592 -0.039880166838078629 0.035976140932352456 -0.023116115401857176 0.0216405113701209 -0.029334301874041558 -0.029162913763097355 0.052792632947158483 0.0026572631354012145 0.039613604105331685 0.066638942536982632 -0.033991381336052555 0.00067718967691854978 -0.028206350225390808 0.042918466704643589 -0.0029527041388468611 0.027602724433277867
leaf_weight=3379 24 22 32 36 27 28 27 35 22 25 23 22 32 48 28 27 26 24 20 35 27 41 22 22 38 352 33 22 36 42
leaf_count=3379 24 22 32 36 27 28 27 35 22 25 23 22 32 48 28 27 26 24 20 35 27 41 22 22 38 352 33 22 36 42
internal_value=0 0.00313704 0.00435075 0.00310618 0.0124403 0.00129682 4.84645e-05 0.00671224 -0.0081531 -0.0318977 0.0144322 -0.00122298 -0.00566443 0.00631857 -0.0248372 0.00551805 0.0115547 -0.00163293 -0.000391648 0.00330091 0.0159678 0.00102736 0.00294856 0.0250001 9.58982e-05 -0.00177376 0.00109339 0.00322081 0.0144467 0.00354742
internal_weight=0 508 484 462 114 78 348 192 156 57 50 157 130 80 50 99 77 50 4069 690 105 585 550 63 487 465 427 78 58 394
internal_count=4577 508 484 462 114 78 348 192 156 57 50 157 130 80 50 99 77 50 4069 690 105 585 550 63 487 465 427 78 58 394
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=23 8 12 13 14 14 23 13 13 2 18 6 25 2 23 23 14 12 25 25 8 19 25 17 17 4 8 8 17 7
split_gain=0.52751 2.11304 2.08577 4.46102 1.91883 1.05027 0.752234 3.05638 3.36047 3.53366 3.0132 2.99646 1.4046 1.53489 1.41337 1.05239 1.78447 1.89587 1.33384 1.86617 7.27488 4.20476 1.16443 1.13648 4.56431 2.71281 3.36754 6.51966 5.2862 4.71951
threshold=-0.38964399409016293 102.83251419227447 2609.3394724234763 84.999556512234022 0.21729934886404487 0.37931268100075161 -0.29046579963474323 99.974725576482427 159.96147156536134 429.42325562271293 1.4920875484390119 396.23406806664474 0.014611903230008183 483.81521821392045 -0.31932265805721921 -0.25700271412436831 0.27121001979326681 1948.0509220505799 -0.11363091356934853 -0.081453616424926503 228.08104210494227 0.84628060239663638 -0.076842403124088701 1.3380002776595628 1.3296681557289007 819.72855394299711 550.98255376748386 491.04877765436578 1.3885958241182419 242.84638452738841
decision_type=2 2 2 2 2 2 2 2 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 -3 7 10 9 -9 -2 -11 13 -12 -15 16 17 -8 -17 20 -20 -22 -21 24 -24 26 27 28 -25 -28
right_child=6 2 -4 4 -6 -7 15 8 -10 11 12 -13 -14 14 -16 18 -18 -19 19 22 21 -23 23 25 -26 -27 29 -29 -30 -31
leaf_value=-0.023360209965280126 0.036864462215453385 -0.018719279211338449 -0.010106819786254646 0.017369652781635523 0.058569438945358765 0.012613985831849278 0.046181343965941951 0.0039445566545639726 0.0058676073423180831 -0.065075254837671917 0.028036305574434147 -0.015823802530247209 -0.019873180315698846 -0.018381069574890465 0.016174036972224713 0.021206069018306406 -0.0014470096507017882 0.0081751129137618197 0.034900411455468704 0.021515132687985897 -0.0049913713017538672 -0.055913537455832253 0.00030692538262397541 -0.034716884553432463 0.041595065248785201 -0.040106725096702579 -0.029822219630503761 -0.050181724926964801 -0.00018520106426309177 0.014485295016647262
leaf_weight=21 24 23 34 20 26 20 21 21 39 30 21 21 32 29 20 29 71 35 22 25 31 34 3209 50 27 20 28 33 391 170
leaf_count=21 24 23 34 20 26 20 21 21 39 30 21 21 32 29 20 29 71 35 22 25 31 34 3209 50 27 20 28 33 391 170
internal_value=0 0.00595652 0.0109618 0.0190105 0.0406565 -0.00414567 -0.000193489 -0.00567463 -0.0177737 -0.0305795 0.00498411 -0.0447952 -0.00251715 0.00541703 -0.00427694 0.000116098 0.00908031 0.0224274 -0.000163689 -0.000317086 -0.0148044 -0.0316276 1.76002e-06 -0.000135163 0.000651419 -0.00381346 -0.0027333 -0.00730855 -0.00410036 0.00821959
internal_weight=0 144 123 89 46 43 4433 237 111 72 126 51 102 70 49 4196 127 56 4069 4040 87 65 3953 3928 3236 692 672 474 441 198
internal_count=4577 144 123 89 46 43 4433 237 111 72 126 51 102 70 49 4196 127 56 4069 4040 87 65 3953 3928 3236 692 672 474 441 198
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=0 0 23 0 17 3 15 4 16 21 17 0 2 17 2 28 11 18 9 15 15 21 28 12 0 28 12 15 3 23
split_gain=0.548883 3.9669 7.1583 5.30547 4.57225 3.32617 4.03607 2.60173 2.4475 5.08548 7.37701 3.462 12.7314 7.40837 4.19359 6.01923 3.76035 3.75194 4.93766 6.33837 4.87918 3.31339 5.34626 3.4366 3.26559 2.9688 2.96768 2.83194 2.6033 2.56505
threshold=340.00385180829176 350.95851479839399 -0.15240916829267373 345.85120021822155 1.1052940425940163 1007.1721252058611 1816.2999999999995 803.37800043601453 397.85000000000008 1.2857511602472638 1.4942974757988412 249.63500253764172 545.00309017443089 0.98012148963297363 451.09883405864451 9.5000000000000018 311.58535356231533 1.5495008024897683 326.14737588811664 708.87499999999966 1000.1250000000005 0.53605240500341167 24.500000000000004 1640.3428434510015 280.95069353963089 5.5000000000000009 1836.419781359941 850.94999999999902 265.47177344450523 -0.13016437995253449
decision_type=2 2 2 2 2 2 2 2 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 -4 6 7 8 11 10 -10 12 -1 -14 16 17 21 18 19 -16 -21 23 24 -13 -23 -22 28 -17 -26 -28
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12 14 13 -15 15 27 -18 -19 -20 20 25 22 -24 -25 26 -27 29 -29 -30 -31
leaf_value=0.00063162352325437851 0.029592281650929225 -0.00018752488093429993 0.015755397386171602 -0.075056934783545637 -0.04801162622221139 -0.033461838050021064 0.03081510830274288 0.030300394911319018 0.0046419910217324898 0.0035400067018915198 -0.062087215105625426 0.0019081025428715208 -0.014533083043484527 -0.097570617922714778 0.0012424192484468222 0.024817608404114393 -0.032302803633501756 -0.0047380284069804476 0.0066097830137651836 0.10533205473440743 0.023875305950641634 0.01715188600857943 -0.050099650658667089 0.059828507918864494 -0.046128570824553856 0.074877590224856433 -0.010103235025282788 -0.0098742240642356455 0.00044846857587496446 0.026433175514367496
leaf_weight=886 21 2703 22 24 23 27 47 30 30 98 37 21 22 21 20 33 32 25 36 21 25 102 20 20 28 21 46 82 21 33
leaf_count=886 21 2703 22 24 23 27 47 30 30 98 37 21 22 21 20 33 32 25 36 21 25 102 20 20 28 21 46 82 21 33
internal_value=0 -0.000875208 -0.0215286 -0.0370872 -0.0168366 0.00137021 0.00190548 0.00111089 0.000589646 -0.010976 -0.0322085 0.00184927 -0.00194735 -0.0550863 0.00786816 0.0172431 0.000234718 0.0305786 0.0377568 0.0506452 0.0653923 0.00381273 -0.000508547 0.030162 0.00380372 0.047159 -0.0068331 8.08235e-05 -0.026167 0.00515881
internal_weight=0 2793 90 69 45 1784 1757 1710 1680 165 67 1515 929 43 586 263 323 148 123 87 67 291 250 41 230 46 128 115 49 79
internal_count=4577 2793 90 69 45 1784 1757 1710 1680 165 67 1515 929 43 586 263 323 148 123 87 67 291 250 41 230 46 128 115 49 79
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=14 12 21 0 8 9 8 14 0 0 21 0 8 19 0 24 19 0 7 2 3 19 6 9 16 0 8 26 19 21
split_gain=0.555224 1.70635 1.85946 1.70599 3.62428 2.42633 1.14327 0.9747 0.638173 3.41141 4.77891 5.12604 3.24474 1.58756 4.88947 4.10496 3.73234 3.82379 3.40575 2.88431 4.08127 2.70451 2.77991 2.56257 2.06432 3.68796 6.01201 6.11684 5.80446 2.17102
threshold=4.7475208353788495e-05 827.76605825986201 0.5881675917003486 680.61832412523029 3162.2166666666672 251.02141070053889 3162.2166666666672 4.7707363730739181e-05 340.00385180829176 350.95851479839399 0.9481473115437874 345.85120021822155 2030.0000000000002 1.3505894529347866 623.90714285714296 0.54159927262691199 1.39262852189317 594.60009561099992 1758.6483872299439 858.30015447473102 1007.1721252058611 1.3348748054735018 291.28806703771824 472.82732302359688 237.95000000000002 629.91427847459784 1917.8273214285716 1.5000000000000002 1.1798413902304565 0.50145134762246368
decision_type=2 2 2 2 2 2 2 2 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 -3 -7 -2 12 10 11 -10 -9 21 16 -16 -15 18 19 -18 -21 24 -23 -20 25 26 -11 -28 -27 -26
right_child=7 2 -4 4 -6 6 -8 8 9 13 -12 -13 -14 14 15 -17 17 -19 23 20 -22 22 -24 -25 29 28 27 -29 -30 -31
leaf_value=0.03088165038953657 -0.019164418649894221 -0.03628173958638619 0.023226175928721206 0.03034986439302112 -0.02204922948201949 -0.015597920157015326 0.017809403332925976 0.00084362070695193417 -0.012082475505988389 -0.0062648769842622715 0.013246461669249194 -0.07244394480561217 0.036435558646917346 0.043775291768582289 0.003562238453464075 -0.041050351998119648 0.030144217461347579 0.047482508937404917 -0.03946932721365657 -0.035772887441139163 0.023283244382590055 -0.053070155577734118 -0.0058223791081796995 0.0077576026972383267 0.0067295491184116811 -0.010768400728138108 -0.012554131417224805 -0.086455878296068739 0.057504278682172297 -0.0014054291937497889
leaf_weight=23 27 29 32 33 22 20 21 1725 34 184 28 24 26 37 55 33 50 22 27 22 25 20 33 20 421 33 24 21 20 1486
leaf_count=23 27 29 32 33 22 20 21 1725 34 184 28 24 26 37 55 33 50 22 27 22 25 20 33 20 421 33 24 21 20 1486
internal_value=0 0.00544359 0.001717 -0.00378935 0.00939023 -0.0141447 0.00151315 -0.000222844 -0.000105814 -0.00109392 -0.0206809 -0.0370596 0.00137211 -0.000428906 0.00652004 -0.0131675 0.0150545 0.00865291 0.00272062 0.0134257 -0.00436005 -0.00133084 -0.0236517 -0.0193728 -0.000790411 -0.00877618 -0.0142778 -0.0470416 0.0149949 0.000390494
internal_weight=0 180 157 125 55 70 41 4397 4370 2619 86 58 1751 2533 291 88 203 166 144 97 47 2242 53 47 2189 282 229 45 53 1907
internal_count=4577 180 157 125 55 70 41 4397 4370 2619 86 58 1751 2533 291 88 203 166 144 97 47 2242 53 47 2189 282 229 45 53 1907
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=4 2 17 17 15 17 7 22 14 28 2 3 0 3 2 28 28 2 0 12 22 25 24 8 12 14 25 10 21 21
split_gain=0.534325 2.03777 1.29977 0.934584 3.40095 1.63947 1.42503 0.779239 0.828884 1.44888 7.53303 4.29093 11.5637 5.58628 3.60393 2.27529 2.13271 2.71186 2.98894 3.31892 1.08926 2.67791 5.5605 7.93097 4.22084 6.69063 3.02654 2.94634 2.25702 4.44861
threshold=60.32629522594798 151.48793451438351 2.322753048314135 2.144075773547466 562.50000000000011 2.0071512030908374 151.81820371248625 -0.49147722270788768 0.39872307901590526 16.500000000000004 707.47605714726876 520.79565063191251 525.41666666666686 463.10357983967759 848.50433244496082 23.500000000000004 12.500000000000002 586.00984332947678 352.498118690377 1443.6487044765549 -0.1186160114798359 0.012895894799613497 0.038219593862464124 479.08070012391579 1128.6725366312678 0.18153503806967486 -0.027263527964069553 97.08636822217332 0.99738287179831564 0.86252568396427576
decision_type=2 2 2 2 2 2 2 2 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 7 -7 -2 20 11 15 13 -13 16 -14 -11 17 18 19 -10 21 24 -23 27 25 -9 -27 -24 29 -22
right_child=2 -3 -4 4 -6 6 -8 8 9 10 -12 12 14 -15 -16 -17 -18 -19 -20 -21 28 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0020015753476935274 -0.016678741427936725 -0.035660746414214371 0.022010519410724995 0.011380717856809497 -0.043724284356548675 0.0030778644248270074 0.038101791164704732 0.070160076785832651 0.0022245010565684147 -0.0057578403992872493 -0.051391809461293396 0.091415345584530211 -0.028492618875489352 -0.043594884179532528 0.025161069174928052 0.030433200462721289 -0.021466507103294133 0.038400134843375004 -0.010146095432145031 0.039019501892228921 0.00055633668177954845 -0.061756801880572157 -0.0071144263506329689 -0.058075425152977311 -0.0061769883708377481 0.028667499870061876 -0.018096984652501921 0.032239317589749898 0.0080441015398279442 -0.012762368216094647
leaf_weight=51 28 20 27 24 21 26 21 20 66 38 27 21 21 25 31 32 25 28 76 39 2848 23 52 24 269 25 31 30 333 275
leaf_count=51 28 20 27 24 21 26 21 20 66 38 27 21 21 25 31 32 25 28 76 39 2848 23 52 24 269 25 31 30 333 275
internal_value=0 -0.00860753 0.000135627 3.76217e-06 -0.0143349 0.000149284 0.0187269 -4.97467e-05 5.70696e-05 0.00423077 -0.00652077 0.00737203 0.0287859 0.00133646 0.00349323 0.0107866 0.00613682 0.00943865 0.00495842 0.0158912 -0.000398533 -0.00489391 -0.0171859 -0.00751491 -0.00029776 0.0205116 0.00278002 0.00728328 0.000218021 -0.00061646
internal_weight=0 71 4506 4479 45 4434 47 4387 4359 429 97 332 73 259 52 70 234 209 181 105 3930 474 129 106 345 76 56 82 3456 3123
internal_count=4577 71 4506 4479 45 4434 47 4387 4359 429 97 332 73 259 52 70 234 209 181 105 3930 474 129 106 345 76 56 82 3456 3123
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=20 20 1 21 28 13 13 21 1 13 1 14 22 23 21 21 20 3 9 0 28 14 1 0 21 20 9 17 17 19
split_gain=0.57312 1.58654 10.4422 3.28374 3.3977 1.39761 3.07103 2.25199 4.60416 2.84014 3.11231 8.03504 2.82622 2.23105 2.26401 4.92947 1.5126 1.38598 2.26639 3.19583 1.35364 1.17346 1.16972 1.6435 2.33353 1.40429 1.03713 4.43488 2.59735 2.3821
threshold=1.5199604618355316 1.5661806656503632 370.58005719457697 0.71587243522678057 10.500000000000002 145.3434554317767 142.92011640339732 0.89018253620255106 583.41042763958455 95.997810194544741 885.58525192513855 0.20923442906574397 -0.094348352407325572 -0.050238782398697758 0.60994109489169956 0.74099553838154042 1.3553620118374112 1014.806822139761 424.07151095732416 594.60009561099992 5.5000000000000009 0.37931268100075161 564.25301809514212 384.64725274725282 0.58494285789819211 1.2878097324743694 74.537138142135277 1.6013746231738282 2.144075773547466 1.1798413902304565
decision_type=2 2 2 2 2 2 2 2 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 -5 6 7 9 16 12 11 -11 -1 -14 -15 -16 -9 18 19 22 -18 -13 23 24 -7 -25 27 29 -28 -3
right_child=1 26 3 4 -6 17 -8 8 -10 10 -12 21 13 14 15 -17 20 -19 -20 -21 -22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-0.025541836908087135 -0.070627555002768835 -0.03212517624805597 -0.024322984972968698 0.037134063032987927 -0.011717565846629441 -0.0095311349656965055 0.04192929447314743 -0.019302925011531139 -0.045952103131761152 0.087434844002127643 -0.0054209154998434003 -0.003182368647928039 0.033177038068296735 0.022453195468655655 -0.040660904758676356 0.023431960941247998 0.025226703213411385 -0.025545549664646391 0.025312122574140283 -0.042499157916754488 -0.0014382978623851818 0.026270580411918706 0.02252152582630515 -0.0044352147495374085 0.023249546486215716 -0.038213741782237777 -0.00011924440947909596 0.037315589370892237 -0.025128827448047342 0.0061760701870004981
leaf_weight=32 24 22 28 35 24 49 23 24 24 20 29 24 27 28 28 21 32 25 29 20 47 31 20 32 39 20 3678 38 42 62
leaf_count=32 24 22 28 35 24 49 23 24 24 20 29 24 27 28 28 21 32 25 29 20 47 31 20 32 39 20 3678 38 42 62
internal_value=0 -0.000444592 -0.0122309 0.00387847 0.0172622 0.00281646 0.00648232 0.00426085 -0.00650761 0.00995916 0.0223991 0.0331561 0.000446298 0.00844265 -0.00023045 -0.0131925 0.00268334 -0.00329331 -0.00063156 -0.00481138 0.00936272 0.0134184 -0.000100403 -0.00333211 0.00499667 -0.017427 -0.00010407 0.00896848 -0.000401611 -0.00385521
internal_weight=0 3953 111 87 59 624 390 367 127 240 104 75 136 104 77 49 103 234 209 180 79 55 160 140 88 52 3842 122 3720 84
internal_count=4577 3953 111 87 59 624 390 367 127 240 104 75 136 104 77 49 103 234 209 180 79 55 160 140 88 52 3842 122 3720 84
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=15 18 3 17 1 18 22 15 19 15 15 18 12 2 23 18 1 19 15 1 19 0 19 9 28 19 15 19 1 9
split_gain=0.514621 4.63526 3.3957 6.12018 6.31352 2.6079 2.6899 4.63895 4.07955 3.96952 4.07997 3.90183 5.51892 4.41486 3.12415 3.23797 4.49262 6.67857 5.88319 5.77298 3.53058 3.19138 3.07806 3.00849 2.77226 5.12623 6.10743 4.95589 4.22556 3.9038
threshold=2083.0499999999997 1.0369393644521325 1144.6205595497506 0.96656398464511295 804.2762658515054 1.0602588264900494 0.24363892999957823 2517.6499999999974 1.2757268671130546 2474.1999999999989 2405.6999999999994 1.2531435107074607 1430.5627479730899 1093.5698473705099 0.26426270797540163 1.2504996567876667 1107.0309028259619 1.1930298000287982 2908.0000000000005 1077.6425186038273 1.1570416437508795 945.3328090094891 1.2156717123973653 233.29062284723415 3.5000000000000004 1.1641564866763168 2438.1999999999985 1.1683370198122198 1011.810598906701 315.4427057562263
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -3 7 9 22 10 11 12 -7 -13 -9 16 18 21 19 20 -16 -18 24 -14 27 -26 28 29 -27 -8
right_child=1 5 3 -5 -6 6 8 14 -10 -11 -12 13 23 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=5.1569149095046646e-05 -0.043275329868563195 0.036421294931484306 0.0030655146948993205 0.0020408614912364436 -0.067366197588188306 0.079656451903283604 0.019282357504351005 -0.027365180568115134 0.037399232895536857 0.061823819056153299 -0.022547077819705011 0.032271407870575787 -0.0039099492736083151 -0.030763324287370782 -0.042132084816694261 0.027560620895646357 0.063558118203999828 -0.0033908568338555586 0.015609141529670785 -0.079961773771792657 0.013328593783080579 0.0108544257725589 -0.037619969788938765 0.037552543232838319 -0.0079656002354441275 -0.024789699070000403 0.068030036410147501 -0.060560571707107803 0.037447161935269833 -0.033260498396479168
leaf_weight=3506 22 23 20 76 35 20 31 37 22 20 25 20 30 25 24 47 27 119 35 20 22 20 30 42 165 24 22 22 20 26
leaf_count=3506 22 23 20 76 35 20 31 37 22 20 25 20 30 25 24 47 27 119 35 20 22 20 30 42 165 24 22 22 20 26
internal_value=0 0.00208574 -0.000539071 -0.0163466 -0.0417547 0.00317283 0.0023184 0.00683641 -0.00433382 0.0197922 0.0146031 0.0213824 0.0331852 -0.00274789 0.000118595 0.00335713 -0.000903411 0.00921473 -0.0175332 -0.0351087 -0.0156074 0.041131 -0.00703419 0.0202765 -0.00407427 0.00145596 0.0250099 -0.020245 0.00349978 -0.00468456
internal_weight=0 940 3637 131 55 918 895 533 362 182 162 137 92 45 351 314 267 166 101 66 46 47 340 72 310 231 66 79 44 57
internal_count=4577 940 3637 131 55 918 895 533 362 182 162 137 92 45 351 314 267 166 101 66 46 47 340 72 310 231 66 79 44 57
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=20 3 20 20 0 2 20 13 10 2 20 20 16 2 20 13 21 8 8 14 20 21 21 0 3 16 15 13 13 16
split_gain=0.502728 2.25381 6.89619 3.32237 3.24977 4.56999 3.85937 5.78891 2.99609 2.39135 2.07631 2.55115 1.84203 1.73436 1.67038 3.64583 6.20535 2.93644 3.31865 1.77841 2.22932 2.54542 3.53424 3.67924 2.00514 2.52144 1.62662 1.62381 2.86131 3.7396
threshold=3.7165071886661165 622.07468056598134 3.8344756984200701 3.8477040362618102 406.40947872697626 497.88747716519714 4.0824391750834392 71.999559787979521 149.78205651430349 760.13153118230002 4.5278525285923097 4.8664054338504927 134.22500000000002 372.93665949943204 3.1361574426841083 171.42566537415777 0.59530971793544596 1816.0243243243247 1725.4277777777781 0.15941453822796803 3.1725212049583726 0.70501382078745323 0.57261160605127326 232.70310519645122 556.23840684219374 199.20000000000002 862.50000000000011 104.38409873708382 99.047431980212437 661.65000000000009
decision_type=2 2 2 2 2 2 2 2 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 -2 -3 5 6 7 -4 -7 -5 13 12 -12 26 27 17 -17 18 19 20 -16 22 23 -22 -25 -26 -8 28 -1 -30
right_child=1 3 4 9 -6 8 10 -9 -10 -11 11 -13 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0012502740019346042 -0.052408185576399174 0.039041357230523543 -0.054841369142134992 0.018756886961107905 -0.034899994770863224 0.058951793853193525 0.024362623076076093 0.0058533845593531928 0.0070241197356954227 -0.027868833422491496 -0.0048910073449157862 0.0055149832136324939 -0.046296796663886031 0.037078878991305832 0.045180776547640564 -0.057660676689225844 0.017447440181753007 0.038847737714196695 -0.030923722684383394 -0.013414192798414402 0.039712501027988213 0.026757390119421944 -0.024749263689986298 -0.026508107262530497 0.035337005434152878 -0.0070502015348109931 -0.011826811385927378 0.0018421063382708246 -0.0094025031268677641 -0.056253154762089252
leaf_weight=1805 30 29 33 22 28 20 23 30 25 22 22 74 21 25 20 22 22 33 21 28 33 65 35 21 23 36 27 1847 115 20
leaf_count=1805 30 29 33 22 28 20 23 30 25 22 22 74 21 25 20 22 22 33 21 28 33 65 35 21 23 36 27 1847 115 20
internal_value=0 -0.00325051 -0.00651594 0.0127635 -0.00231848 0.000722458 -0.00446236 -0.0259391 0.0301031 -0.00455597 0.0025847 -0.00574125 -0.0251124 0.0155732 0.000337909 0.00685709 -0.0201066 0.0106235 0.00732061 0.0103977 0.0132593 0.0102619 0.00301731 0.0116176 2.84202e-05 0.00947362 0.00482033 -0.000280096 -0.00230056 -0.0163433
internal_weight=0 431 358 73 328 300 255 63 45 44 192 117 43 75 4146 359 44 315 282 261 233 213 148 113 80 59 50 3787 1940 135
internal_count=4577 431 358 73 328 300 255 63 45 44 192 117 43 75 4146 359 44 315 282 261 233 213 148 113 80 59 50 3787 1940 135
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=6 5 8 3 11 11 15 6 6 20 0 12 12 25 25 25 22 18 12 20 15 3 15 15 0 8 11 25 13 20
split_gain=0.543843 2.72155 4.58791 12.2255 2.63775 3.48235 2.89992 3.84516 2.62903 2.61745 2.31152 2.14467 4.69728 2.12086 1.94417 1.76531 1.6824 1.50301 1.30269 1.27305 1.15597 1.15987 1.33108 1.94602 1.64199 1.10164 1.18041 2.66344 6.46618 2.709
threshold=125.5438132440393 121.25561233300893 1688.2580645161293 215.35547148043511 91.434795562418714 86.701515151515153 358.50000000000006 117.15600936894718 102.48861470921679 1.5297228502893987 197.35693119000157 1052.681586011844 767.54486897965171 0.023977401342859816 0.083704283250618822 -0.0039961679680049229 -0.15895411093810385 1.1681884857877003 1988.1905594405596 2.888659992991482 283.00000000000006 175.4968651058183 358.50000000000006 375.50000000000006 290.80642857142863 114.18338129767045 172.92050883898713 0.77862303730073168 64.545712269307757 1.6032420470089497
decision_type=2 2 2 2 2 2 2 2 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 5 8 9 10 11 -6 -8 12 13 -1 -15 18 -16 -17 -13 -4 -3 -22 24 -24 -23 -25 27 29 -29 -27
right_child=1 20 19 -5 6 -7 7 -9 -10 -11 -12 15 -14 14 16 17 -18 -19 -20 -21 21 22 23 25 -26 26 -28 28 -30 -31
leaf_value=-0.02249632191789501 0.016126956306397915 0.021506035648286344 -0.0069204146776235464 -0.077862099290735301 0.02054051354172684 -0.032412727956067436 0.032716262327699829 0.059101781576871876 0.035133651533926079 -0.027802119039309521 -0.0065613430594244314 -0.024060480332090742 -0.054265761431306604 0.034317241010721776 -0.022110639811338238 0.036328382007777694 0.012470051484620747 0.0058253052684345413 0.0088875710698110722 0.02505292411893606 -0.016399440744371954 0.032928564809952619 -0.027354858357172745 -0.020829938530921938 -0.0048753823898732666 -0.015041668555802771 -0.00064411531893899089 -0.050402384886035212 0.00094113518221567924 0.010731871486193201
leaf_weight=34 25 25 33 31 21 33 29 25 22 24 31 21 20 20 24 30 34 35 28 20 43 27 26 25 20 45 3096 27 268 435
leaf_count=34 25 25 33 31 21 33 29 25 22 24 31 21 20 20 24 30 34 35 28 20 43 27 26 25 20 45 3096 27 268 435
internal_value=0 -0.000351456 -0.0159437 -0.0359027 0.00338082 -0.0017604 0.0152847 0.0261519 0.00201396 -0.00524222 0.0124228 -0.000947967 -0.00962514 -0.0016536 0.00743168 0.00909929 -0.0018392 0.0199036 -0.00523302 0.005145 6.95397e-05 -6.40377e-05 0.000112939 -8.75336e-05 0.0168418 9.44352e-05 0.000229571 0.0037198 -0.0037581 0.0083156
internal_weight=0 4146 109 56 431 301 130 85 268 45 60 246 132 112 78 114 58 65 49 53 4037 4012 3969 3922 47 3896 3871 775 295 480
internal_count=4577 4146 109 56 431 301 130 85 268 45 60 246 132 112 78 114 58 65 49 53 4037 4012 3969 3922 47 3896 3871 775 295 480
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=16 26 16 12 4 28 5 4 16 26 4 16 4 10 16 13 10 26 26 21 28 13 21 12 12 5 16 13 13 23
split_gain=0.519586 1.83422 0.699435 2.34923 4.5233 2.57308 3.00678 1.44618 0.868582 2.89092 2.89142 2.05232 6.54675 1.23594 1.1786 2.74073 1.16814 2.57891 1.42241 3.25396 3.70291 6.9943 3.79754 5.01832 5.16865 3.2868 3.12255 2.43176 6.27981 4.993
threshold=890.65000000000009 1.5000000000000002 736.50000000000011 2723.587961245004 1103.4931651906047 16.500000000000004 401.43805720882386 1000.4566052520929 692.05000000000007 1.5000000000000002 900.24373086884873 678.57500000000016 702.68095238095259 156.50216035295909 656.50000000000011 89.974723718689759 874.48980334002442 7.5000000000000009 10.500000000000002 0.37003724349178541 1.0000000180025095e-35 126.93298846922335 0.65926191846848148 1474.5576364565547 3086.8513656202622 624.83295150820936 262.85000000000008 147.38109026379837 157.99305428325474 0.26426270797540163
decision_type=2 2 2 2 2 2 2 2 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 8 5 -5 6 -4 -8 11 13 -11 14 -13 -10 16 -16 18 -18 27 -20 21 -21 23 26 -25 -24 -22 -1 29 -29
right_child=1 -3 3 4 -6 -7 7 -9 9 10 -12 12 -14 -15 15 -17 17 -19 19 20 22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=0.00055912052510082402 0.024974189014315154 -0.010540527735765165 -0.014153854796783098 -0.052508904653842808 0.0053754243309851049 -0.028965359234384133 0.042492494769394401 0.0084786314517259608 0.012122179466215048 -0.033805462159216405 0.014639656824874692 -0.045771556620537827 0.020080742297264247 0.046038803954919182 0.036387994326651095 -0.0096641533697644881 0.0081710526897084152 -0.04138801255307737 -0.016154162213206293 -0.059102008344295125 0.017627886198793671 0.010591271561053064 0.0053700443507541966 0.0040891540674305197 0.054094067534121375 -0.029159224753578506 0.068260574103172475 -0.018176579595758368 -0.0023525247128206826 -0.075313729951158176
leaf_weight=2771 33 26 31 27 27 21 25 25 22 22 28 36 26 21 28 24 21 21 71 24 21 36 340 149 24 30 29 65 533 20
leaf_count=2771 33 26 31 27 27 21 25 25 22 22 28 36 26 21 28 24 21 21 71 24 21 36 340 149 24 30 29 65 533 20
internal_value=0 0.00932364 -0.000121756 -0.00670108 -0.0235667 0.00222781 0.0103149 0.0254856 0.000113543 0.00967412 -0.0066762 -9.4734e-05 -0.0181561 0.0286861 0.000171442 0.0151332 -1.58043e-05 -0.0166085 0.000153632 0.00417709 0.00638769 -0.017286 0.00878301 0.019091 0.0110263 0.00257037 0.0469948 -0.000705909 -0.00637807 -0.0316206
internal_weight=0 59 4518 156 54 102 81 50 4362 93 50 4269 62 43 4207 52 4155 42 4113 724 653 60 593 223 173 370 50 3389 618 85
internal_count=4577 59 4518 156 54 102 81 50 4362 93 50 4269 62 43 4207 52 4155 42 4113 724 653 60 593 223 173 370 50 3389 618 85
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=14 23 4 22 14 17 20 7 20 11 16 7 22 23 13 28 21 23 8 8 17 8 7 8 17 23 8 17 17 29
split_gain=0.5215 4.23046 4.16082 9.59991 4.95992 3.60687 4.34902 3.53566 3.18126 6.19225 3.59621 3.04227 2.74466 2.63561 4.5436 4.30651 3.72733 2.45295 2.2356 2.56866 2.22229 4.94308 6.95639 5.53499 4.21961 5.74833 4.82369 4.37486 5.44359 5.00473
threshold=0.056070689640014854 0.1162504867369354 315.6555504379761 0.021023204311545713 0.038210629351599412 1.238704748240657 2.3812360733474818 372.54328082181223 2.4884771502216099 315.16896769637702 350.42500000000007 324.23843599456683 0.26431160088938854 -0.03434583931859387 148.47275989290708 14.500000000000002 0.59672155671096816 0.34913815138949506 1172.1397435897436 698.1742048274308 1.0794025038559296 796.93574168797966 661.37149494163475 658.35424844428496 1.0391468289840187 0.56139492603229291 2205.9500000000003 1.0225661422666545 1.0190912433170805 35.000000000000007
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=1 2 3 4 -1 20 -7 11 9 -9 -10 -4 17 15 16 -11 -15 -2 19 -8 24 23 -23 -22 27 -26 -27 28 -3 -29
right_child=12 5 7 -5 -6 6 18 8 10 13 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.0035274335030804982 0.0011645645014266308 -6.0741483088232577e-05 -0.0014848670319599264 -0.089953993177041419 -0.054625496249645945 0.053205252521567874 0.02170844025289019 -0.062709115081932401 -0.020210378379711222 0.017697001496950786 0.022521732528521507 0.045016747596673672 -0.033924647683108398 -0.0065055710348215978 0.0066191251945888832 -0.031702959269285201 -0.059033615740814387 0.030461800059881708 0.030183088496841232 -0.020526525750756267 -0.0022492733717496909 0.042235848400741821 -0.006637205974986478 -0.064582227099815315 0.027567302695399067 -0.041117347103471945 0.0087821671187779619 0.021457238607108593 0.043768454227468064 -0.035644911294520805
leaf_weight=55 1965 1240 34 20 20 27 24 25 31 60 54 24 22 22 36 25 35 29 29 36 28 32 324 29 134 26 76 20 29 66
leaf_count=55 1965 1240 34 20 20 27 24 25 31 60 54 24 22 22 36 25 35 29 29 36 28 32 324 29 134 26 76 20 29 66
internal_value=0 -0.000947059 -0.00985829 -0.0283956 -0.01198 0.000906644 0.0180509 -0.00476857 -0.009305 -0.0161059 0.00693708 0.0177572 0.00120308 -0.00956047 -0.0211937 0.0031676 -0.0387596 0.00159065 0.00738604 -0.00363254 -8.57351e-05 -0.00662172 -0.00224412 -0.0339625 0.00161091 0.0139509 -0.00393732 -0.000538342 0.000940871 -0.0223653
internal_weight=0 2561 441 95 75 2120 116 346 288 203 85 58 2016 178 93 85 57 1994 89 60 2004 413 356 57 1591 236 102 1355 1269 86
internal_count=4577 2561 441 95 75 2120 116 346 288 203 85 58 2016 178 93 85 57 1994 89 60 2004 413 356 57 1591 236 102 1355 1269 86
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=24 25 25 20 20 5 25 22 23 25 11 29 24 25 25 25 20 29 22 18 6 24 22 12 24 12 18 24 2 24
split_gain=0.500017 1.89386 1.80867 6.78617 4.9441 3.56104 1.43668 2.17326 1.69884 1.25347 1.52098 1.6572 1.33438 0.977324 2.55087 5.73359 3.38648 2.93573 3.3021 3.28124 2.57151 2.42252 1.79914 2.23503 1.95739 3.25476 2.59239 1.93065 4.65821 3.91687
threshold=-0.065900116543366902 -0.064677081134098591 -0.081453616424926503 1.4859960362135916 1.9385914040304988 286.85158911601224 -0.090699305167578501 -0.21558094168976411 -0.21342641313082861 -0.096695788701891036 102.1239954998393 200.00000000000003 -0.085953588285001201 -0.046957757915772572 -0.064677081134098591 -0.066558280459801167 1.9304489159382261 125.00000000000001 -0.068781939225312019 1.3122486631170358 249.99090909090913 -0.050874655299981135 -0.33062072898640521 1015.1036945962807 -0.024369796372719559 840.29991254372828 1.1806463500109667 -0.012031336609251488 644.22111441555728 -0.0056241707051888088
decision_type=2 2 2 2 2 2 2 2 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 -5 9 -8 -9 10 -1 -12 -13 14 15 17 21 -4 19 -19 -18 -16 23 -15 25 -24 -27 28 -26 -29
right_child=2 -3 13 4 -6 -7 7 8 -10 -11 11 12 -14 22 16 -17 20 18 -20 -21 -22 -23 24 -25 27 26 -28 29 -30 -31
leaf_value=-0.013136172445603845 0.031424467818578709 -0.025237848539836707 0.030545157188493197 -0.082702153027057648 0.0025171621668118021 -0.02302768908441067 0.044920889389785855 -0.010147783446770448 0.028618402760475878 -0.017900105758949562 -0.0040610916646463538 0.0064195075342732104 0.035105914039099038 -0.0030200877907471018 0.049303765586089524 -0.0408345196582377 0.0098214083995956658 -0.046347364763884499 0.023014111677184701 0.00088260150514543059 -0.035571400076150894 0.013314218295204362 0.016243237487616993 -0.038063469545782679 -0.0069404640457714391 -0.011709713537631365 -0.05850847508758307 -0.024885813680122652 0.039414730241022461 0.00027020181441706251
leaf_weight=33 24 20 33 20 27 20 22 26 20 27 42 31 34 52 21 35 26 24 30 38 24 171 21 28 46 29 20 63 41 3529
leaf_count=33 24 20 33 20 27 20 22 26 20 27 42 31 34 52 21 35 26 24 30 38 24 171 21 28 46 29 20 63 41 3529
internal_value=0 0.00430303 -0.000253881 -0.0142027 -0.0305468 -0.0528649 0.00681714 0.0190704 0.00670708 0.0018278 0.00563247 0.0114209 0.0214247 4.61296e-05 0.00473672 -0.00505995 0.0112139 0.00495693 -0.00422146 -0.0174 -0.0119671 0.0172506 -0.000446327 -0.0152853 -0.000129678 -0.0166949 -0.0308112 0.000185507 0.0149051 -0.000171009
internal_weight=0 255 4322 91 67 40 235 68 46 167 140 107 65 4231 402 160 242 125 92 62 50 192 3829 80 3749 70 49 3679 87 3592
internal_count=4577 255 4322 91 67 40 235 68 46 167 140 107 65 4231 402 160 242 125 92 62 50 192 3829 80 3749 70 49 3679 87 3592
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=6 11 17 17 6 11 6 6 1 18 4 18 21 11 7 19 21 19 19 23 25 6 7 1 28 22 18 7 21 26
split_gain=0.527356 1.80404 3.91257 4.10454 4.39766 2.73671 2.1802 1.61302 2.54069 15.1071 1.66269 2.21253 2.17771 1.61994 3.23939 2.42893 2.26011 2.0497 1.96483 1.8418 2.31248 1.93164 1.8202 2.98605 1.81683 2.10209 3.05467 5.13813 1.69291 1.63522
threshold=129.11040886439375 91.434795562418714 1.8094436671863532 1.5710275977458004 122.58149838985314 86.701515151515153 102.48861470921679 163.13121615383102 350.67633386991423 1.3446302175523484 193.44131505887933 1.2366689369141326 0.24262898026845597 172.92050883898713 184.65274443669409 0.99645674773303994 0.8674838934076109 0.752559095290118 1.1375847558120655 0.68236767175271784 0.75949561416387634 176.85300779526406 1758.6483872299439 514.59476966897944 3.5000000000000004 0.21737158779642793 1.1997466217510839 2122.5763139949818 0.54652684302604715 2.5000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 -1 8 -2 10 12 -12 -10 15 -15 16 -9 -18 -17 20 21 -20 23 -21 -24 28 -27 -28 -26 -19
right_child=7 2 -4 -5 -6 -7 -8 13 9 -11 11 -13 -14 14 -16 18 17 29 19 22 -22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00058625577418966511 -0.00094656863015330948 0.0028483341232214761 0.053451205622404824 -0.034524066010046574 0.051517207951595395 -0.028346510197628627 0.031609088684553692 0.026664705557940416 -0.0095742184979220237 -0.097999547661747788 -0.03612197409570217 0.0059496681988239295 0.033983215215531264 -0.03982165933010124 -0.00041387139160569227 -0.013386548470173563 -0.020510501712560653 -0.003010838625400707 -0.01646743889765016 0.0059755045175552378 0.038483322272077208 0.013153662405302297 -0.015020482636295086 -0.042900216056033974 0.0075630884092205619 0.044379098924497762 0.042102427780628206 -0.022391296705851951 -0.026192753963793322 0.032125532684417875
leaf_weight=246 243 82 20 21 24 33 23 85 24 20 25 25 22 21 3112 77 25 27 28 25 28 103 43 25 39 30 21 30 24 26
leaf_count=246 243 82 20 21 24 33 23 85 24 20 25 25 22 21 3112 77 25 27 28 25 28 103 43 25 39 30 21 30 24 26
internal_value=0 0.00325468 0.0123401 0.00586591 0.0138677 -0.0011677 0.00216651 -0.000354009 -0.00675896 -0.0189349 -0.00246311 -0.0150862 0.0112576 0.000256066 -0.000678016 0.00485745 0.0153847 0.00309242 0.00122966 0.0040717 0.0123979 0.00682243 -0.00151426 -0.0184624 0.00301732 0.00840361 0.0190591 0.00416494 -0.00529628 0.0142259
internal_weight=0 449 147 127 106 302 269 4128 359 116 96 50 46 3769 3133 636 163 78 473 396 159 131 237 50 187 144 81 51 63 53
internal_count=4577 449 147 127 106 302 269 4128 359 116 96 50 46 3769 3133 636 163 78 473 396 159 131 237 50 187 144 81 51 63 53
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=21 19 2 21 24 1 25 24 26 18 8 27 27 13 21 9 8 27 8 2 0 12 21 7 13 18 0 18 19 19
split_gain=0.525011 2.40418 2.14812 0.969577 4.0262 5.27784 2.53169 8.5227 2.25812 1.72537 2.5173 2.17636 1.68368 1.64876 1.44144 4.28295 2.38181 3.10007 2.05125 1.46684 1.94755 1.41609 1.37365 1.89663 1.22276 1.04712 2.39298 2.33804 3.44508 1.8713
threshold=1.4936976213891604 1.3478785752489941 507.49845954680887 1.1420895166925955 0.12968495678173858 212.92453334776567 -0.081453616424926503 -0.065900116543366902 1.0000000180025095e-35 1.6377107130298676 143.29990235032446 4.5000000000000009 6.5000000000000009 75.99998579969045 1.0679355026951263 99.277807272426131 462.28001902253442 7.5000000000000009 394.43497576736678 547.24191631411543 200.88717071554603 555.8945279052358 1.2026875380429976 347.17967514390847 107.60346334387027 1.7377590400263843 144.87817199248124 1.6377107130298676 1.9069473898057814 1.7744537673216672
decision_type=2 2 2 2 2 2 2 2 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 14 6 -6 7 24 13 11 -11 21 -13 -8 25 -16 18 -18 19 20 -17 -10 -14 -24 -5 27 -27 28 29 -1
right_child=1 -3 -4 4 5 -7 8 -9 9 10 -12 12 22 -15 15 16 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00018437038503966438 0.048203674340620645 -0.0057920936481948467 0.0071207716315984729 0.012359202460407517 0.0049629136230106711 -0.053881866915949754 0.0014329992573369633 -0.069460130787708546 0.014280730951577426 0.020759698323905468 -0.018235874807043952 0.040748716356853648 -0.003683378974035863 -0.038238307506544521 0.049266449021904364 -0.01409834498539567 0.00019468032179348587 0.046033042816445234 -0.033808517119004615 -0.016694128811359406 0.025019619475517958 -0.021419159762561323 0.036474736298535121 0.0008200566023588182 -0.01421151713564478 0.0053481002015849724 -0.030405225651338699 0.016615515090719176 -0.032925923389848323 0.024105175962904471
leaf_weight=3598 20 71 35 43 27 35 22 22 20 25 49 30 31 20 23 20 36 25 21 30 35 25 37 25 29 39 36 84 32 32
leaf_count=3598 20 71 35 43 27 35 22 22 20 25 49 30 31 20 23 20 36 25 21 30 35 25 37 25 29 39 36 84 32 32
internal_value=0 0.00636557 0.02206 -0.000180198 -0.00463637 -0.0282559 -0.000762269 -0.0149874 0.00394603 0.0076608 -0.00506169 0.0132648 0.0201491 -0.0174581 0.000308637 0.00880989 0.00323803 0.0189809 -0.00582154 0.00109289 0.0107949 -0.00555254 0.0135041 0.0220978 0.00165711 -0.00011409 -0.0118135 0.000120148 -0.000258227 2.97523e-05
internal_weight=0 126 55 4451 440 62 378 94 284 242 74 168 123 42 4011 190 167 61 106 85 55 45 93 62 72 3821 75 3746 3662 3630
internal_count=4577 126 55 4451 440 62 378 94 284 242 74 168 123 42 4011 190 167 61 106 85 55 45 93 62 72 3821 75 3746 3662 3630
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=23 23 22 22 8 16 13 22 8 14 22 18 25 25 17 13 16 22 14 9 16 18 25 23 22 9 23 25 29 6
split_gain=0.476132 3.75821 1.56039 2.78492 3.0525 2.33365 1.54349 4.66806 1.43097 1.51522 1.19939 5.0069 5.5632 6.25545 4.56981 10.1617 17.9273 5.25576 5.11641 4.47368 4.51775 3.99443 4.03292 4.05803 4.6577 3.7854 3.76751 4.06014 3.71134 3.43658
threshold=-0.13421533231190083 -0.12689140708866423 -0.075026395199971521 -0.061690446399289764 225.66264923410026 350.42500000000007 257.14161924469744 0.13126764038645261 501.19979784366581 0.040845971956336782 0.082700908611684346 1.2239253790459041 0.25543810293745173 0.17492903930790002 1.3528252059028627 108.89194482183201 286.50000000000006 -0.0082174168924110651 0.042467262419018832 191.19327445652178 428.65000000000003 1.2049451565767717 0.11075270975815746 -0.0087246922728422185 -0.010090125683903257 252.15374615930043 0.025656930954151471 -0.028193938258505837 65.000000000000014 561.31611072088651
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 10 -8 -7 -10 11 12 13 21 18 16 -16 -17 19 -13 25 22 23 24 -3 -21 -12 -28 -27 -23
right_child=1 6 3 4 5 8 7 -9 9 -11 26 14 -14 -15 15 17 -18 -19 -20 20 -22 29 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.00014882084760148341 -0.032708451320003308 -0.00056735968343197662 0.043717369615015662 -0.02556163974177952 0.034039336219429971 -0.011523905667048452 0.012128948533173764 -0.039940704632964397 -0.0034554717579373612 0.029198257097353537 0.024903805940905868 0.0223365387506783 0.04595158532952312 -0.052508765135315209 -0.0026670747166199073 -0.027632791747649512 -0.1111050504197677 0.031560428595791265 0.0045650876801110671 -0.076968971890923776 0.0011555556913442685 0.06284903421066701 0.031722155127387783 -0.014889629972108367 0.031752390129807982 -0.0010983310956507921 -0.042085240094721407 0.0010859269674569042 -0.057414467226375235 0.004226641515269876
leaf_weight=897 36 281 22 26 35 37 33 36 27 30 66 20 29 21 31 30 30 30 218 23 33 20 39 158 53 25 22 2227 22 20
leaf_count=897 36 281 22 26 35 37 33 36 27 30 66 20 29 21 31 30 30 30 218 23 33 20 39 158 53 25 22 2227 22 20
internal_value=0 -0.000564748 0.00184201 0.0104227 0.00569703 0.0119972 -0.000230981 -0.0150378 0.00379006 0.0137307 6.96882e-05 -0.00267713 0.00318756 0.0010927 -0.0105602 -0.0272562 -0.0559972 0.00196382 -0.00463581 -0.0209431 -0.0293469 0.00306404 0.000768458 -0.00168519 0.00456122 -0.0437266 0.0013547 0.000663621 -0.0274591 0.0335378
internal_weight=0 3503 1074 177 155 129 3467 69 94 57 3398 1083 621 592 462 121 61 60 341 123 103 571 531 492 334 70 2315 2249 47 40
internal_count=4577 3503 1074 177 155 129 3467 69 94 57 3398 1083 621 592 462 121 61 60 341 123 103 571 531 492 334 70 2315 2249 47 40
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=15 15 15 1 25 10 15 4 4 10 10 24 18 24 0 21 10 21 2 0 0 9 21 7 9 7 22 15 15 1
split_gain=0.4478 5.95132 3.63872 3.92771 9.04545 5.0188 3.02697 3.45489 9.15098 3.00235 3.2119 2.94394 4.30315 2.64569 2.39223 3.44988 3.3052 3.6326 5.00947 6.84216 2.15471 2.14582 2.83026 3.95937 2.81214 2.12493 5.61594 5.12638 4.62997 2.11699
threshold=1053.4000000000003 1101.0000000000002 976.50000000000011 471.3578731953275 0.049782737268000615 151.37634408602153 938.37499999999909 290.48442723166966 446.93459745337344 352.52961529814405 324.00272783209795 1.0000000180025095e-35 1.2872036137909142 0.41031375009405141 506.72028200951746 0.9481473115437874 226.47729323308275 0.98466249780458137 470.28237085378976 381.29114595442928 278.7402558107442 158.31918370091449 0.55180178646649303 731.46729410165915 162.14885467461323 524.20852154014835 -0.0082174168924110651 1250.4499999999982 1116.4000000000003 532.31411110257284
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 -4 9 -8 -9 10 14 -2 -13 -14 16 -16 -1 18 -18 -20 -7 22 -3 29 -23 26 27 -26 -27 -24
right_child=1 21 3 4 -6 20 7 8 -10 -11 -12 12 13 -15 15 -17 17 -19 19 -21 -22 24 23 -25 25 28 -28 -29 -30 -31
leaf_value=-7.5813152036530386e-06 0.0086382218264043336 -0.0011283511245515335 0.0012562873799886022 0.01902844667502766 -0.058790913335978995 0.030684661091520238 0.01606361781331626 -0.086166286394000063 -0.0051426367803841183 0.029738892516387363 -0.030743444609371104 -0.060148587434419566 0.013582662008702756 -0.037853568606078629 -0.041578816354740415 0.0024729290232062343 0.0037021138284715916 -0.0074769522364356751 0.088695060475517742 0.019264434212818746 0.072236188361421233 -0.036288738894191659 0.028349837333220863 0.062582400725001389 -0.013336107501527295 0.042333594881571263 0.0047238818937723808 -0.077874316908419131 -0.00012900923976831767 -0.013340484421877637
leaf_weight=1511 20 82 35 59 20 26 22 20 46 35 33 35 20 20 32 40 62 53 22 40 24 22 29 21 32 26 74 20 2075 21
leaf_count=1511 20 82 35 59 20 26 22 20 46 35 33 35 20 20 32 40 62 53 22 40 24 22 29 21 32 26 74 20 2075 21
internal_value=0 -0.000902764 0.00108375 0.0153799 -0.000672657 0.0302993 -0.000139926 -0.0182555 -0.0296953 0.00073216 0.000165938 -0.0254511 -0.0345416 -0.0121355 0.000745489 -0.0171056 0.00150691 0.0144357 0.0238016 0.0439011 0.0506294 6.81321e-05 0.0115275 0.026144 -0.000711448 -0.000359989 -0.0129736 -0.0381585 0.000396468 0.0108399
internal_weight=0 2497 2080 164 79 85 1916 88 66 1828 1793 95 75 40 1760 72 1688 177 124 62 50 2402 153 71 2249 2227 126 52 2101 50
internal_count=4577 2497 2080 164 79 85 1916 88 66 1828 1793 95 75 40 1760 72 1688 177 124 62 50 2402 153 71 2249 2227 126 52 2101 50
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=24 2 2 24 12 4 28 8 8 29 22 18 8 28 8 12 12 26 1 26 12 24 26 18 26 8 15 1 15 7
split_gain=0.441917 2.4651 4.08924 3.61743 1.93735 1.60963 1.91193 5.07412 3.4632 3.43001 3.20544 3.29098 2.5335 2.44051 5.2287 3.13924 3.18489 2.91446 2.35937 2.66328 1.42211 1.39402 1.16421 2.06546 1.63916 1.45324 3.55339 2.07484 2.01144 1.3707
threshold=-0.037218210768220218 248.79150373520272 298.45017453335942 -0.077478178793094057 1045.8290199519399 240.120019903371 5.5000000000000009 252.99137034340316 367.91235908997754 85.000000000000014 -0.077397038868388598 1.3262090569730798 201.46006444159224 13.500000000000002 307.67501888899841 2677.8173829046241 1796.2028850430825 1.5000000000000002 476.93978553011306 11.500000000000002 2483.2256637477362 -0.034456405530804445 42.500000000000007 1.1869355678173319 19.500000000000004 1142.9808041505582 1218.1000000000001 427.22162751566412 1887.5999999999997 203.76842106555179
decision_type=2 2 2 2 2 2 2 2 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 -1 -4 -6 7 12 13 -9 11 -11 -7 15 17 16 -8 -15 -10 20 -20 -2 24 -24 29 26 27 -26 -27 -23
right_child=21 2 4 -5 5 6 8 9 18 10 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 23 -25 25 28 -28 -29 -30 -31
leaf_value=0.002616893727746275 -0.019958025372276703 0.047024873136119416 0.023739292836043896 -0.048852806335145778 -0.026003450678572772 0.018458146823999974 -0.0069288446754217151 -0.033071209967136382 0.03537233029802641 -0.031903476409614086 0.036051331845850784 0.016861262869450354 0.065799144580960284 -0.012775025322385456 -0.043598742038011555 0.001247818937736156 -0.057501202999529516 0.032326170351160199 0.034008417189830824 -0.0289875761885196 -0.0001613750283060403 0.0047245248608068441 0.0020112318949153029 -0.038328946099731684 -0.0037746411533309864 0.045691861309435061 -0.026224229446259042 0.03482110753655434 0.0076230114272662578 -0.0010999010741040679
leaf_weight=36 36 22 41 22 21 26 20 25 30 25 29 31 20 23 20 32 33 38 21 20 29 460 30 22 26 23 29 30 35 3322
leaf_count=36 36 22 41 22 21 26 20 25 30 25 29 31 20 23 20 32 33 38 21 20 29 460 30 22 26 23 29 30 35 3322
internal_value=0 0.00262105 0.00485934 -0.0169061 0.00294272 0.00101798 0.00236265 0.011152 -0.00279202 -0.000510722 0.00906589 -0.00490871 0.0390412 -0.0116481 0.000772766 -0.0234845 -0.0384173 0.0153208 0.0119092 0.00185351 0.0141899 -0.00036837 -0.000191044 -0.0150558 5.88998e-06 0.0105154 0.00218812 0.0169017 0.0227193 -0.000391483
internal_weight=0 564 506 58 484 443 422 156 266 110 85 56 46 166 81 85 53 61 100 70 50 4013 3977 52 3925 143 85 56 58 3782
internal_count=4577 564 506 58 484 443 422 156 266 110 85 56 46 166 81 85 53 61 100 70 50 4013 3977 52 3925 143 85 56 58 3782
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=15 29 12 28 15 20 0 16 28 13 16 0 12 15 0 22 15 0 5 17 9 6 17 14 13 15 20 16 0 15
split_gain=0.473695 4.51716 2.59188 3.84415 2.39432 6.265 12.9004 5.87401 6.66547 3.00147 3.51296 6.05228 2.54035 1.84103 6.7203 3.4554 2.51766 1.97219 4.85066 5.10487 1.8256 4.53531 2.03561 3.53773 3.17715 2.19773 2.24725 4.12755 4.219 3.92242
threshold=2119.1000000000004 140.00000000000003 2311.6775502869959 10.500000000000002 1887.5999999999997 2.3121429729814733 394.43557149996434 382.10000000000008 8.5000000000000018 82.610175378209817 315.02500000000003 816.45682302771866 2239.2798687054587 1816.2999999999995 644.82076866223213 0.24998792900520625 1799.8000000000004 835.26978256995199 1080.0582816377173 1.106836586835813 608.20139885222397 781.50257207461857 1.1171525029096767 0.011868744332719198 93.918333341056936 2145.4999999999977 2.5197786550505943 529.07500000000016 793.54325889164613 2195.299999999997
decision_type=2 2 2 2 2 2 2 2 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 3 -3 13 9 -7 8 -8 10 -6 -12 -9 16 15 -15 17 -1 19 -19 22 -22 23 25 -24 -2 27 28 -27 -29
right_child=1 2 -4 -5 5 6 7 12 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 -21 21 -23 24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00048463798546667262 0.033511284472686906 0.072511474117636684 0.0080642468106569883 0.013149820446657638 0.023083938772861773 0.022234437800943852 -0.031584313986822966 -0.046408829819411045 -0.11051953318326369 0.025396385455193623 -0.058261653610194725 0.012042671874165536 0.0033894070202396031 0.0089096847310429442 -0.035229993388056761 0.056568170629505969 -0.028098505704838319 -0.061689038292087363 0.015991865389514717 -2.6643924415111545e-05 -0.053392042160372848 -0.00096427943067145397 -0.038911129720509058 0.044446454606950285 0.0023305806410597995 0.046200850233435634 -0.0055118506177677775 -0.039805036783218388 -0.0064480372583088676 0.0045965008151982222
leaf_weight=3225 21 20 59 24 26 38 20 20 23 48 24 25 21 32 20 29 32 29 32 25 22 66 31 20 47 45 300 22 23 208
leaf_count=3225 21 20 59 24 26 38 20 20 23 48 24 25 21 32 20 29 32 29 32 25 22 66 31 20 47 45 300 22 23 208
internal_value=0 0.00204498 0.0217633 0.0401324 -0.000506091 -0.010056 -0.0261125 -0.0479837 -0.0738055 0.00586989 -0.00662707 -0.0223921 -0.0209024 0.000177244 0.0150739 0.031567 -0.000183698 8.60915e-05 -0.0148594 -0.0331416 -0.000477974 -0.0140712 0.00119037 0.00305197 -0.0140604 0.0017145 0.000597892 0.00674864 0.0283931 0.000349397
internal_weight=0 908 103 44 3669 245 122 84 43 123 75 49 41 3424 81 61 3343 3311 86 54 805 88 717 639 78 619 598 298 68 230
internal_count=4577 908 103 44 3669 245 122 84 43 123 75 49 41 3424 81 61 3343 3311 86 54 805 88 717 639 78 619 598 298 68 230
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=10 9 0 0 11 25 25 7 8 7 11 20 15 8 18 23 17 20 8 21 14 28 11 28 21 21 4 4 25 0
split_gain=0.466485 2.01126 1.787 3.29274 1.98879 1.76502 2.51473 1.25571 3.00114 1.58917 1.57806 1.7195 1.16873 2.38862 1.3187 1.29244 1.48554 1.44268 1.06372 1.02543 0.831223 2.26906 2.60226 2.39898 3.10804 4.60856 5.04379 2.4177 2.34796 2.25595
threshold=62.08834057929456 81.139934615861947 488.15982019033055 384.64725274725282 182.62338646940177 -0.072886120433360027 -0.08816428451217094 106.12277006326451 258.38964967277133 145.22436089524157 110.73160173160174 1.8461520950932357 432.57499999999987 168.61071879820381 1.4723661989568824 -0.094987138367251117 2.4723764237162906 2.1503722720910878 156.52355897242759 1.446313201377224 0.40782161537310657 16.500000000000004 351.22974090345036 12.500000000000002 1.0996133899393135 0.81324134746741128 606.0788949148224 654.93812880957501 -0.044052029634596694 545.05895084576093
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 18 8 -3 10 -9 -12 13 15 -14 17 -17 -7 -1 -19 -11 23 -23 24 25 29 28 -26 -27 -22
right_child=1 7 -4 -5 -6 12 -8 9 -10 20 11 -13 14 -15 -16 16 -18 19 -20 -21 21 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.015148923209989848 0.027010447778073807 -0.032503776609276731 0.024912309806261745 -0.040864841748649877 -0.030169608381887276 -0.02980598949640989 0.039949087348456189 0.032264939211308956 0.01314844669929395 -0.0003546853843575809 -0.011976353893612303 0.022895127434570058 -0.0066513828034030983 -0.031005183239845011 0.024059070312176592 0.030855053403813927 -0.0049046786434840985 0.012922335815216816 0.015980108259689242 -0.012298163546151236 0.0097618484672588809 0.0085526601044517581 -0.031469473522156476 0.037461771549923077 0.0045644073180206449 -0.0089567738220743525 0.071758940392597156 -0.042975349202752117 0.037291805747719037 -0.024673904987672968
leaf_weight=23 28 36 21 24 24 25 24 30 24 3750 31 26 29 37 27 21 26 28 21 38 52 33 32 28 23 23 22 20 21 30
leaf_count=23 28 36 21 24 24 25 24 30 24 3750 31 26 29 37 27 21 26 28 21 38 52 33 32 28 23 23 22 20 21 30
internal_value=0 0.000298513 -0.00341424 -0.00512853 -0.0024732 -0.000250073 0.0139108 0.000119624 -0.0142429 0.000328736 0.0137006 0.00392994 -0.00441865 -0.00844235 0.00815544 -0.0023929 0.0110731 -0.00934785 -0.000291885 -0.00159856 4.03486e-05 0.00525647 -0.0111505 0.0101261 0.00611881 0.0129947 0.0326639 -0.0175471 0.0131164 -0.0028366
internal_weight=0 4209 368 347 323 299 68 4181 60 4121 87 57 231 175 56 138 47 91 44 66 4034 284 65 219 191 148 66 43 44 82
internal_count=4577 4209 368 347 323 299 68 4181 60 4121 87 57 231 175 56 138 47 91 44 66 4034 284 65 219 191 148 66 43 44 82
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=13 14 5 14 13 5 3 3 28 14 2 2 5 3 4 13 7 28 27 28 29 13 17 18 24 7 13 25 2 13
split_gain=0.45611 3.122 3.44212 1.43489 1.12001 1.22626 0.617351 4.87413 3.34417 2.78359 3.60629 2.3759 1.94069 1.85987 2.70979 2.60511 2.48557 2.00564 2.35122 2.03812 2.22991 2.30572 2.05064 3.78778 2.08381 2.45848 3.49425 1.85617 1.78265 6.58151
threshold=257.14161924469744 0.11914549364403805 445.56603425181794 0.41344029151902534 234.78129489624521 517.40578500727599 1029.2367383360622 1007.1721252058611 9.5000000000000018 0.0082761465143390434 1164.6169374692272 1093.5698473705099 991.16542052016314 1058.7958982335617 435.74547848990346 62.154075442397044 1521.1132920696512 7.5000000000000009 4.5000000000000009 16.500000000000004 50.000000000000007 65.638476627400209 1.0557931386308619 1.1284488827133021 0.57082960034322539 2136.7827553492366 65.166858445749128 0.6666859834822435 985.71016783819084 83.958833225050611
decision_type=2 2 2 2 2 2 2 2 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 -3 6 -6 7 28 -9 13 11 -11 -12 14 -8 -15 -17 -18 -19 20 -20 -22 23 -21 -25 26 -26 -24 -1 -30
right_child=1 3 -4 -5 5 -7 9 8 -10 10 12 -13 -14 15 -16 16 17 18 19 22 21 -23 27 24 25 -27 -28 -29 29 -31
leaf_value=0.00024651828644994101 0.0029575728240513032 0.029667334213852883 -0.04379737072158605 -0.006268791481852532 0.026204110780621279 -0.0029707054048776628 0.047355696782469751 -0.0083976692934003144 -0.060920576480301948 0.01674347333610058 0.024946850231991939 0.063768328442460012 -0.0092337058026991468 -0.034147026632790976 0.0018804878523377211 -0.034822547137737275 -0.0051872171237818156 0.030025528569572742 0.03831802542228252 -0.048701317289045885 0.036684291098605507 0.0020753781135835043 0.034151429062088332 -0.030980463617521787 -0.045536485161366214 0.015684198589611148 0.0046250951635401424 -0.0028913406474936395 -0.053682239225198485 0.00048679228483421746
leaf_weight=3236 31 25 32 20 34 25 20 27 22 22 26 21 46 23 38 20 321 35 25 21 22 154 24 23 21 63 41 31 29 99
leaf_count=3236 31 25 32 20 34 25 20 27 22 22 26 21 46 23 38 20 321 35 25 21 22 154 24 23 21 63 41 31 29 99
internal_value=0 -0.00642151 -0.020791 0.0136957 0.000155185 0.0138419 -2.79248e-05 -0.000667404 -0.0319794 0.00216118 0.0167944 0.0397091 0.00310927 0.000253222 0.0175616 -0.000965086 -1.22962e-05 0.000879132 0.00511239 0.00306072 0.0103712 0.00640149 -0.00349914 -0.00895746 -0.00331813 0.00177174 -0.0123651 0.0132728 -0.000211314 -0.0117859
internal_weight=0 108 63 45 4469 59 4410 3413 49 997 115 43 72 882 58 824 801 781 460 425 201 176 224 169 148 125 62 55 3364 128
internal_count=4577 108 63 45 4469 59 4410 3413 49 997 115 43 72 882 58 824 801 781 460 425 201 176 224 169 148 125 62 55 3364 128
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=19 15 22 24 22 19 13 25 2 15 16 2 19 25 24 0 15 19 24 24 13 5 13 14 28 16 4 5 19 19
split_gain=0.460353 1.33012 0.746763 1.83826 1.13728 0.643097 1.80789 3.01461 2.25448 1.24488 2.81975 1.64497 0.7183 4.17594 4.8516 4.38456 8.12595 3.93443 3.26663 4.69856 4.07653 2.84176 2.85426 2.74682 1.98725 1.96565 1.77953 1.54803 1.38718 1.54085
threshold=2.2243398023378238 568.92499999999825 0.46775236097130973 0.80318523522024587 0.45386952889579263 1.606664219592904 80.993322111059527 0.77862303730073168 433.12488315128189 1416.3999999999999 241.05000000000004 436.73674512613269 1.3735090022682195 0.2246931857255465 0.21797196602850891 623.90714285714296 2119.1000000000004 1.3642788369153391 0.66375611442004945 0.74441112946937815 89.974723718689759 174.93900966183577 77.999234393404024 0.0070778038968675626 14.500000000000002 365.07500000000005 201.77321410982782 231.81304686730041 1.3505894529347866 1.3372151313796905
decision_type=2 2 2 2 2 2 2 2 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 12 7 8 -7 10 11 -8 17 14 24 18 -17 28 20 -20 23 26 -23 -15 27 -22 -21 -14 29 -1
right_child=1 -3 3 -5 -6 6 9 -9 -10 -11 -12 -13 13 15 -16 16 -18 -19 19 21 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00016402293976272106 0.025517567315210515 -0.005631209434620265 0.0019177039309094352 -0.03589443027973175 0.019120426223643364 -0.0014322121218071286 -0.024127929637001624 -0.033596160970628265 0.026779880097439125 0.0032198362176616988 -0.044513180311168396 0.010779084348016317 0.0061653275042772293 0.065282121277414271 -0.053965987135534702 -0.066746412005741149 0.0091211253961470604 -0.036939417089913683 -0.032090307361093064 0.016786508681252598 -0.0015648299884051084 0.059668866321444518 0.010206666502303311 0.022394031473335678 0.02022430638058318 0.028608102606928077 -0.024428112635558302 -0.02766333787792152 0.020448964916056758 -0.013699598117889809
leaf_weight=3590 26 29 36 20 31 83 27 20 43 30 31 27 24 32 23 20 48 29 29 20 50 20 28 28 27 38 22 31 33 82
leaf_count=3590 26 29 36 20 31 83 27 20 43 30 31 27 24 32 23 20 48 29 29 20 50 20 28 28 27 38 22 31 33 82
internal_value=0 0.00909367 -0.000110604 -0.0115866 3.32959e-05 -0.00010012 -0.00491569 0.00247081 0.00819572 -0.0142933 -0.0204744 -0.00667442 0.000200997 0.00402253 -0.0133786 0.00947663 -0.0131929 -0.000249318 0.0152501 0.00291476 0.0251684 0.0141942 0.0308159 0.0452677 -0.00199438 0.0114644 -0.0048021 -0.0129017 3.78654e-05 -0.000145568
internal_weight=0 55 4522 56 4466 4435 261 146 126 115 85 54 4174 440 105 335 68 3734 267 119 148 90 48 60 82 88 42 55 3705 3672
internal_count=4577 55 4522 56 4466 4435 261 146 126 115 85 54 4174 440 105 335 68 3734 267 119 148 90 48 60 82 88 42 55 3705 3672
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=6 5 9 11 5 2 2 27 13 9 19 19 19 23 18 11 0 11 6 2 2 6 22 23 18 23 8 18 21 19
split_gain=0.443729 3.64294 3.10732 2.7539 2.10725 1.88158 3.38535 3.06089 2.68677 4.12003 2.37132 5.31491 4.09475 3.33093 2.51195 3.69904 2.13818 1.68032 3.26107 5.16047 2.20851 3.79641 3.03062 4.64751 2.65825 2.27558 2.14991 2.03064 2.6619 1.81062
threshold=322.06265302600508 309.52477203647419 320.18977488151666 306.55595141047934 314.76800011010261 487.08194703063629 504.41135684919919 7.5000000000000009 110.38899497696046 174.86920114079007 0.944908496412596 0.93365864116389163 0.95865011628409114 -0.12230671976385347 1.0182120476542293 386.21222568882854 444.36095360039025 346.04424731487001 443.45783054696409 794.29633560223488 1112.2225914682861 358.86880437774357 0.23450875021955328 0.035407967645579304 1.192766827199405 0.41865379509877437 445.70197337012235 1.4123412527029184 1.2254406873628116 1.0127370913516203
decision_type=2 2 2 2 2 2 2 2 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 -3 7 -7 -6 -9 -10 11 13 -12 16 -15 -16 -8 20 19 29 21 26 23 27 -22 -24 -14 -23 -29 -19
right_child=1 4 -4 -5 5 6 10 8 9 -11 12 -13 17 14 15 -17 -18 18 -20 -21 24 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0005823094110843735 0.028804711408821154 -0.026661472754745646 -0.0098395242355763923 -0.036118831943762912 0.031213010898699951 -0.034835868684708012 -0.034282747395336627 0.022381261341562944 0.016945807689002581 -0.043136896222829818 -0.04221835968395074 0.058808014923706659 0.0062459031270967955 -0.015722475166398069 0.043697173106902021 0.0072839164308139267 0.0048976419708476621 0.018546059860407537 -0.00048877915496005678 -0.052970397223027488 0.0051175901625195854 -0.013637670315802097 -0.024039113173342272 0.056796818579498087 -0.040827653950545939 0.016015918452191996 -0.030118998390590325 0.045950227861221021 -0.0013125010088763456 -0.013972643933714189
leaf_weight=2487 81 29 28 22 51 28 30 31 21 25 24 20 37 27 39 98 26 23 1103 31 34 20 23 38 20 37 29 26 22 67
leaf_count=2487 81 29 28 22 51 28 30 31 21 25 24 20 37 27 39 98 26 23 1103 31 34 20 23 38 20 37 29 26 22 67
internal_value=0 0.00108453 0.0188778 -0.000893909 9.45088e-05 0.000496542 -0.000335625 0.0122119 -0.000373264 -0.0157078 0.000208911 0.00945218 -0.00123723 0.00496529 0.0121555 0.0176497 -0.0160919 -0.000585878 -0.00219838 -0.0177826 0.00631517 0.0105547 0.0186208 0.0287864 -0.0118992 0.00066149 -0.00973261 0.0131335 0.0242881 -0.00566231
internal_weight=0 2068 109 2509 1959 1930 1802 128 77 46 1774 240 1534 220 164 137 56 1510 1224 121 286 232 166 106 54 60 66 68 48 90
internal_count=4577 2068 109 2509 1959 1930 1802 128 77 46 1774 240 1534 220 164 137 56 1510 1224 121 286 232 166 106 54 60 66 68 48 90
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=21 14 14 14 21 23 0 17 4 23 26 9 25 25 6 21 21 9 22 13 25 17 3 16 22 13 22 3 13 20
split_gain=0.457597 1.67317 1.18449 1.15698 0.905001 3.28184 5.61025 12.1263 1.87709 1.70688 2.53111 3.84139 2.44955 4.75068 1.72119 2.05346 1.31011 3.19927 2.23702 2.93858 1.28907 1.001 0.97092 2.24272 0.868845 0.799366 3.97389 2.99485 1.38966 1.0564
threshold=1.4936976213891604 0.3499376238138418 0.2361922364689911 0.11001051154248224 1.1420895166925955 -0.17502885972834017 321.35799485427481 1.4083784050470936 472.97398737438203 -0.28122620082494626 4.5000000000000009 116.83072661965959 -0.017601299828609536 0.025186708501178514 262.59423568909671 1.2769676300779997 1.0679355026951263 99.277807272426131 -0.039411483359480394 104.38409873708382 -0.08816428451217094 1.3885958241182419 352.88762327396915 588.50000000000011 -0.17530553233496723 248.90492270392005 0.14970990859928532 491.36398822227238 234.78129489624521 3.7165071886661165
decision_type=2 2 2 2 2 2 2 2 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 16 9 7 -7 -8 12 21 -12 14 -14 20 -16 25 -18 22 -20 -6 -11 24 -24 -19 28 27 -27 29 -1
right_child=1 -3 -4 -5 5 6 8 -9 -10 10 11 -13 13 -15 15 -17 17 18 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00055429891664548841 0.021185375247960506 -0.0073633703416109923 0.032001095823943615 -0.011279673798985425 -0.0066086957374444383 0.0010662277739855552 0.028364513422129679 -0.091538640283621284 -0.010930040887286586 -0.014932972984388471 -0.010563498307019473 0.043580627441406256 -0.060759834501714939 0.0026573668177998452 -0.032617129578899881 0.0021516233625612697 0.043374535684352337 -0.005105557597496293 -0.0023914814616243047 0.047629013447010003 0.020843236647546295 0.0081910959659860696 -0.029540416003917071 0.0046550959348678591 0.023692915451247246 -0.015631491620255733 -0.036215891071728297 0.02573686654014247 0.021228209558513858 -0.0049127433556478911
leaf_weight=3289 23 54 28 21 26 31 20 26 31 36 20 38 21 27 26 49 23 22 24 23 50 39 34 44 20 35 35 35 31 396
leaf_count=3289 23 54 28 21 26 31 20 26 31 36 20 38 21 27 26 49 23 22 24 23 50 39 34 44 20 35 35 35 31 396
internal_value=0 0.00594285 0.0159225 0.00569069 -0.000168232 -0.00447346 -0.0196157 -0.0411746 0.00447959 0.000452325 0.009223 0.0249102 -0.00540949 -0.0250877 0.000845827 -0.00990154 0.000304044 0.0084088 0.00359316 0.0220866 0.0114518 -0.00290846 -0.00365012 -0.0102506 0.008608 -9.89664e-05 -0.00870351 0.00505269 0.000144165 -3.32041e-05
internal_weight=0 126 72 44 4451 440 108 57 51 332 133 58 199 48 151 75 4011 190 167 47 76 75 120 78 42 3821 105 70 3716 3685
internal_count=4577 126 72 44 4451 440 108 57 51 332 133 58 199 48 151 75 4011 190 167 47 76 75 120 78 42 3821 105 70 3716 3685
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=5 5 13 13 4 1 3 1 1 8 7 5 4 4 1 1 14 25 25 4 9 24 14 25 1 22 24 25 5 13
split_gain=0.428205 2.11887 3.67311 1.59697 1.48009 1.50364 4.20243 2.13133 1.56642 1.30025 4.03005 1.27639 2.89334 1.21635 1.11221 1.34279 1.28068 0.838157 1.2923 1.62803 1.08373 1.30584 1.0498 1.10773 2.03814 1.20715 1.00371 2.15558 1.91175 3.22427
threshold=107.55954592363263 121.25561233300893 146.61250879662211 59.055555555555564 234.17397121049103 418.96400605139161 845.39429953062029 316.37712336425113 1020.0271554216706 1688.2580645161293 237.24256606033296 125.83419212366583 197.34944483333186 195.64414414414418 146.15682182634876 167.77768327614911 0.39261216161184792 -0.10018782457192854 -0.090699305167578501 411.90940080601302 78.701234820282934 -0.013184652189854337 0.12308533745779265 -0.10970501916952276 370.58005719457697 -0.17168804114607925 -0.038979711821689675 -0.061916644451927121 203.93814010547109 110.38899497696046
decision_type=2 2 2 2 2 2 2 2 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 9 -1 5 7 -7 -5 -8 10 13 12 -3 -2 16 -16 -13 22 19 -19 21 -20 -17 24 -24 -25 -22 28 -28 -30
right_child=1 11 -4 4 -6 6 8 -9 -10 -11 -12 14 -14 -15 15 17 -18 18 20 -21 26 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=-0.02445251147262752 -0.01135096324459565 0.043929859561224777 -0.047634357810020449 0.0022356128866736339 0.028058505982160573 0.052207979018037969 -0.020144167906520044 -0.02781970433604259 0.013725107851981498 0.015651004683847228 -0.048862554617226127 -0.027050061681075023 -0.0068967227979252746 0.021902263448150321 0.023179782245308162 0.025914447310452279 0.0052075383439660079 0.0032978762686252591 -0.0010708258660333985 -0.035713025619802267 0.0057460078112394342 -0.030314237581422699 -0.027099892208352683 -0.0018790276348590854 0.011560605429112912 0.032448961443844293 -0.042357155743097383 -3.8971210643629143e-05 0.023400115841068329 -0.030965111885840696
leaf_weight=20 22 21 25 255 25 22 22 26 36 24 20 32 24 22 25 26 20 20 37 23 289 26 25 20 30 21 22 3353 20 24
leaf_count=20 22 21 25 255 25 22 22 26 36 24 20 32 24 22 25 26 20 20 37 23 289 26 25 20 30 21 22 3353 20 24
internal_value=0 -0.000301772 -0.0138085 0.00310022 0.00452782 0.00289827 0.0149938 -0.000545306 0.000878141 -0.00419885 -0.0116425 7.43392e-05 0.0168223 0.00527565 -0.000113466 7.7282e-05 -0.0146433 -6.94565e-05 -0.000330447 -0.0175684 -0.000133886 -0.0131395 0.00808971 0.00326217 -0.00601235 0.0157036 8.70841e-05 -0.000391251 -0.0182881 -0.00625364
internal_weight=0 4171 113 406 386 361 80 281 58 88 64 4058 45 44 4013 3961 52 3936 3814 43 3771 63 122 96 55 41 3708 3419 66 44
internal_count=4577 4171 113 406 386 361 80 281 58 88 64 4058 45 44 4013 3961 52 3936 3814 43 3771 63 122 96 55 41 3708 3419 66 44
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=19 11 19 20 20 24 28 3 7 20 10 1 20 20 20 2 28 3 28 7 2 28 16 16 24 6 28 19 11 2
split_gain=0.450602 0.698319 0.663209 0.434981 6.32024 2.39998 1.62978 1.18531 1.99393 1.89796 1.29452 1.08841 0.763307 3.57131 4.64027 2.63777 2.60863 3.29904 2.8785 4.91274 5.44177 4.56152 3.03229 4.68995 4.32706 4.16982 2.69576 2.37931 3.24735 2.24179
threshold=2.2243398023378238 146.32885868026059 2.0843132792904293 4.0824391750834392 4.0087020955144572 0.78737015996417192 18.500000000000004 463.10357983967759 607.78743554579353 4.352159261347361 128.48258403647137 220.90098738984929 2.9851362663498699 2.8457189844847721 2.8783485849532906 463.67582721869775 23.500000000000004 633.9692577174427 7.5000000000000009 943.22600502332364 722.12120284358355 14.500000000000002 126.12500000000001 171.50000000000003 0.299358963473836 195.8303414795117 1.5000000000000002 1.2002584753017733 324.29679652267146 760.13153118230002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 12 6 7 8 9 -5 -11 -12 13 -1 -15 -16 18 -18 22 -20 21 -21 25 26 -25 -14 -24 28 29 -26
right_child=1 -3 -4 5 -6 -7 -8 -9 -10 10 11 -13 16 14 15 -17 17 -19 19 20 -22 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=0.00019246840123302773 0.00014129173941910267 0.023334405371653183 -0.014685842605127442 0.026323587540537121 -0.046757867489138558 0.032250723104785987 -0.022869199199172168 0.019060996230691671 -0.028056618279184809 0.012342993218091227 -0.00030345715209841728 -0.031601543306605889 -0.034030002436122385 -0.04671532492437918 -0.024201199945916112 0.0058194011499484383 -0.0015936953481286765 0.042535104561183194 0.0077726558220627563 -0.070573519480725141 -0.0032099461559062965 -0.012736520934849976 0.013519931739817062 -0.017222299647983164 0.060966279440455962 0.01949011771939695 0.054647228288847743 0.0020377119319731152 -0.0059407490864396102 0.016794017292559148
leaf_weight=3429 34 21 31 30 29 27 26 40 22 31 25 20 37 36 48 75 32 36 119 30 78 25 30 64 27 24 34 77 20 20
leaf_count=3429 34 21 31 30 29 27 26 40 22 31 25 20 37 36 48 75 32 36 119 30 78 25 30 64 27 24 34 77 20 20
internal_value=0 0.00899684 -0.000109426 -8.80992e-06 -0.000232706 0.00431714 0.000429475 0.00403522 -0.000660332 0.00502569 -0.00338138 -0.0142137 8.54339e-05 -0.000486895 -0.0151381 -0.00589596 0.00323018 0.0217686 0.00107528 -0.00698829 -0.0201954 -0.044284 0.00717744 0.0116965 0.00441265 -0.0129729 0.0353688 0.0140282 0.0278083 0.0421696
internal_weight=0 55 4522 4491 4270 221 194 168 128 106 76 45 4241 3588 159 123 653 68 585 252 133 55 333 272 208 61 64 144 67 47
internal_count=4577 55 4522 4491 4270 221 194 168 128 106 76 45 4241 3588 159 123 653 68 585 252 133 55 333 272 208 61 64 144 67 47
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=0 25 0 23 23 26 27 18 1 23 3 20 20 10 0 4 0 15 4 26 0 15 27 20 0 18 17 18 20 20
split_gain=0.424114 1.6514 1.37205 3.37113 5.13263 2.97883 6.84251 2.70194 3.74029 1.48825 1.24383 1.14413 3.70426 3.40828 2.04174 2.92994 3.75086 2.33434 2.30289 2.20209 1.85895 1.19504 1.10702 1.16653 3.709 3.41307 5.27964 3.24995 4.41547 3.43041
threshold=157.43754443244953 -0.066558280459801167 203.53104820875723 0.76389204028572466 0.7061480730436579 1.0000000180025095e-35 5.5000000000000009 1.3570058244343033 225.49131174631978 -0.074331092531361137 216.54456999442786 2.9532598473427005 2.6779723462498155 74.17631136854051 76.44871203973986 223.29141240583178 101.12803507689598 1044.8000000000002 221.20714285714288 1.0000000180025095e-35 101.12803507689598 416.50000000000006 11.500000000000002 3.5651721502685505 251.2419008274274 1.2656842023696258 1.0293136991052318 1.2778307437573992 3.7610476597945355 3.9391239891940741
decision_type=2 2 2 2 2 2 2 2 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 -2 10 9 -9 -7 12 13 -3 18 17 -17 -16 21 -18 -14 -13 23 -4 25 -25 -27 28 -26 -29
right_child=2 11 22 -5 -6 7 -8 8 -10 -11 -12 14 20 -15 15 16 19 -19 -20 -21 -22 -23 -24 24 27 26 -28 29 -30 -31
leaf_value=0.030997914597392085 0.0014141488409436802 -0.0037015868717042559 0.00050194093635734678 -0.046982153095304971 0.04419457680662163 0.00077224563843069174 -0.067502506636083134 -0.0092131112308169779 -0.035411957068074693 0.026579222513274072 0.031146912010652679 -0.011959421820938588 -0.010756679717451334 0.034835599105933618 0.011418973401188852 0.058803946897387507 -0.010683369839563967 -0.024644315269376552 -0.02948045697191666 0.027735351685535266 -0.049027164449745961 0.019597972584389417 0.023598571252077819 0.0066808738457482496 -0.04670695363976328 -0.0065885433588515636 -0.074409548798576003 0.027665756115569703 -8.4631213591106848e-05 -0.0066417163576592102
leaf_weight=20 34 110 3580 20 20 26 25 26 38 21 28 21 30 29 50 24 25 28 29 37 22 28 20 21 28 22 24 62 74 55
leaf_count=20 34 110 3580 20 20 26 25 26 38 21 28 21 30 29 50 24 25 28 29 37 22 28 20 21 28 22 24 62 74 55
internal_value=0 0.00290443 -0.000319036 -0.00768938 -0.00408454 -0.00896122 -0.0277878 -0.00097007 -0.0120827 0.00677921 0.0165221 0.00160681 -0.00417927 0.00433855 0.00617351 0.0125081 0.0252374 -0.00152682 -0.00714536 0.0122439 -0.026948 0.00607337 0.000132364 1.09661e-05 -0.0061348 -0.0267236 -0.0419734 0.000164041 -0.0128829 0.0115383
internal_weight=0 453 4124 238 218 198 59 139 85 47 54 433 191 139 242 164 86 78 78 62 52 49 3886 3866 286 67 46 219 102 117
internal_count=4577 453 4124 238 218 198 59 139 85 47 54 433 191 139 242 164 86 78 78 62 52 49 3886 3866 286 67 46 219 102 117
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=6 11 16 10 15 13 11 25 6 12 12 25 20 16 2 6 8 20 2 2 10 11 8 15 13 4 11 1 12 13
split_gain=0.465651 1.61198 3.63464 2.33101 3.3509 3.55985 2.07195 1.87371 1.70832 1.4141 3.52264 1.66139 1.63963 1.57043 1.58227 1.18509 5.46214 1.53424 1.06002 1.41114 1.01232 2.91533 5.18288 1.66703 1.96844 1.59795 2.41733 1.09486 1.7046 0.934473
threshold=129.11040886439375 91.434795562418714 254.50000000000003 98.131853159581155 337.50000000000006 66.264389871845665 86.701515151515153 0.84565289111015673 102.48861470921679 1052.681586011844 767.54486897965171 0.023977401342859816 2.2998841070044524 123.85000000000001 212.84518532047804 138.33750790573615 658.35424844428496 1.8697948177008084 198.24743334557439 222.18445163039164 72.775713435702485 200.77493500726692 252.99137034340316 845.34999999999843 113.70675901612117 261.66951801806016 157.58291925465841 181.55706887584907 299.77364678938352 150.00173224449398
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -6 8 -5 9 10 11 -1 -13 -11 -15 16 17 -2 -17 -20 21 23 -23 24 25 -21 -27 -22 -29 -16
right_child=15 2 -4 7 5 -7 -8 -9 -10 13 -12 12 -14 14 29 18 -18 -19 19 20 27 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.019247652162962103 -0.014541584490375084 0.019448379006374767 0.048157165572047238 0.035201131618779267 0.0036867869459092616 -0.055977666266262528 -0.02477061852925655 -0.0015207963840415083 0.027841357109339344 0.027140603355752926 -0.046361673250794412 -0.0072576844969239 0.021739476159788097 -0.021864563647819604 -0.0017535312036384963 -0.020634769760072232 -0.054572801816869868 0.020747568841657738 0.024719382433787639 -0.016657943918536873 0.015446919056170801 0.0069801789263020386 -0.057618695152578531 0.016818730324684155 -0.029116167706148378 -0.0033502121123352223 0.034582441655220467 -0.029027408976107838 0.00024552562594184856 0.02327455421193288
leaf_weight=34 22 27 23 33 20 20 33 24 23 30 20 39 39 23 35 25 22 28 23 39 47 23 27 42 29 56 24 20 3701 26
leaf_count=34 22 27 23 33 20 20 33 24 23 30 20 39 39 23 35 25 22 28 23 39 47 23 27 42 29 56 24 20 3701 26
internal_value=0 0.00305834 0.0116465 0.00487441 -0.00777181 -0.0261454 -0.001122 0.0197393 0.00177913 -0.000657585 -0.00770351 -0.000800271 0.0072409 0.00750086 0.000486665 -0.000332654 -0.0130498 0.00522034 -0.000106906 2.04062e-05 -0.000121329 -0.00641848 -0.0279032 -0.000764607 -0.00575447 -6.12865e-05 0.00802958 0.000279763 8.81866e-05 0.00891418
internal_weight=0 449 147 124 67 40 302 57 269 246 132 112 78 114 84 4128 72 50 4056 4031 4008 240 50 190 148 119 80 3768 3721 61
internal_count=4577 449 147 124 67 40 302 57 269 246 132 112 78 114 84 4128 72 50 4056 4031 4008 240 50 190 148 119 80 3768 3721 61
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=11 10 0 12 16 28 0 8 16 28 28 8 2 24 2 5 27 8 6 16 5 19 16 16 16 0 5 12 18 12
split_gain=0.394033 2.19206 4.41993 1.38936 1.46141 3.10669 3.09557 3.40872 2.38391 2.69011 2.04357 1.99612 1.97545 1.8133 1.95586 2.12553 1.77175 2.04324 2.22023 1.94489 1.73922 1.48933 1.47231 2.10104 1.86823 1.84466 1.63776 1.35611 1.34522 2.75288
threshold=165.06603889310551 69.563438773095996 301.51949763787792 1038.2480495022871 419.55000000000013 1.0000000180025095e-35 480.34375963599445 2514.3157308377899 348.40000000000003 13.500000000000002 24.500000000000004 2254.6944008372584 1243.3530393033436 0.8494202942494804 1346.3211327203799 168.55256012412727 4.5000000000000009 1935.0144167758849 190.34080717488794 206.10000000000005 157.63558855700049 0.90855177878246163 152.50000000000003 134.22500000000002 163.12500000000003 246.7448979591837 107.55954592363263 2704.6042953359661 1.3393666331469214 389.23209296455758
decision_type=2 2 2 2 2 2 2 2 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 -5 20 -8 11 -10 12 16 -9 -14 -15 -16 -7 18 19 22 -6 27 23 25 -24 26 -18 -21 29 -3
right_child=1 28 -4 4 6 8 7 10 9 -11 -12 -13 13 14 15 -17 17 -19 -20 21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022640020860228362 -0.047317049627502765 -0.037617560263190956 -0.00056022039404319179 0.045045690841618038 -0.040401748245438712 0.023367818512699822 0.03699054714026196 -0.034867979288101196 0.041478564308231908 -0.0042631554231047633 0.025798980037992199 0.026807431063868781 -0.020622353674843909 0.031367944847443145 -0.019784235401499657 0.021420263605458397 0.033979050277007948 -0.029679710847204145 0.03043756269228955 -0.011743932399822743 -0.0076389955833207736 0.0082201433756078288 0.040840558502823116 -0.023302783910185101 0.006129239259652146 -0.013402878723162063 0.00053693192312493927 -0.042643965259194373 0.0027985715008701216 -0.001231060978686674
leaf_weight=570 30 21 62 21 26 33 28 20 36 20 24 33 32 24 31 21 27 23 24 49 43 24 20 36 69 34 32 20 1040 2104
leaf_count=570 30 21 62 21 26 33 28 20 36 20 24 33 32 24 31 21 27 23 24 49 43 24 20 36 69 34 32 20 1040 2104
internal_value=0 -0.000590682 -0.015807 0.00145746 0.00428578 0.00739775 -0.00197567 0.00492767 0.00575066 0.0251422 -0.000978648 0.0031895 -0.00599945 -0.00065343 0.00775454 -0.00314396 0.00119617 -0.00084758 0.00113194 -0.00112959 -0.0199844 -0.0132371 0.00403554 -0.00279056 0.0139295 0.00514966 0.015841 -0.0207005 -0.000148375 -0.00159065
internal_weight=0 3257 92 1320 750 501 249 180 480 56 152 424 128 108 76 52 391 358 335 311 69 93 218 129 89 93 59 69 3165 2125
internal_count=4577 3257 92 1320 750 501 249 180 480 56 152 424 128 108 76 52 391 358 335 311 69 93 218 129 89 93 59 69 3165 2125
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=23 23 11 23 17 19 24 19 8 23 20 24 18 23 20 17 12 25 23 18 11 18 25 23 23 19 29 18 19 17
split_gain=0.396489 6.95471 3.0847 2.95666 6.42994 3.65744 1.68988 2.78883 2.04439 1.37359 9.83785 3.12226 5.84208 2.73905 3.0316 2.49979 2.38435 2.65898 2.37404 2.27004 2.51632 2.36701 2.19066 4.64942 2.2687 4.17564 1.87015 1.67295 1.34826 1.34216
threshold=0.27065199469205559 0.29281094875093655 425.29187139172097 0.33275577402632101 1.106836586835813 1.1831029232888157 0.37447489586132127 0.94179739635895521 1596.8658895839396 0.1508948664771049 1.8618027344861587 0.15157708963076663 1.1837427736521038 0.1162504867369354 2.3709303415680685 1.2824875048089763 860.41493832250978 0.21720013862354534 0.17427260690585736 1.3484891403806032 275.67046794443655 1.2434479892274168 0.28541172255899033 -0.0087246922728422185 0.097072171900859539 1.0460904097271533 50.000000000000007 1.2968855663849708 1.3735090022682195 1.2300056573663136
decision_type=2 2 2 2 2 2 2 2 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 -2 4 5 -3 7 -5 -9 13 -11 -12 -13 22 -15 -16 26 -18 -19 21 -21 -20 24 -24 -1 -26 -14 -23 -7 -8
right_child=1 3 -4 6 -6 28 29 8 -10 10 11 12 16 14 15 -17 17 18 19 20 -22 27 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0003378951639149941 0.058673799359079064 0.037462862282991415 0.010740819420665503 -0.012436596021077342 -0.049731182649328909 -0.023464187413740619 2.8297975021827288e-05 0.054837880241684615 0.011943274380639197 -0.074749175431206835 -0.040743729993700989 0.039107620151823064 -0.0026498244804402239 0.04131361715156924 0.018624608982606112 -0.025256103910505773 0.015388789417391475 -0.046287734303239798 -0.0030915256148498311 -0.021804961930636482 0.020539255543715426 -0.058561593806371097 -0.05250711414652566 0.011923222509878022 0.0039220450381780491 -0.053852462099695755 0.030367601727103368 -0.020091898846798219 0.0039998241996561943 0.016669075535610318
leaf_weight=2166 29 20 25 22 37 39 1582 20 25 20 20 34 42 33 37 20 33 22 38 23 36 20 24 21 29 22 29 26 33 50
leaf_count=2166 29 20 25 22 37 39 1582 20 25 20 20 34 42 33 37 20 33 22 38 23 36 20 24 21 29 22 29 26 33 50
internal_value=0 0.00111377 0.0364826 6.89551e-05 -0.0145264 -0.000367955 0.00117714 0.0167423 0.0310075 -0.000777778 -0.0066896 -0.00247538 5.0583e-05 8.43626e-05 0.0171926 0.00322787 -0.00488599 -0.0105237 -0.0157062 -0.0110014 0.00403219 -0.0215607 -0.000596338 -0.0224396 -0.00015297 -0.0210003 0.0108362 -0.0368179 -0.0108765 0.000538126
internal_weight=0 1882 54 1828 129 92 1699 67 45 2695 343 323 303 2352 90 57 269 198 165 143 59 84 2262 45 2217 51 71 46 72 1632
internal_count=4577 1882 54 1828 129 92 1699 67 45 2695 343 323 303 2352 90 57 269 198 165 143 59 84 2262 45 2217 51 71 46 72 1632
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=14 12 14 8 19 16 15 8 22 15 15 7 15 7 8 7 15 8 2 15 18 12 8 28 15 22 18 2 12 8
split_gain=0.429845 1.24932 1.18654 1.07689 3.2506 1.56962 1.01453 0.746109 4.31008 4.77551 3.22136 2.87406 2.23502 1.80498 1.72141 3.45803 3.66895 4.5736 4.33906 6.61868 3.49632 2.931 2.83039 2.47708 2.46594 2.14281 2.44054 1.53211 1.51568 1.20666
threshold=4.7475208353788495e-05 827.76605825986201 4.7707363730739181e-05 2618.6862745098047 1.1752093197944826 619.37500000000011 2634.400000000001 2731.8482142857147 0.37134036001596271 2160.6500000000001 2454.4499999999994 2333.581429317574 2754.699999999998 2170.3365806818506 2363.6250000000005 2333.581429317574 2438.1999999999985 2514.3157308377899 1290.8625654284224 2840.6500000000001 1.1885781149184691 1633.922513914657 2301.269433465086 8.5000000000000018 2216.2000000000003 0.27530127280965622 1.1576105982685978 1769.3928367463493 2483.2256637477362 2254.6944008372584
decision_type=2 2 2 2 2 2 2 2 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 -2 -3 6 -6 -5 14 9 -9 -11 12 -12 -14 22 16 20 -18 -19 -20 24 -22 29 -24 25 26 -16 28 -13 -4
right_child=2 3 7 4 5 -7 -8 8 -10 10 11 27 13 -15 15 -17 17 18 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.026556048283110496 -0.021094933814472625 -0.01280504281853493 -0.00011081812966903759 -0.018825655115338472 0.010801897721830756 0.045986362063281598 0.006676097443470589 -0.056299708856677171 0.030101811909867871 0.028534381091594698 -0.048081605867655197 0.016618760922415692 0.0057202085816802891 -0.033198502062904561 -0.013457390530542894 -0.03149531774222851 0.061245218222891841 -0.013887377469941523 0.072418450197966944 -0.0070663159682953849 0.0028074586647562683 -0.049422701665510736 -0.050220857331130124 -0.0036333346664905552 -0.018026782125234602 0.049295674739405521 0.034808556139469149 -0.020244831678768001 -0.0082820996388115672 0.019390147773447098
leaf_weight=23 27 39 3765 39 32 21 26 20 31 25 27 55 26 22 22 20 27 33 22 20 22 21 21 25 20 20 20 30 44 32
leaf_count=23 27 39 3765 39 32 21 26 20 31 25 27 55 26 22 22 20 27 33 22 20 22 21 21 25 20 20 20 30 44 32
internal_value=0 0.00478969 -0.000196076 0.00160099 0.00636231 0.0247429 -0.00862495 -6.69523e-05 -0.00506089 -0.00943857 -0.0053459 -0.00949789 -0.0250646 -0.0121175 0.000274931 0.00836714 0.0118793 0.0259531 0.0132479 0.0345686 0.00039499 -0.0227003 -0.000245177 -0.0249016 0.0125059 0.0223552 0.00952639 -0.000447484 0.00555171 5.35303e-05
internal_weight=0 180 4397 157 118 53 65 4370 280 249 229 204 75 48 4090 247 227 102 75 42 125 43 3843 46 82 62 42 129 99 3797
internal_count=4577 180 4397 157 118 53 65 4370 280 249 229 204 75 48 4090 247 227 102 75 42 125 43 3843 46 82 62 42 129 99 3797
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=6 9 24 3 8 4 8 9 22 15 24 26 8 6 4 1 1 16 16 17 17 6 26 16 6 6 8 21 26 9
split_gain=0.412751 1.1625 2.47054 1.9243 1.70591 2.75036 2.30868 1.01362 2.51987 2.27784 1.86442 1.75994 1.51572 0.975418 2.01059 4.81281 10.2109 2.06337 3.85222 2.30664 2.59208 1.35273 1.46576 1.21093 1.19389 2.57939 4.13023 2.6176 2.3787 2.83844
threshold=129.11040886439375 167.51684673869551 0.88777081855822437 454.51847253678653 522.25742070521756 234.17397121049103 784.0459295929594 76.956686573423568 -0.19790016146629807 432.57499999999987 0.29188323126605109 6.5000000000000009 136.77534819405574 163.13121615383102 223.29141240583178 350.67633386991423 539.62843982080074 152.50000000000003 139.05000000000004 1.5018096019834872 0.92930099331658156 141.98281408071011 1.0000000180025095e-35 118.95000000000002 202.87551781706779 210.0431034482759 362.18301822949712 0.55336568065594005 1.0000000180025095e-35 194.18540391174417
decision_type=2 2 2 2 2 2 2 2 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 -3 5 7 -6 9 11 10 12 -9 -1 14 17 -16 -17 18 21 20 -19 -2 23 -23 28 26 -26 -28 29 -15
right_child=13 2 -4 -5 6 -7 -8 8 -10 -11 -12 -13 -14 24 15 16 -18 19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00048403349121875852 0.020388885573484679 0.011491811431811326 -0.0057158992527738999 0.05210466917604209 -0.043123998190858409 0.032966992486866992 0.0017023622368772823 -0.043887389202912651 0.005167712255463224 0.035036326995627448 -0.025618869843943372 -0.0051769194699337953 0.029868139876496225 -0.024330297449173838 -0.0022859028979707679 -0.090273027731613678 0.0022936721941312918 -0.00093345060944557186 -0.046802353207021953 -0.0093192913776470564 0.045543087472518284 0.022123949451460727 -0.026734625321367514 -0.0089767693632072012 -0.048221996476359927 -2.2832834044571943e-05 0.022529924534261225 -0.018921473469489664 0.0098981742866735365 0.0049574039541127332
leaf_weight=107 27 28 38 20 20 28 27 24 68 22 23 23 21 52 112 22 26 20 20 27 30 21 23 31 29 3223 25 39 310 91
leaf_count=107 27 28 38 20 20 28 27 24 68 22 23 23 21 52 112 22 26 20 20 27 30 21 23 31 29 3223 25 39 310 91
internal_value=0 0.00287939 0.0133333 0.0284138 0.000402714 0.00304652 -0.0173727 0.000137589 -0.0071388 0.0049745 0.000594626 -0.024944 0.00530486 -0.000313189 -0.0052939 -0.01364 -0.0401327 0.00141649 -0.00667312 0.0142338 0.0269525 0.00119536 -0.00571431 0.00358314 0.000161227 -0.000496598 -0.0169153 -0.00272952 0.00497656 -0.00569267
internal_weight=0 449 86 48 363 316 47 288 115 173 151 47 128 4128 359 160 48 199 122 77 50 102 75 52 3769 3316 93 64 453 143
internal_count=4577 449 86 48 363 316 47 288 115 173 151 47 128 4128 359 160 48 199 122 77 50 102 75 52 3769 3316 93 64 453 143
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=20 20 4 4 24 25 17 5 20 22 20 25 25 29 7 29 16 24 25 24 25 10 25 25 25 25 25 22 24 24
split_gain=0.442506 2.45233 1.51808 1.33074 1.23512 2.36107 1.53167 1.16622 1.18684 2.03921 1.1457 0.79737 3.68769 1.83221 1.62123 3.04526 3.93816 3.02577 1.34434 2.7327 2.91116 2.27625 2.0217 1.43895 1.33627 1.23039 2.14669 5.32108 0.986203 5.17026
threshold=1.3054940908496249 1.3553620118374112 368.97738887281849 60.32629522594798 -0.022307347686168748 -0.052511744932193766 1.2771235309708959 54.874928712179056 1.3845048814401626 -0.037727892516744709 1.2161833901256034 -0.081453616424926503 -0.085679872645048352 65.000000000000014 208.55007502025333 140.00000000000003 286.50000000000006 -0.072314986222279942 -0.068890473186642404 -0.052702461786903861 -0.075197553710694101 132.99415148609782 -0.065425192916406472 -0.059392609963155756 -0.063442016722374456 -0.056003101442369134 -0.052511744932193766 -0.11579949289858514 0.012961951050369952 0.0096429508904565635
decision_type=2 2 2 2 2 2 2 2 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 -3 5 10 -6 -5 9 -9 -1 12 13 -10 15 -15 -17 -16 19 21 -21 -13 -20 24 -24 -25 27 -27 29 -28
right_child=1 3 -4 7 6 -7 -8 8 11 -11 -12 18 -14 14 17 16 -18 -19 22 20 -22 -23 23 25 -26 26 28 -29 -30 -31
leaf_value=0.012657540844132504 -0.0040012033978620402 -0.022512039431155876 -0.037557800327028545 0.019199015770573171 0.034231128062432011 -0.029435894695612103 0.0056602606814839277 0.036514808361728983 -0.028918941230291415 -0.0023114742050247806 -0.011839985408421074 0.019270080417670588 -0.03857293721598884 0.021112429501954466 0.00047593777378400172 -0.055551717448092647 -0.00015589928988254433 0.040063737073125175 -0.026920793065801266 -0.00071910391561686999 0.046535424786270596 -0.018501698951690626 -0.0033519305145511265 -0.020053148380811178 0.025494407263717486 -0.011970435078863216 -0.0017418071403277711 0.056820434619757269 0.00030495661328225842 -0.043423438351601368
leaf_weight=60 26 26 28 32 24 26 86 24 21 31 28 27 30 24 75 21 33 26 28 22 32 39 26 31 42 23 425 22 3207 32
leaf_count=60 26 26 28 32 24 26 86 24 21 31 28 27 30 24 75 21 33 26 28 22 32 39 26 31 42 23 425 22 3207 32
internal_value=0 -0.000223048 -0.0214009 4.29684e-05 0.0043345 -0.00295965 0.0118939 0.000180209 3.67049e-05 0.0146309 0.00486287 -0.000155049 -0.00587898 -0.000974889 0.00230346 -0.00852606 -0.0216987 0.0106669 0.000177738 0.0106003 0.0272836 -0.00304961 -0.000148307 4.8549e-05 0.0144649 -0.000213567 -4.77467e-05 0.0216607 -0.000314362 -0.00466043
internal_weight=0 4353 54 4299 224 114 110 4273 4241 55 88 4186 230 200 179 78 54 101 3956 120 54 66 3836 3808 68 3740 3709 45 3664 457
internal_count=4577 4353 54 4299 224 114 110 4273 4241 55 88 4186 230 200 179 78 54 101 3956 120 54 66 3836 3808 68 3740 3709 45 3664 457
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=1 2 25 7 3 26 1 1 16 1 13 7 7 13 28 29 14 18 15 22 25 13 13 8 2 14 28 14 8 8
split_gain=0.395629 4.01006 9.02694 3.37631 2.52671 1.54569 3.86779 3.40955 7.30831 3.89307 6.78197 2.76714 7.63043 4.33298 2.56298 3.88504 8.21488 7.83102 3.19948 2.26943 1.89062 1.78461 2.34023 2.60547 2.33729 3.07073 2.19189 2.49994 2.65364 2.78327
threshold=471.3578731953275 568.95088647213163 0.022174079836003033 1469.1684888567986 388.09291285476479 4.5000000000000009 460.07411448726765 443.87124125648512 302.67500000000007 418.96400605139161 83.958833225050611 677.74601039254424 578.45067813984144 120.99296386882726 2.5000000000000004 140.00000000000003 0.20040042199293781 1.4123412527029184 1459.2500000000002 -0.36914191930532209 -0.08816428451217094 66.264389871845665 71.993772418189351 350.79952531461714 248.79150373520272 0.12308533745779265 24.500000000000004 0.047847867217062266 557.93601774042963 698.1742048274308
decision_type=2 2 2 2 2 2 2 2 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 5 -3 7 11 9 -9 14 -11 12 21 -13 15 -1 17 -17 19 -16 -21 -7 -23 24 -24 -26 27 28 -25 -30
right_child=1 4 -4 -5 -6 6 -8 8 -10 10 -12 13 -14 -15 18 16 -18 -19 -20 20 -22 22 23 26 25 -27 -28 -29 29 -31
leaf_value=0.00052549177397608385 0.0067748330067843206 0.034275560249530136 -0.075357224247620813 0.036802443666741826 -0.00056661328749899726 0.028574801875278357 0.040398590845455024 0.020946391333233227 -0.051477370293516872 0.071879859529435638 0.00056031882762908936 -0.00091718612238764772 0.0522404128452763 -0.054181336505072453 0.026813805167164126 -0.10343681070487948 -0.0034376814288811551 -0.021508184288229263 -0.036746102525715044 -0.023412490542978049 0.0017661295693877873 -0.024608191481269331 -0.0302134768338874 -0.034241275099061788 0.032491176637510465 -0.0052221746000916114 -0.021977741803730962 0.015687586832408309 0.028078883875380545 -0.0072312532938443698
leaf_weight=158 32 21 23 26 2343 25 28 22 38 20 40 56 32 21 35 20 81 28 22 31 785 33 32 21 24 215 23 243 34 65
leaf_count=158 32 21 23 26 2343 25 28 22 38 20 40 56 32 21 35 20 81 28 22 31 785 33 32 21 24 215 23 243 34 65
internal_value=0 -0.000878135 -0.0275713 0.000984342 -0.000257102 0.000547536 0.00384783 -0.00164922 -0.024922 -0.000504661 0.0243335 0.00260581 0.00446635 -0.0154438 -0.00178939 -0.00998742 -0.0228637 -0.0556451 0.00090572 0.00187909 0.000809589 0.00232821 0.00137724 0.00268245 -0.00483325 -0.00143506 0.00795901 0.00985583 -0.00195347 0.00489546
internal_weight=0 2419 55 2158 2364 2132 852 1280 60 1220 60 824 747 77 1160 287 129 48 873 851 816 715 690 657 271 239 386 363 120 99
internal_count=4577 2419 55 2158 2364 2132 852 1280 60 1220 60 824 747 77 1160 287 129 48 873 851 816 715 690 657 271 239 386 363 120 99
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=24 24 24 29 0 0 0 20 12 8 0 28 0 20 20 18 0 18 18 8 16 3 3 24 20 0 18 20 18 8
split_gain=0.41437 4.4767 2.88687 2.72994 2.1522 6.11794 3.19149 2.62826 1.78312 1.59918 2.98797 2.0575 2.62947 2.27589 1.47443 7.3337 2.96293 3.26913 1.66965 1.85781 3.38231 2.62326 3.65652 2.84306 1.44881 1.42474 3.07297 2.79861 3.01329 1.61569
threshold=0.75588573870561349 0.76657895410057197 0.64782603199884481 185.00000000000003 599.24074074074088 512.39725020219112 728.90531801582483 2.1739195095951431 1621.4009431604736 925.92201661154741 214.99293875147234 8.5000000000000018 370.78244077057138 2.4258158413606741 2.0156613702445143 1.1646501719143976 835.26978256995199 1.0853598208022135 1.123218044793332 3116.0192307692309 689.17500000000007 1342.1570419913494 1311.9355427903376 0.84610527348671138 2.5952645658234625 710.72051148225489 1.1576105982685978 2.1607228477125937 1.3212828178165956 1596.8658895839396
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 14 5 9 8 -8 -6 -4 -11 13 -13 -12 15 16 -3 -18 -16 20 21 22 25 -23 -21 26 -20 -28 -29 -30
right_child=1 3 4 -5 6 -7 7 -9 -10 10 11 12 -14 -15 18 -17 17 -19 19 24 -22 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.00038941447383396933 -0.037577511414008981 0.030672552651510789 0.032836742448405579 -0.032332964827163295 0.02200656828780969 -0.043887423149620491 -0.024872288443148136 0.020121834346571485 0.05857619041344151 -0.025578829228878022 0.0012486775006566729 -0.016275570231179395 0.022742867926436088 0.043360649421811108 0.025350037304451692 -0.064753846731618978 0.014139068159072296 -0.040432813195955188 -0.037352405393030495 -0.0028053376513222858 0.039510488323867325 0.017505947516664216 0.046251393593847751 -0.022501628513400179 -0.038315955884754664 0.022776400949805976 -0.027504039708791034 0.01454911844432354 -0.018077222121480323 0.0027571949436589406
leaf_weight=3473 34 26 26 26 30 24 20 37 24 25 21 39 31 33 30 20 23 21 20 27 24 23 20 78 20 32 28 175 56 111
leaf_count=3473 34 26 26 26 30 24 20 37 24 25 21 39 31 33 30 20 23 21 20 27 24 23 20 78 20 32 28 175 56 111
internal_value=0 -0.00207688 0.000435909 -0.000488694 0.00968219 0.00345925 0.0208386 0.00433442 0.0382597 0.00995251 0.00595929 0.0123178 0.00100402 0.0269838 0.000639305 -0.0113498 0.00390851 -0.0119066 0.0023148 0.0011893 0.002773 0.00114925 0.00447179 -0.013391 -0.0179162 0.00249171 0.00082733 0.0028911 0.00537959 -0.0042292
internal_weight=0 794 3783 760 310 199 111 57 54 175 149 124 70 54 734 90 70 44 644 614 567 543 442 101 47 422 390 370 342 167
internal_count=4577 794 3783 760 310 199 111 57 54 175 149 124 70 54 734 90 70 44 644 614 567 543 442 101 47 422 390 370 342 167
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=14 16 8 28 16 16 16 20 20 23 20 14 9 10 9 24 20 25 14 28 10 25 9 16 10 16 10 5 26 5
split_gain=0.426306 1.39174 1.78288 1.38376 5.70231 3.51582 2.28546 1.10357 1.64412 2.35864 1.56266 2.27098 1.26152 1.27975 2.00535 1.98116 4.26252 1.39779 1.11731 3.43968 3.55978 3.58339 3.21227 4.26084 1.6614 1.46398 1.11114 1.28703 1.06449 1.71872
threshold=0.45890275681745246 736.50000000000011 512.84440666884609 19.500000000000004 547.65000000000009 439.50000000000006 512.72500000000002 1.2878097324743694 1.3553620118374112 -0.083930949270894034 1.3845048814401626 0.32753123140987511 56.051542570433959 62.08834057929456 85.594914314509495 -0.04059325978144316 1.7409704957618237 -0.08816428451217094 0.32753123140987511 13.500000000000002 283.4943108375046 -0.025747314870230315 198.14421486797912 428.65000000000003 116.3898249823509 924.50000000000011 56.135479570107357 86.364858512124826 3.5000000000000004 618.47973859695742
decision_type=2 2 2 2 2 2 2 2 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 5 -2 -5 -1 9 -9 11 -10 -12 15 -15 17 -17 -14 25 20 22 -22 23 24 -20 -16 27 -18 -21 -30
right_child=1 -3 -4 6 -6 -7 -8 8 10 -11 12 -13 13 14 18 16 26 -19 19 28 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.014045466524812412 0.0045354148903861647 -0.021244349364529957 0.029381638751537716 0.0084441898559982128 0.04301093610269683 -0.029965662846670432 -0.037676971388005076 0.0048692359589040286 -0.0051210601560094139 -0.035972171595260026 0.023995935704026902 0.039359284487242505 -0.0078875139355659481 0.02556649811565876 -0.00010898744305024538 -0.054831409268081194 0.019184027549446279 0.028598456528215185 0.0049012314164164393 -0.007367545836605132 -0.070558951385319243 -0.011414440420811021 0.021037918361616906 -0.054208644564178857 -0.028162543972333271 0.025202109875238462 -0.022906372908744289 -0.0083402038605597164 0.036780024085331847 -0.0013645074862454619
leaf_weight=53 225 22 27 22 35 34 21 26 22 31 21 24 21 30 3538 22 23 21 55 20 20 21 32 22 21 23 32 65 27 21
leaf_count=53 225 22 27 22 35 34 21 26 22 31 21 24 21 30 3538 22 23 21 55 20 20 21 32 22 21 23 32 65 27 21
internal_value=0 0.00318006 0.00465626 0.00267529 0.00512591 6.31588e-06 -0.0140801 -0.00029289 -0.000476538 -0.0173428 -0.000240964 0.0180861 -0.000449897 -0.00057779 -0.000186424 -0.00872416 -0.0143674 0.0103555 -0.000389737 -0.00700858 -0.0145737 -0.0402654 -0.00647094 -0.0154534 -0.00423481 5.44934e-05 -0.00694904 -0.00114637 0.0120155 0.0200918
internal_weight=0 386 364 337 294 259 43 4191 4138 57 4081 46 4035 4014 3830 184 142 42 3800 239 171 41 130 98 76 3561 120 88 68 48
internal_count=4577 386 364 337 294 259 43 4191 4138 57 4081 46 4035 4014 3830 184 142 42 3800 239 171 41 130 98 76 3561 120 88 68 48
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=0 0 13 2 15 1 1 2 15 15 15 10 15 27 1 2 2 1 10 4 25 23 24 29 10 0 1 25 25 2
split_gain=0.433943 2.63245 7.04249 2.59818 2.65498 2.4523 2.47644 3.82077 1.97861 1.92442 3.9311 2.02791 2.32162 2.05226 2.04204 1.83488 4.09763 3.53949 3.29086 2.33291 3.79024 2.85603 3.09261 2.80612 2.26927 1.87199 1.78029 1.5841 2.43808 1.51561
threshold=340.00385180829176 350.95851479839399 75.99998579969045 472.67396276050408 1233.2 830.6163710062965 414.62778934942457 552.37989778217036 1602.799999999999 1760.3999999999996 1670.3499999999997 104.01579916642437 1295.9500000000003 8.5000000000000018 443.87124125648512 487.08194703063629 446.90595872772207 294.31362996690132 69.563438773095996 351.48097201375566 0.079757582747188124 0.11086959059451448 0.054772156702839837 95.000000000000014 185.98774378242982 266.56243802238282 341.35270702466636 0.012895894799613497 -0.061916644451927121 541.96200908167054
decision_type=2 2 2 2 2 2 2 2 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 -5 6 8 -8 15 10 11 -9 14 -14 -13 16 -1 -17 -19 20 -20 22 26 -22 25 -18 -21 28 -27 -23
right_child=1 -3 3 4 -6 -7 7 9 -10 -11 -12 12 13 -15 -16 17 24 18 19 21 23 29 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00020865511730902846 -0.069935857448726893 -0.000217994789282243 -0.025558102220810692 0.038386220538190435 -0.012523212051019073 -0.031223460748467758 0.043390559800900522 0.033271295934294662 -0.029581161723895508 0.022016581513241613 -0.037861813442862553 0.008076195418834687 0.03503313934555851 -0.0055185680898527309 -0.034793773412704468 -0.042738006889820102 0.0275955298920567 -0.034180921545873086 -0.049469838752633055 -0.0099607700538454635 0.027420137280767615 0.0047539148317730946 0.048055994901806121 -0.023087426410479981 0.04448345035866455 -0.012483357097953559 0.020918105135476869 -0.019862197849737563 0.035758260999467564 -0.032403571027818892
leaf_weight=1107 20 2703 29 21 20 23 32 24 22 55 23 20 26 24 25 25 46 30 21 33 22 23 25 22 27 20 43 23 22 21
leaf_count=1107 20 2703 29 21 20 23 32 24 22 55 23 20 26 24 25 25 46 30 21 33 22 23 25 22 27 20 43 23 22 21
internal_value=0 -0.000778194 -0.0176028 -0.00265055 0.0135524 0.00121833 0.00164204 0.0113415 0.000192194 0.00613552 -1.55989e-05 0.00729922 0.000737848 0.0155683 -0.0157405 0.000625978 0.00223423 -0.00692976 -0.00319974 0.00122615 -0.0145161 0.00828302 0.0175463 0.00216636 0.0184828 0.0121584 0.00751017 0.0012336 0.0127861 -0.0129803
internal_weight=0 2793 90 70 41 1784 1761 229 1532 197 142 119 95 50 45 1510 1245 265 240 210 65 145 101 44 138 111 76 65 42 44
internal_count=4577 2793 90 70 41 1784 1761 229 1532 197 142 119 95 50 45 1510 1245 265 240 210 65 145 101 44 138 111 76 65 42 44
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=17 8 13 7 6 2 24 19 19 26 4 17 2 8 17 20 19 17 24 25 25 14 19 14 5 23 21 21 20 23
split_gain=0.481228 1.80613 3.20211 1.61585 3.76637 1.93269 1.84933 1.06444 1.26929 2.07087 1.01499 0.933313 2.25998 2.42151 1.54015 1.19136 0.88719 0.601039 1.64622 3.29339 2.03588 1.66575 5.58198 4.44505 11.0109 4.34204 3.87204 3.21322 3.23966 3.2071
threshold=1.7292834589150183 557.93601774042963 146.61250879662211 218.55647940985429 267.15096431319137 433.12488315128189 -0.021009610693273523 0.83104840291424709 0.3555817391229194 3.5000000000000004 527.66729945401096 1.6315567551813979 640.78764036496659 388.13200207814356 1.6098612612793646 1.7783840512910631 0.82020754589670442 1.2961144170586805 0.35058067638025886 0.23578847699919034 0.38048050056923516 0.10500220699972057 1.0163272581171026 0.060390039516071796 270.04647435897442 -0.17250420345192133 0.77681710016750538 0.91189857440460298 1.9304489159382261 -0.2042602850376363
decision_type=2 2 2 2 2 2 2 2 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 3 -3 5 -5 7 16 8 -2 -10 -6 14 13 15 17 -13 -7 -1 19 21 -20 22 23 -19 -25 29 -27 28 -28 -23
right_child=1 2 -4 4 10 6 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 18 20 -21 -22 25 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00037983600516607144 0.0046394489476889638 0.045184402361225624 -0.0080381301231682301 -0.04270681789001593 0.018524402499198914 0.016033970744216017 0.034477315471906751 0.017360944559028292 -0.033098455738614911 0.0042448539838746743 -0.011297141241707973 0.00047780745423948155 -0.0317418898048345 0.027177890325370043 0.020850346491871671 -0.027157229127792212 -0.011156556968178069 -0.00954469803434152 0.038574357330799107 -0.036336002522924293 -0.0020223837749411664 -0.0036567827864015037 0.012253463098495086 -0.0029202198982238772 -0.10246833631768824 -0.0064759978317195863 0.059871315702118656 0.0092087042128104115 0.009627805330923625 -0.036948230456222191
leaf_weight=3287 56 26 20 26 25 28 35 23 33 27 21 39 32 23 35 26 21 104 21 30 30 235 77 25 20 79 33 86 21 33
leaf_count=3287 56 26 20 26 25 28 35 23 33 27 21 39 32 23 35 26 21 104 21 30 30 235 77 25 20 79 33 86 21 33
internal_value=0 0.00361398 0.0220442 0.000740119 -0.0122848 0.00494548 0.0169211 -0.00229156 -0.00618818 -0.016294 0.00491022 -0.000290927 -0.00898419 -0.000708659 -3.74793e-05 -0.0105762 0.00438089 -0.00021662 -0.00268583 -0.00387879 0.0146939 -0.00251312 -0.00960843 -0.0209062 -0.0471638 0.000779562 0.011225 0.0212135 0.0403322 -0.0077561
internal_weight=0 341 46 295 72 223 84 139 116 60 46 4236 120 88 4116 65 49 4081 794 743 51 713 226 149 45 487 219 140 54 268
internal_count=4577 341 46 295 72 223 84 139 116 60 46 4236 120 88 4116 65 49 4081 794 743 51 713 226 149 45 487 219 140 54 268
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=24 9 18 13 0 0 9 13 22 22 21 22 18 18 26 13 21 20 25 13 22 22 1 24 23 29 23 9 13 21
split_gain=0.42465 0.994677 2.26416 0.544773 4.48444 4.1647 2.02793 0.769718 1.03014 0.79943 3.366 3.35401 3.17303 5.31515 4.06224 10.5229 4.12875 3.95255 2.72458 2.87807 2.36994 3.33609 4.35478 2.28636 3.58599 2.4064 2.32322 2.90201 2.5913 2.14733
threshold=-0.089883522621339737 109.76229545858673 1.2483406654116549 257.14161924469744 458.42241379310354 528.85173206983347 348.01716949744315 234.78129489624521 0.13927798097251579 0.082700908611684346 0.77681710016750538 0.021023204311545713 1.2366689369141326 1.4479639478038788 3.5000000000000004 113.70675901612117 0.53911018459659332 1.8618027344861587 0.011465783024230734 95.693584725632363 0.01394302231340276 0.0074036750647156991 424.50647707763397 -0.010562733780963054 0.077851459899299633 125.00000000000001 0.19615655578130795 331.68914191579057 113.99994891704129 0.76494424319615806
decision_type=2 2 2 2 2 2 2 2 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 7 -5 -6 -7 9 -9 11 29 20 17 14 16 -16 -14 18 -13 -20 21 -2 -23 -12 25 -25 27 28 -26 -11
right_child=3 -3 -4 4 5 6 -8 8 -10 10 23 12 13 -15 15 -17 -18 -19 19 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00025696099105784124 0.00030905875563976714 -0.0056698538828641176 0.042145982552319772 -0.035753146238211131 0.042470368969699614 -0.031465743676843967 0.011979207822254727 0.023858799611128148 -0.0034241131544113161 3.7084104115500332e-05 -0.015701282862573863 0.0074485223687120851 -0.051096005996932162 0.010546798584982753 -0.10250001669577931 -0.01192521894800252 -0.00036023074941147332 0.019738341677268983 -0.052921558779664341 -0.004937639154493809 0.020789749326218885 0.0083665983582084831 -0.050208456924495597 0.015999918486922979 0.027342881345086629 0.052185047645231381 0.014977391967989915 -0.035035357289016245 -0.020148106515407563 -0.029455465056002141
leaf_weight=34 1606 38 20 36 23 22 21 31 25 1974 29 35 23 42 23 29 53 59 25 25 54 22 30 40 27 34 127 25 20 25
leaf_count=34 1606 38 20 36 23 22 21 31 25 1974 29 35 23 42 23 29 53 59 25 25 54 22 30 40 27 34 127 25 20 25
internal_value=0 0.00672531 0.0154478 -0.000137955 -0.00736253 0.00812326 -0.0102484 3.01732e-05 0.0116789 -0.000120585 0.00115485 -0.00156914 -0.0110697 -0.0203216 -0.0304503 -0.0519871 -0.0157145 -0.000147358 -0.0139504 -0.0289296 0.000173368 -0.000498094 -0.0254267 0.010995 0.0138309 0.0326255 0.00684191 -0.00750817 0.00713395 -0.000331757
internal_weight=0 92 54 4485 102 66 43 4383 56 4327 2301 2026 314 170 128 52 76 144 85 50 1712 1658 52 302 273 74 199 72 47 1999
internal_count=4577 92 54 4485 102 66 43 4383 56 4327 2301 2026 314 170 128 52 76 144 85 50 1712 1658 52 302 273 74 199 72 47 1999
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=6 11 16 11 15 28 17 15 15 24 1 13 13 24 6 8 2 2 24 8 9 15 15 8 17 16 8 14 14 9
split_gain=0.394775 1.22476 2.52078 1.56359 1.19822 1.6167 1.51634 1.29575 1.10305 2.10573 1.81358 1.07963 1.4464 1.0228 0.988238 4.5142 0.82434 1.13089 0.722357 2.09591 4.383 10.4859 4.41477 3.889 3.30489 2.86697 3.3746 2.8706 4.2785 2.15956
threshold=129.11040886439375 91.434795562418714 254.50000000000003 86.701515151515153 432.57499999999987 6.5000000000000009 1.6315567551813979 502.50000000000006 337.50000000000006 0.82701033355469622 176.71525818009266 153.55690002559416 99.047431980212437 0.084341365266267052 138.33750790573615 658.35424844428496 198.24743334557439 222.18445163039164 -0.037218210768220218 522.25742070521756 243.03270171149146 945.60000000000002 792.75000000000011 536.74210966613441 1.1270784801305658 390.20000000000005 454.03201313095832 0.072495043521183952 0.12955910051647437 158.31918370091449
decision_type=2 2 2 2 2 2 2 2 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 4 5 6 13 -6 -3 10 -10 12 -9 -1 15 -2 -16 -18 -19 20 25 22 24 -21 -22 26 -20 -27 -29 -25
right_child=14 2 -4 -5 7 -7 -8 11 9 -11 -12 -13 -14 -15 16 -17 17 18 19 23 21 -23 -24 29 -26 27 -28 28 -30 -31
leaf_value=0.013292688446119428 0.0046900048758834606 0.019124751507833201 0.040707703080514204 -0.021371457395567138 0.03270154524594545 0.0078871496619462075 -0.027157140802592041 0.015476237024025372 0.0074789513434682575 0.023011490628123285 -0.026888345050461157 0.019379915483295918 -0.016397320606878828 -0.01503584350530918 -0.01820273309201002 -0.049667627736926082 0.022122852309890417 0.0035034829410052256 -0.00034765407385682498 0.036417550221085553 0.0076067080689144542 -0.071661760675488045 0.026920244151100132 0.012510137690012069 -0.035320968799134517 -0.040463836863636971 0.027951741152113147 0.034125512821430511 -0.013815755755756021 -0.00040992688740990594
leaf_weight=25 50 37 23 33 20 67 40 24 28 25 34 32 35 26 25 22 23 485 345 30 29 32 29 136 47 30 48 22 121 2654
leaf_count=25 50 37 23 33 20 67 40 24 28 25 34 32 35 26 25 22 23 485 345 30 29 32 29 136 47 30 48 22 121 2654
internal_value=0 0.00281599 0.010302 -0.00082784 0.00169238 -0.00390165 -0.0125813 0.00965506 0.00466218 -0.00148857 -0.0113676 0.0045899 -0.00343181 -0.00114931 -0.000306293 -0.0119193 -0.000100146 1.21252e-05 -0.000114758 -0.000612869 -0.00549801 -0.0215473 -0.00627432 0.00060495 -0.0189407 -0.00161328 0.00310876 -0.0123402 -0.00644018 0.000219868
internal_weight=0 449 147 302 269 158 91 111 124 87 62 91 59 51 4128 72 4056 4031 4008 3523 703 137 105 2820 76 566 393 173 143 2790
internal_count=4577 449 147 302 269 158 91 111 124 87 62 91 59 51 4128 72 4056 4031 4008 3523 703 137 105 2820 76 566 393 173 143 2790
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=1 1 0 1 17 1 19 17 20 2 1 15 21 0 15 2 19 25 25 0 25 15 0 0 0 0 0 27 17 0
split_gain=0.400383 1.2421 2.85213 1.94617 5.33164 1.65575 4.82099 1.92262 1.90494 1.32932 3.04982 2.28377 1.40505 1.22831 1.1932 1.93806 2.72339 1.07205 1.28614 0.995028 5.56884 5.48623 1.90069 1.78446 1.54487 1.43776 4.21947 3.44155 3.98422 4.47213
threshold=1291.7626262626266 1136.7278617042045 536.16516808799918 1107.0309028259619 0.99459965226948677 1235.7323451980494 1.1930298000287982 0.99837170375763895 2.1607228477125937 1302.6567351721376 1077.6425186038273 2474.1999999999989 0.46159420682975683 1067.7522991424059 3412.9999999999995 1525.0731718514712 1.0163272581171026 0.82161333955376237 0.86273174376635964 893.16749680715213 -0.031678170416033928 2083.0499999999997 857.49130843316902 835.26978256995199 793.54325889164613 701.99276201505506 686.02040816326542 7.5000000000000009 1.0825361171883643 742.99817539388334
decision_type=2 2 2 2 2 2 2 2 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 9 -5 6 8 -7 -4 10 19 -11 -13 17 15 -15 -17 -2 -19 22 -21 -22 23 24 25 26 -1 28 29 -27
right_child=13 2 5 4 -6 7 -8 -9 -10 11 -12 12 -14 14 -16 16 -18 18 -20 20 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00012056426723055276 0.02697175501712731 -0.038372823071700563 -0.011631197780370714 0.051259776777946034 -0.0134185514356941 0.023321717100119904 -0.039717847915987176 -0.014983145464211704 0.027029443267159739 0.037797536008059983 -0.032647900501715725 0.01590591026842594 -0.019654575837776064 -0.017387077164265418 -0.021122006849887281 -0.011647824570536614 0.030583796529351056 -0.015451792217791081 0.017511334411542994 0.02452607207859938 -0.072404010584577919 -0.00079094653382249516 0.030853740284219385 -0.029846350038424136 0.017565362374298274 -0.028095787670463324 0.026615859021743141 0.017536455839872362 -0.041207085138316765 0.012706554516936181
leaf_weight=3640 35 27 25 26 25 38 36 20 26 25 29 25 20 31 26 26 37 20 29 26 20 23 20 20 50 48 60 40 43 61
leaf_count=3640 35 27 25 26 25 38 36 20 26 25 29 25 20 31 26 26 37 20 29 26 20 23 20 20 50 48 60 40 43 61
internal_value=0 -0.00020201 -0.00853117 0.000139008 0.0195547 -0.00297445 -0.0116995 0.0101131 0.00807815 -9.95951e-05 -0.000334023 0.0135642 0.00010125 0.00433034 -0.00216179 0.00308253 0.0131549 0.0136048 0.004057 -0.000102697 -0.0120086 -0.0340993 0.000103609 -5.16168e-05 9.95488e-05 -0.000124832 0.000312999 -0.00856221 -0.0154303 -0.00526145
internal_weight=0 4373 172 4201 51 145 87 58 51 4150 4080 70 45 204 120 94 63 84 49 4051 69 43 3982 3962 3942 3892 3700 192 152 109
internal_count=4577 4373 172 4201 51 145 87 58 51 4150 4080 70 45 204 120 94 63 84 49 4051 69 43 3982 3962 3942 3892 3700 192 152 109
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=20 20 3 21 14 3 28 20 28 27 28 3 3 20 2 20 1 6 7 23 21 2 3 7 23 23 27 20 20 2
split_gain=0.395596 1.95716 5.206 5.21365 3.81629 2.429 2.07524 1.31536 2.88189 3.27363 3.29977 3.88995 5.23594 3.09358 3.02652 2.75606 2.22475 1.91842 1.90395 1.57251 1.13083 5.1199 2.29226 4.29924 2.58833 3.99288 1.75829 1.15315 1.08917 1.06307
threshold=3.7165071886661165 4.0824391750834392 622.07468056598134 0.43906712892139799 0.03911951420258316 454.51847253678653 11.500000000000002 3.1361574426841083 22.500000000000004 7.5000000000000009 3.5000000000000004 633.9692577174427 821.41324217058684 3.4285365644254315 487.08194703063629 3.4285365644254315 568.08165150655907 158.83904491440725 731.46729410165915 0.46065106146722112 0.61522147418758133 343.42446412320351 454.51847253678653 661.37149494163475 0.64026379148612644 0.55439115640705883 9.5000000000000018 4.9903275829586766 3.0989830488205299 308.90714763302236
decision_type=2 2 2 2 2 2 2 2 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 -2 5 -5 -4 28 9 10 19 15 -13 16 -15 18 17 -11 -12 -9 22 29 23 26 25 -24 27 -3 -1 -22
right_child=1 20 6 4 -6 -7 -8 8 -10 13 11 12 -14 14 -16 -17 -18 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-8.7244429143779479e-05 -0.058670462393201887 0.030389702482329264 -0.004999669136479497 -0.050189361512660985 0.014686623764120872 -0.0076548087699659945 0.035352075028304869 -0.0034147170341938086 0.032516132078662115 -0.032827653629439221 -0.001240671344919864 -0.075435802014544612 -0.0089266779272544113 0.05858607505261898 0.012752038300009995 -0.022340391576290131 0.029800392715260388 0.0060701586800860248 0.037860905043780806 0.031598727816137775 -0.0014709563373967454 -0.040828391648668416 0.0085924412334157565 -0.040957571711877118 -0.0074541702711333827 0.063583895078171859 -0.0159715492003174 0.0021218160796841537 -0.018066278461500426 0.027785396081921848
leaf_weight=3753 30 31 25 25 36 29 26 23 37 21 33 20 29 25 34 36 20 32 20 29 27 29 31 23 24 23 22 27 34 23
leaf_count=3753 30 31 25 25 36 29 26 23 37 21 33 20 29 25 34 36 20 32 20 29 27 29 31 23 24 23 22 27 34 23
internal_value=0 -0.00288345 -0.0111927 -0.0225677 -0.0105334 -0.0273467 0.0155718 0.00029975 0.00608481 0.00304767 -0.00535654 -0.0134461 -0.0360733 0.0151446 0.0321732 -0.000988519 0.00138181 -0.00934218 0.0135146 0.016112 0.00258151 -0.00740095 0.00693849 -0.00285464 0.0198705 0.0320147 0.00809995 0.0172305 -0.000248662 0.011987
internal_weight=0 431 171 120 90 54 51 4146 359 322 190 138 49 132 59 89 73 53 53 52 260 79 181 103 78 54 80 58 3787 50
internal_count=4577 431 171 120 90 54 51 4146 359 322 190 138 49 132 59 89 73 53 53 52 260 79 181 103 78 54 80 58 3787 50
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=19 19 10 19 26 25 8 25 8 3 3 3 14 19 8 3 15 19 15 14 25 26 0 28 28 22 19 22 26 13
split_gain=0.412514 5.11459 3.45245 2.91547 1.88206 1.74788 3.08379 2.63445 1.75162 3.70083 2.85458 2.99041 2.23766 13.0081 5.5488 4.13679 2.89959 2.8382 4.25786 11.4696 2.67505 3.35138 2.53388 2.47721 2.75616 4.21619 2.44544 2.1515 1.95235 1.74087
threshold=1.1201294209668977 1.1138048198905184 162.3159601296986 1.1258976003822327 42.500000000000007 0.73612605187698599 3544.7500000000005 0.6666859834822435 3314.0075757575764 1150.6543166032097 1058.7958982335617 939.28804152051009 0.011092010916825655 1.0799207799616146 1172.1397435897436 600.86378195608984 1313.6000000000001 1.0619041781027454 1655.8999999999999 0.044756971299396174 0.28152537285016782 11.500000000000002 664.90287244401179 2.5000000000000004 16.500000000000004 -0.075026395199971521 1.0027759838753783 0.14970990859928532 6.5000000000000009 83.996489850846714
decision_type=2 2 2 2 2 2 2 2 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 -5 7 -7 8 9 10 11 12 13 16 17 -16 27 18 -14 -20 21 23 -17 -19 25 -25 -18 -1 -13 -27
right_child=3 2 -4 4 -6 6 -8 -9 -10 -11 -12 28 14 -15 15 22 26 20 19 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=-0.035850819686184761 -0.029171397055809695 0.061864002641629091 0.01040348549358896 -0.00022112930396064003 -0.031032310395967218 0.025568070521738047 -0.011056401271905219 -0.02615177042018145 0.021074680981632229 -0.034607148807375664 0.027729206129505829 -0.035985792330221131 -0.00046060094963778532 -0.070091447035471599 0.066885496899485586 -0.0080811576572833235 -0.0029278027307656079 -0.023487737293665611 -0.084756980712215102 0.021056373827159407 0.046040377905592324 0.044032204252752394 0.034854003560862372 0.046353617423411569 -0.014513675901233345 0.018611266576395981 0.037936853570863606 0.007891486779871313 0.0026141413114964965 -0.016346453163506729
leaf_weight=23 36 22 32 2268 20 67 35 39 39 31 37 38 1444 30 20 27 27 30 21 20 20 22 28 33 37 29 32 22 20 28
leaf_count=23 36 22 32 2268 20 67 35 39 39 31 37 38 1444 30 20 27 27 30 21 20 20 22 28 33 37 29 32 22 20 28
internal_value=0 0.000964198 0.0313689 -0.000934741 -0.000490458 0.000217562 0.0130008 -0.000404229 8.36981e-05 -0.000321774 0.000212857 -0.000308981 0.000376311 -0.0120804 0.00132526 0.0279391 0.00465358 0.000139962 -0.00136288 -0.0331407 0.0113546 0.00747914 0.0137767 0.00235705 0.00846212 0.0179077 0.0192361 -0.0144657 -0.0226755 0.00143905
internal_weight=0 2253 54 2324 2288 2199 102 2097 2058 2019 1988 1951 1893 134 1759 75 104 1684 1485 41 199 179 55 157 127 90 59 45 58 57
internal_count=4577 2253 54 2324 2288 2199 102 2097 2058 2019 1988 1951 1893 134 1759 75 104 1684 1485 41 199 179 55 157 127 90 59 45 58 57
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=17 0 28 17 15 6 0 23 29 28 23 10 22 8 6 23 13 12 22 28 28 15 15 23 23 25 15 23 23 25
split_gain=0.39513 4.95973 1.90484 1.76863 1.87175 2.70615 2.41412 4.83832 2.00804 1.42821 0.928501 1.94636 0.835766 3.29052 2.04377 0.829909 1.44257 1.12628 1.09825 1.8528 0.72095 0.659486 3.05071 3.58339 1.86119 3.77116 1.15984 3.13919 2.66667 1.8853
threshold=1.7292834589150183 475.67495029821083 19.500000000000004 1.7689125244986748 562.50000000000011 267.15096431319137 318.58333333333343 -0.33326312256492241 200.00000000000003 2.5000000000000004 -0.16682575013498999 37.325189700253389 -0.38418302028080559 268.81180718541259 129.11040886439375 -0.35343013740897961 97.485082253797273 1058.0760346382958 -0.29603737744214009 7.5000000000000009 25.500000000000004 337.50000000000006 393.50000000000006 -0.065640136296095206 0.025656930954151471 -0.081453616424926503 540.50000000000011 0.017379214675299872 -0.015803274700725661 -0.072886120433360027
decision_type=2 2 2 2 2 2 2 2 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 2 3 -2 8 6 7 -6 -5 -10 -11 -12 13 14 -1 16 17 -14 19 -17 -4 24 23 -23 25 -20 27 28 29 -24
right_child=1 -3 20 4 5 -7 -8 -9 9 10 11 -13 15 -15 -16 18 -18 -19 21 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.025481423162008549 0.02197194805619522 0.049198347067629752 0.033817325253039598 0.030735092660920189 -0.00080774582245133134 0.0072760312931566713 -0.0025774510711375062 -0.061727470499681664 -0.023908057087101045 0.02035377883973221 -0.025326641056808121 0.013067433781801694 0.013444774927875887 -0.045432528089731937 -0.014371620666896623 -0.033436511499950521 0.028839494301765051 -0.018119897767901422 0.051407888415269554 0.005527338466566542 0.0072883897427389113 -0.0065012550012010055 -0.018834786439935369 -0.052820131619987276 -0.017743668938055634 0.0038401039931923149 -0.00042016712645496417 0.024778477979682224 -0.030403788879513741 0.0083801773939436927
leaf_weight=22 26 22 20 22 22 41 33 32 24 24 23 31 26 20 31 26 27 20 20 23 21 61 30 23 26 100 3519 69 25 168
leaf_count=22 26 22 20 22 22 41 33 32 24 24 23 31 26 20 31 26 27 20 20 23 21 61 30 23 26 100 3519 69 25 168
internal_value=0 0.00327477 0.000107625 -0.00285997 -0.00542199 -0.0139046 -0.0238863 -0.0369083 0.00333425 -0.00257574 0.00398806 -0.0032856 -0.00026362 -0.010871 0.00217115 -7.76162e-05 0.0104909 -0.000278996 -0.000266247 -0.0151474 0.0202293 -8.58026e-05 -0.000333135 -0.0191838 0.00651255 0.0117681 8.23612e-05 0.00613852 0.000370993 0.0042567
internal_weight=0 341 319 278 252 128 87 54 124 102 78 54 4236 73 53 4163 73 46 4090 49 41 4041 3895 84 146 120 3811 292 223 198
internal_count=4577 341 319 278 252 128 87 54 124 102 78 54 4236 73 53 4163 73 46 4090 49 41 4041 3895 84 146 120 3811 292 223 198
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=24 24 23 17 15 14 14 15 19 29 28 8 16 14 14 16 14 10 21 21 23 21 8 20 20 11 17 20 20 20
split_gain=0.433651 3.37637 2.62089 5.05614 3.18132 2.20023 1.67235 2.1217 2.27786 1.97244 1.86705 2.30312 1.5895 1.56729 1.33565 1.66541 1.32973 0.920701 2.20704 2.38316 2.48807 1.8283 1.89163 1.58874 3.07581 2.63321 2.17636 1.63004 3.4009 3.37896
threshold=0.75588573870561349 0.76657895410057197 0.66246980008789091 0.99567952030738183 2474.1999999999989 0.0091731112433075575 0.00057248836476887018 2825.2000000000003 1.3348748054735018 85.000000000000014 8.5000000000000018 1816.0243243243247 262.85000000000008 0.00047707363730739176 0.00031009786424980465 141.27500000000003 0.00028624418238443509 158.92949830102933 0.63634631544824016 0.53605240500341167 0.71232957723042645 0.50432069426319881 2870.6942959001785 2.4884771502216099 2.6589782216802589 170.06696227265897 0.96899570424329518 2.1563466726641729 2.2658137122602198 2.3709303415680685
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 12 6 13 8 9 -8 -10 -12 -5 14 16 -16 17 23 19 21 -21 22 -19 27 26 -26 -25 -3 -29 -30
right_child=1 5 3 4 -6 -7 7 -9 10 -11 11 -13 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=1.2219497650958338e-05 -0.03295527518014698 -0.0094559991043316194 0.046400833502411844 -0.0373193945363164 0.029322755976539591 -0.026409001683350655 0.011455080687999726 -0.01900696320967241 -0.01671054053253361 0.051178534150123606 -0.0013194538070820272 0.041938860761001708 0.0020716247991437002 -0.025156198461939186 -0.0058962073099489013 0.029191498294652951 -0.025507552083581686 -0.0040579642938530962 -0.021027560121026533 0.0032065062131732703 0.051433082718564116 -0.020309325188783738 0.027317916522874977 -0.058853671360993759 0.0086653058354162673 -0.033147136345505715 -0.014596153032034638 0.044829705560749229 -0.028734816960059108 0.017135806086783608
leaf_weight=3683 34 73 36 20 23 32 25 22 28 25 32 20 21 28 24 31 24 46 29 20 23 29 33 20 61 20 25 22 26 42
leaf_count=3683 34 73 36 20 23 32 25 22 28 25 32 20 21 28 24 31 24 46 29 20 23 29 33 20 61 20 25 22 26 42
internal_value=0 -0.00212465 0.000445936 0.0164197 -0.000444693 -0.000745388 0.000382683 0.00971281 0.0145731 0.0313168 0.00410824 0.0153184 -0.0171435 -0.00207943 -0.000900328 0.0138805 -0.0025493 -0.00137447 0.0042397 0.00909235 0.0290021 0.00116532 0.00904842 -0.00487118 -0.0133043 -0.00165875 -0.0342662 0.00164763 0.0106539 -0.000402962
internal_weight=0 794 3783 100 64 760 728 152 130 50 80 52 41 576 548 55 493 469 180 151 43 108 79 289 126 81 45 163 90 68
internal_count=4577 794 3783 100 64 760 728 152 130 50 80 52 41 576 548 55 493 469 180 151 43 108 79 289 126 81 45 163 90 68
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=6 16 16 6 9 9 12 18 3 23 12 10 7 2 9 10 10 10 0 12 15 23 6 19 8 22 16 8 8 19
split_gain=0.358975 2.5198 2.15373 1.83909 1.82083 3.19739 2.50359 2.3505 3.41205 2.28899 2.08295 7.15605 2.56393 2.01669 1.97126 3.25574 4.68082 3.06203 4.0607 3.32515 2.06763 3.77786 1.95271 3.11425 2.44694 3.2512 4.39863 2.01551 1.87659 7.17703
threshold=322.06265302600508 128.12500000000003 156.50000000000003 364.42776000863722 296.85277283625959 281.0959701212945 1330.4693284422337 1.3262090569730798 1248.5177759070452 -0.015803274700725661 694.66586109217769 297.91633334460499 1579.4665066547589 644.22111441555728 196.05430136511544 116.3898249823509 128.48258403647137 179.10382892491472 381.29114595442928 1824.9044776427625 1887.5999999999997 0.013989377485217681 443.45783054696409 1.0099982663333185 1561.9696969696972 0.19009635452552506 533.25000000000011 2581.7492668621703 445.70197337012235 0.84628060239663638
decision_type=2 2 2 2 2 2 2 2 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 8 -4 -7 11 -6 13 -13 15 20 -17 22 -19 -20 21 28 23 -16 -24 -26 -27 -28 -8 -30
right_child=1 2 4 -5 10 9 14 -9 -10 -11 -12 12 -14 -15 17 16 -18 18 19 -21 -22 -23 24 -25 25 26 27 -29 29 -31
leaf_value=-0.00080401938053520957 0.046140622124075895 -0.025766411099222397 0.058013957601040604 0.0085029371825323715 -0.065896583450111484 0.0099880713462230895 0.0051967841492574895 0.0055542268991094395 0.0067446641417013278 0.053092000023885214 -0.00044827642850038378 -0.0068294336497783659 -0.025688542230744606 0.034200981307936751 0.0421385719627142 -0.049440878761831571 0.0023617887813033481 0.019753297836192559 -0.055616274420171974 -0.0086303165823709768 -0.023286121222190561 0.030852927685510824 -0.0196932936688104 0.0026781748100701309 0.047358056902885443 0.042315075546503073 -0.030333267801023762 0.0098058121702210479 0.023559105076960157 -0.05504133232797568
leaf_weight=2509 20 31 25 37 22 28 81 109 27 22 1079 25 27 23 45 37 33 37 20 61 32 41 31 36 21 20 29 22 21 26
leaf_count=2509 20 31 25 37 22 28 81 109 27 22 1079 25 27 23 45 37 33 37 20 61 32 41 31 36 21 20 29 22 21 26
internal_value=0 0.000975476 0.000387799 0.0217091 0.000797284 0.00446485 0.00284092 0.0138998 0.0313934 0.0289538 -0.00171014 -0.0157467 -0.00103605 0.012831 -0.000161576 -0.00644632 -0.0250196 0.00512776 -0.00769409 -0.0202318 2.19912e-05 0.00443536 0.0125443 0.0246006 0.00460481 0.0127922 0.00256852 -0.0130184 -0.00402651 -0.019922
internal_weight=0 2068 2011 57 1980 804 754 161 52 50 1176 97 75 48 593 271 70 322 118 81 201 169 204 81 123 92 71 51 128 47
internal_count=4577 2068 2011 57 1980 804 754 161 52 50 1176 97 75 48 593 271 70 322 118 81 201 169 204 81 123 92 71 51 128 47
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=14 21 18 21 9 18 14 21 21 21 21 4 22 17 1 14 17 22 14 22 29 9 22 1 22 6 17 22 22 22
split_gain=0.413198 1.75111 3.74467 3.10871 3.80658 3.09124 5.30457 3.00317 2.95729 3.41678 6.21659 2.4708 2.57067 2.40035 2.38377 3.51419 3.51349 1.56933 3.24127 4.82281 3.64809 3.1537 2.83063 2.20857 2.06309 2.05966 1.66358 1.41405 4.35532 3.40371
threshold=0.00064404941036497892 0.53605240500341167 1.4364775854680309 0.55336568065594005 251.02141070053889 1.2366689369141326 0.00028624418238443509 0.52946796769957316 0.6344447648741155 0.70099180290277718 0.74578782782752695 636.2174850448655 0.2701430158286357 0.89350206696498569 1045.3327916166952 7.1561045596108772e-05 0.93805230418670094 0.32888994608368466 0.010258138429346149 0.38193066173941215 70.500000000000014 216.01287553648072 0.3176112278958062 397.35971441588214 0.37134036001596271 229.60882352941181 0.83532171047490589 0.23837520826054961 0.2579355246264553 0.2107625804249228
decision_type=2 2 2 2 2 2 2 2 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 -3 6 14 11 -7 -10 -11 -1 -13 -12 16 -16 -5 22 20 -20 -19 23 26 -22 -23 -26 -2 29 -29 -28
right_child=17 3 -4 5 -6 8 -8 -9 9 10 13 12 -14 -15 15 -17 -18 18 19 -21 21 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.00055678999041444634 -0.024972234300086993 -0.0030983035064612828 -0.048633147380314767 -0.014084043562412264 0.051636712832583323 0.024779412503451555 -0.053377085208892831 -0.039461353040583763 -0.032034082837136733 0.054200774393129085 -0.028750802550850243 -0.0029625235088169576 -0.051062438152730462 0.0090353809623047714 -0.037425845414400104 0.0070738087770425622 0.037493249747369971 0.039323728119439266 0.010497166566989001 -0.051388870216906073 0.0045278934389352803 -0.030373528202956853 -0.027955684102036887 0.050960489007688708 -0.016984078525142235 0.024589777064438052 0.00047634701906740695 0.021688446007684117 -0.00036766326456899703 -0.013777455620420574
leaf_weight=349 26 24 20 25 27 67 25 23 28 22 29 25 20 40 35 36 28 47 34 20 20 24 36 21 22 26 2848 123 329 178
leaf_count=349 26 24 20 25 27 67 25 23 28 22 29 25 20 40 35 36 28 47 34 20 20 24 36 21 22 26 2848 123 329 178
internal_value=0 -0.00202925 -0.00636445 0.00287874 0.0258791 -0.000622804 -0.0113555 -0.00433718 0.00797487 -0.00148652 0.00791274 -0.00228678 -0.0243403 -0.00684577 -0.00288337 -0.0148626 0.0131643 0.000444878 0.0087607 -0.0124236 0.0159104 0.00617211 -5.78293e-05 0.0283104 -0.00643445 0.00553509 0.000228792 0.000417184 0.00563433 -0.000362112
internal_weight=0 823 437 386 51 335 149 417 186 119 91 394 45 69 124 71 53 3754 214 54 160 113 3540 41 72 48 3504 3478 452 3026
internal_count=4577 823 437 386 51 335 149 417 186 119 91 394 45 69 124 71 53 3754 214 54 160 113 3540 41 72 48 3504 3478 452 3026
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=16 25 26 8 22 16 20 17 28 11 4 29 28 16 26 4 20 8 0 11 11 29 8 0 8 20 7 20 4 8
split_gain=0.402357 2.25734 2.0045 1.7545 1.71148 1.49108 2.09533 2.52541 1.16501 0.806999 0.849291 3.75696 2.9312 2.69784 3.28283 1.98063 1.17533 1.16881 2.50911 4.46327 0.924514 0.813367 0.575225 3.69733 1.62109 3.02169 1.85522 4.043 4.30355 1.82917
threshold=791.50000000000011 -0.030832089021953092 6.5000000000000009 954.89375000000007 0.18007881311627943 736.50000000000011 2.1782264430372202 1.0312975058050042 13.500000000000002 1250.3587304205782 1000.4566052520929 185.00000000000003 9.5000000000000018 529.07500000000016 3.5000000000000004 957.98363307108059 1.5748075910422352 2363.6250000000005 594.60009561099992 891.42004904659439 737.04277788627257 10.500000000000002 3544.7500000000005 1206.8333333333335 3028.6750000000006 2.1212295670465111 2256.8824292932054 2.2264540982268857 280.78401892652329 3116.0192307692309
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 9 7 -7 -9 10 15 13 -13 14 -12 21 -17 18 -15 -20 -19 -1 24 -24 26 -26 -23 -28 -29 -27
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 11 12 -14 17 -16 16 -18 20 19 -21 -22 22 23 -25 25 29 27 28 -30 -31
leaf_value=0.016815401639403968 -0.016730232222118613 0.046186503479700713 -0.013206607333960988 -0.0073516171745723119 0.030413839562485619 -0.046387392878532413 0.015879658914636822 0.0077198892720043658 -0.023832493766464971 -0.015712138083108586 -0.0023120730238802294 0.05836956226901914 0.0054737478680908684 0.0088482510976736328 0.046604739097149482 -0.0050916415639221668 -0.039374753334559504 -0.012234310632837671 -0.066621025530621422 -0.002028566987618156 0.016496483228790264 0.00021091024534073099 -0.039809163505940333 0.015746841207146645 0.045586841570382772 0.026207635899924715 -0.043541095477919428 -0.020178712133318188 0.025541041061681299 -0.0082085836567281894
leaf_weight=29 33 21 21 24 24 25 20 25 22 32 34 22 20 23 23 20 20 21 20 23 24 3795 23 25 22 23 31 50 35 47
leaf_count=29 33 21 21 24 24 25 20 25 22 32 34 22 20 23 23 20 20 21 20 23 24 3795 23 25 22 23 31 50 35 47
internal_value=0 0.00564206 0.0138452 0.0220784 0.0115311 -0.000155809 -0.0127544 -0.0207084 -0.00704931 0.000109912 0.000226842 0.00643015 0.0331811 -0.000257584 0.0174263 -8.93464e-05 -0.0222332 -0.00933849 -0.0178116 -0.0320716 0.00308878 0.00012775 8.28789e-06 -0.0108737 0.000138774 0.0132596 -0.000169872 -0.0126274 -0.00135293 0.0030996
internal_weight=0 123 90 69 48 4454 92 72 47 4362 4330 210 42 168 57 4120 40 111 66 43 45 4080 4051 48 4003 92 3911 116 85 70
internal_count=4577 123 90 69 48 4454 92 72 47 4362 4330 210 42 168 57 4120 40 111 66 43 45 4080 4051 48 4003 92 3911 116 85 70
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=2 10 25 18 25 25 23 25 22 3 17 16 7 16 20 24 2 8 12 13 2 22 14 3 25 21 25 14 3 24
split_gain=0.427962 1.85855 0.778275 1.92313 0.744966 1.13584 0.703918 0.694824 1.69652 1.69778 1.90369 1.78477 2.29461 1.70526 2.05237 1.54179 3.43519 3.32895 1.655 1.28084 5.62808 2.50455 2.44048 2.32534 1.65513 3.01651 4.49741 2.96965 2.72887 2.28385
threshold=1719.7745773564684 502.91426672243307 0.87043951813999809 1.1427801498988583 0.8551005385516478 0.84565289111015673 0.84097810138622053 0.79745758736467509 0.20956691401788299 1282.9527848227276 0.97780413564631685 410.75000000000006 2185.6064450201088 139.05000000000004 2.7441229209396441 0.81664051700669715 1280.7946656760639 2719.1504329004333 1968.9050030369638 64.945595489781553 586.00984332947678 0.26848652337903489 0.030806826002262897 486.10774764098579 0.023977401342859816 0.70739005004767352 0.51761201379262534 0.038210629351599412 223.85078194313937 0.018201844704443259
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 -4 5 7 -2 15 -9 11 -11 13 -13 -10 -15 19 17 -17 -18 20 23 22 -22 24 29 26 -26 -27 -29 -1
right_child=1 -3 3 -5 -6 -7 -8 8 9 10 -12 12 -14 14 -16 16 18 -19 -20 -21 21 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.0054667629602858257 0.0075133183738216765 -0.017866195117433866 0.0057152065435527935 -0.027203896450144906 0.016918138276713974 -0.017048841409343415 0.03044856254051885 0.028012274668134492 0.018943954152329006 -0.030949615038655422 0.0018885144342978796 0.049537111641395661 0.0022086968924850225 -0.032378393605999325 0.0065351620570502497 -0.01197993555802432 0.027559353525672733 -0.060117380917072298 -0.0082268716567861187 -0.00037471771671751617 0.00046924466973748699 0.061140520572662352 0.045231689477250696 -0.02620933556754608 -0.045206869877874853 0.054694632457738569 0.010592676014997639 0.035072786392993292 -0.017165824722032996 -0.034823746699839835
leaf_weight=34 32 21 36 35 26 39 23 29 34 27 51 21 20 23 33 51 24 20 28 3710 29 20 21 32 20 22 52 20 20 24
leaf_count=34 32 21 36 35 26 39 23 29 34 27 51 21 20 23 33 51 24 20 28 3710 29 20 21 32 20 22 52 20 20 24
internal_value=0 0.00744149 -0.000125651 -0.0105125 4.08207e-05 -5.88183e-05 0.0171044 9.29825e-05 0.00534679 0.00220182 -0.00947853 0.00915653 0.0264501 0.00127835 -0.00944719 -0.000209999 -0.0112378 -0.0255398 0.00828985 0.000128768 0.00648227 0.0312326 0.0192695 -0.00125221 0.00290731 0.00901569 -0.0049072 0.0251842 0.00895348 -0.0112052
internal_weight=0 76 4501 71 4430 4404 55 4365 238 209 78 131 41 90 56 4127 123 71 52 4004 294 70 50 224 192 134 72 62 40 58
internal_count=4577 76 4501 71 4430 4404 55 4365 238 209 78 131 41 90 56 4127 123 71 52 4004 294 70 50 224 192 134 72 62 40 58
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=5 13 11 21 0 2 17 2 0 28 15 15 10 25 10 12 25 23 17 23 12 9 10 0 21 15 28 11 15 23
split_gain=0.419159 1.06053 0.9355 2.42529 1.11899 0.714849 0.877062 0.817881 2.65418 0.694812 0.56725 1.26612 0.829351 1.31649 0.815994 1.37822 1.64902 2.8275 1.09844 1.49262 1.09315 1.01731 1.36455 1.23001 1.15175 0.916129 5.79658 0.780921 0.744056 2.53908
threshold=46.493860534409855 147.38109026379837 54.27283436985585 0.61841338436542881 835.26978256995199 177.31816780376198 1.2824875048089763 198.24743334557439 144.87817199248124 6.5000000000000009 337.50000000000006 317.50000000000006 73.402810650887588 -0.066558280459801167 62.08834057929456 1664.3161748669995 -0.083670537298310435 -0.16371820012213503 1.7469171750700407 -0.12230671976385347 580.88648376551305 94.845083804846823 69.563438773095996 203.53104820875723 1.0996133899393135 393.50000000000006 6.5000000000000009 113.76016240035649 522.44999999999993 0.017379214675299872
decision_type=2 2 2 2 2 2 2 2 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 -4 8 -7 -3 11 12 13 -9 15 18 -17 -18 19 20 -12 23 -23 -16 -25 26 -24 -15 29 -27
right_child=2 9 5 -5 -6 7 -8 10 -10 -11 14 -13 -14 27 21 16 17 -19 -20 -21 -22 22 25 24 -26 28 -28 -29 -30 -31
leaf_value=0.020332479206845167 0.017616018298126403 -0.016227585840083304 0.00093709446232894365 -0.040981881604529924 -0.015434632692486048 0.012482771354363017 0.028157785031944518 0.024895895792481804 -0.033363845359001845 0.0073307574561406533 0.0013510936701839622 0.024241427716708952 -0.016603878548457511 -0.018099429666818607 -0.0063006289777587411 0.0020315596176420942 -0.053887103091586723 -0.0081368809146806602 0.020884479266469896 0.016450142524326625 -0.029509363612063074 -0.018932159818512831 0.014620535708416036 0.038173919277531762 0.008387932633323705 0.00043457612218387299 -0.048810578644275668 0.0091720569257934884 -4.8188536703764866e-05 0.026551188425497807
leaf_weight=35 21 21 29 20 20 23 20 24 28 31 22 31 21 21 27 34 22 35 23 23 24 38 34 21 34 179 25 21 3623 47
leaf_count=35 21 21 29 20 20 23 20 24 28 31 22 31 21 21 27 34 22 35 23 23 24 38 34 21 34 179 25 21 3623 47
internal_value=0 0.00687484 -0.00013321 -0.0124327 0.00149375 3.61895e-05 0.0120476 -9.81845e-05 -0.0126879 -0.00218319 5.01353e-05 0.00688839 0.000705117 0.00621253 -0.000141485 -0.00667234 -0.0153982 -0.0257949 0.00195865 -0.00434996 -0.01475 0.000155225 -7.38673e-05 0.0111796 0.0197608 0.000109504 -0.0122571 -0.00446369 0.000299067 0.00586591
internal_weight=0 87 4490 61 41 4429 49 4380 51 52 4329 118 87 66 4211 183 91 57 92 69 46 4028 3946 82 55 3908 59 42 3849 226
internal_count=4577 87 4490 61 41 4429 49 4380 51 52 4329 118 87 66 4211 183 91 57 92 69 46 4028 3946 82 55 3908 59 42 3849 226
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=2 26 27 25 0 26 0 0 2 0 3 3 3 2 20 22 0 21 12 21 6 12 6 0 0 0 0 4 27 0
split_gain=0.37883 0.967435 0.984738 0.626308 2.32727 1.59751 0.630114 2.73158 4.24842 2.29723 2.07775 2.41442 2.38433 4.27393 5.2779 2.25785 1.79365 1.67936 3.63102 3.09728 2.10744 2.10478 1.54391 2.11017 1.8165 3.07875 3.20365 3.07003 5.84838 2.49593
threshold=1719.7745773564684 1.5000000000000002 6.5000000000000009 0.87043951813999809 835.26978256995199 5.5000000000000009 924.57613947696143 883.63970588235304 1338.026465735554 857.49130843316902 1414.2971069409361 1457.2799824372726 1311.9355427903376 1346.3211327203799 2.3812360733474818 0.18492769138917489 835.26978256995199 0.41230194497903144 2340.6405937969103 0.56144331766866784 944.81787193478419 2483.2256637477362 1265.3790662530821 800.13392857142867 701.99276201505506 686.02040816326542 693.85916666666674 459.96841704718423 7.5000000000000009 742.99817539388334
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 7 9 -9 10 12 -12 16 14 -14 -13 22 18 -8 21 -21 -19 23 24 25 -1 -27 -26 29 -29
right_child=1 -3 -4 4 -6 -7 17 8 -10 -11 11 15 13 -15 -16 -17 -18 19 -20 20 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=2.5425544506587376e-05 -0.016118463702150622 0.020972142840425173 0.013171738980930638 0.019368906664075675 -0.034771944101278977 -0.017919456011150033 -0.0081392535706982013 -0.048268708798648988 0.010790851818663735 0.026739673200063409 -0.042316099690894289 -0.024550252391054531 0.070285200386900795 -0.016665629049142202 0.0090287192438084345 0.012201309832079071 -0.02933049537241459 0.0038563930025239559 0.050120634763785032 0.045788265988230707 0.0050961936903851377 -0.024799871941407522 -0.025313611732174952 0.022978031521197411 -0.02852492154560099 0.045224195021775465 -0.00061595379685362185 -0.026783405756577852 0.044785943445142196 0.0021397607001875127
leaf_weight=3618 24 30 22 27 24 20 20 29 21 32 24 32 22 27 39 35 21 55 23 20 35 48 24 40 59 31 30 52 23 70
leaf_count=3618 24 30 22 27 24 20 20 29 21 32 24 32 22 27 39 35 21 55 23 20 35 48 24 40 59 31 30 52 23 70
internal_value=0 0.00700131 -0.00211011 -0.000118218 -0.00943599 0.00350152 3.11187e-05 -0.000228889 -0.0234637 4.91053e-05 -0.00015685 -0.0151005 0.000178425 0.0164593 0.0311212 -0.00535168 -0.000182644 0.00550164 0.023023 0.000733164 0.0198933 -0.00949798 -2.75632e-05 0.000127131 -0.000108263 0.000401049 0.0226799 -0.00929337 -0.00146812 -0.0101881
internal_weight=0 76 46 4501 71 47 4430 4229 50 4179 4147 91 4056 88 61 67 3968 201 43 158 55 103 3947 3923 3883 3679 61 204 145 122
internal_count=4577 76 46 4501 71 47 4430 4229 50 4179 4147 91 4056 88 61 67 3968 201 43 158 55 103 3947 3923 3883 3679 61 204 145 122
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=5 5 13 5 28 16 16 13 21 7 18 13 13 13 1 19 10 1 1 15 15 15 10 19 19 10 19 1 19 16
split_gain=0.386483 2.15726 4.11975 1.73346 1.72286 2.07692 2.78062 3.62046 2.43684 3.9147 1.83298 2.28801 1.62422 1.65286 2.79815 1.78537 3.2411 1.7779 2.84095 1.44339 1.42135 2.36572 1.33241 1.81782 2.10737 2.57552 2.23933 3.07672 2.21973 2.45172
threshold=180.36599082790249 189.50030750307505 93.918333341056936 174.93900966183577 2.5000000000000004 451.10000000000008 128.12500000000003 75.99998579969045 0.7550558064187517 191.13904909574055 1.2919454429403789 64.803277661141252 58.961886363636374 197.99468085106386 418.96400605139161 1.3735090022682195 205.34765606595997 334.90441819135111 546.22672604502122 283.00000000000006 945.60000000000002 767.37500000000011 181.68536136559393 1.2931669337295497 1.2002584753017733 124.79989452712998 1.177271430759719 1077.6425186038273 1.1258976003822327 390.20000000000005
decision_type=2 2 2 2 2 2 2 2 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 5 6 7 -1 10 -10 -8 -12 -6 15 19 16 22 20 -19 -15 21 -17 23 24 26 -26 28 -28 -14 -30
right_child=1 -3 -4 -5 12 -7 8 -9 9 -11 11 -13 13 14 -16 17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.039251130687572605 -0.0024797326982466143 -0.00013992442641756043 -0.049377569728172747 0.016217647652762634 -0.021918508754326747 -0.028164856161016067 0.00029049232651136422 0.0042083139893495372 0.0027519191012040458 -0.046260321270674469 0.0080650918833587489 0.053173743662509057 0.0081537424744571804 -0.011642342264059226 -0.041575633942903506 0.0038940536379992738 0.036972512805036134 -0.045665270705585896 0.001396743663594705 0.019846050875882308 0.021130382975623495 -0.034206981547176843 -0.016051736777579342 0.028427594548298254 0.002787473920732737 -0.036523019329644739 0.048968288019813344 -7.6750293374061584e-06 -0.036587813675403598 0.0068717526616873569
leaf_weight=41 67 3186 26 75 26 37 38 36 88 20 23 22 342 37 21 88 35 23 29 24 31 20 27 36 50 25 29 23 25 27
leaf_count=41 67 3186 26 75 26 37 38 36 88 20 23 22 342 37 21 88 35 23 29 24 31 20 27 36 50 25 29 23 25 27
internal_value=0 -0.000578151 -0.015591 0.00146052 0.000555548 -0.00595599 -0.00288984 -0.0189324 0.00357759 -0.00632442 0.0164621 0.0301182 0.00271897 0.0034371 -0.0100921 0.00480672 0.00741463 -0.00364511 -0.0194191 0.000746534 0.00225596 -0.00316169 0.00564319 0.00669482 0.00519314 -0.010316 0.00780118 0.0273058 0.00522696 -0.0140223
internal_weight=0 3279 93 1298 1223 305 268 77 191 108 83 45 918 892 82 810 619 191 52 61 139 108 584 557 521 75 446 52 394 52
internal_count=4577 3279 93 1298 1223 305 268 77 191 108 83 45 918 892 82 810 619 191 52 61 139 108 584 557 521 75 446 52 394 52
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=20 22 19 20 22 19 20 19 22 23 1 22 7 20 28 0 9 13 12 21 21 7 19 17 27 11 11 23 9 0
split_gain=0.406611 1.01259 0.984282 0.726177 1.99057 2.57787 3.15434 2.64344 2.37046 8.09591 2.11659 2.10027 1.91195 1.76467 1.81631 1.45857 1.42101 1.4176 1.18681 2.04024 3.10043 1.20904 0.969666 1.00455 0.936888 2.03587 4.90591 3.32336 3.91124 3.64204
threshold=4.8664054338504927 0.25127272755752506 1.2722584366180041 3.5651721502685505 -0.043828053315927089 1.3735090022682195 3.6167783289069431 1.5876942584401594 0.26212697002404933 0.56139492603229291 305.01352736748578 0.093731485378302615 1231.0173472353169 3.2807338877685566 11.500000000000002 268.5898496897899 218.969696969697 65.877411793788454 1203.3937286156363 0.52695606791232208 0.32053023193619051 578.45067813984144 1.4285095841190436 1.2016400528910665 8.5000000000000018 309.06039196059726 335.07650774872997 0.10443928657400599 334.6303810998084 350.95851479839399
decision_type=2 2 2 2 2 2 2 2 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 13 -5 6 -6 15 11 -10 12 -8 16 24 17 -7 -9 -15 21 20 -20 -13 23 -19 -1 -26 -27 -28 -29 -30
right_child=1 -3 -4 4 5 7 8 10 9 -11 -12 18 -14 14 -16 -17 -18 22 19 -21 -22 -23 -24 -25 25 26 27 28 29 -31
leaf_value=0.00061567507553111889 0.029406498920172455 -0.00797813343064439 0.0032682576689266546 -0.028044468082953244 -0.045519241717244897 0.040832632097105193 -0.020520784764417582 0.016464132785331459 -0.068512331050537209 0.0074404414613834687 -0.026491315834224222 0.036300790261315267 0.029686959795653823 0.04127522483468056 -0.0081398873050746168 0.0064706393340159029 -0.017947665350511673 0.03037150151665426 -0.0077574170367033391 -0.016591307005056968 0.044189926043036398 0.0026825473271310332 -0.00039037604031986312 0.0028506499493405934 -0.0002563722516383009 -0.051742133387812861 0.0090031982246267638 -0.055792492678896945 -0.041836738176643851 0.010010820229182996
leaf_weight=3166 25 31 34 32 21 30 35 20 23 36 25 23 25 20 38 21 30 36 27 39 20 20 38 21 551 27 79 22 20 42
leaf_count=3166 25 31 34 32 21 30 35 20 23 36 25 23 25 20 38 21 30 36 27 39 20 20 38 21 551 27 79 22 20 42
internal_value=0 0.00665512 0.0143438 -0.000133488 -0.00405625 -0.0021129 -0.00846804 0.00815633 -0.00497892 -0.0221683 -0.00129256 0.00120505 0.00710702 0.000279078 0.0108143 0.0266836 -0.00418295 0.0170775 0.00709966 0.000317294 0.0143478 0.0206644 0.0119832 0.0202322 -0.000133487 -0.00333436 -0.0122605 -0.00572063 -0.019568 -0.0067142
internal_weight=0 90 59 4487 427 395 244 151 223 59 100 164 75 4060 153 51 50 115 129 86 47 43 95 57 3907 741 190 163 84 62
internal_count=4577 90 59 4487 427 395 244 151 223 59 100 164 75 4060 153 51 50 115 129 86 47 43 95 57 3907 741 190 163 84 62
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=12 12 19 20 20 17 24 24 20 21 21 4 7 7 21 12 15 9 4 26 24 24 17 10 13 13 3 20 19 24
split_gain=0.407375 1.95512 3.08574 1.06992 7.72502 2.54806 1.46203 1.60472 3.42623 1.31377 3.79412 1.76302 2.27269 4.54931 1.51661 2.03001 1.77165 3.54898 1.48887 1.24496 1.1387 1.08386 1.33699 0.977948 0.905037 1.01727 3.66237 2.16934 3.3151 1.65461
threshold=618.29297546981184 669.52700390233122 1.2168764548530191 2.0067512688763904 2.1436995457327344 1.5710275977458004 0.82701033355469622 0.79489238997243361 4.2856642101873188 0.4426421578689595 0.36029682734720681 384.59048549868174 1258.8908766233769 810.69785471924104 0.57616715821251185 504.95556186129016 757.22500000000048 290.62545454031118 348.6536986954896 2.5000000000000004 0.0037164992565625258 0.030087217159837244 1.4256032310945057 202.25434001027222 58.644280306441551 64.224271278986549 1274.2727414838698 2.6515075294072714 0.96877669856304938 0.81442856765821092
decision_type=2 2 2 2 2 2 2 2 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 19 -5 6 7 9 -9 10 18 14 13 -13 15 -11 -16 -18 -6 20 -1 -22 -23 -4 -3 26 27 28 -26 -30
right_child=1 24 23 4 5 -7 -8 8 -10 11 -12 12 -14 -15 16 -17 17 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.015665000354250273 0.050078749167732896 -0.016680618296959437 -0.0083541168265269493 -0.059972493874374783 0.014333666873743567 -0.034898488748479971 0.019893501120318166 -0.050384527593851092 0.0046690559847495303 0.037505591838132769 -0.045904752574014392 0.0047825100436580913 -0.010833197051570528 0.064321729869005237 0.001613941794736699 -0.0070104826707392933 -0.053830706775188447 0.0026855139881372453 -0.017745898356256281 0.027077856659889224 0.026721054377655193 -0.013710231343848687 0.014345883024548778 0.019257806350841469 -0.0054598102092065599 -0.00012537386082440795 -0.030685763149743989 0.0011192849808587479 0.059175380159169434 0.021572973240505569
leaf_weight=30 20 32 29 24 39 22 34 20 26 21 22 33 21 21 96 20 20 25 23 22 21 33 35 23 22 3710 21 65 25 22
leaf_count=30 20 32 29 24 39 22 34 20 26 21 22 33 21 21 96 20 20 25 23 22 21 33 35 23 22 3710 21 65 25 22
internal_value=0 0.000369248 0.0166977 -0.00241044 -0.00471546 -0.00172185 1.18495e-05 -0.00173486 -0.0192673 0.000630219 -0.0102268 0.0041788 0.0170811 0.0279367 -0.00113808 0.0157904 -0.00606055 -0.0224328 0.00243318 0.00522392 0.0011837 0.00686304 0.000730416 0.00385885 6.75673e-05 0.000206233 0.0081434 0.0142286 0.0265779 0.0415743
internal_weight=0 3969 72 608 467 443 421 387 46 341 84 257 75 54 182 41 141 45 62 141 119 89 68 52 3897 3865 155 134 69 47
internal_count=4577 3969 72 608 467 443 421 387 46 341 84 257 75 54 182 41 141 45 62 141 119 89 68 52 3897 3865 155 134 69 47
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=12 12 25 24 21 9 9 21 11 21 13 13 25 25 24 2 6 19 16 3 0 15 4 0 0 24 13 12 0 19
split_gain=0.379339 1.47073 1.9875 2.01805 1.72426 4.5643 5.22293 3.94523 3.16385 2.29815 3.40002 1.31845 1.65324 1.9149 1.22424 1.05283 0.688737 0.669986 1.76301 2.18741 3.66617 4.76409 2.43601 1.93227 1.83947 1.74107 3.30672 2.05591 2.13949 2.16912
threshold=536.97331759149949 504.95556186129016 0.06939210084280982 0.44194341326794523 0.5179681172834032 233.29062284723415 315.4427057562263 0.57431460233143106 285.05580958075734 0.70501382078745323 64.968492234718894 65.858942691460797 0.195335079826779 0.014611903230008183 0.71036922442522932 308.90714763302236 43.118654765207161 1.3505894529347866 747.10000000000014 530.0727680902886 623.90714285714296 1918.0500000000002 467.49511312217197 594.60009561099992 563.57756120657348 0.81664051700669715 68.822644993184397 1133.8394106074186 312.55419142946522 1.439403054183362
decision_type=2 2 2 2 2 2 2 2 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 5 14 -7 -6 9 10 -9 15 13 -13 -1 -11 -2 -18 19 22 23 -22 -19 24 25 26 -21 28 -28 -30
right_child=16 2 3 -5 7 6 -8 8 -10 11 -12 12 -14 -15 -16 -17 17 18 -20 20 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0040234395950708704 0.015935970284044743 0.0071233457326889049 -0.051909299101680517 -0.010318941845824678 0.043316892875979347 -0.073380413092672833 -0.0054077274072019815 -0.05308610286031451 0.030858133432921021 0.0037839528197088305 -0.0009724278844171954 0.0044400797653943299 0.014850652325325286 -0.033325941322756736 0.020462816979350717 0.031142949008128862 -0.00033947669824111945 -0.00053654990968157029 -0.02522748951312332 0.052338783505062263 -0.051099768915169298 0.0038985830894301809 -0.037294150944799188 0.042289764311333952 -0.01771268721204251 -0.0049174098297953611 -0.018000746698629472 0.025249152701853975 0.033247710549039765 0.00027622010510520273
leaf_weight=69 28 25 20 28 24 20 26 21 30 39 31 25 26 29 29 22 3472 183 21 24 21 63 20 22 20 42 31 81 32 53
leaf_count=69 28 25 20 28 24 20 26 21 30 39 31 25 26 29 29 22 3472 183 21 24 21 63 20 22 20 42 31 81 32 53
internal_value=0 -0.00271047 -0.0157402 -0.0276483 -0.000277808 -0.00897503 -0.0349611 0.00479264 0.00064653 -0.00404957 -0.0220183 0.0025772 -0.00586667 -0.0158417 0.00322249 0.0136511 0.000305776 0.000198641 0.00324651 0.00425657 0.00864771 -0.009851 -0.00415799 0.0137424 0.0115232 0.0137465 0.0172935 0.013024 0.00448744 0.012689
internal_weight=0 464 73 48 391 144 46 247 223 193 52 141 80 54 98 61 4113 4085 613 592 389 84 203 305 283 263 221 197 116 85
internal_count=4577 464 73 48 391 144 46 247 223 193 52 141 80 54 98 61 4113 4085 613 592 389 84 203 305 283 263 221 197 116 85
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
AOT_mean=426
B01_mean=381
red_blue_ratio=369
green95th_blue_ratio=359
NDVI_B04=359
WVP_mean=350
green_blue_ratio=350
percent_water=346
green5th_blue_ratio=337
B09_mean=327
green_red_ratio=324
green5th=318
green95th=300
NDVI_B07=294
days_before_sample=285
B12_mean=272
B03_mean=247
NDVI_B05=244
B08_mean=239
B11_mean=229
B05_mean=226
NDVI_B06=223
B8A_mean=215
B04_mean=207
AOT_range=197
B02_mean=193
land_cover=189
B07_mean=185
month=151
B06_mean=138

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:[]
