model.lgb

tree
version=v2
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=19
objective=binary sigmoid:1
feature_names=CODE_GENDER FLAG_OWN_CAR FLAG_OWN_REALTY NAME_TYPE_SUITE NAME_INCOME_TYPE DAYS_BIRTH COMMONAREA_MODE DEF_30_CNT_SOCIAL_CIRCLE AMT_REQ_CREDIT_BUREAU_DAY DAYS_CREDIT CREDIT_DAY_OVERDUE DAYS_REGISTRATION CNT_CREDIT_PROLONG AMT_CREDIT_SUM AMT_ANNUITY YEARS_BUILD_MODE OWN_CAR_AGE ELEVATORS_AVG NONLIVINGAREA_AVG CNT_FAM_MEMBERS
feature_infos=1:0 1:0 1:0 6:1:5:0:4:3:2:-1 4:0:1:2 [-25159:-7790] [0:1] [0:6] [0:6] [-2922:-5] [0:2652] [-20623:0] [0:2] [0:17640000] [1993.5:216589.5] [0:1] [0:65] [0:1] [0:1] [1:8]
tree_sizes=2420 2519 2513 2504 2488 2494 2505 2497 2502 2526 2490 2533 2527 2521 2527 2505 2508 2517 2535 2544 2536 2517 2529 2530 2532 2525 2523 2531 2547 2537 2553 2543 2553 2535 2511 2522 2512 2537 2543 2552 2553 2562 2536 2548 2560 2531 2558 2534 2542 2547 2519 2546 2545 2500 2511 2507 2506 2538 2517 2537 2484 2524 2500 2509 2543 2529 2509 2565 2490 2516 2528 2516 2541 2521 2533 2559 2500 2538 2548 2514 2498 2485 2546 2534 2534 2543 2512 2526 2543 2485 2534 2508 2513 2507 2501 2505 2535 2499 2536 2528 2522 2531 2512 2518 2508 2534 2514 2509 2540 2531 2534 2542 2525 2507 2559 2547 2540 2552 2513 2543 2526 2513 2553 2528 2526 2520 2518 2538 2536 2544 2514 2536 2519 2545 2549 2534 2546 2534 2546 2560 2509 2541 2513 2498 2488 2503 2494 2500 2570 2535 2498 2485 2499 2505 2490 2527 2499 2513 2504 2568 2538 2527 2532 2513 2528 2496 2512 2548 2543 2503 2535 2515 2548 2555 2529 2481 2570 2565 2565 2516 2531 2555 2486 2557 2518 2550 2546 2480 2531 2524 2550 2489 2535 2540 2537 2537 2512 2550 2555 2494 2537 2535 2547 2513 2573 2547 2523 2534 2547 2524 2510 2552 2530 2527 2534 2521 2553 2521 2549 2508 2570 2510 2548 2526 2540 2528 2550 2555 2538 2525 2545 2551 2537 2545 2519 2545 2545 2528 2540 2487 2542 2518 2539 2523 2568 2510 2528 2574 2541 2512 2520 2545 2530 2532 2531 2563 2550 2547 2530 2542 2547 2491 2537 2573 2562 2534 2495 2536 2521 2541 2565 2527 2545 2531 2546 2554 2510 2538 2572 2548 2552 2530 2530 2537 2519 2500 2565 2562 2521 2556 2558 2556 2548 2574 2562 2557 2537 2526 2539 2513 2536 2547 2531 2554

Tree=0
num_leaves=31
num_cat=4
split_feature=5 0 9 11 13 18 15 7 16 7 4 6 5 11 14 14 11 5 11 9 9 1 9 13 5 5 9 13 2 11
split_gain=79.2144 27.552 25.5758 17.9439 17.8149 22.7791 19.8764 17.7454 16.5492 16.4289 18.8245 15.1205 14.1477 20.5245 13.8824 24.7769 12.8013 12.1139 11.8038 10.4894 33.902 10.1095 9.94536 8.80899 8.76203 9.4137 8.60205 8.55187 8.35975 8.31992
threshold=-12542.499999999998 0 -96.499999999999986 -881.49999999999989 29497.500000000004 0.0020500000000000002 0.87260000000000015 1.0000000180025095e-35 26.500000000000004 1.0000000180025095e-35 1 0.031550000000000009 -18683.999999999996 -6762.9999999999991 17174.250000000004 20859.750000000004 -1911.9999999999998 -16141.999999999998 -9072.9999999999982 -164.49999999999997 -411.49999999999994 2 -222.49999999999997 193617.00000000003 -11780.999999999998 -10267.999999999998 -656.49999999999989 948982.50000000012 3 -6042.4999999999991
decision_type=2 1 8 2 8 10 8 2 8 2 1 8 2 2 2 2 2 2 2 10 10 1 10 10 2 2 10 8 1 2
left_child=1 2 7 18 5 6 -2 -1 22 16 11 -11 -9 -14 -8 -16 19 26 -4 20 29 -20 23 -6 -17 28 -3 -28 -26 -10
right_child=4 17 3 -5 8 -7 14 12 9 10 -12 -13 13 -15 15 24 -18 -19 21 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-2.4057130723944744 -2.3490303227328777 -2.4101436668228331 -2.4105002859956253 -2.3698041053313683 -2.408532240264099 -2.4072958367829305 -2.402631811166021 -2.4051399022023312 -2.4064415037323434 -2.4022837495528186 -2.4006451825737436 -2.3673035574259944 -2.3545122931408127 -2.3939302708359649 -2.3490303227328777 -2.4088336362739877 -2.4040818926300869 -2.4048987515859204 -2.3852113274252491 -2.4101975714951007 -2.3737876084461327 -2.4001953798736051 -2.3894237888966101 -2.3989707861350089 -2.3556086872223996 -2.3988664173504692 -2.4060428149754025 -2.3819221451804884 -2.384452285368766 -2.3951621445961089
leaf_count=1330 20 2141 61 38 377 70 54 68 110 21 65 72 24 63 26 22 331 1380 120 57 93 117 57 191 20 33 585 20 39 395
internal_value=0 -0.212069 0.159561 1.06327 0.614307 1.45759 2.04512 -0.0449134 0.478924 0.738237 1.8241 2.8708 1.11657 2.0854 1.69018 2.29279 0.564235 -0.376087 0.76394 0.858037 0.999752 1.13018 0.00427594 -0.14067 1.56406 2.05581 -0.515416 -0.133511 2.92355 0.629129
internal_count=8000 5947 1821 336 2053 284 214 1485 1769 1144 158 93 155 87 194 140 986 4126 298 655 598 237 625 568 114 92 2746 605 59 505
cat_boundaries=0 1 2 3 4
cat_threshold=2 16 1 1
shrinkage=1


Tree=1
num_leaves=31
num_cat=2
split_feature=5 0 13 7 9 13 18 15 16 7 4 11 16 6 11 14 14 11 5 16 9 9 19 13 9 11 9 13 9 13
split_gain=77.3619 27.0977 25.1329 17.4795 17.319 17.0794 21.7338 18.0265 16.0519 15.6797 17.685 14.3411 14.5232 14.0112 13.5156 13.6466 17.7242 12.3976 11.9721 10.7098 10.1751 31.9545 9.66721 12.9584 9.64056 9.29797 11.0297 8.64161 8.52115 8.25228
threshold=-12542.499999999998 0 31545.000000000004 1.0000000180025095e-35 -96.499999999999986 29497.500000000004 0.0020500000000000002 0.87260000000000015 26.500000000000004 1.0000000180025095e-35 1 -760.49999999999989 15.500000000000002 0.031550000000000009 -592.99999999999989 17174.250000000004 20859.750000000004 -1911.9999999999998 -16141.999999999998 4.5000000000000009 -164.49999999999997 -411.49999999999994 1.5000000000000002 60314.130000000012 -222.49999999999997 -1491.4999999999998 -1385.4999999999998 193617.00000000003 -656.49999999999989 948982.50000000012
decision_type=2 1 10 2 8 8 10 8 8 2 1 2 8 8 2 2 2 2 2 10 10 10 2 8 10 2 8 10 10 8
left_child=1 2 3 11 22 6 7 -2 24 17 13 -1 -13 -11 15 -9 -17 20 28 -5 21 -10 23 -4 27 26 -18 -7 -3 -30
right_child=5 18 4 19 -6 8 -8 14 9 10 -12 12 -14 -15 -16 16 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.003503732182773351 0.05189972478866943 -0.0062033594271299446 0.031037499370716069 0.038336250936291012 0.024522822801204575 -0.0045934668231483768 -0.0033611840914360316 0.0030768057322507637 0.0061955040862398348 0.0016081189255286303 0.003223659451355488 0.0009161737176743988 0.039202146431041494 0.035148821076653694 -0.010910736520739667 0.051899724788669672 0.032175751802156496 -0.00016987281145995658 -0.00097935028990179369 0.0084269511024585818 -0.0062572879052016795 0.029079726875489209 -0.0029930291445000342 0.0016971264526178746 0.014168751755202047 0.036940700492956481 0.0023838374250025043 0.0048699439542021772 -0.0021149405015295445 0.021371431567462559
leaf_count=437 20 2141 25 37 33 377 70 47 505 21 65 22 31 72 21 26 24 331 1380 27 57 93 1115 94 57 27 49 191 585 20
internal_value=0 -0.210336 0.157715 0.800178 -0.124541 0.604938 1.42511 1.98981 0.472174 0.726266 1.77824 0.567232 2.33575 2.77443 1.64939 1.97914 2.59072 0.555908 -0.373505 2.57392 0.843304 0.981436 -0.194341 0.788058 0.00421646 1.89303 1.22304 -0.139436 -0.512475 -0.132331
internal_count=8000 5947 1821 554 1267 2053 284 214 1769 1144 158 490 53 93 194 173 126 986 4126 64 655 598 1234 119 625 100 73 568 2746 605
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=2
num_leaves=31
num_cat=2
split_feature=5 0 13 9 7 13 18 15 16 7 4 11 14 6 11 14 14 11 5 16 9 9 19 13 9 11 9 13 9 11
split_gain=75.5606 26.6504 24.4582 16.6739 16.5715 16.3844 20.7555 16.4173 15.573 14.9757 16.64 13.6735 14.1913 13.0148 12.9689 12.8379 16.029 12.0099 11.8315 9.8775 9.87324 30.1591 9.45013 12.2745 9.34778 8.60811 10.395 8.47764 8.44059 8.02793
threshold=-12542.499999999998 0 31545.000000000004 -96.499999999999986 1.0000000180025095e-35 29497.500000000004 0.0020500000000000002 0.87260000000000015 26.500000000000004 1.0000000180025095e-35 1 -760.49999999999989 32607.000000000004 0.031550000000000009 -592.99999999999989 17174.250000000004 20859.750000000004 -1911.9999999999998 -16141.999999999998 4.5000000000000009 -164.49999999999997 -411.49999999999994 1.5000000000000002 60314.130000000012 -222.49999999999997 -1491.4999999999998 -1385.4999999999998 193617.00000000003 -656.49999999999989 -6042.4999999999991
decision_type=2 1 10 8 2 8 10 8 8 2 1 2 2 8 2 2 2 2 2 10 10 10 2 8 10 2 8 10 10 2
left_child=1 2 4 22 11 6 7 -2 24 17 13 -1 -13 -11 15 -9 -17 20 28 -6 21 29 23 -4 27 26 -18 -7 -3 -10
right_child=5 18 3 -5 19 8 -8 14 9 10 -12 12 -14 -15 -16 16 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034585291706442861 0.049225284420335171 -0.0061734059789819032 0.029940666722969508 0.023785951540099853 0.0367593218218717 -0.0045651026589608483 -0.0033369721996104923 0.0030381933115285619 -0.0025600395805187837 0.0015898938569150309 0.0031828156959243289 0.0083213820093664889 0.046415108736963799 0.033796794432995637 -0.010900854158666293 0.049225284420335406 0.031011859788271815 -0.00016819827896999971 -0.00097035411839482366 0.0082840899064575441 -0.0062273571251388491 0.02810113061959002 -0.0029705475058391237 0.0016777660805672649 0.013862058153057608 0.035464077989141848 0.0023552973091161737 0.0048016244399105039 -0.0013116040468881451 0.0084914356042490851
leaf_count=437 20 2141 25 33 37 377 70 47 110 21 65 33 20 72 21 26 24 331 1380 27 57 93 1115 94 57 27 49 191 605 395
internal_value=0 -0.208615 0.155892 -0.123441 0.786809 0.595784 1.39388 1.93716 0.46556 0.71459 1.73439 0.558858 2.26744 2.68389 1.61029 1.92701 2.50978 0.547759 -0.370935 2.4938 0.82896 0.963645 -0.19272 0.774957 0.00415806 1.84452 1.19837 -0.138211 -0.509541 0.610182
internal_count=8000 5947 1821 1267 554 2053 284 214 1769 1144 158 490 53 93 194 173 126 986 4126 64 655 598 1234 119 625 100 73 568 2746 505
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=3
num_leaves=31
num_cat=3
split_feature=5 0 13 9 13 18 7 11 16 7 4 11 16 6 15 14 14 5 11 9 9 14 19 13 9 9 13 4 5 13
split_gain=73.8079 26.21 23.8052 16.0635 15.728 19.8395 15.7279 15.3918 15.1113 14.314 15.6795 13.0474 13.3458 12.1165 12.0721 12.0955 14.5574 11.6919 11.6367 9.58285 28.501 9.32491 9.23886 11.6412 9.06639 8.36065 8.31701 8.30698 11.2969 7.97626
threshold=-12542.499999999998 0 31545.000000000004 -96.499999999999986 29497.500000000004 0.0020500000000000002 1.0000000180025095e-35 -592.99999999999989 26.500000000000004 1.0000000180025095e-35 1 -760.49999999999989 15.500000000000002 0.031550000000000009 0.87260000000000015 17174.250000000004 20859.750000000004 -16141.999999999998 -1911.9999999999998 -164.49999999999997 -411.49999999999994 21892.500000000004 1.5000000000000002 60314.130000000012 -222.49999999999997 -656.49999999999989 193617.00000000003 2 -10267.999999999998 948982.50000000012
decision_type=2 1 10 8 8 10 2 2 8 2 1 2 8 8 8 2 2 2 2 10 10 2 2 8 10 10 10 1 2 8
left_child=1 2 6 22 5 7 11 14 24 18 13 -1 -13 -11 -2 -16 -17 25 19 20 -10 -8 23 -4 26 -3 -6 -18 -29 -27
right_child=4 17 3 -5 8 -7 21 -9 9 10 -12 12 -14 -15 15 16 27 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.0034140452228754981 0.046811310595927261 -0.0061434783262646784 0.028913225200265357 0.023087503081149988 -0.0045368196076215842 -0.0033128719421666106 0.0098345279214266355 -0.010891087201772828 0.0060099673730454693 0.0015718995374005978 0.0031426018401689987 0.00063099651485270082 0.036724234156587925 0.032539412453697493 0.0030001674720563404 0.046811310595927379 -0.00034217884501826288 -0.00096143253911271283 -0.00016653937393431905 -0.0061974491742936453 0.027181079343155893 0.036871524868908226 -0.0029481825392031896 0.0016586543111886309 0.01356589062586068 -0.0020866841713653673 0.0047345512878976146 0.031997693670098817 0.0012647633941658431 0.020819900092926905
leaf_count=437 20 2141 25 33 377 70 30 21 505 21 65 22 31 72 47 26 24 1380 331 57 93 34 1115 94 57 585 191 55 21 20
internal_value=0 -0.206906 0.154096 -0.12235 0.586835 1.36387 0.773773 1.88704 0.459074 0.703189 1.6924 0.550653 2.20255 2.59867 2.18958 1.87733 2.43345 -0.368374 0.539772 0.814972 0.946336 2.41813 -0.191111 0.762186 0.00410073 -0.506612 -0.136996 1.79816 2.36853 -0.129992
internal_count=8000 5947 1821 1267 2053 284 554 214 1769 1144 158 490 53 93 193 173 126 4126 986 655 598 64 1234 119 625 2746 568 100 76 605
cat_boundaries=0 1 2 3
cat_threshold=2 16 1
shrinkage=0.01


Tree=4
num_leaves=31
num_cat=3
split_feature=5 0 13 9 18 13 16 4 7 7 11 11 5 11 14 9 5 11 2 5 13 19 13 16 13 5 11 9 9 11
split_gain=72.1031 25.7766 23.173 15.4854 15.2438 19.4255 18.1276 14.9457 23.1131 14.9409 13.947 12.5101 21.3094 12.4609 12.918 11.5896 11.5535 10.6193 10.6884 9.2831 9.15701 9.03321 11.0534 8.97722 8.72188 12.8105 10.1282 9.6135 16.193 12.6103
threshold=-12542.499999999998 0 31545.000000000004 -96.499999999999986 0.015050000000000003 29497.500000000004 26.500000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 -592.99999999999989 -3276.9999999999995 -10943.999999999998 -760.49999999999989 32607.000000000004 -1076.4999999999998 -16141.999999999998 -2705.4999999999995 2 -9421.9999999999982 90922.500000000015 1.5000000000000002 60314.130000000012 4.5000000000000009 59688.000000000007 -11893.499999999998 -3314.4999999999995 -164.49999999999997 -411.49999999999994 -4658.9999999999991
decision_type=2 1 10 8 10 8 8 1 2 2 2 2 2 2 2 10 2 2 1 2 10 2 8 10 8 2 2 8 10 2
left_child=1 2 9 21 5 10 -7 8 24 13 11 19 -13 -1 -15 -14 -3 18 -10 -2 -9 22 -4 -11 25 -8 27 28 -26 -29
right_child=4 16 3 -5 -6 6 7 20 17 23 -12 12 15 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.0033702643532844412 0.015601857714837082 -0.0050369148816611954 0.027948718346731686 0.022424520885002283 -0.0014913340136302022 9.8713878490084715e-05 0.02439499349493849 0.0081433449599741092 0.00045447667017647192 0.034385271358634048 -0.010882328437494846 0.011522692326180821 0.023854164539498485 0.0077829167650893443 0.043345748102153657 0.057634006620302866 -0.00095258604302541586 0.044552707870175123 0.034392176430712323 -0.010953072707393839 -0.0034098804567961674 -0.002925935032367928 0.0016397872464028215 0.0077319084049479346 0.014854809313979089 -0.0063919098231147225 0.0060103724387625583 -0.007558824418683995 0.042189386323291042 0.023514925281507858
leaf_count=437 98 2746 25 33 318 526 22 183 21 37 23 49 21 33 20 30 1380 32 24 20 172 1115 94 27 100 85 224 39 36 30
internal_value=0 -0.205209 0.152326 -0.121267 0.578086 0.709759 0.554147 0.842758 1.17972 0.761058 1.63588 1.89992 2.80472 0.542618 2.141 4.37812 -0.365825 2.94457 1.85068 1.11774 0.254602 -0.189513 0.749733 2.34638 0.906562 -0.00972397 1.13583 1.70612 2.24911 0.604481
internal_count=8000 5947 1821 1267 2053 1735 1494 968 613 554 241 218 100 490 53 51 4126 77 45 118 355 1234 119 64 536 107 429 205 136 69
cat_boundaries=0 1 2 3
cat_threshold=2 16 2
shrinkage=0.01


Tree=5
num_leaves=31
num_cat=2
split_feature=5 0 7 9 16 5 18 11 14 9 5 16 11 11 5 13 11 13 6 4 5 14 15 14 5 5 5 15 9 6
split_gain=70.5145 27.3462 23.5331 18.4834 17.1238 16.4452 15.1434 12.8002 16.3458 12.8669 12.6538 12.509 20.201 11.4902 11.5173 14.5788 24.0844 13.3479 11.8966 11.3624 14.3945 16.0506 19.3248 11.4657 15.839 11.3508 10.2754 11.145 10.0694 16.9578
threshold=-12120.499999999998 0 1.0000000180025095e-35 -96.499999999999986 26.500000000000004 -18683.999999999996 0.018550000000000001 -6186.9999999999991 21291.750000000004 -2292.4999999999995 -16141.999999999998 14.500000000000002 -3907.4999999999995 -444.99999999999994 -11893.499999999998 27009.000000000004 -3066.4999999999995 52779.510000000002 0.041500000000000009 1 -11319.499999999998 30084.750000000004 0.89875000000000005 20686.500000000004 -9421.9999999999982 -10267.999999999998 -10705.499999999998 0.66350000000000009 -1084.4999999999998 0.0073500000000000015
decision_type=2 1 2 8 8 2 10 2 2 10 2 8 2 2 2 8 2 8 8 1 2 2 8 2 2 2 2 10 10 8
left_child=1 2 3 -1 28 -4 13 -7 -9 -10 -3 -5 -13 14 -6 16 -16 18 -17 20 -19 23 -23 26 -25 -24 -22 -28 -2 -30
right_child=4 10 5 11 6 7 -8 8 9 -11 -12 12 -14 -15 15 17 -18 19 -20 -21 21 22 25 24 -26 -27 27 -29 29 -31
leaf_value=-0.0015195890014072955 -0.0032538076559602098 -0.0050077368209722629 0.0010196607300541002 -0.0021928400724284406 0.026511543719806425 0.03958113061471024 -0.0013838666892818227 -0.010943745689079343 0.045132768386856301 0.011461616220247198 -0.00086773166366935911 0.0040333450700134497 0.026487045983768928 -0.0027272546093450208 0.0070769736515603919 0.019512524181169208 0.041345301738386388 0.00053208914485853892 -0.0081901082889620988 0.004357161263316831 0.043463013641927083 0.008296858606107068 0.058024132585667319 -0.0025474546875277992 0.025816559116830253 0.026925279248202143 0.0082300769485869583 0.036548648122217843 0.036374804771755663 0.0036466819626810934
leaf_count=1406 309 2746 86 103 61 34 163 24 22 40 1523 129 83 80 55 25 45 78 93 227 20 33 29 90 34 30 66 24 22 320
internal_value=0 -0.186918 0.169216 0.0286971 0.620807 1.30421 0.879768 2.14569 1.40713 2.36893 -0.351178 0.80793 1.30073 1.04381 1.15558 1.04859 2.29367 0.874267 -0.228892 1.07962 1.43486 1.7603 3.01773 1.26765 0.52772 4.22863 2.10002 1.57788 0.150455 0.574373
internal_count=8000 6196 1927 1721 1804 206 1153 120 86 62 4269 315 212 990 910 849 100 749 118 631 404 326 92 234 124 59 110 90 651 342
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=6
num_leaves=31
num_cat=2
split_feature=5 0 7 9 16 5 18 5 16 11 11 14 9 7 4 11 13 5 11 9 6 13 13 6 9 9 9 9 11 14
split_gain=68.8501 26.8817 22.7723 18.0102 16.55 15.6461 14.6205 12.5006 12.0684 19.0974 11.793 15.6691 11.8004 11.1188 20.0433 18.1627 12.8376 9.93266 18.4316 9.83545 15.9944 8.74575 10.4062 10.3946 8.45101 15.5668 11.1492 8.35119 8.21046 9.83136
threshold=-12120.499999999998 0 1.0000000180025095e-35 -96.499999999999986 26.500000000000004 -18683.999999999996 0.018550000000000001 -16141.999999999998 14.500000000000002 -3907.4999999999995 -6186.9999999999991 21291.750000000004 -2292.4999999999995 1.0000000180025095e-35 1 -2931.9999999999995 24345.000000000004 -11836.499999999998 -1991.9999999999998 -1084.4999999999998 0.0073500000000000015 496417.50000000006 52779.510000000002 0.041500000000000009 -112.49999999999999 -483.49999999999994 -352.49999999999994 -656.49999999999989 -6042.4999999999991 32276.250000000004
decision_type=2 1 2 8 8 2 10 2 8 2 2 2 10 2 1 2 8 2 2 10 8 10 8 8 10 10 10 10 2 2
left_child=1 2 3 -1 19 -4 13 27 -5 -10 -7 -12 -13 16 15 -15 -6 18 -18 -2 -21 22 23 -19 25 28 -27 -3 -24 -30
right_child=4 7 5 8 6 10 -8 -9 9 -11 11 12 -14 14 -16 -17 17 21 -20 20 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.001506312990065289 -0.0032300663629587483 -0.0060644281790747838 0.0010086069518766415 -0.0021748867395407771 0.02150316340243735 0.037931947215044164 -0.001371613331196519 -0.00085967968784621555 0.0039796032355487046 0.02565527275982582 -0.010933478418912025 0.043054825488356874 0.0112393131650641 0.01468225205296182 0.00030368542588782153 0.046597917178704096 0.035379199645804785 0.016949992830172258 -0.0019659757192456097 0.034936140300395685 0.003599240527565968 -0.0068191439333735058 -0.0079078065496028267 -0.0081303212162757814 -0.010894129010042783 0.038261219356654885 0.014406263256102 -0.0011983886244518883 0.0050151041789472843 0.018513650319718432
leaf_count=1406 309 2141 86 103 85 34 163 1523 129 83 24 22 40 46 46 37 40 27 29 22 320 62 43 92 26 35 78 605 249 95
internal_value=0 -0.185356 0.16725 0.0283872 0.611346 1.27709 0.864513 -0.348697 0.79444 1.27385 2.0866 1.37664 2.29955 1.02433 1.96969 2.93163 0.875003 0.727013 2.01267 0.148739 0.565872 0.600253 0.723205 -0.232897 0.938205 1.03905 2.18215 -0.497862 0.693162 0.876217
internal_count=8000 6196 1927 1721 1804 206 1153 4269 315 212 120 86 62 990 129 83 861 776 69 651 342 707 645 119 526 500 113 2746 387 344
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=7
num_leaves=31
num_cat=3
split_feature=5 0 13 9 18 13 16 4 7 7 11 11 14 5 18 17 14 13 19 13 11 5 9 11 2 9 13 5 11 14
split_gain=67.2915 24.509 21.923 14.4058 14.1552 17.7901 16.6224 13.5944 20.0089 13.435 12.9368 11.5599 11.9509 11.1377 10.9418 14.6642 13.2817 8.88624 8.79318 10.3592 8.78359 20.1162 9.76028 8.5628 9.68316 8.27009 7.99316 12.0063 9.36718 9.38016
threshold=-12542.499999999998 0 31545.000000000004 -96.499999999999986 0.015050000000000003 29497.500000000004 26.500000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 -592.99999999999989 -760.49999999999989 32607.000000000004 -16141.999999999998 1.0000000180025095e-35 0.20660000000000003 14388.750000000002 90922.500000000015 1.5000000000000002 60314.130000000012 -3276.9999999999995 -10828.499999999998 -1385.4999999999998 -2705.4999999999995 2 -656.49999999999989 59688.000000000007 -11893.499999999998 -3314.4999999999995 17534.250000000004
decision_type=2 1 10 8 10 8 8 1 2 2 2 2 2 2 8 8 2 10 2 8 2 2 8 2 1 10 8 2 2 2
left_child=1 2 9 18 5 10 -7 8 26 11 14 -1 -13 25 -2 -16 -17 -9 19 -4 22 -22 -18 24 -10 -3 27 -8 29 -28
right_child=4 13 3 -5 -6 6 7 17 23 -11 -12 12 -14 -15 15 16 20 -19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.003255032173837913 0.03536977140338677 -0.0060345971211318563 0.026806405279168253 0.021161926971275485 -0.0014873124543675622 6.9460769196392808e-05 0.022986746206350217 0.0078756973672122806 0.031895831278243747 0.022040804962226483 -0.010875152134623887 0.0073393432479105783 0.040939265297460621 -0.00092789016068950013 -0.010947337874793395 -0.0027673680984403128 0.03223569179981399 -0.0034540134013298679 -0.0028999772310769833 0.0016230138165422268 0.011670355490846659 0.049622068706182118 0.0036983982755994312 0.039956957488806392 0.00018463501850044691 -0.0011876007777288113 0.029608219422884635 -0.0063699329550366713 0.0056513854053530203 0.011943109402642083
leaf_count=437 34 2141 25 33 318 526 22 183 24 64 23 33 20 1380 25 31 22 172 1115 94 31 33 42 32 21 605 49 85 224 156
internal_value=0 -0.200244 0.147028 -0.12053 0.553086 0.678023 0.529129 0.801083 1.11644 0.733677 1.54989 0.524824 2.03882 -0.358274 1.79527 1.45176 1.82875 0.240997 -0.187674 0.735107 2.30285 3.17365 1.37405 2.70729 1.73171 -0.49496 0.861014 -0.0157912 1.07587 1.61407
internal_count=8000 5947 1821 1267 2053 1735 1494 968 613 554 241 490 53 4126 218 184 159 355 1234 119 128 64 64 77 45 2746 536 107 429 205
cat_boundaries=0 1 2 3
cat_threshold=2 16 1
shrinkage=0.01


Tree=8
num_leaves=31
num_cat=2
split_feature=5 0 7 9 16 5 18 5 16 11 11 14 9 11 5 13 11 13 6 4 5 14 15 14 5 5 9 6 5 11
split_gain=65.8109 25.982 21.6323 17.1955 15.5538 14.7407 13.6876 12.1701 11.5827 17.7928 10.7504 14.9649 11.0786 10.696 10.2178 12.5548 20.6141 12.3121 11.3008 10.0891 13.3232 14.6514 17.247 10.4792 14.9009 9.71071 9.59104 15.0939 8.79525 10.1694
threshold=-12120.499999999998 0 1.0000000180025095e-35 -96.499999999999986 26.500000000000004 -18683.999999999996 0.018550000000000001 -16141.999999999998 14.500000000000002 -3907.4999999999995 -6186.9999999999991 21291.750000000004 -674.49999999999989 -444.99999999999994 -11893.499999999998 27009.000000000004 -3066.4999999999995 52779.510000000002 0.041500000000000009 1 -11319.499999999998 30084.750000000004 0.89875000000000005 20686.500000000004 -9421.9999999999982 -10267.999999999998 -1084.4999999999998 0.0073500000000000015 -10705.499999999998 -2959.4999999999995
decision_type=2 1 2 8 8 2 10 2 8 2 2 2 10 2 2 8 2 8 8 1 2 2 8 2 2 2 10 8 2 2
left_child=1 2 3 -1 26 -4 13 -3 -5 -10 -7 -12 -13 14 -6 16 -16 18 -17 20 -19 23 -23 28 -25 -24 -2 -28 -22 -30
right_child=4 7 5 8 6 10 -8 -9 9 -11 11 12 -14 -15 15 17 -18 19 -20 -21 21 22 25 24 -26 -27 27 -29 29 -31
leaf_value=-0.0014898178015395169 -0.0032180165070836461 -0.0049206489153702454 0.0009262455240931091 -0.0022132760811141012 0.024685838071647953 0.03599884907255492 -0.0013462548947713205 -0.00084912444082454672 0.0038628550195500817 0.024576031182347986 -0.010933371813451182 0.032346483175777152 0.00099700551197995867 -0.0027831325645566863 0.0065327735717352845 0.018532740229808088 0.037393780293524463 0.00031644327937455975 -0.0081606662148777879 0.0041869160192819698 0.039672944722616982 0.0077758932907085014 0.053263706955354942 -0.0027043297172592577 0.024361396372244128 0.025298696607609465 0.033544988084554896 0.0035302570441773725 0.02404792460922214 -0.00019577970178362574
leaf_count=1406 309 2746 86 103 61 34 163 1523 129 83 24 41 21 80 55 25 45 78 93 227 20 33 29 90 34 30 22 320 55 35
internal_value=0 -0.182417 0.16329 0.0270583 0.593949 1.23493 0.836916 -0.343922 0.770081 1.23405 2.00708 1.33023 2.21259 0.989146 1.09462 0.993938 2.11821 0.831676 -0.229553 1.02458 1.35179 1.6572 2.82915 1.19135 0.488585 3.93049 0.145208 0.555054 1.96785 1.48568
internal_count=8000 6196 1927 1721 1804 206 1153 4269 315 212 120 86 62 990 910 849 100 749 118 631 404 326 92 234 124 59 651 342 110 90
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=9
num_leaves=31
num_cat=2
split_feature=5 0 13 9 18 13 16 4 7 7 11 18 9 11 9 16 6 5 5 9 18 17 14 11 13 19 13 6 11 16
split_gain=64.2805 23.6977 21.0574 13.6692 13.4496 16.6635 15.6874 12.7096 18.4755 12.4693 12.2121 11.3717 22.794 12.3577 17.8873 16.1397 11.1549 10.6511 10.1202 11.7416 10.0868 13.9658 12.442 8.7461 8.65943 8.56606 9.80159 7.81445 9.19456 7.65231
threshold=-12542.499999999998 0 31545.000000000004 -96.499999999999986 0.015050000000000003 29497.500000000004 26.500000000000004 1 1.0000000180025095e-35 1.0000000180025095e-35 -592.99999999999989 0.00030000000000000008 -516.49999999999989 -4329.4999999999991 -1220.4999999999998 13.500000000000002 0.015150000000000002 -17595.499999999996 -16821.999999999996 -656.49999999999989 1.0000000180025095e-35 0.20660000000000003 14388.750000000002 -3066.4999999999995 90922.500000000015 1.5000000000000002 60314.130000000012 0.076550000000000021 -2705.4999999999995 4.5000000000000009
decision_type=2 1 10 8 10 8 8 1 2 2 2 10 10 2 8 8 10 2 2 10 8 8 2 2 10 2 8 8 2 10
left_child=1 2 9 25 5 10 -7 8 -8 11 20 12 13 -1 -15 -16 18 -17 19 -3 -2 -22 -23 -19 -9 26 -4 -10 -29 -11
right_child=4 16 3 -5 -6 6 7 24 27 29 -12 -13 -14 14 15 17 -18 23 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00037909912538211445 0.033638309780404045 -0.0057845109103595305 0.025856468092292664 0.020301183920349793 -0.001477769935646783 5.5664325482899592e-05 0.0083059076474028756 0.0076968101698747802 0.0090074065911546226 0.030677488021818355 -0.010865065432254649 -0.0050759574681971432 0.041470406806351078 -0.0055702165814757159 0.0018689058742003245 0.045903850221458285 -0.0077720571227740676 0.0014959697775669275 -0.0002423325114424553 0.00096935955399933039 -0.010947196270312796 -0.0028167322387386662 0.022032717405404433 0.032624151287907362 -0.0034609471814173965 -0.0028757503179218436 0.0015960410814329419 0.01940410004637351 0.046410892098840056 0.0068133926228273545
leaf_count=196 34 1625 25 33 318 526 536 183 23 37 23 108 24 48 40 29 698 20 1362 441 25 31 128 25 172 1115 94 29 25 27
internal_value=0 -0.196982 0.143637 -0.11965 0.537235 0.65778 0.513584 0.775066 1.07618 0.714891 1.49213 0.51258 0.80153 0.57489 1.29114 2.03669 -0.353288 2.97992 -0.26704 -0.431447 1.72418 1.39564 1.75514 1.90036 0.233688 -0.185997 0.721099 2.57777 3.23945 2.11028
internal_count=8000 5947 1821 1267 2053 1735 1494 968 613 554 241 490 382 358 162 114 4126 74 3428 2066 218 184 159 45 355 1234 119 77 54 64
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=10
num_leaves=31
num_cat=3
split_feature=5 0 7 9 16 5 18 5 16 13 11 11 11 17 14 5 13 11 13 6 17 9 6 4 5 14 15 0 14 14
split_gain=62.9017 25.1079 20.564 16.3743 14.6611 13.9213 12.8316 11.8854 10.9443 16.125 12.2511 10.1844 9.88259 13.3119 9.84676 9.62587 11.5017 18.8414 11.8846 10.916 9.44668 9.32517 14.2814 9.28632 12.5801 13.6713 13.7558 20.2406 11.1231 10.3519
threshold=-12120.499999999998 0 1.0000000180025095e-35 -96.499999999999986 26.500000000000004 -18683.999999999996 0.018550000000000001 -16141.999999999998 14.500000000000002 22164.750000000004 -3907.4999999999995 -444.99999999999994 -6425.9999999999991 0.042800000000000012 21892.500000000004 -11893.499999999998 27009.000000000004 -3066.4999999999995 52779.510000000002 0.041500000000000009 0.12320000000000002 -1084.4999999999998 0.0073500000000000015 1 -11319.499999999998 29864.250000000004 0.76805000000000012 2 38101.500000000007 20686.500000000004
decision_type=2 1 2 8 8 2 10 2 8 10 2 2 2 8 2 2 8 2 8 8 8 10 8 1 2 2 8 1 2 2
left_child=1 2 3 -1 21 -4 11 -3 -5 10 -10 15 -7 -14 -15 -6 17 -17 19 -18 -12 -2 -23 24 -20 29 -27 -28 -29 -26
right_child=4 7 5 8 6 12 -8 -9 9 -11 20 -13 13 14 -16 16 18 -19 23 -21 -22 22 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.0014714851459616072 -0.0032045768415909634 -0.0048645633788583524 0.00084491529594093832 -0.0022120824243749347 0.023731844986897718 0.035342464597702704 -0.0013211488515091482 -0.00083322321600553379 0.00095680476530633622 0.036500846776358307 0.00016915259872575633 -0.0028024476349432577 -0.0066664922031727924 0.0016281536628756899 0.031633587019032759 0.0062093675953105443 0.017830911162922108 0.035260535643866019 0.00021868935234754404 -0.0081662641384758743 0.02770693598995989 0.032254937916435425 0.0034501276610605105 0.0041066684583012545 0.018856897940907117 0.0010347563389918528 0.058296424186007618 0.0357095662147245 0.0037518105554710602 0.0041816717180175938
leaf_count=1406 309 2746 86 103 61 31 163 1523 118 26 21 80 28 20 41 55 25 45 78 93 47 22 320 227 110 20 25 27 24 120
internal_value=0 -0.179499 0.15944 0.0257762 0.57711 1.19496 0.810764 -0.339161 0.745379 1.1895 0.814344 0.955962 1.93304 1.32815 2.22926 1.05739 0.959932 2.01899 0.804529 -0.235629 1.93901 0.1413 0.543182 0.992014 1.30137 1.59311 2.67407 3.32641 2.09056 1.13227
internal_count=8000 6196 1927 1721 1804 206 1153 4269 315 212 186 990 120 89 61 910 849 100 749 118 68 651 342 631 404 326 96 76 51 230
cat_boundaries=0 1 2 3
cat_threshold=2 16 2
shrinkage=0.01


Tree=11
num_leaves=31
num_cat=1
split_feature=5 0 7 9 16 5 18 6 5 9 16 11 11 11 14 9 7 11 13 5 11 9 6 9 9 13 11 14 14 14
split_gain=61.4437 24.6797 19.926 15.9643 14.1892 13.2917 12.4082 11.7649 10.8945 11.645 10.5767 15.2413 9.84075 9.24933 13.8705 9.91685 9.11759 21.5431 9.95772 9.18865 14.9678 9.1117 13.5328 9.07561 15.8115 11.3102 8.73353 11.0695 7.73242 18.7634
threshold=-12120.499999999998 0 1.0000000180025095e-35 -96.499999999999986 26.500000000000004 -18683.999999999996 0.018550000000000001 0.015150000000000002 -16821.999999999996 -656.49999999999989 14.500000000000002 -3907.4999999999995 -444.99999999999994 -6186.9999999999991 21291.750000000004 -674.49999999999989 1.0000000180025095e-35 -2959.4999999999995 24345.000000000004 -11836.499999999998 -1991.9999999999998 -1084.4999999999998 0.0073500000000000015 -483.49999999999994 -164.49999999999997 496417.50000000006 -4989.9999999999991 30451.500000000004 23060.250000000004 18112.500000000004
decision_type=2 1 2 8 8 2 10 10 2 10 8 2 2 2 2 10 2 2 8 2 2 10 8 8 10 8 2 2 2 2
left_child=1 2 3 -1 21 -4 12 8 9 -3 -5 -12 16 -7 -15 -16 18 -18 -6 20 -20 -2 -23 -21 25 -25 -27 -28 29 -8
right_child=4 7 5 10 6 13 28 -9 -10 -11 11 -13 -14 14 15 -17 17 -19 19 23 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0014585712532735296 -0.0031810723493054666 -0.0057296862361613313 0.00083587945539459008 -0.0021940035632471338 0.019883189009152768 0.03309290407155651 -0.005336925454162097 -0.0076616642798680544 -0.00012820175775843726 0.0010115441492014121 0.0037362644366002555 0.022565262129300032 -0.0027809296219893538 -0.010930920523682892 0.03007484462385528 0.00080653280959652675 0.0068177289491931827 0.035641426959100317 0.032085029071850103 0.0021254445552308116 -0.0047725426702591922 0.031103438260610336 0.003405832318023579 0.022961307071794234 -0.0065294871983782232 -0.0074181919317953182 0.0059797435462595064 0.028550705543642026 -0.0081171660173977988 0.034517666995974479
leaf_count=1406 309 1625 86 103 82 34 47 723 1480 441 129 83 80 24 41 21 72 47 40 325 20 22 320 99 59 35 95 36 93 23
internal_value=0 -0.177993 0.157609 0.0254938 0.568599 1.17148 0.797308 -0.336735 -0.249623 -0.425583 0.733398 1.1662 0.938995 1.8839 1.25775 2.07719 1.03778 1.89617 0.897477 0.757191 2.04022 0.139706 0.535313 0.632976 1.04363 1.39409 0.825191 1.23755 -0.130938 0.778181
internal_count=8000 6196 1927 1721 1804 206 1153 4269 3546 2066 315 212 990 120 86 62 910 119 791 709 60 651 342 649 324 265 166 131 163 70
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=12
num_leaves=31
num_cat=2
split_feature=5 0 13 18 13 16 9 18 7 9 4 7 11 6 5 9 18 17 14 11 9 16 5 5 13 19 13 16 16 19
split_gain=60.0889 22.5185 20.0433 12.5041 15.3463 14.4351 12.4811 11.8638 13.6583 14.0189 11.7514 16.6535 11.3489 11.0003 9.72956 11.5005 9.28781 13.1861 11.5667 8.93677 15.102 12.1736 11.0208 12.9741 8.33697 8.32603 9.2232 8.2507 7.44468 7.75482
threshold=-12542.499999999998 0 31545.000000000004 0.015050000000000003 29497.500000000004 26.500000000000004 -96.499999999999986 0.010950000000000001 1.0000000180025095e-35 -516.49999999999989 1 1.0000000180025095e-35 -592.99999999999989 0.015150000000000002 -16821.999999999996 -656.49999999999989 1.0000000180025095e-35 0.20660000000000003 14388.750000000002 -4329.4999999999991 -1220.4999999999998 13.500000000000002 -17595.499999999996 -14389.499999999998 90922.500000000015 1.5000000000000002 60314.130000000012 4.5000000000000009 17.500000000000004 2.5000000000000004
decision_type=2 1 10 10 8 8 8 10 2 10 1 2 2 10 2 10 8 8 2 2 8 8 2 2 10 2 8 10 8 2
left_child=1 2 7 4 12 -6 25 8 9 19 11 -7 16 14 15 -3 -2 -18 -19 -1 -21 -22 -23 -24 -12 26 -4 -10 -16 -30
right_child=3 13 6 -5 5 10 -8 -9 27 -11 24 -13 -14 -15 28 -17 17 18 -20 20 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=1.1506066698752521e-06 0.03173765960651305 -0.0057000225365590696 0.024862349672713203 -0.00146769970944189 2.9546382996390219e-05 0.007901827450568279 0.018886572144903614 -0.0051693299290606195 0.03627897298336949 0.029887273162670404 0.0073959314323052616 0.024166074850261454 -0.010853797265322927 -0.0077057059137328188 -0.0050828429968013088 0.0010005756568608121 -0.010955692564520227 -0.0029351089362275248 0.0208254104138067 -0.0058370195343876085 0.001286234061776155 0.040403951270169831 -0.0055336517059983428 0.029659664331521882 -0.0034997327228336933 -0.0028506163601928255 0.0015689450082880217 0.0093928042143593266 0.003850434822199589 -0.002580398211775465
leaf_count=213 34 1625 25 318 526 536 33 85 29 30 183 77 23 698 321 441 25 31 128 51 42 30 22 29 172 1115 94 23 625 416
internal_value=0 -0.192231 0.138577 0.514848 0.629427 0.491107 -0.119423 0.691512 0.91114 0.684916 0.738299 1.02333 1.41855 -0.345917 -0.260262 -0.422853 1.6347 1.32206 1.66202 0.501243 1.08244 1.72044 2.46487 1.46553 0.219138 -0.184303 0.706134 2.50729 -0.0224823 0.127462
internal_count=8000 5947 1821 2053 1735 1494 1267 554 469 417 968 613 241 4126 3428 2066 218 184 159 387 174 123 81 51 355 1234 119 52 1362 1041
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=13
num_leaves=31
num_cat=3
split_feature=5 0 7 9 16 5 18 6 5 9 16 13 11 17 9 6 7 11 2 11 14 9 18 14 14 14 0 14 5 9
split_gain=58.7481 23.8509 18.9849 15.2041 13.3879 12.6109 11.6501 11.5655 10.5737 10.9154 9.99846 14.4257 10.6741 9.48252 8.8624 12.8414 8.76943 15.8655 8.65207 8.55094 13.2621 9.17607 7.63933 7.59672 17.8517 7.14322 18.1484 11.3682 10.6404 9.5991
threshold=-12120.499999999998 0 1.0000000180025095e-35 -96.499999999999986 26.500000000000004 -18683.999999999996 0.018550000000000001 0.015150000000000002 -16141.999999999998 -656.49999999999989 14.500000000000002 22164.750000000004 -3907.4999999999995 1.0000000180025095e-35 -1084.4999999999998 0.0073500000000000015 1.0000000180025095e-35 -2959.4999999999995 1 -6186.9999999999991 21291.750000000004 -674.49999999999989 0.0092500000000000013 23060.250000000004 18112.500000000004 31158.000000000004 2 25974.000000000004 -11836.499999999998 -147.49999999999997
decision_type=2 1 2 8 8 2 10 10 2 10 8 10 2 10 10 8 2 2 1 2 2 10 10 2 2 2 1 2 2 10
left_child=1 2 3 -1 14 -4 13 8 9 -3 -5 12 -12 16 -2 -16 22 -18 -14 -7 -21 -22 25 24 -8 27 -27 28 -6 -30
right_child=4 7 5 10 6 19 23 -9 -10 -11 11 -13 18 -15 15 -17 17 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0014403258878453978 -0.0031672282441832962 -0.0053994052562312588 0.00075810292928861988 -0.0021900979688379328 0.026281556786760609 0.031645451162614628 -0.0052990493265496555 -0.0076081911428539355 0.00016337804006335034 0.00078264752848727849 0.00090063887085623309 0.033827466369112831 0.025522902569430645 -3.5341706856606795e-05 0.02998071093577348 0.0033297190628852565 0.0072032775827099447 0.032048489129214583 -0.00028023421433224778 -0.01092798314175778 0.028753906843158115 0.00076683439742804825 0.029715211660292055 -0.0080859869103353608 0.033257532371332818 0.026254902511966782 0.0055738243357183826 -0.0031089476282983742 0.0089051467798326196 -0.010990220194448307
leaf_count=1406 309 1773 86 103 37 34 47 723 1278 495 118 26 47 122 22 320 63 50 21 24 41 21 21 93 23 83 129 125 327 33
internal_value=0 -0.175132 0.15395 0.0242519 0.552729 1.13548 0.772887 -0.332043 -0.245802 -0.400706 0.710131 1.12478 0.768741 0.908244 0.136001 0.524078 1.03352 1.88777 1.78343 1.8192 1.21844 2.00299 0.892872 -0.128542 0.767589 0.834228 1.36699 0.614245 0.899103 0.71252
internal_count=8000 6196 1927 1721 1804 206 1153 4269 3546 2268 315 212 186 990 651 342 868 113 68 120 86 62 755 163 70 734 212 522 397 360
cat_boundaries=0 1 2 3
cat_threshold=2 2 2
shrinkage=0.01


Tree=14
num_leaves=31
num_cat=2
split_feature=5 0 13 18 13 16 9 18 7 9 4 7 11 6 5 9 11 5 11 9 16 5 5 5 9 19 13 13 16 16
split_gain=57.4455 21.7698 19.3468 11.9041 14.6935 13.594 11.6282 11.5036 12.6368 13.243 11.2761 15.3342 10.9046 10.8162 9.47154 11.2272 8.80588 13.5196 8.50241 14.3161 11.1776 9.77713 12.298 8.30943 8.12543 8.11381 8.74952 8.04212 7.52548 7.32586
threshold=-12542.499999999998 0 31545.000000000004 0.015050000000000003 29497.500000000004 26.500000000000004 -96.499999999999986 0.010950000000000001 1.0000000180025095e-35 -516.49999999999989 1 1.0000000180025095e-35 -592.99999999999989 0.015150000000000002 -16821.999999999996 -656.49999999999989 -3276.9999999999995 -10943.999999999998 -4329.4999999999991 -1220.4999999999998 13.500000000000002 -17595.499999999996 -14389.499999999998 -9421.9999999999982 -1076.4999999999998 1.5000000000000002 60314.130000000012 90922.500000000015 4.5000000000000009 17.500000000000004
decision_type=2 1 10 10 8 8 8 10 2 10 1 2 2 10 2 10 2 2 2 8 8 2 2 2 10 2 8 10 10 8
left_child=1 2 7 4 12 -6 25 8 9 18 11 -7 16 14 15 -3 23 -18 -1 -20 -21 -22 -23 -2 -19 26 -4 -12 -10 -16
right_child=3 13 6 -5 5 10 -8 -9 28 -11 27 -13 -14 -15 29 -17 17 24 19 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=6.9427044108118448e-06 0.013401679948116498 -0.0056422263904777007 0.024033604292387642 -0.001458465070366228 1.7132147228139509e-05 0.0076605763688730767 0.017867797970575881 -0.0051614512518131815 0.034445182894512906 0.028792575905152266 0.007129889674875942 0.023051513030208536 -0.010849656706359536 -0.0076517118422451359 -0.0050517756777127987 0.00098126334799609506 0.0097983420486826775 0.018343111278694361 -0.0057994692579221262 0.0012940626951449259 0.038002329210969236 -0.0055569291520298535 0.028467513267345274 -0.011021707088554374 0.044144274397821627 -0.0028265957463636283 0.0015435506284314096 -0.0035276052435757673 0.009076844037892445 0.0012651294813254669
leaf_count=213 98 1625 25 318 526 536 33 85 29 30 183 77 23 698 321 441 49 21 51 42 30 22 29 20 30 1115 94 172 23 1041
internal_value=0 -0.189098 0.135406 0.500515 0.611265 0.476116 -0.118905 0.675708 0.889895 0.67106 0.713578 0.990204 1.37707 -0.341055 -0.256238 -0.417529 1.58505 2.28385 0.491331 1.05294 1.66231 2.35826 1.41732 0.943344 3.38674 -0.182639 0.693019 0.20669 2.40165 -0.0218799
internal_count=8000 5947 1821 2053 1735 1494 1267 554 469 417 968 613 241 4126 3428 2066 218 100 387 174 123 81 51 118 51 1234 119 355 52 1362
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=15
num_leaves=31
num_cat=3
split_feature=5 0 7 9 16 5 6 18 5 9 16 13 11 11 9 6 5 13 11 13 6 17 4 5 14 15 0 14 14 5
split_gain=56.1675 23.0545 18.1115 14.4829 12.6097 11.9929 11.3661 10.9361 10.2765 11.0868 9.46218 13.1903 9.77575 9.17839 8.61439 12.223 8.37259 9.594 15.8078 11.2766 10.3971 8.15333 8.06735 11.5131 12.2275 12.4249 16.7716 9.92882 9.46591 10.715
threshold=-12120.499999999998 0 1.0000000180025095e-35 -96.499999999999986 26.500000000000004 -18683.999999999996 0.015150000000000002 0.018550000000000001 -16821.999999999996 -656.49999999999989 14.500000000000002 22164.750000000004 -3907.4999999999995 -444.99999999999994 -1084.4999999999998 0.0073500000000000015 -11893.499999999998 27009.000000000004 -3066.4999999999995 52779.510000000002 0.041500000000000009 0.12320000000000002 1 -11319.499999999998 29864.250000000004 0.76805000000000012 2 38101.500000000007 20686.500000000004 -9421.9999999999982
decision_type=2 1 2 8 8 2 10 10 2 10 8 10 2 2 10 8 2 8 2 8 8 8 1 2 2 8 1 2 2 2
left_child=1 2 3 -1 14 -4 8 13 9 -3 -5 12 -12 16 -2 -16 -6 18 -18 20 -19 -14 23 -21 28 -26 -27 -28 -25 -30
right_child=4 6 5 10 7 -7 -8 -9 -10 -11 11 -13 21 -15 15 -17 17 19 -20 22 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-0.0014216861949009406 -0.003149273210308398 -0.0056126752778499411 0.00068395379904513274 -0.0021857590978488083 0.021615150658924193 0.017592116751352926 -0.0075544741577029204 -0.0012617191275275 -0.0001271850787067307 0.00097064857008205292 0.00088557132240696835 0.031972111326618612 -0.00051278059122218124 -0.002901311774945018 0.02896233304932775 0.0032562230580166704 0.0054681086310794059 0.016674217231935833 0.031235241103008772 -0.00010569962467037185 -0.0082550876116861179 0.024244836438468368 0.0038014747683478844 0.017419038567473649 0.00056579794833538195 0.052204689959597039 0.03286846614068191 0.0033132812110207052 -0.0028062377042127758 0.019908564251492216
leaf_count=1406 309 1625 86 103 61 120 723 163 1480 441 118 26 21 80 22 320 55 25 45 78 93 47 227 110 20 25 27 24 87 33
internal_value=0 -0.172294 0.150464 0.0230901 0.537351 1.10171 -0.327392 0.749101 -0.242031 -0.414827 0.687882 1.0856 0.743177 0.878424 0.132731 0.513324 0.971734 0.881459 1.81675 0.739885 -0.260923 1.69456 0.918935 1.19944 1.47049 2.46243 3.05809 1.94203 1.04067 0.366034
internal_count=8000 6196 1927 1721 1804 206 4269 1153 3546 2066 315 212 186 990 651 342 910 849 100 749 118 68 631 404 326 96 76 51 230 120
cat_boundaries=0 1 2 3
cat_threshold=2 16 2
shrinkage=0.01


Tree=16
num_leaves=31
num_cat=4
split_feature=5 0 13 18 13 16 11 18 9 6 4 7 11 9 6 11 5 9 18 17 14 13 19 13 13 16 19 15 4 2
split_gain=54.9384 21.0444 18.684 11.3246 13.8479 12.8638 11.2511 11.0156 10.84 10.6331 10.5885 14.426 10.3579 9.80598 10.4651 10.3672 9.20285 10.9478 8.54019 12.3026 10.654 8.07592 7.92064 8.33737 7.84548 7.20522 7.59133 6.90888 6.88943 7.09566
threshold=-12542.499999999998 0 31545.000000000004 0.015050000000000003 29497.500000000004 26.500000000000004 -9072.9999999999982 0.010950000000000001 -96.499999999999986 0.015150000000000002 1 1.0000000180025095e-35 -592.99999999999989 -1220.4999999999998 0.025550000000000003 -1107.4999999999998 -16821.999999999996 -656.49999999999989 1.0000000180025095e-35 0.20660000000000003 14388.750000000002 18544.500000000004 1.5000000000000002 60314.130000000012 90922.500000000015 17.500000000000004 2.5000000000000004 0.98365000000000014 2 3
decision_type=2 1 10 10 8 8 2 10 8 10 1 2 2 8 8 2 2 10 8 8 2 10 2 8 10 8 2 8 1 1
left_child=1 2 6 4 12 -6 -1 13 22 16 11 -7 18 -8 -15 21 17 -3 -2 -20 -21 28 23 -4 -12 -18 -27 -5 -16 -30
right_child=3 9 8 27 5 10 7 -9 -10 -11 24 -13 -14 14 15 -17 25 -19 19 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.005159196392839756 0.029681882053561589 -0.0055831637554918994 0.023304130648929968 -0.0049836271452703427 5.1141218927370551e-06 0.0073952202888257447 0.0014055625037890033 -0.004047703548429411 0.016919308849067789 -0.0075976583356335567 0.006974927154050568 0.022148483798615379 -0.010839984349988721 -0.00086734601366537294 -0.0060252657059164843 0.032115397904086393 -0.0050218349257132909 0.00096015691986041667 -0.0109692306962878 -0.0031201690747711414 0.019412477242774045 0.033733731197979566 -0.0028031902475172989 0.0015209677257507191 -0.0035306317406194197 0.003792597543081172 -0.0025679594870284326 0.0065919839820207096 0.018892283243069075 0.0031887056300757394
leaf_count=87 34 1625 25 221 526 536 104 71 33 698 183 77 23 47 24 39 321 441 25 31 128 22 1115 94 172 625 416 97 109 51
internal_value=0 -0.186015 0.132309 0.486775 0.593807 0.46257 0.660498 0.871086 -0.118399 -0.336243 0.691474 0.956601 1.33015 1.09523 1.40873 1.69246 -0.252268 -0.412135 1.52808 1.23207 1.54994 1.36326 -0.180982 0.681179 0.200432 -0.0215432 0.125255 -0.144545 1.12746 1.3886
internal_count=8000 5947 1821 2053 1735 1494 554 467 1267 4126 968 613 241 396 292 245 3428 2066 218 184 159 206 1234 119 355 1362 1041 318 184 160
cat_boundaries=0 1 2 3 4
cat_threshold=2 16 2 2
shrinkage=0.01


Tree=17
num_leaves=31
num_cat=3
split_feature=5 0 7 9 16 5 6 18 5 9 16 13 11 17 9 6 11 17 14 2 11 18 5 13 14 11 0 14 14 19
split_gain=53.7291 22.2791 17.5065 13.7565 11.9113 11.3812 11.1679 10.2837 10.0017 10.3738 9.11389 12.0702 9.20197 8.83246 8.38568 11.6485 7.88508 11.9053 7.93478 7.63021 7.5431 7.92369 7.99423 9.97369 7.96521 16.1617 17.556 10.2994 7.73702 7.70077
threshold=-12120.499999999998 0 1.0000000180025095e-35 -96.499999999999986 26.500000000000004 -18683.999999999996 0.015150000000000002 0.018550000000000001 -16141.999999999998 -656.49999999999989 14.500000000000002 22164.750000000004 -3907.4999999999995 1.0000000180025095e-35 -1084.4999999999998 0.0073500000000000015 -6425.9999999999991 0.042800000000000012 21892.500000000004 1 -415.99999999999994 0.0092500000000000013 -11893.499999999998 531783.00000000012 31158.000000000004 -2813.4999999999995 2 25663.500000000004 38940.750000000007 2.5000000000000004
decision_type=2 1 2 8 8 2 10 10 2 10 8 10 2 10 10 8 2 8 2 1 2 10 2 10 2 2 1 2 2 2
left_child=1 2 3 -1 14 -4 8 13 9 -3 -5 12 -12 20 -2 -16 -7 -18 -19 -14 21 22 -6 24 27 29 28 -24 -27 -26
right_child=4 6 5 10 7 16 -8 -9 -10 -11 11 -13 19 -15 15 -17 17 18 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0014070528197223269 -0.0031351756335707319 -0.0052858656108924415 0.00067418559594034058 -0.0022397959805922655 0.021951072213344448 0.030583639101644487 -0.0075006774267702796 -0.0012379078489948426 0.00015982379269365252 0.00074622043392923111 0.00083770677997700618 0.030285224066659781 0.023218275664100667 -0.00023163590296062264 0.02800752130327322 0.0031852357690015545 -0.0068717375286109278 0.0013278237647849959 0.027691455723898174 -0.00058301236738594593 -0.0025091672049558358 0.030542379832904563 0.010464233766375156 -0.0061338836202444545 0.0021268706035533179 0.03336109617190372 0.055026344916196152 -0.0011133523054051532 0.0058134464327648126 0.019762061182767448
leaf_count=1406 309 1773 86 103 56 31 723 163 1278 495 118 26 47 122 22 320 28 20 41 21 61 22 372 49 79 20 20 119 26 44
internal_value=0 -0.169509 0.147006 0.0213413 0.522669 1.07681 -0.322787 0.726747 -0.238308 -0.390568 0.664513 1.05068 0.721077 0.850509 0.129308 0.502931 1.70887 1.17622 1.98853 1.63088 0.969049 1.05138 0.995147 0.897785 1.00207 1.58785 2.90669 0.7724 1.77329 0.852938
internal_count=8000 6196 1927 1721 1804 206 4269 1153 3546 2268 315 212 186 990 651 342 120 89 61 68 868 807 785 729 680 189 66 491 46 123
cat_boundaries=0 1 2 3
cat_threshold=2 2 1
shrinkage=0.01


Tree=18
num_leaves=31
num_cat=2
split_feature=5 0 13 11 18 13 16 18 6 4 7 9 11 7 9 6 9 18 5 9 18 17 14 19 13 13 16 19 16 11
split_gain=52.5635 20.3344 18.0462 10.8562 10.784 13.2492 12.147 10.6381 10.4515 10.1379 13.6429 10.132 9.94032 9.31307 15.5078 16.5887 10.445 9.51613 8.95649 10.685 8.00863 11.8053 10.1409 7.73042 7.91664 7.5698 7.08993 7.43857 7.02155 11.6688
threshold=-12542.499999999998 0 31545.000000000004 -9072.9999999999982 0.015050000000000003 29497.500000000004 26.500000000000004 0.010950000000000001 0.015150000000000002 1 1.0000000180025095e-35 -96.499999999999986 -592.99999999999989 1.0000000180025095e-35 -1220.4999999999998 0.025550000000000003 -516.49999999999989 0.00085000000000000017 -16821.999999999996 -656.49999999999989 1.0000000180025095e-35 0.20660000000000003 14388.750000000002 1.5000000000000002 60314.130000000012 90922.500000000015 17.500000000000004 2.5000000000000004 14.500000000000002 -3568.4999999999995
decision_type=2 1 10 2 10 8 8 10 10 1 2 8 2 2 8 8 10 8 2 10 8 8 2 2 8 10 8 2 8 2
left_child=1 2 3 -1 5 12 -7 13 18 10 -8 23 20 14 -5 -16 17 -17 19 -3 -2 -22 -23 24 -4 -11 -20 -28 -19 -30
right_child=4 8 11 7 -6 6 9 -9 -10 25 -12 -13 -14 -15 15 16 -18 28 26 -21 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0051336363657760679 0.028568864578000081 -0.0055256854815748059 0.02256049179639457 -0.0040037898088467897 -0.001433076622872804 -6.8346522684599533e-06 0.0071559514894655478 -0.004048065390456693 -0.0075435441682677228 0.0067389331254006091 0.021351335806012894 0.016060354953358488 -0.0108338090867603 0.024638563978206806 -0.0079218787875523448 0.036421014441988475 0.037901061016657321 0.0014651183249541346 -0.0049909346694240906 0.00094173518192356396 -0.010961982348483395 -0.0031493665567212158 0.018767283142418038 -0.002780583301517489 0.0015033077751516156 -0.0035457968385473508 0.0037504882444617262 -0.0025466838244021851 0.0067292049321493724 0.028653700090163978
leaf_count=87 34 1625 25 95 318 526 536 71 698 183 77 33 23 43 40 20 23 62 321 441 25 31 128 1115 94 172 625 416 69 44
internal_value=0 -0.182992 0.129202 0.645607 0.47359 0.57711 0.44889 0.850278 -0.331471 0.66927 0.926381 -0.117958 1.29172 1.06818 0.866851 1.28935 1.65622 1.39117 -0.248336 -0.406884 1.48197 1.19597 1.50145 -0.179419 0.669383 0.190005 -0.0209584 0.124321 1.13382 1.61625
internal_count=8000 5947 1821 554 2053 1735 1494 467 4126 968 613 1267 241 396 353 258 218 195 3428 2066 218 184 159 1234 119 355 1362 1041 175 113
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=19
num_leaves=31
num_cat=2
split_feature=5 0 13 18 7 9 16 6 19 5 9 18 11 5 5 14 11 17 18 9 6 14 14 11 18 5 13 14 11 0
split_gain=51.4087 21.5278 16.7845 12.283 13.8965 16.9979 11.2622 10.9731 10.8185 9.72227 10.1101 9.67616 9.00907 11.5601 11.0865 9.15057 9.05745 8.44738 8.24219 8.16118 11.0994 7.49882 17.0383 7.1838 7.4564 7.59024 9.56449 7.59878 15.0471 15.8465
threshold=-12120.499999999998 0 31545.000000000004 0.0050500000000000015 1.0000000180025095e-35 -516.49999999999989 26.500000000000004 0.015150000000000002 1.5000000000000002 -16141.999999999998 -656.49999999999989 0.018550000000000001 -4329.4999999999991 -17676.499999999996 -14389.499999999998 22531.500000000004 -3066.4999999999995 1.0000000180025095e-35 0.0016000000000000001 -1084.4999999999998 0.010350000000000002 23060.250000000004 18112.500000000004 -415.99999999999994 0.0092500000000000013 -11893.499999999998 531783.00000000012 31158.000000000004 -2813.4999999999995 1
decision_type=2 1 10 10 2 10 8 10 2 2 10 10 2 2 2 2 2 10 10 10 8 2 2 2 10 2 10 2 2 1
left_child=1 2 3 4 5 12 19 9 18 10 -3 17 -1 16 -15 -16 -14 23 -4 -2 -21 22 -13 24 25 -8 27 -27 -29 -30
right_child=6 7 8 -5 -6 -7 11 -9 -10 -11 -12 21 13 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.00074932510020189226 -0.0031207422162816377 -0.0052290864610889777 0.013519051969273315 -0.0043302054645663083 0.02401933179079312 0.030851250191933997 0.021192521983091361 -0.0074470623772849333 -0.0020273771503527761 0.00015763378282934514 0.00072860541000793885 -0.0052264362722561188 0.040237964761950067 -0.008663186749139979 -0.0057593272312924174 0.020803039552195281 0.012718548108149399 -0.00028998086181354757 -0.0070591874865336621 0.025102739962583911 0.0029372512788697104 -0.0080376347696531781 0.032225627195203867 -0.0025194067009197034 0.029327400380523078 0.0074598274515702712 -0.0061283958597295341 0.0082714584008856881 0.017101909713751206 0.051834024647461563
leaf_count=215 309 1773 99 112 51 29 56 723 1204 1278 495 47 20 54 23 47 41 122 32 27 315 93 23 61 22 491 49 123 46 20
internal_value=0 -0.166771 0.143637 0.622205 0.858555 0.634783 0.50851 -0.318228 -0.0899304 -0.234622 -0.385529 0.705335 0.437384 0.978094 0.352728 1.23517 2.14639 0.823854 0.860447 0.125925 0.492675 -0.121393 0.766126 0.938531 1.01779 0.963242 0.868639 0.969272 1.53576 2.78599
internal_count=8000 6196 1927 592 480 429 1804 4269 1335 3546 2268 1153 400 185 124 70 61 990 131 651 342 163 70 868 807 785 729 680 189 66
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=20
num_leaves=31
num_cat=2
split_feature=5 0 13 11 18 13 16 6 18 9 11 7 4 5 9 9 15 11 11 11 11 5 19 13 9 9 11 5 9 16
split_gain=50.2863 19.6526 17.181 10.4332 10.2732 12.6409 11.4833 10.2712 10.0184 9.82541 9.54329 9.28475 9.03421 8.71563 10.4273 8.64189 9.61998 10.3939 8.38804 7.58711 12.5459 7.73389 7.37772 7.50189 7.26176 20.4611 7.23592 7.04984 7.92275 6.97632
threshold=-12542.499999999998 0 31545.000000000004 -9072.9999999999982 0.015050000000000003 29497.500000000004 32.500000000000007 0.015150000000000002 0.010950000000000001 -96.499999999999986 -592.99999999999989 1.0000000180025095e-35 1 -16821.999999999996 -656.49999999999989 -1220.4999999999998 0.79420000000000013 -415.99999999999994 -1911.9999999999998 -3276.9999999999995 -2675.9999999999995 -9421.9999999999982 1.5000000000000002 60314.130000000012 -164.49999999999997 -405.49999999999994 -2636.4999999999995 -11129.499999999998 -1005.4999999999999 17.500000000000004
decision_type=2 1 10 2 10 8 8 10 10 8 2 2 1 2 10 8 8 2 2 2 2 2 2 8 10 10 2 2 10 8
left_child=1 2 3 -1 5 10 -7 13 15 22 19 18 -13 14 -3 -5 -17 -18 24 21 -21 -2 23 -4 25 26 -8 -22 -29 -15
right_child=4 7 9 8 -6 6 11 -9 -10 -11 -12 12 -14 29 -16 16 17 -19 -20 20 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0051194950849586763 0.012202744716153449 -0.0054683761972974462 0.021684380166360765 0.0013499166413827352 -0.0014211783049896851 3.7255272051359686e-05 0.0038616307934096071 -0.0074893654117428763 -0.0039918801938588688 0.015708868511655025 -0.01082852247975118 0.020633916792005037 0.0020222230247648105 -0.0049601248949726817 0.00092372752428025978 -3.0312320394746965e-05 0.013725743726859821 0.037431228066432141 0.00020434803420878116 0.042806655940104944 0.0038525887598440806 -0.011056463252371109 -0.0027436396791846308 0.0013982067144999357 -0.0057018682744193984 0.023356968888176132 0.017923853601351559 0.0081764095632606126 0.034445653162755899 0.0012339264521862724
leaf_count=87 98 1625 25 104 318 534 373 698 71 33 23 77 47 321 441 53 219 20 284 20 36 20 1115 94 48 83 48 20 24 1041
internal_value=0 -0.179993 0.12625 0.626707 0.460792 0.560959 0.435819 -0.326743 0.824956 -0.116087 1.25344 0.650926 1.46557 -0.244451 -0.401671 1.03286 1.31889 1.60405 0.512751 1.43639 2.06154 0.850232 -0.177108 0.646418 0.754344 0.870235 0.549276 1.49728 2.29091 -0.0203841
internal_count=8000 5947 1821 554 2053 1735 1494 4126 467 1267 241 960 124 3428 2066 396 292 239 836 218 100 118 1234 119 552 504 421 80 44 1362
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=21
num_leaves=31
num_cat=3
split_feature=5 0 7 9 6 17 13 16 11 5 9 18 5 9 16 13 11 11 17 14 13 11 2 9 13 9 4 7 9 13
split_gain=49.1839 20.8177 16.4412 12.5993 10.7795 10.7092 11.6796 12.2382 12.091 10.6537 9.59053 9.54569 9.43622 9.85263 8.55316 10.847 8.16419 7.41193 11.1679 7.34258 7.29948 7.24939 6.9608 6.87302 9.43421 9.85976 6.17712 11.7369 8.32848 7.12241
threshold=-12120.499999999998 0 1.0000000180025095e-35 -96.499999999999986 0.015150000000000002 1.0000000180025095e-35 29497.500000000004 26.500000000000004 -672.49999999999989 -18683.999999999996 -247.49999999999997 0.026050000000000004 -16141.999999999998 -656.49999999999989 14.500000000000002 22164.750000000004 -3907.4999999999995 -6425.9999999999991 0.042800000000000012 21892.500000000004 25638.030000000002 -1491.4999999999998 1 -1897.4999999999998 16363.440000000001 -588.49999999999989 2 1.0000000180025095e-35 -524.49999999999989 496417.50000000006
decision_type=2 1 2 8 10 10 8 8 2 2 10 10 2 10 8 10 2 2 8 2 8 2 1 8 8 10 1 2 8 10
left_child=1 2 3 -1 12 6 8 10 20 -4 -8 26 13 -3 -5 16 -16 -11 -19 -20 21 23 -18 -2 25 -25 27 29 -29 -9
right_child=5 4 9 14 -6 -7 7 11 -10 17 -12 -13 -14 -15 15 -17 22 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0013862805520338643 0.027458402941958639 -0.0051720560866597154 0.00056456057052938814 -0.0023287981728249162 -0.0073935606606810658 -0.00091078437800099421 -0.0019730228022100064 0.0094072847952625278 -0.010905872490678249 0.029184769441318287 0.014712447225725005 -0.0066146967850077842 0.00015303440381389188 0.00071228633861296538 0.000758923538635237 0.028189101418594192 0.021531675090367765 -0.0068931946429866154 0.0011072970426079403 0.026189075804114125 0.031532063969488384 0.026693494159140591 -0.00086132962226121584 0.0043379052289019534 -0.0044648337312984737 0.032332819785586879 0.0040134497194036552 0.038424896016789008 0.014781590128799989 -0.0073873094414165239
leaf_count=1406 20 1773 86 103 723 325 397 391 25 31 47 62 1278 495 118 26 47 28 20 41 25 30 21 34 48 22 282 21 43 32
internal_value=0 -0.164048 0.140516 0.0179882 -0.313742 0.494778 0.616064 0.486018 1.33533 1.03228 -0.00706722 0.720727 -0.231013 -0.380472 0.626083 0.993597 0.680427 1.63291 1.12049 1.88753 1.59601 1.32449 1.51424 0.957814 0.625044 1.5291 0.817124 1.03896 2.24746 0.816573
internal_count=8000 6196 1927 1721 4269 1804 1479 1275 204 206 444 831 3546 2268 315 212 186 120 89 61 179 154 68 124 104 56 769 487 64 423
cat_boundaries=0 1 2 3
cat_threshold=2 2 16
shrinkage=0.01


Tree=22
num_leaves=31
num_cat=2
split_feature=5 0 13 6 11 4 14 13 18 16 11 19 18 9 14 13 15 14 16 7 9 5 9 9 15 11 19 13 15 16
split_gain=48.1316 18.9873 16.6059 10.0922 10.0779 9.87662 11.0082 10.1142 9.93856 9.89376 10.1948 12.7124 9.68622 9.2042 9.10403 8.7001 10.288 13.2822 8.84575 11.2601 9.51873 8.48041 10.1746 8.20302 9.18348 9.5109 7.20199 7.13814 7.0459 6.86445
threshold=-12542.499999999998 0 31545.000000000004 0.015150000000000002 -9072.9999999999982 1 25546.500000000004 79071.075000000012 0.015050000000000003 12.500000000000002 -5858.9999999999991 2.5000000000000004 0.010950000000000001 -96.499999999999986 20994.750000000004 29497.500000000004 0.82035000000000013 17367.750000000004 26.500000000000004 1.0000000180025095e-35 -222.49999999999997 -16821.999999999996 -656.49999999999989 -1220.4999999999998 0.79420000000000013 -415.99999999999994 1.5000000000000002 60314.130000000012 0.68310000000000015 17.500000000000004
decision_type=2 1 10 10 2 1 2 10 10 8 2 2 10 8 2 8 8 2 8 2 10 2 10 8 8 2 2 8 8 8
left_child=1 2 4 21 -1 6 7 9 15 -2 -11 14 23 26 -12 16 -7 -18 20 28 -17 22 -3 -6 -25 -26 27 -4 -20 -23
right_child=5 3 13 -5 12 8 -8 -9 -10 10 11 -13 -14 -15 -16 18 17 -19 19 -21 -22 29 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0050937424901114263 -0.0064297008736025705 -0.0054112443604038274 0.021026864427414652 -0.0074351192028643655 0.0013280717601591254 0.033610382962413692 -0.0032989837771583486 -0.0017804151573481515 -0.0014033395350991453 -0.0050922098459055187 0.041292566960832104 0.0042482413900907937 -0.0039909158113487515 0.014946541049202003 0.012658595872586449 -0.00069424715828185089 -0.0057281373334699161 0.015835069115479931 0.021752667194830429 0.018213745608812539 0.019235084041654329 -0.0049293953404299616 0.00090611441893277797 -7.2634715595919973e-05 0.013366405058390608 0.035669736991797533 -0.0027212222050386342 0.0013823599002486533 0.0052836622043505189 0.0012247457401649571
leaf_count=87 29 1625 25 698 104 22 359 110 208 21 37 32 71 33 20 335 45 119 32 86 32 321 441 53 219 20 1115 94 566 1041
internal_value=0 -0.177052 0.123311 -0.322058 0.612935 0.44855 0.0684548 0.633995 0.600236 1.25078 1.706 2.20338 0.805834 -0.115637 3.14932 0.70984 1.34841 1.0609 0.5821 0.796637 0.118183 -0.24061 -0.396496 1.00821 1.28372 1.55871 -0.175561 0.635458 0.615829 -0.0198157
internal_count=8000 5947 1821 4126 554 2053 608 249 1445 139 110 89 467 1267 57 1237 186 164 1051 684 367 3428 2066 396 292 239 1234 119 598 1362
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=23
num_leaves=31
num_cat=2
split_feature=5 0 7 9 5 17 13 16 11 5 18 9 16 11 9 9 18 5 18 17 14 9 9 13 14 9 9 9 2 19
split_gain=47.0831 20.1056 15.8948 11.9508 10.5889 10.2738 10.8828 11.599 11.5458 10.149 9.15546 9.12492 8.23231 10.0877 8.47714 7.05373 15.095 8.51276 6.60199 13.1181 7.7566 6.28698 11.2414 16.0194 5.82352 7.78529 8.33862 9.09374 7.87132 7.45526
threshold=-12120.499999999998 0 1.0000000180025095e-35 -96.499999999999986 -18860.499999999996 1.0000000180025095e-35 29497.500000000004 26.500000000000004 -672.49999999999989 -18683.999999999996 0.026050000000000004 -247.49999999999997 14.500000000000002 -6534.4999999999991 -96.499999999999986 -638.49999999999989 0.0056500000000000014 -15351.499999999998 1.0000000180025095e-35 1.0000000180025095e-35 14388.750000000002 -1719.4999999999998 -682.49999999999989 20524.500000000004 40079.250000000007 -1494.4999999999998 -1296.4999999999998 -1343.4999999999998 1 2.5000000000000004
decision_type=2 1 2 8 2 10 8 8 2 2 10 10 8 2 10 10 10 2 8 8 2 8 10 10 2 8 8 10 1 2
left_child=1 2 3 -1 -3 6 8 11 18 -4 -9 -8 -5 -14 -15 16 17 -11 -2 -20 -21 -22 -23 -24 25 -6 27 28 29 -27
right_child=5 4 9 12 24 -7 7 10 -10 15 -12 -13 13 14 -16 -17 -18 -19 19 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0013705924389823989 0.030948384748848798 -0.0052773397041820051 0.0005491194222447816 -0.0023744822514026294 -0.0039597013194230405 -0.00092271782749051142 -0.0019464603228542103 0.0079348037096231075 -0.010903323848006659 0.040506610385593944 -0.0065818885559699395 0.01419161325204157 0.00019672708390983153 0.011159756355221637 0.032613819874936757 0.00096459363612931483 -0.0023072921456181385 0.017723743416881644 -0.010969387698238874 -0.0013169222546196985 0.03410072423186316 0.0024494394520984601 0.041274467470891384 0.0058537139767349698 -0.0054153742696766574 0.019006833904911195 -6.3775529471740596e-06 0.030973993942663661 -0.010860429915285748 -0.0053764508461921472
leaf_count=1406 21 1856 86 103 658 325 397 769 25 28 62 47 88 104 20 28 25 39 25 24 23 37 27 22 433 56 1188 23 30 25
internal_value=0 -0.161388 0.13724 0.0163693 -0.309249 0.481654 0.599554 0.473849 1.28689 1.00933 0.700378 -0.00701087 0.604515 0.961354 1.51801 1.58865 2.0025 2.75839 1.53628 1.29595 1.65495 1.9819 1.58971 2.53898 -0.15011 -0.0656764 0.0969485 0.976767 0.534535 1.13989
internal_count=8000 6196 1927 1721 4269 1804 1479 1275 204 206 831 444 315 212 124 120 92 67 179 158 133 109 86 49 2413 1980 1322 134 111 81
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=24
num_leaves=31
num_cat=2
split_feature=5 0 13 6 11 4 14 13 18 16 11 19 18 9 7 9 15 9 5 9 14 13 15 14 16 7 9 16 19 13
split_gain=46.0828 18.3408 16.0219 10.0253 9.73141 9.52474 10.7066 9.72919 9.40735 9.38517 9.62316 11.7957 9.07774 8.66384 8.59565 13.5791 10.4812 12.4989 8.28538 10.0709 8.21401 8.04299 9.52929 12.4743 8.31919 10.7096 8.97854 7.71906 7.03751 6.83434
threshold=-12542.499999999998 0 31545.000000000004 0.015150000000000002 -9346.9999999999982 1 25546.500000000004 79071.075000000012 0.015050000000000003 12.500000000000002 -5858.9999999999991 2.5000000000000004 0.010950000000000001 -96.499999999999986 1.0000000180025095e-35 -1364.4999999999998 0.79420000000000013 -516.49999999999989 -16821.999999999996 -656.49999999999989 20994.750000000004 29497.500000000004 0.82035000000000013 17367.750000000004 26.500000000000004 1.0000000180025095e-35 -222.49999999999997 4.5000000000000009 1.5000000000000002 60314.130000000012
decision_type=2 1 10 10 2 1 2 10 10 8 2 2 10 8 2 8 8 10 2 10 2 8 8 2 8 2 10 10 2 8
left_child=1 2 4 18 -1 6 7 9 21 -2 -11 20 14 28 15 -6 -17 -18 19 -3 -12 22 -7 -24 26 -26 -23 -16 29 -4
right_child=5 3 13 -5 12 8 -8 -9 -10 10 11 -13 -14 -15 27 16 17 -19 -20 -21 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0059244147630065939 -0.0063879231409462488 -0.0053587571460422291 0.020463140306758391 -0.0073956035692378744 -0.004920635109917997 0.031993574600577758 -0.0032996982566948357 -0.0017957711155960746 -0.0013727938287111904 -0.0050773842431598697 0.0392004255518415 0.0041153575810591427 -0.0039751343958185021 0.014281253906751432 0.03337368181380905 -0.0035397911340543714 0.011499359706534894 0.03760330118616851 -0.0001804183441889033 0.0009383687034821423 0.012309220592948662 -0.00067509891785934469 -0.0057025484472929136 0.015169009802493801 0.0059753189562602336 0.017631005110084665 0.018467262615161951 0.007773226291405335 -0.0026983823522699858 0.0013635489416138405
leaf_count=77 29 1625 25 698 88 22 359 110 208 21 37 32 71 33 24 48 203 21 1362 441 20 335 45 119 598 86 32 22 1115 94
internal_value=0 -0.174162 0.120415 -0.317418 0.598959 0.436754 0.0638715 0.618337 0.584856 1.21715 1.65187 2.12465 0.773145 -0.115026 0.962687 0.766894 1.12133 1.42051 -0.236202 -0.391068 3.01516 0.690387 1.29803 1.02141 0.567492 0.773647 0.117039 2.20953 -0.173931 0.625341
internal_count=8000 5947 1821 4126 554 2053 608 249 1445 139 110 89 477 1267 406 360 272 224 3428 2066 57 1237 186 164 1051 684 367 46 1234 119
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=25
num_leaves=31
num_cat=2
split_feature=5 0 7 9 6 17 13 11 16 5 5 9 18 9 16 11 9 11 17 14 13 11 9 13 9 5 6 18 13 0
split_gain=45.0758 19.4161 15.1981 11.3786 10.5192 9.86497 10.1599 11.0435 10.9976 9.63454 8.96666 9.49778 8.78639 8.68839 7.94263 9.518 7.6743 6.8743 10.3306 6.65579 6.28298 6.37279 6.27304 8.78593 8.81206 5.6489 5.81077 5.68026 7.14322 6.61311
threshold=-12120.499999999998 0 1.0000000180025095e-35 -96.499999999999986 0.015150000000000002 1.0000000180025095e-35 29497.500000000004 -672.49999999999989 26.500000000000004 -18683.999999999996 -16141.999999999998 -656.49999999999989 0.026050000000000004 -247.49999999999997 14.500000000000002 -6534.4999999999991 -96.499999999999986 -6425.9999999999991 0.042800000000000012 21892.500000000004 25638.030000000002 -1491.4999999999998 -1897.4999999999998 16363.440000000001 -588.49999999999989 -10070.999999999998 0.028850000000000004 0.0062500000000000012 38749.500000000007 1
decision_type=2 1 2 8 10 10 8 2 8 2 2 10 10 10 8 2 10 2 8 2 8 2 8 8 10 2 10 10 8 1
left_child=1 2 3 -1 10 6 7 20 13 -4 11 -3 25 -8 -5 -16 -17 -11 -19 -20 21 22 -2 24 -24 27 -27 28 -10 -30
right_child=5 4 9 14 -6 -7 8 -9 12 17 -12 -13 -14 -15 15 16 -18 18 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0013523692733015571 0.025526833445056202 -0.005064521408638425 0.00050298619426343007 -0.0024099656906314726 -0.007301406230728281 -0.00093509101450139854 -0.0019201589144318357 -0.010900689276693347 -0.0071048434265152819 0.027495809474070342 0.00016540437842410606 0.00072634066398830012 -0.0065491378633316588 0.013700144082755532 0.00016540405298813549 0.010823679108939411 0.03089991175089157 -0.0069348237707058079 0.00083812279200818685 0.024392508253256881 0.028775185148901185 0.02453824809057251 0.0038995474661661614 -0.0045981784495891269 0.02977458977720927 0.0025896706100290833 0.02089009378090775 0.027172627240362856 0.0075209148535301442 0.016544008330284597
leaf_count=1406 20 1773 86 103 723 325 397 25 30 31 1278 495 62 47 88 104 20 28 20 41 25 30 34 48 22 265 21 20 305 128
internal_value=0 -0.15876 0.134056 0.0153057 -0.304788 0.468959 0.58365 1.24149 0.462062 0.981082 -0.223164 -0.370319 0.680783 -0.00695078 0.585673 0.932872 1.46587 1.53823 1.04994 1.7653 1.48053 1.23028 0.888561 0.57217 1.4226 0.770757 0.394841 0.990138 0.914103 1.02023
internal_count=8000 6196 1927 1721 4269 1804 1479 204 1275 206 3546 2268 831 444 315 212 124 120 89 61 179 154 124 104 56 769 286 483 463 433
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=26
num_leaves=31
num_cat=2
split_feature=5 0 13 6 18 4 14 13 7 9 16 11 19 18 9 5 9 14 13 15 14 6 6 13 14 14 9 15 14 14
split_gain=44.1289 17.7144 15.4789 9.84713 9.42812 9.18647 10.433 9.39147 9.04161 9.8924 8.96495 9.09923 10.9782 8.95293 8.16698 8.05949 9.8236 7.47738 7.47687 8.86243 11.8867 7.96674 8.81782 8.54842 8.28 15.7585 15.5374 12.0266 11.0056 10.0291
threshold=-12542.499999999998 0 31545.000000000004 0.015150000000000002 0.010950000000000001 1 25546.500000000004 79071.075000000012 1.0000000180025095e-35 -516.49999999999989 12.500000000000002 -5858.9999999999991 2.5000000000000004 0.015050000000000003 -96.499999999999986 -16821.999999999996 -656.49999999999989 20994.750000000004 29497.500000000004 0.82035000000000013 17367.750000000004 0.039550000000000009 0.028750000000000001 52779.510000000002 30451.500000000004 33050.250000000007 -433.49999999999994 0.84645000000000004 17174.250000000004 14798.250000000002
decision_type=2 1 10 10 10 1 2 10 2 10 8 2 2 10 8 2 10 2 8 8 2 10 10 8 2 2 8 8 2 2
left_child=1 2 4 15 8 6 7 10 9 -1 -2 -12 17 18 -4 16 -3 -13 19 -7 -21 22 23 -20 28 26 -26 -27 29 -25
right_child=5 3 14 -5 -6 13 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 21 20 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.0042248898546719807 -0.0063572672486998183 -0.0053019735406178289 -0.0017240404538379273 -0.0073412367597948079 -0.0050686121422343199 0.030545928977089156 -0.0033013127939646109 -0.0018124048985582205 0.019636614298013347 0.023603613556655825 -0.0050470412891176113 0.03737504270001038 0.0040119243699018097 -0.001355526758031452 0.013663868682502068 -0.00017516426897677077 0.00092042685409149448 0.011983099206317058 -0.0014397194658019258 -0.0057098574052737291 0.01461061684646147 -0.0050179128770010467 0.024872928767633549 0.0062540537370966015 0.01183940732096081 -0.0082024282149911285 0.050757099097833852 0.012839523133389942 0.0015760453799463594 0.023052151515052261
leaf_count=387 29 1625 1234 698 85 22 359 110 52 30 21 37 32 208 33 1362 441 20 165 45 119 79 28 125 26 41 20 137 371 59
internal_value=0 -0.171316 0.117592 -0.312822 0.58576 0.425364 0.0595064 0.603882 0.768518 0.581486 1.18684 1.60456 2.05487 0.569995 -0.114499 -0.232459 -0.38597 2.89578 0.67198 1.25228 0.985581 0.553459 0.637091 0.580112 0.725604 1.27087 3.01066 0.811576 0.500863 1.17096
internal_count=8000 5947 1821 4126 554 2053 608 249 469 417 139 110 89 1445 1267 3428 2066 57 1237 186 164 1051 972 944 779 224 46 178 555 184
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=27
num_leaves=31
num_cat=2
split_feature=5 0 13 6 11 4 14 13 18 18 16 11 19 19 5 5 9 14 14 16 16 5 9 19 13 15 14 16 7 9
split_gain=43.1622 17.4155 15.0998 9.75813 9.37571 8.92914 10.197 9.0862 8.78266 8.69774 8.63658 8.69689 10.3139 8.09447 8.08312 9.76785 11.3875 10.8913 10.6803 9.37149 8.48787 7.94592 9.25134 7.43329 7.19643 8.35297 11.4853 7.79577 10.1059 8.39434
threshold=-12542.499999999998 0 31545.000000000004 0.015150000000000002 -9072.9999999999982 1 25546.500000000004 79071.075000000012 0.0050500000000000015 0.015050000000000003 12.500000000000002 -5858.9999999999991 2.5000000000000004 1.5000000000000002 -22383.499999999996 -17595.499999999996 -1374.4999999999998 39440.250000000007 31599.000000000004 8.5000000000000018 14.500000000000002 -16141.999999999998 -656.49999999999989 2.5000000000000004 29497.500000000004 0.82035000000000013 17367.750000000004 26.500000000000004 1.0000000180025095e-35 -222.49999999999997
decision_type=2 1 10 10 2 1 2 10 10 10 8 2 2 2 2 2 8 2 2 10 8 2 10 2 8 8 2 8 2 10
left_child=1 2 4 21 -1 6 7 10 14 24 -2 -12 -13 -4 -6 18 -17 19 -16 -18 -20 22 -3 -23 25 -7 -27 29 -29 -26
right_child=5 3 13 -5 8 9 -8 -9 -10 -11 11 12 -14 -15 15 16 17 -19 20 -21 -22 23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.0050837089883459677 -0.0063273040512019721 -0.0050080208618137317 0.0071854024203835756 -0.0073139024368310884 -0.007277280874288191 0.029567165448217726 -0.0032772345492176756 -0.0017969784621243332 -0.0025310613715665555 -0.0013434985911903153 -0.0050174509708657165 0.02802011617962525 0.0039587756426206697 -0.0021572348226587888 0.026732960724448477 -0.0066156647637905189 0.012625719214741656 0.026077195641419654 -0.011039282455454654 -0.0060346005202460981 0.019629117787493013 0.002667980651262984 0.00071014333410468358 -0.0032220041696881217 -0.00070525049318652052 -0.005679216573261754 0.014305207941319785 0.0057228964327566603 0.016924333741190761 0.01755190794902764
leaf_count=87 29 1773 124 698 29 22 359 110 87 208 21 57 32 1143 72 60 91 42 20 46 20 653 495 507 335 45 119 598 86 32
internal_value=0 -0.16987 0.116303 -0.310531 0.577218 0.419674 0.0588423 0.594916 0.759302 0.561743 1.16388 1.56831 2.00134 -0.113472 0.972874 1.11458 0.72037 1.1176 1.91484 0.663981 0.536776 -0.230598 -0.365373 0.0112554 0.661723 1.22815 0.968491 0.545463 0.742863 0.109905
internal_count=8000 5947 1821 4126 554 2053 608 249 467 1445 139 110 89 1267 380 351 239 179 112 137 40 3428 2268 1160 1237 186 164 1051 684 367
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=28
num_leaves=31
num_cat=1
split_feature=5 0 7 9 6 17 13 11 16 5 5 9 18 9 16 11 9 11 17 14 13 11 9 13 9 5 11 13 18 13
split_gain=42.2556 18.4311 14.4808 10.7048 10.238 9.2981 9.23689 10.4668 10.3447 9.11603 8.56767 9.12938 8.3421 8.25519 7.58255 8.94396 7.08202 6.52353 9.88855 6.19968 5.54345 5.79257 5.8952 8.34305 8.30839 5.39728 5.74321 5.39183 5.37094 6.81412
threshold=-12120.499999999998 0 1.0000000180025095e-35 -96.499999999999986 0.015150000000000002 1.0000000180025095e-35 29497.500000000004 -672.49999999999989 26.500000000000004 -18683.999999999996 -16141.999999999998 -656.49999999999989 0.026050000000000004 -247.49999999999997 14.500000000000002 -6534.4999999999991 -96.499999999999986 -6425.9999999999991 0.042800000000000012 21892.500000000004 25638.030000000002 -1491.4999999999998 -1897.4999999999998 16363.440000000001 -588.49999999999989 -10070.999999999998 -854.49999999999989 904500.00000000012 0.0062500000000000012 38749.500000000007
decision_type=2 1 2 8 10 10 8 2 8 2 2 10 10 10 8 2 10 2 8 2 8 2 8 8 10 2 2 8 10 8
left_child=1 2 3 -1 10 6 7 20 13 -4 11 -3 25 -8 -5 -16 -17 -11 -19 -20 21 22 -2 24 -24 28 -27 -13 29 -10
right_child=5 4 9 14 -6 -7 8 -9 12 17 -12 27 -14 -15 15 16 -18 18 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0013389554762059058 0.024339198021622935 -0.0049793225635266147 0.00044386781929569983 -0.0024536541492773561 -0.0072212405667159618 -0.00095324455309698771 -0.0019210863673555026 -0.010905107882368091 -0.0070945299263467454 0.026488081266870581 0.00015907817828506442 -0.00014098496030653498 -0.0065152273172448885 0.013167524888413183 8.968264775518147e-05 0.010382866589962951 0.029365296932585987 -0.0069594716745003541 0.00076072285564547301 0.023360609829553663 0.026877243997110712 0.02315706056579328 0.0035803628061991904 -0.0046550099041396242 0.028361232989072008 0.0056395488184227249 -0.0081788792267070403 0.017931694843810159 0.026101697332860923 0.0098166594371954137
leaf_count=1406 20 1773 86 103 723 325 397 25 30 31 1278 473 62 47 88 104 20 28 20 41 25 30 34 48 22 245 41 22 20 433
internal_value=0 -0.15491 0.129453 0.0130315 -0.298229 0.450847 0.561038 1.18017 0.44499 0.950189 -0.217907 -0.36286 0.654951 -0.0100873 0.561978 0.897127 1.40566 1.48475 1.01141 1.69951 1.40732 1.17263 0.84758 0.541421 1.35577 0.741138 0.375521 0.0702622 0.953541 0.879792
internal_count=8000 6196 1927 1721 4269 1804 1479 204 1275 206 3546 2268 831 444 315 212 124 120 89 61 179 154 124 104 56 769 286 495 483 463
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=29
num_leaves=31
num_cat=2
split_feature=5 5 0 7 9 4 14 13 6 16 11 19 9 18 6 5 11 11 11 14 15 11 9 19 18 18 9 9 14 18
split_gain=41.3432 16.8853 11.3071 14.6809 11.8614 8.61792 9.92083 8.77143 8.34428 8.25078 8.23149 9.61678 7.47184 13.3008 7.44892 7.38348 10.124 7.14341 6.75818 6.70335 6.52006 7.59293 7.85383 7.63317 7.01382 6.83044 6.41924 7.20754 6.7779 6.31474
threshold=-12542.499999999998 -19736.499999999996 0 1.0000000180025095e-35 -96.499999999999986 1 25546.500000000004 79071.075000000012 0.039550000000000009 12.500000000000002 -5858.9999999999991 2.5000000000000004 -638.49999999999989 0.0055500000000000002 0.034350000000000006 -17676.499999999996 -3907.4999999999995 -121.49999999999999 -4189.4999999999991 20994.750000000004 0.60470000000000013 -9346.9999999999982 -738.99999999999989 2.5000000000000004 0.014750000000000001 0.0064500000000000009 -2619.4999999999995 -2276.4999999999995 25094.250000000004 0.044350000000000007
decision_type=2 2 1 2 8 1 2 10 10 8 2 2 10 10 10 2 2 2 2 2 8 2 10 2 8 10 8 8 2 10
left_child=1 -1 3 4 17 6 7 9 14 -2 -11 19 13 18 26 16 -6 -3 -5 -12 -4 -22 -23 25 -25 -24 -7 28 -28 -29
right_child=5 2 20 12 15 8 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 23 24 -26 -27 27 29 -30 -31
leaf_value=-0.0045297539276237912 -0.0062964360869585912 -0.0012717843327464619 0.012977258080835104 0.035549143588073429 0.00022483184361065542 -0.0042513220276892069 -0.0032755212406408996 -0.0018152374161911895 -0.0028453759356528337 -0.0049886833997833339 0.034638635816927964 0.003856284462331226 -0.002797141443823108 -0.0029591309075755849 0.026009311292744836 0.0045079405179283176 0.03060495809988591 0.019974640200376054 0.015356868514541546 0.011106713651356277 -0.0084330264765145723 -0.0027668902195672465 0.0068060990630986959 0.0077915924468419766 -0.008085602940336379 -0.005403627906093519 0.03422658329478849 0.0064807553848237097 0.0086869264618775286 -0.0060966597733106932
leaf_count=2002 29 997 41 28 22 70 359 110 134 21 37 32 27 27 21 173 26 21 37 20 245 1662 365 52 145 77 21 1115 29 55
internal_value=0 -0.167081 -0.030165 0.228496 0.0996655 0.408872 0.0546941 0.580558 0.547697 1.13459 1.52336 1.9363 1.29346 1.70477 0.627324 0.784947 1.89125 -0.0816612 2.43102 2.69393 -0.180034 -0.203925 -0.138582 0.206303 -0.397457 0.474451 0.594482 0.650176 1.9201 0.597225
internal_count=8000 5947 3945 1358 1239 2053 608 249 1445 139 110 89 119 92 1311 221 48 1018 65 57 2587 2546 2301 639 197 442 1290 1220 50 1170
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=30
num_leaves=31
num_cat=1
split_feature=5 0 7 9 6 17 13 9 9 18 9 5 9 5 18 11 14 18 13 16 16 11 14 13 9 14 9 5 17 18
split_gain=40.4691 17.8687 13.7748 10.2456 10.1487 8.91728 8.85373 11.4259 14.4252 8.70232 9.1515 8.37205 8.96206 8.21976 7.95818 7.84171 15.969 7.70116 7.38697 8.55896 7.32709 8.47868 6.96625 12.1502 9.54428 12.6733 6.59301 6.5677 6.91789 6.48306
threshold=-12120.499999999998 0 1.0000000180025095e-35 -96.499999999999986 0.015150000000000002 1.0000000180025095e-35 531783.00000000012 -411.49999999999994 -352.49999999999994 0.033350000000000012 -563.49999999999989 -16141.999999999998 -656.49999999999989 -18683.999999999996 0.015250000000000001 -4329.4999999999991 26183.250000000004 0.0079500000000000022 29497.500000000004 10.500000000000002 14.500000000000002 -6534.4999999999991 32276.250000000004 121245.75000000001 -839.49999999999989 36468.000000000007 -96.499999999999986 -11016.499999999998 1.0000000180025095e-35 0.00085000000000000017
decision_type=2 1 2 8 10 10 10 10 8 10 10 2 10 2 10 2 2 10 8 10 8 2 2 8 8 2 10 2 8 10
left_child=1 2 3 -1 11 6 7 14 -9 10 13 12 -3 -4 17 -15 -17 18 -2 22 -5 -22 -20 -24 -25 -26 -23 28 -8 -10
right_child=5 4 9 20 -6 -7 27 8 29 -11 -12 -13 -14 15 -16 16 -18 -19 19 -21 21 26 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0013150378847746952 0.011418186405538435 -0.0049279408558593821 0.0050204034234476924 -0.0024675421038218249 -0.0071818514916280017 -0.00095913044684153978 -0.010960311001111731 0.029918794276364808 0.0066816943949388752 -0.011032808045034129 -0.002746251252177815 0.00016851712808865877 0.00070771664929804399 0.031524668540180933 -0.0054036590076592421 -0.011159774062597506 0.027000454771461083 0.025329446572163256 0.0031058966105153366 -0.0037952158666496832 7.5642782310672194e-05 0.010087534329477836 -0.00064399970439328309 0.03374469927800558 0.035547402581066208 0.0045588144801597345 0.028177363362524698 -0.0094828732028893366 0.014710600292146837 0.02181761692019998
leaf_count=1406 146 1773 61 103 723 325 20 41 197 23 41 1278 495 35 97 20 26 20 459 163 88 104 69 30 20 62 20 80 36 39
internal_value=0 -0.152369 0.12714 0.0129664 -0.294107 0.439169 0.546317 0.626875 1.21744 0.922129 1.14757 -0.214143 -0.358083 1.52279 0.463392 2.11623 1.23432 0.548931 0.503483 0.364887 0.547382 0.874101 0.532489 1.09315 1.75425 1.17134 1.36313 -0.301802 0.60195 0.900603
internal_count=8000 6196 1927 1721 4269 1804 1479 1343 277 206 183 3546 2268 142 1066 81 46 969 949 803 315 212 640 181 112 82 124 136 56 236
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=31
num_leaves=31
num_cat=2
split_feature=5 5 0 7 9 4 14 13 6 16 11 19 6 16 5 9 18 11 15 11 9 19 18 18 9 9 14 14 18 17
split_gain=39.5941 16.5245 10.8774 13.7481 11.3121 8.30762 9.67931 8.44923 7.9959 7.90554 7.858 9.04064 7.11706 7.10671 11.3558 6.90846 12.2942 6.90507 6.35525 7.51103 7.66209 7.47148 6.91761 6.64087 6.22486 6.88903 6.33542 6.2243 8.37681 7.3864
threshold=-12542.499999999998 -19736.499999999996 0 1.0000000180025095e-35 -96.499999999999986 1 25546.500000000004 79071.075000000012 0.039550000000000009 12.500000000000002 -5858.9999999999991 2.5000000000000004 0.034350000000000006 14.500000000000002 -17595.499999999996 -638.49999999999989 0.0055500000000000002 -121.49999999999999 0.60470000000000013 -9346.9999999999982 -738.99999999999989 2.5000000000000004 0.014750000000000001 0.0064500000000000009 -2619.4999999999995 -2276.4999999999995 25094.250000000004 24369.750000000004 0.073650000000000007 0.12320000000000002
decision_type=2 2 1 2 8 1 2 10 10 8 2 2 10 8 2 10 10 2 8 2 10 2 8 10 8 8 2 2 10 8
left_child=1 -1 3 4 17 6 7 9 12 -2 -11 -12 24 -6 -15 16 -5 -3 -4 -20 -21 23 -23 -22 -7 26 -26 -27 29 -29
right_child=5 2 18 15 13 8 -8 -9 -10 10 11 -13 -14 14 -16 -17 -18 -19 19 20 21 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.0044830808037132266 -0.0062715628574221052 -0.0012486481697939712 0.012758028261892349 0.023095965213338242 -0.0012924620586569275 -0.0042541942990368172 -0.0032752819771027703 -0.0018189815286571739 -0.0028222529960870019 -0.0049842736811539804 0.025995948915733171 0.0037509350019970977 0.025198091700202922 0.027755443233288803 0.0065625008861568638 -0.0027599731801951212 -0.0029869032204082355 0.019483822658544463 -0.0083984030487242855 -0.002724961091762798 0.0067061633066229443 0.0076939304814304691 -0.0080591915561175169 -0.0053609786324384781 0.032899100712815307 0.0034660377394966991 0.0084670242525613747 0.0033128123952892458 -0.010887878173581016 0.011862521197317169
leaf_count=2002 29 997 41 65 76 70 359 110 134 21 57 32 21 31 114 27 27 21 245 1662 365 52 145 77 21 607 29 169 29 365
internal_value=0 -0.16432 -0.0290345 0.224032 0.0984019 0.39831 0.0508198 0.567719 0.533864 1.10659 1.48129 1.87797 0.611088 0.763376 1.15794 1.24398 1.63026 -0.0796778 -0.176574 -0.200351 -0.135484 0.20469 -0.394435 0.46889 0.578918 0.633293 1.86349 0.581505 0.836868 0.924366
internal_count=8000 5947 3945 1358 1239 2053 608 249 1445 139 110 89 1311 221 145 119 92 1018 2587 2546 2301 639 197 442 1290 1220 50 1170 563 534
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=32
num_leaves=31
num_cat=1
split_feature=5 5 0 7 5 14 11 13 17 13 9 9 18 18 13 16 14 13 9 14 5 13 5 17 18 18 9 11 5 14
split_gain=38.7621 17.4476 11.5922 15.8072 10.0986 12.2455 12.3534 8.73248 8.53506 8.52728 10.9577 13.467 7.70359 7.34216 7.1016 8.30904 6.70567 11.5475 8.86405 11.9034 6.5704 6.86029 6.45824 6.6931 6.39204 6.22058 8.02064 6.18037 8.56914 6.74443
threshold=-12120.499999999998 -19736.499999999996 0 1.0000000180025095e-35 -17595.499999999996 42907.500000000007 -760.49999999999989 142393.54500000001 1.0000000180025095e-35 531783.00000000012 -411.49999999999994 -352.49999999999994 0.015250000000000001 0.0079500000000000022 29497.500000000004 10.500000000000002 32276.250000000004 121245.75000000001 -839.49999999999989 36468.000000000007 -17942.999999999996 51309.000000000007 -11016.499999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.025750000000000006 -638.49999999999989 -9346.9999999999982 -19679.499999999996 40079.250000000007
decision_type=2 2 1 2 2 2 2 10 10 10 10 8 10 10 8 10 2 8 8 2 2 8 2 8 8 10 10 2 2 2
left_child=1 -1 3 4 5 6 7 20 9 10 12 -12 13 14 24 16 -16 -18 -19 -20 21 -3 23 -11 -2 26 -5 -4 -29 -30
right_child=8 2 27 25 -6 -7 -8 -9 -10 22 11 -13 -14 -15 15 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0044552464286451701 0.026170544585161309 -0.0037287252478678114 -0.0073561832253422887 0.019695513516638889 -0.00066205145546880978 -0.008553357497604816 0.032141709490390975 -0.0023587704176682273 -0.00095985313787267507 -0.010949605270814556 0.028726153204879572 0.0087763358293258004 -0.005388173894032843 0.024495121467338881 0.0030008448534547105 -0.0038013599799991298 -0.00066937939723530596 0.032328445788583828 0.034050937463167563 0.004410043638920536 0.029309255825241621 0.015722941705694094 -0.0094663933758534023 0.014316710697850043 0.0082958474411892313 -0.0052500678232553924 4.3356122437357045e-07 0.022760179198759247 -0.00042524353986788689 -0.0055938811337654338
leaf_count=2002 20 36 257 83 1048 54 24 79 325 20 41 236 97 20 459 163 69 30 20 62 25 65 80 36 126 20 30 22 2019 432
internal_value=0 -0.149868 -0.0186812 0.231096 0.0983375 0.694051 1.0485 0.734158 0.427849 0.531921 0.610293 1.18443 0.450421 0.533818 0.489313 0.353585 0.517517 1.0637 1.69893 1.13758 1.30225 0.898576 -0.301136 0.589711 1.111 1.25404 1.51555 -0.167629 -0.111883 -0.132072
internal_count=8000 6196 4194 1464 1331 283 229 205 1804 1479 1343 277 1066 969 949 803 640 181 112 82 126 101 136 56 146 133 113 2730 2473 2451
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=33
num_leaves=31
num_cat=3
split_feature=5 5 0 7 9 4 14 16 5 5 14 6 6 13 16 5 14 11 9 18 16 11 3 5 11 19 5 9 6 18
split_gain=37.9319 16.0368 10.4374 12.885 10.9288 8.00154 9.44995 8.14593 8.57498 12.4692 9.13474 7.69544 7.67192 7.65563 6.82421 10.3068 6.68873 6.60966 6.40932 11.3699 6.24139 7.84008 7.10235 7.33478 6.22141 7.66013 8.38029 8.61673 7.64167 6.88185
threshold=-12542.499999999998 -19736.499999999996 0 1.0000000180025095e-35 -96.499999999999986 1 25546.500000000004 11.500000000000002 -12120.499999999998 -11319.499999999998 14798.250000000002 0.037850000000000009 0.032350000000000011 79071.075000000012 14.500000000000002 -17595.499999999996 12678.750000000002 -121.49999999999999 -638.49999999999989 0.0055500000000000002 21.500000000000004 -415.99999999999994 2 -19679.499999999996 -7991.4999999999991 2.5000000000000004 -16821.999999999996 -1579.4999999999998 0.0063500000000000006 0.026050000000000004
decision_type=2 2 1 2 8 1 2 8 2 2 2 10 10 10 8 2 2 2 10 10 8 2 9 2 2 2 2 8 8 8
left_child=1 -1 3 4 17 6 7 -2 -9 -10 -11 12 16 -12 -6 -16 -7 -3 19 -5 21 -4 23 -22 28 26 -26 -28 -25 -29
right_child=5 2 20 18 14 11 -8 8 9 10 13 -13 -14 -15 15 -17 -18 -19 -20 -21 22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=-0.0044274924957153914 -0.0081456909174461196 -0.0012419303417318432 -0.0062505131254642233 0.021957251892169044 -0.001295551452236368 -0.0013184286769385373 -0.0032731846317377807 -0.011001652276265683 0.029382950139845505 -0.011018629732650361 0.017500977910721482 -0.0025130504350988903 0.026045621293281144 -0.00046768260129579058 0.026397795128871665 0.006473421019806678 0.0064951568877307077 0.018839661990793351 -0.0027371578437119294 -0.0030068468015507872 0.022496884343864324 0.011354390080291338 -0.0045580099333841139 0.014705882726670892 -0.00096455307460038624 -0.0029011621440002133 -0.00056119057512821658 0.0016563343338576821 -0.005895001414335928 0.013290008013375461
leaf_count=2002 47 997 561 65 76 142 359 25 32 29 68 143 20 48 31 114 1140 21 27 27 22 38 368 28 377 382 159 99 322 231
internal_value=0 -0.161603 -0.0286064 0.21857 0.0961157 0.388149 0.0473153 0.555694 0.838092 1.09156 0.654125 0.520463 0.598477 1.07097 0.746521 1.12945 0.565531 -0.0795081 1.19589 1.5597 -0.173636 -0.511875 -0.0730734 0.0497495 0.0250501 0.147134 0.343307 0.652435 -0.42351 0.988379
internal_count=8000 5947 3945 1358 1239 2053 608 249 202 177 145 1445 1302 116 221 145 1282 1018 119 92 2587 599 1988 1620 1598 1248 866 489 350 330
cat_boundaries=0 1 2 3
cat_threshold=2 1 65
shrinkage=0.01


Tree=34
num_leaves=31
num_cat=2
split_feature=5 5 0 7 9 4 14 13 18 16 11 14 19 16 5 5 14 6 11 11 14 11 14 16 13 6 6 13 14 14
split_gain=37.1257 15.7897 10.2414 12.4882 10.6488 7.78342 9.24079 7.9519 7.56326 7.34112 7.32373 8.50257 11.32 6.59992 9.78093 6.59415 8.0361 8.6384 12.139 7.40022 13.6182 6.27184 11.7648 9.03776 6.25907 7.05818 7.79494 7.48586 7.25306 14.2022
threshold=-12542.499999999998 -19736.499999999996 0 1.0000000180025095e-35 -96.499999999999986 1 25546.500000000004 79071.075000000012 0.015050000000000003 12.500000000000002 -5858.9999999999991 21980.250000000004 2.5000000000000004 14.500000000000002 -17595.499999999996 -16951.499999999996 46980.000000000007 0.039050000000000008 -725.99999999999989 -7301.9999999999991 29864.250000000004 -4437.4999999999991 26183.250000000004 13.500000000000002 29002.230000000003 0.039550000000000009 0.028750000000000001 52779.510000000002 30451.500000000004 33050.250000000007
decision_type=2 2 1 2 8 1 2 10 10 8 2 2 2 8 2 2 2 10 2 2 2 2 2 8 8 10 10 8 2 2
left_child=1 -1 3 4 15 6 7 9 24 -2 -11 12 -12 -6 -15 16 17 18 19 20 -3 23 -23 -5 -7 26 27 -26 -29 -30
right_child=5 2 -4 21 13 8 -8 -9 -10 10 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0043998192492359315 -0.006213482440652506 -0.0015766892561509371 -0.0017238324289934144 0.0031810111223755672 -0.0012839656242365435 0.011286684138012031 -0.0032492380224516814 -0.0018221961764233918 -0.0013649668251650999 -0.0049964218939107363 0.033149858765045247 0.0016550716139602706 0.0041647461075404032 0.025632945570054053 0.0063762114943625957 -0.0028888593033604289 -0.010861566550824356 0.025995163716018059 0.028768512134625453 -0.003759458310971932 0.027376963390084823 -0.011144654337873969 0.016033322860399424 0.029746665158697456 -0.001356957301392959 -0.0049902162465109727 0.022589838849809474 0.0044718313350960229 0.027507280164937194 0.0072288587111848292
leaf_count=2002 29 57 2587 20 76 181 359 110 208 21 40 26 23 31 114 678 47 26 21 153 36 30 39 30 170 79 28 555 46 178
internal_value=0 -0.160326 -0.0285033 0.216022 0.095077 0.383075 0.0467849 0.547687 0.513125 1.063 1.4147 1.78787 2.39874 0.734871 1.10861 -0.0787698 0.338097 0.561739 0.367331 0.124333 0.939381 1.17357 0.521847 1.96939 0.603842 0.49794 0.573493 0.520398 0.655515 1.15271
internal_count=8000 5947 3945 1358 1239 2053 608 249 1445 139 110 89 63 221 145 1018 340 293 267 246 93 119 69 50 1237 1056 977 949 779 224
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=35
num_leaves=31
num_cat=2
split_feature=5 5 0 7 5 14 11 13 17 13 9 9 18 18 13 16 14 13 9 14 5 17 4 13 9 18 5 13 13 11
split_gain=36.3317 16.658 10.9328 14.4748 9.51258 11.6663 10.8783 8.2638 8.07759 8.14666 10.4479 12.5094 7.373 6.94944 6.62201 8.04652 6.50268 10.8893 8.1823 11.1236 6.33513 6.46695 6.29381 7.00023 6.87397 6.141 6.68204 13.7578 6.18016 6.0824
threshold=-12120.499999999998 -19736.499999999996 0 1.0000000180025095e-35 -17595.499999999996 42907.500000000007 -760.49999999999989 142393.54500000001 1.0000000180025095e-35 531783.00000000012 -411.49999999999994 -352.49999999999994 0.015250000000000001 0.0079500000000000022 29497.500000000004 10.500000000000002 32276.250000000004 121245.75000000001 -839.49999999999989 36468.000000000007 -11016.499999999998 1.0000000180025095e-35 1 112488.75000000001 -1494.4999999999998 0.00085000000000000017 -10313.499999999998 171006.75000000003 67547.250000000015 -9346.9999999999982
decision_type=2 2 1 2 2 2 2 10 10 10 10 8 10 10 8 10 2 8 8 2 2 8 1 8 10 10 2 10 8 2
left_child=1 -1 3 4 5 6 7 22 9 10 12 -12 13 14 -2 16 -16 -18 -19 -20 21 -11 23 -3 -24 26 27 -13 -28 -4
right_child=8 2 29 -5 -6 -7 -8 -9 -10 20 11 25 -14 -15 15 -17 17 18 19 -21 -22 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.004372227214884508 0.010629674918517644 -0.001214790123661835 -0.0073067275125942542 0.01188414815388603 -0.00065677327490607754 -0.008532621206310884 0.029828114826278611 -0.0023687392345659117 -0.00098144771520616934 -0.010941768263562092 0.027423851519670656 0.0054903361586027665 -0.0053754296492881607 0.023514943788618056 0.0028467784116849902 -0.003831592782285106 -0.00068866946771718089 0.030847680861217405 0.032492143778410656 0.0042396893323366413 -0.0094560736029588727 0.013882437754358252 0.010371107940729325 0.019769198705665014 0.038566661484938362 0.020735917627420317 0.0089515513184279579 0.034051619658905914 -0.0072138418813837858 -0.0010862332890987677
leaf_count=2002 146 54 257 133 1048 54 24 79 325 20 41 74 97 20 459 163 69 30 20 62 80 36 22 30 20 39 44 23 56 2473
internal_value=0 -0.14622 -0.0184813 0.223089 0.094903 0.66857 1.00802 0.709694 0.411397 0.511693 0.587461 1.14304 0.431814 0.512404 0.469038 0.338064 0.498024 1.03194 1.63889 1.10023 -0.302471 0.573605 1.25392 0.688068 2.34593 0.847226 0.62281 1.22261 0.0321721 -0.163804
internal_count=8000 6196 4194 1464 1331 283 229 205 1804 1479 1343 277 1066 969 949 803 640 181 112 82 136 56 126 84 42 236 197 97 100 2730
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=36
num_leaves=31
num_cat=3
split_feature=5 5 9 11 19 7 0 11 4 14 16 5 5 13 18 14 14 17 19 16 14 11 11 16 0 9 9 9 11 6
split_gain=35.5723 15.3214 9.89507 8.81975 9.65882 8.79924 8.1961 8.84208 7.51737 9.02366 7.76649 8.22074 11.493 8.59266 7.20207 7.11869 7.03734 7.01645 8.51833 6.07527 9.10311 7.77304 9.5899 8.36858 8.49191 9.01277 7.69039 9.67083 8.46766 7.5121
threshold=-12542.499999999998 -19736.499999999996 -483.49999999999994 -966.49999999999989 1.5000000000000002 1.0000000180025095e-35 0 -4437.4999999999991 1 25546.500000000004 11.500000000000002 -12120.499999999998 -11224.999999999998 79071.075000000012 0.015050000000000003 16015.500000000002 22268.250000000004 0.042800000000000012 3.5000000000000004 14.500000000000002 16841.250000000004 -2436.4999999999995 -9072.9999999999982 16.500000000000004 2 -433.49999999999994 -259.49999999999994 -104.49999999999999 -6534.4999999999991 0.007150000000000001
decision_type=2 2 8 2 2 2 1 2 1 2 8 2 2 10 10 2 2 10 2 8 2 2 2 10 1 8 8 8 2 8
left_child=1 -1 5 19 -5 17 7 -7 9 10 -2 -12 -13 15 -10 -14 -17 18 -3 -4 -21 22 -22 24 26 -26 -24 -28 -29 -27
right_child=8 2 3 4 -6 6 -8 -9 14 -11 11 12 13 -15 -16 16 -18 -19 -20 20 21 -23 23 -25 25 29 27 28 -30 -31
leaf_value=-0.0043447175306021522 -0.0081101161422142305 -0.00046838574055773036 -0.0040450743675927619 0.028826501629426786 0.0061063836825366938 0.022743310398769138 -0.0004233377734881561 0.0023138896116190843 0.0058834623100638148 -0.0032489140125670415 -0.010998453861655684 0.026705192193763886 -0.0052767771122986485 -0.0045969129084377121 -0.0013438056728766802 0.026076780559429726 0.0031845483769097089 -0.0067427892837578175 -0.007668617517221735 -0.0044847017891608493 -0.0054660933294358857 -0.0035113433764523551 0.038467086840290057 -0.0031069002199644743 0.028295753217077772 0.024671845603364388 -0.0054712602955546254 0.0059623469225438385 0.030404015248708931 0.0024250582243338648
leaf_count=2002 47 1792 235 27 137 36 191 46 1237 359 25 36 20 60 208 38 23 421 261 182 78 116 20 63 24 23 25 27 33 208
internal_value=0 -0.157661 -0.0280733 0.241848 0.995129 -0.154082 0.443168 1.21264 0.373404 0.043132 0.535905 0.806955 1.0504 0.598685 0.500572 1.25979 1.78666 -0.228366 -0.139162 0.115393 0.262786 0.469988 0.667888 0.872747 1.08715 0.694572 1.86183 1.44926 2.07231 0.466773
internal_count=8000 5947 3945 1198 164 2747 273 82 2053 608 249 202 177 141 1445 81 61 2474 2053 1034 799 617 501 423 360 255 105 85 60 231
cat_boundaries=0 1 2 3
cat_threshold=2 1 2
shrinkage=0.01


Tree=37
num_leaves=31
num_cat=2
split_feature=5 0 13 6 18 11 19 9 5 4 14 16 5 5 14 6 6 13 11 18 19 5 13 18 9 6 11 13 14 11
split_gain=34.8079 15.1458 13.5643 9.55314 8.67179 8.22227 7.69379 7.5338 7.47256 7.31503 8.82604 7.58125 8.01089 10.9031 8.6807 7.13782 7.09603 6.73697 6.58283 6.70599 9.30832 7.16654 9.95224 6.54999 6.45477 8.0979 6.44887 6.98411 6.37124 6.27793
threshold=-12542.499999999998 0 31545.000000000004 0.015150000000000002 0.010950000000000001 -9072.9999999999982 1.5000000000000002 -699.49999999999989 -15773.499999999998 1 25546.500000000004 11.500000000000002 -12120.499999999998 -11319.499999999998 14798.250000000002 0.037850000000000009 0.032350000000000011 79071.075000000012 -966.49999999999989 0.0023500000000000001 1.5000000000000002 -18860.499999999996 135049.50000000003 0.0016000000000000001 -1220.4999999999998 0.025550000000000003 -1107.4999999999998 18544.500000000004 12678.750000000002 -8107.4999999999991
decision_type=2 1 10 10 10 2 2 8 2 1 2 8 2 2 2 10 10 10 2 10 2 2 8 10 8 8 2 10 2 2
left_child=1 2 4 7 5 -1 23 8 -3 10 11 -2 -13 -14 -15 16 28 -16 -9 20 -20 -22 -23 29 -7 -26 27 -27 -11 -4
right_child=9 3 6 -5 -6 24 -8 18 -10 15 -12 12 13 14 17 -17 -18 -19 19 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0040060667247772365 -0.0080837162884670952 -0.0050892378032669659 0.027901477444462454 -0.0071505301586051199 -0.0050933179006013964 0.0011231020655139473 -0.0021164140690205523 -0.00088279663939837402 -0.00028355341267533458 -0.0014206894465351855 -0.0032250840891491373 -0.010987611309866871 0.027033762490534078 -0.011016258986401312 0.01632923600625142 -0.0025062127413624231 0.024608524422177952 -0.00042431767645725974 0.029839562794346332 -0.010864078065110137 -0.010843527013726616 0.029269616886566836 0.0018305561855376862 -0.0070321424590142206 -0.0016117688113568632 0.0088628552883864269 0.024331304303629987 0.028565441984954056 0.0061676166345845385 0.0066362797660522287
leaf_count=73 47 1504 20 698 85 104 1143 1118 648 142 359 25 32 29 68 143 20 48 27 24 28 26 53 32 47 184 39 22 1140 72
internal_value=0 -0.156321 0.108809 -0.290255 0.539929 0.71091 -0.110982 -0.210894 -0.351421 0.368582 0.0426461 0.528325 0.793868 1.03141 0.619509 0.493612 0.567539 1.01657 0.0136392 0.716372 1.0359 0.552705 1.10519 0.69517 0.888885 1.12088 1.34985 1.09551 0.53578 1.14022
internal_count=8000 5947 1821 4126 554 469 1267 3428 2152 2053 608 249 202 177 145 1445 1302 116 1276 158 134 107 79 124 396 292 245 206 1282 92
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=38
num_leaves=31
num_cat=2
split_feature=5 5 0 7 9 15 16 5 15 5 6 11 4 14 16 5 5 14 14 6 11 6 15 15 11 9 19 18 18 18
split_gain=34.0607 14.9974 9.57031 11.3463 9.9576 7.81174 8.70733 10.733 7.44849 7.34831 7.73207 7.97631 7.11846 8.63342 7.40163 7.80843 10.3671 8.23942 9.38179 6.95162 6.42987 10.3865 7.5225 6.1508 7.25576 7.36887 7.17542 6.85229 6.39881 6.03411
threshold=-12542.499999999998 -19736.499999999996 0 1.0000000180025095e-35 -323.49999999999994 0.6896500000000001 14.500000000000002 -18348.999999999996 0.75500000000000012 -16951.499999999996 0.039050000000000008 -725.99999999999989 1 25546.500000000004 11.500000000000002 -12120.499999999998 -11224.999999999998 14798.250000000002 22106.250000000004 0.039550000000000009 -854.49999999999989 0.029950000000000001 0.82685000000000008 0.60470000000000013 -9346.9999999999982 -738.99999999999989 2.5000000000000004 0.014750000000000001 0.0064500000000000009 0.083150000000000016
decision_type=2 2 1 2 8 8 8 2 10 2 10 2 1 2 8 2 2 2 2 10 2 10 8 8 2 10 2 8 10 8
left_child=1 -1 3 4 9 -6 -7 -8 -9 10 11 -3 13 14 -2 -16 -17 -18 29 20 21 -14 -22 -4 -25 -26 28 -28 -27 -19
right_child=12 2 23 -5 5 6 7 8 -10 -11 -12 -13 19 -15 15 16 17 18 -20 -21 22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.0042993368728520935 -0.0080573046549890122 -0.00049265203720706631 0.012561046344678419 0.011082404879525345 -0.010987611687178846 -0.0012522513209269729 0.026358218395058964 0.010022041284146578 -0.011051011876552932 -0.0036019569246574226 0.021382800854486371 0.021268015590294821 0.0060691553990579504 -0.0032013712576332578 -0.010976896610542864 0.025164433705759697 -0.011005175041632995 0.030768163355424538 -0.0029303534546643033 -0.0027736414134268876 -0.011060755166820334 0.026037955089788203 0.0036780008775467487 -0.0082952048419782896 -0.0026275981299239289 0.0065940496981938025 0.0077116893301477632 -0.0080025789078249383 -0.0052955813936287769 0.01016153137281018
leaf_count=2002 47 248 41 119 32 104 35 146 23 600 29 22 1053 359 25 36 29 24 43 134 53 28 177 245 1662 365 52 145 77 45
internal_value=0 -0.154992 -0.0269227 0.208478 0.092064 0.574428 0.732197 1.10773 0.73424 -0.123164 0.344277 0.151135 0.363834 0.0421719 0.520896 0.781088 1.01292 0.580831 0.976175 0.48677 0.556622 0.660719 0.0390019 -0.166837 -0.190555 -0.127209 0.206112 -0.385589 0.463306 1.71273
internal_count=8000 5947 3945 1358 1239 340 308 204 169 899 299 270 2053 608 249 202 177 141 112 1445 1311 1081 230 2587 2546 2301 639 197 442 69
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=39
num_leaves=31
num_cat=1
split_feature=5 5 15 13 14 3 9 5 16 9 18 15 11 5 17 7 9 14 9 11 7 6 14 16 14 13 11 5 5 16
split_gain=33.4288 10.8019 8.84459 8.85907 12.7356 8.48164 11.5187 9.38143 10.1421 8.83263 8.09242 9.31069 8.53884 10.8321 15.5787 7.97581 13.2407 7.72832 7.63339 8.6394 7.51279 12.1593 8.20408 10.8246 8.15169 8.7999 7.93929 7.48389 7.40744 7.24062
threshold=-14389.499999999998 -19736.499999999996 0.68310000000000015 24345.000000000004 39649.500000000007 0 -1412.4999999999998 -14281.499999999998 13.500000000000002 -1285.4999999999998 0.0064500000000000009 0.60470000000000013 -9214.4999999999982 -19304.999999999996 1.0000000180025095e-35 1.0000000180025095e-35 -2307.4999999999995 21892.500000000004 -864.49999999999989 -4437.4999999999991 1.0000000180025095e-35 0.031550000000000009 19136.250000000004 9.5000000000000018 16346.250000000002 132162.75000000003 -1452.9999999999998 -15160.499999999998 -14081.499999999998 26.500000000000004
decision_type=2 2 10 8 2 9 8 2 10 8 10 8 2 2 8 2 8 2 8 2 2 8 2 10 2 8 2 2 2 10
left_child=1 -1 3 4 -2 -5 17 -8 9 -9 11 -3 -13 14 -14 -15 -17 -7 -16 -20 22 -22 23 24 -4 -26 -23 -18 -11 -10
right_child=2 10 20 5 -6 6 7 8 29 28 -12 12 13 15 18 16 27 -19 19 -21 21 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.004272046695000818 0.0066363188576425624 0.020615292591061429 -0.005933002757660991 -0.0025193749414917422 0.028540497039848151 0.005746658025882638 0.025970478639264355 0.020365972745918556 -0.0065490855696166425 -0.010891850133618279 -0.0048839403122201948 -0.0060010522713897872 0.03965896431475148 -0.00073582523052738197 -0.005394507903621849 0.027576574714789786 0.0069264685415127017 -0.0045142116752794857 -0.0014240606859009476 0.025506453774128683 -0.0034273196260220283 0.0082619188388908613 -0.0040142597000723699 0.028085785984198672 -0.0012367630407199711 0.029477632219935903 0.033919071093036893 -0.011088477684199894 0.0059070058683475439 0.011966205429904665
leaf_count=2002 234 30 77 266 32 133 27 50 141 36 523 300 22 1675 52 29 122 296 29 33 60 33 550 22 24 20 21 36 1095 30
internal_value=0 -0.206835 0.267022 0.371769 0.924462 0.291017 0.361826 0.534029 0.495314 0.60491 -0.0637228 0.0280438 0.00122957 0.0854847 1.08568 0.0122211 0.687109 -0.127206 0.549556 1.37366 -0.053616 0.732326 -0.201027 0.54871 0.132806 1.287 1.83669 0.275495 0.544094 -0.307334
internal_count=8000 4853 3147 2340 266 2074 1808 1379 1352 1181 2851 2328 2298 1998 136 1862 187 429 114 62 807 114 693 143 121 44 54 158 1131 171
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=40
num_leaves=31
num_cat=1
split_feature=5 5 15 13 14 3 9 5 16 9 18 15 11 5 17 7 9 14 9 9 5 7 6 14 16 14 13 11 5 13
split_gain=32.7342 10.6492 8.62233 8.58167 12.0566 8.3175 11.2174 8.92321 9.87742 8.43521 7.96619 8.96581 8.40538 10.511 14.5587 7.77716 12.6025 7.57496 7.39898 8.46688 7.34402 7.33551 11.7125 8.0429 10.3095 7.93562 8.34333 7.42397 7.25893 7.14276
threshold=-14389.499999999998 -19736.499999999996 0.68310000000000015 24345.000000000004 39649.500000000007 0 -1412.4999999999998 -14281.499999999998 13.500000000000002 -1285.4999999999998 0.0064500000000000009 0.60470000000000013 -9214.4999999999982 -19304.999999999996 1.0000000180025095e-35 1.0000000180025095e-35 -2307.4999999999995 21892.500000000004 -864.49999999999989 -503.49999999999994 -15160.499999999998 1.0000000180025095e-35 0.031550000000000009 19136.250000000004 9.5000000000000018 16346.250000000002 132162.75000000003 -1452.9999999999998 -14081.499999999998 133759.17000000001
decision_type=2 2 10 8 2 9 8 2 10 8 10 8 2 2 8 2 8 2 8 10 2 2 8 2 10 2 8 2 2 10
left_child=1 -1 3 4 -2 -5 17 -8 9 -9 11 -3 -13 14 -14 -15 -17 29 -16 -20 -18 23 -23 24 25 -4 -27 -24 -11 -7
right_child=2 10 21 5 -6 6 7 8 -10 28 -12 12 13 15 18 16 20 -19 19 -21 -22 22 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0042448410030822359 0.006536287865291761 0.02005854374101344 -0.0059026829123100741 -0.0025056499564278883 0.027636561983963789 -2.56201850401576e-05 0.025168824304702211 0.01983296859271453 -0.0030506306133328588 -0.010882193231847512 -0.0048551893523941679 -0.0059714967417834122 0.037973491717738034 -0.00072891867294925096 -0.0053650479193883549 0.026716976267654916 0.0068192504979953383 -0.004485808056081504 0.024956044853254963 -0.0015841780011944832 -0.011076682206922359 -0.0034023885867985339 0.008127302787573662 -0.0039873375842584434 0.027173633734303967 -0.0012256217062941081 0.028499181386697315 0.032712666079209932 0.0058202013289993908 0.017309688188863911
leaf_count=2002 234 30 77 266 32 88 27 50 171 36 523 300 22 1675 52 29 122 296 35 27 36 60 33 550 22 24 20 21 1095 45
internal_value=0 -0.205147 0.263656 0.366784 0.908654 0.28724 0.357152 0.526406 0.488403 0.595947 -0.0631413 0.0277367 0.00119797 0.0845533 1.06516 0.0120898 0.676489 -0.126077 0.541656 1.34505 0.272117 -0.0531462 0.720839 -0.199377 0.540702 0.131272 1.26082 1.79259 0.536301 0.566249
internal_count=8000 4853 3147 2340 266 2074 1808 1379 1352 1181 2851 2328 2298 1998 136 1862 187 429 114 62 158 807 114 693 143 121 44 54 1131 133
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=41
num_leaves=31
num_cat=1
split_feature=5 0 13 6 18 19 7 9 5 9 17 13 9 9 18 11 5 5 11 14 18 18 5 17 19 13 16 14 13 9
split_gain=32.1713 15.711 12.2496 9.9324 9.76877 9.21326 8.50226 12.8389 7.47775 8.76195 7.4746 7.66834 9.79382 11.5962 7.03116 7.00765 9.22037 9.91003 8.80317 8.18655 6.92578 6.50933 6.1719 6.11994 6.06873 6.00815 7.57754 6.44206 10.1671 7.53431
threshold=-12120.499999999998 0 31545.000000000004 0.015150000000000002 0.0050500000000000015 1.5000000000000002 1.0000000180025095e-35 -516.49999999999989 -16141.999999999998 -656.49999999999989 1.0000000180025095e-35 531783.00000000012 -411.49999999999994 -352.49999999999994 0.0016000000000000001 -4329.4999999999991 -17676.499999999996 -14389.499999999998 -3066.4999999999995 22531.500000000004 0.015250000000000001 0.0079500000000000022 -11016.499999999998 1.0000000180025095e-35 2.5000000000000004 29497.500000000004 10.500000000000002 32276.250000000004 121245.75000000001 -839.49999999999989
decision_type=2 1 10 10 10 2 2 10 2 10 10 10 10 8 10 2 2 2 2 2 10 10 2 8 2 8 10 2 8 8
left_child=1 2 4 8 6 14 7 15 9 -3 11 12 20 -14 -4 -1 18 -18 -17 -19 21 25 23 -13 -21 -2 27 -27 -29 -30
right_child=10 3 5 -5 -6 -7 -8 -9 -10 -11 -12 22 13 -15 -16 16 17 19 -20 24 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.00096035431027719929 0.0099168476464409055 -0.0047078612233717064 0.012024710258114388 -0.0070245430821134639 -0.004336303184467199 -0.0019087499794331803 0.018143801871001314 0.025126780471992297 0.00022183067310832291 0.00092234572426626435 -0.0010648490630457926 -0.010931273773167749 0.025893844220827231 0.0079721754946234132 -0.0069790902075922692 0.035696155996738005 -0.0088094520986202705 -0.0061559240491368518 0.0098498725676335035 0.028302965827988011 -0.0053910096504986762 0.022262665645311114 -0.0094638030155201041 0.013188928379661844 0.0046227566889681009 0.0025345713662803461 -0.0038807987614506829 -0.00074624357095214955 0.029244972787666891 0.010510131630158424
leaf_count=215 146 1773 99 723 112 1204 51 29 1278 495 325 20 41 236 32 20 54 23 41 27 97 20 80 36 20 459 163 69 30 82
internal_value=0 -0.139488 0.121148 -0.274946 0.514466 -0.0835007 0.712293 0.533265 -0.195603 -0.334623 0.382434 0.477527 0.549887 1.08051 0.773691 0.358294 0.811153 0.260008 1.79193 1.05536 0.40015 0.476852 -0.309856 0.546112 1.81674 0.434986 0.31065 0.463493 0.990326 1.56564
internal_count=8000 6196 1927 4269 592 1335 480 429 3546 2268 1804 1479 1343 277 131 400 185 124 61 70 1066 969 136 56 47 949 803 640 181 112
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=42
num_leaves=31
num_cat=2
split_feature=5 0 13 6 11 18 19 9 5 4 14 13 18 11 18 19 5 13 16 11 19 11 13 9 9 13 11 18 16 11
split_gain=31.4847 14.3281 12.75 9.31886 8.1839 7.43249 7.30287 7.26953 7.14892 6.76768 8.32142 7.17937 6.63266 6.37918 6.46717 8.91325 6.88874 9.267 6.34088 6.53026 7.50534 6.31807 6.19429 7.41142 9.8952 9.34026 10.4904 6.11408 6.07641 5.89642
threshold=-12542.499999999998 0 31545.000000000004 0.015150000000000002 -9346.9999999999982 0.010950000000000001 1.5000000000000002 -699.49999999999989 -15773.499999999998 1 25546.500000000004 79071.075000000012 0.015050000000000003 -966.49999999999989 0.0023500000000000001 1.5000000000000002 -18860.499999999996 135049.50000000003 12.500000000000002 -5858.9999999999991 2.5000000000000004 -9006.4999999999982 29497.500000000004 -1548.9999999999998 -1188.4999999999998 156663.04500000001 -4000.4999999999995 0.0016000000000000001 14.500000000000002 -8107.4999999999991
decision_type=2 1 10 10 2 10 2 8 2 1 2 10 10 2 10 2 2 8 8 2 2 2 10 10 8 10 2 10 8 2
left_child=1 2 4 7 -1 28 27 8 -3 10 11 18 -11 -9 15 -15 -17 -18 -2 -20 -21 -10 -23 -24 25 26 -25 29 -6 -4
right_child=9 3 6 -5 5 -7 -8 13 21 12 -12 -13 -14 14 -16 16 17 -19 19 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0058397850036846048 -0.006109159215043636 -0.0049857712862902493 0.026647804798717711 -0.007059595439820647 0.0026389501073779353 -0.0039386407115350021 -0.0020642873635402094 -0.00083787289495467821 0.018722591254213928 0.0054887980686096341 -0.003221171556951384 -0.0019319711339331322 -0.0014175030465192115 0.028998021065781091 -0.010844770729865779 -0.010828161331958672 0.027946230328193124 0.001770934182865859 -0.0051116235417190906 0.022454442723950922 0.0028652543073316712 -0.0079041080004673223 -0.0034104663632220961 0.00807207922178633 -8.5717909920972424e-05 -0.0015541741012662122 0.039318372215326143 -0.0069494564917294338 0.01121336256113971 0.006322357085183211
leaf_count=77 29 1504 20 698 147 71 1143 1118 23 1237 359 110 208 27 24 28 26 53 21 57 32 135 254 28 150 29 29 32 259 72
internal_value=0 -0.150316 0.107025 -0.281681 0.522222 0.673901 -0.107362 -0.203406 -0.342538 0.347123 0.0341638 0.500638 0.466055 0.0171532 0.706833 1.01543 0.541463 1.07333 0.977871 1.28855 1.62624 -0.0271409 -0.0963252 0.0960531 0.56287 1.54875 2.39916 0.673016 0.83618 1.09304
internal_count=8000 5947 1821 4126 554 477 1267 3428 2152 2053 608 249 1445 1276 158 134 107 79 139 110 89 648 625 490 236 86 57 124 406 92
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=43
num_leaves=31
num_cat=1
split_feature=5 5 15 16 18 15 11 5 17 11 7 9 5 9 11 7 6 14 9 14 11 13 11 5 19 7 5 9 9 0
split_gain=30.8456 10.4153 8.14216 8.30223 7.73162 8.68985 8.23408 10.192 13.6891 7.68176 7.48138 12.0702 7.18873 7.12919 8.0479 7.10297 11.2449 7.85573 9.88286 14.4843 6.94478 6.88913 12.4111 8.13795 7.77251 6.74943 6.7196 6.43436 13.1442 6.06772
threshold=-14389.499999999998 -19736.499999999996 0.68310000000000015 21.500000000000004 0.0064500000000000009 0.60470000000000013 -9214.4999999999982 -19304.999999999996 1.0000000180025095e-35 -369.99999999999994 1.0000000180025095e-35 -2307.4999999999995 -15160.499999999998 -864.49999999999989 -4437.4999999999991 1.0000000180025095e-35 0.031550000000000009 19136.250000000004 -800.49999999999989 16114.500000000002 -1452.9999999999998 24345.000000000004 -1491.4999999999998 -14281.499999999998 2.5000000000000004 1.0000000180025095e-35 -10590.499999999998 -792.49999999999989 -1897.4999999999998 0
decision_type=2 2 10 8 10 8 2 2 8 2 2 8 2 8 2 2 8 2 8 2 2 8 2 2 2 2 2 10 10 1
left_child=1 -1 3 -2 5 -3 -7 8 -8 21 -9 -12 29 -10 -15 17 -17 18 -4 -20 -18 22 26 -23 -24 -25 -5 28 -27 -13
right_child=2 4 15 9 -6 6 7 10 13 -11 11 12 -14 14 -16 16 20 -19 19 -21 -22 23 24 25 -26 27 -28 -29 -30 -31
leaf_value=-0.0041841251620240386 0.00059181023356416704 0.019638181874739657 -0.0050978501085055961 0.00056802902426573813 -0.0047847331188407369 -0.0059213510916931826 0.036520292264139644 -0.0007024204848685954 -0.0053202873219403536 -0.0046429202843902657 0.025936945396652936 0.00050039458026752059 -0.011072893810191638 -0.0015098249393793559 0.024235826201244075 -0.0033999883897361974 0.0079302557966357181 -0.0039625596105468406 -0.0016598332815721114 0.02816174709683375 0.031474737531719185 0.023062573698598324 0.037871033241095427 0.0032910555231358942 0.011733157477486305 0.0058563235920887583 0.016164357830588238 0.0019842493656873237 0.030844757426156111 0.016422231200587577
leaf_count=2002 809 30 66 84 523 300 22 1675 52 98 29 88 36 29 33 60 33 550 40 37 21 29 21 1102 20 49 39 55 34 34
internal_value=0 -0.200367 0.254489 0.354033 -0.0599295 0.0293614 0.00301554 0.0852629 1.04688 0.494379 0.0135482 0.662746 0.265155 0.534578 1.31438 -0.0536565 0.704485 -0.198213 0.530514 1.34724 1.74179 0.553328 1.15567 0.464013 2.55817 0.424401 0.620521 1.07317 1.59925 0.666911
internal_count=8000 4853 3147 2340 2851 2328 2298 1998 136 1531 1862 187 158 114 62 807 114 693 143 77 54 1433 164 1269 41 1240 123 138 83 122
cat_boundaries=0 1
cat_threshold=1
shrinkage=0.01


Tree=44
num_leaves=31
num_cat=1
split_feature=5 0 13 6 18 19 7 9 5 9 17 13 9 9 11 5 5 11 14 18 18 16 14 14 13 5 9 5 17 18
split_gain=30.3232 15.1024 11.6333 9.70751 9.24471 8.79434 7.98736 12.0346 7.16866 9.1261 7.13479 7.36056 9.38318 10.8868 6.68012 8.81736 9.56913 8.17662 7.82356 6.67008 6.60873 6.31063 7.79795 14.5931 6.15076 6.05633 6.04623 13.8477 5.90715 5.75721
threshold=-12120.499999999998 0 31545.000000000004 0.015150000000000002 0.0050500000000000015 1.5000000000000002 1.0000000180025095e-35 -516.49999999999989 -16821.999999999996 -656.49999999999989 1.0000000180025095e-35 531783.00000000012 -411.49999999999994 -352.49999999999994 -4329.4999999999991 -17676.499999999996 -14389.499999999998 -3066.4999999999995 22531.500000000004 0.026050000000000004 0.0016000000000000001 21.500000000000004 22632.750000000004 25663.500000000004 904500.00000000012 -11016.499999999998 -596.49999999999989 -19968.499999999996 1.0000000180025095e-35 0.00085000000000000017
decision_type=2 1 10 10 10 2 2 10 2 10 10 10 10 8 2 2 2 2 2 10 10 8 2 2 8 2 8 2 8 10
left_child=1 2 4 8 6 20 7 14 9 -3 11 12 19 -14 -1 17 -17 -16 -18 21 -4 22 -2 -24 26 28 27 -11 -13 -15
right_child=10 3 5 -5 -6 -7 -8 -9 -10 24 -12 25 13 29 15 16 18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00098419474347309459 -0.006257864502379442 -0.0049111993139493992 0.011575504075908736 -0.0069583337135134017 -0.0042743135208343479 -0.0018725629549929865 0.01746057238124353 0.024038688956175901 -2.4089486882803493e-05 -0.0054720417398049191 -0.0010836457474332453 -0.010921225494298876 0.024887384004787693 0.0055820459197292753 0.034125379121637607 -0.0088044781906823164 -0.0061831613699613128 0.0095436712137296521 0.01748229661775105 -0.0070709180168250993 -0.0069092622784497661 0.0062137083646665679 0.02426688115917091 0.0003311375086487535 0.020292978787650011 -0.009449269778855799 -0.0013755384924373708 0.035223515516458172 0.012793101412632176 0.019345249529229364
leaf_count=215 132 1625 99 723 112 1204 51 29 1480 26 325 20 41 197 20 54 23 41 47 73 32 651 36 174 20 80 375 20 36 39
internal_value=0 -0.136258 0.118807 -0.269771 0.500017 -0.0814646 0.689951 0.516328 -0.191502 -0.345659 0.369259 0.461465 0.531702 1.04718 0.345898 0.784072 0.245806 1.7323 1.01681 0.385453 0.750689 0.44842 0.0503987 0.4657 0.117442 -0.310264 0.0180919 1.28005 0.532129 0.77264
internal_count=8000 6196 1927 4269 592 1335 480 429 3546 2066 1804 1479 1343 277 400 185 124 61 70 1066 131 993 342 210 441 136 421 46 56 236
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=45
num_leaves=31
num_cat=2
split_feature=5 7 5 15 13 5 13 4 15 9 11 11 6 15 11 13 13 17 9 11 11 0 9 9 5 11 9 19 13 15
split_gain=29.8294 13.6566 12.7389 8.49163 8.35584 8.09425 9.78908 7.65099 7.95533 6.58001 7.82215 6.44364 14.417 11.9027 10.8326 11.5185 11.5627 7.70715 6.37829 6.28598 11.7021 13.4713 9.64975 6.55434 9.22891 6.969 8.73614 10.8961 7.98254 6.52429
threshold=-18480.999999999996 1.0000000180025095e-35 -12120.499999999998 0.85955000000000015 24345.000000000004 -18348.999999999996 164949.79500000001 0 0.82035000000000013 -656.49999999999989 -4687.4999999999991 -2959.4999999999995 0.019650000000000004 0.77460000000000007 -6830.9999999999991 78392.250000000015 274905.00000000006 0.029200000000000004 -738.99999999999989 -1940.4999999999998 -2813.4999999999995 1 -546.49999999999989 -1064.4999999999998 -11669.999999999998 -4189.4999999999991 -792.49999999999989 2.5000000000000004 62712.000000000007 0.82035000000000013
decision_type=2 2 2 10 8 2 8 1 10 8 2 2 8 10 2 8 10 10 8 2 2 1 8 10 2 2 10 2 10 8
left_child=9 2 5 4 -4 6 -2 8 18 -1 -11 14 -13 17 15 -3 -17 -14 -7 20 23 22 -22 24 -6 26 27 -25 -28 -30
right_child=1 11 3 -5 19 7 -8 -9 -10 10 -12 12 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 25 -26 -27 28 -29 29 -31
leaf_value=-0.0050370506493297553 0.00095257855936292115 0.026716180052011977 0.010367574420592827 -0.0079314372956860689 0.012697078314861126 -0.00083983022629898635 0.032506638686682375 -0.0032179124223186487 -0.0086097439472030066 -0.0039956892502291744 0.002792371488234861 -0.011020760358585565 0.012242958320391224 0.033764447611281209 -0.00094738907432347856 -0.0081488096688307528 0.021594479545452287 -0.010921746573827331 0.0035215048517221615 -0.00067921182382216802 0.010352333912982603 0.0043513883191600338 0.040366586931660085 0.0075911573064731891 -0.002548113037161633 -0.0012968002804313939 -0.005187749294197355 0.038398204387925454 -0.0016077948577349283 0.01275909491598552
leaf_count=1650 36 36 154 84 54 1040 21 1231 128 568 396 35 172 26 230 41 23 21 780 429 22 65 25 30 328 110 58 22 50 135
internal_value=0 0.141065 0.0743538 0.314671 0.369767 -0.066353 1.31961 -0.0909318 0.0510192 -0.347834 -0.107868 0.617744 1.01 1.30247 0.306176 1.22571 0.332794 1.02252 0.111355 0.275241 0.433044 1.43374 2.7578 0.285978 -0.0393013 0.57663 0.846126 2.08547 0.580131 0.913072
internal_count=8000 5386 4802 1566 1482 3236 57 3179 1948 2614 964 584 254 219 330 100 64 193 1820 1328 899 112 47 787 382 405 295 52 243 185
cat_boundaries=0 1 2
cat_threshold=16 2
shrinkage=0.01


Tree=46
num_leaves=31
num_cat=1
split_feature=5 7 5 15 13 19 15 16 11 5 6 13 9 6 11 11 9 11 16 11 9 11 11 0 9 9 5 11 9 19
split_gain=29.2879 13.2988 12.4529 8.33114 8.08916 7.87081 12.4002 10.6578 9.87426 9.4349 8.14446 10.3365 11.4814 6.76275 6.64817 10.9201 6.50255 7.68157 6.24049 7.11863 6.15554 6.12869 11.2763 12.737 8.91032 6.38145 8.97402 6.76014 8.32499 10.1293
threshold=-18480.999999999996 1.0000000180025095e-35 -12120.499999999998 0.85955000000000015 24345.000000000004 2.5000000000000004 0.61125000000000018 8.5000000000000018 -1415.9999999999998 -18176.499999999996 0.0030500000000000002 22502.250000000004 -2320.4999999999995 0.11835000000000001 -9214.4999999999982 -9006.4999999999982 -656.49999999999989 -4687.4999999999991 7.5000000000000009 -2514.4999999999995 -1494.4999999999998 -1940.4999999999998 -2813.4999999999995 0 -546.49999999999989 -1064.4999999999998 -11669.999999999998 -4189.4999999999991 -792.49999999999989 2.5000000000000004
decision_type=2 2 2 10 8 2 8 8 2 2 10 8 10 10 2 2 8 2 8 2 8 2 2 1 8 10 2 2 10 2
left_child=16 2 5 4 -4 7 -7 -2 13 -10 11 -11 -13 14 -9 -16 -1 -18 19 -3 -8 22 25 24 -24 26 -6 28 29 -27
right_child=1 18 3 -5 21 6 20 8 9 10 -12 12 -14 -15 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0050084331334112019 -0.0053813812593895768 -0.011062441565430577 0.010185256293148705 -0.0079039319253524261 0.012441911568627437 0.023299053220199473 -0.00734535889300465 -0.0076923490399948306 0.030966989260092018 0.031551946100168059 -0.006104983577557354 0.020470753666088699 0.00052609303237972558 0.016774029010345162 0.024201196776156855 0.00054530853984415743 -0.0039692140291862181 0.0027580678257169812 0.0074342081721702662 0.0093167114794559958 -0.001684391225829891 -0.00067279028206610641 0.010163300014367431 0.0042929209514918285 0.038749158067946245 0.0074699070543557122 -0.0025278330753314366 -0.0012851528590843511 0.0057168996163904865 0.036882939448262861
leaf_count=1650 335 50 154 84 54 24 401 139 20 21 62 51 129 37 27 1201 568 396 501 33 789 429 22 65 25 30 328 110 243 22
internal_value=0 0.139487 0.0735541 0.310742 0.364995 -0.0657345 -0.301064 0.0751063 0.192091 0.807994 0.616584 0.950539 0.650436 0.0635886 0.0229924 0.106333 -0.345397 -0.106895 0.608674 -0.265674 -0.354073 0.271866 0.427208 1.40352 2.67251 0.282445 -0.0389317 0.568221 0.832032 2.03069
internal_count=8000 5386 4802 1566 1482 3236 1214 2022 1687 283 263 201 180 1404 1367 1228 2614 964 584 83 1190 1328 899 112 47 787 382 405 295 52
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=47
num_leaves=31
num_cat=2
split_feature=5 7 5 15 13 5 13 4 15 9 11 9 11 6 15 11 13 13 17 11 11 0 5 9 5 11 9 19 13 15
split_gain=28.756 12.9517 12.1748 8.17421 7.83271 7.79166 9.17756 7.51823 7.84149 6.4257 7.54351 6.16972 6.12797 13.9265 11.0957 10.4324 10.8827 11.136 7.44882 5.97602 10.8711 12.0586 8.55048 6.21389 8.728 6.55875 7.94033 9.43772 7.72894 6.26531
threshold=-18480.999999999996 1.0000000180025095e-35 -12120.499999999998 0.85955000000000015 24345.000000000004 -18348.999999999996 164949.79500000001 0 0.82035000000000013 -656.49999999999989 -4687.4999999999991 -738.99999999999989 -2959.4999999999995 0.019650000000000004 0.77460000000000007 -6830.9999999999991 78392.250000000015 274905.00000000006 0.029200000000000004 -1940.4999999999998 -2813.4999999999995 1 -10267.999999999998 -1064.4999999999998 -11669.999999999998 -4189.4999999999991 -792.49999999999989 2.5000000000000004 62712.000000000007 0.82035000000000013
decision_type=2 2 2 10 8 2 8 1 10 8 2 8 2 8 10 2 8 10 10 2 2 1 2 10 2 2 10 2 10 8
left_child=9 2 5 4 -4 6 -2 8 11 -1 -11 -7 15 -14 18 16 -3 -18 -15 20 23 22 -22 24 -6 26 27 -25 -28 -30
right_child=1 12 3 -5 19 7 -8 -9 -10 10 -12 -13 13 14 -16 -17 17 -19 -20 -21 21 -23 -24 25 -26 -27 28 -29 29 -31
leaf_value=-0.0049798710202496807 0.00091507532988733956 0.025746715867078 0.010007731282085972 -0.0078764204747983659 0.012194722814389689 -0.00081802132763306699 0.031174555102923773 -0.0031882868981505269 -0.0085832721999558378 -0.0039428339771666304 0.0027242663865052158 0.0034694439588760953 -0.011017452481756404 0.011867789393758455 0.032311065226098286 -0.00098140706655400222 -0.0081401986211195043 0.020872768049638727 -0.010918755191404486 -0.00066642602146701471 0.013208017352319008 0.0042354514230846839 0.040649644370511967 0.0073513789672604649 -0.0025076762564196263 -0.0012735986941473636 -0.0051908384438432492 0.035479280155223329 -0.0016434913237603468 0.012392321043804524
leaf_count=1650 36 36 154 84 54 1040 21 1231 128 568 396 780 35 172 26 230 41 23 21 429 26 65 21 30 328 110 58 22 50 135
internal_value=0 0.137927 0.0727582 0.306879 0.360306 -0.0651345 1.28549 -0.0894415 0.0511408 -0.342971 -0.10593 0.110788 0.599749 0.979141 1.2621 0.296233 1.19098 0.321397 0.991449 0.268547 0.421481 1.37439 2.5921 0.278971 -0.0385655 0.559981 0.81827 1.97847 0.563404 0.887704
internal_count=8000 5386 4802 1566 1482 3236 57 3179 1948 2614 964 1820 584 254 219 330 100 64 193 1328 899 112 47 787 382 405 295 52 243 185
cat_boundaries=0 1 2
cat_threshold=16 2
shrinkage=0.01


Tree=48
num_leaves=31
num_cat=1
split_feature=5 7 5 15 19 15 16 11 14 5 13 15 9 9 6 11 11 14 9 11 5 9 16 11 11 11 0 9 9 5
split_gain=28.2339 12.6153 11.9026 8.02068 7.71953 12.0008 10.4477 9.58744 8.9012 11.3278 7.58613 6.88473 10.5305 8.6689 6.54915 6.55658 10.4813 6.5069 6.34944 7.40793 6.3023 6.0777 6.00923 6.9448 5.82762 10.4827 11.4244 8.0456 6.05153 8.49044
threshold=-18480.999999999996 1.0000000180025095e-35 -12120.499999999998 0.85955000000000015 2.5000000000000004 0.61125000000000018 8.5000000000000018 -1415.9999999999998 13533.750000000002 -17676.499999999996 24345.000000000004 0.65045000000000008 -2320.4999999999995 -264.49999999999994 0.11835000000000001 -9214.4999999999982 -9006.4999999999982 33617.250000000007 -656.49999999999989 -4687.4999999999991 -15091.499999999998 -1494.4999999999998 7.5000000000000009 -2514.4999999999995 -1940.4999999999998 -2813.4999999999995 0 -546.49999999999989 -1064.4999999999998 -11669.999999999998
decision_type=2 2 2 10 2 8 8 2 2 2 8 10 10 10 10 2 2 2 8 2 2 8 8 2 2 2 1 8 10 2
left_child=18 2 4 10 6 -6 -2 14 -9 -10 -4 12 20 17 15 -8 -17 -14 -1 -20 -11 -7 23 -3 25 28 27 -27 29 -12
right_child=1 22 3 -5 5 21 7 8 9 11 24 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0049513653610678615 -0.0053445289701508306 -0.011053592486452863 0.009834814765543539 -0.0078489024382717536 0.022659659264456181 -0.0073091115503176578 -0.0076654786613210473 -0.010928948210514152 0.030435843500825257 0.0096290823868093785 0.011955145291299167 -0.0037693500310561241 -0.0066970459499209947 0.02360156754568735 0.016410559137138191 0.023497256693789437 0.00054311049080668888 0.013334992446806028 -0.0039165498363635922 0.0026909575269832282 0.0366900679152928 -0.0016672221896478943 0.007220623272878173 0.0090303411695891022 -0.00066011857770876105 0.0095551294056067364 0.0041789567462035696 0.03622701537279599 0.0055191872149487091 -0.002487642364098484
leaf_count=1650 335 50 154 84 24 401 139 30 30 20 54 61 63 24 37 27 1201 31 568 396 24 789 501 33 429 22 65 25 405 328
internal_value=0 0.136391 0.071978 0.303076 -0.0645268 -0.298124 0.0747913 0.190205 0.794862 1.01242 0.355693 0.725444 1.09221 0.52874 0.0632753 0.0230719 0.105545 0.0155556 -0.340555 -0.104972 2.55489 -0.35094 0.591053 -0.267046 0.265276 0.415856 1.34612 2.51542 0.275551 -0.0382026
internal_count=8000 5386 4802 1566 3236 1214 2022 1687 283 253 1482 223 162 118 1404 1367 1228 94 2614 964 44 1190 584 83 1328 899 112 47 787 382
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=49
num_leaves=31
num_cat=1
split_feature=5 7 5 15 19 15 16 11 14 5 13 15 9 9 14 6 11 11 9 11 9 16 11 5 11 11 0 5 9 5
split_gain=27.721 12.2885 11.6386 7.8706 7.58362 11.603 10.2629 9.31496 8.67433 10.6827 7.34869 6.6684 9.97759 8.29823 6.34219 6.32556 6.46136 10.0583 6.27378 7.27479 6.02053 5.84235 6.83357 5.83443 5.68376 10.1144 10.8416 7.68066 5.89426 8.26096
threshold=-18480.999999999996 1.0000000180025095e-35 -12120.499999999998 0.85955000000000015 2.5000000000000004 0.61125000000000018 8.5000000000000018 -1415.9999999999998 13533.750000000002 -17676.499999999996 24345.000000000004 0.65045000000000008 -2320.4999999999995 -264.49999999999994 33617.250000000007 0.11835000000000001 -9214.4999999999982 -9006.4999999999982 -656.49999999999989 -4687.4999999999991 -1494.4999999999998 7.5000000000000009 -2514.4999999999995 -15091.499999999998 -1940.4999999999998 -2813.4999999999995 0 -10267.999999999998 -1064.4999999999998 -11669.999999999998
decision_type=2 2 2 10 2 8 8 2 2 2 8 10 10 10 2 10 2 2 8 2 8 8 2 2 2 2 1 2 10 2
left_child=18 2 4 10 6 -6 -2 15 -9 -10 -4 12 23 14 -14 16 -8 -18 -1 -20 -7 22 -3 -11 25 28 27 -27 29 -12
right_child=1 21 3 -5 5 20 7 8 9 11 24 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0049229172097106141 -0.005315179098609785 -0.011042129038536817 0.0096663314519198646 -0.007821376998994543 0.022010358654100375 -0.0072811443177614064 -0.007638674538247011 -0.010918962320345855 0.029404646517218476 0.0094557821696120287 0.011722834673415644 -0.0037436602154660593 -0.0066673584341949308 0.022923340583381351 0.013057918138593526 0.016023096671335384 0.022809548227689529 0.00053743438415687953 -0.0038903621102044633 0.0026581322314391943 -0.0016528616424616618 0.0071086179244006301 0.008877172394134691 0.035276857682978058 -0.00065386757146161038 0.01248016882215372 0.0041234148304309156 0.037970466244187366 0.0054401680780553022 -0.0024677310713670203
leaf_count=1650 335 50 154 84 24 401 139 30 30 20 54 61 63 24 31 37 27 1201 568 396 789 501 33 24 429 26 65 21 405 328
internal_value=0 0.134871 0.0712016 0.299341 -0.0639407 -0.295897 0.0739721 0.187981 0.781791 0.994043 0.351166 0.713911 1.07167 0.52115 0.0153615 0.0625998 0.0228298 0.104392 -0.33815 -0.104023 -0.348467 0.582479 -0.265016 2.47773 0.262066 0.410344 1.31898 2.4435 0.272193 -0.0378429
internal_count=8000 5386 4802 1566 3236 1214 2022 1687 283 253 1482 223 162 118 94 1404 1367 1228 2614 964 1190 584 83 44 1328 899 112 47 787 382
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=50
num_leaves=31
num_cat=3
split_feature=5 7 15 5 5 13 4 19 11 9 5 13 5 13 0 6 9 13 5 13 11 11 1 11 11 6 15 11 13 13
split_gain=27.2174 11.9712 11.4451 11.824 7.80243 9.16619 7.08298 6.61286 9.27374 11.8621 8.03497 7.67605 9.78822 6.60635 6.21781 6.41522 6.28268 8.13955 9.37205 6.1217 10.3394 9.59547 6.85081 6.65286 5.74586 13.3944 10.3109 9.99106 10.2526 10.6884
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 -12120.499999999998 -18348.999999999996 146632.50000000003 0 2.5000000000000004 -1524.4999999999998 -2307.4999999999995 -15199.999999999998 15716.250000000002 -17676.499999999996 24345.000000000004 1 0.015150000000000002 -236.49999999999997 122121.00000000001 -21905.499999999996 35057.250000000007 -4329.4999999999991 -3314.4999999999995 2 -9871.4999999999982 -2959.4999999999995 0.019650000000000004 0.77460000000000007 -6830.9999999999991 78392.250000000015 274905.00000000006
decision_type=2 2 10 2 2 8 1 2 2 8 2 10 2 8 1 10 10 10 2 10 2 2 1 2 2 8 10 2 8 10
left_child=14 2 3 4 5 -2 7 8 10 -10 -6 -11 -13 -5 19 16 -16 18 -18 20 22 -22 -1 -24 27 -26 -27 28 -3 -30
right_child=1 24 -4 13 6 -7 -8 -9 9 11 -12 12 -14 -15 15 -17 17 -19 -20 -21 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.010907374417922125 0.0011548274771255175 0.02467755688774368 -0.0098452866114143774 0.0090778541951044341 -0.0021966442767160301 0.031640494682708915 -0.0029065792243099789 -0.0020128964163867191 0.03584484789279984 0.019239758178081542 0.0046261619952114707 0.025371790092281618 -0.00075737288161967827 0.0024846367463979739 -0.0041791883936319624 -0.0096902171787729956 -0.0041423019092021495 -0.007204311994527232 0.027977282287490076 -0.0030545797664387271 0.028922577822661479 0.0054881483722253798 -0.01091179952851281 0.014228377251979807 -0.011021414107774264 0.0094955556653777938 0.030729796690074331 -0.0010543521577220185 -0.0081498408923612303 0.020051931945375329
leaf_count=67 35 36 142 158 548 20 1190 734 20 42 397 22 144 1350 1538 342 21 38 32 432 24 61 21 38 35 193 26 230 41 23
internal_value=0 0.133372 0.0704349 0.0991603 -0.0385503 1.32519 -0.0632881 0.0738485 0.24347 0.89241 0.0804401 0.642051 0.270187 0.332694 -0.335756 -0.454466 -0.354283 0.59352 1.53874 -0.0335801 0.426979 1.23968 -0.274071 0.586933 0.574073 0.937403 1.21005 0.280863 1.14738 0.303681
internal_count=8000 5386 4802 4660 3152 55 3097 1907 1173 228 945 208 166 1508 2614 1971 1629 91 53 643 211 85 126 59 584 254 219 330 100 64
cat_boundaries=0 1 2 3
cat_threshold=16 2 2
shrinkage=0.01


Tree=51
num_leaves=31
num_cat=2
split_feature=5 7 15 5 19 15 11 9 18 5 16 13 11 11 13 9 11 9 9 16 11 16 16 0 5 13 13 18 14 4
split_gain=26.7259 11.6635 11.2957 11.5539 7.68137 11.0982 10.7704 12.3198 14.1461 8.79817 8.25807 7.42925 6.41265 9.70251 6.40541 6.16359 7.09834 6.06977 5.93105 5.63025 6.66984 5.25788 6.74199 5.61337 7.8116 9.54564 15.9886 8.35147 7.57785 5.68394
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 -12120.499999999998 2.5000000000000004 0.61125000000000018 -1415.9999999999998 -2366.4999999999995 0.047150000000000004 -17676.499999999996 10.500000000000002 22502.250000000004 -9214.4999999999982 -9006.4999999999982 24345.000000000004 -656.49999999999989 -4687.4999999999991 -1494.4999999999998 -281.49999999999994 7.5000000000000009 -2514.4999999999995 14.500000000000002 26.500000000000004 0 -11499.999999999998 486348.75000000006 198177.75000000003 0.0011500000000000002 28671.750000000004 1
decision_type=2 2 10 2 2 8 2 10 8 2 8 10 2 2 8 8 2 8 10 8 2 10 10 1 2 10 10 10 2 1
left_child=15 2 3 4 6 -6 10 8 -8 -9 -2 -11 -12 -14 -5 -1 -17 -7 -13 20 -3 23 -23 24 29 26 -26 28 -28 -16
right_child=1 19 -4 14 5 17 7 9 -10 11 12 18 13 -15 21 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0048703345592926682 -0.0057989607945224363 -0.011033357698569069 -0.0098286965726103407 0.0089275631674370845 0.021465143956928334 -0.0071584611227652629 -0.0053786749404499548 0.019898615586240304 0.027249376859140161 0.015444468503880282 -0.0066934215563536304 -0.0062634360782526282 0.023432851976894278 0.0013447837373176546 0.026789575693682576 -0.0038426908637218377 0.0026317210821658337 -0.0014228322424565999 0.0098893651985692155 0.0069078812209386773 0.0086074871644806032 -0.0077973708738334428 0.0097197541238163449 0.0011749835676845104 0.0022739037977620143 -0.010986178810048255 -0.0015136467126488137 0.037787221813458775 0.024210473951255557 0.0089064802055556953
leaf_count=1650 311 50 142 158 24 391 25 33 57 31 145 151 26 1151 29 568 396 771 36 501 33 120 30 681 313 48 24 20 26 59
internal_value=0 0.131893 0.0696842 0.0980856 -0.038192 -0.274762 0.102249 0.688931 1.84802 0.275991 -0.0242937 0.00549774 0.100257 0.185733 0.328515 -0.333407 -0.10126 -0.327984 -0.289017 0.565869 -0.266242 0.24549 -0.372994 0.316813 0.580343 0.38987 0.559003 1.97508 1.25835 1.47149
internal_count=8000 5386 4802 4660 3152 1186 1966 333 82 251 1633 218 1322 1177 1508 2614 964 1162 187 584 83 1350 150 1200 519 431 383 70 50 88
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=52
num_leaves=31
num_cat=2
split_feature=5 7 15 5 19 15 11 9 18 5 16 13 11 11 13 0 6 9 13 5 9 13 11 11 1 11 9 16 11 16
split_gain=26.2399 11.3646 11.1483 11.29 7.54153 10.7381 10.4898 11.8063 13.4266 8.46365 8.12855 7.20842 6.30594 9.30061 6.212 6.14041 6.40404 6.15662 7.89366 8.90199 6.00962 5.98529 9.96326 9.07442 6.781 6.49262 5.81 5.47642 6.56532 5.14586
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 -12120.499999999998 2.5000000000000004 0.61125000000000018 -1415.9999999999998 -2366.4999999999995 0.047150000000000004 -17676.499999999996 10.500000000000002 22502.250000000004 -9214.4999999999982 -9006.4999999999982 24345.000000000004 0 0.015150000000000002 -236.49999999999997 122121.00000000001 -21905.499999999996 -1494.4999999999998 35057.250000000007 -4329.4999999999991 -3314.4999999999995 1 -9871.4999999999982 -281.49999999999994 7.5000000000000009 -2514.4999999999995 14.500000000000002
decision_type=2 2 10 2 2 8 2 10 8 2 8 10 2 2 8 1 10 10 10 2 8 10 2 2 1 2 10 8 2 10
left_child=15 2 3 4 6 -6 10 8 -8 -9 -2 -11 -12 -14 -5 21 17 -17 19 -19 -7 22 24 -24 -1 -26 -13 28 -3 -16
right_child=1 27 -4 14 5 20 7 9 -10 11 12 26 13 -15 29 16 -18 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.010894063253919535 -0.0057693755581461614 -0.0110221354668986 -0.0098121310093289924 0.0087808883107630166 0.020873861588868059 -0.0071302675092439509 -0.0053490861224253184 0.019381387854114893 0.026400000199996915 0.015102308842510832 -0.0066646158320072405 -0.0062337840523390281 0.022752161420007532 0.001329835932492574 0.0031283783791250259 -0.0041294489071557758 -0.0096696109292982828 -0.0041066712082595885 -0.0071705675299459605 0.027107418567346858 -0.0014102883592425511 -0.0030062969120922991 0.028007025590501167 0.0054066585333782113 -0.010898206835884361 0.014007727109499091 0.0097110674336141362 0.0068025722589361197 0.0084646400579871731 -0.0037046125684033321
leaf_count=67 311 50 142 158 24 391 25 33 57 31 145 151 26 1151 1200 1538 342 21 38 32 771 432 24 61 21 38 36 501 33 150
internal_value=0 0.130429 0.0689331 0.0970152 -0.0378435 -0.272658 0.101123 0.678252 1.80284 0.272593 -0.0240647 0.00540989 0.0991651 0.183586 0.324392 -0.331034 -0.449587 -0.349427 0.58673 1.50705 -0.325611 -0.0304737 0.424029 1.21523 -0.268914 0.584171 -0.286856 0.557786 -0.264225 0.242545
internal_count=8000 5386 4802 4660 3152 1186 1966 333 82 251 1633 218 1322 1177 1508 2614 1971 1629 91 53 1162 643 211 85 126 59 187 584 83 1350
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=53
num_leaves=31
num_cat=4
split_feature=5 3 9 16 17 4 15 14 15 0 9 11 5 11 18 13 14 6 18 13 7 16 5 11 0 6 9 13 5 13
split_gain=25.766 11.3047 13.0201 10.9096 8.21707 8.69148 10.2387 7.24324 8.80418 7.96461 8.96795 11.1074 14.177 9.22474 10.2259 11.1425 11.9124 6.62575 7.77688 7.1496 6.33046 7.31936 9.98052 6.78603 6.05939 6.37504 6.04212 7.64664 8.44957 5.86219
threshold=-18480.999999999996 0 -483.49999999999994 59.000000000000007 1.0000000180025095e-35 1 0.63085000000000013 13025.250000000002 0.73540000000000016 2 -197.49999999999997 -5022.4999999999991 -11621.999999999998 -7799.4999999999991 0.0028500000000000005 33687.000000000007 25227.000000000004 0.065400000000000014 0.019150000000000004 22502.250000000004 1.0000000180025095e-35 10.500000000000002 -11780.999999999998 -7359.9999999999991 3 0.015150000000000002 -236.49999999999997 122121.00000000001 -21905.499999999996 35057.250000000007
decision_type=2 9 8 8 10 1 8 2 8 1 8 2 2 2 10 10 2 10 10 8 2 8 2 2 1 10 10 10 2 10
left_child=24 -2 4 -4 5 6 -3 -5 -9 10 11 -10 -13 -12 15 16 -15 18 19 -11 -8 -22 23 -23 29 26 -26 28 -28 -1
right_child=1 2 3 7 -6 -7 20 8 9 17 13 12 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0041844543034817681 -0.0027530205048388249 0.022306100387907674 0.00012750772292961251 -0.0013875918994913218 -0.0034042864965778629 -0.0014003174260700526 0.001675882540658482 -0.001162929364795167 0.038916893923220147 0.023748326635693068 -0.011098313763506493 -0.010931880574206266 0.026022621157124386 0.0026366640634487388 0.029568833243570698 -0.0081688645698997728 0.02302110858592743 0.025801146802039893 -0.0083406468950293633 0.0055640961499650622 -0.0049797941959343903 0.021657110784622621 0.025611236984543543 0.0010389340087236674 -0.0041028440890864991 -0.00965470656826589 -0.0040798393235855048 -0.0071422164621026919 0.026231635284496374 -0.0029838252068298838
leaf_count=211 670 31 535 129 602 932 1339 137 27 25 23 21 28 54 26 34 53 23 50 481 37 22 33 74 1538 342 21 38 32 432
internal_value=0 0.128989 0.187685 0.432868 0.0499505 0.138273 0.298964 0.616342 0.713716 0.835277 1.27822 2.23717 1.29519 0.924981 1.15929 0.831416 1.29211 0.59903 0.531651 0.650272 0.255943 0.85041 1.19847 0.607599 -0.328707 -0.446852 -0.346995 0.577865 1.473 -0.0302136
internal_count=8000 5386 4716 1646 3070 2468 1536 1111 982 845 266 76 49 190 167 141 107 579 556 506 1505 166 129 96 2614 1971 1629 91 53 643
cat_boundaries=0 1 2 3 4
cat_threshold=2 16 2 2
shrinkage=0.01


Tree=54
num_leaves=31
num_cat=4
split_feature=5 0 5 9 5 9 16 14 13 13 13 13 9 15 4 9 15 9 4 11 9 13 18 14 3 5 15 11 5 11
split_gain=25.4014 9.62047 10.3986 8.9924 8.82169 8.7498 7.66492 8.00922 19.2727 11.9638 12.3605 9.94631 9.19669 19.1405 7.51307 9.65507 9.41266 7.29195 6.01678 8.48216 6.65795 7.54906 7.41642 11.6418 5.82495 6.29842 5.77383 6.86247 5.69786 6.00746
threshold=-14389.499999999998 0 -15659.999999999998 -656.49999999999989 -19679.499999999996 -2890.4999999999995 10.500000000000002 29223.000000000004 103585.95000000001 35057.250000000007 24345.000000000004 771826.50000000012 -1275.4999999999998 0.68310000000000015 1 -2629.9999999999995 0.85300000000000009 -290.49999999999994 2 -8593.9999999999982 -604.49999999999989 615854.25000000012 0.0064500000000000009 29974.500000000004 3 -8576.9999999999982 0.65045000000000008 -5264.4999999999991 -18176.499999999996 -3907.4999999999995
decision_type=2 1 2 10 2 10 8 2 8 8 10 10 8 10 1 8 10 10 1 2 8 8 8 2 9 2 8 2 2 2
left_child=1 2 4 26 -1 -4 -6 9 -9 10 -8 12 -10 -14 15 -2 24 -16 19 -5 -21 22 23 -22 -17 -26 27 -3 29 -11
right_child=14 3 5 18 6 -7 7 8 11 28 -12 -13 13 -15 17 16 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0018880353337091655 -0.0060392731342874826 0.011358382529659206 0.0085802322905267035 -0.0085301731149897142 -0.0015207616475199277 -0.0086618881054405916 0.0035931030854346674 -0.0036459580224174593 0.037867747096051063 -0.0019327416146267496 0.037281008126397584 -0.0044849603826421329 0.0079297189666329201 0.045686019770589621 -0.0010670360641359868 -0.0011746180259740707 -0.0079149637958714422 0.0073016181796389124 -0.0024738603528900865 0.024222183257847626 0.033010725809102054 0.022992552051600307 -0.00077947186719931616 -0.0043677569917748389 0.0058585559928412689 -0.0046205357585846606 -0.0045968144444417094 -0.0075590284630470076 -0.0049554239096866164 0.018143359239187182
leaf_count=468 126 76 40 62 201 231 27 68 39 44 20 21 62 20 1021 224 78 135 445 26 24 26 172 21 1501 62 2540 48 145 27
internal_value=0 -0.185259 0.0577378 -0.303588 0.207666 -0.575248 0.458835 0.690188 1.19938 0.29031 1.74528 1.91157 2.26606 1.68097 0.227045 0.349159 0.406784 -0.000818293 0.0447965 0.414254 0.686185 0.496937 0.267721 1.59118 0.454168 0.505052 -0.4183 0.405949 -0.0828963 0.70457
internal_count=8000 4853 1413 3440 1142 271 674 473 210 263 47 142 121 82 3147 1991 1865 1156 776 331 269 243 217 45 1787 1563 2664 124 216 71
cat_boundaries=0 1 2 3 4
cat_threshold=2 16 16 2
shrinkage=0.01


Tree=55
num_leaves=31
num_cat=3
split_feature=5 3 9 16 17 4 15 14 15 0 9 11 5 11 18 13 14 6 18 13 7 16 5 11 9 11 5 6 5 6
split_gain=24.953 10.9764 12.4918 10.564 8.0308 8.35789 9.7103 7.0131 8.53738 7.62149 8.52458 10.2164 13.5241 8.94505 9.59658 10.7902 11.2599 6.25911 7.57781 6.75388 6.1203 7.07669 7.00662 7.78369 5.9969 6.90347 5.73406 5.32493 6.14707 7.14428
threshold=-18480.999999999996 0 -483.49999999999994 59.000000000000007 1.0000000180025095e-35 1 0.63085000000000013 13025.250000000002 0.73540000000000016 2 -197.49999999999997 -5022.4999999999991 -11621.999999999998 -7799.4999999999991 0.0028500000000000005 33687.000000000007 25227.000000000004 0.065400000000000014 0.019150000000000004 22502.250000000004 1.0000000180025095e-35 12.500000000000002 -11780.999999999998 -7301.9999999999991 -656.49999999999989 -4687.4999999999991 -11836.499999999998 0.022450000000000001 -12956.499999999998 0.010350000000000002
decision_type=2 9 8 8 10 1 8 2 8 1 8 2 2 2 10 10 2 10 10 8 2 8 2 2 8 2 2 10 2 8
left_child=24 -2 4 27 5 6 -3 -5 -9 10 11 -10 -13 -12 15 16 26 18 19 -11 -8 -22 23 -23 -1 -26 -15 28 -4 -30
right_child=1 2 3 7 -6 -7 20 8 9 17 13 12 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0047766918051575166 -0.0027257714004803491 0.021528381073232156 -0.0025558833763716861 -0.0013993712228315791 -0.0033774119845309302 -0.001374749006360822 0.0016386906543581214 -0.0011867098675225408 0.037283505073836917 0.022932524502511726 -0.011088263454161394 -0.010918757135846544 0.0251702876558005 0.014921524630345446 0.028481727301353742 -0.0081516052109384379 0.022283884412321681 0.024876182694121788 -0.0083207038687313668 0.0054481256932772748 -0.0034466991694379109 0.024494356013979611 0.023644145695964895 0.0015833462206644026 -0.0037660961944138865 0.0026339631201510779 -0.0055680392959842019 -0.0090780583909888732 0.02318461514239676 0.0033564430233027475
leaf_count=1650 670 31 244 129 602 932 1339 137 27 25 23 21 28 21 26 34 53 23 50 481 44 20 31 71 568 396 33 75 24 192
internal_value=0 0.126426 0.184075 0.423374 0.0489869 0.13607 0.293052 0.602991 0.698154 0.817017 1.2474 2.17282 1.26782 0.903525 1.13113 0.812585 1.26048 0.586325 0.520452 0.636446 0.250832 0.832858 1.2152 0.701377 -0.324688 -0.0954046 0.25816 0.0100873 0.144651 0.553128
internal_count=8000 5386 4716 1646 3070 2468 1536 1111 982 845 266 76 49 190 167 141 107 579 556 506 1505 166 122 91 2614 964 54 535 460 216
cat_boundaries=0 1 2 3
cat_threshold=2 16 2
shrinkage=0.01


Tree=56
num_leaves=31
num_cat=4
split_feature=5 0 5 9 9 5 16 14 13 13 13 13 9 15 4 9 15 9 4 11 9 13 18 14 15 11 5 11 3 5
split_gain=24.506 9.4258 10.2597 8.80987 8.54663 8.52708 7.38087 7.68588 18.3866 11.5378 11.5918 9.4845 8.50442 17.5714 7.20641 9.40166 9.16908 7.05867 5.86316 8.25753 6.32882 7.20099 7.13398 10.9142 5.67211 6.68687 5.61557 5.76173 5.55716 6.11886
threshold=-14389.499999999998 0 -15659.999999999998 -656.49999999999989 -2890.4999999999995 -19679.499999999996 10.500000000000002 29223.000000000004 103585.95000000001 35057.250000000007 24345.000000000004 771826.50000000012 -1275.4999999999998 0.68310000000000015 1 -2629.9999999999995 0.85300000000000009 -290.49999999999994 2 -8593.9999999999982 -604.49999999999989 615854.25000000012 0.0064500000000000009 29974.500000000004 0.65045000000000008 -5264.4999999999991 -18176.499999999996 -3907.4999999999995 3 -8576.9999999999982
decision_type=2 1 2 10 10 2 8 2 8 8 10 10 8 10 1 8 10 10 1 2 8 8 8 2 8 2 2 2 9 2
left_child=1 2 5 24 -4 -1 -7 9 -9 10 -8 12 -10 -14 15 -2 28 -16 19 -5 -21 22 23 -22 25 -3 27 -11 -17 -30
right_child=14 3 4 18 -6 6 7 8 11 26 -12 -13 13 -15 17 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0018478735199852409 -0.0060132334946244046 0.01115122689828266 0.0083367087221023935 -0.0085001095140744658 -0.0086356436539069444 -0.0014886150707823518 0.0035275557373936391 -0.0036186342174646564 0.03634723689906328 -0.001889441239276517 0.035855865437428698 -0.0044907178596676782 0.0077779495672829551 0.043374061439307603 -0.001056790508120121 -0.0011513416384761274 -0.0078898781880096386 0.0071501852290110548 -0.0024492716373250879 0.023472459039056936 0.031639927708615775 0.022291623068284815 -0.00078038265099356248 -0.0043381160175148311 -0.0045554470131097969 -0.007530689301821018 -0.0049395750721211362 0.017717948148865771 0.0057227393200318067 -0.0046118155852397178
leaf_count=468 126 76 40 62 231 201 27 68 39 44 20 21 62 20 1021 224 78 135 445 26 24 26 172 21 2540 48 145 27 1501 62
internal_value=0 -0.182619 0.0577997 -0.300132 -0.572645 0.206372 0.452294 0.67788 1.17315 0.285753 1.70263 1.85809 2.19806 1.63638 0.22227 0.341412 0.397877 -0.00105938 0.0444106 0.407887 0.673556 0.488203 0.263003 1.54924 -0.414235 0.401388 -0.0829182 0.696554 0.444238 0.493518
internal_count=8000 4853 1413 3440 271 1142 674 473 210 263 47 142 121 82 3147 1991 1865 1156 776 331 269 243 217 45 2664 124 216 71 1787 1563
cat_boundaries=0 1 2 3 4
cat_threshold=2 16 16 2
shrinkage=0.01


Tree=57
num_leaves=31
num_cat=0
split_feature=5 7 15 5 19 15 11 9 18 5 16 13 11 11 13 9 11 9 9 11 6 15 11 13 13 17 16 13 14 9
split_gain=24.1648 10.6889 10.8068 10.5222 7.44192 10.1622 10.0676 11.1267 12.4409 8.08659 7.88165 6.92136 6.16104 9.05475 5.99425 5.89658 6.7501 5.83518 5.60164 5.39618 12.7101 9.41956 9.38017 9.51596 10.1286 6.91478 5.68885 5.47914 5.14897 8.84433
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 -12120.499999999998 2.5000000000000004 0.61125000000000018 -1415.9999999999998 -2366.4999999999995 0.047150000000000004 -17676.499999999996 10.500000000000002 22502.250000000004 -9214.4999999999982 -9006.4999999999982 24345.000000000004 -656.49999999999989 -4687.4999999999991 -1494.4999999999998 -281.49999999999994 -2959.4999999999995 0.019650000000000004 0.77460000000000007 -6830.9999999999991 78392.250000000015 274905.00000000006 0.029200000000000004 14.500000000000002 122121.00000000001 15014.250000000002 -242.49999999999997
decision_type=2 2 10 2 2 8 2 10 8 2 8 10 2 2 8 8 2 8 10 2 8 10 2 8 10 10 10 8 2 8
left_child=15 2 3 4 6 -6 10 8 -8 -9 -2 -11 -12 -14 -5 -1 -17 -7 -13 22 -21 25 23 -3 -25 26 28 -24 -22 -30
right_child=1 19 -4 14 5 17 7 9 -10 11 12 18 13 -15 -16 16 -18 -19 -20 20 21 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0047311092451707325 -0.0057158304821735961 0.023236700687137259 -0.0097820630586934049 0.0085017881987412402 0.019879725254561414 -0.007089031603183537 -0.0052995960785161165 0.018765341124531681 0.025231112994558342 0.014630780898238271 -0.0066325816351752564 -0.006199698589328259 0.02229507721371966 0.001293548996975481 0.0022951051725817284 -0.0037259924725380395 0.0026066935304890223 -0.0014376836338701922 0.0093717165259063259 -0.011028965642028222 0.026293578525015765 0.028826774431540858 -0.0063985778952828842 -0.0081992027460675073 0.018910603607934923 -0.010944397269765963 -0.0057560047453600171 0.0038450298062455224 0.0044993588966440092 0.021800918912023372
leaf_count=1650 311 36 142 158 24 391 25 33 57 31 145 151 26 1151 1350 568 396 771 36 35 23 26 114 41 23 21 21 116 91 37
internal_value=0 0.123924 0.0641727 0.0915088 -0.0389815 -0.272391 0.0988879 0.661546 1.74011 0.266184 -0.0241861 0.00319064 0.0965141 0.17948 0.3097 -0.320688 -0.0933034 -0.324744 -0.285658 0.53586 0.88329 1.14276 0.253522 1.07978 0.270913 0.89457 1.07668 -0.120553 1.27355 1.03053
internal_count=8000 5386 4802 4660 3152 1186 1966 333 82 251 1633 218 1322 1177 1508 2614 964 1162 187 584 254 219 330 100 64 193 172 230 151 128
shrinkage=0.01


Tree=58
num_leaves=31
num_cat=2
split_feature=5 3 9 17 4 11 16 14 7 16 5 11 18 9 14 14 9 5 11 11 15 6 11 18 14 18 5 9 14 14
split_gain=23.766 12.9337 15.3389 10.5997 8.38942 8.19515 8.11336 8.50613 7.40525 8.9261 7.17067 8.22939 6.65209 6.64259 6.31624 8.39666 7.97868 6.63937 5.76735 9.41127 5.69406 9.56962 11.0676 6.81139 9.80715 15.7681 9.11578 8.36828 7.79003 6.34579
threshold=-19736.499999999996 0 -483.49999999999994 1.0000000180025095e-35 1 -9072.9999999999982 59.000000000000007 13025.250000000002 1.0000000180025095e-35 12.500000000000002 -11780.999999999998 -7732.4999999999991 0.03185000000000001 -460.49999999999994 42162.750000000007 39919.500000000007 -405.49999999999994 -10109.499999999998 -3141.4999999999995 -4989.9999999999991 0.76805000000000012 0.031750000000000007 -2813.4999999999995 0.055000000000000007 26453.250000000004 0.00085000000000000017 -16315.499999999998 -204.49999999999997 15457.500000000002 30451.500000000004
decision_type=2 9 8 10 1 2 8 2 2 8 2 2 8 8 2 2 8 2 2 2 10 8 2 8 2 10 2 8 2 2
left_child=-1 2 3 4 8 -4 -7 -8 -2 -10 11 -11 -13 -9 15 16 -15 20 19 -16 23 -22 -23 24 -18 -26 27 -25 -28 -30
right_child=1 -3 5 -5 -6 6 7 13 9 10 -12 12 -14 14 18 -17 17 -19 -20 -21 21 22 -24 26 25 -27 28 -29 29 -31
leaf_value=-0.0038489795367368852 0.0018708379772555501 -0.002456627567038711 -0.0038573748625330808 -0.0040805601422220427 -0.0013703104978408914 0.0013096791751162388 -0.0017556710720432994 0.024819666299519479 -0.0039379479126889008 0.025675882852412579 0.02518702767404225 -0.011143728325821046 0.0095949861355906461 -0.0060333088271156887 -0.004780343375049359 0.026961068596662679 -0.0062216868728924481 0.0026937777974560969 -0.0088026831935785321 0.02113354604680389 0.031052109044126943 -0.010963152497450043 0.022255069593317373 0.018515167886933762 0.033632663320994169 -0.006049651916771228 0.030601964449845177 -0.0034951056640723029 0.0087165702502937769 0.020786904380393718
leaf_count=2002 1431 1037 145 635 1022 499 123 24 47 25 29 26 57 48 41 23 72 149 52 28 36 23 25 29 24 24 29 74 156 65
internal_value=0 0.101274 0.174273 0.0285209 0.12557 0.436848 0.505317 0.666667 0.281659 0.891611 1.29458 0.848086 0.350232 0.77426 0.727527 0.832667 0.769163 0.853883 -0.0139803 0.647739 1.02964 1.8381 0.8192 0.887893 0.173071 1.38992 1.11329 0.243997 1.43956 1.23387
internal_count=8000 5998 4961 3272 2637 1689 1544 1045 1615 184 137 108 83 922 898 777 754 706 121 69 557 84 48 473 120 48 353 103 250 221
cat_boundaries=0 1 2
cat_threshold=81 16
shrinkage=0.01


Tree=59
num_leaves=31
num_cat=2
split_feature=5 3 9 17 4 11 16 14 7 16 5 11 18 9 14 14 9 5 11 11 6 14 11 9 5 11 6 15 18 5
split_gain=23.3443 12.6896 14.9553 10.4111 8.20473 7.99661 7.87047 8.25417 7.18625 8.63413 6.81141 7.83521 6.51092 6.31029 6.11648 7.97235 7.75751 6.39691 5.66376 9.0574 5.65706 5.5769 6.34044 5.44833 5.52083 12.0528 9.32772 10.0449 7.04947 6.94906
threshold=-19736.499999999996 0 -483.49999999999994 1.0000000180025095e-35 1 -9072.9999999999982 59.000000000000007 13025.250000000002 1.0000000180025095e-35 12.500000000000002 -11780.999999999998 -7732.4999999999991 0.03185000000000001 -460.49999999999994 42162.750000000007 39919.500000000007 -405.49999999999994 -10109.499999999998 -3141.4999999999995 -4989.9999999999991 0.022450000000000001 12003.750000000002 -5515.4999999999991 -2629.9999999999995 -14837.999999999998 -2261.9999999999995 0.0066500000000000005 0.63735000000000008 0.0022500000000000007 -16639.499999999996
decision_type=2 9 8 10 1 2 8 2 2 8 2 2 8 8 2 2 8 2 2 2 10 2 2 10 2 2 8 10 8 2
left_child=-1 2 3 4 8 -4 20 -8 21 -10 11 -11 -13 -9 15 16 -15 -18 19 -16 -7 22 -2 -23 25 -25 -26 28 -28 -27
right_child=1 -3 5 -5 -6 6 7 13 9 10 -12 12 -14 14 18 -17 17 -19 -20 -21 -22 23 -24 24 26 29 27 -29 -30 -31
leaf_value=-0.0038231902024632885 0.0053608809880780562 -0.0024391378098289436 -0.0038309351809166737 -0.00405365277800066 -0.0013581587849881517 0.0026738784312662712 -0.0017405527036182798 0.024100599388282743 -0.0039106922100560085 0.024924084826214832 0.024506919041476644 -0.011131372351912416 0.0094285349969448623 -0.0060024504997866325 -0.0047512780652753921 0.026163481010259493 0.010111108759657563 0.0026613445797081425 -0.0087769037888537054 0.02057289294463914 -0.0088360224002174362 -0.0039166401711299556 -0.0109661656264503 -0.0031098254898539496 0.021527805681984282 0.020677609370450458 0.023126077420795414 -0.0060112390791553869 0.0052412478030322007 0.0023583790349577336
leaf_count=2002 52 1037 145 635 1022 433 123 24 47 25 29 26 57 48 41 23 557 149 52 28 66 160 85 379 36 53 26 100 476 64
internal_value=0 0.100111 0.172281 0.0282226 0.124187 0.43097 0.498253 0.656535 0.278218 0.876967 1.26958 0.834101 0.345773 0.761862 0.716138 0.818974 0.756862 0.839673 -0.0139029 0.637913 0.12952 0.184928 -0.513735 0.25664 0.33989 0.0250122 0.535879 0.431256 0.619131 1.07022
internal_count=8000 5998 4961 3272 2637 1689 1544 1045 1615 184 137 108 83 922 898 777 754 706 121 69 499 1431 137 1294 1134 496 638 602 502 117
cat_boundaries=0 1 2
cat_threshold=81 16
shrinkage=0.01


Tree=60
num_leaves=31
num_cat=5
split_feature=5 3 9 16 17 4 15 14 15 0 9 11 5 11 18 13 14 0 6 9 13 5 6 18 13 13 11 11 1 11
split_gain=22.9506 10.2766 11.2131 9.64479 7.48647 7.69925 9.04425 6.39623 8.02569 7.17456 8.03513 9.4086 12.5864 8.43767 8.88711 10.219 10.2726 5.84369 6.44066 5.93597 7.55168 8.12656 5.81279 7.24247 6.3343 5.67027 9.43381 8.61625 6.67312 6.31288
threshold=-18480.999999999996 0 -483.49999999999994 59.000000000000007 1.0000000180025095e-35 1 0.63085000000000013 13025.250000000002 0.73540000000000016 2 -197.49999999999997 -5022.4999999999991 -11621.999999999998 -7799.4999999999991 0.0028500000000000005 33687.000000000007 25227.000000000004 3 0.015150000000000002 -236.49999999999997 122121.00000000001 -21905.499999999996 0.065400000000000014 0.019150000000000004 22502.250000000004 35057.250000000007 -4329.4999999999991 -3314.4999999999995 4 -9871.4999999999982
decision_type=2 9 8 8 10 1 8 2 8 1 8 2 2 2 10 10 2 1 10 10 10 2 10 10 8 10 2 2 1 2
left_child=17 -2 4 -4 5 6 -3 -5 -9 10 11 -10 -13 -12 15 16 -15 25 19 -19 21 -21 23 24 -11 26 28 -28 -1 -30
right_child=1 2 3 7 -6 -7 -8 8 9 22 13 12 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0108735224376738 -0.0026714327223753605 0.020467040603809133 5.1909355875908394e-05 -0.0014064563922588738 -0.0032884815470861951 -0.0013320419558786045 0.0023889029305628139 -0.0012991306027260413 0.035268497969375444 0.021764138027374386 -0.011083022122290247 -0.010914405677044832 0.023720287647651252 0.0023445139793143084 0.02687924440981674 -0.0081845652726099446 0.020918798497117731 -0.0039481094455739519 -0.0096073696623482849 -0.0039495266280194048 -0.0070811491535710935 0.025881488250074788 0.023473101026801665 -0.0083378076633179206 0.0050974180987765592 -0.0028678082721121235 0.027056437569438069 0.0052361296096966213 -0.010887496637396379 0.013751433464963774
leaf_count=67 670 31 535 129 602 932 1505 137 27 25 23 21 28 54 26 34 53 1538 342 21 38 32 23 50 481 432 24 61 21 38
internal_value=0 0.12005 0.175456 0.400195 0.0470252 0.130468 0.279955 0.569504 0.658728 0.772206 1.18444 2.0686 1.20576 0.853267 1.06873 0.763605 1.19036 -0.314294 -0.432039 -0.330983 0.587949 1.4744 0.55021 0.486734 0.598167 -0.0203363 0.420399 1.18156 -0.260867 0.580173
internal_count=8000 5386 4716 1646 3070 2468 1536 1111 982 845 266 76 49 190 167 141 107 2614 1971 1629 91 53 579 556 506 643 211 85 126 59
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 16 2 2 2
shrinkage=0.01


Tree=61
num_leaves=31
num_cat=2
split_feature=5 0 5 9 9 16 5 15 16 11 5 7 14 13 13 4 13 5 11 15 13 11 14 7 6 14 16 14 13 15
split_gain=22.6298 9.10873 10.2063 8.50232 8.2278 8.13301 7.62866 6.69109 6.78845 7.08948 6.47919 6.02151 10.2949 15.3932 9.10218 8.92016 17.6456 8.79812 7.07952 6.7326 6.01566 10.1432 6.38224 5.62543 9.19105 7.46069 9.81038 6.86514 6.68057 5.57736
threshold=-14389.499999999998 0 -15659.999999999998 -656.49999999999989 -2890.4999999999995 8.5000000000000018 -19679.499999999996 0.68310000000000015 21.500000000000004 -369.99999999999994 -14281.499999999998 1.0000000180025095e-35 29223.000000000004 103585.95000000001 135049.50000000003 1 68460.300000000017 -17422.499999999996 -3797.4999999999995 0.57205000000000006 24345.000000000004 -1491.4999999999998 22531.500000000004 1.0000000180025095e-35 0.031550000000000009 19136.250000000004 9.5000000000000018 16346.250000000002 132162.75000000003 0.65045000000000008
decision_type=2 1 2 10 10 8 2 10 8 2 2 2 2 8 8 1 8 2 2 10 8 2 2 2 8 2 10 2 8 8
left_child=1 2 5 29 -4 -1 -7 8 -2 10 -10 12 15 -14 -15 -8 -17 -16 -13 -19 21 -12 -23 25 -25 26 27 -9 -29 -3
right_child=7 3 4 -5 -6 6 11 23 9 -11 20 18 13 14 17 16 -18 19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.003827163238765312 0.00034921985190744824 0.0040279342873884008 0.0079310574311582602 0.00045067024002525604 -0.0086073345404112291 -0.00044762331903289626 -0.0048871544619679824 -0.0058321592825637562 0.020670792922125623 -0.0048568240699310809 0.0051306988895323162 0.025762475856037713 -0.0036195120505083194 0.038790344502377831 0.0052953915444370085 0.034257361704681973 -0.00179446846701246 0.013939138564678473 0.0022697478436863737 0.038666485095323763 0.0036341562118636546 0.0097754334438077944 0.032381264024375168 -0.0036401251543429903 0.014650085015125436 -0.0039375595781325698 0.025932208364365987 -0.0014445305188406571 0.024342678837880782 -0.0044765269161748458
leaf_count=259 809 124 40 776 231 378 166 77 30 98 122 24 71 20 69 25 53 35 20 22 1240 20 21 60 54 550 22 24 20 2540
internal_value=0 -0.17687 0.0594768 -0.29312 -0.570764 0.207637 0.363307 0.212081 0.300076 0.42363 0.478789 0.630252 0.487233 1.0383 1.65957 -0.0174977 0.962373 1.32497 1.62473 2.36347 0.448178 0.991003 2.19288 -0.0668882 0.585093 -0.198897 0.505497 0.106535 1.11306 -0.406253
internal_count=8000 4853 1413 3440 271 1142 883 3147 2340 1531 1433 505 461 217 146 244 78 126 44 57 1403 163 41 807 114 693 143 121 44 2664
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=62
num_leaves=31
num_cat=4
split_feature=5 3 9 17 4 11 16 14 9 5 5 14 11 6 16 0 9 13 2 14 11 5 16 14 6 9 14 9 5 9
split_gain=22.3126 12.2711 14.1398 10.0397 7.87561 7.73639 7.35476 7.79542 7.25526 7.46803 7.18092 8.83124 12.8723 9.05357 10.0606 10.7174 8.10449 6.25807 12.4198 5.96608 6.56091 6.49127 5.67265 12.8876 5.58071 5.54669 7.42015 7.47886 6.13632 5.52631
threshold=-19736.499999999996 0 -483.49999999999994 1.0000000180025095e-35 1 -9072.9999999999982 59.000000000000007 13025.250000000002 -2629.9999999999995 -19561.499999999996 -13924.999999999998 22531.500000000004 -8215.4999999999982 0.007150000000000001 10.500000000000002 2 -1364.4999999999998 149445.00000000003 3 42162.750000000007 -3141.4999999999995 -11499.999999999998 8.5000000000000018 40331.250000000007 0.022450000000000001 -460.49999999999994 39919.500000000007 -405.49999999999994 -10109.499999999998 -2307.4999999999995
decision_type=2 9 8 10 1 2 8 2 10 2 2 2 2 10 10 1 10 10 1 2 2 2 8 2 10 8 2 8 2 8
left_child=-1 2 3 4 -2 -4 24 -8 -6 -10 -11 12 -12 14 15 22 -17 -18 -19 25 21 -21 -13 -24 -7 -9 27 -27 -29 -14
right_child=1 -3 5 -5 8 6 7 19 9 10 11 13 29 -15 -16 16 17 18 -20 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0037587223374623219 -0.0020979959807006987 -0.0024153748938186542 -0.0038287993146744153 -0.0040000326905623119 -0.0038101920638066982 0.0026366672723840317 -0.0017263592619480017 0.025142456286760876 0.021610041985311003 0.00049911430855182368 0.026391078139605253 0.010477385807721366 0.015902407095690227 -0.0036995331070885191 -0.00069918117511327262 -0.0019187809515651558 0.0072454834108084554 0.03909093522106788 0.0043076378734417074 -0.00064722368616760759 -0.0088826937171644048 0.020949805818930873 0.016524443262728051 0.046024115538535686 -0.0088206487046753705 -0.0060059069785277121 0.025006483772771849 0.0097886836750972848 0.0025269968354895071 -0.0020559732246104145
leaf_count=2002 712 1037 145 635 231 433 123 20 31 921 20 38 20 67 78 63 75 24 21 50 53 22 46 20 66 48 23 557 149 270
internal_value=0 0.0972662 0.168016 0.0276316 0.121449 0.418358 0.484025 0.635761 0.237303 0.314477 0.284557 0.514628 0.0942462 0.827414 1.02376 1.3018 0.810978 1.299 2.277 0.736905 0.0317442 0.710271 2.12958 2.66361 0.127365 0.836749 0.792204 0.732138 0.812475 -0.0822827
internal_count=8000 5998 4961 3272 2637 1689 1544 1045 1925 1694 1663 742 310 432 365 287 183 120 45 922 125 72 104 66 499 797 777 754 706 290
cat_boundaries=0 1 2 3 4
cat_threshold=81 1 2 2
shrinkage=0.01


Tree=63
num_leaves=31
num_cat=4
split_feature=5 3 9 17 16 14 0 15 9 11 5 11 4 9 9 16 9 14 15 9 5 18 14 4 9 6 5 6 13 11
split_gain=21.9159 12.0491 11.8612 9.85253 9.16932 7.51273 7.14698 8.51007 8.81656 8.38771 9.04211 7.51191 7.03616 7.99283 6.68165 8.74004 8.30605 6.62919 7.27547 6.3098 6.53739 6.14673 6.89231 7.73006 5.6019 5.47086 5.49796 6.77066 5.44849 7.12196
threshold=-19736.499999999996 0 -483.49999999999994 1.0000000180025095e-35 59.000000000000007 13025.250000000002 1 0.73540000000000016 -197.49999999999997 -5022.4999999999991 -11621.999999999998 -9072.9999999999982 2 -2629.9999999999995 -2276.4999999999995 13.500000000000002 -2048.4999999999995 12003.750000000002 0.63085000000000013 -104.49999999999999 -9056.9999999999982 0.018550000000000001 33617.250000000007 3 -2890.4999999999995 0.022450000000000001 -12956.499999999998 0.010350000000000002 37246.500000000007 -8460.4999999999982
decision_type=2 9 8 10 8 2 1 8 8 2 2 2 1 10 10 10 10 2 8 8 2 10 2 1 8 10 2 8 10 2
left_child=-1 -2 3 12 25 -6 7 -7 9 -9 -11 -8 -3 24 15 -15 -16 -18 -19 -10 -21 22 23 -13 -14 26 -4 -28 29 -20
right_child=1 2 4 -5 5 6 11 8 19 10 -12 21 13 14 16 -17 17 18 28 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0037332678149074217 -0.0030233234838070739 -0.0018916234082185705 -0.0020465556838124869 -0.0038673597094134211 -0.0021017019600644673 -0.0026514312701117972 -0.0071770808971885662 0.033649596851179103 -0.0047458972284817168 -0.0053706022040979871 0.022748696994108145 -0.007485351779990517 0.010214015314177118 0.0057613764427706425 -0.0082035748123367343 0.025141128590164194 -0.0045724760491998384 0.02038001029550664 0.025934101301163352 0.012999193639323883 -0.0038722050210873845 -0.004298016468154248 0.0001326081984269562 0.0097096601701626272 -0.0063357002885062429 -0.0091327597381368562 0.022225700855870504 0.0031669024942646666 0.0018698283517039919 0.0056908908526688345
leaf_count=2002 754 743 285 665 143 54 72 30 34 23 28 34 32 197 95 33 140 29 21 148 26 80 152 405 208 79 24 192 1000 272
internal_value=0 0.096153 0.154456 0.0278744 0.374636 0.531185 0.622413 0.984319 1.178 2.07349 1.26946 0.422756 0.118365 0.224507 0.302944 0.87829 0.221535 0.285327 0.361136 0.85463 1.06684 0.526086 0.636105 0.847223 -0.411378 0.00390151 0.131068 0.528607 0.320531 0.711595
internal_count=8000 5998 5244 3435 1809 1229 1086 343 289 81 51 743 2770 2027 1787 230 1557 1462 1322 208 174 671 591 439 240 580 501 216 1293 293
cat_boundaries=0 1 2 3 4
cat_threshold=2 2 1 4
shrinkage=0.01


Tree=64
num_leaves=31
num_cat=0
split_feature=5 7 15 5 19 15 11 9 18 5 16 13 11 11 9 11 13 9 9 11 6 11 13 13 15 17 16 13 6 9
split_gain=21.5593 9.95974 10.4354 9.74377 7.29485 9.64238 9.59719 10.3988 11.4949 7.68081 7.5537 6.57749 5.91173 8.81316 5.7562 6.58065 5.71112 5.60226 5.29069 5.185 12.0061 8.84649 8.7143 9.65016 8.58734 6.5309 5.41865 5.25152 5.10659 4.96899
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 -12120.499999999998 2.5000000000000004 0.61125000000000018 -1415.9999999999998 -2366.4999999999995 0.047150000000000004 -17676.499999999996 10.500000000000002 22502.250000000004 -9214.4999999999982 -9006.4999999999982 -656.49999999999989 -4687.4999999999991 24345.000000000004 -1494.4999999999998 -281.49999999999994 -2959.4999999999995 0.019650000000000004 -6830.9999999999991 78392.250000000015 274905.00000000006 0.77460000000000007 0.029200000000000004 14.500000000000002 122121.00000000001 0.038300000000000008 -588.49999999999989
decision_type=2 2 10 2 2 8 2 10 8 2 8 10 2 2 8 2 8 8 10 2 8 2 8 10 10 10 10 8 10 8
left_child=14 2 3 4 6 -6 10 8 -8 -9 28 -11 -12 -14 -1 -16 -5 -7 -13 21 -21 22 -3 -24 25 26 -22 -23 -2 -17
right_child=1 19 -4 16 5 17 7 9 -10 11 12 18 13 -15 15 29 -18 -19 -20 20 24 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0045926327966354045 -0.0072031194891930975 0.021912695281607365 -0.0097522013839603221 0.0081643302740585476 0.018971745713969965 -0.0070387185080479702 -0.0052751707516079469 0.018071700889345274 0.023995983998146318 0.014048796067663049 -0.0065772496854773158 -0.0061558175797314079 0.021794347304039802 0.0012226532894195009 -0.0035992013193358497 0.017453589443621222 0.0021476009737408279 -0.0014843020086639811 0.0088494906963311314 -0.011010189098183574 0.012186660613346513 -0.0063965096708479179 -0.0082063957078567333 0.018043435297270961 0.027227631659844598 -0.01093661113140065 -0.005795180952551997 0.0036013618829691548 0.0097939501068968499 0.0015621194623633265
leaf_count=1650 281 36 142 158 24 391 25 33 57 31 145 151 26 1151 568 29 1350 771 36 35 151 114 41 23 26 21 21 116 30 367
internal_value=0 0.115488 0.0577258 0.0842501 -0.0415432 -0.272764 0.0946524 0.640774 1.669 0.25711 -0.0258956 -0.00101217 0.0913716 0.171824 -0.306719 -0.0811488 0.292839 -0.324514 -0.285307 0.51043 0.848236 0.234892 1.02725 0.251935 1.09436 0.857026 1.02966 -0.12901 -0.565294 0.268628
internal_count=8000 5386 4802 4660 3152 1186 1966 333 82 251 1633 218 1322 1177 2614 964 1508 1162 187 584 254 330 100 64 219 193 172 230 311 396
shrinkage=0.01


Tree=65
num_leaves=31
num_cat=2
split_feature=5 3 9 17 4 11 16 14 7 16 5 11 18 14 11 11 6 14 11 11 15 15 15 18 14 18 14 5 17 14
split_gain=21.2041 11.8409 13.3388 9.64543 7.57844 7.38867 6.81936 7.34117 6.74614 8.19486 6.38901 7.15394 6.29966 5.61195 6.44409 6.22636 5.41991 5.31231 6.27954 5.27836 5.28301 5.21674 6.62632 7.56905 6.25331 6.24754 5.4691 6.10273 7.16686 7.87112
threshold=-19736.499999999996 0 -483.49999999999994 1.0000000180025095e-35 1 -9072.9999999999982 59.000000000000007 13025.250000000002 1.0000000180025095e-35 12.500000000000002 -11780.999999999998 -7732.4999999999991 0.03185000000000001 42162.750000000007 -3141.4999999999995 -4989.9999999999991 0.022450000000000001 12003.750000000002 -5515.4999999999991 -415.99999999999994 0.7027000000000001 0.74845000000000017 0.82685000000000008 0.015050000000000003 26779.500000000004 0.0050500000000000015 26453.250000000004 -10109.499999999998 0.082200000000000009 37707.750000000007
decision_type=2 9 8 10 1 2 8 2 2 8 2 2 8 2 2 2 10 2 2 2 8 10 8 8 2 10 2 2 8 2
left_child=-1 2 3 4 8 -4 16 -8 17 -10 11 -11 -13 21 15 -15 19 18 -2 20 -7 25 23 24 -23 26 -9 28 -28 -30
right_child=1 -3 5 -5 -6 6 7 13 9 10 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0036865718296224632 0.0053118385292124015 -0.0023911656036653913 -0.003796925409384976 -0.0039426691447687883 -0.0013251882539246399 0.016471673711710308 -0.0017173465411446643 0.0054429298249925751 -0.0039509075549769021 0.023473950449397742 0.023436650176793986 -0.011129654157122229 0.009068087461661321 -0.0021045531885126065 -0.008876704991545763 0.018233632335276601 -0.0087766978701894951 0.0024406825721289484 -0.010954864874186317 0.015241649811237618 0.00035141394902421736 0.037084561704199465 0.0035827006970027761 0.0061566098047205675 0.015340885374441362 -0.0016972452590301396 0.029227070940141792 0.00077218058554776915 0.0081647179028536097 0.025677192407641831
leaf_count=2002 52 1037 145 635 1022 26 123 344 47 25 29 26 57 43 53 29 66 1294 85 34 373 27 47 33 26 88 31 39 132 30
internal_value=0 0.0941741 0.16345 0.026806 0.118316 0.405411 0.468948 0.61374 0.265244 0.840458 1.21691 0.79702 0.327994 0.710678 0.0273558 0.695371 0.125244 0.174801 -0.509625 0.258298 0.142016 0.806373 1.4048 1.92357 2.63276 0.690573 0.805708 1.18179 1.42399 1.16839
internal_count=8000 5998 4961 3272 2637 1689 1544 1045 1615 184 137 108 83 922 125 72 499 1431 137 433 399 797 133 86 53 664 576 232 193 162
cat_boundaries=0 1 2
cat_threshold=81 16
shrinkage=0.01


Tree=66
num_leaves=31
num_cat=3
split_feature=5 0 5 9 9 16 5 4 15 9 9 5 9 9 14 14 9 13 5 11 15 11 4 11 9 13 18 14 9 16
split_gain=20.9604 8.85383 10.1595 8.23776 7.97904 7.83575 6.92309 6.33743 8.6807 8.52357 6.45929 5.61396 6.14946 9.95504 11.4046 9.14076 5.5985 5.59389 10.6385 7.66236 5.47428 6.48872 5.31069 7.71581 6.03092 6.60645 6.57411 9.7516 5.16954 10.3946
threshold=-14389.499999999998 0 -15659.999999999998 -656.49999999999989 -2890.4999999999995 8.5000000000000018 -19679.499999999996 1 0.85300000000000009 -2629.9999999999995 -290.49999999999994 -19381.999999999996 -1084.4999999999998 -1741.4999999999998 35813.250000000007 23854.500000000004 -2535.4999999999995 78392.250000000015 -10882.499999999998 -3100.9999999999995 0.65045000000000008 -5264.4999999999991 2 -8593.9999999999982 -604.49999999999989 615854.25000000012 0.0064500000000000009 29974.500000000004 -2276.4999999999995 7.5000000000000009
decision_type=2 1 2 10 10 8 2 1 10 8 10 2 8 10 2 2 10 8 2 2 8 2 1 2 8 8 8 2 8 10
left_child=1 2 5 20 -4 -1 -7 8 9 -2 -9 -8 13 16 15 -15 -13 18 -12 -19 21 -3 23 -5 -25 26 27 -26 29 -11
right_child=7 3 4 22 -6 6 11 10 -10 28 17 12 -14 14 -16 -17 -18 19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.003738808407932824 -0.0057017951692152633 0.010984146285868506 0.0076203105609285518 -0.0084389926108577734 -0.0085818704826461679 -0.00031030167599873948 0.017768353562552838 -0.0010769693624448436 -0.0080760692066083085 0.0047329090501837326 -0.001882317995047853 0.011852193342795072 0.0017113412468848031 0.02392999468708696 0.039468695778084636 -0.005711599564568761 -0.0034573944396649936 -0.0084767618899193251 0.027700236451475263 0.011997648868780568 -0.0044042246810158314 -0.0074751711907654452 -0.0023311245636505489 0.022486238102472269 0.02910622151000216 0.020890907114266263 -0.00088081506879935268 -0.0043956388876119513 0.0036702450809192218 0.02884443499500788
leaf_count=259 119 76 40 62 231 378 43 1021 85 78 24 55 259 28 26 26 68 46 27 38 2540 48 445 26 24 26 172 21 1682 27
internal_value=0 -0.171456 0.0616574 -0.286703 -0.568688 0.209486 0.361577 0.202794 0.313147 0.356285 -0.00670122 0.613299 0.500262 0.980511 1.9718 1.03684 0.345734 0.669515 1.49065 0.11522 -0.398988 0.402303 0.0459678 0.387903 0.638362 0.458157 0.241446 1.45059 0.409497 1.15391
internal_count=8000 4853 1413 3440 271 1142 883 3147 1991 1906 1156 505 462 203 80 54 123 135 51 84 2664 124 776 331 269 243 217 45 1787 105
cat_boundaries=0 1 2 3
cat_threshold=2 16 16
shrinkage=0.01


Tree=67
num_leaves=31
num_cat=1
split_feature=5 7 15 5 5 13 19 15 16 11 15 4 14 11 9 11 13 6 9 11 6 11 9 15 17 5 16 13 6 16
split_gain=20.583 9.56256 10.1941 9.34429 7.20779 8.00266 6.22936 9.33678 7.3405 7.51418 7.52766 6.14138 5.93806 5.82003 5.65285 6.43187 5.50299 5.45934 5.12556 5.04448 11.6228 8.54156 8.31527 8.13113 6.32365 5.40685 5.25876 5.13178 4.92919 4.84705
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 -12120.499999999998 -18348.999999999996 146632.50000000003 2.5000000000000004 0.61125000000000018 8.5000000000000018 -6486.4999999999991 0.77460000000000007 0 48150.000000000007 -6042.4999999999991 -656.49999999999989 -4687.4999999999991 24345.000000000004 0.011750000000000002 -1494.4999999999998 -2959.4999999999995 0.019650000000000004 -6830.9999999999991 -546.49999999999989 0.77460000000000007 0.029200000000000004 -14632.499999999998 14.500000000000002 122121.00000000001 0.0010500000000000004 14.500000000000002
decision_type=2 2 10 2 2 8 2 8 8 2 8 1 2 2 8 2 8 10 8 2 8 2 8 10 10 2 10 8 8 10
left_child=14 2 3 4 5 -2 8 -8 -6 -10 -11 12 13 -12 -1 28 -5 -13 -9 21 -21 22 25 24 26 -3 -22 -23 -16 -18
right_child=1 19 -4 16 6 -7 7 18 9 10 11 17 -14 -15 15 -17 29 -19 -20 20 23 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.004532041409195821 0.0010463991995985685 0.024389857436574222 -0.0097253089074726806 0.0079678147442368893 -0.0047618377930788791 0.029016262510438186 0.018334368338414252 -0.006974799612283881 -0.0018312078464349925 -0.0036995334854180799 0.023183396890196328 -0.0010475768563542466 -0.0072710464228146043 0.0069377331463488659 0.013325543949666259 0.0026777889701779301 0.0027573375445411052 0.017203917396963302 -0.0016316970699182627 -0.010999403874917619 0.011889729675989476 -0.0063829170772888777 -0.004349433958907605 0.026347971544043398 -0.01093003779420061 0.0066738849412455101 -0.0058038713658260148 0.0034916498172166185 -0.0043283344582683656 -0.0038271512223872969
leaf_count=1650 35 36 142 158 313 20 24 388 580 173 29 267 38 491 24 396 1200 26 768 35 151 114 31 26 21 33 21 116 544 150
internal_value=0 0.112296 0.0556143 0.0816114 -0.0417616 1.2519 -0.0658153 -0.27938 0.0624514 0.158373 0.340829 0.475566 0.690671 0.785612 -0.301133 -0.0774248 0.285222 0.0434819 -0.331169 0.497958 0.829592 0.226596 0.999825 1.06838 0.837136 1.59349 1.00463 -0.131729 -0.354507 0.208577
internal_count=8000 5386 4802 4660 3152 55 3097 1180 1917 1604 1024 851 558 520 2614 964 1508 293 1156 584 254 330 100 219 193 69 172 230 568 1350
cat_boundaries=0 1
cat_threshold=16
shrinkage=0.01


Tree=68
num_leaves=31
num_cat=5
split_feature=5 3 9 17 16 14 0 15 9 11 5 11 4 9 0 13 9 14 11 13 9 5 11 18 18 14 4 9 14 14
split_gain=20.2435 11.5814 10.9102 9.35731 8.48723 7.08857 6.79128 8.07666 8.39768 7.88931 8.49077 7.05251 6.63546 7.62746 6.4738 7.81073 10.2322 8.73134 6.89732 6.61785 6.05981 6.22524 5.95609 5.92362 5.80133 6.50816 7.4206 5.51127 5.40076 5.83744
threshold=-19736.499999999996 0 -483.49999999999994 1.0000000180025095e-35 59.000000000000007 13025.250000000002 1 0.73540000000000016 -197.49999999999997 -5022.4999999999991 -11621.999999999998 -9072.9999999999982 2 -2629.9999999999995 3 20524.500000000004 -2407.4999999999995 20686.500000000004 -944.49999999999989 5625.0000000000009 -104.49999999999999 -9056.9999999999982 -1361.4999999999998 0.10885000000000002 0.018550000000000001 33617.250000000007 4 -2890.4999999999995 38718.000000000007 30084.750000000004
decision_type=2 9 8 10 8 2 1 8 8 2 2 2 1 10 1 10 10 2 2 10 8 2 2 8 10 2 1 10 2 2
left_child=-1 -2 3 12 -4 -6 7 -7 9 -9 -11 -8 -3 27 15 23 17 -17 22 -16 -10 -22 -18 -15 25 26 -13 -14 29 -21
right_child=1 2 4 -5 5 6 11 8 20 10 -12 24 13 14 19 16 18 -19 -20 28 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.003621457271125954 -0.002997041579412575 -0.0018522692023178616 1.3347578267784737e-05 -0.0037963916871377873 -0.0021251078602665639 -0.0027065140405806783 -0.0071196048902765138 0.032248110884372315 -0.0048169730372768149 -0.0053869782390200413 0.021707426780956669 -0.0075204247510223176 0.010095197098701644 0.0023645343859910457 -0.0082297204315302137 0.036468688000890453 0.0035050492533441513 0.0081890171456587835 -0.0065807858185241751 0.0016574803993089982 0.012458180161370359 -0.0039362249033547056 0.02217938483114509 0.022617252940718948 -0.0043011075996267694 1.3509175478067572e-05 0.0092643045353207349 -0.0062925396615003291 -0.0039204524782430975 0.0087530635989561574
leaf_count=2002 754 743 580 665 143 54 72 30 34 23 28 34 32 23 80 20 413 38 83 708 148 26 20 39 80 152 405 208 172 191
internal_value=0 0.0914993 0.148465 0.0267232 0.358309 0.507399 0.594931 0.944539 1.13043 1.99349 1.21856 0.401248 0.114384 0.216882 0.292858 0.565866 0.425179 1.81039 0.269945 0.127623 0.816667 1.02188 0.443639 1.59192 0.499409 0.604639 0.807119 -0.406692 0.205495 0.314876
internal_count=8000 5998 5244 3435 1809 1229 1086 343 289 81 51 743 2770 2027 1787 636 574 58 516 1151 208 174 433 62 671 591 439 240 1071 899
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 2 1 2 4
shrinkage=0.01


Tree=69
num_leaves=31
num_cat=3
split_feature=5 0 5 9 9 16 13 5 15 16 11 5 15 6 13 11 14 7 14 13 4 13 13 15 5 11 2 9 5 19
split_gain=19.9956 8.61284 10.0408 8.06107 7.81194 7.58955 7.45114 6.48312 6.09639 6.17515 6.82385 6.18459 5.84032 5.8772 5.5124 9.34119 5.66203 5.4607 9.80534 14.3396 8.67427 16.6546 8.43327 8.32518 8.63193 6.35532 5.4056 10.6048 5.26999 11.1257
threshold=-14389.499999999998 0 -15659.999999999998 -483.49999999999994 -2890.4999999999995 8.5000000000000018 1002060.0000000001 -19679.499999999996 0.68310000000000015 21.500000000000004 -369.99999999999994 -14281.499999999998 0.65045000000000008 0.32790000000000002 24345.000000000004 -1491.4999999999998 22531.500000000004 1.0000000180025095e-35 29223.000000000004 103585.95000000001 1 68460.300000000017 135049.50000000003 0.7027000000000001 -16889.499999999996 -3797.4999999999995 2 -281.49999999999994 -10705.499999999998 1.5000000000000002
decision_type=2 1 2 10 10 8 8 2 10 8 2 2 8 8 8 2 2 2 2 8 1 8 8 10 2 2 1 10 2 2
left_child=1 2 5 12 -4 -1 -5 -7 9 -2 11 -11 -3 -14 15 -13 -17 18 20 -20 -9 -22 -21 24 -24 -19 28 -28 29 -10
right_child=8 3 4 6 -6 7 -8 17 26 10 -12 14 13 -15 -16 16 -18 25 19 22 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0036838365295132187 0.00027836941982621605 0.0043150325446349707 0.0074182855598633069 0.00029067715303294871 -0.008561093480907396 -0.00024681405388354507 0.020625650317492507 -0.0049378771355061621 0.018245827453385842 0.019823627855271159 -0.0049208411686169455 0.0047698000974945726 -0.0071896606506334729 -0.0030058019218105626 0.0033980463046069621 0.0092582884481214687 0.030204205752455096 0.024068845113880383 -0.0036280381149486674 0.036701449239398158 0.032719535893604768 -0.0018758381694210871 0.0017047088329428762 0.028559142253482068 0.024611687143963175 0.0020638857879512465 -0.0071399447188708332 0.011706915716018347 0.0064666143897926277 -0.0032057177582988493
leaf_count=259 809 131 40 528 231 378 22 166 29 30 98 122 779 1980 1240 20 21 24 71 20 25 53 70 29 27 20 268 38 159 313
internal_value=0 -0.16817 0.0616231 -0.282313 -0.566631 0.20828 0.126325 0.357243 0.197328 0.280474 0.397055 0.450551 -0.372229 -0.412639 0.420715 0.933991 2.06485 0.599002 0.462816 0.994241 -0.0289748 0.928747 1.58023 1.25983 0.782168 1.53156 -0.0692349 -0.443384 0.151684 -0.107244
internal_count=8000 4853 1413 3440 271 1142 550 883 3147 2340 1531 1433 2890 2759 1403 163 41 505 461 217 244 78 146 126 97 44 807 306 501 342
cat_boundaries=0 1 2 3
cat_threshold=2 16 2
shrinkage=0.01


Tree=70
num_leaves=31
num_cat=2
split_feature=5 3 9 17 4 11 9 5 5 14 11 6 16 15 16 16 14 9 9 5 13 13 13 9 9 6 14 5 11 11
split_gain=19.6433 11.4089 12.333 9.14058 7.14631 6.99061 6.5951 7.16619 6.43798 8.36156 11.869 8.86784 8.9374 13.6571 7.82764 6.22127 6.8956 6.13134 8.44659 9.65529 8.40964 8.40035 6.21188 5.43145 5.46087 5.31077 5.28635 6.17479 5.62493 9.20651
threshold=-19736.499999999996 0 -483.49999999999994 1.0000000180025095e-35 1 -9072.9999999999982 -2629.9999999999995 -19561.499999999996 -13924.999999999998 22531.500000000004 -8215.4999999999982 0.0066500000000000005 10.500000000000002 0.7027000000000001 7.5000000000000009 59.000000000000007 13025.250000000002 -1220.4999999999998 -665.49999999999989 -12892.499999999998 96858.000000000015 53433.000000000007 293175.00000000006 -460.49999999999994 -405.49999999999994 0.022450000000000001 42162.750000000007 -10109.499999999998 -3141.4999999999995 -4989.9999999999991
decision_type=2 9 8 10 1 2 10 2 2 2 2 8 10 10 10 8 2 10 8 2 10 10 10 8 8 10 2 2 2 2
left_child=-1 2 3 4 -2 -4 -6 -8 -9 10 -10 -11 13 14 17 25 -17 20 19 -19 21 -13 -21 -18 -25 -7 27 -26 29 -28
right_child=1 -3 5 -5 6 15 7 8 9 11 -12 12 -14 -15 -16 16 23 18 -20 22 -22 -23 -24 24 26 -27 28 -29 -30 -31
leaf_value=-0.0035797657037301834 -0.0020299562291026104 -0.0023761616835170111 -0.0037688089872558073 -0.0038662616810674626 -0.003706300314270113 0.0025224743477683747 0.02084078351446433 0.00044141183426212727 0.024598453307981317 0.028219589884678545 -0.00096567481423735888 0.0033203771937352533 -0.0030706354667596625 -0.01102474004027848 0.029431690302445586 -0.0017435178473092035 0.02154752862575926 0.038133028384695664 0.00044605487979166583 0.018546823966155809 -0.0065772449832157557 0.028240559004035076 -0.0014650193623674725 -0.0043747860981892964 0.0095261974870717355 -0.0087557328834580502 -0.0046775225964511974 0.0024372403706963293 -0.0086911732595105814 0.021073033709710191
leaf_count=2002 712 1037 145 635 231 433 31 921 20 21 290 42 88 38 25 123 24 23 37 65 51 22 20 53 575 66 40 153 51 26
internal_value=0 0.0897861 0.157585 0.0258098 0.114332 0.388783 0.22359 0.295976 0.266654 0.481813 0.0748116 0.782317 0.671768 0.916516 1.14317 0.449849 0.58665 0.981099 1.41043 1.84758 0.400933 1.15973 1.38925 0.679347 0.637099 0.121425 0.697089 0.79295 0.00976318 0.661481
internal_count=8000 5998 4961 3272 2637 1689 1925 1694 1663 742 310 432 411 323 285 1544 1045 260 145 108 115 64 85 922 898 499 845 728 117 66
cat_boundaries=0 1 2
cat_threshold=81 1
shrinkage=0.01


Tree=71
num_leaves=31
num_cat=3
split_feature=5 7 15 3 9 16 19 11 9 11 9 6 18 4 9 14 15 11 11 14 13 17 14 5 5 0 14 13 11 15
split_gain=19.3422 9.2354 9.93986 8.90032 9.30186 6.15728 7.8201 14.4292 5.55636 6.30919 5.44189 5.37893 5.96535 5.23172 6.55222 6.48585 5.41369 5.31807 6.71046 5.21745 10.9702 10.0955 9.91567 4.94546 6.3768 6.15325 7.31794 6.49436 5.99105 5.7289
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 0 -483.49999999999994 59.000000000000007 1.5000000000000002 -3314.4999999999995 -656.49999999999989 -4687.4999999999991 -460.49999999999994 0.007150000000000001 1.0000000180025095e-35 1 -2629.9999999999995 12003.750000000002 0.63085000000000013 -4989.9999999999991 -6353.4999999999991 21892.500000000004 79071.075000000012 0.57320000000000015 16841.250000000004 -8713.4999999999982 -9144.9999999999982 2 29594.250000000004 224176.50000000003 -4953.9999999999991 0.78765000000000007
decision_type=2 2 10 9 8 8 2 2 8 2 8 10 8 1 10 2 8 2 2 2 8 8 2 2 2 1 2 10 2 8
left_child=8 2 3 -2 13 6 7 -6 -1 -10 -7 12 -8 19 -15 17 -17 18 -16 20 21 -5 -23 24 25 26 29 28 -28 -12
right_child=1 -3 -4 4 5 10 11 -9 9 -11 23 -13 -14 14 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0044563021316311475 -0.0030069114430733668 0.004859411268331568 -0.0097001226031953897 -0.0035825050404762692 -0.0029430011286988777 0.01919387702407083 0.015501386371085397 0.026877969563913921 -0.0034773019687154689 0.0027006808747182115 -0.011028959614539778 -0.01088765357129568 -0.001524484184072824 -0.0050927602461238531 -0.0069244678524173686 0.017160319004330647 0.0021424846502365621 -0.010954644852173743 0.018848106017696757 -0.0044239360139922421 -0.0057066891175682867 0.0013541142129180536 0.032532861920380116 -0.0044105866834639688 0.017943597938536521 0.0025637326447773457 -0.0026854161995869671 0.030446355320843145 0.016194159356961179 0.0066472728543661786
leaf_count=1650 592 584 142 38 47 27 27 29 568 396 26 76 286 216 36 26 1502 89 21 561 109 22 31 57 36 586 24 23 54 119
internal_value=0 0.108133 0.0523927 0.0778322 0.135133 0.353882 0.0151247 1.00318 -0.293782 -0.0716283 0.499365 -0.195734 -0.00101987 0.0069844 0.105228 0.177496 0.24468 -0.553771 0.330037 -0.255705 0.250776 1.14941 2.0929 0.455518 0.520578 0.457246 0.864038 1.49526 1.09865 0.398305
internal_count=8000 5386 4802 4660 4068 1417 465 76 2614 964 952 389 313 2651 1890 1674 1528 146 57 761 200 91 53 925 868 832 246 101 78 145
cat_boundaries=0 1 2 3
cat_threshold=2 1 2
shrinkage=0.01


Tree=72
num_leaves=31
num_cat=3
split_feature=5 0 13 6 18 19 11 16 11 15 6 15 13 13 5 19 5 5 17 9 15 14 9 17 14 15 4 17 18 2
split_gain=19.0281 11.7465 9.82158 8.60954 7.37218 6.39484 5.94745 5.84484 8.50576 7.11845 12.329 5.51145 9.14522 14.1885 5.42439 8.5418 6.30139 7.88254 6.57648 6.09104 7.13471 5.17409 12.484 5.12617 5.0065 5.38887 6.04998 9.94251 5.65119 6.35978
threshold=-12542.499999999998 0 31545.000000000004 0.015150000000000002 0.010950000000000001 1.5000000000000002 -9072.9999999999982 28.500000000000004 -415.99999999999994 0.65045000000000008 0.00065000000000000008 0.77460000000000007 40558.500000000007 23970.487500000003 -16821.999999999996 2.5000000000000004 -16688.499999999996 -15890.499999999998 0.049000000000000009 -656.49999999999989 0.75500000000000012 16015.500000000002 -975.49999999999989 0.70000000000000007 14161.500000000002 0.85300000000000009 1 0.22820000000000004 0.0029500000000000004 2
decision_type=2 1 10 10 10 2 2 8 2 8 10 8 8 10 2 2 2 2 10 10 10 2 8 8 2 10 1 10 8 1
left_child=1 2 4 7 6 23 -1 8 -3 10 -9 12 13 -2 19 16 -16 -18 -19 -11 -21 22 -17 -4 -13 26 27 28 29 -26
right_child=11 3 5 -5 -6 -7 -8 9 -10 14 -12 24 -14 -15 15 21 17 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0036172650324632055 -0.0072974652403703126 -0.0061181097515086496 -0.0019226275101290877 -0.0067107394092885174 -0.0050982897366867895 -0.0017994030999741667 0.0075701718951781839 -0.0078226881850450378 0.012764108928625515 -0.0042465205338996954 0.016328019510926779 -0.001299337507404102 -0.0034753829030516078 0.025309725834958007 0.021475179807884787 0.021988532607286868 -0.0054875483256706251 0.0064407759598773826 -0.0080373300193413138 4.305136260105185e-05 0.022542667329063609 -0.0058522654095522295 -0.0078491914249382965 0.012106684067018862 0.017741992855524386 -0.0038045265723381555 0.0016506700410356854 0.024753084605871067 0.0044538337182121294 0.0017881819068761055
leaf_count=73 25 617 56 698 85 1143 396 47 34 1326 83 219 321 31 26 34 129 377 47 343 20 300 45 68 65 106 529 30 686 41
internal_value=0 -0.122879 0.109506 -0.245718 0.466032 -0.0840886 0.616893 -0.170528 -0.501321 -0.0932885 0.765101 0.258575 -0.113923 1.07583 -0.138005 0.0725947 0.343622 0.265203 0.492055 -0.284125 0.13238 -0.363891 0.481267 0.639347 0.335762 0.403467 0.453053 0.614176 0.55028 1.21677
internal_count=8000 5947 1821 4126 554 1267 469 3428 651 2777 130 2053 377 56 2647 958 579 553 424 1689 363 379 79 124 1676 1457 1351 822 792 106
cat_boundaries=0 1 2 3
cat_threshold=2 16 2
shrinkage=0.01


Tree=73
num_leaves=31
num_cat=2
split_feature=5 3 9 17 4 11 9 5 5 14 11 6 16 15 16 14 14 14 5 13 19 14 11 9 13 9 5 13 13 9
split_gain=18.7769 11.0427 11.6878 8.876 6.89918 6.74174 6.32983 6.95679 6.11795 8.03742 11.3516 8.32629 8.62642 13.1543 7.34908 5.97705 8.84709 18.7169 7.55413 9.48399 6.2305 8.15413 5.8958 5.8529 8.12105 8.04077 8.97242 7.93323 5.91654 5.53477
threshold=-19736.499999999996 0 -483.49999999999994 1.0000000180025095e-35 1 -9072.9999999999982 -2629.9999999999995 -19561.499999999996 -13924.999999999998 22531.500000000004 -8215.4999999999982 0.0066500000000000005 10.500000000000002 0.7027000000000001 7.5000000000000009 42673.500000000007 26453.250000000004 26649.000000000004 -10109.499999999998 89496.000000000015 3.5000000000000004 39246.750000000007 -7359.9999999999991 -1220.4999999999998 96858.000000000015 -665.49999999999989 -12892.499999999998 53433.000000000007 283810.50000000006 -309.49999999999994
decision_type=2 9 8 10 1 2 10 2 2 2 2 8 10 10 10 2 2 2 2 10 2 2 2 10 10 8 2 10 8 10
left_child=-1 2 3 4 -2 -4 -6 -8 -9 10 -10 -11 13 14 23 16 -7 -18 20 -20 21 29 -17 24 27 26 -25 -13 -28 -19
right_child=1 -3 5 -5 6 15 7 8 9 11 -12 12 -14 -15 -16 22 17 18 19 -21 -22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=-0.0035182032967538469 -0.0020029574153955392 -0.0023529968216362057 -0.0037514984596240765 -0.0038252455827999061 -0.0036526847177200841 0.0029714093860208181 0.020392419235612712 0.00043421496004894127 0.023747944699622853 0.02710725973084057 -0.00098801514331991786 0.0031910928164038837 -0.0030790581165361774 -0.011013430543081258 0.028309797361501625 0.015796735946324254 0.036426566446471534 0.008443201309646849 -0.011235249051210837 0.011636512147501442 0.018966404776665863 0.019872926179491792 -0.0029784582089858718 0.036515757295220989 -0.0065661756893292842 0.00037998429214458271 0.01795796944676796 0.027164573325906553 -0.0015051881345796393 -0.00083960105395955106
leaf_count=2002 712 1037 145 635 231 801 31 921 20 21 290 42 88 38 25 24 21 214 48 29 58 46 195 23 51 37 65 22 20 108
internal_value=0 0.0872616 0.153778 0.02525 0.112185 0.377912 0.219164 0.28961 0.260631 0.469311 0.0703215 0.761948 0.654358 0.892567 1.11126 0.43742 0.516892 0.848192 0.709979 -0.205251 0.888723 0.728711 -0.102017 0.954062 0.388363 1.36945 1.78994 1.12529 1.34837 0.534379
internal_count=8000 5998 4961 3272 2637 1689 1925 1694 1663 742 310 432 411 323 285 1544 1325 524 503 77 426 368 219 260 115 145 108 64 85 322
cat_boundaries=0 1 2
cat_threshold=81 1
shrinkage=0.01


Tree=74
num_leaves=31
num_cat=3
split_feature=5 7 15 3 9 16 19 11 0 6 9 13 5 13 11 18 5 16 6 18 9 4 9 14 11 11 15 14 13 17
split_gain=18.4438 8.97639 9.71065 8.60983 8.81589 5.94226 7.53363 13.7204 5.46957 6.52054 5.76402 7.50649 7.80084 5.42885 9.01142 6.94003 6.22069 5.99238 5.2962 5.75278 5.11401 5.00669 6.33727 6.3166 5.25522 6.52101 5.13103 5.12399 10.6857 9.62464
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 0 -483.49999999999994 59.000000000000007 1.5000000000000002 -3314.4999999999995 1 0.015150000000000002 -236.49999999999997 122121.00000000001 -21905.499999999996 35057.250000000007 -9871.4999999999982 0.010950000000000001 -21633.999999999996 16.500000000000004 0.007150000000000001 1.0000000180025095e-35 -460.49999999999994 2 -2629.9999999999995 12003.750000000002 -4989.9999999999991 -6353.4999999999991 0.63085000000000013 21892.500000000004 81130.72500000002 0.57320000000000015
decision_type=2 2 10 9 8 8 2 2 1 10 10 10 2 10 2 10 2 8 10 8 8 1 10 2 2 2 8 2 10 8
left_child=8 2 3 -2 21 6 7 -6 13 10 -10 12 -12 14 -1 16 -16 -18 19 -8 -7 27 -23 24 25 -24 -25 28 29 -5
right_child=1 -3 -4 4 5 20 18 -9 9 -11 11 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.010824299269621787 -0.0029787690929814793 0.0047651288944864298 -0.0096744013568861361 -0.0035306760873699151 -0.0029748214349206771 0.018460156658591555 0.015048099017127224 0.025878392294533079 -0.0036726291509597232 -0.0095173768396782238 -0.0037482055345450052 -0.0069997465915223609 0.025687946374485526 -0.0026727987100607204 0.00034918109568917225 -0.010921068167870638 0.0030477085016626178 0.020762098332764118 -0.010879100793341768 -0.0015465670732308268 0.0044270555420655652 -0.005047506473549789 -0.0069124256901696591 0.016566837455040458 -0.010943718314016519 0.018397126978258026 0.0020870840168641666 -0.004376751353905607 -0.0056667423651574587 0.020372970247584887
leaf_count=47 592 584 142 38 47 27 27 29 1538 342 21 38 32 432 50 24 34 56 76 286 925 216 36 26 89 21 1502 561 109 53
internal_value=0 0.105034 0.0500384 0.0749754 0.13118 0.343224 0.0107506 0.973302 -0.288275 -0.405189 -0.302464 0.607405 1.49078 -0.00237092 0.429136 0.759136 1.01195 1.49997 -0.197096 -0.0051189 0.485384 0.00618619 0.101955 0.172598 -0.550939 0.323539 0.238516 -0.251615 0.249761 1.13014
internal_count=8000 5386 4802 4660 4068 1417 465 76 2614 1971 1629 91 53 643 211 164 140 90 389 313 952 2651 1890 1674 146 57 1528 761 200 91
cat_boundaries=0 1 2 3
cat_threshold=2 2 1
shrinkage=0.01


Tree=75
num_leaves=31
num_cat=2
split_feature=5 0 6 13 18 19 7 9 18 3 6 15 15 11 9 11 6 6 6 14 9 16 9 6 5 13 9 9 13 6
split_gain=18.2132 12.3438 8.86059 8.69007 8.20664 7.75061 6.27485 9.763 5.54581 5.26497 5.84376 12.4713 10.0683 5.34374 6.64045 7.08656 5.54434 5.1915 11.2713 9.03739 6.30719 5.12581 6.30743 9.53254 6.32026 6.09879 5.36645 13.6875 6.50144 5.12798
threshold=-12120.499999999998 0 0.015150000000000002 31545.000000000004 0.0050500000000000015 1.5000000000000002 1.0000000180025095e-35 -516.49999999999989 0.0016000000000000001 1 0.010650000000000001 0.69615000000000016 0.77460000000000007 -5408.9999999999991 -1588.4999999999998 -5163.9999999999991 0.0018500000000000003 0.0063500000000000006 0.00065000000000000008 31158.000000000004 -1174.4999999999998 26.500000000000004 -1084.4999999999998 0.0073500000000000015 -11378.999999999998 39555.000000000007 -800.49999999999989 -966.49999999999989 20524.500000000004 0.0065500000000000011
decision_type=2 1 10 10 10 2 2 10 10 9 10 10 10 2 8 2 8 8 10 2 10 8 10 8 2 10 8 10 10 8
left_child=1 3 9 4 6 8 7 -1 -5 10 13 -12 -13 17 -15 -16 -17 18 -3 20 -20 22 24 -24 25 -2 27 -25 -28 -23
right_child=21 2 -4 5 -6 -7 -8 -9 -10 -11 11 12 -14 14 15 16 -18 -19 19 -21 -22 29 23 26 -26 -27 28 -29 -30 -31
leaf_value=0.0030325472554708099 0.01501790672169958 -0.0066582396956993851 -0.0066037511910361432 0.010668975193294485 -0.0043497129241247068 -0.0016205684857315244 0.015157123224674334 0.020827327852154371 -0.0066043643803830902 -0.0045521261310529915 0.032662375902792314 -0.010796109436534331 0.017541136150103016 -0.0037468710350675766 0.019035156048781227 -0.010802201770858057 0.0019696413238089109 -0.0038411113825639869 0.017990624935996326 0.035168906999376144 -0.010807083253890057 -0.0042588817845093871 0.022615717233873043 -0.0047265770543149987 -0.0068847134867867227 -0.0036386059222350241 0.015583777507550836 0.02499491199636477 -0.0025031957027522233 0.0044649543749168043
leaf_count=400 34 73 723 99 112 1204 51 29 32 601 22 46 33 443 33 53 1001 1173 27 21 20 80 22 38 221 54 20 34 228 1073
internal_value=0 -0.11125 -0.235734 0.118506 0.440444 -0.0594721 0.614062 0.459613 0.714085 -0.161192 -0.0760968 0.831383 0.0776899 -0.112201 0.0379366 0.189687 0.136358 -0.29768 0.402031 1.52041 0.538459 0.274109 0.0219181 0.32451 -0.358381 0.429981 0.163289 0.984929 -0.0684943 0.392737
internal_count=8000 6196 4269 1927 592 1335 480 429 131 3546 2945 101 79 2844 1530 1087 1054 1314 141 68 47 1804 651 342 309 88 320 72 248 1153
cat_boundaries=0 1 2
cat_threshold=2 81
shrinkage=0.01


Tree=76
num_leaves=31
num_cat=3
split_feature=5 3 16 0 11 11 11 2 18 17 14 9 5 16 6 14 11 11 14 9 14 13 9 14 5 5 9 9 5 5
split_gain=17.9697 10.6389 9.72776 10.133 8.54997 8.51626 10.5106 11.3039 9.01804 7.21827 8.59349 11.0379 7.99766 7.36961 7.06164 7.02763 8.96449 9.9404 9.12922 6.9494 6.42639 7.56355 6.41069 6.31668 6.47236 8.33414 6.01046 6.40628 11.6555 5.85251
threshold=-19736.499999999996 0 21.500000000000004 1 -415.99999999999994 -5408.9999999999991 -5102.4999999999991 2 1.0000000180025095e-35 0.22200000000000003 31270.500000000004 -1819.4999999999998 -17178.499999999996 33.500000000000007 0.014750000000000001 23213.250000000004 -5264.4999999999991 -8413.4999999999982 19046.250000000004 -895.49999999999989 34251.750000000007 24345.000000000004 -2853.4999999999995 34251.750000000007 -10943.999999999998 -10070.999999999998 -555.49999999999989 -418.49999999999994 -16766.499999999996 -10508.499999999998
decision_type=2 9 8 1 2 2 2 1 10 10 2 8 2 8 8 2 2 2 2 10 2 10 8 2 2 2 8 8 2 2
left_child=-1 -2 4 9 -3 14 7 19 20 10 12 -12 -4 -13 -5 16 17 -14 -19 -7 -8 -22 -16 -15 -25 -26 -24 28 -28 -6
right_child=1 2 3 5 29 6 8 -9 -10 -11 11 13 15 23 22 -17 -18 18 -20 -21 21 -23 26 24 25 -27 27 -29 -30 -31
leaf_value=-0.003459668430936882 -0.0029192425536213795 -0.0015626005737407933 0.011335592163227944 0.0053789229003466414 0.0045275151043637531 0.010969027800674188 0.0047966160297827718 -0.0057943125842841118 -0.0032321953361354673 -0.0068412974589344153 -0.0031195485676093196 0.030870670202160697 -0.0041178674827891436 0.021492470427386542 0.018068971381488271 -0.0032149381232844344 0.00078546027540615988 0.010719442678323568 0.034083874554055066 0.035498758005884784 0.0081882691948556834 -0.0048814833090178467 -0.0063639272193181471 0.0045146160230411366 0.03053354817985245 0.0048306120935489522 -0.01084846436787584 -0.0021837049755833657 0.025025448980427543 0.024798866766329891
leaf_count=2002 754 1628 117 152 122 29 871 22 346 59 65 23 31 45 20 189 206 55 25 25 63 202 485 128 21 24 20 221 30 20
internal_value=0 0.0847979 0.138961 0.245331 -0.0799667 0.117521 0.266778 1.50911 0.20184 0.51866 0.583596 1.02865 0.363386 1.31232 -0.171172 0.18636 0.476485 1.21861 1.79403 2.34541 0.340561 -0.131166 -0.319026 1.13898 0.852484 1.80175 -0.373129 0.0469154 1.20009 0.752737
internal_count=8000 5998 5244 3474 1770 2486 1558 76 1482 988 929 306 623 241 928 506 317 111 80 54 1136 265 776 218 173 45 756 271 50 142
cat_boundaries=0 1 2 3
cat_threshold=2 2 2
shrinkage=0.01


Tree=77
num_leaves=31
num_cat=2
split_feature=5 7 15 3 9 16 19 11 9 11 6 18 13 4 9 14 11 11 14 13 17 14 15 9 6 9 11 14 11 6
split_gain=17.6546 8.65743 9.54684 8.2723 8.39783 5.59727 7.36515 13.0369 5.37178 6.08328 5.23441 5.53344 4.9018 4.90104 6.1907 6.2009 5.2274 6.27594 5.01657 10.3734 9.16879 9.05836 4.90771 4.82543 4.81088 4.8038 5.68318 5.03755 4.76482 11.0155
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 0 -483.49999999999994 59.000000000000007 1.5000000000000002 -3314.4999999999995 -656.49999999999989 -4687.4999999999991 0.007150000000000001 1.0000000180025095e-35 167348.25000000003 1 -2629.9999999999995 12003.750000000002 -4989.9999999999991 -6353.4999999999991 21892.500000000004 79071.075000000012 0.57320000000000015 16841.250000000004 0.63085000000000013 -460.49999999999994 0.0010500000000000004 -588.49999999999989 -4298.4999999999991 14712.750000000002 -2959.4999999999995 0.019650000000000004
decision_type=2 2 10 9 8 8 2 2 8 2 10 8 8 1 10 2 2 2 2 8 8 2 8 8 8 8 2 2 2 8
left_child=8 2 3 12 13 6 7 -6 -1 24 11 -8 -2 18 -15 16 17 -16 19 20 -5 -22 -17 -7 -10 -11 -27 -28 -3 -30
right_child=1 28 -4 4 5 23 10 -9 9 25 -12 -13 -14 14 15 22 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0043432734080688122 -0.00086637362155956438 0.0020353316908634776 -0.0096566622062022652 -0.0035090539063858612 -0.0029242965118033378 0.017778811579731699 0.014627509910326799 0.025074693218446749 0.013260806925325828 0.017139370063045313 -0.010869842467792131 -0.0015362693042809891 -0.0076065330699464726 -0.0050141943759147425 -0.0068657252802758516 0.016107873912575486 -0.010937888734385488 0.017889293846936525 -0.0043497259141252733 -0.0056427771230422455 0.0011182922820951893 0.030505614895717657 0.0020522259586442338 0.004291503339455458 -0.0041727661426026359 0.017273495494986361 -0.0088942062829658938 0.0024271419809312913 -0.010997216434735762 0.010119633136482046
leaf_count=1650 348 330 142 38 47 27 27 29 24 29 76 286 244 216 36 26 89 21 561 109 22 31 1502 925 544 30 67 270 35 219
internal_value=0 0.102174 0.0480938 0.0726716 0.127557 0.333719 0.0105926 0.95879 -0.283386 -0.06458 -0.195739 -0.00578015 -0.29373 0.00536201 0.0999434 0.169478 -0.548852 0.321672 -0.250065 0.244827 1.10463 1.976 0.234528 0.470729 -0.338171 0.270294 0.158838 0.0281061 0.465896 0.78468
internal_count=8000 5386 4802 4660 4068 1417 465 76 2614 964 389 313 592 2651 1890 1674 146 57 761 200 91 53 1528 952 568 396 367 337 584 254
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=78
num_leaves=31
num_cat=2
split_feature=5 0 6 7 18 9 9 14 14 11 9 3 6 15 15 11 9 11 13 6 5 13 11 18 15 6 6 13 9 14
split_gain=17.3893 11.9993 8.71936 8.42641 6.74233 7.34725 6.05218 5.30619 11.3854 9.88003 7.96589 5.15061 5.68988 11.7075 9.84075 5.12836 6.42561 6.70802 5.67374 5.26945 5.07044 7.69263 5.55355 5.13791 5.44937 5.03603 10.9523 8.75982 4.94372 10.6667
threshold=-12120.499999999998 0 0.015150000000000002 1.0000000180025095e-35 0.033350000000000012 -563.49999999999989 -96.499999999999986 26649.000000000004 22745.250000000004 -5992.4999999999991 -966.49999999999989 1 0.010650000000000001 0.69615000000000016 0.77460000000000007 -5408.9999999999991 -1588.4999999999998 -5068.4999999999991 180450.00000000003 0.0018500000000000003 -13372.499999999998 22164.750000000004 -9072.9999999999982 0.00065000000000000008 0.79420000000000013 0.0063500000000000006 0.00065000000000000008 99942.750000000015 -1296.4999999999998 21980.250000000004
decision_type=2 1 10 2 10 10 8 2 2 2 8 9 10 10 10 2 8 2 8 8 2 10 2 10 8 8 10 8 8 2
left_child=1 3 11 6 5 7 -1 8 9 -5 -9 12 15 -14 -15 25 -17 18 -18 -19 21 22 -8 24 -24 26 -3 -28 29 -21
right_child=-2 2 -4 4 -6 -7 20 10 -10 -11 -12 -13 13 14 -16 16 17 19 -20 28 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00094822018431055699 0.0026686261193673909 -0.0066440139811808786 -0.0065584161084305337 0.020914683269096363 -0.011057791891567043 -0.003527796701612415 -0.007872842503818353 -0.0055070642262750047 0.033302293174083959 -0.0043632555402954394 0.017529925913298525 -0.0045041664098044495 0.031330460460658384 -0.010787892931077445 0.017183540808249093 -0.0037091535399875128 0.027683031595234393 -0.010796293555695089 0.0017784713611865386 -0.0071716908524337118 -0.0051860947362862156 0.020835694154875659 -0.0063953005332198689 -0.0038832184473247561 0.011196000107769473 -0.0037868082752706288 -0.00088760878187195207 0.026769684737772852 0.0008292920887882024 0.016596329863163707
leaf_count=1406 1804 73 723 30 23 41 49 35 23 31 23 601 22 46 33 443 24 52 23 44 51 24 21 47 123 1173 30 38 858 86
internal_value=0 -0.109232 -0.232375 0.117055 0.707376 0.885664 0.0229923 1.19808 1.68182 0.921749 0.474738 -0.158537 -0.0745351 0.817851 0.0786363 -0.110303 0.0364237 0.185013 1.55921 0.12226 0.415448 0.595067 0.39118 0.602563 0.876865 -0.292806 0.394279 1.48526 0.181196 0.890645
internal_count=8000 6196 4269 1927 206 183 1721 142 84 61 58 3546 2945 101 79 2844 1530 1087 47 1040 315 264 240 191 144 1314 141 68 988 130
cat_boundaries=0 1 2
cat_threshold=2 81
shrinkage=0.01


Tree=79
num_leaves=31
num_cat=3
split_feature=5 3 9 17 4 11 9 9 9 14 13 13 14 14 14 5 13 19 14 11 16 14 15 13 13 0 9 14 9 5
split_gain=17.2213 10.2429 10.5624 8.48264 6.57236 6.36679 5.9049 6.73503 7.56428 5.99037 7.13538 6.29918 5.62823 8.40396 17.0837 7.2868 9.16715 5.84276 7.78057 5.70924 5.61954 6.40787 6.75012 5.56439 9.48946 9.42575 6.0776 5.53766 5.94999 6.52502
threshold=-19736.499999999996 0 -483.49999999999994 1.0000000180025095e-35 1 -9072.9999999999982 -2629.9999999999995 -2276.4999999999995 -2048.4999999999995 21429.000000000004 133759.17000000001 41884.24500000001 42673.500000000007 26453.250000000004 26649.000000000004 -10109.499999999998 89496.000000000015 3.5000000000000004 39246.750000000007 -7359.9999999999991 21.500000000000004 12003.750000000002 0.63085000000000013 32650.875000000004 26405.505000000001 2 -1579.4999999999998 21980.250000000004 -691.49999999999989 -11499.999999999998
decision_type=2 9 8 10 1 2 10 10 10 2 10 10 2 2 2 2 10 2 2 2 8 2 8 10 8 1 8 2 10 2
left_child=-1 2 3 4 -2 -4 -6 9 -9 10 11 -8 13 -7 -15 17 -17 18 -16 -14 27 -22 -23 24 25 -24 -27 -10 29 -29
right_child=1 -3 5 -5 6 12 7 8 20 -11 -12 -13 19 14 15 16 -18 -19 -20 -21 21 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0034032385661391337 -0.0019766789247685815 -0.0022933809408689897 -0.0037500793341665247 -0.0037695286796002913 -0.00356237336958944 0.0027772584284598196 0.021390750303786073 -0.0081368029372407748 -0.0061288852686172228 0.0045147590556815047 0.031660745332452153 -0.0051885198243201555 0.015316685211767732 0.034195541531994611 0.0050785790087704442 -0.011241613741047018 0.011093547470248216 0.018143951166770336 0.019121858485066076 -0.0030153886850666379 -0.0045537707856677257 0.023028255033407555 0.017490249635257315 0.0028455875658053077 0.025716709236356744 0.016956654482811667 -0.003610040734445665 -0.0041745649126278903 0.011471786783425593 0.0093496515073192392
leaf_count=2002 712 1037 145 635 231 801 20 92 158 151 26 23 24 21 322 48 29 58 46 195 99 21 42 628 32 21 82 183 62 54
internal_value=0 0.0825232 0.146173 0.0235752 0.108112 0.357583 0.212015 0.279317 0.195802 0.863493 1.7055 0.84438 0.414687 0.490966 0.810845 0.677958 -0.217033 0.851587 0.697066 -0.107908 0.257842 0.408579 0.503749 0.450302 0.942748 0.603409 0.0243113 -0.0697862 0.214584 -0.0565191
internal_count=8000 5998 4961 3272 2637 1689 1925 1694 1474 220 69 43 1544 1325 524 503 77 426 368 219 1382 925 826 805 177 145 103 457 299 237
cat_boundaries=0 1 2 3
cat_threshold=81 1 2
shrinkage=0.01


Tree=80
num_leaves=31
num_cat=3
split_feature=5 0 5 9 9 16 7 5 14 13 13 13 13 5 15 5 4 15 9 9 9 2 5 15 11 9 16 9 14 13
split_gain=16.9425 7.73757 10.0555 7.58713 7.36442 7.11172 5.9858 5.88569 5.9077 16.2729 10.506 10.9225 7.78177 10.63 7.73032 6.02412 5.40734 7.8602 7.40254 5.79815 5.26116 6.77825 7.08185 5.11968 6.15622 5.00093 9.2379 6.92593 6.45169 5.26235
threshold=-14389.499999999998 0 -15659.999999999998 -656.49999999999989 -2890.4999999999995 8.5000000000000018 1.5000000000000002 -19679.499999999996 29223.000000000004 103585.95000000001 35057.250000000007 24345.000000000004 135049.50000000003 -17422.499999999996 0.57205000000000006 -18176.499999999996 1 0.85300000000000009 -2629.9999999999995 -290.49999999999994 -104.49999999999999 2 -11499.999999999998 0.65045000000000008 -5264.4999999999991 -2276.4999999999995 7.5000000000000009 -1455.4999999999998 33050.250000000007 32061.555000000004
decision_type=2 1 2 10 10 8 2 2 2 8 8 10 8 2 10 2 1 10 8 10 10 1 2 8 2 8 10 8 2 8
left_child=1 2 5 23 -4 -1 7 -7 10 -10 11 -9 -11 -14 -15 -12 17 18 -2 -18 21 22 -21 24 -3 26 28 -27 -20 -29
right_child=16 3 4 -5 -6 6 -8 8 9 12 15 -13 13 14 -16 -17 19 -19 25 20 -22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.0035656569796236586 -0.0055546364347275456 0.010613931272473096 0.00678725214481377 0.00052237608804038343 -0.0085499140479901037 -0.00079692362030487826 0.01966879631367113 0.0022266913139563395 -0.0043874137889674363 0.035239311858945126 0.0061720522984548233 0.03242993649810734 0.0039609856478168195 0.012467930905847406 0.036954247767351088 -0.0059592392991565935 -0.0011107700858259029 -0.0080109999453234979 0.01088734181008639 -0.011044408711854517 -0.0035244959124248461 0.02168395041304717 0.012525878716742054 -0.0041867382070146829 -0.007408312719758261 -0.0025023051880639609 0.026712378699919378 0.0084042850507068025 -0.011124001951945501 0.0031605950731991672
leaf_count=259 119 76 40 776 231 365 21 29 76 20 73 20 72 35 24 148 1021 85 55 25 42 35 33 2540 48 215 27 209 23 1258
internal_value=0 -0.15724 0.0600173 -0.267032 -0.568701 0.206886 0.349866 0.297291 0.526241 0.931082 0.182286 1.47527 1.54066 1.24973 2.30852 -0.171952 0.179129 0.279576 0.319298 -0.0144165 0.616797 1.04692 0.355458 -0.377313 0.395534 0.367212 1.08982 0.325881 0.445005 0.401783
internal_count=8000 4853 1413 3440 271 1142 883 862 497 227 270 49 151 131 59 221 3147 1991 1906 1156 135 93 58 2664 124 1787 105 1682 78 1467
cat_boundaries=0 1 2 3
cat_threshold=2 16 2
shrinkage=0.01


Tree=81
num_leaves=31
num_cat=5
split_feature=5 3 16 0 11 11 11 2 18 14 9 16 6 9 9 5 14 11 11 14 14 13 11 15 9 9 5 0 2 5
split_gain=16.7223 10.05 9.25488 9.5089 8.27342 8.08266 9.89415 10.5786 8.66723 6.93078 10.3717 7.13819 6.75389 6.3477 6.29307 6.28007 7.02962 7.6231 9.63606 8.19047 6.14889 7.33421 6.05735 7.31081 5.84417 6.17561 11.0149 5.63428 8.37138 5.47285
threshold=-19736.499999999996 0 21.500000000000004 1 -415.99999999999994 -5408.9999999999991 -5102.4999999999991 2 1.0000000180025095e-35 31270.500000000004 -1819.4999999999998 33.500000000000007 0.014750000000000001 -2853.4999999999995 -895.49999999999989 -17178.499999999996 23213.250000000004 -5264.4999999999991 -8413.4999999999982 19046.250000000004 34251.750000000007 24345.000000000004 -4353.9999999999991 0.77460000000000007 -555.49999999999989 -418.49999999999994 -16766.499999999996 3 4 -10508.499999999998
decision_type=2 9 8 1 2 2 2 1 10 2 8 8 8 8 10 2 2 2 2 2 2 10 2 10 8 8 2 1 1 2
left_child=-1 -2 4 9 27 12 7 14 20 15 -11 -12 -5 -14 -7 -4 17 18 -17 -20 -8 -22 -19 -24 -15 26 -26 28 -3 -6
right_child=1 2 3 5 29 6 8 -9 -10 10 11 -13 13 24 -16 16 -18 22 19 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0033641531705456054 -0.0028637440667355525 0.0026511826478080348 0.0095863569472475277 0.005198100076825014 0.0044295393342498679 0.010537647146377425 0.0046414694116623202 -0.0057989295497153891 -0.0032177332803952335 -0.0036944674606832558 0.028409307246847582 0.0098203169286235816 0.017965013617266708 -0.0063122197880157152 0.033539436407844257 -0.0045578160113076442 -0.0035065067374007441 -0.011199225276135864 0.0097921319822767954 0.03131920154613739 0.0079666256709861223 -0.0048632040871454292 0.00066629983455277386 0.020164063524805622 -0.010837592743529112 -0.0021859300879451364 0.023991381822772519 -0.0041754591677381865 -0.004415411226261181 0.023802285500409328
leaf_count=2002 754 602 126 152 122 29 871 22 346 72 24 238 20 485 25 33 197 39 57 26 63 202 154 22 20 221 30 700 326 20
internal_value=0 0.0810368 0.133402 0.236659 -0.0804015 0.112749 0.257358 1.44937 0.194008 0.499892 0.880482 1.14283 -0.169224 -0.315095 2.23779 0.304725 0.149017 0.431425 1.09765 1.65372 0.329075 -0.132647 0.0719216 0.31777 -0.369303 0.0433797 1.16634 -0.155806 0.0189691 0.735028
internal_count=8000 5998 5244 3474 1770 2486 1558 76 1482 988 334 262 928 776 54 654 528 331 116 83 1136 265 215 176 756 271 50 1628 928 142
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 2 2 2 2
shrinkage=0.01


Tree=82
num_leaves=31
num_cat=2
split_feature=5 7 15 3 9 16 19 11 9 11 6 18 13 6 4 9 14 11 11 14 13 17 14 9 11 14 11 6 11 9
split_gain=16.4627 8.22841 9.32043 7.80579 7.7028 5.32209 7.10001 12.3391 5.23041 5.90024 5.14203 5.33636 4.87603 4.71968 4.65547 5.87806 5.99852 5.19817 6.01189 4.93114 10.099 8.79112 8.51309 4.63209 5.50851 4.9501 4.57275 10.6375 8.08708 7.88235
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 0 -483.49999999999994 59.000000000000007 1.5000000000000002 -3314.4999999999995 -656.49999999999989 -4687.4999999999991 0.007150000000000001 1.0000000180025095e-35 167348.25000000003 0.0010500000000000004 1 -2629.9999999999995 12003.750000000002 -4989.9999999999991 -6353.4999999999991 21892.500000000004 79071.075000000012 0.57320000000000015 16841.250000000004 -588.49999999999989 -4298.4999999999991 14712.750000000002 -2959.4999999999995 0.019650000000000004 -6830.9999999999991 -546.49999999999989
decision_type=2 2 10 9 8 8 2 2 8 2 10 8 8 8 1 10 2 2 2 2 8 8 2 8 2 2 2 8 2 8
left_child=8 2 3 12 14 6 7 -6 -1 13 11 -8 -2 -10 19 -16 17 18 -17 20 21 -5 -23 -11 -25 -26 28 -28 29 -3
right_child=1 26 -4 4 5 -7 10 -9 9 23 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0042575211291020158 -0.00080506929989849325 0.015037769345751033 -0.0096325392080274051 -0.0034657237253097103 -0.0029544810679225527 0.0045103052947537206 0.014166553584994442 0.024070033787827797 0.013129573950646416 0.016778876185026114 -0.010865086561531638 -0.0015818762008869922 -0.0075580512939319678 -0.0041008258038807309 -0.0049328061608172611 -0.0068049728496610042 0.0022736157156210959 -0.01092847982618235 0.017361797639958078 -0.0042952070724555447 -0.0055931094081806479 0.0011348861475897725 0.029518545454102322 0.016941779470016533 -0.0088612475417482513 0.0024158919847673153 -0.010991219291551817 0.00981501293716097 -0.0015253105294755021 -0.0045312277992448878
leaf_count=1650 348 69 142 38 47 952 27 29 24 29 76 286 244 544 216 36 1528 89 21 561 109 22 31 30 67 270 35 219 230 31
internal_value=0 0.0979008 0.0450969 0.0691784 0.122221 0.318435 0.00384663 0.927681 -0.275574 -0.0594223 -0.199301 -0.0124142 -0.287974 -0.33078 0.00483588 0.0966683 0.163834 -0.545156 0.321443 -0.245072 0.245368 1.08778 1.92986 0.269749 0.15954 0.0298694 0.451081 0.761439 0.194335 0.9367
internal_count=8000 5386 4802 4660 4068 1417 465 76 2614 964 389 313 592 568 2651 1890 1674 146 57 761 200 91 53 396 367 337 584 254 330 100
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=83
num_leaves=31
num_cat=2
split_feature=5 0 6 13 18 19 7 9 18 13 16 16 14 14 5 17 16 9 13 11 11 16 3 6 15 15 11 9 11 13
split_gain=16.2701 11.3714 8.56456 8.065 7.78984 7.42694 5.61127 9.08316 5.21487 5.11201 6.54204 5.12012 8.25031 11.8034 7.17444 7.26127 7.29824 6.05185 8.56455 5.9059 9.1195 5.64991 5.02653 5.5436 10.9124 9.64699 4.91769 6.14981 6.30394 5.17794
threshold=-12120.499999999998 0 0.015150000000000002 31545.000000000004 0.0050500000000000015 1.5000000000000002 1.0000000180025095e-35 -516.49999999999989 0.0016000000000000001 65876.872500000012 4.5000000000000009 8.5000000000000018 29223.000000000004 46980.000000000007 -19449.499999999996 0.042800000000000012 26.500000000000004 -1423.4999999999998 351900.00000000006 -3433.9999999999995 -1265.9999999999998 18.500000000000004 1 0.010650000000000001 0.69615000000000016 0.77460000000000007 -5408.9999999999991 -1588.4999999999998 -5068.4999999999991 180450.00000000003
decision_type=2 1 10 10 10 2 2 10 10 10 8 8 2 2 2 8 8 10 10 2 2 8 9 10 10 10 2 8 2 8
left_child=1 3 22 4 6 8 7 -1 -5 10 -7 -11 17 14 21 16 -16 18 -13 -17 -21 -14 23 26 -25 -26 -3 -28 29 -29
right_child=-2 2 -4 5 -6 9 -8 -9 -10 11 -12 12 13 -15 15 19 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.0029039481063683503 0.0025681526711555614 -0.0028625814832150738 -0.0064962826536744791 0.010302049225537339 -0.004338413568756235 0.011293795736091808 0.014285933935817952 0.019844933404226234 -0.006524632963648698 -0.0049054261779475352 -0.008857747718034395 -0.0029416712979047099 0.009837667073060755 -0.0074852861698469384 0.038384197766730514 0.0009172513011622476 0.011373902572382666 -0.0069132974293796305 0.018265460608776086 0.028014727228080703 0.0027175553565281212 -0.010778959875533185 -0.0044352805602396097 0.029986149048657103 -0.010778224860711637 0.016916816089590839 -0.0036400102292613373 0.026226155676715969 0.0012010662650336129 0.0017165150340896788
leaf_count=400 1804 1314 723 99 112 27 51 29 32 275 200 93 38 83 21 77 28 210 36 35 36 45 601 22 46 33 443 24 1040 23
internal_value=0 -0.106383 -0.226938 0.113414 0.421533 -0.0587815 0.588647 0.442108 0.694634 -0.159874 -0.66274 -0.041634 0.122222 0.50308 0.853816 1.19614 2.35 -0.302575 0.343188 0.793717 1.51934 -0.144077 -0.153827 -0.0711692 0.807495 0.083001 -0.106561 0.0368898 0.181493 1.49868
internal_count=8000 6196 4269 1927 592 1335 480 429 131 1204 227 977 702 363 280 197 49 339 129 148 71 83 3546 2945 101 79 2844 1530 1087 47
cat_boundaries=0 1 2
cat_threshold=2 81
shrinkage=0.01


Tree=84
num_leaves=31
num_cat=2
split_feature=5 3 16 11 11 7 17 15 2 14 5 9 15 15 15 15 19 6 18 14 15 11 5 11 9 11 11 14 5 5
split_gain=16.0072 9.66763 9.97287 10.9799 8.35364 7.42773 8.03964 9.36893 7.88541 7.78061 9.56756 6.52619 7.55677 8.68982 6.19027 6.10948 5.52868 5.69697 5.5148 5.47844 5.47155 5.97975 7.90078 7.24675 9.68317 7.19716 6.34824 8.88838 6.14059 7.25404
threshold=-19736.499999999996 0 25.500000000000004 -415.99999999999994 -9136.4999999999982 1.5000000000000002 0.042800000000000012 0.80075000000000018 1 12678.750000000002 -19613.499999999996 -483.49999999999994 0.77460000000000007 0.83340000000000003 0.72885000000000011 0.65045000000000008 1.5000000000000002 0.011550000000000001 0.010950000000000001 35813.250000000007 0.61125000000000018 -5264.4999999999991 -16889.499999999996 -1135.9999999999998 -164.49999999999997 -5785.9999999999991 -854.49999999999989 21674.250000000004 -11067.499999999998 -10109.499999999998
decision_type=2 9 8 2 2 2 10 8 1 2 2 8 10 10 10 10 2 10 8 2 10 2 2 2 10 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 9 14 -7 -6 -11 16 20 -14 -8 19 17 -12 -18 -5 21 22 -13 24 28 -24 -25 -28 -23 -30
right_child=1 -3 4 15 5 8 7 -9 -10 10 11 12 13 -15 -16 -17 18 -19 -20 -21 -22 23 25 26 -26 -27 27 -29 29 -31
leaf_value=-0.0033072829897359914 -0.0016645798157427158 -0.0022499444228975601 -0.0034648860302783704 0.0066342721971298715 -0.0022117244533300163 0.0046174535881248731 -0.0073413557210186831 -0.0055630940755275193 0.027426444602510078 0.026835532824682033 0.0049701496601355748 -0.0020450470996743642 0.026216748980314265 -0.00052716214838443762 0.009805012905852591 -0.0022750220457139888 -0.0034662580132186096 0.020987534058492345 0.0025645803192367125 0.023853717730222674 -0.001475289622781757 0.00019960134043005344 0.011414296147909545 0.020675765978268205 -0.0096861645029265048 0.03000672249631044 0.020144980376821504 -9.2685045834161903e-05 0.019333321782165788 0.0035099262476561452
leaf_count=2002 1609 1037 301 52 261 42 38 299 22 23 235 40 34 20 109 48 251 33 812 38 118 157 100 37 58 25 29 68 39 63
internal_value=0 0.0788154 0.140363 -0.0800095 0.254074 0.305441 0.277644 -0.177161 1.37662 0.350346 0.415287 0.39288 0.612165 1.74205 0.560227 0.872407 0.23322 0.676563 0.11761 1.37294 0.527007 0.638075 1.17457 0.460327 0.199403 1.54168 1.04997 0.618222 0.453295 0.981607
internal_count=8000 5998 4961 1747 3214 2913 2849 446 64 2403 2142 2119 788 54 147 138 1331 268 1063 90 734 616 165 451 317 125 134 97 259 102
cat_boundaries=0 1 2
cat_threshold=81 2
shrinkage=0.01


Tree=85
num_leaves=31
num_cat=3
split_feature=5 0 13 6 18 19 16 11 15 6 11 15 13 13 6 3 11 14 15 9 9 5 11 9 5 18 9 13 4 6
split_gain=15.7531 10.2987 8.51862 8.04719 6.59017 5.76719 5.72011 8.03223 6.54151 11.3096 5.23168 5.08724 8.71957 13.2854 4.8666 4.78577 6.16725 7.12591 6.60354 6.23699 5.3032 14.8943 5.20559 5.831 4.85563 6.91038 4.75354 5.41482 6.6281 5.37697
threshold=-12542.499999999998 0 31545.000000000004 0.015150000000000002 0.010950000000000001 1.5000000000000002 28.500000000000004 -415.99999999999994 0.65045000000000008 0.00065000000000000008 -9072.9999999999982 0.77460000000000007 40558.500000000007 23970.487500000003 0.30635000000000007 1 -5408.9999999999991 11391.750000000002 0.74195000000000011 -563.49999999999989 -418.49999999999994 -16951.499999999996 -5068.4999999999991 -2048.4999999999995 -20380.499999999996 0.015250000000000001 -2521.4999999999995 134912.25000000003 2 0.0014500000000000001
decision_type=2 1 10 10 10 2 8 2 8 10 2 8 8 10 10 9 2 2 8 10 10 2 2 8 2 8 10 10 1 10
left_child=1 2 4 6 10 -4 7 -3 9 -8 -1 12 13 -2 -5 16 19 -18 -19 26 21 -21 -20 -24 25 -22 27 28 -10 -28
right_child=11 3 5 14 -6 -7 8 -9 15 -11 -12 -13 -14 -15 -16 -17 17 18 22 20 24 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0035563954427311117 -0.0073412260144785644 -0.0059997736064144186 0.0059984237328927596 -0.0071715513866016092 -0.0050153456324986776 -0.0017213276789599743 -0.0077543963332321044 0.012148629574914605 0.015140465625365454 0.015379392872456763 0.0069660339904368427 0.0030502255014404085 -0.0035376867885632225 0.023952658689534459 0.012597817832100105 -0.00436140531136595 -0.007959887503489093 -0.0087008134856413274 0.01534414977789199 -0.0028862513540859262 0.027049195915180988 0.03518237783149044 -0.0037557760500651124 0.0041378691142629435 -0.0053595327123662426 -0.0018012523748626051 -0.0077746253346328209 0.013821115525676862 -0.0047084717940964801 0.0047307690140718861
leaf_count=73 25 617 124 676 85 1143 47 34 28 83 396 1676 321 31 22 454 111 77 49 38 20 20 182 718 94 34 498 41 222 61
internal_value=0 -0.113957 0.102599 -0.230717 0.430345 -0.0795703 -0.158449 -0.489038 -0.0818336 0.734308 0.569086 0.231807 -0.124918 1.02377 -0.651508 -0.125549 -0.0318651 0.156854 0.25253 -0.256423 0.311822 1.25546 0.335341 0.269716 -0.0628789 0.893188 -0.419975 0.00105552 -0.220396 -0.636633
internal_count=8000 5947 1821 4126 554 1267 3428 651 2777 130 469 2053 377 56 698 2647 2193 1137 1026 1056 206 58 949 900 148 54 850 291 250 559
cat_boundaries=0 1 2 3
cat_threshold=2 81 1
shrinkage=0.01


Tree=86
num_leaves=31
num_cat=3
split_feature=5 3 16 0 11 11 11 5 5 13 17 14 9 5 4 15 14 11 11 14 6 16 9 7 14 9 14 9 5 9
split_gain=15.5756 9.4453 8.66059 8.97951 7.72168 7.57119 9.4578 7.46354 10.9272 8.07316 6.76671 7.86599 9.79052 7.42604 6.75645 6.90795 6.62161 8.14576 8.94244 7.79312 6.48795 6.45459 6.15448 6.15018 6.44794 6.69683 6.59007 7.80491 5.75992 5.75819
threshold=-19736.499999999996 0 21.500000000000004 1 -415.99999999999994 -5408.9999999999991 -3695.9999999999995 -10657.499999999998 -10359.499999999998 37657.575000000004 0.22200000000000003 31270.500000000004 -1819.4999999999998 -17178.499999999996 2 0.82035000000000013 23213.250000000004 -5264.4999999999991 -8413.4999999999982 19046.250000000004 0.014750000000000001 33.500000000000007 -2853.4999999999995 1.5000000000000002 34251.750000000007 -330.49999999999994 30451.500000000004 -1588.4999999999998 -13982.999999999998 -2461.4999999999995
decision_type=2 9 8 1 2 2 2 2 2 10 10 2 8 2 1 10 2 2 2 2 8 8 8 2 2 10 2 10 2 8
left_child=-1 -2 4 10 -3 20 14 23 -9 -10 11 13 -13 -4 -7 29 17 18 -15 -20 -5 -14 -22 24 25 26 -8 -28 -27 -16
right_child=1 2 3 5 -6 6 7 8 9 -11 -12 12 21 16 15 -17 -18 -19 19 -21 22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0032723869564193599 -0.0028013839071754443 -0.0015297711616005176 0.010648784919856234 0.0050475220571798629 0.0070118272481957036 -0.007702284117909867 -0.0026870391496144619 0.020001926638077806 0.0091741085549877106 -0.0044544627158097094 -0.0068445380241885781 -0.0030763772350767206 0.028311904747412346 -0.0041826733242319473 -0.0043302837024891665 -0.010918456970962219 -0.0032928044119921685 0.00061375604209052315 0.0099552177101063909 0.030938473515267829 0.017522635450932772 0.010591910571487687 -0.0036513887732909983 0.015449996724507207 -0.0067853522043812113 0.017545255980367245 -0.0061462847987845551 0.018396786645626967 0.001099846150079103 0.010146958800552412
leaf_count=2002 754 1628 117 152 142 39 497 37 77 92 59 65 23 31 41 26 189 206 55 25 20 218 756 26 220 43 29 41 48 342
internal_value=0 0.0774239 0.127902 0.227249 -0.0793468 0.106831 0.245837 0.0731501 0.585981 0.230796 0.481614 0.543222 0.962492 0.33352 0.660879 0.782644 0.163261 0.441164 1.13469 1.66089 -0.166916 1.22091 -0.311071 -0.0830268 -0.135911 0.0358432 -0.122329 0.902585 0.841511 0.88578
internal_count=8000 5998 5244 3474 1770 2486 1558 1110 206 169 988 929 306 623 448 409 506 317 111 80 928 241 776 904 878 658 567 70 91 383
cat_boundaries=0 1 2 3
cat_threshold=2 2 4
shrinkage=0.01


Tree=87
num_leaves=31
num_cat=4
split_feature=5 7 15 3 5 9 9 15 11 4 14 13 17 14 9 14 14 5 6 18 16 19 11 0 9 4 13 6 18 5
split_gain=15.3412 7.79589 9.11016 7.33926 7.21556 6.66629 5.53978 5.13309 7.86815 5.1287 5.53543 9.69684 8.36255 7.90621 5.38944 5.61353 9.6835 6.35133 9.78956 6.79491 4.90281 7.19833 11.6944 4.89226 7.31003 5.81794 4.85204 4.77196 5.58748 9.8572
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 0 -18348.999999999996 -483.49999999999994 -1311.4999999999998 0.65045000000000008 -672.49999999999989 1 21892.500000000004 79071.075000000012 0.57320000000000015 16841.250000000004 -2629.9999999999995 13533.750000000002 14712.750000000002 -14339.499999999998 0.0070500000000000007 0.074550000000000019 59.000000000000007 1.5000000000000002 -3314.4999999999995 2 -2507.4999999999995 3 167348.25000000003 0.007150000000000001 0.040350000000000004 -12956.499999999998
decision_type=2 2 10 9 2 8 10 10 2 1 2 8 8 2 10 2 2 2 10 8 8 2 2 1 10 1 8 10 8 2
left_child=7 2 3 26 6 9 -5 8 -1 10 11 12 -6 -14 -11 -16 -17 -18 -19 -20 21 22 -7 24 25 -9 -2 28 29 -23
right_child=1 -3 -4 4 5 20 -8 23 -10 14 -12 -13 13 -15 15 16 17 18 19 -21 -22 27 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023383605909501766 -0.00073747048946725226 0.0043608346901054685 -0.0096100665998481404 0.027673161864001081 -0.0034394967712792456 -0.0029383055920339371 0.0035526571484972391 0.025137534617599343 0.0072444509833313889 -0.0048225680180792995 -0.0047043414652708062 -0.0055200073166192069 0.0011282428139309608 0.028342524119987961 -0.0040501931693089797 0.019196189571494958 -0.0011503667610966199 0.0055435232864884873 -0.0066961824153858023 0.016033446598332977 0.0041141789017478591 -0.0036769056409634753 0.023220988766241919 -0.0075613779642579393 -0.0057501390223274234 0.0009497803932092398 -0.0075065092939107896 -0.010855141696973951 -0.0027512895194543511 0.0246932861819016
leaf_count=1707 348 584 142 22 38 47 26 22 134 213 556 108 22 31 207 39 639 598 146 20 939 34 29 603 116 32 244 76 254 24
internal_value=0 0.0937132 0.0422286 0.0658481 0.117008 0.104603 1.48633 -0.267915 -0.156109 -0.00887537 -0.272659 0.246531 1.06314 1.8715 0.0880068 0.152396 0.228755 0.179382 0.370789 -0.410026 0.283848 -0.0186453 0.905927 -0.555474 -0.0100218 1.06627 -0.281765 -0.225228 -0.0451594 0.908663
internal_count=8000 5386 4802 4660 4068 4020 48 2614 1841 2617 755 199 91 53 1862 1649 1442 1403 764 166 1403 464 76 773 170 54 592 388 312 58
cat_boundaries=0 1 2 3 4
cat_threshold=2 1 2 2
shrinkage=0.01


Tree=88
num_leaves=31
num_cat=2
split_feature=5 3 16 11 11 7 17 15 14 5 2 9 15 15 15 15 11 19 6 18 9 14 14 11 15 11 5 11 9 11
split_gain=15.0675 9.1438 9.38551 10.3593 7.97781 6.97269 7.61962 9.20985 7.43894 9.05459 7.43348 6.03644 7.26272 8.14635 6.01045 5.73463 5.34841 5.32981 5.46426 5.32394 5.3743 5.30728 6.56645 7.23674 5.22952 5.76806 7.48908 6.94931 9.42024 6.56554
threshold=-19736.499999999996 0 25.500000000000004 -415.99999999999994 -9136.4999999999982 1.5000000000000002 0.042800000000000012 0.80075000000000018 12678.750000000002 -19613.499999999996 1 -483.49999999999994 0.77460000000000007 0.83340000000000003 0.72885000000000011 0.65045000000000008 -3019.9999999999995 1.5000000000000002 0.011550000000000001 0.010950000000000001 -647.49999999999989 19968.750000000004 14388.750000000002 -10040.499999999998 0.61125000000000018 -5264.4999999999991 -16889.499999999996 -1135.9999999999998 -164.49999999999997 -5785.9999999999991
decision_type=2 9 8 2 2 2 10 8 2 2 1 8 10 10 10 10 2 2 10 8 8 2 2 2 10 2 2 2 10 2
left_child=-1 2 3 -2 21 6 8 14 -6 -10 -7 17 24 -14 -8 -5 -3 18 -11 -19 -21 22 -4 -24 25 26 -13 28 -27 -28
right_child=1 16 4 15 5 10 7 -9 9 11 -12 12 13 -15 -16 -17 -18 19 -20 20 -22 -23 23 -25 -26 27 29 -29 -30 -31
leaf_value=-0.0032295831516352584 -0.0016359622115022069 -0.00034480228233896569 -0.0059309620048594424 0.01314541873170097 -0.0022100084761088566 0.0043706211388094638 -0.0073022613350252272 -0.0055348216334985632 0.025784610636254902 0.0048294088353310095 0.026272326949440445 -0.0020786227702618864 0.025207438963705791 -0.00056448784525536062 0.0096338604796113916 -0.0022971040535359022 -0.005662219770402631 -0.0034496473150570513 0.020382501649778176 0.0035490255679060745 -0.0051055276968594082 -0.0071902544385639968 0.023787519539221886 -0.0044412051927075801 -0.0015291559863854804 0.0043212531020729965 0.011048760793801167 0.010115243010087822 -0.0096866711639779484 0.028542224568851072
leaf_count=2002 1609 629 52 90 261 42 38 299 23 235 22 40 34 20 109 48 408 251 33 720 92 201 28 20 118 259 100 134 58 25
internal_value=0 0.0758562 0.135448 -0.0787653 0.245212 0.29502 0.267982 -0.17555 0.338236 0.40125 1.32259 0.379329 0.588668 1.6864 0.553256 0.838305 -0.220449 0.225807 0.658959 0.112254 0.247882 -0.343201 0.321546 1.25724 0.505412 0.612955 1.13551 0.439105 0.184287 1.48722
internal_count=8000 5998 4961 1747 3214 2913 2849 446 2403 2142 64 2119 788 54 147 138 1037 1331 268 1063 812 301 100 48 734 616 165 451 317 125
cat_boundaries=0 1 2
cat_threshold=81 2
shrinkage=0.01


Tree=89
num_leaves=31
num_cat=4
split_feature=5 0 6 7 18 9 16 9 14 17 14 13 19 17 4 11 15 9 13 11 9 13 14 13 4 14 14 11 9 3
split_gain=14.8935 10.7933 8.24445 7.72201 6.38224 6.93708 5.57081 6.7994 6.2149 8.66824 7.38599 8.03334 7.10432 8.18501 6.84156 7.83877 15.1755 7.94149 5.84018 5.1401 9.00244 5.8279 5.69991 4.98682 4.96653 4.92372 10.2766 9.25722 7.3158 4.8036
threshold=-12120.499999999998 0 0.015150000000000002 1.0000000180025095e-35 0.033350000000000012 -563.49999999999989 8.5000000000000018 -96.499999999999986 29223.000000000004 0.16400000000000003 42907.500000000007 29002.230000000003 1.5000000000000002 0.16400000000000003 1 -7677.4999999999991 0.57205000000000006 -1741.4999999999998 58322.250000000007 -2856.4999999999995 -785.49999999999989 88557.750000000015 31032.000000000004 35057.250000000007 2 26649.000000000004 22745.250000000004 -5992.4999999999991 -966.49999999999989 3
decision_type=2 1 10 2 10 10 8 10 2 10 2 10 2 8 1 2 10 10 10 2 10 10 2 10 1 2 2 2 8 9
left_child=1 3 29 6 5 25 -1 8 12 10 14 -12 13 -8 -10 16 17 -16 -15 22 21 -21 -17 -14 -24 26 27 -5 -27 -3
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11 11 -13 23 18 15 19 -18 -19 -20 20 -22 -23 24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0037323254395600098 0.0024407522815421581 -0.0006884456800625939 -0.0064011266500920158 0.019868945501141159 -0.011048057390173838 -0.003604813030770176 -0.0056509447392017334 0.013585983449266799 -0.010980588453104774 -0.010887388020870239 0.010145947521376344 -0.0065516817633687928 0.00064309149524815882 0.021069604365921424 -0.0056314228695234494 0.01660137026299998 0.04552438851004479 0.02251062199148867 0.0011757410338161674 0.01002429347563907 -0.0017270433210007439 0.029999101983423062 0.0099727108052647742 -0.0063168168457654588 -0.0055865922209860129 -0.0054965695642849519 0.031264114788015628 -0.0044215619727725579 0.016406798782003022 -0.004345851471887866
leaf_count=413 1804 2945 723 30 23 41 47 34 25 55 44 133 204 35 28 28 20 28 30 30 39 36 35 366 91 35 23 31 23 601
internal_value=0 -0.102698 -0.220847 0.111085 0.671681 0.841512 0.0205226 0.128566 0.0747681 0.341617 0.47261 -0.138517 -0.161806 0.60128 0.757775 0.885347 1.93785 0.902958 1.31094 0.609902 1.18147 1.9142 0.19027 -0.340214 -0.123528 1.14042 1.59899 0.876529 0.446049 -0.149398
internal_count=8000 6196 4269 1927 206 183 1721 1308 1274 592 537 177 682 112 360 335 76 56 65 259 105 66 154 570 126 142 84 61 58 3546
cat_boundaries=0 1 2 3 4
cat_threshold=2 4 1 81
shrinkage=0.01


Tree=90
num_leaves=31
num_cat=2
split_feature=5 7 15 3 5 9 9 9 11 4 14 13 17 14 9 14 11 11 16 13 6 14 18 15 9 11 14 13 11 6
split_gain=14.7295 7.4596 8.93798 7.0577 6.95235 6.34989 5.1943 5.07292 5.67395 5.0397 5.44523 9.43124 7.9923 7.41723 5.30105 5.48535 5.19296 5.79718 4.83931 4.81744 4.55934 4.55909 4.73203 4.49537 4.47327 5.27817 4.84019 4.471 4.31159 10.1402
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 0 -18348.999999999996 -483.49999999999994 -1311.4999999999998 -656.49999999999989 -4687.4999999999991 1 21892.500000000004 79071.075000000012 0.57320000000000015 16841.250000000004 -2629.9999999999995 12003.750000000002 -4989.9999999999991 -6353.4999999999991 1.5000000000000002 167348.25000000003 0.0010500000000000004 10210.500000000002 0.0056500000000000014 0.63085000000000013 -588.49999999999989 -4298.4999999999991 14712.750000000002 85726.62000000001 -2959.4999999999995 0.019650000000000004
decision_type=2 2 10 9 2 8 10 8 2 1 2 8 8 2 10 2 2 2 8 8 8 2 10 8 8 2 2 10 2 8
left_child=7 2 3 19 6 9 -5 -1 20 10 11 12 -6 -14 -11 16 17 -16 -7 21 -9 -2 -23 -17 -10 -26 -27 -24 -3 -30
right_child=1 28 -4 4 5 18 -8 8 24 14 -12 -13 13 -15 15 23 -18 -19 -20 -21 -22 22 27 -25 25 26 -28 -29 29 -31
leaf_value=-0.0041314524065405207 0.013758706746316823 0.0017678379928373178 -0.0095874653499581318 0.026690424645120298 -0.0034073581354778157 -0.010958555007141864 0.0034984946497193794 0.012885267634607869 0.016484500250616822 -0.0047980170647384489 -0.004677976970025241 -0.0054894260305099951 0.0011191061612437639 0.027362834287273236 -0.0067045960577998614 0.015050017315315025 -0.01091608426857545 0.017060075054357211 0.0030396869006237871 -0.0074668423366237415 -0.003985099071128673 -0.0037285259128316674 -0.0010683053294809027 0.0018265094185540654 0.016537447051944119 -0.0088109001813656222 0.0024286345109419999 0.021577596648827316 -0.01098960296993713 0.0093433616476296544
leaf_count=1650 25 330 142 22 38 33 26 24 29 213 556 108 22 31 36 26 88 21 1370 244 544 275 26 1478 30 67 270 22 35 219
internal_value=0 0.0914391 0.0409831 0.0642241 0.114218 0.101941 1.44959 -0.263532 -0.0500443 -0.0089797 -0.270866 0.243231 1.04245 1.82167 0.0869297 0.150621 -0.534057 0.332461 0.276334 -0.277555 -0.319009 -0.0698848 -0.189959 0.211303 0.272309 0.163107 0.0347135 0.877038 0.42531 0.72373
internal_count=8000 5386 4802 4660 4068 4020 48 2614 964 2617 755 199 91 53 1862 1649 145 57 1403 592 568 348 323 1504 396 367 337 48 584 254
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=91
num_leaves=31
num_cat=3
split_feature=5 3 16 0 11 11 11 5 5 13 4 15 17 14 9 5 14 11 11 14 6 9 16 7 14 14 9 5 9 5
split_gain=14.4656 8.79208 8.09107 8.50389 7.29861 7.22814 9.11558 7.08826 10.3511 7.78439 6.55682 6.62356 6.44823 7.51128 9.20949 7.20537 6.4262 7.65982 8.49001 7.14233 6.35016 6.04096 6.00427 5.81752 6.32803 6.42163 8.03609 7.07759 6.57677 6.09249
threshold=-19736.499999999996 0 21.500000000000004 1 -415.99999999999994 -5408.9999999999991 -3695.9999999999995 -10657.499999999998 -10359.499999999998 37657.575000000004 2 0.82035000000000013 0.22200000000000003 31270.500000000004 -1819.4999999999998 -17178.499999999996 23213.250000000004 -5264.4999999999991 -8413.4999999999982 19046.250000000004 0.014750000000000001 -2853.4999999999995 33.500000000000007 1.5000000000000002 34251.750000000007 30451.500000000004 -1588.4999999999998 -13583.999999999998 -330.49999999999994 -13072.499999999998
decision_type=2 9 8 1 2 2 2 2 2 10 1 10 10 2 8 2 2 2 2 2 8 8 8 2 2 2 10 2 10 2
left_child=-1 -2 4 12 -3 20 10 23 -9 -10 -7 -12 13 15 -15 -4 17 18 -17 -20 -5 -22 -16 24 25 28 -27 -28 -8 -30
right_child=1 2 3 5 -6 6 7 8 9 -11 11 -13 -14 14 22 16 -18 -19 19 -21 21 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0031777968226741849 -0.0027263643446614411 -0.0015057011935660451 0.010347265225374049 0.0049526236881239204 0.006751382608667254 -0.0077006816134453718 -0.0026878842898110733 0.019221884684946757 0.0088413660519144396 -0.0044838219468885734 0.0085865684359210763 -0.010907446536088416 -0.0068008766052967328 -0.0030550520942669778 0.027051701813502419 -0.0042475174990274324 -0.003334618831828813 0.00054393508672088888 0.0095585490237420096 0.029350998968245289 0.017239514764538545 -0.003641237293215372 0.010206581198068847 0.014778842677712217 -0.0067710906708891632 -0.0061256636812985904 0.030328445715552363 0.0040833910684656164 0.014720972614286881 -0.002832957530304517
leaf_count=2002 754 1628 117 152 142 39 497 37 77 92 383 26 59 65 23 31 189 206 55 25 20 756 218 26 220 29 28 20 51 33
internal_value=0 0.0739582 0.122343 0.217852 -0.078378 0.100694 0.235825 0.0663174 0.56275 0.21666 0.640909 0.759566 0.464084 0.523384 0.929944 0.318911 0.151478 0.423456 1.08834 1.59192 -0.167099 -0.310213 1.17648 -0.086243 -0.138196 0.0312704 0.986338 1.7956 -0.0962829 0.723563
internal_count=8000 5998 5244 3474 1770 2486 1558 1110 206 169 448 409 988 929 306 623 506 317 111 80 928 776 241 904 878 658 77 48 581 84
cat_boundaries=0 1 2 3
cat_threshold=2 2 4
shrinkage=0.01


Tree=92
num_leaves=31
num_cat=3
split_feature=5 0 5 9 9 16 7 16 15 11 4 15 9 9 13 5 11 9 16 9 14 13 17 0 5 13 5 13 14 15
split_gain=14.2867 6.86408 9.97426 7.15341 7.0652 6.49146 5.33958 5.01499 6.83614 6.80464 4.96118 7.39785 6.74864 5.32811 5.04788 9.51961 6.82864 5.00489 8.63292 6.4413 6.20909 4.98715 10.9676 9.01972 5.61935 5.19475 7.32962 6.67755 6.47054 8.50919
threshold=-14389.499999999998 0 -15659.999999999998 -656.49999999999989 -2890.4999999999995 8.5000000000000018 1.5000000000000002 28.500000000000004 0.65045000000000008 -5102.4999999999991 1 0.85300000000000009 -2629.9999999999995 -290.49999999999994 78392.250000000015 -10882.499999999998 -3100.9999999999995 -2276.4999999999995 7.5000000000000009 -1455.4999999999998 33050.250000000007 15028.200000000003 0.082200000000000009 2 -14281.499999999998 180450.00000000003 -11319.499999999998 771826.50000000012 23854.500000000004 0.68310000000000015
decision_type=2 1 2 10 10 8 2 8 8 2 1 10 8 10 8 2 2 8 10 8 2 8 8 1 2 10 2 10 2 10
left_child=1 2 5 7 -4 -1 -7 -3 9 -9 11 12 -2 -12 15 -15 -16 18 20 -19 -14 22 -21 -24 -23 -26 28 -28 -27 -30
right_child=10 3 4 -5 -6 6 -8 8 -10 -11 13 -13 17 14 16 -17 -18 19 -20 21 -22 24 23 -25 25 26 27 -29 29 -31
leaf_value=-0.0034124697610668393 -0.0054650797371432113 -0.007449472264051557 0.0063783885294178104 0.000587505121183982 -0.0085409571660701941 0.0028824790723708887 0.018391386023142092 0.014507793710352214 -0.0033126416194687583 -0.0065378463771466793 -0.0011607311802628159 -0.0079812043749447979 0.010533926639780934 -0.0023568612141444153 -0.0085562275607865678 0.024903489154375215 0.0103537551665497 -0.0025567473957528544 0.025619044279673681 -0.0074253930356978273 -0.01111388959838417 0.018517920221975296 0.031161901582420867 0.0078094110343203309 0.0018501854930779457 -0.0074100323542659764 0.013864331861576065 -0.0036389192390113619 0.012404310627312138 -0.010869677850450673
leaf_count=259 119 478 40 776 231 862 21 63 2085 38 1021 85 55 24 46 27 38 215 27 25 23 27 21 36 1038 61 131 27 72 29
internal_value=0 -0.146602 0.0574589 -0.251559 -0.569645 0.203576 0.338538 -0.360486 -0.277214 0.70508 0.162313 0.257698 0.295486 -0.0228127 0.575195 1.33114 0.0571157 0.340259 1.05858 0.299268 0.432761 0.371452 1.07931 1.72645 0.321938 0.294318 0.658153 1.11007 0.120697 0.665461
internal_count=8000 4853 1413 3440 271 1142 883 2664 2186 101 3147 1991 1906 1156 135 51 84 1787 105 1682 78 1467 82 57 1385 1358 320 158 162 101
cat_boundaries=0 1 2 3
cat_threshold=2 16 2
shrinkage=0.01


Tree=93
num_leaves=31
num_cat=5
split_feature=5 7 15 3 5 9 15 11 9 4 14 13 17 14 14 1 9 14 11 11 15 0 9 4 13 16 5 6 14 6
split_gain=14.1503 7.21137 8.75458 6.80997 6.71145 6.02938 5.05848 7.64487 4.89727 4.89107 5.36262 9.17975 7.66311 6.98111 5.23121 7.16148 5.39783 4.94543 5.14799 5.59537 5.11461 4.79589 7.09276 5.50186 4.77676 4.73027 4.55496 4.42079 6.78329 4.37423
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 0 -18348.999999999996 -483.49999999999994 0.65045000000000008 -672.49999999999989 -1311.4999999999998 1 21892.500000000004 79071.075000000012 0.57320000000000015 16841.250000000004 57611.250000000007 2 -2629.9999999999995 12003.750000000002 -4989.9999999999991 -6353.4999999999991 0.63085000000000013 3 -2507.4999999999995 4 167348.25000000003 1.5000000000000002 -17302.999999999996 0.0033500000000000001 31650.750000000004 0.0069500000000000004
decision_type=2 2 10 9 2 8 10 2 10 1 2 8 8 2 2 1 10 2 2 2 8 1 10 1 8 8 2 10 2 10
left_child=6 2 3 24 8 9 7 -1 -5 10 11 12 -6 -14 16 -16 26 18 19 -18 -19 22 23 -8 27 -7 -11 -2 -29 -22
right_child=1 -3 -4 4 5 25 21 -9 -10 14 -12 -13 13 -15 15 -17 17 20 -20 -21 29 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0022542559771916862 -0.002774129566571774 0.0041677012512932937 -0.0095628679924799377 0.025814732427367235 -0.0033693177857919972 -0.010948003892987182 0.024297415351161377 0.0071845401033474188 0.0034399034034157793 0.012769531736875823 -0.0046401939669605489 -0.0054479711846870359 0.0011274106334200685 0.026499332736646605 -0.00079284942593277135 0.026582453643306109 -0.0066697026851948605 0.015780070878018068 -0.010909090985320951 0.016610956631676891 0.0024296227851438694 -0.0074891861623111317 -0.0056987637100429167 0.00093405850351447402 -0.0074304730806807589 0.0029569485475797169 -0.0070382718161798516 0.01646382983023198 -0.0063316310680973176 -0.0024813662934130764
leaf_count=1707 276 584 142 22 38 33 22 134 26 20 556 108 22 31 28 21 36 25 88 21 1121 603 116 32 244 1370 187 41 31 315
internal_value=0 0.0892958 0.0396228 0.0624593 0.111425 0.0992663 -0.259229 -0.148016 1.41554 -0.0090044 -0.267657 0.242051 1.025 1.77835 0.0852731 1.239 0.0544276 0.119191 -0.531663 0.328281 0.178168 -0.547081 -0.00749605 1.04457 -0.273989 0.268637 -0.527729 -0.0670707 0.735291 0.147239
internal_count=8000 5386 4802 4660 4068 4020 2614 1841 48 2617 755 199 91 53 1862 49 1813 1606 145 57 1461 773 170 54 592 1403 207 348 72 1436
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 1 2 2 2
shrinkage=0.01


Tree=94
num_leaves=31
num_cat=3
split_feature=5 3 17 16 11 14 5 0 14 4 11 5 9 9 9 14 11 13 11 14 5 13 5 19 5 6 9 5 14 14
split_gain=13.908 8.4987 7.80799 7.40644 9.08701 7.13822 6.47961 6.63804 9.84407 9.09449 7.54221 7.20423 7.02452 6.02057 7.6521 5.93702 9.76121 11.1777 8.115 7.91323 6.59348 5.85607 11.2064 6.91325 6.17983 8.62744 5.69804 5.58751 5.16188 9.09084
threshold=-19736.499999999996 0 0.042800000000000012 25.500000000000004 -147.49999999999997 12678.750000000002 -19679.499999999996 1 22020.750000000004 2 -8944.4999999999982 -18348.999999999996 -2005.4999999999998 -1400.4999999999998 -1311.4999999999998 29864.250000000004 -6186.9999999999991 42824.250000000007 -8107.4999999999991 23654.250000000004 -14389.499999999998 396135.00000000006 -15249.499999999998 2.5000000000000004 -13844.499999999998 0.012350000000000002 -656.49999999999989 -18860.499999999996 20135.250000000004 17534.250000000004
decision_type=2 9 10 8 2 2 2 1 2 1 2 2 10 8 8 2 2 8 2 2 2 10 2 2 2 8 10 2 2 2
left_child=-1 -2 3 4 -3 -5 -7 11 9 -9 -10 12 -8 -12 -15 16 17 -13 -19 -20 -18 24 -23 -24 25 -16 -14 -11 29 -29
right_child=1 2 -4 5 -6 6 7 8 10 27 13 15 26 14 21 -17 20 18 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.003128152582558867 -0.0026926309197626802 -0.00074110642895556579 -0.0020633804796852955 -0.0023044618696468648 0.016125282751918581 0.024748781372330338 0.0028155978880767436 -0.008663571110556852 -0.0086195480591295826 -0.00520399335568232 -0.0031886796276539547 0.029390207356101407 0.036374340510676388 0.019309618226352854 0.012194989437894077 0.0082358804151341867 -0.0097062593548705375 -0.011039705017216286 0.023948567505186362 -0.0020953809442717827 0.0018009314638086833 0.024972979151423519 -0.0081141297757263125 0.014355477674226293 0.0033524808481861707 -0.0060430431470637281 0.013152040301820461 0.0099216754462249698 0.013971401773365541 -0.00066458275785417659
leaf_count=2002 754 1489 864 311 37 20 25 52 130 57 344 20 20 33 38 263 78 28 23 23 187 38 37 25 340 248 23 240 109 142
internal_value=0 0.0722155 0.119649 0.177714 -0.0275316 0.275833 0.332497 0.318981 0.202681 0.554416 0.0197987 0.57565 1.53607 0.104754 0.259511 0.467473 0.199965 1.07502 0.43611 1.18995 -0.113478 0.191448 0.95476 0.119539 0.0727449 -0.348149 2.33374 0.676691 0.773526 0.587911
internal_count=8000 5998 5244 4380 1526 2854 2543 2523 1833 600 1233 690 68 1103 759 622 359 94 74 46 265 726 100 62 626 286 43 548 491 382
cat_boundaries=0 1 2 3
cat_threshold=2 2 4
shrinkage=0.01


Tree=95
num_leaves=31
num_cat=4
split_feature=5 0 6 7 18 9 16 9 14 17 14 13 19 17 4 11 15 9 13 11 9 14 13 13 4 3 6 15 15 6
split_gain=13.7564 10.1365 8.03724 7.31994 6.196 6.66857 5.22828 6.43365 5.96338 8.3677 7.11897 7.72638 6.84933 7.87576 6.61424 7.55533 13.8265 7.54557 5.41227 4.88029 8.59656 5.55226 5.4975 4.86421 4.85772 4.66753 5.3535 9.98446 9.39 4.6984
threshold=-12120.499999999998 0 0.015150000000000002 1.0000000180025095e-35 0.033350000000000012 -563.49999999999989 8.5000000000000018 -96.499999999999986 29223.000000000004 0.16400000000000003 42907.500000000007 29002.230000000003 1.5000000000000002 0.16400000000000003 1 -7677.4999999999991 0.57205000000000006 -1741.4999999999998 58322.250000000007 -2856.4999999999995 -785.49999999999989 31032.000000000004 88557.750000000015 35057.250000000007 2 3 0.010650000000000001 0.69615000000000016 0.77460000000000007 0.0079500000000000022
decision_type=2 1 10 2 10 10 8 10 2 10 2 10 2 8 1 2 10 10 10 2 10 2 10 10 1 9 10 10 10 10
left_child=1 3 25 6 5 -5 -1 8 12 10 14 -12 13 -8 -10 16 17 -16 -15 21 22 -17 -21 -14 -23 26 29 -28 -29 -3
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11 11 -13 23 18 15 19 -18 -19 -20 20 -22 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0036518401646841716 0.0023327382513205785 -0.00074635256326060291 -0.0063228682676937957 0.011058837349589731 -0.011046148225293508 -0.0036317039352361568 -0.0056506230029401364 0.01308591176609992 -0.01097717014109624 -0.010875235851631746 0.0097570528957315467 -0.0065387625408218656 0.00059694511438549553 0.020217159095797372 -0.0055877047495727708 0.016192883764470027 0.043136440294332071 0.021754928536838455 0.001163411651761623 0.009630937060801233 -0.0018191062926052304 0.0097046710059462676 0.028817898386533251 -0.006281266430377447 -0.0056115403298704989 -0.0042684457292248108 0.028418280379852643 -0.010766704494013787 0.016576760021867341 -0.010757664967537413
leaf_count=413 1804 2768 723 142 23 41 47 34 25 55 44 133 204 35 28 28 20 28 30 30 39 35 36 366 91 601 22 46 33 76
internal_value=0 -0.0994488 -0.214662 0.107249 0.650377 0.815829 0.0187809 0.122722 0.070098 0.330233 0.456997 -0.143013 -0.162132 0.582835 0.734612 0.858154 1.88163 0.885723 1.27031 0.588473 1.13985 0.179923 1.8452 -0.33842 -0.130058 -0.144246 -0.0652025 0.796184 0.0896262 -0.100052
internal_count=8000 6196 4269 1927 206 183 1721 1308 1274 592 537 177 682 112 360 335 76 56 65 259 105 154 66 570 126 3546 2945 101 79 2844
cat_boundaries=0 1 2 3 4
cat_threshold=2 4 1 81
shrinkage=0.01


Tree=96
num_leaves=31
num_cat=1
split_feature=5 16 11 7 3 15 5 9 11 19 15 11 13 9 17 11 9 16 11 9 5 16 5 9 9 14 14 14 9 6
split_gain=13.5924 6.97325 8.74022 7.98806 6.5537 5.85032 5.50648 6.78288 5.19359 6.44839 6.87856 6.51801 10.2997 6.59881 5.30257 5.26495 5.17023 5.35201 5.51152 8.63467 7.81591 8.64389 7.99766 6.14567 7.66251 6.0468 6.44167 5.93089 9.81275 7.08924
threshold=-18480.999999999996 7.5000000000000009 -9474.4999999999982 1.0000000180025095e-35 0 0.8791500000000001 -18348.999999999996 -1209.4999999999998 -6935.9999999999991 1.5000000000000002 0.78115000000000012 -966.49999999999989 202946.85000000003 -426.49999999999994 0.062000000000000006 -1748.9999999999998 -2679.4999999999995 10.500000000000002 -2222.4999999999995 -2521.4999999999995 -12301.999999999998 8.5000000000000018 -12713.499999999998 -397.49999999999994 -164.49999999999997 42907.500000000007 34566.750000000007 30084.750000000004 -792.49999999999989 0.010250000000000002
decision_type=2 8 2 2 9 10 2 10 2 2 10 2 8 10 10 2 8 10 2 8 2 10 2 10 10 2 2 2 10 10
left_child=-1 2 -2 4 -3 6 7 -6 -8 10 11 13 -13 15 -12 -10 -11 18 20 -20 22 23 -18 25 -25 26 27 28 29 -22
right_child=1 3 -4 -5 5 -7 8 -9 9 16 14 12 -14 -15 -16 -17 17 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025504088346104637 0.017801914974778819 -0.0027342655678895384 -0.0030187232615809961 0.0050306585758455322 0.027671227711362888 -0.0089054955014668102 -0.0012690031273363198 -2.3174892540594562e-06 0.0020362801999141526 -0.006266443845449934 0.02999700771459525 -0.0022190999318980162 0.025858942167072442 0.011128926867678371 0.0071954534806892038 -0.011105611441682268 0.0027589397229196943 -0.0018184301123800632 0.021532953541829047 -0.00057905913680949465 0.0031066002180668972 0.027325891855892643 -0.011049461337165905 0.019779345707360979 -0.0021700521131492166 0.01537481253133675 -0.011298537301044621 0.016797718683008406 -0.01134567571138986 0.023499758328255332
leaf_count=2614 31 510 791 501 20 89 783 21 246 124 20 25 31 67 25 43 528 449 21 636 115 22 57 48 21 39 32 29 42 20
internal_value=0 0.0871256 -0.229536 0.136741 0.0799127 0.129706 0.153479 1.3925 0.138115 0.206707 0.560489 0.427454 1.44335 0.258143 1.79188 0.0204648 0.126399 0.163516 0.251424 0.0125552 0.415625 0.745716 0.13129 0.632824 1.3968 0.412219 0.2223 0.419089 0.196475 0.606923
internal_count=8000 5386 822 4564 4063 3553 3464 41 3423 2640 457 412 56 356 45 289 2183 2059 1610 657 953 368 585 346 69 277 238 206 177 135
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=97
num_leaves=31
num_cat=3
split_feature=5 3 17 14 16 11 14 14 0 9 15 11 5 13 14 13 11 5 9 4 5 13 13 13 19 11 11 6 13 14
split_gain=13.3557 8.18619 7.53207 7.2396 7.57932 8.4853 6.32173 9.08013 6.85029 8.36405 9.07647 8.21383 8.04689 10.0435 7.56495 6.81554 7.62019 6.6396 6.83046 9.73591 7.12306 6.49176 6.14387 8.00204 5.81422 6.34393 9.04427 7.13217 6.88725 6.69104
threshold=-19736.499999999996 0 0.042800000000000012 13025.250000000002 25.500000000000004 -196.49999999999997 17174.250000000004 16841.250000000004 1 -222.49999999999997 0.60470000000000013 -9136.4999999999982 -19304.999999999996 146632.50000000003 30858.750000000004 44988.750000000007 -6703.9999999999991 -15199.999999999998 -1139.4999999999998 2 -11780.999999999998 85726.62000000001 85726.62000000001 24345.000000000004 1.5000000000000002 -5858.9999999999991 -5022.4999999999991 0.19750000000000004 32650.875000000004 26592.750000000004
decision_type=2 9 10 2 8 2 2 2 1 10 8 2 2 8 2 8 2 2 10 1 2 8 8 8 2 2 2 8 8 2
left_child=-1 -2 3 -3 5 -5 7 15 14 10 -10 -12 13 -13 -8 16 -6 -17 19 20 -19 -11 23 -16 25 -14 -27 -28 -29 -30
right_child=1 2 -4 4 6 -7 8 -9 9 21 11 12 24 -15 22 17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.0030784812586034382 -0.002655571307375116 -0.0025692635814152176 -0.0020399916666674822 -0.0005096153876188328 0.029870012413486691 0.013629674708168789 0.0019579672766361555 0.023496230570504775 0.018689441742134345 0.017154823071035632 -0.0096114823827726289 -0.0038346728424702354 -0.0044745025868878864 0.031116167594886328 0.014853452293341826 -0.0045417966013597422 0.0072539882215229062 0.033760062146481216 0.00019368193381015021 -0.0030066368318943043 0.010241399492093821 0.0027203438052474222 0.012473451532145283 -0.0044850584098051725 -0.00077998007426628951 0.030947662754943438 -0.011076037539152934 0.02539164477246043 0.014575372766802723 -0.0051463581544886347
leaf_count=2002 754 446 864 1365 23 50 311 30 29 50 127 23 61 26 28 106 52 24 78 26 24 77 175 67 1034 20 26 20 40 42
internal_value=0 0.070347 0.116755 0.173578 0.219193 0.00546269 0.325576 0.72798 0.25499 0.127937 0.0451807 0.00309451 0.0767929 1.60207 0.539737 0.559396 1.42665 0.298188 0.679854 1.354 2.12905 0.899866 0.916232 0.250937 0.0276609 0.556641 0.921446 0.593862 0.973565 0.486155
internal_count=8000 5998 5244 4380 3934 1415 2519 363 2156 1575 1448 1419 1292 49 581 333 75 258 152 74 48 127 270 95 1243 209 148 128 102 82
cat_boundaries=0 1 2 3
cat_threshold=2 2 16
shrinkage=0.01


Tree=98
num_leaves=31
num_cat=2
split_feature=5 4 15 5 5 13 13 15 13 13 3 16 9 19 5 6 5 11 5 14 15 11 14 9 14 11 14 6 14 18
split_gain=13.1445 6.85908 7.18918 5.49754 9.90136 11.2244 6.90307 6.61152 6.52163 10.8452 5.70426 5.74025 5.90765 5.80137 7.21795 6.93569 7.25156 10.0124 7.40578 5.15318 4.97485 7.46234 4.8487 6.62609 5.44243 4.74027 8.05915 8.18208 7.41328 8.1925
threshold=-18480.999999999996 0 0.85300000000000009 -10657.499999999998 -10016.499999999998 32061.555000000004 69144.750000000015 0.77460000000000007 198177.75000000003 385600.50000000006 1 4.5000000000000009 -2828.4999999999995 2.5000000000000004 -12301.999999999998 0.0078500000000000011 -11893.499999999998 -3875.4999999999995 -11729.499999999998 46086.750000000007 0.65045000000000008 -672.49999999999989 23541.750000000004 -986.49999999999989 17700.750000000004 -1491.4999999999998 29223.000000000004 0.0016500000000000002 20686.500000000004 0.0035500000000000006
decision_type=2 1 10 2 2 8 8 10 10 10 9 8 10 2 2 10 2 2 2 2 10 2 2 8 2 2 2 10 2 8
left_child=20 2 3 10 5 -5 -7 -8 -6 -10 -2 12 -12 25 -15 16 17 -16 -18 -3 21 -1 24 -24 -20 28 -27 -28 29 -13
right_child=1 19 -4 4 8 6 7 -9 9 -11 11 13 -14 14 15 -17 18 -19 22 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0021827170248807717 -0.002091950599495942 -0.00012554536118613099 -0.0067745312987897831 0.023250791057150839 -0.00090397529573052905 -0.0046881382515994857 0.0068271586332152535 0.025542008373766995 0.022123430851808571 -0.0027277788294566376 0.013238373201025751 0.016695942098400852 -0.0071962599869404122 -0.0021504911325345949 0.03378110231051689 -0.0065852894698760515 -0.011481230333861326 0.0055434654901492797 0.00959875643392398 -0.0055161088158727544 -0.0053923438547293923 0.0071374077861090469 0.0018022207703128493 0.024958966069493937 -0.011473395007430868 0.0028203381006487909 0.020042896596178781 -0.0047375287079039121 0.00078032404013832191 0.0041211268138769087
leaf_count=1707 464 1762 137 32 280 48 143 20 32 35 21 75 146 563 20 47 24 27 27 287 773 134 23 23 21 134 72 23 643 257
internal_value=0 0.0853641 0.177495 0.206828 0.46878 0.929062 0.627658 0.914618 0.122666 0.985484 0.131107 0.19776 -0.449605 0.257161 0.0231653 0.489783 0.764991 1.76779 0.356529 -0.0822081 -0.251563 -0.141136 0.747788 1.44555 0.0517526 0.404966 0.837175 1.55049 0.298281 0.706508
internal_count=8000 5386 3337 3200 590 243 211 163 347 67 2610 2146 167 1979 775 212 165 47 118 2049 2614 1841 94 46 48 1204 229 95 975 332
cat_boundaries=0 1 2
cat_threshold=16 34
shrinkage=0.01


Tree=99
num_leaves=31
num_cat=2
split_feature=5 3 17 14 16 11 5 14 0 9 14 15 11 19 14 11 11 18 13 13 13 18 5 18 15 11 11 13 13 13
split_gain=12.9114 7.96938 7.30454 7.11297 7.63771 8.25519 6.21797 5.91663 6.72016 8.5956 7.42469 7.37435 7.3428 7.73452 6.59981 6.37836 7.58166 6.42397 6.23283 5.72891 7.67023 5.61665 12.6132 6.09879 5.15124 5.75832 6.41563 4.92855 4.92576 4.87097
threshold=-19736.499999999996 0 0.042800000000000012 12678.750000000002 25.500000000000004 -196.49999999999997 -19613.499999999996 17174.250000000004 1 -222.49999999999997 30858.750000000004 0.60470000000000013 -8593.9999999999982 1.5000000000000002 16841.250000000004 -5858.9999999999991 -5022.4999999999991 0.0021500000000000004 85726.62000000001 85726.62000000001 24345.000000000004 0.011950000000000002 -13844.499999999998 0.047150000000000004 0.78115000000000012 -6703.9999999999991 -8215.4999999999982 115479.00000000001 315090.00000000006 102732.75000000001
decision_type=2 9 10 2 8 2 2 2 1 10 2 8 2 2 2 2 2 10 8 8 8 10 2 10 10 2 2 8 10 10
left_child=-1 -2 3 -3 5 -5 -6 14 10 11 -9 -10 -13 15 24 -14 -17 -18 -11 20 -12 -15 -23 -24 25 26 -8 -21 -20 -7
right_child=1 2 -4 4 6 29 7 8 9 18 19 12 13 21 -16 16 17 -19 28 27 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0030369651209798945 -0.0026303366354241422 -0.0027592114203708073 -0.0020177931710588007 -0.00056423361407413922 0.018247487456513112 0.0025232775268502409 0.0052235393786791299 0.0017080899555896496 0.017398359732946726 0.016747495868758424 0.014412153219485644 -0.0080799150176832386 -0.0038887428047335638 -0.0014282243728030361 0.020758985726491767 0.02984590303328219 0.010319835267903952 -0.011166167400881853 -0.0041744278587768479 0.026461554024986223 -0.0044496888478410112 -0.0040970404683472747 0.032207942062993551 0.0066669677180423749 0.021878313334827676 0.0021555294912774668 0.025660687433162355 0.010226724691028517 0.012685205897753207 0.023395909504625327
leaf_count=2002 754 414 864 1373 34 25 51 309 26 50 28 158 58 914 29 20 111 20 47 22 67 68 25 22 20 256 27 151 30 25
internal_value=0 0.0688728 0.114566 0.170365 0.213515 -0.000713195 0.31937 0.301046 0.230407 0.103468 0.512767 0.0181368 -0.0186063 0.0628929 0.677137 0.672916 1.02 0.724137 0.882267 0.886164 0.245445 -0.0596645 0.724369 2.07072 0.543154 0.445695 1.27039 1.20784 0.26649 1.32965
internal_count=8000 5998 5244 4380 3966 1423 2543 2509 2126 1549 577 1422 1396 1238 383 209 151 131 127 268 95 1029 115 47 354 334 78 173 77 50
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=100
num_leaves=31
num_cat=2
split_feature=5 0 6 7 18 9 16 9 18 14 6 14 17 14 19 11 13 13 13 4 15 6 6 13 11 13 11 11 6 14
split_gain=12.7671 9.8162 7.89568 7.05811 6.02483 6.40544 5.01877 6.16235 5.76274 6.79568 9.24428 7.95221 7.19916 5.73371 6.02525 5.8224 5.48554 8.99498 7.83948 13.3151 7.27901 4.80392 6.68781 4.73271 6.79126 8.677 5.9627 5.63032 4.59255 4.55343
threshold=-12120.499999999998 0 0.015150000000000002 1.0000000180025095e-35 0.033350000000000012 -563.49999999999989 8.5000000000000018 -96.499999999999986 0.010950000000000001 29594.250000000004 0.049250000000000009 30210.750000000004 0.11260000000000002 25323.750000000004 2.5000000000000004 -8593.9999999999982 23208.750000000004 88557.750000000015 135049.50000000003 1 0.74195000000000011 0.0081500000000000027 0.02945 541800.00000000012 -6186.9999999999991 90002.250000000015 -4329.4999999999991 -2261.9999999999995 0.32790000000000002 26649.000000000004
decision_type=2 1 10 2 10 10 8 10 10 2 10 2 10 2 2 2 8 8 8 1 10 10 10 8 2 10 2 2 10 2
left_child=1 3 -3 6 5 29 -1 8 9 10 13 -11 16 14 15 -8 -13 -18 19 -19 -20 -10 -23 24 25 -17 -25 -28 -4 -5
right_child=-2 2 28 4 -6 -7 7 -9 21 11 -12 12 -14 -15 -16 23 17 18 20 -21 -22 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.0035850822763928702 0.0022351876904253406 -0.0014063970791527735 -0.0069088093736383166 0.015153377227720973 -0.011033893890272008 -0.0035955650570392629 -0.0069876054026723634 0.012748536142827647 -0.010854975958366127 0.024252234127723371 0.024089359048637644 0.016020252156588727 -0.010890722950829925 -0.0088399307929456755 -0.0067266697537186147 0.028732656368113296 -0.0065139274987342346 0.033621181663733027 0.0019334237041106889 -0.0041877865417323966 0.023367256064487352 0.014237254932142389 -0.0078045170695160296 0.00070927818101674145 -0.0029486181249427541 -0.0041510358462146799 0.030020483943959564 0.0080467948313960782 0.012114386922594455 0.0041661910663882105
leaf_count=413 1804 3546 701 84 23 41 76 34 105 23 20 40 44 118 135 21 96 30 211 21 22 32 48 37 132 20 20 23 22 58
internal_value=0 -0.0965361 -0.210347 0.106777 0.638655 0.79999 0.0196149 0.121081 0.0692945 0.163365 -0.0948252 0.470442 0.366532 -0.174119 0.00484059 0.251559 0.499577 0.353492 0.651118 1.93227 0.387401 -0.551345 0.140917 0.483425 0.11439 1.37314 1.08718 1.81532 -0.626814 1.08155
internal_count=8000 6196 4269 1927 206 183 1721 1308 1274 1089 602 487 464 582 464 329 420 380 284 51 233 185 80 253 173 41 80 43 723 142
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=101
num_leaves=31
num_cat=2
split_feature=5 4 15 5 5 13 13 13 13 15 3 16 9 19 5 6 5 11 5 14 9 11 14 9 14 5 14 11 14 6
split_gain=12.5923 6.65808 7.0303 5.26412 9.55974 10.709 6.69127 6.33517 10.4112 6.26548 5.54858 5.5745 5.78625 5.592 6.97904 6.7439 6.93828 9.29116 7.243 5.05187 4.94181 5.46189 4.67415 6.26812 5.31748 4.65514 4.87657 4.55081 7.58694 7.72393
threshold=-18480.999999999996 0 0.85300000000000009 -10657.499999999998 -10016.499999999998 32061.555000000004 69144.750000000015 198177.75000000003 385600.50000000006 0.77460000000000007 1 4.5000000000000009 -2828.4999999999995 2.5000000000000004 -12301.999999999998 0.0078500000000000011 -11893.499999999998 -3875.4999999999995 -11729.499999999998 46086.750000000007 -656.49999999999989 -4687.4999999999991 23541.750000000004 -986.49999999999989 17700.750000000004 -18348.999999999996 45180.000000000007 -1491.4999999999998 29223.000000000004 0.0016500000000000002
decision_type=2 1 10 2 2 8 8 10 10 10 9 8 10 2 2 10 2 2 2 2 8 2 2 8 2 2 2 2 2 10
left_child=20 2 3 10 5 -5 -7 -6 -9 -8 -2 12 -12 27 -15 16 17 -16 -18 25 -1 -22 24 -24 -20 -3 -27 -13 -29 -30
right_child=1 19 -4 4 7 6 9 8 -10 -11 11 13 -14 14 15 -17 18 -19 22 -21 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.0039689562435152367 -0.0020739338126241061 0.015649807258462385 -0.0067442234147497308 0.022594001874903596 -0.00092427082987711672 -0.0046785183829616672 0.0066729160975197493 0.021506374219562065 -0.0027351077594332997 0.024715790348068513 0.012994826854262304 0.0029235490252616102 -0.0071605120824508386 -0.002127540496500976 0.032414617818904763 -0.0065649787228619543 -0.011468413388160924 0.0054601902611353557 0.0093655028017755517 -0.0054823179046560797 -0.0030277543960129756 0.0028117955701128646 0.0017681378430501194 0.024174353484861372 -0.011459581806281146 -0.00057200947907114252 0.015661830934222378 0.0027832925052361426 0.019350267521105146 -0.0047158872073586435
leaf_count=1650 464 22 137 32 280 48 143 32 35 20 21 975 146 563 20 47 24 27 27 287 568 396 23 23 21 1715 25 134 72 23
internal_value=0 0.0832033 0.173809 0.202662 0.458181 0.90795 0.613466 0.118054 0.963939 0.893546 0.128503 0.194091 -0.445865 0.252315 0.0223991 0.4794 0.748489 1.72062 0.348375 -0.0820058 -0.247153 -0.0353282 0.731709 1.41107 0.0476651 -0.0132251 -0.0347105 0.396916 0.818413 1.50287
internal_count=8000 5386 3337 3200 590 243 211 347 67 163 2610 2146 167 1979 775 212 165 47 118 2049 2614 964 94 46 48 1762 1740 1204 229 95
cat_boundaries=0 1 2
cat_threshold=16 34
shrinkage=0.01


Tree=102
num_leaves=31
num_cat=3
split_feature=5 3 16 0 11 11 11 5 5 13 4 15 6 9 17 14 9 5 14 11 11 14 7 14 14 9 5 9 5 14
split_gain=12.3699 7.75743 7.08067 7.35472 6.75018 6.61749 8.58074 6.34009 9.50952 7.41398 6.20379 6.24184 6.06014 6.00187 5.87232 6.44298 8.27034 6.78487 6.10838 7.11471 7.91497 6.39052 5.68814 6.16322 6.14196 7.5674 6.80625 6.10145 5.82021 6.41136
threshold=-19736.499999999996 0 21.500000000000004 1 -415.99999999999994 -5408.9999999999991 -3695.9999999999995 -10657.499999999998 -10359.499999999998 37657.575000000004 2 0.82035000000000013 0.014750000000000001 -2853.4999999999995 0.22200000000000003 31270.500000000004 -1819.4999999999998 -17178.499999999996 23213.250000000004 -5264.4999999999991 -8413.4999999999982 19046.250000000004 1.5000000000000002 34251.750000000007 30451.500000000004 -1588.4999999999998 -13583.999999999998 -330.49999999999994 -13072.499999999998 20994.750000000004
decision_type=2 9 8 1 2 2 2 2 2 10 1 10 8 8 10 2 8 2 2 2 2 2 2 2 2 10 2 10 2 2
left_child=-1 -2 4 14 -3 12 10 22 -9 -10 -7 -12 -5 -14 15 17 -17 -4 19 20 -19 -22 23 24 27 -26 -27 -8 29 -29
right_child=1 2 3 5 -6 6 7 8 9 -11 11 -13 13 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0029849587149404296 -0.0026079257103162911 -0.0014666927666932791 0.0097915176640850452 0.0047740339333506585 0.0064172794020542255 -0.0076816185322749536 -0.0026835648600145811 0.017971343179863892 0.0082951807046510451 -0.0045967142371028391 0.008158371628590207 -0.010901595849395205 0.017193380946033007 -0.0036073799775503197 -0.0067345959590085804 -0.0031638586527656032 0.01077682226131936 -0.0043679168410425519 -0.0034131441033820953 0.0003759682955190815 0.0089898893551595901 0.02734635462675045 0.014482417283380341 -0.0067533844377369746 -0.0061130150379304143 0.029127911151221358 0.0037035937615445807 -0.00044422346336534283 -0.003008079610642147 0.023311179837588739
leaf_count=2002 754 1628 117 152 142 39 497 37 77 92 383 26 20 756 59 65 241 31 189 206 55 25 26 220 29 28 20 21 33 30
internal_value=0 0.0670823 0.112081 0.200554 -0.0764114 0.091394 0.219578 0.0551305 0.518729 0.187616 0.608953 0.722167 -0.165662 -0.306685 0.426875 0.48197 0.851087 0.292749 0.130665 0.392995 1.0243 1.49859 -0.0900222 -0.141558 0.024755 0.951011 1.71912 -0.100516 0.679135 1.39822
internal_count=8000 5998 5244 3474 1770 2486 1558 1110 206 169 448 409 928 776 988 929 306 623 506 317 111 80 904 878 658 77 48 581 84 51
cat_boundaries=0 1 2 3
cat_threshold=2 2 4
shrinkage=0.01


Tree=103
num_leaves=31
num_cat=3
split_feature=5 0 5 9 9 16 9 9 11 11 9 15 11 14 11 19 16 15 11 14 6 15 4 15 9 9 9 2 5 9
split_gain=12.2276 6.23616 9.88344 6.91402 6.88345 5.95352 5.2588 16.1293 13.9343 11.1707 8.572 7.21492 10.8729 7.13208 7.04001 5.3268 5.02158 6.55889 6.57491 4.851 4.48495 5.07471 4.45875 6.85701 6.27583 5.01761 4.96989 6.14912 6.47284 4.89356
threshold=-14389.499999999998 0 -15659.999999999998 -656.49999999999989 -2890.4999999999995 8.5000000000000018 -1174.4999999999998 -1741.4999999999998 -5785.9999999999991 -8593.9999999999982 -2507.4999999999995 0.73540000000000016 -4472.4999999999991 30451.500000000004 -5858.9999999999991 1.5000000000000002 28.500000000000004 0.65045000000000008 -5102.4999999999991 26592.750000000004 0.015350000000000001 0.75500000000000012 1 0.85300000000000009 -2629.9999999999995 -290.49999999999994 -104.49999999999999 2 -11499.999999999998 -2276.4999999999995
decision_type=2 1 2 10 10 8 10 10 2 2 10 10 2 2 2 2 8 8 2 2 10 10 1 10 8 10 10 1 2 8
left_child=1 2 5 16 -4 -1 7 10 9 -9 11 12 -7 -10 -13 -8 -3 18 19 -18 21 -5 23 24 -2 -24 27 28 -27 -26
right_child=22 3 4 20 -6 6 15 8 13 -11 -12 14 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 25 -25 29 26 -28 -29 -30 -31
leaf_value=-0.0032573153557924439 -0.0054221622922859623 -0.0073625042035403701 0.0061502909550337206 0.0010012099911059246 -0.0085277047023700897 -0.0048156140828326853 0.0091389019932955392 0.015726099347342159 -0.0067333633528141893 0.046800024029600581 -0.0062516741122203021 0.033985572276620517 0.0100156164687268 0.020536323541162541 0.0078684246570704646 -0.0019399876740833176 0.0051028116822134728 -0.0031720060406152818 -0.0064972372889301657 0.026363144550197389 -0.0065776509377390626 0.015175906448570278 -0.0011804807365255823 -0.0079034062176412262 0.010208819205773642 -0.011065021407294857 -0.0038159934888782857 0.019953049582553704 0.011286464647867837 0.002758555963517519
leaf_count=259 119 478 40 607 231 126 53 38 35 24 120 20 98 20 32 317 37 2085 38 26 134 35 1021 85 105 25 42 35 33 1682
internal_value=0 -0.137399 0.0568186 -0.238632 -0.568935 0.202151 0.330028 0.558522 1.76837 2.93788 0.238386 0.539825 0.276885 0.401001 1.66395 0.00585619 -0.347065 -0.26324 0.696512 1.42097 0.0671828 0.180537 0.14848 0.238158 0.273724 -0.0270793 0.548955 0.957919 0.304549 0.316175
internal_count=8000 4853 1413 3440 271 1142 883 513 117 62 396 276 224 55 52 370 2664 2186 101 63 776 642 3147 1991 1906 1156 135 93 58 1787
cat_boundaries=0 1 2 3
cat_threshold=2 16 2
shrinkage=0.01


Tree=104
num_leaves=31
num_cat=4
split_feature=5 7 15 3 5 14 9 15 11 13 16 11 5 14 5 6 17 4 5 13 9 0 9 4 14 13 13 5 9 13
split_gain=12.0847 6.53626 8.30409 5.98598 6.04924 5.52073 5.96991 4.9142 7.26493 4.80463 4.69628 6.4163 6.09689 6.70731 4.75071 5.51944 8.20134 7.40335 9.89584 11.7121 6.59932 4.66318 6.74259 5.06436 4.49564 7.80324 9.23215 6.94368 11.1288 7.33205
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 0 -18348.999999999996 7960.5000000000009 -1560.4999999999998 0.65045000000000008 -672.49999999999989 167348.25000000003 29.500000000000004 -415.99999999999994 -11446.499999999998 35813.250000000007 -13008.499999999998 0.0070500000000000007 0.21380000000000002 1 -11943.999999999998 28362.015000000003 -682.49999999999989 2 -2507.4999999999995 3 21892.500000000004 26864.572500000006 21125.565000000006 -15160.499999999998 -2292.4999999999995 133759.17000000001
decision_type=2 2 10 9 2 2 8 10 2 8 8 2 2 2 2 8 8 1 2 8 8 1 10 1 2 10 10 2 8 10
left_child=7 2 3 9 -5 -6 24 8 -1 -2 11 14 13 -13 -8 -16 -17 -18 20 -20 -19 22 23 -9 25 26 -7 -27 29 -29
right_child=1 -3 -4 4 5 6 10 21 -10 -11 -12 12 -14 -15 15 16 17 18 19 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0020984876963605005 -0.00050930885223373322 0.0039075910314803645 -0.0095080357209614413 0.013180991628168427 -0.008004372878192648 0.0016244788347268338 -0.0035268818802673026 0.023135758393510623 0.0070949915265372731 -0.0073475221694486925 0.0027704783269497418 -0.01095092681354924 0.024135845597085332 0.014224407219326812 0.014235635339414186 -0.0066119377455944751 -0.0060047755515995338 0.0080570320276685242 0.021663555651081922 -0.0015314911494803984 0.033418654425797403 -0.0073566918241734589 -0.0055831590075935082 0.00092478139300253357 -0.0030637866086519507 -0.0092111177296313445 0.028208860556841624 0.0039355219154721495 -0.0069803956568685191 0.02691968903699345
leaf_count=1707 348 584 142 48 92 35 526 22 134 244 1856 25 20 27 33 145 76 26 21 131 22 603 116 32 725 99 24 43 64 30
internal_value=0 0.081185 0.0337654 0.0556095 0.101091 0.0892285 0.107988 -0.242995 -0.132993 -0.261993 0.181581 -0.0148966 0.959125 0.288114 -0.0953559 0.148759 0.0371981 0.366262 0.681965 0.286131 2.04915 -0.531158 0.001213 1.01497 -0.142414 0.230193 1.28364 -0.099225 0.393984 1.34594
internal_count=8000 5386 4802 4660 4068 4020 3928 2614 1841 592 2908 1052 72 52 980 454 421 276 200 152 48 773 170 54 1020 295 59 236 137 73
cat_boundaries=0 1 2 3 4
cat_threshold=2 1 2 2
shrinkage=0.01


Tree=105
num_leaves=31
num_cat=2
split_feature=5 3 17 14 16 11 14 13 11 6 5 0 9 15 11 13 14 19 11 11 18 5 9 5 5 18 13 13 13 13
split_gain=11.8744 7.48518 6.87365 6.89392 6.77524 7.62843 7.05424 8.02352 6.77906 6.57071 6.36026 6.12142 8.98251 8.32753 7.37332 7.34999 7.08122 6.61172 7.4189 7.05668 6.22149 10.5762 7.02751 5.88174 9.02083 5.42237 5.17495 4.93973 7.52819 4.91201
threshold=-19736.499999999996 0 0.042800000000000012 13286.250000000002 25.500000000000004 -147.49999999999997 17174.250000000004 44988.750000000007 -6703.9999999999991 0.00085000000000000017 -19561.499999999996 1 -222.49999999999997 0.60470000000000013 -9136.4999999999982 85726.62000000001 30858.750000000004 1.5000000000000002 -5858.9999999999991 -5022.4999999999991 0.011950000000000002 -13844.499999999998 -2828.4999999999995 -15091.499999999998 -14171.999999999998 0.047150000000000004 441459.00000000006 85726.62000000001 24345.000000000004 142393.54500000001
decision_type=2 9 10 2 8 2 2 8 2 8 2 1 10 8 2 8 2 2 2 2 10 2 8 2 2 10 10 8 8 10
left_child=-1 -2 3 -3 5 -5 7 8 -6 -8 -11 16 13 -13 -15 -14 29 18 -16 -20 22 -22 -19 -9 -25 -23 -17 28 -18 -12
right_child=1 2 -4 4 6 -7 9 23 -10 10 11 12 15 14 17 26 27 20 19 -21 21 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029357341718671088 -0.0025729896000894433 -0.0023514525759394072 -0.0019824654560374228 -0.00039534205753900511 0.030567649395859476 0.014710850189060962 -0.0091031755223661241 -0.0022811102274263172 0.010074380906037812 0.016588220583788997 0.0042357358422017303 0.021445817938435779 0.018210321642473187 -0.0095161971367579909 -0.0045646632024347721 -0.0030893989223034391 0.014704297809710528 0.019055438337128052 0.028777454460194102 0.0072081580686949301 -0.0033603734579273864 0.030237777915213249 -0.0017714588832859251 0.027802399505198666 0.0052646508214590024 0.0064641536965820779 0.015198390734831991 0.011853532113055463 -0.0042132967354556062 -0.0049331395822394429
leaf_count=2002 754 485 864 1374 25 37 57 106 52 42 212 20 46 119 63 53 26 20 20 130 62 25 896 24 121 22 23 165 64 91
internal_value=0 0.065453 0.109532 0.16333 0.209984 0.00766242 0.310861 0.75743 1.66121 0.23955 0.269466 0.244876 0.121401 0.0327009 -0.00212924 0.9272 0.515883 0.0675951 0.622692 1.00934 -0.0472025 0.796489 -0.132973 0.466378 0.83345 1.97356 0.267359 0.885427 0.280166 0.181229
internal_count=8000 5998 5244 4380 3895 1411 2484 328 77 2156 2099 2057 1499 1377 1357 122 558 1238 213 150 1025 109 916 251 145 47 76 255 90 303
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=106
num_leaves=31
num_cat=3
split_feature=5 0 6 7 18 9 16 9 18 14 6 14 17 14 19 11 13 13 13 4 15 6 6 6 13 13 11 11 11 3
split_gain=11.6995 9.27371 7.6892 6.78298 5.86928 6.15622 4.70352 5.92927 5.58834 6.47363 8.88829 7.62361 6.9264 5.63711 5.85329 5.64041 5.07882 8.60818 7.47791 12.2921 6.86293 4.76033 6.43915 4.52885 4.49617 6.56931 10.5178 5.62614 5.26306 4.48855
threshold=-12120.499999999998 0 0.015150000000000002 1.0000000180025095e-35 0.033350000000000012 -563.49999999999989 8.5000000000000018 -96.499999999999986 0.010950000000000001 29594.250000000004 0.049250000000000009 30210.750000000004 0.11260000000000002 25323.750000000004 2.5000000000000004 -8593.9999999999982 23208.750000000004 88557.750000000015 135049.50000000003 1 0.74195000000000011 0.0081500000000000027 0.02945 0.32790000000000002 541800.00000000012 142393.54500000001 -6186.9999999999991 -4329.4999999999991 -2261.9999999999995 2
decision_type=2 1 10 2 10 10 8 10 10 2 10 2 10 2 2 2 8 8 8 1 10 10 10 10 8 10 2 2 2 9
left_child=1 3 29 6 5 -5 -1 8 9 10 13 -11 16 14 15 -8 -13 -18 19 -19 -20 -10 -23 -4 25 26 -17 -26 -29 -3
right_child=-2 2 23 4 -6 -7 7 -9 21 11 -12 12 -14 -15 -16 24 17 18 20 -21 -22 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0035000301550807038 0.0021281143631902825 -0.00058795829081586452 -0.0068371333596201744 0.010548201923031606 -0.011025608845274711 -0.0035822193782273104 -0.0069578043838645545 0.012411321944689082 -0.010847139071978533 0.023486787120899986 0.023328275308937978 0.015287877666527869 -0.010876755611557334 -0.0088171163212963019 -0.0066884229591541097 0.024118315404145507 -0.0064801255786709026 0.03196506723819402 0.0018079395365454502 -0.0041612703719747677 0.022344378827126584 0.013816510243773863 -0.0077663643089708016 0.0120258563313694 0.00065334616925866531 -0.010834982005947383 -0.00042831678324231615 0.028780845780313223 0.007758942223005421 -0.0041493176916881968
leaf_count=413 1804 2945 701 142 23 41 76 34 105 23 20 40 44 118 135 27 96 30 211 21 22 32 48 22 37 50 96 20 23 601
internal_value=0 -0.093085 -0.204342 0.104207 0.623826 0.781472 0.0185198 0.116115 0.0651417 0.157238 -0.0953897 0.455199 0.353167 -0.174038 0.00265825 0.244293 0.481555 0.340488 0.62791 1.86461 0.370308 -0.54832 0.139049 -0.618931 0.470468 0.11006 0.526464 1.05388 1.75088 -0.135689
internal_count=8000 6196 4269 1927 206 183 1721 1308 1274 1089 602 487 464 582 464 329 420 380 284 51 233 185 80 723 253 173 123 80 43 3546
cat_boundaries=0 1 2 3
cat_threshold=2 16 81
shrinkage=0.01


Tree=107
num_leaves=31
num_cat=4
split_feature=5 4 15 14 5 5 13 13 13 13 15 3 16 9 19 5 6 5 11 5 15 11 0 9 4 14 9 14 13 6
split_gain=11.5799 6.28918 6.69285 4.92589 4.85527 9.10137 10.0487 6.44305 6.15463 9.99409 5.90406 5.2237 5.32627 5.62335 5.3961 6.65645 6.48123 6.55466 8.4106 7.04779 4.83077 7.10018 4.59466 6.52833 4.76363 4.44154 5.83752 5.17874 4.38129 4.36907
threshold=-18480.999999999996 0 0.85300000000000009 46086.750000000007 -10657.499999999998 -10016.499999999998 32061.555000000004 69144.750000000015 198177.75000000003 385600.50000000006 0.77460000000000007 1 4.5000000000000009 -2828.4999999999995 2.5000000000000004 -12301.999999999998 0.0078500000000000011 -11893.499999999998 -3875.4999999999995 -11729.499999999998 0.65045000000000008 -672.49999999999989 2 -2507.4999999999995 3 23541.750000000004 -986.49999999999989 17700.750000000004 262845.00000000006 0.027800000000000002
decision_type=2 1 10 2 2 2 8 8 10 10 10 9 8 10 2 2 10 2 2 2 10 2 1 10 1 2 8 2 10 10
left_child=20 2 4 -3 11 6 -6 -8 -7 -10 -9 28 13 -13 -14 -16 17 18 -17 -19 21 -1 23 24 -22 27 -27 -21 29 -2
right_child=1 3 -4 -5 5 8 7 10 9 -11 -12 12 14 -15 15 16 -18 19 -20 25 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0020616902226970753 -0.0051519899436801931 -0.00013980891608177451 -0.0066731398179051037 -0.0054399422769962538 0.021668320126139531 -0.0010011626168703977 -0.0047127040461244505 0.006411887701282112 0.020827041472415764 -0.0027861406754575171 0.023714939150915763 0.012659826639711904 0.0038440422490095927 -0.0071163355384818881 -0.0021310677375232776 0.030644738160454158 -0.0065575439417613892 -0.011464564998697881 0.0053159920716319819 0.0090667630624428897 0.022296908896030448 0.0070113131934331583 -0.0073102545468579621 -0.0055385709232127853 0.00090703042433499224 0.0016744157271264784 0.023131222149530502 -0.011451196309092877 0.00566052757227661 0.010719666533953514
leaf_count=1707 362 1762 137 287 32 280 48 143 32 35 20 21 1204 146 563 20 47 24 27 27 22 134 603 116 32 23 23 21 74 28
internal_value=0 0.0791029 0.166858 -0.0816838 0.194683 0.438659 0.873796 0.588995 0.107277 0.935513 0.860746 0.123366 0.186678 -0.441443 0.242995 0.0173331 0.460751 0.721327 1.65461 0.332482 -0.238776 -0.129744 -0.525991 0.00194763 0.99118 0.70625 1.3607 0.0394239 -0.203237 -0.414693
internal_count=8000 5386 3337 2049 3200 590 243 211 347 67 163 2610 2146 167 1979 775 212 165 47 118 2614 1841 773 170 54 94 46 48 464 390
cat_boundaries=0 1 2 3 4
cat_threshold=16 34 2 2
shrinkage=0.01


Tree=108
num_leaves=31
num_cat=2
split_feature=5 3 17 14 16 11 5 14 14 0 9 5 14 11 15 11 19 11 11 18 13 5 11 13 18 5 18 14 14 19
split_gain=11.3854 7.23498 6.62369 6.74112 6.87656 7.48655 5.96024 5.74405 8.30366 6.68829 7.93378 6.80976 7.10675 7.19324 6.48945 7.12031 7.40538 5.89804 6.78013 6.20163 5.70376 5.45994 6.97795 6.81101 5.34405 11.5571 5.31636 5.16549 5.0292 4.97342
threshold=-19736.499999999996 0 0.042800000000000012 12678.750000000002 25.500000000000004 -196.49999999999997 -19679.499999999996 17174.250000000004 16841.250000000004 1 -222.49999999999997 -18348.999999999996 29864.250000000004 -4866.4999999999991 0.60470000000000013 -8593.9999999999982 1.5000000000000002 -5858.9999999999991 -5022.4999999999991 0.0021500000000000004 85726.62000000001 -17792.999999999996 -6703.9999999999991 34130.880000000012 0.011950000000000002 -13844.499999999998 0.047150000000000004 21674.250000000004 26592.750000000004 3.5000000000000004
decision_type=2 9 10 2 8 2 2 2 2 1 10 2 2 2 8 2 2 2 2 10 8 2 2 10 10 2 10 2 2 2
left_child=-1 -2 3 -3 5 -5 -6 8 21 11 14 -9 13 27 -11 -16 17 -17 -19 -20 -12 -8 23 -23 -18 -26 -27 -13 -29 -24
right_child=1 2 -4 4 6 -7 7 9 -10 10 20 12 -14 -15 15 16 24 18 19 -21 -22 22 29 -25 25 26 -28 28 -30 -31
leaf_value=-0.0028864100250582366 -0.0025416274549331479 -0.0027536190541155138 -0.0019571041160069864 -0.00056247079500554417 0.023088102515527956 0.012429285738383498 -0.0059386965616402467 0.01469590397486001 0.021697849157322771 0.015786136447110802 0.01574450490713606 0.017224117297159867 0.0072668352882205084 -0.0043251009835824092 -0.008056357425626378 -0.0038260386051062684 -0.0014789920763003659 0.027825408773430569 0.0098909053068048907 -0.011186762687037371 0.0024328244313397956 0.030760505596387402 0.0055051639707857092 0.0080782430769900555 -0.0040711615012997675 0.029773044089413656 0.0063324296236922477 -0.0045634649858210079 0.013430238039030838 -0.011174874195147309
leaf_count=2002 754 414 864 1373 20 50 57 60 30 27 50 30 263 156 160 58 917 20 111 20 77 20 218 40 69 25 22 48 23 22
internal_value=0 0.0637444 0.106971 0.159607 0.201311 -0.00227809 0.300916 0.28788 0.6533 0.218398 0.0914643 0.495589 0.378491 -0.00445342 0.00918387 -0.0260581 0.0535355 0.646183 0.973156 0.691516 0.831006 0.501806 0.653449 1.64681 -0.0664723 0.691484 1.94388 0.65759 0.170888 0.410097
internal_count=8000 5998 5244 4380 3966 1423 2543 2523 387 2136 1556 580 520 257 1429 1402 1242 209 151 131 127 357 300 60 1033 116 47 101 71 240
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=109
num_leaves=31
num_cat=2
split_feature=5 7 15 3 5 14 9 9 11 13 14 13 6 14 13 13 5 9 13 16 11 5 14 5 6 17 4 5 13 9
split_gain=11.2145 6.24043 8.0956 5.58559 5.79195 5.35504 5.73188 4.81028 5.24146 4.79993 4.50628 4.66973 4.41103 4.38566 7.4992 8.66152 6.79724 10.8036 6.83175 4.37801 6.06061 5.69529 6.49407 4.57579 5.31839 7.9986 7.1539 9.43441 11.1432 6.0085
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 0 -18348.999999999996 7960.5000000000009 -1560.4999999999998 -656.49999999999989 -4687.4999999999991 167348.25000000003 10210.500000000002 133759.17000000001 0.0010500000000000004 21892.500000000004 26864.572500000006 21125.565000000006 -15160.499999999998 -2292.4999999999995 133759.17000000001 29.500000000000004 -415.99999999999994 -11446.499999999998 35813.250000000007 -13008.499999999998 0.0070500000000000007 0.21380000000000002 1 -11943.999999999998 28362.015000000003 -682.49999999999989
decision_type=2 2 10 9 2 2 8 8 2 8 2 8 8 2 10 10 2 8 10 8 2 2 2 2 8 8 1 2 8 8
left_child=7 2 3 9 -5 -6 13 -1 12 10 -2 -12 -9 14 15 -7 -16 18 -18 20 23 22 -22 -8 -25 -26 -27 29 -29 -28
right_child=1 -3 -4 4 5 6 19 8 -10 -11 11 -13 -14 -15 16 -17 17 -19 -20 -21 21 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.0038489495866436425 0.014007145121672272 0.0037915273451252242 -0.0094809347212732892 0.012787907285794478 -0.0079635957232421523 0.0015772539001717406 -0.0034789349339165087 0.012923899884032169 0.0028371944913803187 -0.0072963848131002594 -0.0032764007619254551 0.010470681313829175 -0.0037157454928436807 -0.0030503074349297553 -0.009190554860558045 0.027116486528542063 0.0038826102496506004 -0.0069692962945123449 0.025883041742140685 0.0026641502641074838 -0.010951086047296107 0.023040454255509817 0.01373652303926884 0.013873746132075966 -0.0065815517655273869 -0.0059692241944266471 0.0079407331064061445 0.020882480592786606 -0.0015429378634475674 0.031908046021892469
leaf_count=1650 25 584 142 48 92 35 526 24 396 244 284 39 544 725 99 24 43 64 30 1856 25 20 27 33 145 76 26 21 131 22
internal_value=0 0.077621 0.0312269 0.0526094 0.0963235 0.0845712 0.102896 -0.2356 -0.0259599 -0.255369 -0.0428007 -0.164593 -0.290724 -0.142631 0.224493 1.24896 -0.0999813 0.384378 1.31237 0.174735 -0.0152081 0.923528 0.273269 -0.0940919 0.144705 0.034683 0.357742 0.665217 0.277571 1.98546
internal_count=8000 5386 4802 4660 4068 4020 3928 2614 964 592 348 323 568 1020 295 59 236 137 73 2908 1052 72 52 980 454 421 276 200 152 48
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=110
num_leaves=31
num_cat=2
split_feature=5 0 6 7 18 9 16 9 18 14 6 14 11 5 13 14 13 5 14 19 11 18 16 5 6 6 6 3 16 6
split_gain=11.0106 8.97721 7.54767 6.52986 5.72138 5.96097 4.52497 5.64915 5.44947 6.26066 8.5518 7.3031 6.93971 6.85006 6.20243 11.1228 7.39217 6.71427 5.57673 5.73088 5.50881 5.49901 5.39314 5.17847 4.73207 6.25624 4.45277 4.37158 5.18109 7.44034
threshold=-12120.499999999998 0 0.015150000000000002 1.0000000180025095e-35 0.033350000000000012 -563.49999999999989 8.5000000000000018 -96.499999999999986 0.010950000000000001 29594.250000000004 0.049250000000000009 31468.500000000004 -1361.4999999999998 -16889.499999999996 88557.750000000015 42907.500000000007 116997.75000000001 -20063.499999999996 25323.750000000004 2.5000000000000004 -8593.9999999999982 0.0033500000000000001 13.500000000000002 -17058.999999999996 0.0081500000000000027 0.02945 0.32790000000000002 1 28.500000000000004 0.010650000000000001
decision_type=2 1 10 2 10 10 8 10 10 2 10 2 2 2 10 2 8 2 2 2 2 8 10 2 10 10 8 9 8 10
left_child=1 3 27 6 5 -5 -1 8 9 10 18 13 14 -11 17 16 -16 -13 19 20 -8 -18 -14 -23 -10 -26 -4 28 -3 -30
right_child=-2 2 26 4 -6 -7 7 -9 24 11 -12 12 22 -15 15 -17 21 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0034419794015643052 0.0020566210734784267 -0.0039805602363411768 -0.0067891325458472422 0.010324225613963279 -0.011016748186199653 -0.0035764335113354752 -0.0069253689138959245 0.012052759319792947 -0.010837122758353064 0.025386294258088696 0.02263140553093948 0.011478245557004751 0.005682691811140431 0.0034818617671907599 0.030342495231673313 -0.0083853947362752639 -0.010828292784390152 -0.0075422663502531786 -0.0087944777006961228 -0.0066489305394302504 0.0046322349060521082 -0.0012575517449655987 0.024322772702747759 0.018417990913306703 0.013529919963968864 -0.0077262534185167401 0.011851774394448369 -0.0040939513295930622 -0.00023885490794641352 0.01123330497918372
leaf_count=413 1804 568 701 142 23 41 76 34 105 32 20 29 54 32 21 60 20 141 118 135 253 30 22 46 32 48 22 601 2293 84
internal_value=0 -0.0907823 -0.200616 0.103208 0.61151 0.765576 0.0188663 0.11427 0.0642189 0.154782 -0.0942766 0.446746 0.270425 1.49178 0.0315577 0.525261 1.15331 -0.442187 -0.172353 0.00301479 0.241121 0.711298 1.12711 1.13703 -0.544117 0.14009 -0.613741 -0.132704 -0.0570168 0.0187776
internal_count=8000 6196 4269 1927 206 183 1721 1308 1274 1089 602 487 423 64 347 177 117 170 582 464 329 96 76 76 185 80 723 3546 2945 2377
cat_boundaries=0 1 2
cat_threshold=2 81
shrinkage=0.01


Tree=111
num_leaves=31
num_cat=2
split_feature=5 3 17 14 16 11 14 13 6 11 5 0 9 15 11 13 14 19 11 11 18 5 9 5 5 13 13 18 18 13
split_gain=10.942 6.95502 6.40573 6.57163 6.24675 7.05084 6.59673 7.54275 6.41531 6.10106 5.97474 5.63802 8.44536 7.84753 7.15635 6.78411 6.54551 6.24878 6.95936 6.30823 5.95588 9.65451 6.78464 5.52821 8.48009 4.99175 4.76957 6.17308 4.76658 4.56814
threshold=-19736.499999999996 0 0.042800000000000012 13286.250000000002 25.500000000000004 -196.49999999999997 17174.250000000004 44988.750000000007 0.00085000000000000017 -6703.9999999999991 -19561.499999999996 1 -222.49999999999997 0.60470000000000013 -9136.4999999999982 89496.000000000015 30858.750000000004 1.5000000000000002 -5858.9999999999991 -5022.4999999999991 0.011950000000000002 -13844.499999999998 -2828.4999999999995 -15091.499999999998 -14171.999999999998 441459.00000000006 142393.54500000001 0.0040500000000000006 0.047150000000000004 85726.62000000001
decision_type=2 9 10 2 8 2 2 8 8 2 2 1 10 8 2 10 2 2 2 2 10 2 8 2 2 10 10 10 10 8
left_child=-1 -2 3 -3 5 -5 7 9 -8 -6 -10 16 13 -13 -15 -14 26 18 -16 -20 22 -22 -19 -9 -25 -17 27 -12 -23 -18
right_child=1 2 -4 4 6 -7 8 23 10 -11 11 12 15 14 17 25 29 20 19 -21 21 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028403121926213709 -0.0025026736724184577 -0.0023360353835279618 -0.0019369443017924748 -0.0004643175451148292 0.02884780521052183 0.01206139579184474 -0.0090973073342446292 -0.0023041049765517535 0.015884061433490856 0.0097065519991897942 0.005900533486528488 0.020503587028412963 0.017344260696013011 -0.0094848376888094551 -0.0045272510458048776 -0.0031247092643444962 0.0026260217459202445 0.0185271612101146 0.02688467902500722 0.0069162595018069407 -0.0032837894339162975 0.028157158745961076 -0.0017746916487014423 0.026500502444177211 0.0049763483712170174 0.014725768737430525 -0.0049467888178128154 -0.011104376664353799 0.0061951597804301897 0.011273112308721189
leaf_count=2002 754 485 864 1361 25 50 57 106 42 52 183 20 46 119 63 53 90 20 20 130 62 25 896 24 121 23 91 29 22 165
internal_value=0 0.0621825 0.104435 0.156035 0.201329 0.00680413 0.297596 0.726127 0.228612 1.59152 0.257932 0.233967 0.115348 0.0289308 -0.0052817 0.890181 0.492192 0.0627148 0.598541 0.966311 -0.0493328 0.770693 -0.133708 0.444432 0.795368 0.255224 0.170481 0.407624 1.86452 0.843356
internal_count=8000 5998 5244 4380 3895 1411 2484 328 2156 77 2099 2057 1499 1377 1357 122 558 1238 213 150 1025 109 916 251 145 76 303 212 47 255
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=112
num_leaves=31
num_cat=3
split_feature=5 4 15 14 14 14 6 11 13 5 19 14 4 11 9 11 13 16 9 3 16 5 6 14 9 11 5 13 5 9
split_gain=10.7753 6.0825 6.46834 4.79105 4.77528 9.23179 7.02489 6.34585 7.47519 9.90431 9.15327 7.08267 6.68721 5.48356 5.34438 5.97026 9.53213 5.20589 4.67633 5.49057 4.73546 4.36571 10.7028 6.14189 5.38449 6.38322 5.38144 6.40457 8.57523 4.60333
threshold=-18480.999999999996 0 0.85300000000000009 46980.000000000007 16569.000000000004 17174.250000000004 0.019050000000000001 -4437.4999999999991 57678.750000000007 -22383.499999999996 1.5000000000000002 22432.500000000004 1 -3314.4999999999995 -1084.4999999999998 -444.99999999999994 472477.50000000006 6.5000000000000009 -2560.4999999999995 2 3.5000000000000004 -16688.499999999996 0.055400000000000012 13405.500000000002 -516.49999999999989 -3649.9999999999995 -13674.499999999998 247551.75000000003 -13476.999999999998 -197.49999999999997
decision_type=2 1 10 2 2 2 10 2 10 2 2 2 1 2 8 2 10 10 8 9 8 2 10 2 8 2 2 10 2 8
left_child=4 2 18 21 -1 -6 7 -7 9 -9 12 -12 -11 -13 -10 16 -16 -15 -2 -20 -21 22 23 -3 -25 29 -23 28 -28 -26
right_child=1 3 -4 -5 5 6 -8 8 14 10 11 13 -14 17 15 -17 -18 -19 19 20 -22 26 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0053291277664897834 -0.002818189945496655 0.021082643223329475 -0.0066257669838422871 -0.0055734383977785566 0.016211958133170282 -0.0029358664669711931 -0.0080472955324674376 -0.0078789786412397193 -0.0067445883617363476 0.04088292754726499 0.023139020902801032 0.013652114537075915 0.012175763058450478 -0.011055721294604189 -0.0042695083550734116 0.018611460108363245 0.02017887328737657 0.0096576212911856849 0.0027137239621145316 0.012288032032054575 -0.0031184842277960836 -0.0037898088235916757 0.030113594886365867 -0.0037323748125169154 0.027911960173437486 -0.0039649464865326263 0.020095829777060533 -0.0048891621182365549 0.0013821191308518324 0.0053515759336194933
leaf_count=690 272 22 137 268 45 958 294 54 191 25 31 34 23 50 140 30 27 22 2521 28 379 595 23 178 21 32 33 205 647 25
internal_value=0 0.0757696 0.161886 -0.0824257 -0.231742 -0.128105 -0.17447 -0.0739514 0.228168 0.737619 1.12431 0.656089 2.5838 0.234802 -0.136314 0.286872 -0.0018103 -0.365104 0.189024 0.224509 -0.156153 -0.0183242 0.406171 0.206974 0.0383652 0.781715 -0.0924933 0.0666433 0.218558 1.64555
internal_count=8000 5386 3337 2049 2614 1924 1879 1585 627 239 185 137 48 106 388 197 167 72 3200 2928 407 1781 301 278 256 78 1480 885 680 46
cat_boundaries=0 1 2 3
cat_threshold=16 2 97
shrinkage=0.01


Tree=113
num_leaves=31
num_cat=4
split_feature=5 0 6 7 18 9 16 9 18 14 6 14 17 14 19 11 13 13 13 4 9 16 4 6 6 6 3 16 6 15
split_gain=10.5858 8.73932 7.41577 6.38663 5.58747 5.78447 4.40683 5.45276 5.30252 6.05506 8.19686 7.02606 6.65359 5.51068 5.64377 5.37292 4.85491 8.17156 6.96972 12.6685 9.23922 6.18313 5.00697 4.71128 6.09759 4.36851 4.27958 5.08732 7.18187 7.3822
threshold=-12120.499999999998 0 0.015150000000000002 1.0000000180025095e-35 0.033350000000000012 -563.49999999999989 8.5000000000000018 -96.499999999999986 0.010950000000000001 29594.250000000004 0.049250000000000009 30210.750000000004 0.11260000000000002 25323.750000000004 2.5000000000000004 -8593.9999999999982 23208.750000000004 88557.750000000015 385600.50000000006 1 -792.49999999999989 33.500000000000007 2 0.0081500000000000027 0.02945 0.32790000000000002 3 28.500000000000004 0.010650000000000001 0.69615000000000016
decision_type=2 1 10 2 10 10 8 10 10 2 10 2 10 2 2 2 8 8 8 1 10 8 1 10 10 8 9 8 10 10
left_child=1 3 26 6 5 -5 -1 8 9 10 13 -11 16 14 15 -8 -13 -18 19 20 21 -19 -20 -10 -25 -4 27 -3 -29 -30
right_child=-2 2 25 4 -6 -7 7 -9 23 11 -12 12 -14 -15 -16 -17 17 18 22 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0034081564194904717 0.0020116427216421095 -0.0039476638105420134 -0.0067484649727628963 0.010155281498023271 -0.01100485929969677 -0.0035510905041675114 -0.0068869866606618051 0.011790391218564232 -0.010826906745340162 0.022228836740369403 0.021888377953636327 0.014776650994862778 -0.010861932297309496 -0.0087701807972924827 -0.0066229475115830707 0.0045625828571601431 -0.0064403132771791204 0.042553857474127613 0.010063353460308788 -0.0015637513487604768 0.0032209485770984527 0.018820318986995634 -0.0032701711649335114 0.013292268021806624 -0.0076848960912933775 0.011635953838464233 -0.0040535289834041869 -0.00023137304495652859 0.027951584020788612 0.0036520869550253458
leaf_count=413 1804 568 701 142 23 41 76 34 105 23 20 40 44 118 135 253 96 22 46 58 26 32 100 32 48 22 601 2293 21 63
internal_value=0 -0.0893069 -0.197951 0.10196 0.603776 0.754565 0.0184225 0.112346 0.0629741 0.15189 -0.0935444 0.437979 0.339123 -0.170919 0.00292408 0.238435 0.462849 0.325045 0.600921 1.18935 2.05269 2.85641 0.103086 -0.53966 0.142221 -0.60941 -0.130754 -0.0559888 0.0190305 1.09819
internal_count=8000 6196 4269 1927 206 183 1721 1308 1274 1089 602 487 464 582 464 329 420 380 284 138 80 54 146 185 80 723 3546 2945 2377 84
cat_boundaries=0 1 2 3 4
cat_threshold=2 16 1 81
shrinkage=0.01


Tree=114
num_leaves=31
num_cat=1
split_feature=5 7 15 3 5 14 9 13 14 14 6 11 9 9 13 5 11 14 5 14 13 13 5 9 13 18 9 5 16 11
split_gain=10.4868 5.9286 7.90464 5.25906 5.58804 5.22988 5.50578 4.76378 4.72193 8.92953 6.90583 6.23007 7.31909 6.86446 5.62619 7.01347 4.48088 7.95524 8.91478 4.28696 7.23929 8.18081 6.63465 10.5202 6.39489 4.25509 4.2133 4.11208 4.08743 5.77525
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 0 -18348.999999999996 7960.5000000000009 -1560.4999999999998 167348.25000000003 16569.000000000004 17174.250000000004 0.019050000000000001 -4437.4999999999991 -1084.4999999999998 -918.99999999999989 48048.075000000004 -21520.499999999996 -4627.9999999999991 14337.000000000002 -12393.499999999998 21892.500000000004 26864.572500000006 21125.565000000006 -15160.499999999998 -2292.4999999999995 133759.17000000001 0.0035500000000000006 -1311.4999999999998 -10359.499999999998 29.500000000000004 -415.99999999999994
decision_type=2 2 10 9 2 2 8 8 2 2 10 2 8 8 10 2 2 2 2 2 10 10 2 8 10 8 10 2 8 2
left_child=8 2 3 7 26 -6 19 16 -1 -10 11 25 14 -14 15 -13 17 -2 -19 20 21 -7 -22 24 -24 -11 -5 -9 29 -8
right_child=1 -3 -4 4 5 6 28 27 9 10 -12 12 13 -15 -16 -17 -18 18 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0052956110668324861 0.024375815240950324 0.003675372059664297 -0.009454504139433044 0.022792695403819122 -0.0079332127973940226 0.0015432473970089795 -0.00092418790467084999 -0.0093852859180909229 0.015823139790142274 0.0025722738367559106 -0.0080103662729985696 -0.010642794208807678 0.023114236041206819 0.0040722001998384511 -0.0069800483504263121 0.014889726338760819 -0.0040446188802445064 -0.0060031350124121067 0.014744386630900948 -0.0030313013023521209 -0.0091641136224092767 0.026194544352773175 0.0038320551949121841 -0.0069653074882924616 0.024955017540835202 -0.0043162100933638514 0.0026525415518794076 0.0042727018021609829 0.0025712035481204086 0.0089562364361307628
leaf_count=690 21 584 142 22 92 35 980 212 45 191 294 30 35 307 205 50 194 98 35 725 99 24 43 64 30 767 26 32 1856 72
internal_value=0 0.0745834 0.0292855 0.0502441 0.09248 0.0808192 0.0988152 -0.249621 -0.229113 -0.126067 -0.172092 -0.0728035 0.2261 0.567618 -0.305621 0.604006 -0.0370056 0.44127 0.0815434 -0.142083 0.220207 1.21998 -0.100039 0.374528 1.28151 -0.291034 1.24741 -0.724408 0.168977 -0.0148394
internal_count=8000 5386 4802 4660 4068 4020 3928 592 2614 1924 1879 1585 627 342 285 80 348 154 133 1020 295 59 236 137 73 958 48 244 2908 1052
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=115
num_leaves=31
num_cat=2
split_feature=5 3 17 14 16 11 14 13 6 5 11 0 9 15 11 14 19 13 18 5 11 11 5 5 18 13 13 13 6 13
split_gain=10.301 6.59915 6.14662 6.39465 5.93848 6.70667 6.35135 7.17224 6.27572 5.80113 5.69478 5.68377 8.12103 6.87449 7.21332 6.83135 6.63694 6.49361 6.09618 9.54846 5.43666 6.00315 5.28696 8.05338 5.09776 4.88133 6.56838 4.83135 4.70856 4.58427
threshold=-19736.499999999996 0 0.042800000000000012 13286.250000000002 25.500000000000004 -196.49999999999997 17174.250000000004 44988.750000000007 0.00085000000000000017 -19613.499999999996 -6703.9999999999991 1 -222.49999999999997 0.60470000000000013 -8593.9999999999982 30858.750000000004 1.5000000000000002 89496.000000000015 0.011950000000000002 -13844.499999999998 -5858.9999999999991 -5022.4999999999991 -15091.499999999998 -14171.999999999998 0.047150000000000004 85726.62000000001 24345.000000000004 441459.00000000006 0.013150000000000002 142393.54500000001
decision_type=2 9 10 2 8 2 2 8 8 2 2 1 10 8 2 2 2 10 10 2 2 2 2 2 10 8 8 10 10 10
left_child=-1 -2 3 -3 5 -5 7 10 -8 -10 -6 15 13 -13 -15 29 20 -14 28 -20 -16 -22 -9 -24 -21 26 -17 -19 -18 -11
right_child=1 2 -4 4 6 -7 8 22 9 11 -12 12 17 14 16 25 18 27 19 24 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.002770553852695163 -0.0024530960273260842 -0.0023328191179190889 -0.0019158779845442758 -0.00046289933653431876 0.027744461147658567 0.011662922530100026 -0.0090791182499058362 -0.0022905802387434299 0.018023901979653086 0.0039024724554132333 0.0094450380810509309 0.018624972718654619 0.016862810851488962 -0.0079883182380612767 -0.0036815660147688518 0.013158919656320352 -0.00052111676254252366 -0.0031380144779929353 -0.0031343901122110611 0.028812597013581867 0.026019480095855432 0.0067343790817439141 0.025568802470373155 0.0048210075365735594 0.0060595989558350572 0.011332392375364472 -0.0042162044423061339 0.014336870991279149 -0.0094428306656694407 -0.0049379264313981772
leaf_count=2002 754 485 864 1361 25 50 57 106 29 213 52 21 46 158 57 27 805 53 61 24 20 130 24 121 22 166 64 23 89 91
internal_value=0 0.0599686 0.100961 0.151295 0.195826 0.00604226 0.289331 0.707919 0.22165 0.250439 1.54416 0.230577 0.111866 0.0274455 -0.00529178 0.488253 0.0755612 0.868092 -0.0409711 0.793848 0.63376 0.941691 0.433052 0.773068 1.88183 0.843253 0.245487 0.246814 -0.127483 0.159891
internal_count=8000 5998 5244 4380 3895 1411 2484 328 2156 2099 77 2070 1509 1387 1366 561 1208 122 1001 107 207 150 251 145 46 257 91 76 894 304
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=116
num_leaves=31
num_cat=2
split_feature=5 4 15 9 11 14 9 3 16 5 6 14 9 11 5 13 5 9 9 9 11 9 9 6 9 5 5 19 16 15
split_gain=10.1403 5.92356 6.27244 4.68766 4.94183 4.67642 4.51904 5.17972 4.6324 4.32025 10.1993 5.91947 5.21322 6.17393 5.18889 6.23588 8.20341 4.40433 5.72648 6.46206 5.40224 6.99255 4.34171 4.30089 4.3522 4.24914 6.29858 6.49037 6.9629 6.89287
threshold=-18480.999999999996 0 0.85300000000000009 -656.49999999999989 -4687.4999999999991 46980.000000000007 -2560.4999999999995 1 3.5000000000000004 -16688.499999999996 0.055400000000000012 13405.500000000002 -516.49999999999989 -3649.9999999999995 -13674.499999999998 247551.75000000003 -13476.999999999998 -361.49999999999994 -2393.4999999999995 -2679.4999999999995 -2782.9999999999995 -112.49999999999999 -197.49999999999997 0.0010500000000000004 -88.499999999999986 -8576.9999999999982 -11129.499999999998 2.5000000000000004 8.5000000000000018 0.79420000000000013
decision_type=2 1 10 8 2 2 8 9 8 2 10 2 8 2 2 10 2 10 8 10 2 10 8 8 10 2 2 2 8 10
left_child=3 2 6 -1 23 9 -2 25 -9 10 11 -3 -13 22 -11 16 -16 18 19 -18 21 -19 -14 -5 -25 26 27 28 -8 -30
right_child=1 5 -4 4 -6 -7 7 8 -10 14 -12 12 13 -15 15 -17 17 20 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0037461254952407754 -0.0027925853932269239 0.020561272968843847 -0.0065804172764858228 0.01281214346794915 0.0028102410343665129 -0.005538644860920156 -0.0035563631022784525 0.012137994381771457 -0.0030620400816577533 -0.0037600319882495062 0.02913278142308311 -0.0036930006153938944 0.027017311570047078 -0.0039772315044802522 0.01945258475807949 -0.004873796414341657 -0.0029721037277165921 0.018539262900329107 -0.0012764571664588792 0.018305314429333645 -0.0042577728144647716 -0.0026807995235374311 0.0052559271157650543 -0.0044838840767423135 0.011603844793829483 -0.0052763575992985194 0.0056803903940948327 -0.00058186392602307556 0.0038566372736436056 0.016294187121949182
leaf_count=1650 272 22 137 24 396 268 168 28 379 595 23 178 21 32 33 205 31 46 476 40 32 22 25 518 26 61 562 750 922 58
internal_value=0 0.0731272 0.157958 -0.225891 -0.0184635 -0.0830511 0.184489 0.219216 -0.15182 -0.0199356 0.401879 0.205355 0.0384717 0.76569 -0.0937419 0.0619108 0.211042 0.132032 0.00350958 0.929756 0.730493 1.19202 1.60588 -0.27851 -0.3597 0.264402 0.298888 0.194236 0.35393 0.453432
internal_count=8000 5386 3337 2614 964 2049 3200 2928 407 1781 301 278 256 78 1480 885 680 647 547 71 100 68 46 568 544 2521 2460 1898 1148 980
cat_boundaries=0 1 2
cat_threshold=16 97
shrinkage=0.01


Tree=117
num_leaves=31
num_cat=2
split_feature=5 0 6 13 18 16 11 15 6 11 14 11 13 6 9 15 13 13 18 11 14 5 5 7 5 3 11 14 15 9
split_gain=9.97944 7.76687 6.95964 6.84539 5.69419 5.29366 7.2103 5.69301 10.3241 5.28261 6.4962 6.56424 8.44614 4.62559 4.61554 4.59851 7.84245 11.953 4.56351 4.46841 4.11809 8.9415 11.9604 7.25875 4.54987 4.10837 5.19959 6.50159 6.08013 5.82467
threshold=-12542.499999999998 0 0.015150000000000002 31545.000000000004 0.010950000000000001 28.500000000000004 -415.99999999999994 0.65045000000000008 0.00065000000000000008 -6353.4999999999991 46980.000000000007 -6874.9999999999991 119633.85000000002 0.30635000000000007 -88.499999999999986 0.77460000000000007 40558.500000000007 23970.487500000003 0.17910000000000004 -9072.9999999999982 29223.000000000004 -15397.999999999998 -17115.499999999996 1.0000000180025095e-35 -20003.499999999996 1 -5408.9999999999991 11391.750000000002 0.74195000000000011 -563.49999999999989
decision_type=2 1 10 10 10 8 2 8 10 2 2 2 10 8 8 8 8 10 10 2 2 2 2 2 2 9 2 2 8 10
left_child=1 3 5 4 19 6 -3 8 -7 10 11 20 -13 -4 -11 16 17 -2 -17 -1 23 22 24 -5 -22 26 29 -28 -29 -9
right_child=15 2 13 9 -6 7 -8 25 -10 14 -12 12 -14 -15 -16 18 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0035455215230717841 -0.0075795507999025695 -0.0057103847123758308 -0.0067940205599082964 -0.0042890679171030156 -0.0049619012864721233 -0.0077133886900437 0.011204785893897187 -0.0039026021844863613 0.01436739289001167 -0.0032026078729780012 -0.0087138618905918831 0.031698253576211977 0.00079924121452416819 0.012463168193477734 0.010287983627055106 0.0023062021335988766 -0.0037379970715118115 0.021522826513499651 0.01894352528134377 0.0062002814603748426 -0.0060041679217820625 -0.007571548542909228 0.034019040815772915 0.013787084628669581 0.012631579541876096 -0.0039697944741636342 -0.0077865372988772672 -0.0085824430105827122 0.0032275961332456403 0.0032273286503887023
leaf_count=73 25 617 676 180 85 47 34 850 83 785 66 21 23 22 20 1655 321 31 21 396 36 40 24 28 44 454 111 77 949 206
internal_value=0 -0.0944079 -0.198882 0.0923584 0.381458 -0.132451 -0.458534 -0.0585592 0.695064 -0.0734682 0.242567 0.417094 1.6916 -0.609304 -0.257677 0.178985 -0.156484 0.906321 0.247216 0.506111 0.238806 0.719869 1.29894 -0.0989765 0.541626 -0.100735 -0.0163859 0.156349 0.245446 -0.226807
internal_count=8000 5947 4126 1821 554 3428 651 2777 130 1267 462 396 44 698 805 2053 377 56 1676 469 352 144 104 208 80 2647 2193 1137 1026 1056
cat_boundaries=0 1 2
cat_threshold=2 81
shrinkage=0.01


Tree=118
num_leaves=31
num_cat=3
split_feature=5 3 18 9 5 17 5 11 4 15 9 5 5 13 14 9 14 11 5 5 0 5 13 14 9 5 13 9 18 17
split_gain=9.85128 6.36882 6.02472 7.29359 6.97839 12.2437 5.79505 5.61849 5.2648 6.00891 5.37263 5.7471 5.23959 6.30215 7.50643 8.20818 7.31176 11.9836 6.30416 11.3041 5.96601 10.9841 5.93676 5.70039 4.95593 4.94182 4.87196 9.15974 10.8155 5.99039
threshold=-19736.499999999996 0 0.00030000000000000008 -214.99999999999997 -19304.999999999996 0.15320000000000003 -18860.499999999996 -4437.4999999999991 1 0.62430000000000019 -2629.9999999999995 -8576.9999999999982 -9236.4999999999982 20524.500000000004 17367.750000000004 -2381.4999999999995 12678.750000000002 -1391.4999999999998 -15199.999999999998 -14339.499999999998 2 -11729.499999999998 52779.510000000002 28881.000000000004 -674.49999999999989 -18683.999999999996 179898.75000000003 -483.49999999999994 0.03185000000000001 0.042800000000000012
decision_type=2 9 10 10 2 8 2 2 1 8 8 2 2 8 2 8 2 2 2 2 1 2 10 2 8 2 8 10 10 8
left_child=-1 -2 4 26 5 -3 -6 -7 9 -8 -11 12 13 20 15 -15 -17 18 -18 -20 -12 -22 -14 -16 -19 -10 -4 -28 29 -29
right_child=1 2 3 -5 6 7 8 -9 25 10 11 -13 22 14 23 16 17 24 19 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0027203580672915469 -0.0024212755795568995 0.029089240203305111 -0.0041432050460209167 0.0081536794105225123 -0.0060092381538410867 -0.0029877603666708897 0.0151588953963745 0.013303605667915662 0.01885395629701395 -0.0042341275571539305 0.014957940887876369 -0.007675305481287982 0.0040285220989418596 0.026552999711010133 -0.0011909644717184643 -0.00044136218883758185 -0.0060717391237431776 0.010247355065612708 0.030649490581984389 0.0042488955553665626 -0.0057929335383930056 0.015360451413929251 0.023776615247448635 0.0030505299932486467 0.031469912199603836 -0.0004355151488391839 -0.0014356306661262802 0.032238069777424591 -0.0062830731124614682 0.0071760391195265739
leaf_count=2002 754 28 681 84 160 76 33 44 20 165 59 49 34 20 711 181 54 20 21 101 73 29 22 698 22 1321 468 22 28 20
internal_value=0 0.0583312 0.0985043 -0.11957 0.16366 0.94125 0.137127 0.383707 0.161134 0.25324 0.230548 0.270426 0.298941 0.267908 0.206988 0.595987 0.491466 0.867618 0.475061 0.823196 0.834315 0.325802 1.19235 0.0899695 2.29949 -0.0193144 -0.200378 0.0558965 1.19176 2.17575
internal_count=8000 5998 5244 1303 3941 148 3793 120 3633 2292 2259 2094 2045 1989 1828 419 399 218 176 122 161 102 56 1409 42 1341 1219 538 70 42
cat_boundaries=0 1 2 3
cat_threshold=2 16 2
shrinkage=0.01


Tree=119
num_leaves=31
num_cat=2
split_feature=5 7 15 3 5 14 9 13 14 14 6 11 13 5 19 14 11 4 9 16 13 11 11 14 5 18 14 13 13 5
split_gain=9.70808 5.6892 7.70249 4.90285 5.43054 5.08865 5.22784 4.72153 4.63967 8.60709 6.81596 6.01488 7.04382 9.43029 8.66566 6.71697 6.30681 6.16737 5.10921 5.72886 4.40775 6.7873 4.39799 7.64369 8.6208 4.17131 4.13115 6.97822 7.74318 6.45308
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 0 -18348.999999999996 7960.5000000000009 -1560.4999999999998 167348.25000000003 16569.000000000004 17174.250000000004 0.019050000000000001 -4437.4999999999991 57678.750000000007 -22383.499999999996 1.5000000000000002 20859.750000000004 -2931.9999999999995 1 -1084.4999999999998 13.500000000000002 472477.50000000006 -444.99999999999994 -4627.9999999999991 14337.000000000002 -12393.499999999998 0.0035500000000000006 21892.500000000004 26864.572500000006 21125.565000000006 -15160.499999999998
decision_type=2 2 10 9 2 2 8 8 2 2 10 2 10 2 2 2 2 1 8 10 10 2 2 2 2 8 2 10 10 2
left_child=8 2 3 7 -5 -6 26 22 -1 -10 11 25 13 -13 17 -16 -17 -15 -14 20 21 -20 23 -2 -25 -11 27 28 -7 -29
right_child=1 -3 -4 4 5 6 -8 -9 9 10 -12 12 18 14 15 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0052178776832133116 0.023817150161358533 0.0035743378701061624 -0.0094263277845651593 0.012209033837378053 -0.0078991600557195927 0.0014778708541988911 0.0016198134597692759 -0.0071853434834798805 0.015473608158457742 0.0026015186528500519 -0.0079591566972920212 -0.0078404391384688937 -0.0066492533305025341 0.038983831944499746 0.024569701556060281 0.012293528482251853 -0.0049594229145165361 0.011778912418348792 -0.0059434334101805568 0.020556660272275065 0.013749743528071822 0.01800385477582099 -0.0039720202208521141 -0.0059359128979066395 0.014429612086605335 -0.0042342998126746198 -0.0029999390824508691 -0.0091401223413672961 0.025289130615179862 0.0036143110818959378
leaf_count=690 21 584 142 48 92 35 2908 244 45 191 294 54 191 25 24 48 65 23 124 25 28 20 194 98 35 767 725 99 24 137
internal_value=0 0.0712355 0.0268166 0.0473258 0.0879188 0.0762914 0.0939136 -0.243267 -0.22183 -0.11955 -0.165336 -0.0668574 0.226395 0.716801 1.08735 0.632063 0.273356 2.48695 -0.130258 0.279588 0.0351991 -0.248364 -0.030685 0.442649 0.0863404 -0.282911 -0.141161 0.213375 1.18782 -0.102129
internal_count=8000 5386 4802 4660 4068 4020 3928 592 2614 1924 1879 1585 627 239 185 137 113 48 388 197 172 144 348 154 133 958 1020 295 59 236
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=120
num_leaves=31
num_cat=2
split_feature=5 17 0 5 6 6 9 9 16 4 14 9 9 14 7 14 5 14 14 14 13 13 16 15 14 11 14 11 6 15
split_gain=9.55493 5.61062 6.09528 9.27331 7.35156 7.26992 7.1396 7.04503 5.13932 5.59782 7.83598 7.81072 11.5841 5.78706 6.01309 5.77443 5.72059 5.36613 9.81205 5.83294 5.48924 14.7029 4.70564 5.81223 9.40731 4.57534 4.44665 4.18422 4.0889 5.74622
threshold=-14389.499999999998 0.16400000000000003 0 -15659.999999999998 0.015150000000000002 0.049250000000000009 -2890.4999999999995 -656.49999999999989 8.5000000000000018 1 17367.750000000004 -996.49999999999989 -1800.9999999999998 10433.250000000002 1.0000000180025095e-35 30210.750000000004 -20118.499999999996 29738.250000000004 31650.750000000004 25094.250000000004 101085.52500000001 202946.85000000003 28.500000000000004 0.65045000000000008 26592.750000000004 -725.99999999999989 41834.250000000007 -8163.4999999999991 0.0020500000000000002 0.75500000000000012
decision_type=2 10 1 2 10 10 10 10 8 1 2 10 8 2 2 2 2 2 2 2 8 8 8 8 2 2 2 2 8 10
left_child=1 2 3 5 7 8 -5 22 25 10 -10 12 -12 -11 17 16 -16 19 -19 -15 -20 -22 -4 24 27 -1 -23 -24 -9 -30
right_child=-2 -3 4 6 -6 -7 -8 28 9 13 11 -13 -14 14 15 -17 -18 18 20 -21 21 26 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0053698926846438202 0.0012913802194453664 -0.0061238952738060827 -0.0068001793463667104 0.0071643045579243879 -0.0073719035178988288 0.018707915522590695 -0.0083163335170284985 -0.010868254480650539 0.026937742505877233 -0.010940118538691262 -0.006169274434158864 -0.0043546735802785994 0.022925262649168054 0.00071763943552700428 -0.0002921357628353311 -0.005698318348564128 0.020343416411232971 0.021653391023413803 -0.0084071976022666566 -0.011047339817479967 0.025509957790690416 -0.0086559184272108052 0.011757785321999925 -0.0021586238004418705 0.023869237696371354 0.011928595173828936 0.0069912176858555747 -0.010840723467160392 0.0020586570138704579 0.019582988209966998
leaf_count=201 3147 386 365 36 446 37 208 32 23 48 29 57 42 234 24 20 34 33 54 75 31 50 20 1661 32 22 38 32 558 25
internal_value=0 -0.12377 -0.0869947 0.111759 -0.192606 0.256576 -0.523765 -0.121415 0.201693 0.322897 0.919673 0.570385 1.30537 0.17789 0.265318 1.03198 1.45839 0.10425 0.532678 -0.207007 0.17776 0.565243 -0.245709 -0.157341 0.817513 -0.332597 -0.169595 -0.221411 0.216572 0.286147
internal_count=8000 4853 4467 1296 3171 1052 244 2725 1015 792 151 128 71 641 593 78 58 515 206 309 173 119 2110 1745 84 223 88 52 615 583
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=121
num_leaves=31
num_cat=4
split_feature=5 4 15 15 11 14 0 9 4 9 3 16 5 6 14 9 11 5 13 5 9 9 9 11 9 13 5 19 5 5
split_gain=9.44139 5.6629 6.07953 4.57805 6.50904 4.56508 4.4905 6.35104 4.42006 4.27655 4.84338 4.51262 4.24211 9.77544 5.65225 5.00966 5.91416 4.96429 6.10135 7.90824 4.23201 5.54483 6.15208 5.20734 6.66424 4.12968 14.2333 5.64835 4.09188 5.88083
threshold=-18480.999999999996 0 0.85300000000000009 0.65045000000000008 -672.49999999999989 46980.000000000007 1 -2507.4999999999995 2 -2560.4999999999995 3 3.5000000000000004 -16688.499999999996 0.055400000000000012 13405.500000000002 -516.49999999999989 -3649.9999999999995 -13674.499999999998 247551.75000000003 -13476.999999999998 -361.49999999999994 -2393.4999999999995 -2679.4999999999995 -2782.9999999999995 -112.49999999999999 67547.250000000015 -20821.499999999996 1.5000000000000002 -8576.9999999999982 -11129.499999999998
decision_type=2 1 10 10 2 2 1 10 1 8 9 8 2 10 2 8 2 2 10 2 10 8 10 2 10 8 2 2 2 2
left_child=3 2 9 4 -1 12 7 8 -5 -2 28 -12 13 14 -3 -16 -17 -14 19 -19 21 22 -21 24 -22 26 -6 -27 29 -11
right_child=1 5 -4 6 25 -7 -8 -9 -10 10 11 -13 17 -15 15 16 -18 18 -20 20 23 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0018783871009540683 -0.0027395911881718262 0.019925620648228632 -0.0065407831884131875 0.021653672021868048 -0.0049371163398510822 -0.0054977300343506475 -0.0071398417069760524 -0.0053947605636465125 0.0010822933861907278 0.0018796906471875853 0.011949454851906832 -0.0030043621067957389 -0.0037123184622038009 0.028284425661641799 -0.0036474873808999596 0.015572469283046942 -0.0039844595632080142 0.018931840879584765 -0.0048633873885467081 -0.0029597543401783922 0.01794932304109273 -0.001289954821361084 0.017731430809867124 -0.0042656896091710743 -0.002697368263602918 0.016978395944603548 0.036198396366761282 -0.004181704418125075 -0.0052383565538890687 0.0054767065812127052
leaf_count=1707 272 22 137 22 26 268 603 116 32 1898 28 379 595 23 178 46 32 33 205 31 46 476 40 32 22 25 20 63 61 562
internal_value=0 0.0701172 0.152845 -0.219215 -0.112833 -0.0827529 -0.504675 0.0195068 0.992317 0.178776 0.212333 -0.147498 -0.0205847 0.396838 0.202741 0.0380995 0.746065 -0.0938227 0.0577676 0.204665 0.126746 0.00050075 0.906988 0.710179 1.15836 0.677338 1.56821 0.190472 0.255694 0.289139
internal_count=8000 5386 3337 2614 1841 2049 773 170 54 3200 2928 407 1781 301 278 256 78 1480 885 680 647 547 71 100 68 134 46 88 2521 2460
cat_boundaries=0 1 2 3 4
cat_threshold=16 2 2 97
shrinkage=0.01


Tree=122
num_leaves=31
num_cat=2
split_feature=5 4 15 14 14 6 11 9 9 13 5 14 9 3 16 5 6 6 5 13 5 9 9 9 11 9 18 5 5 19
split_gain=9.26698 5.54548 5.97525 4.57283 8.23979 6.69396 5.87129 6.85948 6.65213 5.3868 6.64559 4.49848 4.18802 4.73684 4.39775 4.14764 9.30762 5.55069 4.88169 5.99101 7.61472 4.12248 5.4017 5.91994 5.05017 6.40558 4.10684 4.00957 5.72291 6.32789
threshold=-18480.999999999996 0 0.85300000000000009 16569.000000000004 17174.250000000004 0.019050000000000001 -4437.4999999999991 -1084.4999999999998 -918.99999999999989 48048.075000000004 -21520.499999999996 46980.000000000007 -2560.4999999999995 1 3.5000000000000004 -16688.499999999996 0.055400000000000012 0.0080500000000000016 -13674.499999999998 247551.75000000003 -13476.999999999998 -361.49999999999994 -2393.4999999999995 -2679.4999999999995 -2782.9999999999995 -112.49999999999999 0.0035500000000000006 -8576.9999999999982 -11129.499999999998 2.5000000000000004
decision_type=2 1 10 2 2 10 2 8 8 10 2 2 8 9 8 2 10 8 2 10 2 10 8 10 2 10 8 2 2 2
left_child=3 2 12 -1 -5 6 26 9 -9 10 -8 15 -2 27 -15 16 17 -3 -17 20 -20 22 23 -22 25 -23 -6 28 29 -14
right_child=1 11 -4 4 5 -7 7 8 -10 -11 -12 -13 13 14 -16 18 -18 -19 19 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0051668537577212173 -0.002718372549419566 0.017225541942215306 -0.0065109007898166895 0.015017924444373046 0.0026016849838135453 -0.0079130824434425033 -0.010630610008702975 0.022545419177140199 0.0039448768332236818 -0.0068793306216350112 0.014271835417366532 -0.0054679505794748111 0.0034288992638584741 0.011715889291057826 -0.0029816715676479321 -0.0036866818451518919 0.027344870930556125 0.00010550152985098509 0.018463446429580099 -0.0048339951792394156 -0.002937239580632702 0.017540083132756252 -0.0012783603239059302 0.01731681708244168 -0.0042373540852307387 -0.00267574171714832 -0.0041866235687593881 -0.0052062585175931984 0.005400854413777181 -0.00063107499160091989
leaf_count=690 272 30 137 45 191 294 30 35 307 205 50 268 1148 28 379 595 23 248 33 205 31 46 476 40 32 22 767 61 562 750
internal_value=0 0.0693752 0.151147 -0.217469 -0.115892 -0.161239 -0.0640026 0.225317 0.552485 -0.2951 0.586693 -0.0820096 0.176754 0.209876 -0.146206 -0.0204063 0.391558 0.200367 -0.0929812 0.0571492 0.202289 0.125349 0.000486221 0.891674 0.699467 1.13715 -0.2784 0.252652 0.285628 0.185814
internal_count=8000 5386 3337 2614 1924 1879 1585 627 342 285 80 2049 3200 2928 407 1781 301 278 1480 885 680 647 547 71 100 68 958 2521 2460 1898
cat_boundaries=0 1 2
cat_threshold=16 97
shrinkage=0.01


Tree=123
num_leaves=31
num_cat=2
split_feature=5 0 6 7 18 9 6 16 9 18 14 6 14 17 14 19 11 6 6 14 13 13 13 5 13 19 14 2 13 13
split_gain=9.11015 8.09937 6.97255 5.96586 5.34864 5.5559 4.22651 4.15557 5.03505 5.03553 5.73623 7.70187 6.50048 6.41119 5.40596 5.49133 5.09627 4.72424 5.98554 4.4982 7.65327 6.17822 5.4475 5.75494 5.39582 4.5287 7.16885 4.23704 4.11236 6.28033
threshold=-12120.499999999998 0 0.015150000000000002 1.0000000180025095e-35 0.033350000000000012 -563.49999999999989 0.32790000000000002 8.5000000000000018 -96.499999999999986 0.010950000000000001 29594.250000000004 0.049250000000000009 30210.750000000004 0.11260000000000002 25323.750000000004 2.5000000000000004 -8593.9999999999982 0.0081500000000000027 0.02945 42907.500000000007 29002.230000000003 75751.53750000002 135049.50000000003 -18480.999999999996 23208.750000000004 2.5000000000000004 36263.250000000007 1 541800.00000000012 142393.54500000001
decision_type=2 1 10 2 10 10 10 8 10 10 2 10 2 10 2 2 2 10 10 2 10 10 8 2 8 2 2 1 8 10
left_child=1 3 -3 7 5 -5 -4 27 9 10 11 14 -12 19 15 16 -9 -11 -19 21 -21 24 -23 -24 -14 26 -25 -1 29 -18
right_child=-2 2 6 4 -6 -7 -8 8 -10 17 12 -13 13 -15 -16 -17 28 18 -20 20 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0094746327047020382 0.0018499534228412409 -0.0012449516188856227 -0.0066135781913934958 0.0098108621426241261 -0.010990228966995214 -0.0035985995158753265 0.011386277622637789 -0.0067982927912118504 0.011249230734014902 -0.010812342722977084 0.021140719843799706 0.020860072017491075 0.014225120508653447 -0.01084913347155618 -0.0087332553197214269 -0.0065765636328058361 0.0049758193917060394 0.013255639819266708 -0.0076137240664173687 0.011356141474117232 -0.0067345994690129422 0.022193624452251134 -0.0062879591316403948 0.0048103698303216171 -0.0018260184049882658 0.0015053886163552217 0.031655948853487652 -0.00075039495424071524 0.0099262008465362053 -0.010826321823761991
leaf_count=126 1804 3546 701 142 23 41 22 76 34 105 23 20 26 44 118 135 123 32 48 32 105 44 34 23 103 31 22 287 80 50
internal_value=0 -0.0838366 -0.189253 0.10006 0.582798 0.727915 -0.59469 0.0188796 0.109682 0.0617855 0.147733 -0.092052 0.424759 0.328717 -0.168445 0.00305173 0.234121 -0.53073 0.154367 0.448348 -0.0912258 0.686859 1.18777 0.755447 0.177993 1.23845 1.89082 -0.332298 0.443365 0.0980852
internal_count=8000 6196 4269 1927 206 183 723 1721 1308 1274 1089 602 487 464 582 464 329 185 80 420 137 283 154 110 129 76 45 413 253 173
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=124
num_leaves=31
num_cat=3
split_feature=5 3 18 9 5 17 5 11 13 4 15 5 9 5 13 14 9 14 11 5 5 0 5 5 13 5 19 14 17 15
split_gain=9.00824 5.99993 5.73387 7.04453 6.8534 11.4057 5.55962 5.2745 4.86354 4.85591 5.70111 5.08292 5.46805 4.89925 6.04262 7.2654 7.82945 6.99473 11.3258 6.02757 10.7095 5.65267 10.4917 5.62803 5.59389 5.51944 5.85378 7.51237 11.0371 7.099
threshold=-19736.499999999996 0 0.00030000000000000008 -214.99999999999997 -19304.999999999996 0.15320000000000003 -18860.499999999996 -4437.4999999999991 21125.565000000006 1 0.62430000000000019 -8576.9999999999982 -2629.9999999999995 -9236.4999999999982 20524.500000000004 17367.750000000004 -2381.4999999999995 12678.750000000002 -1391.4999999999998 -15199.999999999998 -14339.499999999998 2 -11729.499999999998 -10016.499999999998 52779.510000000002 -10590.499999999998 1.5000000000000002 26453.250000000004 0.082200000000000009 0.68310000000000015
decision_type=2 9 10 10 2 8 2 2 8 1 8 2 8 2 8 2 8 2 2 2 2 1 2 2 10 2 2 2 8 10
left_child=-1 -2 4 8 5 -3 -6 -7 -4 10 -8 12 -12 14 21 16 -16 -18 19 -19 -21 -14 -23 25 -15 26 29 -28 -29 -17
right_child=1 2 3 -5 6 7 9 -9 -10 -11 11 -13 13 24 15 23 17 18 -20 20 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0026205988845095281 -0.0023712579833957484 0.02793585824204467 -0.0088994288819626011 0.007955158389427534 -0.0059566495870689773 -0.0028877387003389049 0.014608017748320887 0.012868103610066278 -0.0011941777698299141 -0.00019054872479840193 -0.004171732421520003 -0.007617109792256339 0.014450450005242936 0.0037726044355166455 0.025657045835987789 0.0037275180636168687 -0.00048907848912446196 -0.0060494182519558962 0.022139502168140698 0.029417530850341031 0.0040515883694052877 -0.0057790668526945593 0.014803920075335762 -0.0064610796297049876 0.022727721405003991 0.007607296085355434 -0.0039686219210871392 -0.0071888827593852376 0.0042004497792564452 0.023922027305049547
leaf_count=2002 754 28 123 84 160 76 33 44 1096 1341 165 49 59 34 20 141 181 54 42 21 101 73 29 91 22 108 409 141 495 24
internal_value=0 0.0553532 0.0941992 -0.118879 0.157492 0.925895 0.131212 0.381775 -0.198804 0.15452 0.242504 0.220326 0.245302 0.286144 0.256051 0.196483 0.577244 0.474949 0.839689 0.457816 0.793642 0.807694 0.312815 0.0815133 1.14138 0.14219 0.0663527 -0.0331222 0.198836 0.627796
internal_count=8000 5998 5244 1303 3941 148 3793 120 1219 3633 2292 2259 2210 2045 1989 1828 419 399 218 176 122 161 102 1409 56 1318 1210 1045 636 165
cat_boundaries=0 1 2 3
cat_threshold=2 16 2
shrinkage=0.01


Tree=125
num_leaves=31
num_cat=3
split_feature=5 16 11 7 15 2 3 11 5 9 14 14 6 11 13 13 9 9 11 11 11 18 5 0 13 6 5 11 18 13
split_gain=8.85697 5.47154 8.56006 6.43435 5.30577 5.16667 4.58665 4.80233 6.1282 4.75179 4.51682 7.96423 6.59946 5.74407 6.72788 10.1678 7.86408 5.92333 7.49547 4.19103 4.47602 4.8632 4.71684 5.06431 4.06341 5.86236 6.99299 4.02589 4.00843 3.9021
threshold=-18480.999999999996 7.5000000000000009 -9474.4999999999982 1.0000000180025095e-35 0.8791500000000001 0 1 -9214.4999999999982 -18348.999999999996 -2642.4999999999995 16569.000000000004 17174.250000000004 0.019050000000000001 -4437.4999999999991 25951.500000000004 18544.500000000004 -1084.4999999999998 -800.49999999999989 -2514.4999999999995 -4687.4999999999991 -6534.4999999999991 0.22490000000000002 -11621.999999999998 2 153644.85000000003 0.0033500000000000001 -12831.499999999998 -4036.9999999999995 0.0035500000000000006 472477.50000000006
decision_type=2 8 2 2 10 1 9 2 2 8 2 2 10 2 8 10 8 8 2 2 2 8 2 1 8 10 2 2 8 10
left_child=10 2 -2 4 6 19 9 -8 -9 -3 -1 -12 13 28 15 -15 27 18 -18 20 21 -4 23 -22 25 -11 -27 -16 -13 -19
right_child=1 3 5 -5 -6 -7 7 8 -10 24 11 12 -14 14 16 -17 17 29 -20 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.005119894991084905 0.017716428527913629 0.010960684597094275 -0.01081768767311905 0.0043363779679040865 -0.0089402662641993157 -0.007199943527280833 -0.0039573990371173 0.014964622266011847 0.001353131511198131 -0.0036613587641882708 0.01468465715785337 0.0025710746521982446 -0.0078737686781848882 0.00088720551071728635 0.010639847463030381 0.031679162161523673 0.03558770463515621 0.00084883358289349997 0.0045631006084070544 -0.0032563356337073942 0.024631818400740101 0.0070372389494111412 -0.001044285416802015 0.0035684132916778779 -0.0079872709344318022 -0.0048315997241035078 0.022642245486798593 -0.0072250947630319038 -0.0041356075906258342 0.016142569596703966
leaf_count=690 31 35 52 501 101 258 235 34 3195 205 45 191 294 39 27 25 20 237 33 341 33 41 35 31 208 27 23 222 767 24
internal_value=0 0.0675846 -0.215907 0.110631 0.0594563 -0.288773 0.0760168 0.116219 0.151699 -0.22928 -0.213324 -0.112315 -0.157346 -0.0610566 0.224804 1.39305 0.0818464 0.439071 1.68797 -0.0786315 0.363982 -0.269708 0.878412 1.51168 -0.391684 -0.0879068 1.03177 -0.5315 -0.273999 0.229968
internal_count=8000 5386 822 4564 4063 791 3962 3464 3229 498 2614 1924 1879 1585 627 64 563 314 53 533 192 93 99 64 463 255 50 249 958 261
cat_boundaries=0 1 2 3
cat_threshold=2 2 2
shrinkage=0.01


Tree=126
num_leaves=31
num_cat=3
split_feature=5 0 6 7 18 9 6 16 9 18 14 6 14 11 5 13 14 5 13 14 19 18 11 16 6 6 5 2 3 16
split_gain=8.74336 7.85562 6.83314 5.77558 5.21414 5.39578 4.15134 4.05973 4.84612 4.90824 5.57409 7.41974 6.32835 6.18233 6.02765 5.88515 10.2798 6.6701 6.61841 5.3482 5.39593 5.15473 4.94082 4.79 4.70404 5.82286 4.55333 4.17063 3.99877 4.84234
threshold=-12120.499999999998 0 0.015150000000000002 1.0000000180025095e-35 0.033350000000000012 -563.49999999999989 0.32790000000000002 8.5000000000000018 -96.499999999999986 0.010950000000000001 29594.250000000004 0.049250000000000009 31468.500000000004 -1361.4999999999998 -16889.499999999996 88557.750000000015 42907.500000000007 -20063.499999999996 116997.75000000001 25323.750000000004 2.5000000000000004 0.0033500000000000001 -8593.9999999999982 13.500000000000002 0.0081500000000000027 0.02945 -17058.999999999996 1 2 28.500000000000004
decision_type=2 1 10 2 10 10 8 8 10 10 2 10 2 2 2 10 2 2 8 2 2 8 2 10 10 10 2 1 9 8
left_child=1 3 28 7 5 -5 -4 27 9 10 11 19 14 15 -12 17 18 -14 -17 20 22 -20 -9 -15 -11 -26 -23 -1 29 -3
right_child=-2 2 6 4 -6 -7 -8 8 -10 24 12 -13 13 23 -16 16 -18 -19 21 -21 -22 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0094477150748208151 0.0018083877620842378 -0.0038388322592053273 -0.0065685075805716909 0.0096195863389053251 -0.010980371397223267 -0.0035926955027381375 0.011208261660060947 -0.0067455713218753013 0.010994897849591366 -0.010802703338204054 0.023125212001140451 0.020264385717243309 0.011428476540165549 0.0052037182671073167 0.0030154024007742202 0.028153699727494329 -0.0083298206774041969 -0.0075322396042183165 -0.010826954050630369 -0.008711508882097924 -0.006546536001809356 -0.0012706665875393669 0.0043570228903339857 0.022425262426529952 0.013013976346529149 -0.0075682086513682066 0.017042217634650466 -0.00075289725577396981 -0.0039068181758217099 0.00022409564151082192
leaf_count=126 1804 568 701 142 23 41 22 76 34 105 32 20 29 54 32 21 60 141 20 118 135 30 253 22 32 48 46 287 601 2377
internal_value=0 -0.082376 -0.186463 0.0986002 0.572386 0.714202 -0.589887 0.0185439 0.108129 0.060938 0.145444 -0.091383 0.41772 0.251866 1.36659 0.0246173 0.500238 -0.440234 1.08629 -0.167164 0.00304141 0.667472 0.231294 1.04666 -0.52646 0.156545 1.06779 -0.329351 -0.122487 -0.0507679
internal_count=8000 6196 4269 1927 206 183 723 1721 1308 1274 1089 602 487 423 64 347 177 170 117 582 464 96 329 76 185 80 76 413 3546 2945
cat_boundaries=0 1 2 3
cat_threshold=2 1 81
shrinkage=0.01


Tree=127
num_leaves=31
num_cat=2
split_feature=5 3 17 14 16 11 14 13 6 11 5 0 9 15 11 19 14 18 5 13 11 11 5 5 13 18 13 13 6 13
split_gain=8.64977 5.76461 5.5548 6.14037 5.43293 6.22487 5.7795 6.68706 6.10169 5.51869 5.5025 5.23251 7.54096 6.39061 6.94524 6.43481 6.37511 6.10165 8.90159 6.0524 5.16632 5.75081 4.80401 7.25604 4.68014 4.67482 4.56798 6.01806 4.52597 4.36376
threshold=-19736.499999999996 0 0.042800000000000012 13286.250000000002 25.500000000000004 -147.49999999999997 17174.250000000004 44988.750000000007 0.00085000000000000017 -6703.9999999999991 -19613.499999999996 1 -222.49999999999997 0.60470000000000013 -8593.9999999999982 1.5000000000000002 30858.750000000004 0.011950000000000002 -13844.499999999998 85726.62000000001 -5858.9999999999991 -5022.4999999999991 -15091.499999999998 -14171.999999999998 315090.00000000006 0.047150000000000004 85726.62000000001 24345.000000000004 0.013150000000000002 209241.00000000003
decision_type=2 9 10 2 8 2 2 8 8 2 2 1 10 8 2 2 2 10 2 8 2 2 2 2 10 10 8 8 10 10
left_child=-1 -2 3 -3 5 -5 7 9 -8 -6 -10 16 13 -13 -15 20 29 28 -19 -14 -16 -22 -9 -24 -21 -20 27 -18 -17 -12
right_child=1 2 -4 4 6 -7 8 22 10 -11 11 12 19 14 15 17 26 18 25 24 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025769793585147778 -0.0023337247858099806 -0.0023723301867255102 -0.0018731111764567912 -0.00042914955867432835 0.026568375053016006 0.012765301302456762 -0.0090861296554274121 -0.002319075803583421 0.017298727853147431 0.0087961712507827316 0.0033043679951638011 0.017609848430574476 0.016009144809629221 -0.0079554732235264849 -0.0036662373391476034 -0.00061422445224776389 0.012274501222170055 -0.003006223321287521 0.027532001745677707 -0.0043622679761467142 0.025158200993390639 0.0064759626065484643 0.023677780340502195 0.004429409259302174 0.011865664961863956 0.0059278274069201435 0.010766892186555788 -0.0042148236007206038 -0.0094203664216598992 -0.0061953422690033764
leaf_count=2002 754 485 864 1374 25 37 57 106 29 52 233 21 46 158 57 805 27 61 24 47 20 130 24 121 29 22 166 64 89 71
internal_value=0 0.0539781 0.0919469 0.139304 0.182692 0.00116967 0.2715 0.666876 0.206906 1.46263 0.235025 0.215625 0.10178 0.0200784 -0.0118613 0.0666632 0.461005 -0.0480755 0.786075 0.823158 0.613374 0.909635 0.402447 0.719933 0.225328 1.8168 0.800172 0.223797 -0.134348 0.144362
internal_count=8000 5998 5244 4380 3895 1411 2484 328 2156 77 2099 2070 1509 1387 1366 1208 561 1001 107 122 207 150 251 145 76 46 257 91 894 304
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=128
num_leaves=31
num_cat=1
split_feature=5 4 15 7 16 18 13 15 5 5 5 13 13 13 13 5 11 11 11 9 17 14 16 13 13 14 5 18 14 16
split_gain=8.51646 5.27884 5.81118 4.58411 5.33655 5.07701 5.11193 5.2152 4.9445 5.04328 5.91785 6.69013 8.68943 5.10911 14.8555 5.48333 4.98874 4.81274 7.04023 4.45037 4.78637 4.46292 4.94568 6.1443 5.39047 12.1061 5.4615 7.52625 4.39315 4.53167
threshold=-18480.999999999996 0 0.90525000000000011 1.0000000180025095e-35 12.500000000000002 0.032450000000000007 25951.500000000004 0.76805000000000012 -8576.9999999999982 -10657.499999999998 -10267.999999999998 30471.750000000004 83367.000000000015 198177.75000000003 461439.00000000006 -9840.9999999999982 -1841.9999999999998 -7359.9999999999991 -5134.4999999999991 -656.49999999999989 0.15320000000000003 16569.000000000004 13.500000000000002 672502.50000000012 54915.30000000001 23854.500000000004 -19736.499999999996 1.0000000180025095e-35 32607.000000000004 14.500000000000002
decision_type=2 1 10 2 8 10 10 10 2 2 2 8 8 10 8 2 2 2 2 8 10 2 8 10 8 2 2 8 2 10
left_child=19 2 3 8 -5 6 -6 17 9 -2 11 -11 -13 16 15 -15 -12 -8 -19 -1 21 -21 -23 24 25 -24 -26 -28 29 -20
right_child=1 -3 -4 4 5 -7 7 -9 -10 10 13 12 -14 14 -16 -17 -18 18 28 20 -22 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0035704213786540867 0.00060221746761356402 -0.00081851328289588065 -0.01069158131902658 -0.0031118161390654908 0.0015660291016966141 -0.0072641674209691521 0.018923556283506209 0.023837666763943367 -0.0079381022970883529 0.022494614959895243 0.0027615110809602597 -0.0080732528817897449 0.011163373365595598 0.0081749107914226501 -0.011226655222114914 0.02763648251211881 -0.0066826442112175042 -0.011377899834180969 0.015267868842108437 -0.0039626329397040513 -0.0088971157005527397 -0.0052149629917095756 0.030257936023969725 0.024354534886042639 -0.0013728064442152517 -0.0024943388511093241 0.025819285312637025 0.0033743355537975547 -0.001790737570710054 -0.0015387842470211894
leaf_count=1650 2390 2049 68 77 73 28 31 20 60 20 160 35 81 26 28 23 83 21 64 240 101 106 28 20 323 33 22 91 29 20
internal_value=0 0.0660114 0.14558 0.16198 0.473077 0.640379 0.751189 1.02846 0.110784 0.1329 0.420537 0.940705 0.601935 0.186743 0.861891 1.7527 -0.0386631 0.846491 0.599664 -0.20985 -0.00706779 0.0794074 0.243684 0.395935 0.31085 1.32765 0.154876 0.789234 0.868303 1.18938
internal_count=8000 5386 3337 3269 363 286 258 185 2906 2846 456 136 116 320 77 49 243 165 134 2614 964 863 623 517 497 61 436 113 113 84
cat_boundaries=0 1
cat_threshold=16
shrinkage=0.01


Tree=129
num_leaves=31
num_cat=1
split_feature=5 17 11 0 5 6 9 6 9 7 14 9 14 13 13 11 16 9 15 14 14 18 5 17 16 11 11 8 5 14
split_gain=8.3908 5.40261 5.85768 5.65918 10.3382 7.837 7.01443 6.52757 5.95 5.70673 5.61039 5.45119 5.17352 13.8678 7.04416 6.23127 5.10152 5.0702 4.91605 10.696 4.69545 4.20614 4.15289 4.24342 4.65527 4.10228 5.25734 7.9111 7.58986 4.75115
threshold=-14389.499999999998 0.16400000000000003 -11707.999999999998 0 -15659.999999999998 0.025250000000000005 -2890.4999999999995 0.015150000000000002 -656.49999999999989 1.0000000180025095e-35 16569.000000000004 -2407.4999999999995 21777.750000000004 59688.000000000007 472477.50000000006 -6425.9999999999991 28.500000000000004 -563.49999999999989 0.65045000000000008 26592.750000000004 26649.000000000004 0.004850000000000001 -14226.999999999998 1.0000000180025095e-35 13.500000000000002 -760.49999999999989 -5671.4999999999991 1.5000000000000002 -18176.499999999996 11549.250000000002
decision_type=2 10 2 1 2 10 10 10 10 2 2 8 2 10 8 2 8 10 8 2 2 8 2 8 8 2 2 8 2 2
left_child=1 2 -1 4 5 9 -6 8 16 25 -10 -7 13 -12 -14 -15 -5 20 19 -18 -11 -13 23 -2 -25 26 29 -28 -29 -4
right_child=22 -3 3 7 6 11 -8 -9 10 17 12 21 14 15 -16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0065017782051249766 -0.0025888892737770237 -0.0060175421475690896 0.020030337343402965 -0.0066315674537045797 0.0070259974721614063 0.030462608584006189 -0.0083001826164685981 -0.0069739153803345787 -0.0044537716506252625 0.018070074666400118 0.034368327809832684 0.017316181219534283 -0.0003145315657203562 0.018664095211702415 0.012913981177360293 -0.0049250800002415031 -0.0040927140757575694 -0.0061986031866534501 -0.0016104372054411792 0.024974399921182253 0.002945644063431581 -0.00015474625757510834 0.0010028500873457199 0.00033459697978471516 0.020214437704654174 0.0077426235443029956 -0.0052185371341852858 0.018980191893931918 -0.0063245061064904056 0.0022294983304600828
leaf_count=322 31 386 22 355 36 20 207 406 134 44 23 32 282 25 60 42 43 20 1516 30 33 38 3052 25 39 81 348 25 20 303
internal_value=0 -0.117009 -0.081029 -0.0453374 0.148855 0.308435 -0.521591 -0.152737 -0.0841411 0.209266 0.236922 1.32095 0.43237 1.19648 0.225339 0.308621 -0.203571 0.892234 -0.105426 0.842983 1.21347 0.867158 0.120126 0.847159 1.3488 0.0917244 -0.00737479 -0.289481 0.868717 0.344512
internal_count=8000 4853 4467 4145 1229 986 243 2916 2510 896 566 90 432 90 342 67 1944 97 1589 73 77 70 3147 95 64 799 718 393 45 325
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=130
num_leaves=31
num_cat=4
split_feature=5 16 11 7 15 2 15 11 3 9 11 5 0 9 11 11 18 5 14 4 13 6 5 13 5 19 18 14 9 11
split_gain=8.2944 5.21039 8.32681 6.04203 5.16283 5.09875 4.41363 6.1699 4.3979 4.66203 4.65939 5.87845 4.34431 6.07406 4.11058 4.3193 4.80108 4.59371 4.93404 4.04435 4.04198 5.72125 6.66006 3.85335 12.9941 5.43941 3.74611 3.62151 3.91676 6.14617
threshold=-18480.999999999996 7.5000000000000009 -9474.4999999999982 1.0000000180025095e-35 0.8791500000000001 0 0.65045000000000008 -672.49999999999989 1 -2642.4999999999995 -9214.4999999999982 -18348.999999999996 2 -2507.4999999999995 -4687.4999999999991 -6534.4999999999991 0.22490000000000002 -11621.999999999998 35813.250000000007 3 153644.85000000003 0.0033500000000000001 -12831.499999999998 67547.250000000015 -20821.499999999996 1.5000000000000002 0.021800000000000003 7960.5000000000009 -1560.4999999999998 -8355.9999999999982
decision_type=2 8 2 2 10 1 10 2 9 8 2 2 1 10 2 2 8 2 2 1 8 10 2 8 2 2 10 2 8 2
left_child=6 2 -2 4 8 14 7 -1 9 -3 -10 -12 13 19 15 16 -4 18 -17 -8 21 -11 -23 24 -9 -25 -7 -13 29 -29
right_child=1 3 5 -5 -6 26 12 23 10 20 11 27 -14 -15 -16 17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.0017702301351146304 0.017359168895992882 0.010820054764099285 -0.010808434258877026 0.004186504238517341 -0.0089046755686359152 -0.0090500875036259119 0.02062760644093329 -0.0048993133144293009 -0.0039287597510009554 -0.0036155780328436206 0.014558745917287334 -0.0070229308330501576 -0.0070224584202493627 -0.0053114247687100335 -0.0032201984032220487 0.022536989030360107 0.0069688615101844457 -0.0010754220562605378 0.0010840468080938939 0.0010945671134414909 -0.0079574176593775713 -0.0047733960081678432 0.021996977288037081 0.016558081395970814 0.034050311060628356 -0.0041363389288172608 0.0035377313678440331 0.012070041025420466 0.0021061288528719069 -0.0016193260682959099
leaf_count=1707 31 35 52 501 101 216 22 26 235 205 34 70 603 116 341 39 41 35 25 32 208 27 23 25 20 63 42 50 2323 752
internal_value=0 0.0650374 -0.212277 0.106894 0.0572023 -0.284883 -0.207488 -0.102937 0.0733971 -0.226032 0.112662 0.147402 -0.491449 0.0236896 -0.0763722 0.361168 -0.264866 0.862898 1.48301 0.966053 -0.387671 -0.0846251 1.01684 0.663502 1.51289 0.189825 -0.715758 0.131289 0.147062 -0.0809409
internal_count=8000 5386 822 4564 4063 791 2614 1841 3962 498 3464 3229 773 170 533 192 93 99 64 54 463 255 50 134 46 88 258 3195 3125 802
cat_boundaries=0 1 2 3 4
cat_threshold=2 2 2 2
shrinkage=0.01


Tree=131
num_leaves=31
num_cat=1
split_feature=5 0 6 13 19 18 13 16 13 13 14 18 18 11 18 16 17 9 16 9 13 6 5 11 5 14 9 11 11 16
split_gain=8.201 7.49354 6.59641 5.50576 6.10156 6.03543 4.99 6.8425 4.6474 5.17832 4.52249 4.26156 5.48081 7.19374 6.18181 7.56202 6.27207 4.11219 7.45536 7.75948 4.94805 4.09075 4.06196 4.22771 6.95665 6.35844 5.85566 5.72937 8.18186 5.35537
threshold=-12120.499999999998 0 0.015150000000000002 31545.000000000004 1.5000000000000002 0.0050500000000000015 65876.872500000012 4.5000000000000009 60314.130000000012 112488.75000000001 55721.250000000007 0.0028500000000000005 0.030750000000000003 -8727.4999999999982 0.020550000000000002 8.5000000000000018 0.10320000000000001 -1275.4999999999998 11.500000000000002 -1664.4999999999998 104865.39000000001 0.32790000000000002 -22383.499999999996 -9072.9999999999982 -17595.499999999996 31599.000000000004 -1494.4999999999998 -2514.4999999999995 -4472.4999999999991 14.500000000000002
decision_type=2 1 10 10 2 10 10 8 8 8 2 10 8 2 10 8 10 10 10 10 8 10 2 2 2 2 8 2 2 8
left_child=1 3 -3 5 8 22 7 -6 -5 -10 11 17 13 -13 15 -15 -17 18 20 -20 -8 -4 -1 -24 25 27 -26 28 -25 -27
right_child=-2 2 21 4 6 -7 10 -9 9 -11 -12 12 -14 14 -16 16 -18 -19 19 -21 -22 -23 23 24 26 29 -28 -29 -30 -31
leaf_value=-0.0054628163880832805 0.0017453046844851463 -0.0011962103695965101 -0.0064961055938149064 0.016676341654966866 0.012196406724901803 -0.0042327376370569613 0.012650965524011721 -0.0088176916440716475 -0.010997232884797634 0.0068690667556950595 -0.010731079469963409 -0.010722370364606975 -0.0022715997260905306 -0.010774771707489337 0.031367998622943281 0.024440931243427975 -0.0026209015508475747 -0.0034360319501608848 0.0046540924187122683 0.029720289393258353 -0.0038485871496264142 0.01112761974644063 -0.0039254510626284614 0.012157763964478043 -0.0066262015064387338 -0.011095553496555761 0.0058848621511017442 0.006045579379047308 0.036343323210831224 0.012110217375052688
leaf_count=44 1804 3546 701 27 27 112 31 200 28 76 63 22 92 22 21 35 20 407 60 22 182 22 57 30 58 20 209 22 20 20
internal_value=0 -0.0801782 -0.182249 0.0963727 -0.0493418 0.344407 -0.144108 -0.650334 0.621615 0.247508 -0.0268779 0.0364353 0.518342 1.03318 1.43769 0.924202 1.61852 -0.100926 0.237311 1.1622 -0.147849 -0.581981 0.483865 0.566516 0.666328 1.28552 0.385461 1.78689 2.36666 0.269541
internal_count=8000 6196 4269 1927 1335 592 1204 227 131 104 977 914 212 120 98 77 55 702 295 82 213 723 480 436 379 112 267 72 50 40
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=132
num_leaves=31
num_cat=3
split_feature=5 4 15 14 14 6 11 13 13 9 9 11 7 16 18 13 15 5 9 14 5 13 13 5 9 2 5 3 9 5
split_gain=8.06885 5.12902 5.67888 4.39022 7.61727 6.42491 5.54892 6.43327 9.44352 7.5615 5.80822 7.03271 4.32737 5.09044 4.91589 4.94115 4.91886 4.88688 4.85138 5.71322 4.82091 6.27011 7.35075 7.00852 5.97494 9.67487 4.96994 4.72326 4.67308 5.17843
threshold=-18480.999999999996 0 0.90525000000000011 16569.000000000004 17174.250000000004 0.019050000000000001 -4437.4999999999991 25951.500000000004 18544.500000000004 -1084.4999999999998 -800.49999999999989 -2514.4999999999995 1.0000000180025095e-35 12.500000000000002 0.032450000000000007 25951.500000000004 0.76805000000000012 -8576.9999999999982 -2572.4999999999995 7960.5000000000009 -10705.499999999998 29002.230000000003 180450.00000000003 -9937.4999999999982 -361.49999999999994 1 -10405.499999999998 2 -2381.4999999999995 -17732.499999999996
decision_type=2 1 10 2 2 10 2 8 10 8 8 2 2 8 10 10 10 2 8 2 2 8 8 2 8 1 2 9 8 2
left_child=3 2 12 -1 -5 6 -6 8 -8 -9 11 -11 17 -14 15 -15 -17 18 -2 -20 27 23 -23 -22 25 -24 -26 -21 -29 -30
right_child=1 -3 -4 4 5 -7 7 9 -10 10 -12 -13 13 14 -16 16 -18 -19 19 20 21 22 24 -25 26 -27 -28 28 29 -31
leaf_value=-0.0050217244752077273 -0.0038328055702145022 -0.00081796038511626316 -0.010681190528529448 0.014300808703401438 -0.0026628730248023191 -0.0078019950064822357 0.00090235477603336318 -0.0052327140268805953 0.030347972215381588 0.034441309911119142 0.0022478116480582513 0.004593447075492532 -0.0030845701860271815 0.0014600879214157825 -0.0072533854229889843 0.0082335636153700442 0.023016725021735063 -0.0079223034139443791 -0.0089134331826860713 0.0018624918958754816 0.021356540902094236 -0.0013945933396641566 0.025718808742823826 0.002382137030469576 0.015793400693413485 0.0033851143022709043 0.00026948920636358186 0.013774319718099656 0.013852371111466486 -0.0047228637283152223
leaf_count=690 253 2049 68 45 958 294 39 249 25 20 261 33 77 73 28 165 20 60 68 1661 27 189 34 29 22 39 106 23 21 374
internal_value=0 0.0640381 0.14235 -0.205041 -0.105358 -0.150056 -0.0555178 0.225212 1.3605 0.0843066 0.432178 1.66318 0.158406 0.459618 0.621554 0.729535 1.00014 0.108587 0.13051 0.169599 0.193587 0.472888 0.313554 1.28892 0.715734 1.41542 0.316173 0.114959 -0.208283 -0.369752
internal_count=8000 5386 3337 2614 1924 1879 1585 627 64 563 314 53 3269 363 286 258 185 2906 2846 2593 2525 446 390 56 201 73 128 2079 418 395
cat_boundaries=0 1 2 3
cat_threshold=16 2 64
shrinkage=0.01


Tree=133
num_leaves=31
num_cat=2
split_feature=5 0 6 7 18 17 9 6 3 6 15 15 6 6 5 14 13 11 15 9 5 9 11 13 19 13 13 5 13 13
split_gain=7.9227 7.32283 6.48251 5.44074 4.99785 5.18275 4.91825 4.00427 3.91025 4.77536 8.34109 8.88747 4.5703 6.19668 7.8803 6.12287 7.71158 4.76221 5.32361 4.78597 8.42716 5.51913 5.26662 5.11792 4.49033 6.88449 6.89099 6.98458 5.10303 5.1594
threshold=-12120.499999999998 0 0.015150000000000002 1.0000000180025095e-35 0.033350000000000012 0.062000000000000006 -563.49999999999989 0.32790000000000002 1 0.010650000000000001 0.69615000000000016 0.77460000000000007 0.0079500000000000022 0.0014500000000000001 -15160.499999999998 25323.750000000004 95364.000000000015 -5408.9999999999991 0.74195000000000011 -647.49999999999989 -23128.999999999996 -2828.4999999999995 -9006.4999999999982 406012.50000000006 2.5000000000000004 162074.25000000003 149445.00000000003 -21988.999999999996 22164.750000000004 25354.260000000006
decision_type=2 1 10 2 10 10 10 10 9 10 10 10 10 10 2 2 8 2 8 8 2 10 2 10 2 8 8 2 10 10
left_child=1 3 8 -1 5 6 -5 -4 9 12 -11 -12 13 17 15 -15 -17 19 -19 21 -21 22 -3 -22 25 26 27 -20 -29 -30
right_child=-2 2 7 4 -6 -7 -8 -9 -10 10 11 -13 -14 14 -16 16 -18 18 24 20 23 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00017515510608451051 0.0017130411726555079 0.025850685585115114 -0.0064575610307613255 0.0075083018474555166 -0.010962088340214171 0.019434878389988117 -0.0057350547395135466 0.010898169748515566 -0.0038433968637743956 0.025425307555472534 -0.010761933013251649 0.015810527596959886 -0.01072428339077508 -0.0080228834482322618 0.019862587262338485 -0.010743714215742167 0.01973344041304162 -0.0107299320769278 -0.0067612056865024306 0.0204069313996116 -0.0029140924612394664 -0.0058904018443351027 -0.0035242934316037102 0.010490636712175433 -0.0028764580806176668 -0.001413219951573714 0.02468775249078714 -0.002603560227932566 0.024482675099804965 0.0064386849720116613
leaf_count=1721 1804 20 701 120 23 25 38 22 601 22 46 33 76 63 39 20 38 68 98 35 341 723 22 42 321 440 24 86 22 366
internal_value=0 -0.0789359 -0.180036 0.0955046 0.553413 0.69006 0.488119 -0.577973 -0.118065 -0.0474753 0.759765 0.0931169 -0.0805606 -0.0557325 0.68096 0.118871 1.00423 -0.102191 0.0409186 -0.297575 0.0263504 -0.502765 0.94841 -0.123471 0.089533 0.215917 0.489054 0.402001 0.57115 0.756527
internal_count=8000 6196 4269 1927 206 183 158 723 3546 2945 101 79 2844 2768 160 121 58 2608 1425 1183 418 765 42 383 1357 1036 596 572 474 388
cat_boundaries=0 1 2
cat_threshold=2 81
shrinkage=0.01


Tree=134
num_leaves=31
num_cat=2
split_feature=5 16 11 7 2 15 14 14 6 11 9 9 13 5 3 9 11 5 11 19 18 13 6 5 18 5 11 13 11 18
split_gain=7.84111 5.07202 8.1112 5.70176 5.05009 5.04631 4.31628 7.34925 6.32349 5.42555 6.22898 6.0494 5.11783 6.23564 4.23129 4.58088 4.53208 5.62041 4.02907 4.21446 4.3283 4.01037 5.584 6.30591 3.92996 3.79131 3.78422 3.77798 4.25251 3.71028
threshold=-18480.999999999996 7.5000000000000009 -9474.4999999999982 1.0000000180025095e-35 0 0.8791500000000001 16569.000000000004 17174.250000000004 0.019050000000000001 -4437.4999999999991 -1084.4999999999998 -918.99999999999989 48048.075000000004 -21520.499999999996 1 -2642.4999999999995 -9214.4999999999982 -18348.999999999996 -4687.4999999999991 3.5000000000000004 0.22490000000000002 153644.85000000003 0.0033500000000000001 -12831.499999999998 0.0035500000000000006 -20003.499999999996 -6425.9999999999991 239040.00000000003 -13239.499999999998 0.021800000000000003
decision_type=2 8 2 2 1 10 2 2 10 2 8 8 8 2 9 8 2 2 2 2 8 8 10 2 8 2 2 8 2 10
left_child=6 2 -2 5 18 14 25 26 9 24 12 -12 13 -11 15 -3 -16 -18 19 20 -4 22 -17 -24 -9 27 -8 28 -1 -6
right_child=1 3 4 -5 29 -7 7 8 -10 10 11 -13 -14 -15 16 21 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011494794802662685 0.016997705798933192 0.010700549710904162 -0.004398845567720776 0.0040599055007407708 -0.0090320984107781412 -0.0088732277348370862 0.026859004811089576 0.0026311904758302774 -0.0077678454357115612 -0.010618032723345137 0.021183209715983257 0.0037739638134261801 -0.0067466992859977716 0.013627026640147656 -0.0038968872140950172 -0.0035728115815842104 0.014148937977151754 0.001283892655493902 -0.0031986120423210807 0.01828508398326753 0.0075711505023580306 -0.0079237361924543916 -0.0046979056068758253 0.021320534564222303 -0.0040335467130829363 -0.010725982291256436 0.0047360418224010126 0.0024489753419402582 -0.0068210940884357784 0.0034835484458065062
leaf_count=28 31 35 89 501 216 101 20 191 294 30 35 307 205 50 235 205 34 3195 341 22 81 208 27 23 767 152 25 149 361 42
internal_value=0 0.0629852 -0.210913 0.104198 -0.283152 0.0558236 -0.202544 -0.103781 -0.148076 -0.0546078 0.222463 0.529569 -0.281037 0.570859 0.0717192 -0.222594 0.110119 0.144224 -0.0758679 0.356246 0.148675 -0.383483 -0.0817073 1.0019 -0.263634 -0.498252 1.39381 -0.319856 -0.556798 -0.713404
internal_count=8000 5386 822 4564 791 4063 2614 1924 1879 1585 627 342 285 80 3962 498 3464 3229 533 192 170 463 255 50 958 690 45 538 389 258
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=135
num_leaves=31
num_cat=3
split_feature=5 3 18 9 5 17 0 11 13 11 9 13 11 9 5 11 4 5 15 9 5 11 11 13 16 6 5 5 14 13
split_gain=7.71822 5.3879 5.3263 6.73369 6.71412 10.3826 5.90933 8.02878 7.32735 5.39478 8.30121 7.36924 5.36205 9.21782 5.22299 4.85092 4.47012 5.43518 6.09984 5.11268 4.83928 4.60569 4.90818 7.83486 4.98265 5.33891 4.96083 5.97951 5.07057 6.90111
threshold=-19736.499999999996 0 0.00030000000000000008 -247.49999999999997 -19304.999999999996 0.15320000000000003 1 -4437.4999999999991 87168.150000000009 -4189.4999999999991 -2772.4999999999995 128241.00000000001 -8727.4999999999982 -483.49999999999994 -18860.499999999996 -4437.4999999999991 2 -8576.9999999999982 0.62430000000000019 -2629.9999999999995 -18683.999999999996 -10869.999999999998 -6874.9999999999991 20524.500000000004 7.5000000000000009 0.063550000000000009 -17792.999999999996 -17115.499999999996 29864.250000000004 24345.000000000004
decision_type=2 9 10 10 2 8 1 2 10 2 8 8 2 10 2 2 1 2 8 8 2 2 2 8 8 10 2 2 2 10
left_child=-1 -2 4 9 5 -3 7 -5 -8 10 -4 -12 -13 -14 -6 -7 17 18 -16 -20 -18 -21 23 -23 -24 26 -26 -28 -29 -30
right_child=1 2 3 6 14 15 8 -9 -10 -11 11 12 13 -15 16 -17 20 -19 19 21 -22 22 24 -25 25 -27 27 28 29 -31
leaf_value=-0.0024560989994606278 -0.0022814792433309109 0.026516407541913346 0.018597692045089324 -0.00069927762930814302 -0.0058830530660919948 -0.0027556160225796224 0.012089472992967481 0.026354585462177903 -0.011072776664441491 -0.0046986546658314291 -0.0050860791592761932 -0.0064122374949084852 0.003018075264306926 0.024829576741575484 0.015339346649425541 0.01232671350307778 0.018528470279488871 -0.0077220058849047446 -0.0041269646634657306 0.016145937931568266 -0.00046611765207521977 0.018080763615317925 -0.0018365686815347525 -0.0022851981328505726 0.011067292040498229 0.019025529031087531 -0.0073050575293669888 0.0020681821881054648 0.012118113483349105 0.0036224281108958563
leaf_count=2002 754 28 33 21 160 76 25 26 36 579 281 73 204 25 31 44 20 51 165 29 1321 21 209 380 93 26 66 795 110 316
internal_value=0 0.0505053 0.0870774 -0.118731 0.147673 0.905717 0.657763 1.50601 -0.0384348 -0.208863 0.0309008 -0.0701184 0.324573 0.572327 0.121711 0.379328 0.144012 0.227938 0.253494 0.230519 -0.0225317 0.269541 0.251711 -0.10221 0.32488 0.387263 0.362078 0.313668 0.357986 0.628595
internal_count=8000 5998 5244 1303 3941 148 108 47 61 1195 616 583 302 229 3793 120 3633 2292 2241 2210 1341 2045 2016 401 1615 1406 1380 1287 1221 426
cat_boundaries=0 1 2 3
cat_threshold=2 2 16
shrinkage=0.01


Tree=136
num_leaves=31
num_cat=1
split_feature=5 0 6 13 19 18 13 16 14 13 13 14 18 9 9 18 13 9 16 9 17 6 5 11 5 14 9 11 11 16
split_gain=7.64222 7.13586 6.34831 5.2961 5.95649 5.82431 4.92002 6.77025 4.46219 4.42971 5.08008 4.19512 4.37448 5.12367 4.84796 4.69652 4.54502 4.743 8.67624 11.1886 5.66989 3.93129 3.91942 4.05122 6.61415 6.03387 5.66975 5.3772 7.36094 5.20919
threshold=-12120.499999999998 0 0.015150000000000002 31545.000000000004 1.5000000000000002 0.0050500000000000015 65876.872500000012 4.5000000000000009 55721.250000000007 60314.130000000012 112488.75000000001 15457.500000000002 0.0028500000000000005 -361.49999999999994 -2492.4999999999995 0.0053500000000000015 1220625.0000000002 -1275.4999999999998 8.5000000000000018 -1664.4999999999998 0.36660000000000004 0.32790000000000002 -22383.499999999996 -9072.9999999999982 -17595.499999999996 31599.000000000004 -1494.4999999999998 -2514.4999999999995 -4472.4999999999991 14.500000000000002
decision_type=2 1 10 10 2 10 10 8 2 8 8 2 10 10 10 8 8 10 10 10 8 8 2 2 2 2 8 2 2 8
left_child=1 3 -3 5 9 22 7 -6 11 -5 -11 -8 16 14 -14 -16 17 18 -13 20 -20 -4 -1 -24 25 27 -26 28 -25 -27
right_child=-2 2 21 4 6 -7 8 -9 -10 10 -12 12 13 -15 15 -17 -18 -19 19 -21 -22 -23 23 24 26 29 -28 -29 -30 -31
leaf_value=-0.0054230044949673808 0.0016787811247507781 -0.0011660684330829718 -0.0064148540117515366 0.016255052269044633 0.012061804665342462 -0.0041966947540669555 -0.0067214792943239756 -0.0087979997651537519 -0.010722424093494198 -0.010987488671428281 0.0067748614578512709 -0.00096485617351692169 0.016845371939539673 0.02036657949618001 0.016286248708392501 -0.003456353336036457 -0.0090657886909673285 -0.0020621001930267689 0.021261727845303606 0.033465267314584775 -0.0019981342999536621 0.010722613730469467 -0.0038862081345243139 0.011923617108331053 -0.0065938028758370125 -0.011090716713781435 0.005745296455621076 0.0058895011604208191 0.034624335472352996 0.011789502814914745
leaf_count=44 1804 3546 701 27 27 112 116 200 63 28 76 146 34 25 20 106 72 307 20 24 44 22 57 30 58 20 209 22 20 20
internal_value=0 -0.0777798 -0.177801 0.0943027 -0.0488874 0.337002 -0.142839 -0.647328 -0.0266369 0.612573 0.245719 0.0359242 0.127975 0.64763 0.355164 0.0051363 -0.0198171 0.0957596 0.496109 1.36406 0.539449 -0.573466 0.473119 0.553655 0.650477 1.24993 0.376469 1.73256 2.28629 0.260227
internal_count=8000 6196 4269 1927 1335 592 1204 227 977 131 104 914 798 185 160 126 613 541 234 88 64 723 480 436 379 112 267 72 50 40
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=137
num_leaves=31
num_cat=2
split_feature=5 4 15 14 17 14 14 11 5 16 15 18 13 5 13 9 4 11 13 13 9 13 11 11 5 5 5 6 14 9
split_gain=7.53556 4.91045 5.55252 4.28034 4.24239 5.42306 7.63874 6.30499 5.00065 6.17457 5.09115 9.34721 8.30749 6.80351 6.5216 6.40063 10.1685 5.96732 6.0895 5.4661 4.87217 12.0384 5.06874 7.07911 4.1333 6.74105 4.12689 8.79213 5.45999 4.74916
threshold=-18480.999999999996 0 0.85300000000000009 46980.000000000007 0.16400000000000003 16569.000000000004 17174.250000000004 -9072.9999999999982 -22383.499999999996 12.500000000000002 0.67005000000000015 1.0000000180025095e-35 461439.00000000006 -20296.999999999996 68460.300000000017 -1045.4999999999998 1 -4763.4999999999991 44988.750000000007 44988.750000000007 -2335.9999999999995 202497.75000000003 -4437.4999999999991 -3181.4999999999995 -22923.499999999996 -23639.999999999996 -16688.499999999996 0.055400000000000012 13405.500000000002 -516.49999999999989
decision_type=2 1 10 2 10 2 2 2 2 10 10 8 8 2 8 10 1 2 10 10 8 10 2 2 2 2 2 10 2 8
left_child=4 2 -2 26 5 -1 -7 24 9 -9 11 17 -12 -14 15 -13 -17 -10 -19 -18 21 -16 -22 -24 25 -8 27 28 -3 -30
right_child=1 3 -4 -5 -6 6 7 8 10 -11 12 14 13 -15 20 16 19 18 -20 -21 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0049444695462127789 0.0016229478733902571 0.019475258332506365 -0.0064328087770523616 -0.0053843098489140383 -0.00845031418759188 0.015299639219212124 -0.01057020129215637 -0.0073154683213339034 0.032347247796183067 0.013181380383253725 -0.0094467772760994037 0.0011672957835899655 -0.010618906201237278 0.018961220695055583 -0.0052923220778657507 0.00042824647345153093 0.015260850568573134 0.023570354840324281 -0.004626016332523848 0.040632880730761357 -0.0076710818423893793 0.033758378589891225 0.011522038593480763 -0.002769189440432931 -0.0069299894306294194 0.012734543530871577 -0.00093951807724368494 0.02637436849812011 -0.0035879365732303602 0.0072106895259428875
leaf_count=653 3200 22 137 268 199 42 43 223 23 29 156 115 23 32 38 33 24 20 26 20 177 25 66 182 409 56 1480 23 178 78
internal_value=0 0.0615636 0.138027 -0.08127 -0.199129 -0.154501 -0.0386213 -0.0860539 0.0661819 -0.479763 0.191764 0.337268 -0.398311 0.897992 0.190668 0.793176 1.54055 1.67767 0.860445 2.66929 -0.0617701 1.09499 -0.201156 0.130945 -0.501648 0.30683 -0.0215458 0.389523 0.201167 0.0379861
internal_count=8000 5386 3337 2049 2614 2415 1762 1720 1212 252 960 749 211 55 680 192 77 69 46 44 488 63 425 248 508 99 1781 301 278 256
cat_boundaries=0 1 2
cat_threshold=16 16
shrinkage=0.01


Tree=138
num_leaves=31
num_cat=1
split_feature=5 17 11 0 5 6 9 6 9 7 14 14 16 14 13 13 11 9 15 14 14 5 17 11 11 8 5 14 14 13
split_gain=7.4599 5.1896 5.62158 5.08091 10.0622 7.62913 6.80211 6.16403 5.6898 5.33581 5.33256 5.10217 5.07012 4.93222 12.5964 6.76784 6.08898 4.78211 4.75481 10.0976 4.33731 4.11424 8.31652 3.845 5.28144 7.36058 6.94552 4.64297 5.79342 8.0856
threshold=-14389.499999999998 0.16400000000000003 -11707.999999999998 0 -15659.999999999998 0.025250000000000005 -2890.4999999999995 0.015150000000000002 -656.49999999999989 1.0000000180025095e-35 16569.000000000004 36929.250000000007 28.500000000000004 21777.750000000004 59688.000000000007 472477.50000000006 -6425.9999999999991 -563.49999999999989 0.65045000000000008 26592.750000000004 26649.000000000004 -14281.499999999998 0.20660000000000003 -760.49999999999989 -5671.4999999999991 1.5000000000000002 -18176.499999999996 11549.250000000002 29738.250000000004 35057.250000000007
decision_type=2 10 2 1 2 10 10 10 10 2 2 2 8 2 10 8 2 10 8 2 2 2 8 2 2 8 2 2 2 8
left_child=1 2 -1 4 5 9 -6 8 12 23 -10 -7 -5 14 -12 -15 -16 20 19 -14 -11 22 -2 24 27 -26 -27 -4 29 -29
right_child=21 -3 3 7 6 11 -8 -9 10 17 13 -13 18 15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0063989199780056542 -0.0030726436324837619 -0.0059135625064954027 0.019759148606327638 -0.0065696296664997482 0.0067477389332895798 0.018217679575819285 -0.0082808573894295051 -0.0068312639070566075 -0.0043550436969223144 0.017247241187564592 0.032436716876109876 -0.00077923395998224555 -0.0040205035944415489 -0.0003142480869100744 0.018353062543538249 0.012587031665981708 -0.0049022057099788576 -0.0061915725618461384 -0.0015276620685907355 0.024099215990721682 0.002802759038532463 0.00096423323917681734 0.022187444468576473 0.0074310351208555069 -0.0051990376599804324 0.017635415451960391 -0.0063516639114194282 0.01656487163755271 0.0074340808169669767 -0.0065893390653085672
leaf_count=322 33 386 22 355 36 63 207 406 134 44 23 27 43 282 25 60 42 20 1516 30 33 3084 30 81 348 25 20 22 145 136
internal_value=0 -0.111136 -0.075996 -0.0412075 0.142183 0.298871 -0.520811 -0.143853 -0.0778029 0.200864 0.235735 1.29246 -0.19551 0.424524 1.165 0.221716 0.306837 0.856704 -0.0974886 0.832907 1.16334 0.112593 0.992507 0.0867735 -0.00967006 -0.292386 0.808071 0.343062 0.222386 -0.28439
internal_count=8000 4853 4467 4145 1229 986 243 2916 2510 896 566 90 1944 432 90 342 67 97 1589 73 77 3147 63 799 718 393 45 325 303 158
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=139
num_leaves=31
num_cat=1
split_feature=5 0 6 7 18 9 6 6 6 15 14 11 15 5 5 5 14 16 9 14 17 14 19 11 6 17 14 15 11 13
split_gain=7.35852 6.85091 6.17804 5.17285 4.82898 4.8704 3.86141 3.83996 8.36666 5.77214 5.51417 4.9377 5.35711 5.05554 5.12285 4.57872 6.1769 3.76407 4.60259 4.66877 6.80657 6.29262 6.43992 6.89976 7.24244 6.31698 5.48658 9.95649 5.3715 4.47197
threshold=-12120.499999999998 0 0.015150000000000002 1.0000000180025095e-35 0.033350000000000012 -563.49999999999989 0.32790000000000002 0.00065000000000000008 0.0033500000000000001 0.87260000000000015 26453.250000000004 -9808.4999999999982 0.63085000000000013 -21758.999999999996 -23382.999999999996 -22923.499999999996 19734.750000000004 8.5000000000000018 -96.499999999999986 29223.000000000004 0.16400000000000003 25323.750000000004 2.5000000000000004 -8593.9999999999982 0.026050000000000004 0.029200000000000004 31468.500000000004 0.65695000000000003 -1361.4999999999998 541800.00000000012
decision_type=2 1 10 2 10 10 10 8 8 10 2 2 8 2 2 2 2 8 10 2 10 2 2 2 10 8 2 10 2 8
left_child=1 3 7 17 5 -5 -4 -3 10 11 -9 13 -13 14 -10 -16 -17 -1 19 21 26 22 23 -19 25 -25 27 -21 -28 -27
right_child=-2 2 6 4 -6 -7 -8 8 9 -11 -12 12 -14 -15 15 16 -18 18 -20 20 -22 -23 -24 24 -26 29 28 -29 -30 -31
leaf_value=-0.0032149047058532775 0.0016443730739894578 -0.007479047420505279 -0.006359325733241457 0.0089928887102799383 -0.010949989844154517 -0.0035700278278021891 0.010575694890922003 0.0023185549951199899 -0.010559963344737654 0.016367044333606359 0.020764975300218175 0.01249842706229295 -0.001059325773754245 -0.0092557223344917512 0.023836926305506292 0.013758989635378135 -0.010555544278131006 -0.0073460384686262368 0.010613097640178639 0.0050077308084010763 -0.010793769888608248 -0.0088927649194854141 -0.0063853799188234228 -0.0070202376688193778 0.021024916227789316 0.0015606765186061806 0.00020480928326575463 0.031855669801973685 0.0092794101036916231 0.011814632926258782
leaf_count=413 1804 152 701 142 23 41 22 60 55 33 36 37 2787 279 23 41 43 92 34 62 55 131 164 63 29 135 371 20 84 68
internal_value=0 -0.0764967 -0.174793 0.0919096 0.536755 0.669368 -0.56752 -0.114596 -0.0878373 -0.122616 1.01869 -0.138181 -0.0843595 -0.577272 0.0589568 0.628241 0.140065 0.015674 0.101407 0.055222 0.280553 -0.153956 0.0126411 0.248789 0.477083 0.298445 0.385515 1.17473 0.228474 0.579403
internal_count=8000 6196 4269 1927 206 183 723 3546 3394 3298 96 3265 2824 441 162 107 84 1721 1308 1274 592 682 551 387 295 266 537 82 455 203
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=140
num_leaves=31
num_cat=4
split_feature=11 0 16 2 9 13 17 16 16 3 13 18 15 9 9 7 11 15 16 11 9 5 9 4 9 11 11 5 5 13
split_gain=7.28286 6.82357 7.52289 7.67073 7.36288 8.73926 7.13249 6.96904 6.92066 6.87796 6.69982 6.35882 6.04807 7.92707 9.30157 6.36813 8.00851 5.75224 7.26532 6.62736 5.71282 5.6942 6.91661 5.606 5.26691 5.19896 5.18819 4.98704 4.97728 4.80921
threshold=-11707.999999999998 0 8.5000000000000018 1 -236.49999999999997 78392.250000000015 0.062000000000000006 21.500000000000004 8.5000000000000018 2 1047735.0000000001 0.00085000000000000017 0.65045000000000008 -1494.4999999999998 -864.49999999999989 1.5000000000000002 -2959.4999999999995 0.74195000000000011 5.5000000000000009 -4401.4999999999991 -172.49999999999997 -18348.999999999996 -1084.4999999999998 3 -50.499999999999993 -196.49999999999997 -881.49999999999989 -10657.499999999998 -10016.499999999998 225002.25000000003
decision_type=2 1 8 1 10 10 10 8 8 9 10 10 8 8 8 2 2 10 10 2 10 2 8 1 8 2 2 2 2 10
left_child=-1 2 3 17 7 6 11 25 -7 -9 29 20 13 -11 -15 23 -17 18 19 21 -6 -2 -23 27 -22 -3 -20 -14 -29 -4
right_child=1 4 10 -5 5 8 -8 9 -10 12 -12 -13 15 14 -16 16 -18 -19 26 -21 24 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.006238458246233594 -0.0025664699192666472 -0.0048616713565625171 0.0020822170162730063 -0.0081510432729564111 0.021113083200476803 0.016241282750770209 -0.010981137981776155 -0.003861597590656754 -0.0026289521289927526 -0.0070556916818666059 -0.0063306128582308894 0.02721318145270063 0.00011390790223123362 0.027591678220153844 0.0043927848174491954 -0.002297891865150115 0.023315157059693239 -0.0077031501622985381 -0.0064500454297771381 0.0019182535065407149 -0.001599280579619696 0.0064043335592483611 0.032322480012809116 -0.0021654436173111887 0.016398117499839878 0.010399571975498519 0.010517678995711155 0.010318345574470407 0.00091437738839831206 0.0064910437558495715
leaf_count=354 22 900 1573 206 30 26 20 618 212 37 106 22 1190 32 57 34 28 99 123 95 53 24 31 1484 21 30 23 84 104 362
internal_value=0 0.0169723 0.151478 -0.21391 -0.0707723 0.37336 0.979163 -0.118151 -0.054343 -0.0466839 0.241678 1.22515 0.02962 0.793968 1.32703 -0.00535714 1.12141 0.0684243 0.291451 0.795771 0.88461 1.63166 2.17929 -0.0324971 0.426524 -0.426568 -0.301607 0.117296 0.537347 0.283516
internal_count=8000 7646 2664 623 4982 384 146 4598 238 3668 2041 126 3050 126 89 2924 62 417 318 172 104 77 55 2862 74 930 146 1378 188 1935
cat_boundaries=0 1 2 3 4
cat_threshold=2 2 50 16
shrinkage=0.01


Tree=141
num_leaves=31
num_cat=2
split_feature=5 16 11 7 2 15 14 14 6 11 13 13 9 9 5 11 3 9 11 5 13 6 5 11 11 18 5 14 5 16
split_gain=7.17864 4.75587 7.90013 5.38567 4.95649 4.92883 4.16891 6.84708 6.16112 5.10789 6.03211 8.52683 7.08717 5.4628 6.57271 4.03563 4.0287 4.51034 4.37464 5.30368 3.983 5.44064 5.97666 3.89768 4.08457 4.62027 4.45188 4.53293 3.82483 3.81602
threshold=-18480.999999999996 7.5000000000000009 -9474.4999999999982 1.0000000180025095e-35 0 0.8791500000000001 16569.000000000004 17174.250000000004 0.019050000000000001 -4437.4999999999991 25951.500000000004 18544.500000000004 -1084.4999999999998 -800.49999999999989 -20155.499999999996 -4036.9999999999995 1 -2642.4999999999995 -9214.4999999999982 -18348.999999999996 153644.85000000003 0.0033500000000000001 -12831.499999999998 -4687.4999999999991 -6534.4999999999991 0.22490000000000002 -11621.999999999998 35813.250000000007 -20003.499999999996 64.500000000000014
decision_type=2 8 2 2 1 10 2 2 10 2 8 10 8 8 2 2 9 8 2 2 8 10 2 2 2 8 2 2 2 8
left_child=6 2 -2 5 23 16 28 -8 9 29 11 -11 15 14 -14 -12 17 -3 -18 -20 21 -19 -23 24 25 -4 27 -26 -1 -9
right_child=1 3 4 -5 -6 -7 7 8 -10 10 12 -13 13 -15 -16 -17 18 20 19 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.003081921056244716 0.01669503296770572 0.010599469268026716 -0.010793623023979982 0.0039182616939698696 -0.0070777378566918726 -0.0088483400852838578 0.013300752115621617 -0.0070609956097025519 -0.0077020400239656622 0.00086189919094004682 0.010912706052756944 0.028502646077785604 0.029353705605351849 0.002111509491460572 0.0013816735542011116 -0.0071042732621151208 -0.0038690583465197286 -0.0035293808382610521 0.013630541235296698 0.0012328378390908939 -0.0078933013932234054 -0.0046320531461124023 0.020669388596164014 -0.0031478860827486403 0.02157524974075865 0.0066544685306332363 -0.0011975448935111345 0.0011008301377823922 -0.010713922741712288 -0.00094435742955124196
leaf_count=538 31 35 52 501 258 101 45 245 294 39 27 25 30 261 23 222 235 205 34 3195 208 27 23 341 39 41 35 25 152 713
internal_value=0 0.0598508 -0.206211 0.0995775 -0.278263 0.0525057 -0.195065 -0.0979859 -0.141571 -0.0497592 0.218124 1.3058 0.0806691 0.413038 1.59021 -0.514617 0.0681004 -0.219424 0.105492 0.138743 -0.379643 -0.0789149 0.986057 -0.0732671 0.350236 -0.262144 0.8322 1.43608 -0.488355 -0.254467
internal_count=8000 5386 822 4564 791 4063 2614 1924 1879 1585 627 64 563 314 53 249 3962 498 3464 3229 463 255 50 533 192 93 99 64 690 958
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=142
num_leaves=31
num_cat=4
split_feature=11 0 16 2 9 13 17 16 3 16 13 18 15 9 9 7 11 15 16 11 4 9 5 9 9 11 11 5 5 13
split_gain=7.12917 6.69281 7.28081 7.53118 7.18743 8.46485 6.91794 6.82292 6.73508 6.72262 6.5643 5.99753 5.88809 7.68412 8.81683 6.14672 7.62295 5.63892 7.05806 6.2445 5.47463 5.43586 5.29027 6.43573 5.09761 5.09266 5.08754 4.84956 4.81692 4.68291
threshold=-11707.999999999998 0 8.5000000000000018 1 -236.49999999999997 78392.250000000015 0.062000000000000006 21.500000000000004 2 8.5000000000000018 1047735.0000000001 0.00085000000000000017 0.65045000000000008 -1494.4999999999998 -864.49999999999989 1.5000000000000002 -2959.4999999999995 0.74195000000000011 5.5000000000000009 -4401.4999999999991 3 -172.49999999999997 -18348.999999999996 -1084.4999999999998 -50.499999999999993 -196.49999999999997 -881.49999999999989 -10657.499999999998 -10016.499999999998 225002.25000000003
decision_type=2 1 8 1 10 10 10 8 9 8 10 10 8 8 8 2 2 10 10 2 1 10 2 8 8 2 2 2 2 10
left_child=-1 2 3 17 7 6 11 25 -9 -7 29 21 13 -10 -15 20 -17 18 19 22 27 -6 -2 -24 -23 -3 -20 -14 -29 -4
right_child=1 4 10 -5 5 9 -8 8 12 -11 -12 -13 15 14 -16 16 -18 -19 26 -21 -22 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0061982029558943427 -0.0024998978167471604 -0.0048274356067866519 0.0020508923058431051 -0.0081073480046481589 0.020524179148020082 0.015885611085330181 -0.010971421207499331 -0.0038331400738138045 -0.0070294010149225469 -0.0026121791104463349 -0.0063004590411437772 0.026359161954592095 0.00010556719147371007 0.026754040280926691 0.0043259952035831955 -0.0022972554928669246 0.022573914917283777 -0.007668608336534757 -0.0064180837267382761 0.0019245216119533398 -0.0021485324096607653 -0.001594289521324543 0.0061763463158078557 0.030926461213078259 0.016050787440997388 0.010222756548427823 0.010347510139734116 0.010121341251125682 0.00089195834260913137 0.0063916859783619785
leaf_count=354 22 900 1573 206 30 26 20 618 37 212 106 22 1190 32 57 34 28 99 123 95 1484 53 24 31 21 30 23 84 104 362
internal_value=0 0.0166552 0.14976 -0.210553 -0.0703205 0.367753 0.9608 -0.117245 -0.0466424 -0.0541795 0.238203 1.19984 0.0287635 0.780495 1.29962 -0.00586916 1.0951 0.0681174 0.287734 0.781761 -0.0326747 0.868369 1.58339 2.09864 0.419888 -0.42324 -0.299064 0.11512 0.528268 0.279417
internal_count=8000 7646 2664 623 4982 384 146 4598 3668 238 2041 126 3050 126 89 2924 62 417 318 172 2862 104 77 55 74 930 146 1378 188 1935
cat_boundaries=0 1 2 3 4
cat_threshold=2 2 50 16
shrinkage=0.01


Tree=143
num_leaves=31
num_cat=5
split_feature=11 17 0 9 13 16 16 3 16 2 13 6 11 16 9 14 13 14 11 15 9 2 9 5 5 4 11 14 11 14
split_gain=7.02359 6.56316 7.23762 7.40835 7.8782 6.8185 6.66146 6.60036 6.00699 7.48187 6.22296 7.07181 5.98105 5.89362 6.4315 6.22183 8.43376 7.40898 5.74092 5.73291 7.63985 8.7189 9.07639 5.83196 6.48119 7.38551 6.9911 6.01848 7.95132 7.23718
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 78392.250000000015 21.500000000000004 8.5000000000000018 1 8.5000000000000018 2 1047735.0000000001 0.097600000000000006 -196.49999999999997 4.5000000000000009 -2422.4999999999995 29049.750000000004 672502.50000000012 24466.500000000004 -7868.9999999999991 0.65045000000000008 -1494.4999999999998 3 -818.49999999999989 -16821.999999999996 -16578.499999999996 4 -6095.4999999999991 22020.750000000004 -9006.4999999999982 19968.750000000004
decision_type=2 10 1 10 10 8 8 9 8 1 10 10 2 10 10 2 8 2 2 8 8 1 10 2 2 1 2 2 2 2
left_child=-1 2 8 5 18 12 -6 -7 9 13 11 -10 -4 15 -15 16 17 -2 -5 20 -9 22 -22 -21 26 -26 -25 28 -27 -30
right_child=1 -3 3 4 6 7 -8 19 10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 23 21 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=-0.0061702052014168318 0.0092878393403390373 -0.0056002315683727879 -0.0048559577851369062 0.027868752148381828 0.016200957410787507 -0.0037029110300233936 -0.0023501426876742833 -0.0070003991479666676 0.0027216333380475004 -0.0078763373123172629 -0.00607996277266111 0.019358624824420249 0.012205891855310217 0.0070729087854225362 -0.0072723643279938846 0.00011293813359395626 -0.0055115487890673434 0.035486325094443952 0.0073761532879836412 -0.0021393695111735114 0.029933236147665604 -0.0026893237032602404 0.0011682211816347763 -0.0032834163640300309 -0.0071487360797585367 0.022460488032360254 0.02586281143707669 -0.00017840031354782618 0.0015401946658910029 0.011817238783980104
leaf_count=354 31 309 850 20 25 605 204 37 1837 189 101 29 26 57 149 116 21 22 124 1382 37 30 21 20 129 23 28 765 374 85
internal_value=0 0.0164099 0.0361043 -0.0559665 0.392313 -0.104885 -0.0239839 -0.0339381 0.176722 -0.160788 0.257184 0.297453 -0.420412 0.119514 -0.31295 0.582669 1.34908 2.08047 0.961666 0.041315 0.784256 1.30158 2.05404 0.00663877 0.138014 0.0997433 1.48069 0.173672 0.453185 0.356167
internal_count=8000 7646 7337 4785 373 4412 229 3536 2552 585 1967 1866 876 396 206 190 74 53 144 2931 125 88 58 2806 1424 1376 48 1247 482 459
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 50 2 2 4
shrinkage=0.01


Tree=144
num_leaves=31
num_cat=5
split_feature=11 17 0 9 13 16 3 13 11 16 2 13 6 11 16 9 14 13 14 16 14 17 15 9 2 9 5 5 4 11
split_gain=6.91947 6.45897 7.09254 7.25211 7.64566 6.70969 6.50916 6.4887 6.21406 5.87645 7.38352 6.10254 6.80068 5.84836 5.75793 6.32132 6.00292 8.07937 6.9551 5.65065 6.73121 9.76585 5.58468 7.4124 8.35404 8.56903 5.71948 6.26193 7.26502 6.64463
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 78392.250000000015 21.500000000000004 1 472477.50000000006 -4472.4999999999991 8.5000000000000018 2 1047735.0000000001 0.097600000000000006 -196.49999999999997 4.5000000000000009 -2422.4999999999995 29049.750000000004 672502.50000000012 22632.750000000004 2.5000000000000004 35991.000000000007 0.21380000000000002 0.65045000000000008 -1494.4999999999998 3 -818.49999999999989 -16821.999999999996 -16578.499999999996 4 -6095.4999999999991
decision_type=2 10 1 10 10 8 9 8 2 8 1 10 10 2 10 10 2 8 2 10 2 8 8 8 1 10 2 2 1 2
left_child=-1 2 9 5 -5 13 -7 -6 -9 10 14 12 -11 -4 16 -16 17 18 -2 -18 -21 -22 23 -8 25 -25 -24 29 -29 -28
right_child=1 -3 3 4 7 6 22 8 -10 11 -12 -13 -14 -15 15 -17 19 -19 -20 20 21 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=-0.0061422055034704168 0.0074034779918175572 -0.0055707902661389632 -0.0048274416082778084 0.0094529885130804209 -0.0035342953198959125 -0.0036828575569974793 -0.006971396770949486 -0.0051637725054613191 0.018781333569278129 0.0026888962811679219 -0.0078492685311844796 -0.0060488230708898132 0.018887374090475084 0.01196758190112202 0.006962368984630163 -0.0072432610977690446 -0.010885518660050997 -0.005479735542803124 0.032404974924285665 -0.010939503847268266 -0.004530395143653854 0.028571809686786659 -0.0021219744131005429 0.028998558550819568 -0.002668270009529689 0.001155448283393346 -0.0032596977979454057 -0.0071185688118240928 0.0017170744218438902 0.02506712622526866
leaf_count=354 27 309 850 144 179 605 37 22 28 1837 189 101 29 26 57 149 43 21 26 22 25 26 1382 37 30 21 20 129 1247 28
internal_value=0 0.016168 0.0356571 -0.055561 0.387249 -0.104066 -0.033771 -0.0237627 1.00159 0.17472 -0.159445 0.25412 0.293817 -0.417726 0.118166 -0.310655 0.574094 1.32118 2.02589 0.0111798 0.642373 1.39193 0.0408806 0.772068 1.27638 2.00326 0.00656356 0.136482 0.0986685 1.44808
internal_count=8000 7646 7337 4785 373 4412 3536 229 50 2552 585 1967 1866 876 396 206 190 74 53 116 73 51 2931 125 88 58 2806 1424 1376 48
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 50 2 2 4
shrinkage=0.01


Tree=145
num_leaves=31
num_cat=4
split_feature=5 3 14 17 16 14 13 6 11 5 11 14 6 9 18 6 11 0 14 14 17 11 4 2 9 11 11 13 11 11
split_gain=6.81734 4.96365 5.09708 5.65522 4.67708 5.59385 6.12418 5.93613 5.5838 5.25895 5.134 4.58259 6.72878 6.45492 6.53174 4.437 5.26174 5.01877 4.43873 7.35084 4.63114 8.50408 5.44103 8.79342 4.58503 4.87555 10.6851 5.04761 4.52283 11.2369
threshold=-19736.499999999996 0 13286.250000000002 0.042800000000000012 25.500000000000004 17174.250000000004 44988.750000000007 0.00085000000000000017 -196.49999999999997 -19561.499999999996 -6703.9999999999991 20859.750000000004 0.074450000000000002 -818.49999999999989 0.00085000000000000017 0.0028500000000000005 -9136.4999999999982 1 19734.750000000004 21892.500000000004 1.0000000180025095e-35 -4658.9999999999991 2 3 -483.49999999999994 -725.99999999999989 -1135.9999999999998 450002.25000000006 -5264.4999999999991 -5102.4999999999991
decision_type=2 9 2 10 8 2 8 8 2 2 2 2 10 8 10 8 2 1 2 2 8 2 1 1 8 2 2 10 2 2
left_child=-1 -2 -3 4 8 6 10 -7 -4 -9 -6 12 13 -5 -15 -11 17 -17 -18 20 21 -20 23 -22 28 26 27 -26 -21 -30
right_child=1 2 3 11 5 7 -8 9 -10 15 -12 -13 -14 14 -16 16 18 -19 19 24 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0023317756425388384 -0.0022166209108774198 -0.0024514495459242347 -0.00050179867153171459 -0.0085145148575192318 0.025176751591923865 -0.0091323567473531563 0.0038242413373843231 0.014288847091628434 0.010280590537190023 0.012016256068017109 0.0082745113085047825 -0.003109622929552558 0.021683801985124554 0.021534995437729579 -0.0026172329931486637 0.004630922594183207 -0.0028526768242573592 -0.0095158866221810561 0.032486934907629987 -0.0036420917056111542 0.028880714071161294 0.0046884728519220901 0.0016870925909119273 -0.0005411962004013333 0.0023466502920159418 -0.003212724542959392 0.017643165624976344 0.01365458837316047 0.023498127387587119 0.00081163404319789815
leaf_count=2002 754 536 1361 64 25 57 251 42 50 43 52 671 24 24 30 41 173 126 21 293 22 23 97 21 388 79 46 40 22 622
internal_value=0 0.0468 0.0817584 0.118988 0.167627 0.249226 0.635699 0.185998 -0.00115805 0.213448 1.38695 -0.174753 0.423559 0.0537247 0.88256 0.190905 0.167609 -0.49012 0.21104 0.2628 0.858444 1.74857 0.574079 1.54207 0.183929 0.390226 0.503425 0.341165 0.023079 0.173495
internal_count=8000 5998 5244 4708 3895 2484 328 2156 1411 2099 77 813 142 118 54 2057 2014 167 1847 1674 184 44 140 43 1490 553 474 428 937 644
cat_boundaries=0 1 2 3 4
cat_threshold=2 2 1 2
shrinkage=0.01


Tree=146
num_leaves=31
num_cat=5
split_feature=11 17 0 9 13 16 3 16 2 13 6 11 16 9 14 13 14 16 13 15 9 2 9 5 5 4 11 14 11 14
split_gain=6.77412 6.33317 6.94214 7.05219 7.48284 6.57536 6.37182 5.71034 7.29202 5.96968 6.54452 5.66268 5.63247 6.2176 5.79414 7.74654 6.5001 5.57151 6.5686 5.42395 7.18759 7.96369 8.05707 5.55806 6.03997 7.122 6.28715 5.81787 7.60045 6.88149
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 17654.175000000003 21.500000000000004 1 8.5000000000000018 2 1047735.0000000001 0.097600000000000006 -196.49999999999997 4.5000000000000009 -2422.4999999999995 29049.750000000004 672502.50000000012 22632.750000000004 2.5000000000000004 1118250.0000000002 0.65045000000000008 -1494.4999999999998 3 -818.49999999999989 -16821.999999999996 -16578.499999999996 4 -6095.4999999999991 22020.750000000004 -9006.4999999999982 19968.750000000004
decision_type=2 10 1 10 10 8 9 8 1 10 10 2 10 10 2 8 2 10 8 8 8 1 10 2 2 1 2 2 2 2
left_child=-1 2 7 5 -5 11 -7 8 12 10 -9 -4 14 -14 15 16 -2 -16 -19 20 -8 22 -22 -21 26 -26 -25 28 -27 -30
right_child=1 -3 3 4 -6 6 19 9 -10 -11 -12 -13 13 -15 17 -17 -18 18 -20 23 21 -23 -24 24 25 27 -28 -29 29 -31
leaf_value=-0.0061024450984238365 0.0073010224622637445 -0.0055354874592238338 -0.0047923249190993831 0.022402460500646943 0.0026027058257003721 -0.0036539490055703229 -0.0069483231192887076 0.0026507273686531868 -0.0078194585454541207 -0.0060145963510752657 0.018430431565500872 0.011626089428868145 0.006866453810150718 -0.0072115183426092943 -0.010876816487991617 -0.0054417807242551023 0.031294517735785517 -0.00048824608939376324 0.024852899638830493 -0.0020998662336327639 0.028025575305679055 -0.0026381847083498102 0.0011361473321795724 -0.0032326575332583458 -0.007086790649126316 0.021780337532958272 0.024235931830763894 -0.00019862654536322117 0.0014938280303852408 0.011455128927901334
leaf_count=354 27 309 850 20 353 605 37 1837 189 101 29 26 57 149 43 21 26 52 21 1382 37 30 21 20 129 23 28 765 374 85
internal_value=0 0.0158314 0.0350725 -0.0552527 0.380568 -0.103207 -0.0337219 0.172518 -0.157391 0.250573 0.289644 -0.414505 0.117798 -0.307792 0.567173 1.29587 1.97558 0.0121113 0.635126 0.0400331 0.758328 1.24975 1.9493 0.00610125 0.1339 0.0965783 1.41356 0.168551 0.442288 0.347073
internal_count=8000 7646 7337 4785 373 4412 3536 2552 585 1967 1866 876 396 206 190 74 53 116 73 2931 125 88 58 2806 1424 1376 48 1247 482 459
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 50 2 2 4
shrinkage=0.01


Tree=147
num_leaves=31
num_cat=4
split_feature=11 17 0 9 13 16 16 3 16 2 13 6 11 16 9 14 13 14 16 14 17 11 14 14 15 9 2 9 5 5
split_gain=6.67341 6.23243 6.8031 6.90438 7.3397 6.47006 6.37541 6.28383 5.58688 7.19563 5.85457 6.29999 5.53925 5.50305 6.11164 5.59539 7.43186 6.09326 5.48073 6.48052 9.17396 5.35476 5.40762 11.3398 5.2856 6.97864 7.64169 7.62805 5.45092 5.84027
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 78392.250000000015 21.500000000000004 8.5000000000000018 1 8.5000000000000018 2 1047735.0000000001 0.097600000000000006 -196.49999999999997 4.5000000000000009 -2422.4999999999995 29049.750000000004 672502.50000000012 24466.500000000004 2.5000000000000004 35991.000000000007 0.21380000000000002 -7868.9999999999991 18708.750000000004 23654.250000000004 0.65045000000000008 -1494.4999999999998 3 -818.49999999999989 -16821.999999999996 -16578.499999999996
decision_type=2 10 1 10 10 8 8 9 8 1 10 10 2 10 10 2 8 2 10 2 8 2 2 2 8 8 1 10 2 2
left_child=-1 2 8 5 21 12 -6 -7 9 13 11 -10 -4 15 -15 16 17 -2 -17 -20 -21 -5 -23 -24 25 -9 27 -27 -26 -30
right_child=1 -3 3 4 6 7 -8 24 10 -11 -12 -13 -14 14 -16 18 -18 -19 19 20 -22 22 23 -25 28 26 -28 -29 29 -31
leaf_value=-0.0060744438064185237 0.008782694578035391 -0.0055061262769958135 -0.0047639549604028232 0.026494842030433792 0.015637858438754888 -0.0036340854598028577 -0.002356259155656985 -0.0069193100007503994 0.0026189930876285199 -0.0077923588948084826 -0.0059835503112267213 0.017996966220042095 0.011405095274708179 0.0067603682614718339 -0.0071824099002199149 -0.010867489677996039 -0.0054101341156869666 0.031922106842546094 -0.010928610364533938 -0.004526583574734025 0.027347878490474688 -0.0032403553836733811 0.028420346904488417 0.0039047135952864206 -0.0020827215344959844 0.027197678159750525 -0.0026174301937654534 0.001123755361397094 0.013833978898358917 0.00095540763003267991
leaf_count=354 31 309 850 20 25 605 204 37 1837 189 101 29 26 57 149 43 21 22 22 25 26 40 21 63 1382 37 30 21 48 1376
internal_value=0 0.0155971 0.0346381 -0.0548502 0.375697 -0.1024 -0.0274546 -0.0335544 0.170568 -0.156085 0.247601 0.286122 -0.411838 0.116459 -0.305527 0.558877 1.26981 1.92574 0.0119248 0.625304 1.348 0.918475 0.702082 1.11681 0.0396136 0.746786 1.22624 1.90303 0.00603201 0.13242
internal_count=8000 7646 7337 4785 373 4412 229 3536 2552 585 1967 1866 876 396 206 190 74 53 116 73 51 144 124 84 2931 125 88 58 2806 1424
cat_boundaries=0 1 2 3 4
cat_threshold=2 50 2 2
shrinkage=0.01


Tree=148
num_leaves=31
num_cat=1
split_feature=5 17 11 9 0 5 6 9 7 6 16 14 11 6 14 14 14 13 5 9 16 5 13 5 14 11 17 16 9 5
split_gain=6.58217 4.90197 5.00744 4.36553 4.26324 10.1634 8.14078 7.02719 5.87678 5.62763 5.13736 6.14336 5.78223 4.85656 4.39331 4.10896 8.54234 6.40162 9.92082 6.65577 6.045 4.8382 4.39712 4.06664 4.0021 4.07093 3.95777 4.23423 3.85381 3.80885
threshold=-14389.499999999998 0.16400000000000003 -11707.999999999998 -50.499999999999993 0 -15659.999999999998 0.025250000000000005 -2890.4999999999995 1.0000000180025095e-35 0.015150000000000002 28.500000000000004 13533.750000000002 -400.49999999999994 0.013550000000000001 36929.250000000007 29738.250000000004 31650.750000000004 108056.25000000001 -17115.499999999996 -1285.4999999999998 14.500000000000002 -17485.499999999996 116997.75000000001 -14226.999999999998 12003.750000000002 -3351.9999999999995 1.0000000180025095e-35 13.500000000000002 -1374.4999999999998 -15773.499999999998
decision_type=2 10 2 10 1 2 10 10 2 10 8 2 2 10 2 2 2 8 2 10 10 2 10 2 2 2 8 8 10 2
left_child=1 2 -1 4 5 6 8 -7 15 10 12 -12 -6 29 -8 21 -17 -18 20 -20 22 24 -19 26 28 -26 -2 -28 -4 -13
right_child=23 -3 3 -5 9 7 14 -9 -10 -11 11 13 -14 -15 -16 16 17 18 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0061690926161937099 -0.0025469953542645802 -0.005783536559036918 0.019904914499935512 0.010478362125383825 -0.006134809940837903 0.0063641764765501822 0.017772230302542075 -0.0088607549849728812 0.0086021079005311127 -0.0067192455646739148 -0.0053210230082240493 -0.00026946569278918294 0.013269183271671803 0.020181939312157757 -0.00018056304385960148 0.016242961815890092 -0.0068986176725126759 0.0047238029330758597 0.025787273238834167 0.00090975993914902006 0.014026937952838452 -0.0078600522917607173 -0.009121540620786725 0.00085249439000749144 -0.0048675234356510989 0.0046358207265871807 0.00033582378659791729 0.019221597320856369 -0.0027006513570522147 0.0045213896116678906
leaf_count=322 31 386 21 38 434 36 62 203 95 404 328 1420 20 21 26 45 102 40 31 23 26 133 96 3052 165 89 25 39 20 267
internal_value=0 -0.105474 -0.0715266 -0.0393009 -0.0542279 0.114657 0.271961 -0.561064 0.169965 -0.149353 -0.0859143 -0.0021189 -0.490912 0.0902975 1.30103 0.0493122 0.326329 0.0938503 0.434068 1.67536 -0.0433277 -0.197628 -0.389068 0.104825 0.0613029 -0.112987 0.820327 1.29647 1.10256 0.0667113
internal_count=8000 4853 4467 4145 4107 1213 974 239 886 2894 2490 2036 454 1708 88 791 363 318 216 54 162 428 136 3147 295 254 95 64 41 1687
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=149
num_leaves=31
num_cat=2
split_feature=5 17 0 16 3 13 7 11 15 13 13 18 15 6 14 11 19 5 13 11 14 13 13 13 17 9 13 11 13 14
split_gain=6.48716 5.9697 5.59952 5.4694 5.46141 5.3467 6.39123 5.33503 4.39585 7.07039 10.7703 4.47514 4.28814 6.40131 4.64354 5.01808 8.54215 11.7705 11.5626 8.41327 7.80225 10.0758 7.40559 6.86047 6.70266 6.37525 7.0305 8.23068 7.36835 5.57629
threshold=-12542.499999999998 0.25000000000000006 0 28.500000000000004 1 1047735.0000000001 1.5000000000000002 -415.99999999999994 0.77460000000000007 40558.500000000007 23970.487500000003 0.17910000000000004 0.65045000000000008 0.00065000000000000008 13286.250000000002 -5408.9999999999991 2.5000000000000004 -15890.499999999998 29002.230000000003 -3841.4999999999995 20859.750000000004 90002.250000000015 26864.572500000006 22502.250000000004 0.14200000000000004 -1548.9999999999998 157725.00000000003 -1491.4999999999998 518206.50000000006 22745.250000000004
decision_type=2 10 1 8 9 10 2 2 8 8 10 10 8 10 2 2 2 2 8 2 2 8 8 10 8 10 8 2 10 2
left_child=1 2 5 7 -5 6 -1 -4 9 10 -2 -10 13 -6 -14 -16 17 22 -19 -20 -21 -22 23 -17 -24 -26 27 29 -28 -27
right_child=8 -3 3 4 12 -7 -8 -9 11 -11 -12 -13 14 -15 15 16 -18 18 19 20 21 -23 24 -25 25 26 28 -29 -30 -31
leaf_value=0.0011691546483315917 -0.007827876584766736 -0.0075243234549665821 -0.0056906675383042483 -0.0040496947550464832 -0.0069922055279633358 -0.0064303254992246293 0.01450807993032258 0.0077315955850291085 0.0019050540366952354 -0.003907672666407889 0.019382492928733345 0.018194718880480007 -0.0046399895922487871 0.011440086249667287 -0.0017676224377420665 0.0050334679305313115 -0.0044562185185891643 -0.0075101068370537353 0.027904358462425293 -0.0040195568545261648 0.031428756247311791 0.0070805733612664089 -0.0066131268911175604 0.030643259629784009 -0.0035942583810481266 0.019155973063376217 -0.010793370329356008 0.027602693441383386 0.013206611245263913 -0.0019317942302848343
leaf_count=1580 25 234 718 562 38 136 32 42 1655 321 31 21 385 92 1046 59 214 35 40 34 32 59 220 21 167 31 54 39 25 52
internal_value=0 -0.0786741 -0.0559675 -0.14909 -0.0775841 0.103326 0.154766 -0.470173 0.140895 -0.184089 0.804399 0.206754 0.0071319 0.654127 -0.0327678 0.0368028 0.213102 0.390721 1.0958 1.46911 1.01271 1.54459 0.10041 1.21151 -0.0632224 0.25243 0.700797 1.29957 -0.174705 0.592065
internal_count=8000 5947 5713 3965 3205 1748 1612 760 2053 377 56 1676 2643 130 2513 2128 1082 868 200 165 125 91 668 80 588 368 201 122 79 83
cat_boundaries=0 1 2
cat_threshold=2 50
shrinkage=0.01


Tree=150
num_leaves=31
num_cat=5
split_feature=11 17 0 9 13 16 13 3 11 16 2 13 6 16 9 14 13 14 16 14 17 11 11 9 15 9 2 9 4 17
split_gain=6.45534 6.00863 6.48807 6.71542 7.11981 6.23908 6.19654 6.12983 5.87072 5.39385 7.09913 5.65628 6.0477 5.38177 5.96361 5.37116 7.09034 5.76397 5.38877 6.31637 8.76065 5.33579 5.10909 5.26797 5.06332 6.77408 7.24459 7.19959 5.31351 6.26507
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 78392.250000000015 21.500000000000004 472477.50000000006 1 -4472.4999999999991 8.5000000000000018 2 1047735.0000000001 0.097600000000000006 4.5000000000000009 -2422.4999999999995 29049.750000000004 672502.50000000012 22632.750000000004 2.5000000000000004 35991.000000000007 0.21380000000000002 -196.49999999999997 -7868.9999999999991 -172.49999999999997 0.65045000000000008 -1494.4999999999998 3 -818.49999999999989 4 0.21380000000000002
decision_type=2 10 1 10 10 8 8 9 2 8 1 10 10 10 10 2 8 2 8 2 8 2 2 10 8 8 1 10 1 8
left_child=-1 2 9 5 22 21 -6 -7 -8 10 13 12 -11 15 -15 16 17 -2 -17 -20 -21 -4 -5 -24 25 -9 27 -27 -26 -30
right_child=1 -3 3 4 6 7 8 24 -10 11 -12 -13 -14 14 -16 18 -18 -19 19 20 -22 -23 23 -25 28 26 -28 -29 29 -31
leaf_value=-0.0060125908101578409 0.0069918055471741179 -0.0054400622274920363 -0.0047050770102091384 0.025758678019098744 -0.0035229603238012886 -0.0036008301734163808 -0.0051729673035813394 -0.0069204196965183687 0.017995644501030222 0.0025532018974903092 -0.0077673999705476339 -0.0059344725485835914 0.017503457446931384 0.0065952610393130431 -0.0071503578275588812 -0.010857113252105276 -0.005372550810844489 0.029240468410965365 -0.010920194399002563 -0.0045017802658325248 0.026541467250699242 0.011057376018486107 0.016587952838715708 0.0026425951819087487 0.0015077975412490633 0.026230103565069871 -0.0025969134273650719 0.001041896685746987 -0.0050540522537749792 0.00036886165838940696
leaf_count=354 27 309 850 20 179 605 22 37 28 1837 189 101 29 57 149 43 21 26 22 25 26 26 38 86 1356 37 30 21 611 839
internal_value=0 0.0151086 0.0337011 -0.053854 0.370062 -0.100889 -0.0277658 -0.0334721 0.964319 0.166167 -0.15515 0.241576 0.279146 0.114764 -0.303716 0.55067 1.24159 1.87167 0.0126906 0.616558 1.32176 -0.406154 0.902117 0.690003 0.0386737 0.727619 1.19511 1.84366 0.00565342 -0.176278
internal_count=8000 7646 7337 4785 373 4412 229 3536 50 2552 585 1967 1866 396 206 190 74 53 116 73 51 876 144 124 2931 125 88 58 2806 1450
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 50 2 2 16
shrinkage=0.01


Tree=151
num_leaves=31
num_cat=5
split_feature=11 17 0 9 13 16 3 5 4 16 2 13 6 16 9 11 14 13 14 16 14 17 9 13 9 11 4 5 14 14
split_gain=6.35898 5.91273 6.35856 6.57471 6.96279 6.13889 6.04538 5.32666 7.66881 5.27796 7.00498 5.54775 5.8278 5.25975 5.86288 5.22129 5.19049 6.81225 5.4181 5.30258 6.15039 8.34965 4.9664 7.1012 6.13184 6.05547 4.9517 5.24802 4.88019 11.9578
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 17654.175000000003 21.500000000000004 1 -21079.499999999996 2 8.5000000000000018 3 1047735.0000000001 0.097600000000000006 4.5000000000000009 -2422.4999999999995 -196.49999999999997 29049.750000000004 672502.50000000012 22632.750000000004 2.5000000000000004 35991.000000000007 0.21380000000000002 -172.49999999999997 85726.62000000001 -197.49999999999997 -966.49999999999989 4 -16141.999999999998 16015.500000000002 12678.750000000002
decision_type=2 10 1 10 10 8 9 2 1 8 1 10 10 10 10 2 2 8 2 8 2 8 8 8 10 2 1 2 2 2
left_child=-1 2 9 5 -5 15 -7 -6 -9 10 13 12 -11 16 -15 -4 17 18 -2 -18 -21 -22 23 -10 -25 -24 27 -8 29 -29
right_child=1 -3 3 4 7 6 26 8 22 11 -12 -13 -14 14 -16 -17 19 -19 -20 20 21 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0059845903892700308 0.006883015578237406 -0.0054108245736914033 -0.0046769088737708651 0.021316330562795104 -0.010678055074495811 -0.0035811735747166939 -0.0014493348378302364 0.027428431969669292 0.020058764638920677 0.0025228329073552296 -0.0077402636591398276 -0.0059035389519157336 0.017106067026564573 0.0064949110431315928 -0.0071212401299584572 0.010852717625792608 -0.010848009991670484 -0.0053410643815855622 0.028309651905479166 -0.010910411899247208 -0.0044740606103861949 0.025731332390278364 -0.0035683767218114928 0.01153484580490473 -0.011188797662036539 0.0090239532582392055 -0.0013037134440782383 -0.00030999398299523127 0.0018588461713801812 0.01590654623669541
leaf_count=354 27 309 850 20 49 605 571 20 31 1837 189 101 29 57 149 26 43 21 26 22 25 26 152 28 25 48 1522 104 652 82
internal_value=0 0.0148832 0.0332826 -0.0534602 0.365377 -0.100092 -0.0332981 0.248484 0.37642 0.1643 -0.153881 0.238728 0.275775 0.113471 -0.301475 -0.403516 0.542827 1.21733 1.82633 0.012465 0.607413 1.29495 0.264009 0.913277 0.125454 -0.0139285 0.0382726 0.177437 0.316435 0.773229
internal_count=8000 7646 7337 4785 373 4412 3536 353 304 2552 585 1967 1866 396 206 876 190 74 53 116 73 51 284 84 53 200 2931 1409 838 186
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 50 2 2 16
shrinkage=0.01


Tree=152
num_leaves=31
num_cat=4
split_feature=5 18 3 16 11 11 11 13 16 9 5 0 14 14 4 14 14 11 11 9 9 11 13 6 6 2 13 11 14 14
split_gain=6.27266 4.67703 4.97214 4.99247 8.89172 5.25736 4.66036 5.65374 7.14809 4.70953 4.2507 4.72944 6.53578 7.92338 8.19873 6.52977 7.22516 7.21011 6.16965 5.91961 8.8609 6.61865 7.92803 5.08434 6.39504 5.04495 5.31934 4.9995 8.42416 7.09225
threshold=-19736.499999999996 0.015050000000000003 0 25.500000000000004 -415.99999999999994 -339.49999999999994 -3019.9999999999995 41078.880000000012 16.500000000000004 -2335.9999999999995 -19679.499999999996 1 22020.750000000004 19856.250000000004 2 12678.750000000002 17534.250000000004 -1391.4999999999998 -8944.4999999999982 -1915.4999999999998 -388.49999999999994 -1686.4999999999998 51309.000000000007 0.05025000000000001 0.032350000000000011 3 115479.00000000001 -5264.4999999999991 44277.750000000007 40079.250000000007
decision_type=2 10 9 8 2 2 2 8 8 8 2 1 2 2 1 2 2 2 2 8 10 2 10 10 10 1 8 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -4 -9 -5 23 13 14 15 -13 17 25 -14 -15 21 22 -21 24 27 -17 -27 28 -12 -29
right_child=1 -3 6 10 5 -7 -8 9 -10 -11 11 12 18 19 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0022525850765229643 -0.0013422910999853028 -0.0021922434170906337 0.020537030943722504 0.017657525274821732 0.022621679774523895 0.0048170016800382189 -0.005059709272555021 0.0093339195128015039 0.0011095098456690494 -0.0030230319745307727 0.0093415181778009858 -0.0019089458404500542 -0.0085907531041209233 0.025073881929571148 -0.0043230204999856461 0.011710755308353336 -0.00066209258164081524 0.022326442680876381 0.00016090189680237419 0.017149192408723406 0.022584761141400983 -0.011617466458757515 -0.0045996813939628029 -0.0082030315485647747 0.020392025702373574 -0.01139123218572073 0.0096090930581062585 0.00031573442166456695 -0.011295931891625229 0.010167072231630778
leaf_count=2002 1372 849 35 22 22 92 356 55 77 385 215 153 141 29 204 95 84 36 1074 39 26 24 35 37 20 26 25 372 25 73
internal_value=0 0.0443314 0.0805037 0.124808 -0.0449269 0.825647 -0.1589 0.0351178 0.755232 -0.163632 0.207171 0.196299 0.101344 0.340115 0.164563 0.419142 0.702135 1.06608 -0.0607207 1.00105 0.726843 0.249695 0.756937 0.396238 0.44834 0.713564 -0.10541 0.39608 0.757547 0.210359
internal_count=8000 5998 5149 4241 1486 114 908 552 112 440 2755 2733 1991 776 623 419 266 182 1215 153 124 98 74 742 705 146 51 685 240 445
cat_boundaries=0 1 2 3 4
cat_threshold=81 2 16 2
shrinkage=0.01


Tree=153
num_leaves=31
num_cat=5
split_feature=11 17 0 9 13 16 16 3 16 2 13 6 16 9 11 14 13 16 14 17 14 15 9 2 9 5 5 4 11 14
split_gain=6.23073 5.79679 6.17292 6.41715 6.7666 6.08644 6.02605 5.91063 5.11684 6.91774 5.41705 5.65392 5.14104 5.76188 5.08759 5.01703 6.55497 5.21776 5.99303 7.98029 5.10852 4.93288 6.55735 6.96275 6.85615 5.04128 5.71562 6.87365 5.88658 5.52867
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 78392.250000000015 8.5000000000000018 21.500000000000004 1 8.5000000000000018 2 1047735.0000000001 0.097600000000000006 4.5000000000000009 -2422.4999999999995 -196.49999999999997 29049.750000000004 672502.50000000012 2.5000000000000004 35991.000000000007 0.21380000000000002 22632.750000000004 0.65045000000000008 -1494.4999999999998 3 -818.49999999999989 -16821.999999999996 -16578.499999999996 4 -6095.4999999999991 22020.750000000004
decision_type=2 10 1 10 10 8 8 9 8 1 10 10 10 10 2 2 8 10 2 8 2 8 8 1 10 2 2 1 2 2
left_child=-1 2 8 6 -5 -6 14 -8 9 12 11 -10 15 -14 -4 16 20 -17 -19 -20 -2 22 -9 24 -24 -23 28 -28 -27 -29
right_child=1 -3 3 4 5 -7 7 21 10 -11 -12 -13 13 -15 -16 17 -18 18 19 -21 -22 25 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.0059464893201726654 0.0067812076073037074 -0.0053748752294667029 -0.0046428922524028825 0.0087487085496771692 0.015103584710370417 -0.0023410454402413229 -0.0035480948684814724 -0.0068846420278727482 0.0024799442847811869 -0.0077111520755509923 -0.0058685430757298776 0.016764792796211545 0.0064020225203329922 -0.0070879702265828825 0.010615193738283395 -0.010838454996017256 -0.0053105101349212236 -0.01090029989582251 -0.0044489342195670935 0.024992929866458465 0.027457989015540526 -0.0020212236961477644 0.025498163316442977 -0.0025883010107280637 0.0010050608932754316 -0.0032743174274789634 -0.0070498302516870601 0.0042480381357381048 0.023115593339704005 -0.00024175378541904441
leaf_count=354 27 309 850 144 25 204 605 37 1837 189 101 29 57 149 26 43 21 22 25 26 26 1382 37 30 21 20 129 482 28 765
internal_value=0 0.0146183 0.0327858 -0.0527835 0.360423 -0.0286485 -0.0989616 -0.0328614 0.161719 -0.152034 0.234786 0.271203 0.113006 -0.298627 -0.400331 0.536064 1.19487 0.0129878 0.599175 1.26999 1.7843 0.0377832 0.716103 1.17135 1.79996 0.00509836 0.125973 0.0894553 1.35725 0.159538
internal_count=8000 7646 7337 4785 373 229 4412 3536 2552 585 1967 1866 396 206 876 190 74 116 73 51 53 2931 125 88 58 2806 1424 1376 48 1247
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 50 2 2 4
shrinkage=0.01


Tree=154
num_leaves=31
num_cat=6
split_feature=11 17 0 9 13 16 3 5 4 16 2 13 6 16 9 11 11 5 9 13 9 11 15 9 2 9 4 17 9 9
split_gain=6.13745 5.70408 6.05009 6.28373 6.62811 5.92874 5.82908 5.20404 7.33528 5.00718 6.82578 5.31348 5.45277 5.02543 5.66501 4.9798 4.95317 4.95971 4.81597 6.70862 5.97388 5.88289 4.80968 6.37371 6.69542 6.51614 4.96783 6.17013 5.26352 4.78325
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 17654.175000000003 21.500000000000004 1 -21079.499999999996 2 8.5000000000000018 3 1047735.0000000001 0.097600000000000006 4.5000000000000009 -2422.4999999999995 -196.49999999999997 -4401.4999999999991 -18348.999999999996 -172.49999999999997 85726.62000000001 -197.49999999999997 -966.49999999999989 0.65045000000000008 -1494.4999999999998 4 -818.49999999999989 5 0.21380000000000002 -352.49999999999994 -2653.4999999999995
decision_type=2 10 1 10 10 8 9 2 1 8 1 10 10 10 10 2 2 2 8 8 10 2 8 8 1 10 1 8 10 10
left_child=-1 2 9 5 -5 15 -7 -6 -9 10 13 12 -11 16 -15 -4 17 -2 19 -10 -21 -20 23 -8 25 -25 -24 29 -29 -28
right_child=1 -3 3 4 7 6 22 8 18 11 -12 -13 -14 14 -16 -17 -18 -19 21 20 -22 -23 26 24 -26 -27 27 28 -30 -31
leaf_value=-0.0059184972424423856 -0.0038010645965749026 -0.0053457339221301917 -0.0046148770738349051 0.020615948562727863 -0.010670532787554712 -0.0035286478877976134 -0.0068556183897792236 0.026534464501757022 0.019393904728393196 0.0024505902952087501 -0.0076839822882307698 -0.0058377087220530567 0.016394909759078206 0.0063056839505440925 -0.0070588492592635723 0.010422848714439579 0.00041272048363130974 0.017375509531333985 -0.0035736628497883959 0.011261176212700478 -0.011173003675952965 0.0087958837305690714 0.0014475788398919079 0.02480192210937468 -0.002567840175936312 0.00099420746754025173 0.0017891458341699256 0.0012494433692880737 -0.011037505078739665 -0.0070238273577074633
leaf_count=354 26 309 850 20 49 605 37 20 31 1837 189 101 29 57 149 26 109 55 152 28 25 48 1356 37 30 21 146 791 48 465
internal_value=0 0.0143995 0.032379 -0.0523994 0.355908 -0.0981844 -0.0326949 0.24125 0.366506 0.159909 -0.150792 0.232032 0.267946 0.111745 -0.296415 -0.397714 0.528551 1.22406 0.255834 0.891648 0.122557 -0.0181672 0.0373902 0.705557 1.15025 1.75975 0.00504195 -0.171633 0.039804 -0.49999
internal_count=8000 7646 7337 4785 373 4412 3536 353 304 2552 585 1967 1866 396 206 876 190 81 284 84 53 200 2931 125 88 58 2806 1450 839 611
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 50 2 2 2 16
shrinkage=0.01


Tree=155
num_leaves=31
num_cat=3
split_feature=5 0 6 7 18 17 9 6 3 6 15 15 6 6 5 14 13 11 11 19 14 14 4 14 11 13 9 13 16 13
split_gain=6.06881 5.30062 5.86072 4.82393 4.71599 4.86432 4.4516 3.924 3.83544 4.40654 7.03684 8.62202 4.50239 5.5312 7.25052 5.71398 6.83248 4.23672 9.62198 7.79395 6.98672 9.71841 4.81963 4.70249 4.48359 5.45817 4.24421 3.55698 3.47038 3.43825
threshold=-12120.499999999998 0 0.015150000000000002 1.0000000180025095e-35 0.033350000000000012 0.062000000000000006 -563.49999999999989 0.32790000000000002 1 0.010650000000000001 0.69615000000000016 0.77460000000000007 0.0079500000000000022 0.0014500000000000001 -15160.499999999998 25323.750000000004 95364.000000000015 -1491.4999999999998 -1329.9999999999998 2.5000000000000004 24369.750000000004 27132.750000000004 2 17023.500000000004 -444.99999999999994 180450.00000000003 -1209.4999999999998 615854.25000000012 29.500000000000004 130626.00000000001
decision_type=2 1 10 2 10 10 10 8 9 10 10 10 10 10 2 2 8 2 2 2 2 2 1 2 2 8 8 10 8 8
left_child=1 3 8 -1 5 6 -5 -4 27 12 -11 -12 13 17 15 -15 -17 28 26 20 22 -22 23 -20 29 -26 -19 -3 -10 -23
right_child=-2 2 7 4 -6 -7 -8 -9 9 10 11 -13 -14 14 -16 16 -18 18 19 -21 21 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.383391973605791e-05 0.001475760541388902 -0.0054153271965638773 -0.006192080604675845 0.0068170505890909928 -0.010982264194441657 0.018271249018567338 -0.0057602213816576155 0.011081573108391978 -0.0050044557388788337 0.023172199535693837 -0.010743695911100623 0.015554662595130433 -0.010701258268320911 -0.0080111061673696776 0.018776840879082313 -0.010726905270196832 0.018051506764657544 0.031586508922190754 0.015628604718705464 -0.0082346510886641341 0.02951700372296847 -0.010801094909305909 -0.0088685868706016545 -0.0038885062273851983 0.027478005392589676 0.0012398403874840965 0.0089860622882531882 0.010966892925979672 -0.00085156714218130103 0.0059038025437069489
leaf_count=1721 1804 587 701 120 23 25 38 22 420 22 46 33 76 62 39 20 38 20 29 101 25 33 84 31 20 20 31 23 1745 41
internal_value=0 -0.0708237 -0.158799 0.0758947 0.502185 0.632334 0.437894 -0.548582 -0.100231 -0.0317192 0.741785 0.109106 -0.0634112 -0.0388805 0.652081 0.108211 0.942259 -0.0838579 0.247982 0.053234 0.372542 0.956828 -0.213371 0.488899 0.480076 1.41266 1.82781 -0.366257 -0.160262 -0.102854
internal_count=8000 6196 4269 1927 206 183 158 723 3546 2936 101 79 2835 2759 159 120 58 2600 435 384 283 139 144 60 114 40 51 610 2165 74
cat_boundaries=0 1 2 3
cat_threshold=2 50 16
shrinkage=0.01


Tree=156
num_leaves=31
num_cat=5
split_feature=11 17 0 9 13 13 16 3 11 16 2 13 6 16 11 17 9 11 11 14 14 15 9 2 9 5 5 4 11 7
split_gain=6.02348 5.61092 5.83858 6.12411 6.44569 5.96911 5.80259 5.68471 5.52869 4.89505 6.73042 5.21181 5.25976 4.91367 6.68274 6.86916 9.3511 4.86687 4.85615 4.9555 10.5768 4.65262 6.13259 6.39525 6.17151 4.87471 5.51165 6.72358 5.55066 5.49247
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 78392.250000000015 472477.50000000006 21.500000000000004 1 -4472.4999999999991 8.5000000000000018 2 1047735.0000000001 0.097600000000000006 5.5000000000000009 -4401.4999999999991 0.15320000000000003 -1084.4999999999998 -196.49999999999997 -7868.9999999999991 18708.750000000004 23654.250000000004 0.65045000000000008 -1494.4999999999998 3 -818.49999999999989 -16821.999999999996 -16578.499999999996 4 -6095.4999999999991 1.5000000000000002
decision_type=2 10 1 10 10 8 8 9 2 8 1 10 10 10 2 8 8 2 2 2 2 8 8 1 10 2 2 1 2 2
left_child=-1 2 9 6 18 -6 17 -8 -7 10 13 12 -11 14 15 -2 -17 -4 -5 -20 -21 22 -9 24 -24 -23 28 -28 -27 -29
right_child=1 -3 3 4 5 8 7 21 -10 11 -12 -13 -14 -15 -16 16 -18 -19 19 20 -22 25 23 -25 -26 26 27 29 -30 -31
leaf_value=-0.0058837557407681457 -0.0020503774457014271 -0.0053167873655972789 -0.0045760749025124687 0.024545739577660829 -0.0035038611768394498 -0.0051271226067441831 -0.0034913676435367005 -0.0068145601559463668 0.017317980505429015 0.0024104296167749852 -0.0076604404276568432 -0.0058142483442036562 0.016022274160642985 -0.0034434527875403008 -0.000674430269215249 0.00077993097646401682 0.030217042696863962 0.010235038120861578 -0.0033667804007742551 0.026609432679975065 0.0033714619594612709 -0.0019918499369575488 0.024008024481556575 -0.0025616956744313941 0.00093872248816639046 -0.0032306376109473723 -0.0070126021321285396 0.0012357872405343686 0.022336720166099486 0.016196147073612787
leaf_count=354 32 309 850 20 179 22 605 37 28 1837 189 101 29 183 122 25 34 26 40 21 63 1382 37 30 21 20 129 1223 28 24
internal_value=0 0.0141625 0.0319524 -0.0514531 0.351058 -0.0297018 -0.0967706 -0.0320692 0.93683 0.15705 -0.150345 0.22819 0.263604 0.109503 0.475477 1.22707 1.92541 -0.393966 0.849328 0.643763 1.03119 0.0369925 0.692167 1.12297 1.71077 0.00508669 0.123688 0.0876526 1.32518 0.15661
internal_count=8000 7646 7337 4785 373 229 4412 3536 50 2552 585 1967 1866 396 213 91 59 876 144 124 84 2931 125 88 58 2806 1424 1376 48 1247
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 50 2 2 4
shrinkage=0.01


Tree=157
num_leaves=31
num_cat=4
split_feature=11 17 0 9 13 16 3 5 4 11 16 16 2 13 13 18 9 16 5 5 5 9 15 9 14 11 9 11 13 11
split_gain=5.93305 5.52101 5.72284 5.99763 6.30049 5.70849 5.60624 5.08365 7.0323 4.7923 7.50104 4.79012 6.6413 5.11254 5.09606 6.5666 9.5457 5.49601 5.33341 5.94844 8.83372 6.85894 5.98111 5.96864 5.14433 7.49636 7.00876 6.31935 6.96808 5.99341
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 17654.175000000003 21.500000000000004 1 -21079.499999999996 2 -415.99999999999994 7.5000000000000009 8.5000000000000018 3 1047735.0000000001 225002.25000000003 0.0034500000000000004 -691.49999999999989 16.500000000000004 -10218.499999999998 -12393.499999999998 -16821.999999999996 -2560.4999999999995 0.79420000000000013 -1188.4999999999998 29223.000000000004 -3695.9999999999995 -1385.4999999999998 -3907.4999999999995 423900.00000000006 -5134.4999999999991
decision_type=2 10 1 10 10 8 9 2 1 2 10 8 1 10 10 10 10 10 2 2 2 8 10 8 2 2 8 2 10 2
left_child=-1 2 11 5 -5 9 -7 -6 -9 -4 -11 12 -2 14 17 24 -17 18 19 20 -13 -21 -23 -22 25 26 -16 29 -29 -26
right_child=1 -3 3 4 7 6 -8 8 -10 10 -12 13 -14 -15 15 16 -18 -19 -20 21 23 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0058557730103557639 0.0010827970336763258 -0.0052877290235845203 -0.0048453217078782687 0.019932533284083839 -0.01066367278625354 -0.0034721474299870192 0.00036608280389019334 0.025713515229298815 0.0024796151111985175 -0.0067993184611357706 0.018279531367198894 0.0055936975177769532 -0.0076332366786790668 -0.0057834945308429765 0.01950463076910804 0.0028808130578507575 0.028386182664952977 -0.0025425116366040892 -0.0020393078154886915 -0.011074960642887882 -0.0070144730547840742 0.0069518277158049716 0.020793964607512257 0.0015464023879421234 0.0091444402831247253 -0.0092395442552610091 -0.0015242928075710508 0.027535960199898454 0.0055490440500722453 -0.011401643851270921
leaf_count=354 396 309 816 20 49 605 2931 20 284 32 28 410 189 101 30 40 28 278 185 22 166 195 31 231 43 69 52 27 35 24
internal_value=0 0.0139496 0.0315557 -0.0510831 0.346765 -0.0960096 -0.0319075 0.234373 0.356998 -0.391372 0.565386 0.155297 -0.149073 0.225526 0.260455 0.636136 1.58427 0.182719 0.269711 0.363099 0.2128 0.756051 0.888135 -0.137069 0.404635 -0.0530651 0.655432 0.872055 1.62303 0.164727
internal_count=8000 7646 7337 4785 373 4412 3536 353 304 876 60 2552 585 1967 1866 348 68 1518 1240 1055 807 248 226 397 280 151 82 129 62 67
cat_boundaries=0 1 2 3 4
cat_threshold=2 50 2 2
shrinkage=0.01


Tree=158
num_leaves=31
num_cat=4
split_feature=5 18 3 11 13 16 9 16 11 11 14 5 0 14 14 4 14 14 11 11 11 13 11 13 6 6 2 13 15 5
split_gain=5.88631 4.52214 4.63635 4.60995 5.54966 6.82313 4.62676 4.53283 8.43567 4.97499 4.21252 4.10182 4.38509 6.28076 7.63483 7.84175 6.29267 7.0073 6.69397 6.02024 5.63648 7.66838 8.38142 7.14627 4.91756 6.0553 4.85858 5.21809 4.83887 6.04793
threshold=-19736.499999999996 0.015050000000000003 0 -3019.9999999999995 41078.880000000012 16.500000000000004 -2335.9999999999995 25.500000000000004 -415.99999999999994 -339.49999999999994 13533.750000000002 -19679.499999999996 1 22020.750000000004 19856.250000000004 2 12678.750000000002 17534.250000000004 -1391.4999999999998 -8944.4999999999982 -1391.4999999999998 73894.500000000015 -5163.9999999999991 406012.50000000006 0.05025000000000001 0.032350000000000011 3 115479.00000000001 0.77460000000000007 -17595.499999999996
decision_type=2 10 9 2 8 8 8 8 2 2 2 2 1 2 2 1 2 2 2 2 2 8 2 8 10 10 1 8 8 2
left_child=-1 2 7 4 5 -4 -6 8 -2 -10 -3 -9 24 14 15 16 -14 18 26 -15 21 22 -16 -23 25 28 -18 -28 -13 -30
right_child=1 10 3 -5 6 -7 -8 11 9 -11 -12 12 13 19 20 -17 17 -19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0021932335937643994 -0.0012940452803510286 -0.010824578964680118 0.020086559668580934 -0.0050030834477395652 0.0092694492881145261 0.0011720876610338069 -0.0029679407204511055 0.017177018517841584 0.021812690164105902 0.0046605313742372305 -0.0013456642081114566 -0.0033454693937404901 -0.0019433942343599145 -0.0085605261513689145 0.0025105669239796442 -0.0042882194260940223 0.011403855737584321 -0.00074930526949027007 0.021442462665812713 0.00012894882843771322 -0.0021237393734112125 -0.0031168660262104186 0.030992078990346884 0.018249697065435559 -0.0081988008999512967 0.019616336693438964 -0.011388512543478668 0.0093853977713475797 0.01171683877605176 0.0034041244162418306
leaf_count=2002 1372 78 35 356 55 77 385 22 22 92 771 84 153 141 20 204 95 84 36 1074 30 45 28 30 37 20 26 25 91 510
internal_value=0 0.0425897 0.0780838 -0.153894 0.0397616 0.752458 -0.158253 0.120673 -0.0415496 0.801184 -0.21705 0.198807 0.18809 0.0965868 0.329805 0.157421 0.404316 0.68004 1.03564 -0.0624572 0.974907 1.30282 2.24318 0.583974 0.379601 0.430274 0.695339 -0.108785 0.379335 0.469559
internal_count=8000 5998 5149 908 552 112 440 4241 1486 114 849 2755 2733 1991 776 623 419 266 182 1215 153 123 48 75 742 705 146 51 685 601
cat_boundaries=0 1 2 3 4
cat_threshold=81 2 16 2
shrinkage=0.01


Tree=159
num_leaves=31
num_cat=1
split_feature=5 17 11 5 9 17 16 14 11 9 0 5 6 9 7 6 14 16 11 6 14 14 14 13 5 9 16 13 13 5
split_gain=5.82557 4.57117 4.46707 4.0269 4.01156 3.79673 3.93279 3.71578 4.1717 3.58494 3.52384 9.79234 7.6453 6.76098 5.55791 5.46971 4.75488 5.88165 5.20323 4.57871 4.18535 4.0912 8.01895 6.27408 9.40419 6.09227 5.76577 4.72664 10.7534 4.51502
threshold=-14389.499999999998 0.16400000000000003 -11707.999999999998 -14226.999999999998 -50.499999999999993 1.0000000180025095e-35 13.500000000000002 12206.250000000002 -13239.499999999998 -2679.4999999999995 0 -15659.999999999998 0.025250000000000005 -2890.4999999999995 1.0000000180025095e-35 0.015150000000000002 13533.750000000002 28.500000000000004 -400.49999999999994 0.013550000000000001 36929.250000000007 29738.250000000004 31650.750000000004 108056.25000000001 -17115.499999999996 -1285.4999999999998 14.500000000000002 35057.250000000007 28362.015000000003 -17595.499999999996
decision_type=2 10 2 2 10 8 8 2 2 8 1 2 10 10 2 10 2 8 2 10 2 2 2 8 2 10 10 8 10 2
left_child=1 2 7 5 10 -2 -7 8 -1 -5 11 12 14 -13 21 16 -12 18 -18 -19 -14 27 -23 -24 26 -26 -25 28 -4 -29
right_child=3 -3 4 9 -6 6 -8 -9 -10 -11 15 13 20 -15 -16 -17 17 19 -20 -21 -22 22 23 24 25 -27 -28 29 -30 -31
leaf_value=0.022065114266923338 -0.0025013321703326132 -0.0056354038400636955 -0.0026539828436921891 -0.0047489638173471103 0.0099204860188143468 0.00042281521669327215 0.018627752998852391 -0.0081770030603437807 -0.0044931540553783175 0.0010120682260578869 -0.0052690763999772572 0.0059709191715129253 0.016948606611715374 -0.0088582891639262546 0.0081978077221116392 -0.0066163915383536829 -0.0059742688550875602 0.00069215738401040647 0.012141571359027659 0.019425840328085118 -0.00040098152924340292 0.015535085639829924 -0.0069095106402086168 -0.0038827431359954702 0.024557446543033344 0.0008934274697469807 0.013496213699055218 -0.00096829963104836866 0.025619682783541684 -0.0098132650175028653
leaf_count=20 31 386 59 155 38 25 39 267 35 2897 366 36 62 203 95 404 396 1687 20 21 26 45 102 136 31 23 26 227 20 122
internal_value=0 -0.1002 -0.0676695 0.09781 -0.0377596 0.808302 1.27029 -0.594711 0.500269 0.0783527 -0.0522863 0.100036 0.253013 -0.563513 0.153972 -0.139774 -0.0773711 -0.00686537 -0.463541 0.0924497 1.23768 0.0367808 0.31233 0.0857601 0.420746 1.61371 -0.0471592 -0.20835 0.548533 -0.403174
internal_count=8000 4853 4467 3147 4145 95 64 322 55 3052 4107 1213 974 239 886 2894 2490 2124 416 1708 88 791 363 318 216 54 162 428 79 349
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=160
num_leaves=31
num_cat=2
split_feature=5 7 15 14 14 6 11 13 13 9 9 11 11 5 13 18 13 9 9 4 0 11 6 15 11 17 16 9 14 5
split_gain=5.75346 4.07912 6.73747 4.03161 6.38798 6.07034 4.65576 5.60752 7.88255 6.63951 5.25725 6.49486 4.11329 3.94357 3.90343 3.87032 3.84947 3.70972 3.60128 5.55846 4.09722 3.56434 8.47883 7.1813 6.75919 4.49847 4.35096 4.00837 4.28095 4.59827
threshold=-18480.999999999996 1.0000000180025095e-35 0.8791500000000001 16569.000000000004 17174.250000000004 0.019050000000000001 -4437.4999999999991 25951.500000000004 18544.500000000004 -1084.4999999999998 -800.49999999999989 -2514.4999999999995 -4036.9999999999995 -20003.499999999996 472477.50000000006 0.0035500000000000006 114120.00000000001 -247.49999999999997 -397.49999999999994 0 1 -2959.4999999999995 0.019650000000000004 0.77460000000000007 -6353.4999999999991 0.029200000000000004 14.500000000000002 -531.49999999999989 29974.500000000004 -13583.999999999998
decision_type=2 2 10 2 2 10 2 8 10 8 8 2 2 2 10 8 8 8 10 1 1 2 8 10 2 10 10 10 2 2
left_child=3 2 -2 13 -5 6 15 8 -8 12 11 -11 -9 16 17 18 -1 -12 19 -6 -21 24 -23 25 27 26 -24 28 29 -3
right_child=1 21 -4 4 5 -7 7 9 -10 10 14 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0067543889569352264 0.00032714043320631681 0.02004492679318871 -0.0092866461542776522 0.012875932840614588 -0.010732062131405042 -0.0076077804841689434 0.00080199748351128032 0.011387271578756589 0.027123514652214908 0.032151078769411257 -0.0050721820388571056 0.0040690060921541775 -0.0070032158407956546 -0.010708845181539464 0.01584961409842273 -0.003751712694860132 0.00080047684520156547 0.0042873723581215847 0.018103183078910411 0.0013830214638121429 0.019720687383541803 -0.011051324163150673 0.0080977988918600717 0.02114234106500287 -0.0028444881380300492 -0.010980202048376762 -0.0068397053481520798 -0.0044539932981426441 -0.0010729924794919015 0.0039889396510934955
leaf_count=265 4660 36 142 45 51 294 39 27 25 20 106 33 222 152 24 767 273 131 20 99 21 35 151 26 209 21 21 26 34 25
internal_value=0 0.0522998 0.0143522 -0.177656 -0.0817095 -0.124896 -0.0337355 0.221466 1.26039 0.087032 0.40542 1.55132 -0.499574 -0.470695 0.206317 -0.232922 -0.284922 0.0620937 0.296005 0.0778689 0.584605 0.290614 0.551534 0.731893 0.07013 0.528889 0.652804 0.637791 0.924408 1.33083
internal_count=8000 5386 4802 2614 1924 1879 1585 627 64 563 314 53 249 690 261 958 538 237 191 171 120 584 254 219 330 193 172 121 95 61
cat_boundaries=0 1 2
cat_threshold=16 1
shrinkage=0.01


Tree=161
num_leaves=31
num_cat=4
split_feature=11 17 0 9 13 13 16 3 11 11 16 2 13 6 17 15 15 9 9 4 17 9 9 13 5 5 19 11 11 16
split_gain=5.69455 5.35621 5.45741 5.80518 6.16987 6.03019 5.55471 5.47925 5.2786 4.64736 4.59486 6.55534 4.99524 5.06411 4.82313 5.84289 4.53685 5.93075 6.19273 4.66541 6.04551 5.20266 4.75259 6.71251 4.62628 5.05918 4.91056 4.34147 6.04405 7.50271
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 85726.62000000001 472477.50000000006 21.500000000000004 1 -4472.4999999999991 -196.49999999999997 8.5000000000000018 2 1047735.0000000001 0.097600000000000006 0.20660000000000003 0.70925000000000005 0.65045000000000008 -1494.4999999999998 -864.49999999999989 3 0.21380000000000002 -352.49999999999994 -2653.4999999999995 46788.750000000007 -10705.499999999998 -10508.499999999998 2.5000000000000004 -400.49999999999994 -4189.4999999999991 5.5000000000000009
decision_type=2 10 1 10 10 8 8 9 2 2 8 1 10 10 10 10 8 8 8 1 8 10 10 8 2 2 2 2 2 8
left_child=-1 2 10 6 -5 -6 9 -8 -7 -4 11 14 13 -12 15 27 17 -9 -19 24 22 -22 23 -21 -18 -26 -27 28 29 -2
right_child=1 -3 3 4 5 8 7 16 -10 -11 12 -13 -14 -15 -16 -17 19 18 -20 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0057795029784791212 0.013554435566681414 -0.0052346733748782027 -0.0045012387422320279 0.0080629194818261311 -0.0038498662508086204 -0.0051129241307588322 -0.0034377684196638309 -0.0067724680431044335 0.016767245935794643 0.0098691274432867824 0.0023215637886352062 -0.0076033334150157105 -0.0057623649617949803 0.015583631566644614 0.019909698247176776 -0.0090015727210745883 0.0003532194456203723 0.021613783020248852 0.0036656588095046422 0.024279642358307259 0.0012611302943587338 -0.011026091947446113 -0.006976787335571377 -0.0019222314074269962 0.017507623641776437 0.00023210572982101905 0.010692154082410317 0.015976895448663909 -0.0043687081636355546 -0.0037973089631355024
leaf_count=354 79 309 850 152 171 22 605 37 28 26 1837 189 101 29 20 84 1165 32 56 21 791 48 465 125 23 117 51 21 131 61
internal_value=0 0.0135207 0.0307902 -0.0500467 0.340698 -0.0473803 -0.0943852 -0.0312611 0.9117 -0.386803 0.151436 -0.147129 0.219984 0.254343 0.107879 0.021374 0.0363474 0.681986 1.10138 0.00476312 -0.167167 0.0418579 -0.494196 0.183076 0.139656 0.533018 0.357206 0.245354 0.104382 0.64585
internal_count=8000 7646 7337 4785 373 221 4412 3536 50 876 2552 585 1967 1866 396 376 2931 125 88 2806 1450 839 611 146 1356 191 168 292 271 140
cat_boundaries=0 1 2 3 4
cat_threshold=2 50 2 16
shrinkage=0.01


Tree=162
num_leaves=31
num_cat=3
split_feature=5 0 6 7 18 17 9 6 3 6 15 15 6 6 5 14 14 11 11 19 14 14 4 14 5 13 13 5 13 13
split_gain=5.61127 4.75012 5.63487 4.58633 4.58553 4.60289 4.29429 3.90751 3.68027 4.2563 6.61573 8.40213 4.44099 5.34847 6.88776 5.60543 6.66725 4.03734 9.30491 7.65821 6.7778 9.1548 4.67519 4.501 4.30803 6.86934 6.92063 3.99507 3.49723 3.37632
threshold=-12120.499999999998 0 0.015150000000000002 1.0000000180025095e-35 0.033350000000000012 0.062000000000000006 -563.49999999999989 0.32790000000000002 1 0.010650000000000001 0.69615000000000016 0.77460000000000007 0.0079500000000000022 0.0014500000000000001 -15160.499999999998 25323.750000000004 40079.250000000007 -1491.4999999999998 -1329.9999999999998 2.5000000000000004 24369.750000000004 27132.750000000004 2 17023.500000000004 -14924.999999999998 156663.04500000001 67176.000000000015 -16766.499999999996 615854.25000000012 1.0000000180025095e-35
decision_type=2 1 10 2 10 10 10 10 9 10 10 10 10 10 2 2 2 2 2 2 2 2 1 2 2 8 10 2 10 8
left_child=1 3 8 -1 5 6 -5 -4 28 12 -11 -12 13 17 15 -15 -17 29 27 20 22 -22 23 -20 25 26 -23 -19 -3 -10
right_child=-2 2 7 4 -6 -7 -8 -9 9 10 11 -13 -14 14 -16 16 -18 18 19 -21 21 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-1.8289708727859241e-05 0.001413856305032503 -0.0053209648373539606 -0.0061003897447200065 0.0065911849684820193 -0.010982056952260367 0.017620442576933026 -0.005759587883152434 0.011180940005927098 -0.0090622155270783517 0.022357508829688909 -0.010734283230352774 0.015219773332261311 -0.010690725271304215 -0.0079931531559256225 0.018232141916797579 0.017724850065124458 -0.010722903852861376 0.0042910815956514565 0.015083870967216358 -0.0082166608342298698 0.028450463836704187 0.0039120384087224964 -0.0088401478179042821 -0.0039054182757918884 -0.0067459291054899652 -0.001204849231326788 0.034948941971510258 0.026314842195330094 0.010911989033605091 -0.0012161299378557636
leaf_count=1721 1804 587 701 120 23 25 38 22 90 22 46 33 76 62 39 38 20 24 29 101 25 21 84 31 30 41 22 27 23 2075
internal_value=0 -0.0685037 -0.15235 0.0699115 0.483953 0.611058 0.421588 -0.538396 -0.0950851 -0.0283682 0.729943 0.110732 -0.0595626 -0.0353348 0.642472 0.108496 0.929321 -0.0798356 0.243446 0.0509213 0.365815 0.937461 -0.213113 0.471731 0.471748 0.925467 2.03221 1.78501 -0.357289 -0.15489
internal_count=8000 6196 4269 1927 206 183 158 723 3546 2936 101 79 2835 2759 159 120 58 2600 435 384 283 139 144 60 114 84 43 51 610 2165
cat_boundaries=0 1 2 3
cat_threshold=2 50 16
shrinkage=0.01


Tree=163
num_leaves=31
num_cat=4
split_feature=11 17 0 9 13 16 3 9 2 13 9 11 16 16 2 13 13 18 9 16 5 5 5 9 9 15 14 11 9 11
split_gain=5.58535 5.26848 5.26821 5.657 6.01601 5.46657 5.34979 5.00448 5.6694 5.35513 7.13437 4.57745 7.17659 4.49302 6.46367 4.90067 4.92645 6.26046 8.97588 5.31949 5.17766 5.73797 8.4887 6.63678 5.83548 5.66747 4.92821 7.32655 6.69637 6.03439
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 17654.175000000003 21.500000000000004 1 -172.49999999999997 2 85726.62000000001 -197.49999999999997 -415.99999999999994 7.5000000000000009 8.5000000000000018 3 1047735.0000000001 225002.25000000003 0.0034500000000000004 -691.49999999999989 16.500000000000004 -10218.499999999998 -12393.499999999998 -16821.999999999996 -2560.4999999999995 -1188.4999999999998 0.79420000000000013 29223.000000000004 -3695.9999999999995 -1385.4999999999998 -3907.4999999999995
decision_type=2 10 1 10 10 8 9 10 1 8 10 2 10 8 1 10 10 10 10 10 2 2 2 8 8 10 2 2 8 2
left_child=-1 2 13 5 -5 11 -7 9 -9 -6 -11 -4 -13 14 -2 16 19 26 -19 20 21 22 -15 -23 -24 -25 27 28 -18 -28
right_child=1 -3 3 4 7 6 -8 8 -10 10 -12 12 -14 15 -16 -17 17 18 -20 -21 -22 23 24 25 -26 -27 29 -29 -30 -31
leaf_value=-0.0057438679087336575 0.0010574419603119885 -0.0052059177944287893 -0.0047636671031284833 0.019300282911403312 0.01675133954811291 -0.0034010858166589582 0.00036201014529260538 -0.0039513398671656456 0.0066641959431393682 0.0119985325005486 -0.011106774835651404 -0.0067998882386136337 0.017603066268362527 0.0054080753761391953 -0.0075795800375158418 -0.0057387366577299707 0.018889228179652783 0.0027719051090032455 0.02731025843511108 -0.0025593517182886309 -0.0020713039342607339 -0.011064768439046763 -0.0070031629113832695 0.0067500349238441646 0.0014681540409316875 0.020108108615041646 0.0015470654179907664 -0.0092254045374282351 -0.0015476448864147462 0.015711519567111549
leaf_count=354 396 309 816 20 40 605 2931 170 80 33 30 32 28 410 189 101 30 40 28 278 185 22 166 195 231 31 67 69 52 62
internal_value=0 0.0132921 0.0303807 -0.0491556 0.33604 -0.093036 -0.0304607 0.225771 -0.0333513 0.829072 0.171015 -0.383794 0.545471 0.148753 -0.146673 0.216383 0.250272 0.617928 1.53542 0.173905 0.259085 0.350673 0.203186 0.734547 -0.140212 0.862697 0.39182 -0.0568371 0.638394 0.84551
internal_count=8000 7646 7337 4785 373 4412 3536 353 250 103 63 876 60 2552 585 1967 1866 348 68 1518 1240 1055 807 248 397 226 280 151 82 129
cat_boundaries=0 1 2 3 4
cat_threshold=2 50 2 2
shrinkage=0.01


Tree=164
num_leaves=31
num_cat=3
split_feature=18 5 6 16 6 18 11 9 13 9 11 9 0 9 5 11 15 11 13 6 13 9 11 4 17 13 11 16 4 9
split_gain=5.57033 5.64558 6.74818 5.72042 7.08462 5.44056 8.91668 15.5128 9.42146 5.00917 4.7481 4.66066 4.15087 4.04909 4.04127 3.96113 5.38983 3.84599 3.78174 3.71683 4.25511 4.70607 9.3533 13.2264 3.97838 7.94969 6.91389 4.45789 3.5858 7.30767
threshold=0.015050000000000003 -12831.499999999998 0.24935000000000004 10.500000000000002 0.014750000000000001 0.0032500000000000007 -5134.4999999999991 -2320.4999999999995 179898.75000000003 -2690.9999999999995 -400.49999999999994 -516.49999999999989 0 -2664.9999999999995 -24286.499999999996 -8727.4999999999982 0.82035000000000013 -1135.9999999999998 153644.85000000003 0.0020500000000000002 21530.250000000004 -1480.4999999999998 -2296.4999999999995 1 0.054600000000000003 54915.30000000001 -7301.9999999999991 14.500000000000002 2 -1333.4999999999998
decision_type=10 2 10 8 10 10 2 8 10 8 2 8 1 8 2 2 10 2 8 8 8 10 2 1 10 8 2 8 1 10
left_child=1 2 3 10 5 9 7 -7 -9 -5 28 -12 -6 -11 -15 16 -2 19 -14 -17 -21 -22 24 -24 25 -23 -27 -26 29 -1
right_child=15 -3 -4 4 12 6 -8 8 -10 13 11 -13 18 14 -16 17 -18 -19 -20 20 21 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=-0.010596592202254488 -0.010640535952757799 0.0016958400225960159 0.023566521506705733 -0.0056880076171769503 -0.0077022139385188697 0.039511337130027066 -0.0021042690292516208 -0.002143561318033893 0.02415717730229669 0.017385230978575136 -0.0031241990581327914 0.017105472627379662 -0.0064224171974728711 0.014652419835498632 0.00028803748565607232 -0.0086711340293189262 0.0099233424333837403 -0.006142067103259056 0.006402116584465726 -0.0086866027505421838 -0.0022307974334104881 0.02281427489486133 0.032977406241863447 -0.0011760722938664375 0.0063277165574727613 0.014290395144056695 -0.0047121597790388079 -0.010893155452567643 -0.0054733007831387435 0.020577383771501822
leaf_count=28 194 1871 20 240 397 27 99 66 28 22 33 21 56 39 3103 76 30 219 58 64 273 26 34 33 38 36 91 66 686 26
internal_value=0 0.0334892 -0.0463688 -0.0549471 0.000690421 0.053162 0.640579 1.34698 0.612002 0.0161575 -0.370141 0.596596 -0.486286 0.0525264 0.0416925 -0.25881 -0.800817 -0.160783 0.0557917 -0.026435 0.064342 0.168093 0.472215 1.7468 0.142488 0.506508 0.104018 -0.475614 -0.470496 0.582071
internal_count=8000 6820 4949 4929 4135 3624 220 121 94 3404 794 54 511 3164 3142 1180 224 956 114 737 661 597 324 67 257 153 127 104 740 54
cat_boundaries=0 1 2 3
cat_threshold=1 16 4
shrinkage=0.01


Tree=165
num_leaves=31
num_cat=4
split_feature=5 18 3 11 13 16 9 14 16 11 11 5 4 13 11 5 0 14 14 4 14 14 13 13 5 5 11 11 13 11
split_gain=5.48176 4.29595 4.39757 4.56457 5.44092 6.55627 4.53684 4.19162 4.18575 7.95245 4.69665 4.00141 3.97303 3.97027 4.37727 3.95179 4.09637 6.14391 7.35945 7.57064 6.05268 6.77542 6.422 7.59783 7.20043 8.52763 5.87394 5.48069 7.2281 7.82755
threshold=-19736.499999999996 0.015050000000000003 0 -3019.9999999999995 41078.880000000012 16.500000000000004 -2335.9999999999995 13533.750000000002 25.500000000000004 -415.99999999999994 -339.49999999999994 -19917.499999999996 1 450002.25000000006 -147.49999999999997 -19679.499999999996 2 22020.750000000004 19856.250000000004 3 12678.750000000002 17534.250000000004 70716.960000000006 256038.88500000004 -16315.499999999998 -14171.999999999998 -8944.4999999999982 -1391.4999999999998 73894.500000000015 -5163.9999999999991
decision_type=2 10 9 2 8 8 8 2 8 2 2 2 1 8 2 2 1 2 2 1 2 2 8 10 2 2 2 2 8 2
left_child=11 2 8 4 5 -4 -6 -3 9 -2 -11 -1 -7 14 -12 -10 -17 18 19 20 -18 22 -22 24 -24 -26 -19 28 29 -20
right_child=1 7 3 -5 6 12 -8 -9 15 10 13 -13 -14 -15 -16 16 17 26 27 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0016715523445713942 -0.001256469191477678 -0.010816515440278186 0.019670814520967729 -0.0049663173505141893 0.0091663795189701087 -0.0053985444591817386 -0.00293055955956136 -0.0013076122817491684 0.016707721615154169 0.020963639250789083 -0.0080036990812999125 -0.010641956119292155 0.011835862440324332 0.014818866425331182 0.008907741767736373 0.0036528143263506001 -0.001939061158146181 -0.0085320377056295298 0.0024772963062265046 -0.0042515224791439135 0.0025887239318747634 -0.00079265920045939033 0.00070425353994192847 -0.0019703466772302328 0.038815255738097652 0.015611462480464704 9.0866211900468588e-05 -0.0021673916017724065 0.0057521370477031323 0.029891768431056457
leaf_count=1903 1372 78 35 356 55 47 385 771 22 22 38 99 30 25 29 742 153 141 20 204 70 84 26 25 25 36 1074 30 75 28
internal_value=0 0.0408725 0.0753581 -0.150972 0.042039 0.746438 -0.154914 -0.212967 0.116725 -0.0395212 0.773075 -0.2127 0.119668 0.447139 0.00799209 0.191531 0.180969 0.0924744 0.322654 0.153175 0.394303 0.662873 1.00995 1.48703 1.89866 2.34583 -0.0648335 0.953044 1.27405 2.17716
internal_count=8000 5998 5149 908 552 112 440 849 4241 1486 114 2002 77 92 67 2755 2733 1991 776 623 419 266 182 112 87 61 1215 153 123 48
cat_boundaries=0 1 2 3 4
cat_threshold=81 16 2 16
shrinkage=0.01


Tree=166
num_leaves=31
num_cat=4
split_feature=11 17 0 9 13 16 3 5 4 9 13 9 11 17 11 15 5 9 9 4 17 9 9 13 11 11 6 9 11 6
split_gain=5.45048 5.16662 5.1105 5.51234 5.84164 5.33006 5.22746 4.9107 6.84472 4.56555 5.92374 5.67632 5.56196 4.45475 7.4993 4.36093 5.71631 6.38978 5.46863 4.44826 5.90351 5.14254 4.71802 6.44309 4.49241 8.18509 5.89109 7.32688 6.80862 5.63873
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 17654.175000000003 21.500000000000004 1 -21079.499999999996 2 -172.49999999999997 85726.62000000001 -197.49999999999997 -966.49999999999989 0.18820000000000003 -415.99999999999994 0.65045000000000008 -21905.499999999996 -1494.4999999999998 -864.49999999999989 3 0.21380000000000002 -352.49999999999994 -2653.4999999999995 46788.750000000007 -5408.9999999999991 -4627.9999999999991 0.028950000000000004 -2572.4999999999995 -7625.4999999999991 0.058450000000000009
decision_type=2 10 1 10 10 8 9 2 1 8 8 10 2 8 2 8 2 8 8 1 8 10 10 8 2 2 8 8 2 8
left_child=-1 2 -2 5 -5 13 -7 -6 -9 10 -10 -12 -11 -4 -15 16 -8 -18 -19 24 22 -22 23 -21 26 -26 -17 28 -28 -27
right_child=1 -3 3 4 7 6 15 8 9 12 11 -13 -14 14 -16 19 17 18 -20 20 21 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=-0.0056986778523890049 0.0014638697151405395 -0.005171455032554481 -0.0073833319017236956 0.018932442907543989 -0.010658138868795112 -0.0033701000353821972 0.025716507496760972 0.025065668463095485 0.018028362579553328 -0.0036452329106761083 0.010736050047374452 -0.011154067540992999 0.008285137607876079 -0.0029279008461640505 0.014426907904086217 0.0062587210069697677 -0.010868302762996865 0.019210863603314181 0.0010880471512763014 0.023613021619872516 0.0012554965501986532 -0.01101664928477847 -0.0069328080961550045 -0.0018658591861626227 0.011057169961925564 -0.005385464221262566 0.023953632036185869 -0.0056526570570255988 -0.0046210581238330982 0.002660596984377245
leaf_count=354 2552 309 370 20 49 605 21 20 31 152 28 25 48 476 30 102 33 25 46 21 791 48 465 125 105 140 29 344 25 611
internal_value=0 0.0130388 0.0299187 -0.0485067 0.331244 -0.0919207 -0.0302395 0.222219 0.341121 0.233443 0.845742 0.116166 -0.0331966 -0.379914 -0.145088 0.0355537 0.666328 0.379878 0.858365 0.00446998 -0.163917 0.042187 -0.488928 0.186154 0.135831 0.269745 -0.161122 -0.374317 1.01456 0.143991
internal_count=8000 7646 7337 4785 373 4412 3536 353 304 284 84 53 200 876 506 2931 125 104 71 2806 1450 839 611 146 1356 856 500 398 54 751
cat_boundaries=0 1 2 3 4
cat_threshold=2 50 2 16
shrinkage=0.01


Tree=167
num_leaves=31
num_cat=1
split_feature=11 7 17 14 3 11 16 5 11 5 9 19 11 5 11 15 15 15 13 5 11 18 15 14 13 16 14 6 11 6
split_gain=5.36791 5.12016 5.20631 5.32195 4.41977 4.16888 4.10572 5.69065 5.38008 6.60502 11.2554 4.22805 12.346 8.43059 7.7628 5.69794 5.00837 9.01941 4.3982 9.47693 4.24267 4.03166 3.65095 3.62118 7.84994 8.5541 8.35061 5.07416 3.56291 4.67302
threshold=-11707.999999999998 2.5000000000000004 1.0000000180025095e-35 13286.250000000002 0 -10869.999999999998 25.500000000000004 -22066.499999999996 -10201.499999999998 -23976.999999999996 -849.49999999999989 1.5000000000000002 -966.49999999999989 -18113.999999999996 -369.99999999999994 0.78115000000000012 0.61775000000000013 0.50670000000000004 40558.500000000007 -12713.499999999998 -415.99999999999994 0.010950000000000001 0.74845000000000017 19136.250000000004 153644.85000000003 8.5000000000000018 16346.250000000002 0.085550000000000015 -9214.4999999999982 0.053550000000000007
decision_type=2 2 10 2 9 2 8 2 2 2 8 2 2 2 2 10 10 10 8 2 2 10 10 2 8 10 2 10 2 8
left_child=-1 2 3 5 -5 -2 -6 8 -8 10 -10 12 15 -14 16 21 17 28 19 22 -15 -9 -18 24 27 26 -26 -4 -13 -30
right_child=1 -3 23 4 6 -7 7 11 9 -11 -12 14 13 20 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0056707478803304659 0.013443973960421707 0.0109782563442434 -0.0066854412470121177 -0.001862483756996765 -0.00034628690530380443 -0.0029571422464892134 0.012986803717583982 0.003081633431302553 -0.010564032502905501 -0.0089937156815054382 0.031244547026852785 -0.0038664678078932958 0.031602253250608815 0.017175288163844254 -0.0071403316987636856 0.01803681708477271 -0.010877516206858831 0.019420575345387752 -0.0031954873388319849 0.02032531975176758 -0.0018658668716890533 -0.0067548650949534866 0.0085758896003416893 -0.003223502461174177 -0.0053071216742079609 0.031698747315385987 0.01763782974254419 0.011945690573128645 -0.011494136130614048 0.0030866078871399482
leaf_count=354 23 45 146 722 1578 752 34 463 29 217 21 129 29 23 113 27 40 31 369 21 20 60 20 1110 68 20 37 26 23 1450
internal_value=0 0.0128389 0.00466457 0.04554 0.0830079 -0.247935 0.117467 0.189665 -0.385518 -0.583296 0.862437 0.227029 0.467415 1.68118 0.15629 0.287487 0.202719 0.282595 -0.141077 0.575628 0.900184 0.211156 -0.37325 -0.217625 0.170896 0.932191 0.447649 -0.374788 0.24587 0.284773
internal_count=8000 7646 7601 6194 5419 775 4697 3119 301 267 50 2818 622 72 2196 550 2083 1633 450 81 43 523 60 1407 297 125 105 172 1602 1473
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=168
num_leaves=31
num_cat=2
split_feature=5 14 14 6 11 13 13 9 9 11 11 5 7 15 18 13 13 9 5 13 14 9 4 0 11 6 15 11 17 16
split_gain=5.31388 3.93818 6.12311 5.91806 4.43439 5.35057 7.34867 6.41104 5.05642 6.09901 4.06679 3.9778 3.89904 6.57588 3.82254 3.81503 3.75238 3.58789 3.56073 4.29394 3.5177 3.47459 5.53938 3.86389 3.41477 8.19721 6.89785 6.59105 4.32177 4.23539
threshold=-18480.999999999996 16569.000000000004 17174.250000000004 0.019050000000000001 -4437.4999999999991 25951.500000000004 18544.500000000004 -1084.4999999999998 -800.49999999999989 -2514.4999999999995 -4036.9999999999995 -20003.499999999996 1.0000000180025095e-35 0.8791500000000001 0.0035500000000000006 114120.00000000001 472477.50000000006 -247.49999999999997 -18348.999999999996 146632.50000000003 8358.7500000000018 -397.49999999999994 0 1 -2959.4999999999995 0.019650000000000004 0.77460000000000007 -6353.4999999999991 0.029200000000000004 14.500000000000002
decision_type=2 2 2 10 2 8 10 8 8 2 2 2 2 10 8 8 10 8 2 8 2 10 1 1 2 8 10 2 10 10
left_child=1 11 -3 4 14 6 -6 10 9 -9 -7 15 13 18 21 20 17 -10 19 -2 -1 22 -4 -24 27 -26 28 -14 29 -27
right_child=12 2 3 -5 5 7 -8 8 16 -11 -12 -13 24 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0063871749393655461 0.0001153070972898237 0.012562980770827856 -0.010726967506740138 -0.0075437406626900384 0.00078262530886305884 0.011309096205886257 0.026006292082880304 0.030954260472642603 -0.0050377542693057333 0.0039859591760416802 -0.0069607710063974747 -0.010703730228397696 0.0062567302857279286 -0.0092597088408399985 -0.0036811753485206447 0.00087958272348095479 0.01542128453752149 0.0041726235372275223 0.00019884197471997742 0.019060002602497829 -0.0087807174906866375 0.017799905872148337 0.0015022319706578485 0.0192317472194754 -0.011041138300250376 0.0078653650598382273 0.020565611031999304 -0.0028435086168401768 -0.010963261374704589 -0.006856565764349727
leaf_count=39 35 45 51 294 39 27 25 20 106 33 222 152 121 142 767 273 24 131 4605 20 226 20 99 21 35 151 26 209 21 21
internal_value=0 -0.171667 -0.0767787 -0.119548 -0.0299592 0.218442 1.22623 0.0863437 0.397166 1.51215 -0.494122 -0.463232 0.0499309 0.0127971 -0.225727 -0.27578 0.201202 0.0590273 0.0307965 0.885342 -0.668515 0.300685 0.0843552 0.589777 0.282602 0.537092 0.712237 0.0665669 0.513105 0.632754
internal_count=8000 2614 1924 1879 1585 627 64 563 314 53 249 690 5386 4802 958 538 261 237 4660 55 265 191 171 120 584 254 219 330 193 172
cat_boundaries=0 1 2
cat_threshold=16 1
shrinkage=0.01


Tree=169
num_leaves=31
num_cat=5
split_feature=11 17 0 9 13 16 16 3 11 16 2 13 6 16 9 14 13 16 14 17 14 15 9 2 9 5 5 4 7 14
split_gain=5.25626 5.04178 4.99312 5.36237 5.7172 5.88188 5.20449 5.09436 4.40691 4.26872 6.37759 4.79796 4.85801 4.72313 5.57647 4.6757 6.27374 5.04005 5.80128 7.38267 4.73232 4.21302 5.49481 5.86444 5.56062 4.33316 5.32395 6.44133 5.17445 6.01477
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 85726.62000000001 8.5000000000000018 21.500000000000004 1 -196.49999999999997 8.5000000000000018 2 1047735.0000000001 0.097600000000000006 4.5000000000000009 -2422.4999999999995 29049.750000000004 672502.50000000012 2.5000000000000004 35991.000000000007 0.21380000000000002 24466.500000000004 0.65045000000000008 -1494.4999999999998 3 -818.49999999999989 -16821.999999999996 -16578.499999999996 4 1.5000000000000002 22020.750000000004
decision_type=2 10 1 10 10 8 8 9 2 8 1 10 10 10 10 2 8 8 2 8 2 8 8 1 10 2 2 1 2 2
left_child=-1 2 9 6 -5 -6 8 -8 -4 10 13 12 -11 15 -15 16 20 -17 -19 -20 -2 22 -9 24 -24 -23 -27 -28 29 -29
right_child=1 -3 3 4 5 -7 7 21 -10 11 -12 -13 -14 14 -16 17 -18 18 19 -21 -22 25 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.0056321775562094122 0.0078110364020699766 -0.0051296975498628444 -0.0043961261101874574 0.0076887368146897122 0.014409328931859949 -0.0026119139156975265 -0.0033391385694284161 -0.0067033588232675917 0.0095006733983892463 0.0022151513809044727 -0.0075462324145224467 -0.0057297905685858427 0.015103655397193064 0.0062455392299912435 -0.0070228472311789063 -0.010837323881240004 -0.0054742509842994266 -0.010914630285780802 -0.0044463448564688564 0.023685078547139478 0.02743101286825337 -0.0019029420691505849 0.022305192373697835 -0.0026989672624422316 0.00067728870591977658 0.012869017672102433 -0.006969517041934368 0.0039104343201881572 0.015507671157248271 -0.00080234781662223155
leaf_count=354 31 309 850 152 25 196 605 37 26 1837 189 101 29 57 149 43 21 22 25 26 22 1382 37 30 21 48 129 474 24 749
internal_value=0 0.0126291 0.0292478 -0.0483388 0.325628 -0.0493697 -0.0912536 -0.0303962 -0.376571 0.144267 -0.144261 0.209909 0.243286 0.105872 -0.292652 0.505853 1.13194 0.000841855 0.568555 1.21897 1.69774 0.034475 0.652452 1.04664 1.5953 0.00381027 0.114803 0.0793057 0.146118 0.113904
internal_count=8000 7646 7337 4785 373 221 4412 3536 876 2552 585 1967 1866 396 206 190 74 116 73 51 53 2931 125 88 58 2806 1424 1376 1247 1223
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 50 2 2 4
shrinkage=0.01


Tree=170
num_leaves=31
num_cat=3
split_feature=18 5 6 16 6 18 11 9 13 9 11 9 0 11 15 9 5 11 13 6 13 9 11 4 17 13 11 16 4 9
split_gain=5.2369 5.28465 6.56334 5.53986 6.82031 5.31476 8.66986 14.4615 8.97068 4.90483 4.54451 4.41157 4.06927 3.90907 5.38313 3.8629 3.94319 3.80785 3.68984 3.66549 4.22725 4.62165 9.07521 12.4398 3.88181 7.60429 6.7353 4.42262 3.54573 7.06241
threshold=0.015050000000000003 -12831.499999999998 0.24935000000000004 10.500000000000002 0.014750000000000001 0.0032500000000000007 -5134.4999999999991 -2320.4999999999995 179898.75000000003 -2690.9999999999995 -400.49999999999994 -516.49999999999989 0 -8727.4999999999982 0.82035000000000013 -2664.9999999999995 -24286.499999999996 -1135.9999999999998 153644.85000000003 0.0020500000000000002 21530.250000000004 -1480.4999999999998 -2296.4999999999995 1 0.054600000000000003 54915.30000000001 -7301.9999999999991 14.500000000000002 2 -1333.4999999999998
decision_type=10 2 10 8 10 10 2 8 10 8 2 8 1 2 10 8 2 2 8 8 8 10 2 1 10 8 2 8 1 10
left_child=1 2 3 10 5 9 7 -7 -9 -5 28 -12 -6 14 -2 -11 -17 19 -14 -15 -21 -22 24 -24 25 -23 -27 -26 29 -1
right_child=13 -3 -4 4 12 6 -8 8 -10 15 11 -13 18 17 -16 16 -18 -19 -20 20 21 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=-0.010586564542984733 -0.010630288360160391 0.0016357670409901958 0.023087371982134178 -0.0056542005064032144 -0.0076478092161521415 0.037901815382188619 -0.0021001196515395807 -0.002101348872654982 0.023413876916697354 0.016822437184799022 -0.0031385339501326498 0.016422375571114367 -0.0063836363633619289 -0.0086273795137147263 0.009964297074591684 0.014399426908932896 0.00027842211691429325 -0.0060881947680504339 0.0062918177491826559 -0.0086609394871950528 -0.0021739818234415005 0.022235323111980555 0.031964868890474729 -0.0010776018016077184 0.0063214269587920629 0.014066139119616189 -0.0046586414429804013 -0.010881411067907701 -0.0054179867803729968 0.020100934901521865
leaf_count=28 194 1871 20 240 397 27 99 66 28 22 33 21 56 76 30 39 3103 219 58 64 273 26 34 33 38 36 91 66 686 26
internal_value=0 0.0322278 -0.0452287 -0.0537619 0.000873395 0.0521025 0.63139 1.32315 0.606063 0.0154484 -0.365207 0.574815 -0.479786 -0.252187 -0.795535 0.0513179 0.0406352 -0.154909 0.0554358 -0.0211706 0.0687247 0.172025 0.473094 1.72209 0.146264 0.504476 0.107214 -0.468726 -0.464703 0.582018
internal_count=8000 6820 4949 4929 4135 3624 220 121 94 3404 794 54 511 1180 224 3164 3142 956 114 737 661 597 324 67 257 153 127 104 740 54
cat_boundaries=0 1 2 3
cat_threshold=1 16 4
shrinkage=0.01


Tree=171
num_leaves=31
num_cat=4
split_feature=11 17 0 9 13 16 3 5 4 9 13 9 11 17 11 16 2 13 13 18 9 16 5 5 5 9 9 15 9 13
split_gain=5.15748 4.95314 4.8861 5.2372 5.608 5.08324 5.02021 4.78618 6.54157 4.45709 5.58367 5.57466 5.38781 4.41901 7.19422 4.13516 6.29661 4.70506 4.74378 5.94829 8.39825 5.13597 5.09045 5.40094 8.29337 6.43469 5.6852 5.33133 4.87827 4.75233
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 17654.175000000003 21.500000000000004 1 -21079.499999999996 2 -172.49999999999997 85726.62000000001 -197.49999999999997 -966.49999999999989 0.18820000000000003 -415.99999999999994 8.5000000000000018 3 1047735.0000000001 225002.25000000003 0.0034500000000000004 -691.49999999999989 16.500000000000004 -10218.499999999998 -12393.499999999998 -16821.999999999996 -2560.4999999999995 -1188.4999999999998 0.79420000000000013 -1638.4999999999998 107365.50000000001
decision_type=2 10 1 10 10 8 9 2 1 8 8 10 2 8 2 8 1 10 10 10 10 10 2 2 2 8 8 10 8 10
left_child=-1 2 15 5 -5 13 -7 -6 -9 10 -10 -12 -11 -4 -15 16 -2 18 21 -20 -21 22 23 24 -17 -25 -26 28 -27 -30
right_child=1 -3 3 4 7 6 -8 8 9 12 11 -13 -14 14 -16 17 -18 -19 19 20 -22 -23 -24 25 26 27 -28 -29 29 -31
leaf_value=-0.0055975494283726354 0.0010605780656230814 -0.0050985482749489755 -0.0073302271515590482 0.018393840505027043 -0.010652468641129046 -0.0033210602412734103 0.00033938444418950194 0.024219932901542628 0.017437303449690047 -0.0036627295199363487 0.010564360661231689 -0.011142922000468292 0.0080340224699067039 -0.0028580691317868011 0.014036446270582356 0.0052803611052899676 -0.0075139488489023142 -0.0057011829940467511 0.0037846442085552852 0.0026614371671807354 0.026207249972737864 -0.0025731903290337906 -0.0021296093145627632 -0.011063224083526673 -0.0069846626360967265 0.016789893460996092 0.0013799382025486131 0.019346534529377776 0.0017254530878753017 0.013656560260594341
leaf_count=354 396 309 370 20 49 605 2931 20 31 152 28 25 48 476 30 410 189 101 280 40 28 278 185 22 166 33 231 31 124 38
internal_value=0 0.0124181 0.0288512 -0.0479623 0.321106 -0.0904601 -0.0304125 0.213978 0.33015 0.224234 0.826331 0.114705 -0.0391842 -0.373177 -0.139069 0.142539 -0.141947 0.206969 0.239885 0.598872 1.48496 0.165003 0.248292 0.338781 0.19559 0.70872 -0.143788 0.833323 0.651503 0.443738
internal_count=8000 7646 7337 4785 373 4412 3536 353 304 284 84 53 200 876 506 2552 585 1967 1866 348 68 1518 1240 1055 807 248 397 226 195 162
cat_boundaries=0 1 2 3 4
cat_threshold=2 50 2 2
shrinkage=0.01


Tree=172
num_leaves=31
num_cat=2
split_feature=18 5 6 16 6 18 11 9 13 9 11 9 0 11 15 11 9 5 6 13 9 11 4 17 13 11 16 13 17 14
split_gain=5.13118 5.1305 6.34986 5.40341 6.69694 5.17748 8.40135 13.5546 8.58917 4.81338 4.42576 4.24596 4.01946 3.86378 5.3128 3.75979 3.72656 3.82488 3.61151 4.17459 4.49447 8.74895 11.7324 3.78918 7.31138 6.50193 4.36897 3.60208 3.4996 3.9288
threshold=0.015050000000000003 -12831.499999999998 0.24935000000000004 10.500000000000002 0.014750000000000001 0.0032500000000000007 -5134.4999999999991 -2320.4999999999995 179898.75000000003 -2690.9999999999995 -400.49999999999994 -516.49999999999989 0 -8727.4999999999982 0.82035000000000013 -1135.9999999999998 -2664.9999999999995 -24286.499999999996 0.0020500000000000002 21530.250000000004 -1480.4999999999998 -2296.4999999999995 1 0.054600000000000003 54915.30000000001 -7301.9999999999991 14.500000000000002 153644.85000000003 0.029200000000000004 45180.000000000007
decision_type=10 2 10 8 10 10 2 8 10 8 2 8 1 2 10 2 8 2 8 8 10 2 1 10 8 2 8 8 10 2
left_child=1 2 3 10 5 9 7 -7 -9 -5 -1 -12 -6 14 -2 18 -11 -18 -15 -20 28 23 -23 24 -22 -26 -25 -14 29 -21
right_child=13 -3 -4 4 12 6 -8 8 -10 16 11 -13 27 15 -16 -17 17 -19 19 20 21 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0046053953864128054 -0.010623481445836452 0.0016109011855120234 0.022516628431625833 -0.005620351673990282 -0.0076202416557067188 0.03643536772988229 -0.0020916266447856221 -0.0020787466881391266 0.022738315616966417 0.016408878733972725 -0.0031292028200839168 0.015993060840745345 -0.0063495975981037733 -0.0086016274744485331 0.0097690615682630762 -0.00605990369147579 0.01410155952921234 0.00027351545937660544 -0.0086429569867978746 -0.0094983626932827886 0.021652042770623287 0.030866687865514577 -0.0010610219007872682 0.0062256756047143003 0.013690514953300823 -0.0046309739351096018 -0.010874077619957279 0.0061762328596183082 0.0026106919646748223 0.0078073044195280782
leaf_count=740 194 1871 20 240 397 27 99 66 28 22 33 21 56 76 30 219 39 3103 64 118 26 34 33 38 36 91 66 58 133 22
internal_value=0 0.0318156 -0.0445859 -0.0530556 0.00079471 0.051425 0.62163 1.29705 0.597561 0.0151631 -0.361519 0.562932 -0.476813 -0.25005 -0.792779 -0.153526 0.0505844 0.0400203 -0.0208255 0.0680413 0.170308 0.466104 1.68293 0.143902 0.496056 0.104429 -0.465957 0.0541031 -0.214799 -0.643861
internal_count=8000 6820 4949 4929 4135 3624 220 121 94 3404 794 54 511 1180 224 956 3164 3142 737 661 597 324 67 257 153 127 104 114 273 140
cat_boundaries=0 1 2
cat_threshold=1 16
shrinkage=0.01


Tree=173
num_leaves=31
num_cat=1
split_feature=11 7 17 14 3 11 5 5 5 16 5 11 5 9 19 11 5 14 11 15 15 15 13 5 18 15 15 14 13 16
split_gain=5.0617 4.90195 4.90223 5.21296 4.24291 4.09144 6.5045 4.34965 6.96806 3.82649 5.49483 5.2991 6.45694 10.6866 4.10863 11.8576 7.99369 8.29795 7.60925 5.49539 4.80382 8.52386 4.28096 9.05166 3.93182 3.71058 3.58998 3.55646 7.62621 7.99271
threshold=-11707.999999999998 2.5000000000000004 1.0000000180025095e-35 13286.250000000002 0 -7570.4999999999991 -15199.999999999998 -20895.499999999996 -22758.499999999996 25.500000000000004 -22066.499999999996 -10201.499999999998 -23976.999999999996 -849.49999999999989 1.5000000000000002 -966.49999999999989 -11319.499999999998 24867.000000000004 -369.99999999999994 0.78115000000000012 0.61775000000000013 0.50670000000000004 40558.500000000007 -12713.499999999998 0.010950000000000001 0.67005000000000015 0.74845000000000017 19136.250000000004 153644.85000000003 8.5000000000000018
decision_type=2 2 10 2 9 2 2 2 2 8 2 2 2 8 2 2 2 2 2 10 10 10 8 2 10 10 10 2 8 10
left_child=-1 2 3 5 -5 6 7 8 -2 -6 11 -11 13 -13 15 19 17 -17 20 24 21 -16 23 26 -12 -7 -22 28 -4 -30
right_child=1 -3 27 4 9 25 -8 -9 -10 10 14 12 -14 -15 18 16 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0055633966327454133 -0.0042124577752531587 0.0106808953278751 -0.003691153455978557 -0.0018347555128000281 -0.00032696015577303564 -0.0026267117611880851 0.01573433321708529 -0.0070694933777422477 0.029579292385064165 0.012821400311704208 0.0030002020500190609 -0.010563377497971019 -0.0089735721762690991 0.029872579699976257 0.0023841576908427359 0.0094307726073362217 0.00087913901789767816 0.035037993791597603 -0.0071264200359655696 0.017586359692084112 -0.010871115033303902 0.018705153637230576 -0.0031761030128157519 0.019714407322197924 -0.0067344636526911255 -0.010906249371353052 0.0084170033895875681 -0.0031670893969204679 0.0044558518485408975 0.030467330977085011
leaf_count=354 33 45 172 722 1578 501 32 87 20 34 463 29 217 21 1602 22 20 30 113 27 40 31 369 21 60 102 20 1110 105 20
internal_value=0 0.0122189 0.00417324 0.0437122 0.0807405 -0.247022 0.309551 -0.174175 0.886886 0.114427 0.183922 -0.382628 -0.580552 0.837434 0.220439 0.456747 1.63767 2.33508 0.150757 0.280035 0.196493 0.274333 -0.140747 0.564577 0.204839 -0.381399 -0.370579 -0.212331 0.172965 0.919291
internal_count=8000 7646 7601 6194 5419 775 172 140 53 4697 3119 301 267 50 2818 622 72 52 2196 550 2083 1633 450 81 523 603 60 1407 297 125
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=174
num_leaves=31
num_cat=0
split_feature=5 14 14 6 11 13 5 19 5 14 11 11 11 16 5 13 9 7 15 18 13 5 13 14 15 13 13 6 11 6
split_gain=4.99973 3.88834 5.90947 5.77912 4.28338 5.17871 7.86975 7.48123 6.04323 5.63242 4.51173 11.0545 4.42743 4.39335 3.98183 3.77284 7.63992 3.76431 6.43739 3.75879 3.7531 3.50249 4.12568 3.49459 3.4267 3.96814 5.25139 5.32115 3.26822 7.96555
threshold=-18480.999999999996 16569.000000000004 17174.250000000004 0.019050000000000001 -4437.4999999999991 57678.750000000007 -22383.499999999996 1.5000000000000002 -20220.999999999996 22432.500000000004 -444.99999999999994 -291.49999999999994 -3314.4999999999995 6.5000000000000009 -20003.499999999996 472477.50000000006 -939.99999999999989 1.0000000180025095e-35 0.8791500000000001 0.0035500000000000006 114120.00000000001 -18348.999999999996 146632.50000000003 8358.7500000000018 0.80075000000000018 79871.400000000009 122121.00000000001 0.0041500000000000009 -2959.4999999999995 0.019650000000000004
decision_type=2 2 2 10 2 10 2 2 2 2 2 2 2 10 2 8 10 2 10 8 8 2 8 2 10 8 8 8 2 8
left_child=1 14 -3 4 19 6 -6 8 -8 -9 15 -12 -11 -14 20 -7 -17 18 21 24 23 22 -2 -1 25 -4 -27 -28 -19 -30
right_child=17 2 3 -5 5 10 7 9 -10 12 11 -13 13 -15 -16 16 -18 28 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0063848237489425707 0.00013812225760753095 0.012303132855536743 -0.0040709142736013709 -0.0074865516817525547 -0.0077847239341804217 -0.0049761938719746846 0.035328337800992947 0.019063755351215812 0.0094534880646601031 0.011033112535221847 0.030731163099575631 -0.0057151307514812771 -0.011114920303149829 0.0074607217589312885 -0.010697033890416478 -0.01058786893602315 0.019537124887076072 0.00064931779093242324 -0.0092350117420692095 -0.0036258022883081859 0.00089746439658292866 0.00018532965832539954 0.01867509329579586 -0.0087483462440234253 -0.010618464029786143 0.027864029173249035 0.020512394677289682 -0.0018073630505308215 -0.011033150954595079 0.0069541281906802819
leaf_count=39 35 45 57 294 54 281 27 31 21 34 20 33 50 22 152 29 25 330 142 767 273 4605 20 226 30 20 20 64 35 219
internal_value=0 -0.167184 -0.0728015 -0.115222 -0.0271003 0.21661 0.622201 0.940404 2.18477 0.522561 -0.100922 0.95747 0.144692 -0.401168 -0.458176 -0.289927 0.659327 0.048198 0.0116788 -0.220477 -0.270388 0.029365 0.87586 -0.66324 0.301472 0.533243 0.988518 0.520823 0.276519 0.524642
internal_count=8000 2614 1924 1879 1585 627 239 185 48 137 388 53 106 72 690 335 54 5386 4802 958 538 4660 55 265 191 161 104 84 584 254
shrinkage=0.01


Tree=175
num_leaves=31
num_cat=6
split_feature=11 17 0 9 13 16 3 15 9 2 9 2 13 9 17 11 11 6 11 7 5 4 9 13 13 5 5 4 13 19
split_gain=4.95841 4.81989 4.77248 5.07911 5.45101 4.93905 5.15646 4.95245 5.75531 6.41036 4.68486 5.46543 4.68815 6.75029 4.3638 6.90677 4.30294 9.66024 5.39206 5.9794 5.16749 6.15055 5.84335 4.8512 6.69953 5.05118 6.96687 4.41722 7.35998 6.20143
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 17654.175000000003 21.500000000000004 1 0.65045000000000008 -1494.4999999999998 2 -172.49999999999997 3 85726.62000000001 -197.49999999999997 0.18820000000000003 -415.99999999999994 -5408.9999999999991 0.060100000000000008 -3944.4999999999995 1.5000000000000002 -22464.999999999996 4 -1364.4999999999998 351900.00000000006 216225.00000000003 -18113.999999999996 -16387.999999999996 5 125890.20000000001 2.5000000000000004
decision_type=2 10 1 10 10 8 9 8 8 1 10 1 8 10 8 2 2 8 2 2 2 1 8 10 10 2 2 1 8 2
left_child=-1 2 -2 5 -5 14 -7 8 -8 -10 12 -12 -6 -14 -4 -16 -9 -18 20 -20 -19 22 -22 24 25 -23 -27 28 29 -28
right_child=1 -3 3 4 10 6 7 16 9 -11 11 -13 13 -15 15 -17 17 18 19 -21 21 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0055258591729488785 0.0014045176980283629 -0.0050517541833788523 -0.0072911715661977917 0.018042398416418304 0.015576706485517955 -0.0034452489329555732 -0.0066855154230054878 -0.0020331932330367843 0.016417363003495684 -0.0028404857786964526 -0.0039848051559637403 0.0063982815597104304 0.011429632054755261 -0.011078684332415592 -0.0028225823072793609 0.013616202527112707 -0.0050630078943735063 -0.010533653901292081 0.00042940540349265411 0.016120225082417616 0.041634647969857323 -0.0071184825986801061 0.0077768580971821688 -0.0074376933257661697 0.024938345902761762 0.027600021515594739 -0.0048497077477681755 -0.0027665330605082723 0.019475517064527815 0.012684453328433123
leaf_count=354 2552 309 370 20 40 578 37 1124 59 31 170 80 33 30 476 30 331 38 995 24 20 47 21 28 21 20 40 52 35 35
internal_value=0 0.0120221 0.0281748 -0.0478009 0.315067 -0.089749 -0.0306768 0.0329334 0.693816 1.08443 0.209203 -0.0421505 0.786576 0.165614 -0.369288 -0.136871 -0.000695151 0.104045 0.222462 0.090706 0.588054 0.694214 2.36258 0.561859 0.705839 0.544632 0.733185 0.547772 0.863223 0.310692
internal_count=8000 7646 7337 4785 373 4412 3536 2958 127 90 353 250 103 63 876 506 2831 1707 1376 1019 357 319 41 278 250 229 182 162 110 75
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 34 2 2 2 16
shrinkage=0.01


Tree=176
num_leaves=31
num_cat=1
split_feature=18 5 6 16 6 18 11 9 13 9 11 9 0 11 15 11 19 9 18 11 5 11 19 14 13 14 16 6 13 9
split_gain=4.9138 4.91822 6.13347 5.26452 6.45095 5.07274 8.1944 12.7714 8.21864 4.71144 4.29459 4.10947 3.9793 3.81395 5.28847 3.71454 3.59966 5.98417 5.04717 4.94069 4.93788 4.74955 9.24956 21.0875 4.47413 7.60451 8.86001 3.5553 4.13883 4.38751
threshold=0.015050000000000003 -12831.499999999998 0.24935000000000004 10.500000000000002 0.014750000000000001 0.0032500000000000007 -5134.4999999999991 -2320.4999999999995 179898.75000000003 -2690.9999999999995 -400.49999999999994 -516.49999999999989 0 -8727.4999999999982 0.82035000000000013 -1135.9999999999998 2.5000000000000004 -2560.4999999999995 0.00030000000000000008 -7039.9999999999991 -13787.499999999998 -854.49999999999989 1.5000000000000002 24867.000000000004 167348.25000000003 34782.750000000007 13.500000000000002 0.0020500000000000002 21530.250000000004 -1480.4999999999998
decision_type=10 2 10 8 10 10 2 8 10 8 2 8 1 2 10 2 2 10 10 2 2 2 2 2 10 2 10 8 8 10
left_child=1 2 3 10 5 9 7 -7 -9 -5 -1 -12 -6 14 -2 27 18 19 21 -18 24 -11 23 -23 25 -19 -27 -15 -29 -30
right_child=13 -3 -4 4 12 6 -8 8 -10 16 11 -13 -14 15 -16 -17 17 20 -20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.004561652287911915 -0.010614659682472327 0.0015734152786509425 0.021939382938573972 -0.0055869193068389111 0.0005729193040677384 0.035186824055021576 -0.0020892956575309022 -0.002039398730261328 0.022114250032017356 0.00081028038829842101 -0.003142181577567345 0.015600609688383116 -0.007573806982555025 -0.0085641791330142471 0.0097405140239237749 -0.0060167075084183157 0.019251795554061486 -0.0023446880210066271 -0.010874080708150139 0.0015222415791689278 -0.0099001501879087423 -0.00047535190843474274 0.0011472887416273275 0.035688770584295607 -0.0069785309571339651 0.0020931346563489734 0.030768442253722876 -0.0086227086858652168 -0.0021046208500110023 0.004630252454191206
leaf_count=740 194 1871 20 240 114 27 99 66 28 2222 33 21 397 76 30 219 25 199 53 89 127 43 162 29 151 43 21 64 273 324
internal_value=0 0.0309729 -0.0439458 -0.0523494 0.000707918 0.0501535 0.613376 1.27631 0.591955 0.0142043 -0.357729 0.549381 -0.47059 -0.245521 -0.78857 -0.149773 0.0491244 -0.190309 0.116853 0.514301 -0.363827 0.141075 0.607401 1.57767 -0.16304 0.118276 1.22453 -0.017953 0.0698828 0.171493
internal_count=8000 6820 4949 4929 4135 3624 220 121 94 3404 794 54 511 1180 224 956 3164 655 2509 114 541 2456 234 72 414 263 64 737 661 597
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=177
num_leaves=31
num_cat=1
split_feature=11 17 7 14 11 18 6 5 5 5 4 14 15 9 11 13 13 11 11 11 18 14 6 9 14 15 14 6 9 15
split_gain=4.86536 4.7332 4.67628 4.34938 4.54413 4.12309 4.01104 3.86088 6.62102 10.3093 3.74281 5.82393 4.92739 4.8253 6.427 4.22614 7.05031 7.60104 13.3074 6.65482 5.38431 4.58035 4.89421 10.3342 7.03622 6.2934 6.92074 4.02848 3.89309 5.74664
threshold=-11707.999999999998 0.25000000000000006 2.5000000000000004 13286.250000000002 -7570.4999999999991 0.0046500000000000005 0.24135000000000004 -15199.999999999998 -20895.499999999996 -22758.499999999996 0 14598.000000000002 0.65695000000000003 -2381.4999999999995 -4793.9999999999991 1.0000000180025095e-35 24988.500000000004 -1265.9999999999998 -4225.4999999999991 -8944.4999999999982 0.21840000000000001 59942.250000000007 0.0080500000000000016 -442.49999999999994 26592.750000000004 0.74195000000000011 36425.250000000007 0.011250000000000001 -864.49999999999989 0.74195000000000011
decision_type=2 10 2 2 2 10 10 2 2 2 1 2 10 10 2 8 8 2 2 2 10 2 8 8 2 8 2 8 10 8
left_child=-1 2 3 4 5 7 -3 8 9 -2 11 12 13 -5 -15 -12 17 18 19 -17 21 22 23 24 -18 26 -26 -24 -13 -30
right_child=1 6 -4 10 -6 -7 -8 -9 -10 -11 15 28 -14 14 -16 16 20 -19 -20 -21 -22 -23 27 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0054916126306093884 -0.0028350780245515518 -0.0068196294646408534 0.010577523996806474 0.016774640969495949 -0.0037335419587384809 -0.010730343633247442 0.0077998724358701614 0.015135907076672344 -0.0049212673665004741 0.040049622694118436 -0.0074666988619311557 -1.3996098179977675e-05 0.020742176867887107 -0.011188977018253797 0.00871746865211738 0.019360991904790317 -0.010748920477806272 -0.011184861153246959 0.022846103515263245 -0.0031593715096718497 0.019422220480251964 -0.0092223984909046344 -0.010873079720698899 0.015794275909986361 0.027323514800554154 -0.010705676112882527 -9.5129292654898908e-05 -0.00086003140458661327 -0.0040186208714516917 0.0032181758364202206
leaf_count=354 28 275 44 26 665 34 34 32 81 20 119 2071 30 34 38 29 74 29 53 87 20 106 63 62 25 26 28 2332 145 1036
internal_value=0 0.0118172 0.0277857 0.0196705 -0.235144 0.314913 -0.502015 0.562406 0.163935 1.5697 0.0504197 0.123918 0.818655 0.479828 0.0381003 -0.0523885 -0.0229099 0.643658 0.937273 0.15295 -0.0763075 -0.0908527 -0.0605949 0.484396 -0.142043 0.645059 1.35084 -0.111712 0.0948951 0.240715
internal_count=8000 7646 7337 7293 860 195 309 161 129 48 6433 3380 128 98 72 3053 2934 198 169 116 2736 2716 2610 215 153 79 53 2395 3252 1181
cat_boundaries=0 1
cat_threshold=16
shrinkage=0.01


Tree=178
num_leaves=31
num_cat=1
split_feature=5 5 14 17 14 18 5 6 15 5 13 13 13 13 16 9 8 14 13 15 19 0 9 18 11 14 18 6 13 14
split_gain=4.81437 4.02504 3.83785 4.66372 4.65944 4.49274 4.41798 4.24904 4.01311 3.97124 4.36882 4.06248 3.84078 3.81807 3.61773 3.43657 5.47112 5.08494 7.70717 12.9847 4.10868 5.59006 7.24775 6.58623 6.61364 10.5168 5.33718 9.63271 11.0374 5.3234
threshold=-19736.499999999996 -19917.499999999996 48150.000000000007 0.70000000000000007 13286.250000000002 0.004850000000000001 -19679.499999999996 0.32790000000000002 0.8791500000000001 -16525.499999999996 123614.05500000001 29985.750000000004 3115581.7500000005 229920.75000000003 3.5000000000000004 -490.49999999999994 1.0000000180025095e-35 14598.000000000002 136811.25000000003 0.8791500000000001 2.5000000000000004 0 -656.49999999999989 0.0035500000000000006 -1037.4999999999998 34985.250000000007 0.031650000000000005 0.057900000000000007 88557.750000000015 26779.500000000004
decision_type=2 2 2 8 2 10 2 10 10 2 10 8 10 10 10 10 10 2 8 8 2 1 10 10 2 2 10 10 8 2
left_child=1 -1 4 -4 5 -2 -6 8 12 -5 11 -11 15 -12 -15 16 17 18 19 -8 21 22 23 24 -19 29 -23 28 -28 -26
right_child=2 -3 3 9 6 -7 7 -9 -10 10 13 -13 -14 14 -16 -17 -18 20 -20 -21 -22 26 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0015527194205610198 -0.0010036396430815532 -0.010634463668665163 -0.0059756911006419531 -0.0070580187194529409 0.016620992803590546 -0.0095168435719389429 0.033094458237059213 0.016068279038329709 -0.0060752418117572295 0.011119396238600728 0.020358812028451603 -0.0045039794957486209 -0.0086299929198946686 0.01327110530002097 -0.0058609290929533655 0.0027988231334690888 0.016488824418905416 0.0038568453300568861 -0.0013988579858808627 0.0035422389317203125 -0.001483729520740968 -0.0010847608598053313 -0.0077258985371150548 -0.0028444857834840419 0.012171065845625072 0.026508764951550953 0.020739204923517936 0.030816657230274408 -0.006460766312500984 -0.0072746099896321952
leaf_count=1903 503 99 310 74 24 110 21 25 139 20 24 89 54 23 26 914 28 517 70 49 1222 1331 66 149 34 27 32 21 74 22
internal_value=0 -0.201133 0.0378427 -0.255794 0.0644686 -0.231708 0.0994233 0.0924002 0.0853992 0.0785709 0.324001 -0.0993562 0.0999176 0.98077 0.393187 0.110126 0.0577651 0.0461282 0.671869 1.43533 0.0184257 0.106116 0.309305 0.395168 0.529237 1.29233 -0.0433128 0.728712 0.232945 0.482516
internal_count=8000 2002 5998 566 5432 613 4819 4795 4770 256 182 109 4631 73 49 4577 3663 3635 140 70 3495 2273 815 749 600 83 1458 127 106 56
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=179
num_leaves=31
num_cat=3
split_feature=11 17 0 5 4 6 16 2 17 9 14 9 11 13 11 13 6 9 14 16 14 7 14 14 13 19 5 15 9 18
split_gain=4.77068 4.65838 4.58941 4.90298 4.95323 3.89357 3.87741 6.20611 4.60863 8.27322 7.79157 6.89088 7.51229 6.00693 4.59023 4.58467 4.66224 3.80259 5.74359 7.06177 5.34449 3.76546 3.95233 5.89176 5.77364 5.63617 5.03409 4.83528 4.77582 4.5253
threshold=-11707.999999999998 0.25000000000000006 0 -16141.999999999998 1 0.24135000000000004 8.5000000000000018 2 0.21380000000000002 -2407.4999999999995 22632.750000000004 -1165.4999999999998 -4036.9999999999995 336332.25000000006 -6042.4999999999991 1047735.0000000001 0.097600000000000006 -2619.4999999999995 21125.250000000004 14.500000000000002 30683.250000000004 1.5000000000000002 29223.000000000004 25663.500000000004 711225.00000000012 2.5000000000000004 -10554.499999999998 0.66350000000000009 -2733.4999999999995 0.027850000000000003
decision_type=2 10 1 2 1 10 8 1 8 8 2 8 2 8 2 10 10 8 2 8 2 2 2 2 10 2 2 8 8 10
left_child=-1 2 6 -4 -5 -3 7 8 9 -2 -10 -12 14 -14 -13 16 21 18 -6 -20 -21 22 23 25 28 27 -27 -8 -24 -30
right_child=1 5 3 4 17 -7 15 -9 10 -11 11 12 13 -15 -16 -17 -18 -19 19 20 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0054556401355114435 0.011553947828454477 -0.0067872820302301131 -0.0020097342438254936 0.0016017474885865934 -0.011094749708429079 0.0075413262900831252 -0.0082839519903342377 -0.0074750544386340684 -0.0084520865192291156 -0.0086073833421069432 -0.0023516872228940121 0.010765223847341757 -0.0047195001901069056 0.016298286153053156 0.031960757758334922 -0.0056876783335589624 0.014635324272778902 -0.0023770722219510743 -0.010617643585946359 0.029479359634131216 0.0037376500835572101 0.01098041119841975 -0.010865984044813752 -0.0050592732316964949 0.017937394133705428 -0.0050280009411373958 0.0071282400601820773 0.0038719218181650357 0.0043744264516064378 -0.0053854407790434886
leaf_count=354 37 275 2377 1489 21 34 41 189 49 129 71 23 36 25 26 101 29 835 20 23 20 38 34 176 30 225 36 593 598 66
internal_value=0 0.0116673 0.0274756 -0.047133 0.0484907 -0.499263 0.13743 -0.138777 0.106901 -0.39154 0.419631 0.758709 1.24266 0.475761 2.25933 0.199503 0.23182 -0.167289 0.603046 1.17428 1.89161 0.210459 0.186103 0.0574403 0.367304 0.162933 -0.270724 0.318584 0.309803 0.360348
internal_count=8000 7646 7337 4785 2408 309 2552 585 396 166 230 181 110 61 49 1967 1866 919 84 63 43 1837 1799 1071 728 895 261 634 698 664
cat_boundaries=0 1 2 3
cat_threshold=2 16 2
shrinkage=0.01


Tree=180
num_leaves=31
num_cat=3
split_feature=18 5 6 16 6 18 11 13 13 9 11 9 0 11 15 11 9 5 4 9 13 11 14 18 6 13 9 11 4 17
split_gain=4.7185 4.67711 5.70636 5.15737 6.31818 4.96552 7.98711 4.96383 13.7938 4.62219 4.19844 3.95631 3.90642 3.76839 5.23927 3.66809 3.55585 3.75454 3.53555 6.834 3.53499 3.52975 3.80538 5.90079 3.49903 4.08787 4.25575 8.45031 10.9891 3.69435
threshold=0.015050000000000003 -12831.499999999998 0.24935000000000004 10.500000000000002 0.014750000000000001 0.0032500000000000007 -7931.9999999999991 179898.75000000003 38263.500000000007 -2690.9999999999995 -400.49999999999994 -516.49999999999989 0 -8727.4999999999982 0.82035000000000013 -1135.9999999999998 -2664.9999999999995 -24286.499999999996 1 -1333.4999999999998 153644.85000000003 -1686.4999999999998 32060.250000000004 0.0090500000000000025 0.0020500000000000002 21530.250000000004 -1480.4999999999998 -2296.4999999999995 2 0.054600000000000003
decision_type=10 2 10 8 10 10 2 10 10 8 2 8 1 2 10 2 8 2 1 10 8 2 2 10 8 8 10 2 1 10
left_child=1 2 3 10 5 9 7 8 -7 -5 18 -12 -6 14 -2 24 -11 -18 19 -1 -14 22 23 -8 -15 -26 -27 29 -29 -28
right_child=13 -3 -4 4 12 6 21 -9 -10 16 11 -13 20 15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.010568378514527773 -0.01060549828712083 0.0015330499990691832 0.020784672909339746 -0.0055501347016617278 -0.0075362764958591642 0.030865179649008916 0.01667513456211801 0.033124032032169425 -0.010599976479264962 0.015878803662220654 -0.003113574001343709 0.01523621915400987 -0.0063191337472283341 -0.0085273556050131493 0.0096285765526593833 -0.0059736580660276753 0.01390911281501527 0.00025939703342329915 -0.0053034838335606384 0.019822608342813079 0.0061052002839690617 -0.010806746582543799 -0.0047031596774868827 -0.005368301071189757 -0.0085941162843984221 -0.0020565958606946649 0.0048644426413610199 0.029750461432813423 -0.0010161612390626354 -0.004637791247887677
leaf_count=28 194 1871 20 240 397 20 45 20 31 22 33 21 56 76 30 219 39 3103 686 26 58 31 44 29 64 273 153 34 33 104
internal_value=0 0.0302971 -0.0429041 -0.0511645 0.00128946 0.0500995 0.606473 1.71039 1.0321 0.0144594 -0.354272 0.540731 -0.466821 -0.241246 -0.784585 -0.146216 0.0489484 0.0385357 -0.4523 0.597999 0.0548175 0.126532 0.404808 0.914054 -0.015329 0.0714506 0.172107 0.458244 1.64529 0.140479
internal_count=8000 6820 4949 4929 4135 3624 220 71 51 3404 794 54 511 1180 224 956 3164 3142 740 54 114 149 118 74 737 661 597 324 67 257
cat_boundaries=0 1 2 3
cat_threshold=1 4 16
shrinkage=0.01


Tree=181
num_leaves=31
num_cat=1
split_feature=11 17 7 14 11 18 15 14 6 5 5 5 3 9 5 5 16 5 9 9 17 5 11 11 11 9 14 14 13 17
split_gain=4.68114 4.57506 4.49361 4.19987 4.45708 4.03543 3.78384 6.39087 6.71141 3.66833 6.45341 9.6683 3.60806 4.25038 9.45905 4.8604 3.78348 5.70896 4.92381 5.02781 4.38021 4.24268 5.49636 5.58001 11.588 4.09413 3.98882 4.93595 4.2273 4.00005
threshold=-11707.999999999998 0.25000000000000006 2.5000000000000004 13286.250000000002 -7570.4999999999991 0.0046500000000000005 0.76155000000000006 29594.250000000004 0.24135000000000004 -15199.999999999998 -20895.499999999996 -22758.499999999996 0 -2507.4999999999995 -12892.499999999998 -20544.999999999996 25.500000000000004 -22066.499999999996 -490.49999999999994 -638.49999999999989 0.22820000000000004 -23128.999999999996 -9006.4999999999982 -2081.4999999999995 -944.49999999999989 -656.49999999999989 55721.250000000007 59942.250000000007 29497.500000000004 0.029200000000000004
decision_type=2 10 2 2 2 10 10 2 8 2 2 2 9 8 2 2 8 2 10 10 10 2 2 2 2 10 2 2 10 10
left_child=-1 2 3 4 5 9 -3 8 -8 10 11 -2 13 14 15 -5 20 21 19 25 -14 22 -18 -24 -25 26 29 -28 -29 -19
right_child=1 6 -4 12 -6 -7 7 -9 -10 -11 -12 -13 16 -15 -16 -17 17 18 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0054211663638400135 -0.0027830271743723867 -0.010718496106209206 0.010327539630658368 0.016608537815227493 -0.0036931847698890782 -0.010718862158277555 -0.0015655802638424069 -0.0087720710773170636 0.022634766311604621 0.014736727423557444 -0.0048863619792297829 0.038431156093164644 -0.00083448422475063458 -0.0030603801550038758 0.026784584187344078 -0.0076669474798878676 0.016308612845381248 0.0016072990440861973 0.0040895186360038584 -0.0040392569850532323 0.012309465586449936 -0.0085629016754342462 -0.0086956783807472394 0.032745604562675966 -0.010783226702333238 0.014837507633194739 0.02161780250611094 0.012221099215207965 -0.0065996767073797404 -0.0028340188868605965
leaf_count=354 28 119 44 22 665 34 63 103 24 32 81 20 1826 756 21 61 37 2002 666 208 39 183 106 21 22 23 25 24 34 357
internal_value=0 0.0115271 0.0271563 0.0191683 -0.231754 0.312342 -0.496119 -0.114519 0.694485 0.554933 0.164451 1.54154 0.0493263 -0.175346 0.585118 -0.165857 0.0792429 0.142607 0.177903 0.10358 -0.0583079 -0.386195 0.0853733 -0.286855 0.956796 0.149245 0.133832 0.881957 0.321197 0.106734
internal_count=8000 7646 7337 7293 860 195 309 190 87 161 129 48 6433 860 104 83 5573 3708 3339 2673 1865 369 186 149 43 2465 2442 83 58 2359
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=182
num_leaves=31
num_cat=6
split_feature=11 17 0 9 13 16 16 3 15 9 2 17 11 11 6 11 7 5 4 9 13 13 5 5 4 13 19 19 4 11
split_gain=4.61017 4.50347 4.48317 4.79678 5.27612 5.67763 4.74858 5.03969 4.81373 5.57384 6.0872 4.30256 6.65455 4.18486 9.33043 5.22531 5.69764 4.97667 5.92472 5.4143 4.7297 6.32915 4.89366 6.633 4.23476 6.97347 6.02187 4.12033 3.87004 3.80408
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 85726.62000000001 8.5000000000000018 21.500000000000004 1 0.65045000000000008 -1494.4999999999998 2 0.18820000000000003 -415.99999999999994 -5408.9999999999991 0.060100000000000008 -3944.4999999999995 1.5000000000000002 -22464.999999999996 3 -1364.4999999999998 351900.00000000006 216225.00000000003 -18113.999999999996 -16387.999999999996 4 125890.20000000001 2.5000000000000004 2.5000000000000004 5 -11510.499999999998
decision_type=2 10 1 10 10 8 8 9 8 8 1 8 2 2 8 2 2 2 1 8 10 10 2 2 1 8 2 2 1 2
left_child=-1 2 -2 6 -5 -6 11 -8 9 -9 -11 27 28 29 -15 17 -17 -16 19 -19 21 22 -20 -24 25 26 -25 -4 -13 -10
right_child=1 -3 3 4 5 -7 7 8 13 10 -12 12 -14 14 15 16 -18 18 20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0053933865754502899 0.0013547030371197373 -0.0049342893948567754 -0.010663062317737946 0.0072524858265884881 0.013957203523895359 -0.0026520763552122313 -0.0034114306801651187 -0.0066487981277471202 0.016348124471849156 0.015998641461685566 -0.0027788474642856309 0.0090527554863361458 0.013278985618775406 -0.0050074688392744114 -0.010521433277212095 0.00041497306459500302 0.015609825159709692 0.039969056457994395 -0.0070910476790463006 0.0076881740344841567 -0.0074260440642355749 0.024072866394343428 0.026707347960469016 -0.0048479253225986851 -0.0027464756298714883 0.018841100348129733 0.012379051993480401 -0.0012841029801696838 -0.0039096849477751796 -0.0023085944826302905
leaf_count=354 2552 309 246 152 25 196 578 37 22 59 31 43 30 331 38 995 24 20 47 21 28 21 20 40 52 35 35 124 433 1102
internal_value=0 0.0114015 0.0268724 -0.046916 0.304636 -0.0562121 -0.0878757 -0.030082 0.0327071 0.682967 1.06388 -0.363262 -0.132559 -0.000525875 0.102635 0.218291 0.0884652 0.577023 0.679481 2.30193 0.549297 0.690286 0.532837 0.716576 0.534882 0.840935 0.301969 -0.723618 -0.276966 -0.200772
internal_count=8000 7646 7337 4785 373 221 4412 3536 2958 127 90 876 506 2831 1707 1376 1019 357 319 41 278 250 229 182 162 110 75 370 476 1124
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 34 2 2 16 4
shrinkage=0.01


Tree=183
num_leaves=31
num_cat=2
split_feature=18 5 6 16 6 18 11 9 13 9 2 13 0 6 11 15 11 19 9 18 5 11 11 19 14 13 14 16 11 13
split_gain=4.56694 4.49529 5.48532 5.03787 6.16116 4.87823 7.80403 11.8099 7.7759 4.54517 4.10351 4.41969 3.8578 3.72839 3.72506 5.18964 3.61907 3.53658 5.84832 4.95829 4.89947 4.75376 4.58942 8.93907 19.7712 4.40596 7.32693 8.33857 3.51094 3.4583
threshold=0.015050000000000003 -12831.499999999998 0.24935000000000004 10.500000000000002 0.014750000000000001 0.0032500000000000007 -5134.4999999999991 -2320.4999999999995 179898.75000000003 -2690.9999999999995 0 81130.72500000002 1 0.028150000000000005 -8727.4999999999982 0.82035000000000013 -1135.9999999999998 2.5000000000000004 -2560.4999999999995 0.00030000000000000008 -13787.499999999998 -7039.9999999999991 -854.49999999999989 1.5000000000000002 24867.000000000004 167348.25000000003 34782.750000000007 13.500000000000002 -8519.4999999999982 153644.85000000003
decision_type=10 2 10 8 10 10 2 8 10 8 1 10 1 8 2 10 2 2 10 10 2 2 2 2 2 10 2 10 2 8
left_child=1 2 3 10 5 9 7 -7 -9 -5 11 -1 -6 -12 15 -2 -16 19 21 22 25 -19 -11 24 -24 26 -20 -28 -27 -14
right_child=14 -3 -4 4 12 6 -8 8 -10 17 13 -13 29 -15 16 -17 -18 18 20 -21 -22 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=0.0021728526114014593 -0.010598065091783314 0.0015012108999485558 0.020188967377001116 -0.0055211194228266362 -0.0075001310373405961 0.033511985494372787 -0.0020667976000594405 -0.0020696117404007735 0.021245065411299079 0.00079965973047050416 0.0040341702281967802 -0.0049789866646017854 -0.0062807730478027972 -0.01071341078262111 -0.00013719564676332248 0.0095082344662081666 -0.0059350717073425553 0.0187657586224774 -0.0023233409403784827 -0.010864085163759198 -0.0098847340878696049 0.0014834144504894532 -0.00044928919929981598 0.0011101988646759688 0.034340623515874309 0.005791860156962314 0.0020317792968311331 0.029589075739764326 -0.0096559915674767263 0.0060176110518715244
leaf_count=239 194 1871 20 240 397 27 99 66 28 2222 37 327 56 191 737 30 219 25 199 53 127 89 43 162 29 26 43 21 125 58
internal_value=0 0.0296997 -0.0421647 -0.0503459 0.00141327 0.0494545 0.600188 1.24017 0.57639 0.0140895 -0.350735 -0.173069 -0.462582 -0.835705 -0.237915 -0.781185 -0.143589 0.0481979 -0.189367 0.115262 -0.361717 0.505 0.139097 0.596341 1.54393 -0.162049 0.116322 1.19369 -0.695113 0.0549754
internal_count=8000 6820 4949 4929 4135 3624 220 121 94 3404 794 566 511 228 1180 224 956 3164 655 2509 541 114 2456 234 72 414 263 64 151 114
cat_boundaries=0 1 2
cat_threshold=2 1
shrinkage=0.01


Tree=184
num_leaves=31
num_cat=3
split_feature=11 17 0 5 4 15 14 6 9 14 16 14 16 2 16 11 17 9 13 13 18 9 5 16 14 11 9 11 13 11
split_gain=4.52678 4.42292 4.37799 4.73458 4.79835 3.77916 6.31246 6.39802 3.76249 5.59508 6.75363 4.99426 3.67832 6.09699 4.5791 6.31504 6.1767 8.10827 4.4889 4.56132 5.60939 7.73434 5.08987 4.89397 4.54072 7.11107 6.39897 5.63762 6.42205 5.74441
threshold=-11707.999999999998 0.25000000000000006 0 -16141.999999999998 1 0.76155000000000006 29594.250000000004 0.24135000000000004 -2619.4999999999995 21125.250000000004 14.500000000000002 30683.250000000004 8.5000000000000018 2 5.5000000000000009 -4401.4999999999991 0.15320000000000003 -1084.4999999999998 1047735.0000000001 225002.25000000003 0.0034500000000000004 -691.49999999999989 -10070.999999999998 16.500000000000004 29223.000000000004 -3695.9999999999995 -1385.4999999999998 -3907.4999999999995 423900.00000000006 -5134.4999999999991
decision_type=2 10 1 2 1 10 2 8 8 2 8 2 8 1 10 2 8 8 10 10 10 10 2 10 2 2 8 2 10 2
left_child=-1 2 12 -4 -5 -3 7 -7 9 -6 -11 -12 13 14 15 16 -2 -18 19 22 24 -22 23 -14 25 26 -21 29 -29 -26
right_child=1 5 3 4 8 6 -8 -9 -10 10 11 -13 18 -15 -16 -17 17 -19 -20 20 21 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0053607719212758961 -0.0019733937571487043 -0.010707504589134439 -0.0019802568807919651 0.0015708058982641486 -0.011083883276251646 -0.0014851361061098403 -0.0087401159036007755 0.022051538189943726 -0.0023563145492291153 -0.010603825371741663 0.028471924956500829 0.0037166506287112733 0.003180346703045941 -0.0074324547514869098 -0.0033626289256384039 -0.00073831589981044362 0.00079801702334439926 0.027961730670008133 -0.0056732293249581959 0.018149166935804061 0.0025440722948842846 0.024940556549434736 -0.0030334036257006198 -0.0020506270177754068 0.0084618843332429482 -0.0092371839552285416 -0.0016585906204802825 0.025330443956651932 0.004731737418883805 -0.011445208259503301
leaf_count=354 32 119 2377 1489 21 63 103 24 835 20 23 20 1071 189 183 122 25 34 101 30 40 28 195 252 43 69 52 27 35 24
internal_value=0 0.0112129 0.0265093 -0.0464738 0.0473766 -0.490325 -0.108737 0.692502 -0.165389 0.60052 1.1578 1.84504 0.133731 -0.135905 0.106823 0.456567 1.17755 1.81939 0.193939 0.225774 0.575724 1.42736 0.152461 0.22843 0.361834 -0.0687436 0.608774 0.790294 1.47855 0.126329
internal_count=8000 7646 7337 4785 2408 309 190 87 919 84 63 43 2552 585 396 213 91 59 1967 1866 348 68 1518 1323 280 151 82 129 62 67
cat_boundaries=0 1 2 3
cat_threshold=2 16 2
shrinkage=0.01


Tree=185
num_leaves=31
num_cat=2
split_feature=18 5 6 16 6 18 11 9 13 13 11 9 0 11 15 11 19 9 18 5 11 11 19 14 13 14 16 4 9 11
split_gain=4.47889 4.3692 5.25715 4.93689 6.0534 4.76155 7.57781 4.48222 4.4639 13.1013 4.09526 3.81572 3.80119 3.67955 5.13592 3.5747 3.48622 5.72852 4.89129 4.8597 4.55686 4.46375 8.64775 18.7482 4.33984 7.11573 7.91293 3.48527 6.60267 3.46605
threshold=0.015050000000000003 -12831.499999999998 0.24935000000000004 10.500000000000002 0.014750000000000001 0.0032500000000000007 -7931.9999999999991 -2690.9999999999995 38263.500000000007 179898.75000000003 -400.49999999999994 -516.49999999999989 0 -8727.4999999999982 0.82035000000000013 -1135.9999999999998 2.5000000000000004 -2560.4999999999995 0.00030000000000000008 -13787.499999999998 -7039.9999999999991 -854.49999999999989 1.5000000000000002 24867.000000000004 167348.25000000003 34782.750000000007 13.500000000000002 1 -1333.4999999999998 -8519.4999999999982
decision_type=10 2 10 8 10 10 2 8 10 10 2 8 1 2 10 2 2 10 10 2 2 2 2 2 10 2 10 1 10 2
left_child=1 2 3 10 5 7 8 -5 -7 -10 27 -12 -6 14 -2 -15 18 20 21 24 -18 -9 23 -23 25 -19 -27 28 -1 -26
right_child=13 -3 -4 4 12 6 -8 16 9 -11 11 -13 -14 15 -16 -17 17 19 -20 -21 -22 22 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.010558678968715152 -0.010591937043279806 0.0014798637465289603 0.019567834817244577 -0.0054955827961105279 -0.0074703891013458744 0.029692422987232812 0.001223227151919038 0.00079488633137392501 -0.010595968265881642 0.031338533287842016 -0.0030745158868034201 0.014914143054211489 0.00052930150478373687 -0.00013516048298521823 0.0093663632058326035 -0.0059087732421063913 0.018272187485490296 -0.0023098808229540762 -0.010854973704597391 -0.0098679033214687274 0.0014601884984790188 -0.00043844294850682136 0.0010935330982531917 0.033244039151224307 0.0056837873388931341 0.0019941924339207475 0.028631765403972387 -0.0052381274207582143 0.019360716576708785 -0.0096385218076106213
leaf_count=28 194 1871 20 240 397 20 149 2222 31 20 33 21 114 737 30 219 25 199 53 127 89 43 162 29 26 43 21 686 26 125
internal_value=0 0.0293882 -0.041539 -0.049633 0.00153828 0.0490478 0.591914 0.0140301 1.6551 0.924606 -0.347664 0.534595 -0.459639 -0.235918 -0.778393 -0.142381 0.0478297 -0.188242 0.114355 -0.359557 0.496929 0.137894 0.58786 1.514 -0.161106 0.114334 1.16935 -0.445516 0.596934 -0.692364
internal_count=8000 6820 4949 4929 4135 3624 220 3404 71 51 794 54 511 1180 224 956 3164 655 2509 541 114 2456 234 72 414 263 64 740 54 151
cat_boundaries=0 1 2
cat_threshold=1 4
shrinkage=0.01


Tree=186
num_leaves=31
num_cat=1
split_feature=11 7 17 14 3 11 14 11 14 13 16 14 6 19 11 14 5 15 13 11 14 11 16 5 9 9 14 15 18 6
split_gain=4.44205 4.35204 4.28079 4.78746 3.94226 3.9304 3.60306 4.02917 3.50134 7.49872 7.42966 7.78905 4.94056 3.45092 9.14798 12.255 9.37987 5.49436 5.48051 9.53478 9.42121 4.71722 4.87493 4.01549 4.01093 4.1158 4.72759 4.03121 3.92685 4.75641
threshold=-11707.999999999998 2.5000000000000004 1.0000000180025095e-35 13286.250000000002 0 -10869.999999999998 12206.250000000002 -13239.499999999998 19136.250000000004 153644.85000000003 8.5000000000000018 16346.250000000002 0.085550000000000015 1.5000000000000002 -966.49999999999989 24720.750000000004 -11224.999999999998 0.78115000000000012 32650.875000000004 -2988.4999999999995 22106.250000000004 -2045.4999999999998 10.500000000000002 -20745.499999999996 -2890.4999999999995 -2690.9999999999995 44277.750000000007 0.83995000000000009 0.0093500000000000024 0.0080500000000000016
decision_type=2 2 10 2 9 2 2 2 2 8 10 2 10 2 2 2 2 10 8 2 2 2 8 2 8 8 2 10 10 8
left_child=6 2 3 5 -5 -2 7 -1 9 12 11 -11 -4 14 17 -16 -17 18 19 20 -6 22 -20 -15 -25 26 -26 -27 29 -24
right_child=1 -3 8 4 13 -7 -8 -9 -10 10 -12 -13 -14 23 15 16 -18 -19 21 -21 -22 -23 28 24 25 27 -28 -29 -30 -31
leaf_value=0.0224757297951074 0.01290309085139359 0.0099291342453802309 -0.0065732167554570214 -0.0017966622728269191 0.012698181589118673 -0.002872555069887497 -0.0074315127247727986 -0.00403629362676772 -0.003051641409914613 -0.0051380981606338064 0.029433794342795951 0.017040000927052736 0.011830246496922166 -0.003197303171687193 -0.0014062016738245651 0.026448403237758468 0.0018908848074212798 0.013616332552231157 -0.0088315454188968457 0.020563301722895142 -0.011043511971307913 -0.0076495771375498017 0.016207539293368486 0.013800161503625355 -0.0076791614516501031 0.0012535080058327453 0.012929138933762907 -0.0085573662624370533 -0.0067643501667274163 0.0019876350638531712
leaf_count=21 23 45 146 722 34 752 297 36 1110 68 20 37 26 467 54 49 21 42 69 33 48 92 26 34 147 3016 20 65 67 413
internal_value=0 0.0110785 0.00338835 0.0400879 0.0753654 -0.239898 -0.53267 0.577017 -0.200566 0.183241 0.922368 0.457728 -0.359916 0.107749 0.294161 1.09017 1.90302 0.152 0.0857779 0.753729 0.0452759 -0.0403941 0.0786313 0.0616653 0.0963413 0.0851147 -0.523956 0.109607 0.18652 0.294244
internal_count=8000 7646 7601 6194 5419 775 354 57 1407 297 125 105 172 4697 948 124 70 824 782 115 82 667 575 3749 3282 3248 167 3081 506 439
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=187
num_leaves=31
num_cat=6
split_feature=11 17 0 9 13 9 2 16 3 15 9 2 13 9 17 11 19 11 6 11 7 5 4 9 13 13 5 5 4 13
split_gain=4.37415 4.3217 4.2607 4.66364 5.2032 4.61526 5.30201 4.59556 4.91692 4.65747 5.42938 5.80141 4.39698 6.59073 4.24434 6.38833 4.11925 4.0698 9.0597 5.09408 5.50058 4.83406 5.64913 5.04696 4.60971 6.01452 4.74308 6.31706 4.08474 6.67987
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 17654.175000000003 -172.49999999999997 1 21.500000000000004 2 0.65045000000000008 -1494.4999999999998 3 85726.62000000001 -197.49999999999997 0.18820000000000003 -415.99999999999994 2.5000000000000004 -5408.9999999999991 0.060100000000000008 -3944.4999999999995 1.5000000000000002 -22464.999999999996 4 -1364.4999999999998 351900.00000000006 216225.00000000003 -18113.999999999996 -16387.999999999996 5 125890.20000000001
decision_type=2 10 1 10 10 10 1 8 9 8 8 1 8 10 8 2 2 2 8 2 2 2 1 8 10 10 2 2 1 8
left_child=-1 2 -2 7 -5 12 -7 14 -9 10 -10 -12 -6 -14 16 -16 -4 -11 -19 21 -21 -20 23 -23 25 26 -24 -28 29 -29
right_child=1 -3 3 4 5 6 -8 8 9 17 11 -13 13 -15 15 -17 -18 18 19 20 -22 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0052990939817807569 0.0013169621440042478 -0.0048650395634728932 -0.010653700594473466 0.017419047287043674 0.015047972236278054 -0.0040365983255045198 0.0061468814568035671 -0.0033781524791956789 -0.0066363692302201854 -0.0019852390505526057 0.015594932187215811 -0.0027353224837220625 0.011192064482003706 -0.011072020047340456 -0.0027265584692719373 0.012897476210734091 -0.0012350932148492675 -0.0049625785310322655 -0.010512775388516298 0.0003967527564329002 0.015239893795275399 0.038369157768590657 -0.0070544692097929398 0.0075237806632806664 -0.0073998695480699721 0.023340185846411017 0.025880684483335616 0.0029445694391986772 -0.002726696307478856 0.018343248359093949
leaf_count=354 2552 309 246 20 40 170 80 578 37 1124 59 31 33 30 476 30 124 331 38 995 24 20 47 21 28 21 20 75 52 35
internal_value=0 0.010927 0.0260007 -0.0460583 0.300169 0.196555 -0.0523535 -0.0865523 -0.0298048 0.0321249 0.669894 1.04286 0.767157 0.163206 -0.358482 -0.129519 -0.719004 -0.000670733 0.100914 0.214304 0.0860476 0.567528 0.667224 2.23509 0.539524 0.677611 0.523418 0.70258 0.524388 0.822713
internal_count=8000 7646 7337 4785 373 353 250 4412 3536 2958 127 90 103 63 876 506 370 2831 1707 1376 1019 357 319 41 278 250 229 182 162 110
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 2 34 2 2 16
shrinkage=0.01


Tree=188
num_leaves=31
num_cat=0
split_feature=5 5 14 17 14 18 5 5 13 13 6 15 13 13 16 9 14 14 11 14 15 5 14 13 19 9 8 14 13 15
split_gain=4.34027 4.03295 3.70563 4.44172 4.38961 4.39862 4.30553 3.85221 4.23279 3.93996 3.78111 3.82092 3.76222 3.51797 3.50642 3.33971 3.88086 9.59652 4.17841 6.2706 4.02152 5.0988 5.28742 6.0619 4.23152 3.16017 5.18155 4.89516 7.50964 12.2402
threshold=-19736.499999999996 -19917.499999999996 48150.000000000007 0.70000000000000007 13286.250000000002 0.004850000000000001 -19679.499999999996 -16525.499999999996 123614.05500000001 29985.750000000004 0.32790000000000002 0.8791500000000001 3115581.7500000005 229920.75000000003 3.5000000000000004 -1104.4999999999998 8358.7500000000018 6981.7500000000009 -3610.9999999999995 14712.750000000002 0.72230000000000016 -20380.499999999996 22432.500000000004 142393.54500000001 1.5000000000000002 -490.49999999999994 1.0000000180025095e-35 14598.000000000002 136811.25000000003 0.8791500000000001
decision_type=2 2 2 8 2 10 2 2 10 8 10 10 10 10 10 8 2 2 2 2 10 2 2 8 2 10 10 2 8 8
left_child=1 15 4 -4 5 -2 -6 -5 9 -9 11 12 25 -10 -15 -1 17 -17 -18 -20 21 22 23 -21 -24 26 27 28 29 -8
right_child=2 -3 3 7 6 -7 10 8 13 -11 -12 -13 -14 14 -16 16 18 -19 19 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036385352838900881 -0.00097432174521325384 -0.010627293326201534 -0.0059078385165440127 -0.0070496944975142516 0.01630168381379709 -0.0094727824973081746 0.032051935849397244 0.010778764769848138 0.019484279928915244 -0.0045313073744808275 0.014871086030545259 -0.0059998193959106619 -0.0086134721798180134 0.012959264964501165 -0.0058467290714805014 -0.010523769070127318 -0.0025443703271005873 0.03293872136742327 -0.0082318270840855551 0.028119215654593376 -0.0062615433467923236 0.021037440799050948 0.011638816839562817 0.0031317630103771129 -0.0049338272602504384 0.0026814128634125001 0.01589564025310863 0.00016933642989208948 -0.0014443494389444554 0.0035209473585573929
leaf_count=901 503 99 310 74 24 110 21 20 24 89 25 139 54 23 26 20 650 20 67 25 46 32 33 31 78 914 28 3495 70 49
internal_value=0 -0.192215 0.0356586 -0.253573 0.061758 -0.226714 0.0955533 0.0706179 0.310387 -0.106359 0.0885923 0.0818537 0.095888 0.952272 0.385328 -0.146226 0.0141573 1.36169 -0.0381235 0.326137 0.602276 0.807776 0.51949 1.45655 0.0140662 0.105934 0.0556157 0.0441851 0.656569 1.40676
internal_count=8000 2002 5998 566 5432 613 4819 256 182 109 4795 4770 4631 73 49 1903 1002 40 962 312 245 199 167 56 111 4577 3663 3635 140 70
shrinkage=0.01


Tree=189
num_leaves=31
num_cat=3
split_feature=11 17 0 5 4 15 14 13 9 14 16 14 14 11 13 18 18 14 9 9 11 13 13 14 16 16 15 2 16 14
split_gain=4.28259 4.24159 4.17789 4.5759 4.65871 3.77435 6.19709 6.17578 3.74246 5.48006 6.52442 4.68803 3.55989 3.88672 3.55871 3.56158 5.16064 3.51909 4.6239 4.7659 4.45301 8.75128 4.38007 4.75822 3.70838 3.40862 5.619 5.94085 5.12261 5.27058
threshold=-11707.999999999998 0.25000000000000006 0 -16141.999999999998 1 0.76155000000000006 29594.250000000004 63110.250000000007 -2619.4999999999995 21125.250000000004 14.500000000000002 30683.250000000004 12206.250000000002 -13239.499999999998 1351872.0000000002 0.17190000000000003 0.044350000000000007 16449.750000000004 -656.49999999999989 -604.49999999999989 -10869.999999999998 41884.24500000001 472477.50000000006 19419.750000000004 21.500000000000004 8.5000000000000018 0.74195000000000011 2 5.5000000000000009 29049.750000000004
decision_type=2 10 1 2 1 10 2 10 8 2 8 2 2 2 10 10 10 2 10 8 2 10 8 2 8 8 10 1 10 2
left_child=12 2 14 17 -5 -3 7 -7 9 -6 -11 -12 13 -1 15 16 25 -4 20 -20 21 -19 23 -21 -22 26 27 28 29 -2
right_child=1 5 3 4 8 6 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 18 19 22 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021961403493237563 0.014838988394992593 -0.010694957438022916 -0.005026942225573653 0.0015427278900962465 -0.011073687207835321 0.021621633180911006 -0.0086978256182205071 -0.001436347348918462 -0.0023384224400697391 -0.010592325261501724 0.027669173782860736 0.0037586429594824713 -0.0073813017811803529 -0.003986454340788744 -0.0050549828888999046 0.015187893185297726 -0.0053903328201792894 0.029958383692301388 0.015176917826600158 0.011946073044562773 -0.0085104047980618519 -0.0048100002614529557 0.011407099646493992 -0.0025165710350426233 -0.0019322053868112657 0.0023511831081065898 -0.010739164261400784 -0.006293671107185872 -0.0021236440909323789 0.0012161442832199058
leaf_count=21 59 119 585 1489 21 26 103 61 835 20 23 20 297 36 125 25 149 27 36 35 230 39 40 270 1115 1783 85 133 117 76
internal_value=0 0.0107221 0.0256198 -0.0457895 0.0463693 -0.483335 -0.101609 0.688093 -0.163642 0.600382 1.14689 1.81174 -0.526138 0.574863 0.130205 0.154868 0.142918 -0.19515 -0.104944 0.250361 -0.237629 0.958127 0.109348 -0.06762 -0.289777 0.177854 -0.111033 0.060166 0.357867 0.802285
internal_count=8000 7646 7337 4785 2408 309 190 87 919 84 63 43 354 57 2552 2427 2402 2377 1792 381 1411 66 345 305 1345 2253 470 385 252 135
cat_boundaries=0 1 2 3
cat_threshold=2 16 2
shrinkage=0.01


Tree=190
num_leaves=31
num_cat=1
split_feature=18 19 11 14 15 7 16 16 2 5 13 11 6 15 6 6 13 15 18 14 14 14 14 11 13 11 11 11 9 13
split_gain=4.23083 4.12337 7.27559 15.1355 7.18813 6.46493 6.42346 7.88584 5.45581 4.70262 4.37736 4.25131 4.00318 5.7766 9.54719 7.78047 4.70396 5.09284 4.82547 3.88438 4.35531 3.84593 16.6843 8.13756 4.12797 3.65413 4.1206 6.66659 4.78175 5.7367
threshold=0.015050000000000003 1.5000000000000002 -966.49999999999989 24720.750000000004 0.64390000000000003 2.5000000000000004 9.5000000000000018 11.500000000000002 0 -19736.499999999996 1.0000000180025095e-35 -1329.9999999999998 0.040150000000000005 0.79420000000000013 0.010950000000000001 0.016150000000000001 32650.875000000004 0.7027000000000001 0.0070500000000000007 62257.500000000007 58797.000000000007 21980.250000000004 18112.500000000004 -2813.4999999999995 20524.500000000004 -1991.9999999999998 -9136.4999999999982 -8163.4999999999991 -1220.4999999999998 51835.500000000007
decision_type=10 2 2 2 10 2 8 8 1 2 8 2 10 10 8 10 10 10 10 2 2 2 2 2 10 2 2 2 10 10
left_child=1 2 6 -4 8 9 -1 -8 -5 -3 -9 12 13 16 -15 -16 17 21 25 20 -11 22 24 -23 -12 26 -18 -28 -29 -30
right_child=-2 5 3 4 -6 -7 7 10 -10 19 11 -13 -14 14 15 -17 18 -19 -20 -21 -22 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0073818672532360453 -0.0023020688881698142 -0.0028715432263517423 -0.0025601654575934042 0.029713863325367677 -0.00036093994710001908 0.013538196175558244 0.020622503718446199 -0.011251273243125534 0.010347128512829767 0.00021718887242589847 0.0064884747482065672 -0.0087937012465388476 -0.0080257354998279334 -0.0108092252739421 0.035209208239732552 0.005934548225193478 -0.0066502556185415911 -0.010950563395075899 0.016038419913352621 -0.0070318616252707279 0.013740343502470883 -0.0032551461483621225 0.028613424381867553 0.015914296108508176 -0.011200038647124726 -0.011008529255998491 0.015156579973436311 -0.0056485014789363812 -0.011408251951467902 0.0048300632041320063
leaf_count=121 1180 1165 81 37 20 30 23 35 22 4075 74 44 70 21 23 29 130 26 24 106 33 86 35 29 23 44 38 145 25 206
internal_value=0 0.0283997 0.200759 0.855045 1.78096 -0.0176613 0.0992333 0.180133 2.27392 -0.0291625 0.131674 0.172994 0.222495 0.272599 1.3248 2.13879 0.19872 0.560768 0.0116021 0.0156844 0.0312899 0.69077 1.09201 0.253824 0.267412 -0.054602 0.0248665 0.171091 0.0239791 0.29129
internal_count=8000 6820 1411 160 79 5409 1251 1130 59 5379 1107 1072 1028 958 73 52 885 273 612 4214 4108 247 132 115 97 588 544 414 376 231
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=191
num_leaves=31
num_cat=6
split_feature=11 17 0 9 13 16 16 3 15 9 2 17 11 19 11 6 11 7 5 4 9 13 13 5 5 4 13 19 4 15
split_gain=4.18737 4.1617 4.07027 4.4884 5.05707 5.55422 4.47358 4.84063 4.52006 5.25494 5.57385 4.19553 6.16278 4.10663 3.95755 8.82919 4.97732 5.26978 4.71387 5.4799 4.70054 4.51141 5.75955 4.59559 5.98447 3.92707 6.36846 5.85792 3.8077 3.75468
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 85726.62000000001 8.5000000000000018 21.500000000000004 1 0.65045000000000008 -1494.4999999999998 2 0.18820000000000003 -415.99999999999994 2.5000000000000004 -5408.9999999999991 0.060100000000000008 -3944.4999999999995 1.5000000000000002 -22464.999999999996 3 -1364.4999999999998 351900.00000000006 216225.00000000003 -18113.999999999996 -16387.999999999996 4 125890.20000000001 2.5000000000000004 5 0.76155000000000006
decision_type=2 10 1 10 10 8 8 9 8 8 1 8 2 2 2 8 2 2 2 1 8 10 10 2 2 1 8 2 1 10
left_child=-1 2 -2 6 -5 -6 11 -8 9 -9 -11 13 28 -4 -10 -16 18 -18 -17 20 -20 22 23 -21 -25 26 27 -26 -13 -3
right_child=1 29 3 4 5 -7 7 8 14 10 -12 12 -14 -15 15 16 17 -19 19 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0052210221973613162 0.0012843497385338321 -0.010687242343225543 -0.010645155088726321 0.0070290976732100855 0.013688758860800333 -0.0026729292035115189 -0.0033537126516190825 -0.0065981109433917344 -0.0019572383375124906 0.015239588987859974 -0.0027149293770381516 0.0090289564565595847 0.012575375637340007 -0.0012085222946272931 -0.0049205462350874639 -0.010505681713054046 0.00038753165157178707 0.014817272453070357 0.037063216317393018 -0.007013790215424697 0.0075060119256530828 -0.0073799874034140905 0.022734364172894619 0.025033160545147565 -0.0048793348906737708 -0.0026883540912247261 0.017838360353544146 0.012041014272997782 -0.0038306056793669763 -0.00099954214074402838
leaf_count=354 2552 119 246 152 25 196 578 37 1124 59 31 43 30 124 331 38 995 24 20 47 21 28 21 20 40 52 35 35 433 190
internal_value=0 0.0105637 0.0252832 -0.0452577 0.293743 -0.0599144 -0.0851133 -0.0292011 0.0321714 0.659162 1.02268 -0.35428 -0.126771 -0.714978 -0.000203231 0.0998424 0.211298 0.0844339 0.559644 0.657007 2.19038 0.530963 0.66666 0.515213 0.689853 0.515384 0.805602 0.288675 -0.26877 -0.480162
internal_count=8000 7646 7337 4785 373 221 4412 3536 2958 127 90 876 506 370 2831 1707 1376 1019 357 319 41 278 250 229 182 162 110 75 476 309
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 34 2 2 16 4
shrinkage=0.01


Tree=192
num_leaves=31
num_cat=2
split_feature=11 17 0 5 4 15 14 5 6 9 14 16 14 14 11 13 15 15 18 18 7 9 13 13 16 9 9 19 5 11
split_gain=4.12234 4.0939 3.99149 4.46096 4.53825 3.73366 6.08874 6.02431 4.79517 3.67495 5.34916 6.29743 4.43825 3.53694 3.73719 3.48204 3.50348 4.87644 3.82686 4.59968 3.6909 7.21284 4.98491 7.50557 8.93208 4.30663 8.06142 6.33367 5.25044 6.38309
threshold=-11707.999999999998 0.25000000000000006 0 -16141.999999999998 1 0.76155000000000006 29594.250000000004 -17422.499999999996 0.14295000000000002 -2619.4999999999995 21125.250000000004 14.500000000000002 30683.250000000004 12206.250000000002 -13239.499999999998 1351872.0000000002 0.54915000000000014 0.61775000000000013 0.17190000000000003 0.044350000000000007 1.0000000180025095e-35 -563.49999999999989 274905.00000000006 115479.00000000001 11.500000000000002 -496.49999999999994 -236.49999999999997 1.5000000000000002 -13583.999999999998 -2222.4999999999995
decision_type=2 10 1 2 1 10 2 2 8 8 2 8 2 2 2 10 8 8 10 10 2 10 10 10 10 10 10 2 2 2
left_child=13 2 15 -4 -5 -3 7 -7 -9 10 -6 -12 -13 14 -1 16 -2 -18 19 20 25 22 23 24 -22 -19 28 -28 29 -27
right_child=1 5 3 4 9 6 -8 8 -10 -11 11 12 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.021485409054064101 -0.011407570144221089 -0.010680021135747246 -0.001927144546791175 0.0015231481128687389 -0.011061872845850309 -0.010456148712784375 -0.0086712088584898084 0.0011444437887725316 0.024270886761798071 -0.002314822348994747 -0.010584361122196835 0.026863359288780628 0.0037116281646121874 -0.0073312534592878606 -0.0039014746909401083 -0.0050303996255630567 0.015263959054887173 0.00031181849101319517 0.015775134553047403 -0.0052019646103236882 0.01245087053927907 -0.0040781403297597144 0.018755478145442147 -0.011551955983963098 -0.005838183307746523 0.0082461353733221839 0.0079172542020614373 -0.0045975508465298685 0.012873611221241459 -0.011093030937550626
leaf_count=21 23 119 2377 1489 21 37 103 26 24 835 20 23 20 297 36 125 26 1611 24 144 80 63 31 21 33 68 47 126 98 32
internal_value=0 0.0103905 0.0249587 -0.0449444 0.0459762 -0.477367 -0.0990398 0.679285 1.36968 -0.161642 0.59414 1.12831 1.77091 -0.519341 0.578156 0.127028 0.151331 0.163715 0.147214 0.134728 0.16779 0.509167 0.796425 0.574878 0.825659 0.114323 0.410601 -0.0609691 0.85682 0.237294
internal_count=8000 7646 7337 4785 2408 309 190 87 50 919 84 63 43 354 57 2552 2427 2404 2378 2354 2210 228 165 134 113 1982 371 173 198 100
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=193
num_leaves=31
num_cat=0
split_feature=18 19 11 14 15 16 16 7 9 5 13 11 6 15 6 5 13 15 18 14 14 14 14 11 13 11 15 11 11 11
split_gain=4.08113 4.02389 7.06264 14.5978 6.80821 6.2973 7.54816 6.19351 5.24039 4.54571 4.30893 4.18239 3.92231 5.60926 9.18096 7.38247 4.57362 4.97209 4.65709 3.81465 4.21673 3.70235 15.8536 7.86675 4.05188 3.64056 5.14299 3.61199 4.02281 6.45571
threshold=0.015050000000000003 1.5000000000000002 -966.49999999999989 24720.750000000004 0.64390000000000003 9.5000000000000018 11.500000000000002 2.5000000000000004 -785.49999999999989 -19736.499999999996 1.0000000180025095e-35 -1329.9999999999998 0.040150000000000005 0.79420000000000013 0.010950000000000001 -17866.499999999996 32650.875000000004 0.7027000000000001 0.0070500000000000007 62257.500000000007 58797.000000000007 21980.250000000004 18112.500000000004 -2813.4999999999995 20524.500000000004 -8727.4999999999982 0.82035000000000013 -1991.9999999999998 -9136.4999999999982 -8163.4999999999991
decision_type=10 2 2 2 10 8 8 2 10 2 8 2 10 10 8 2 10 10 10 2 2 2 2 2 10 2 10 2 2 2
left_child=1 2 5 -4 8 -1 -7 9 -5 -3 -8 12 13 16 -15 -16 17 21 27 20 -11 22 24 -23 -12 26 -2 28 -18 -30
right_child=25 7 3 4 -6 6 10 -9 -10 19 11 -13 -14 14 15 -17 18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.007349482243794561 -0.010581286910230229 -0.002833966291051997 -0.0025482238814936377 0.029560392419400165 -0.00033690523674009674 0.020023360049151985 -0.011237684710860006 0.013167486049492501 0.011130934425214021 0.00020863883001846583 0.0063798599483133106 -0.0087687412579997293 -0.0079987219847211383 -0.010800600420489533 0.0031873283362007583 0.032148383519872967 -0.0066119000822194027 -0.010939617190166357 0.015641020607284225 -0.0069997570497937348 0.013441099957576932 -0.0032320531618309709 0.027742627022270927 0.015551922728656738 -0.011192191226701134 -0.0013359909619956528 0.009462920772619161 -0.011000102807648097 0.014830158725437706 0.00022387725536227761
leaf_count=121 194 1165 81 35 20 23 35 30 24 4075 74 44 70 21 32 20 130 26 24 106 33 86 35 29 23 956 30 44 38 376
internal_value=0 0.0277888 0.197957 0.840495 1.74114 0.0976913 0.177446 -0.0177438 2.21352 -0.0290717 0.12965 0.170415 0.219311 0.268631 1.30075 2.08491 0.195613 0.551757 0.0108664 0.0149243 0.0303308 0.679007 1.07055 0.249951 0.262998 -0.226658 -0.771944 -0.0546428 0.0240335 0.167773
internal_count=8000 6820 1411 160 79 1251 1130 5409 59 5379 1107 1072 1028 958 73 52 885 273 612 4214 4108 247 132 115 97 1180 224 588 544 414
shrinkage=0.01


Tree=194
num_leaves=31
num_cat=2
split_feature=11 17 14 11 18 7 15 14 5 6 15 13 14 1 14 18 14 11 3 9 5 5 16 5 9 9 5 11 11 11
split_gain=4.01819 4.01547 3.95332 5.44727 4.29335 3.76319 3.71355 5.98405 5.844 4.54691 3.52691 3.79102 10.2625 5.061 5.93457 4.22398 3.50076 3.5936 3.30964 4.20091 8.77504 4.86514 3.46911 5.28482 4.60234 4.92664 4.24428 5.33233 5.42699 11.2149
threshold=-11707.999999999998 0.25000000000000006 13286.250000000002 -7570.4999999999991 0.0046500000000000005 2.5000000000000004 0.76155000000000006 29594.250000000004 -17422.499999999996 0.14295000000000002 0.67005000000000015 180450.00000000003 10712.250000000002 0 12424.500000000002 1.0000000180025095e-35 12206.250000000002 -13239.499999999998 1 -2507.4999999999995 -12892.499999999998 -20544.999999999996 25.500000000000004 -22066.499999999996 -490.49999999999994 -638.49999999999989 -23128.999999999996 -9006.4999999999982 -2081.4999999999995 -944.49999999999989
decision_type=2 10 2 2 10 2 10 2 2 8 10 8 2 1 2 8 2 2 9 8 2 2 8 2 10 10 2 2 2 2
left_child=16 2 3 4 -2 18 -3 8 -8 -10 11 15 -13 -14 -15 -5 17 -1 19 20 21 -4 -20 26 25 -25 27 -24 -29 -30
right_child=1 6 5 10 -6 -7 7 -9 9 -11 -12 12 13 14 -16 -17 -18 -19 22 -21 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=0.020954396570721765 0.006245642027476123 -0.010672506531160522 0.016793350021504241 0.0069320397789598863 -0.010700733111185409 0.010303498735166824 -0.010450074860940253 -0.0086476744031460887 0.0011366277253394546 0.02355437188691516 -0.0096704874980469199 -0.0059461212895985409 -0.0044667360956630788 0.026233862979936629 0.003498877560118924 -0.006191787290014226 -0.0072953924096228629 -0.0038492289605459107 -0.00057517944737171399 -0.0029984144554494464 0.025621061069546713 -0.0076125034476509871 0.016089877314873897 0.0014172119276038642 0.0039085814960457908 -0.0040575810570690389 -0.008524368582461514 -0.0086405533991098758 0.031832001421157066 -0.010792278220511861
leaf_count=21 162 119 22 36 34 38 37 103 26 24 141 106 21 32 23 311 297 36 1865 756 21 61 37 2465 666 208 183 106 21 22
internal_value=0 0.0102118 0.0246026 -0.218589 0.380151 0.0536633 -0.47422 -0.0973819 0.670087 1.34083 -0.370958 -0.246649 0.171224 1.12871 1.64524 -0.477003 -0.514785 0.575072 0.0459522 -0.169872 0.587507 -0.152939 0.0745182 0.134937 0.168546 0.0966686 -0.377403 0.095485 -0.276615 0.938981
internal_count=8000 7646 7337 866 196 6471 309 190 87 50 670 529 182 76 55 347 354 57 6433 860 104 83 5573 3708 3339 2673 369 186 149 43
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=195
num_leaves=31
num_cat=0
split_feature=18 19 11 14 15 16 16 7 5 5 13 11 6 15 6 6 13 15 18 14 14 11 15 14 14 11 13 5 11 11
split_gain=3.98309 3.93591 6.87945 14.0408 6.48038 6.17952 7.25066 5.91975 5.09875 4.42514 4.24665 4.12409 3.85197 5.43521 8.81297 7.10477 4.46404 4.86675 4.49955 3.75549 4.09173 3.60011 5.08941 3.58836 15.1576 7.63684 3.97717 3.57551 3.5714 3.95506
threshold=0.015050000000000003 1.5000000000000002 -966.49999999999989 24720.750000000004 0.64390000000000003 9.5000000000000018 11.500000000000002 2.5000000000000004 -12241.999999999998 -19736.499999999996 1.0000000180025095e-35 -1329.9999999999998 0.040150000000000005 0.79420000000000013 0.010950000000000001 0.016150000000000001 32650.875000000004 0.7027000000000001 0.0070500000000000007 62257.500000000007 58797.000000000007 -8727.4999999999982 0.82035000000000013 21980.250000000004 18112.500000000004 -2813.4999999999995 20524.500000000004 -22464.999999999996 -1991.9999999999998 -9136.4999999999982
decision_type=10 2 2 2 10 8 8 2 2 2 8 2 10 10 8 10 10 10 10 2 2 2 10 2 2 2 10 2 2 2
left_child=1 2 5 -4 8 -1 -7 9 -5 -3 -8 12 13 16 -15 -16 17 23 28 20 -11 22 -2 24 26 -25 27 -12 29 -18
right_child=21 7 3 4 -6 6 10 -9 -10 19 11 -13 -14 14 15 -17 18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0073159100196106136 -0.010574965956022305 -0.0028026456475608134 -0.0025167894463561623 0.028156903079573112 -0.00032975110572656133 0.01949234672352607 -0.011222342649826262 0.01278817832353185 0.0096865324237900858 0.0002041046422885214 -0.010575145842168863 -0.0087452671126884794 -0.0079735045823673238 -0.010788985022220688 0.033152841792809883 0.0055793701021747176 -0.0065835090175281989 -0.010928835979478229 0.015269302044896531 -0.0069692597630984215 0.013172987138732335 -0.0013189610798374891 0.0093228214090004778 -0.00321205043097287 0.027009737760135592 0.015237936183909673 -0.011181391806953626 0.0097165882641421439 -0.010989425928732614 0.0016551438518488245
leaf_count=121 194 1165 81 39 20 23 35 30 20 4075 21 44 70 21 23 29 130 26 24 106 33 956 30 86 35 29 23 53 44 414
internal_value=0 0.0274197 0.195621 0.827933 1.70231 0.0964653 0.175143 -0.01764 2.15673 -0.0287881 0.127961 0.168218 0.216601 0.265231 1.27678 2.03128 0.193151 0.544256 0.0104387 0.0145433 0.0297812 -0.224252 -0.769059 0.669068 1.05278 0.246492 0.259882 0.628423 -0.0543892 0.0235079
internal_count=8000 6820 1411 160 79 1251 1130 5409 59 5379 1107 1072 1028 958 73 52 885 273 612 4214 4108 1180 224 247 132 115 97 74 588 544
shrinkage=0.01


Tree=196
num_leaves=31
num_cat=3
split_feature=17 0 5 4 15 14 5 6 15 15 15 11 15 5 9 5 11 2 13 19 14 9 13 11 16 5 13 7 13 11
split_gain=3.92738 3.95355 4.94217 4.3456 3.64486 5.78879 5.89149 4.31492 3.57148 4.97263 3.79518 3.56778 5.52932 3.81521 6.4404 7.1318 6.71413 5.59789 5.60592 7.6341 6.33127 4.81073 4.50172 3.80451 3.46935 3.36237 6.4688 3.80851 5.47821 5.48922
threshold=0.25000000000000006 0 -16141.999999999998 1 0.76155000000000006 29594.250000000004 -17422.499999999996 0.14295000000000002 0.54915000000000014 0.61775000000000013 0.64390000000000003 -1037.4999999999998 0.75500000000000012 -13674.499999999998 -2393.4999999999995 -12831.499999999998 -6703.9999999999991 2 89496.000000000015 2.5000000000000004 30084.750000000004 -229.49999999999997 119633.85000000002 -3276.9999999999995 39.500000000000007 -15822.999999999998 72069.795000000013 1.0000000180025095e-35 130626.00000000001 -2931.9999999999995
decision_type=10 1 2 1 10 2 2 8 8 8 8 2 10 2 8 2 2 1 8 2 2 10 8 2 8 2 10 2 10 2
left_child=1 8 -3 25 -2 6 -6 -8 -1 -10 -11 12 13 17 23 16 -16 -5 19 20 -19 -17 -18 -15 -12 26 -4 -27 29 -29
right_child=4 2 3 11 5 -7 7 -9 9 10 24 -13 -14 14 15 21 22 18 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.011323641483054927 -0.010660744549565169 -0.0020472019261409745 0.020742985305354612 -0.010790956330715447 -0.010444805026438112 -0.0086486322564371873 0.0011288364840691379 0.022872206941847103 0.014931585099206503 -0.011153652050460896 -5.9397260186813257e-05 -0.006369674781290662 -0.0093004916153798575 0.0046860550495890531 0.029522168499611801 -0.0035196476482796482 -0.0059212930031506518 0.03186344799905344 -0.0047726258557029286 -0.010682450074759105 0.0031127968826179953 0.007950984450395656 0.015595317044392192 0.024696211820124457 0.0024336098719066101 0.00042027565957272918 -0.0023266972663168557 -0.0051620413862520156 0.013706487484774521 0.0072510249733371626
leaf_count=27 122 2643 34 99 39 105 26 24 26 31 1389 174 99 23 20 226 29 23 101 22 23 37 25 20 1147 1258 36 63 50 59
internal_value=0 0.0109065 -0.0571798 0.0404584 -0.479851 -0.1094 0.635653 1.31286 0.112075 0.124505 0.108612 -0.162778 -0.0548181 0.0564694 0.254535 0.0960667 1.13767 -0.325994 0.106586 0.986331 1.83976 -0.136984 0.448833 1.47939 0.122333 0.144028 0.960233 0.113906 0.515647 0.195543
internal_count=8000 7684 5064 2421 316 194 89 50 2620 2593 2567 921 747 648 380 337 74 268 169 68 46 263 54 43 2536 1500 70 1430 172 122
cat_boundaries=0 1 2 3
cat_threshold=2 16 1
shrinkage=0.01


Tree=197
num_leaves=31
num_cat=2
split_feature=11 17 14 11 18 15 14 13 3 9 5 5 7 15 13 14 1 14 18 14 11 16 5 9 9 17 5 7 11 5
split_gain=3.89595 3.8795 3.86225 5.36376 4.20267 3.66959 5.77903 5.59359 3.55894 4.12985 8.30835 4.75931 4.01958 3.4931 3.72134 10.0044 4.8585 5.57716 4.15705 3.46654 3.46535 3.36419 5.11964 4.47635 4.82168 4.23178 4.21104 5.24217 4.94898 5.65504
threshold=-11707.999999999998 0.25000000000000006 13286.250000000002 -7570.4999999999991 0.0046500000000000005 0.76155000000000006 29594.250000000004 63110.250000000007 0 -2507.4999999999995 -12892.499999999998 -20544.999999999996 2.5000000000000004 0.67005000000000015 180450.00000000003 10712.250000000002 1 12424.500000000002 1.0000000180025095e-35 12206.250000000002 -13239.499999999998 25.500000000000004 -22066.499999999996 -490.49999999999994 -638.49999999999989 0.22820000000000004 -23128.999999999996 1.0000000180025095e-35 -10122.999999999998 -24116.999999999996
decision_type=2 10 2 2 10 10 2 10 9 8 2 2 2 10 8 2 1 2 8 2 2 8 2 10 10 10 2 2 2 2
left_child=19 2 3 4 -2 -3 7 -7 9 10 11 -4 21 14 18 -16 -17 -18 -5 20 -1 25 26 24 -24 -10 27 28 -23 -30
right_child=1 5 8 13 -6 6 -8 -9 12 -11 -12 -13 -14 -15 15 16 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.020495389740934514 0.006161999867079806 -0.010658100148304121 0.016460288034073442 0.006832935352478261 -0.010691148090291836 0.020153009684168239 -0.0086036732745567151 -0.0014893237816321373 -0.0008159270139410325 -0.0030088923846536253 0.024667194164026882 -0.0075913876330049703 0.011150463705510321 -0.0096496548820187104 -0.0059223336996582611 -0.0044353603317267721 0.025384626934607919 0.0034616855904955855 -0.0061613376591622658 -0.0072532029790091492 -0.0037923530403945705 0.018460710121464149 0.0013936165606390956 0.0038468503126915638 -0.0040310352397473406 0.012037762279713055 -0.0084962750715172185 0.019540254945890092 0.0091083932994766668 -0.010626760966487535
leaf_count=21 162 119 22 36 34 26 103 61 1826 759 21 61 35 141 106 21 32 23 311 297 36 20 2465 666 208 39 183 21 43 102
internal_value=0 0.0100119 0.0240892 -0.216596 0.376663 -0.46859 -0.095128 0.650914 0.052777 -0.171423 0.576589 -0.151582 0.0820283 -0.368366 -0.244937 0.168267 1.10653 1.60589 -0.474073 -0.509306 0.573709 0.0751218 0.132892 0.165832 0.0949195 -0.0566628 -0.373014 0.0974411 -0.201308 -0.498221
internal_count=8000 7646 7337 866 196 309 190 87 6471 863 104 83 5608 670 529 182 76 55 347 354 57 5573 3708 3339 2673 1865 369 186 165 145
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=198
num_leaves=31
num_cat=1
split_feature=18 19 11 14 15 16 16 7 2 5 13 11 6 15 6 5 13 15 18 14 14 11 15 11 9 19 11 11 11 9
split_gain=3.8642 3.86277 6.71317 13.5236 6.1853 6.05653 6.94764 5.61788 4.96753 4.27307 4.18579 4.06096 3.77429 5.27362 8.45425 6.8607 4.35447 4.75733 4.35954 3.69562 3.9743 3.55639 5.04823 3.56512 3.52945 6.10719 3.52326 3.875 6.194 4.6488
threshold=0.015050000000000003 1.5000000000000002 -966.49999999999989 24720.750000000004 0.64390000000000003 9.5000000000000018 11.500000000000002 2.5000000000000004 0 -19736.499999999996 1.0000000180025095e-35 -1329.9999999999998 0.040150000000000005 0.79420000000000013 0.010950000000000001 -17866.499999999996 32650.875000000004 0.7027000000000001 0.0070500000000000007 62257.500000000007 58797.000000000007 -8727.4999999999982 0.82035000000000013 -1135.9999999999998 -2890.4999999999995 2.5000000000000004 -1991.9999999999998 -9136.4999999999982 -8163.4999999999991 -1220.4999999999998
decision_type=10 2 2 2 10 8 8 2 1 2 8 2 10 10 8 2 10 10 10 2 2 2 10 2 8 2 2 2 2 10
left_child=1 2 5 -4 8 -1 -7 9 -5 -3 -8 12 13 16 -15 -16 17 -12 26 20 24 22 -2 -23 25 -11 27 -18 -29 -30
right_child=21 7 3 4 -6 6 10 -9 -10 19 11 -13 -14 14 15 -17 18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0072794503046659841 -0.010568427414997875 -0.0027640576802504748 -0.002483007285988088 0.027520860767637489 -0.00032243882052224128 0.018950637341141385 -0.011208431231875694 0.012365942283531653 0.0094276020966095903 0.023285816374207739 0.0065906794224358106 -0.0087217090532359116 -0.007943595058081853 -0.01077647815254202 0.0028846872879244147 0.03043361091667808 -0.0065501590354354999 -0.010918589953725567 0.014937831006720519 -0.0069401682571184889 0.012915897663016427 -4.7709547933271838e-06 0.0092287974439708813 -0.0058181924709066858 9.5735152278599863e-05 -0.0042868678714699585 -0.010978222546477423 0.014412687510691585 -0.0056292036485648443 0.0028168415130987584
leaf_count=121 194 1165 81 37 20 23 35 30 22 23 247 44 70 21 32 20 130 26 24 106 33 737 30 219 4029 23 44 38 145 231
internal_value=0 0.0269785 0.193549 0.816603 1.66664 0.0954057 0.172963 -0.017683 2.10486 -0.0286218 0.12642 0.166183 0.213999 0.26187 1.25394 1.97923 0.190658 0.536768 0.010017 0.0138627 0.0289294 -0.221294 -0.765738 -0.129677 0.0196523 1.05937 -0.0541867 0.0227755 0.162721 0.0196489
internal_count=8000 6820 1411 160 79 1251 1130 5409 59 5379 1107 1072 1028 958 73 52 885 273 612 4214 4108 1180 224 956 4075 46 588 544 414 376
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=199
num_leaves=31
num_cat=5
split_feature=11 17 0 9 13 9 2 11 5 16 15 17 11 2 9 9 11 6 11 6 5 4 18 13 9 13 4 19 9 11
split_gain=3.79877 3.80386 3.78775 4.26029 4.96131 4.48588 5.14948 4.46137 5.78249 5.01197 4.60635 4.49923 6.13084 4.46443 4.2875 4.97604 4.19406 9.36422 6.61275 8.3019 4.46503 6.39932 4.58873 4.19333 6.44546 4.16301 4.06204 3.94467 5.87546 3.86642
threshold=-11707.999999999998 0.25000000000000006 0 -236.49999999999997 17654.175000000003 -172.49999999999997 1 -11314.999999999998 -19855.499999999996 21.500000000000004 0.65045000000000008 0.18820000000000003 -415.99999999999994 2 -1494.4999999999998 -864.49999999999989 -5313.9999999999991 0.060100000000000008 -3944.4999999999995 0.079400000000000012 -22464.999999999996 3 1.0000000180025095e-35 85726.62000000001 -197.49999999999997 82391.895000000004 4 3.5000000000000004 -1364.4999999999998 -1189.4999999999998
decision_type=2 10 1 10 10 10 1 2 2 8 8 8 2 1 8 8 2 8 2 8 2 1 8 8 10 10 1 2 10 2
left_child=-1 2 -2 7 -5 23 -7 8 -4 11 13 27 26 -11 -15 -16 -12 -18 20 -20 -19 25 -23 -6 -25 -22 -13 -9 -29 -8
right_child=1 -3 3 4 5 6 29 9 -10 10 16 12 -14 14 15 -17 17 18 19 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0050485374038167809 0.0012304580455759953 -0.0046539263228654358 -0.0028202371934828801 0.016804401022281135 0.014562794122391802 -0.0040807720757719459 0.0012664055162203275 -0.0094645435152939748 0.027011693493055228 -0.0032348400657515462 -0.002533222822365332 0.0092848574733734122 0.012246646480051622 -0.0046976000335945661 0.023783449781168673 0.0061881225169711255 -0.0053338547092667684 -0.010486896789172485 0.024184359733726499 -0.00030160550852926377 0.0088361037010508577 0.017108149296488868 0.0036213512764378441 0.01089381575399411 -0.011081358431824102 0.037155275980346965 -0.0040919511190443004 0.017929408637443928 -0.010758445116465658 0.016459315715016069
leaf_count=354 2552 309 27 20 40 170 60 320 20 53 1340 42 30 27 23 43 399 39 21 1197 20 29 284 33 30 20 430 24 24 20
internal_value=0 0.00984277 0.0237456 -0.0444477 0.28503 0.183713 -0.0614475 -0.0834393 1.22094 -0.0949737 -0.035607 -0.382198 -0.145242 0.564001 0.977283 1.33406 -0.0671455 0.030202 0.139545 0.00614295 0.529046 0.61621 0.49352 0.74299 0.153381 2.31143 -0.289984 -0.759337 0.325827 0.591672
internal_count=8000 7646 7337 4785 373 353 250 4412 47 4365 3495 870 502 146 93 66 3349 2009 1610 1218 392 353 313 103 63 40 472 368 48 80
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 2 1 2 4
shrinkage=0.01


Tree=200
num_leaves=31
num_cat=0
split_feature=18 19 11 14 16 16 15 7 9 5 13 11 6 15 6 5 13 18 9 9 18 9 14 14 11 15 11 11 11 11
split_gain=3.76678 3.79056 6.50314 13.0497 5.94411 6.68797 5.87269 5.45798 4.75969 4.18033 4.12833 4.00264 3.70897 5.12892 8.17 6.50584 4.23882 4.71771 4.91923 6.14568 4.2413 4.2204 3.63843 3.83668 3.51836 4.99481 3.51727 3.48581 3.79464 6.01506
threshold=0.015050000000000003 1.5000000000000002 -966.49999999999989 24720.750000000004 9.5000000000000018 11.500000000000002 0.64390000000000003 2.5000000000000004 -785.49999999999989 -19736.499999999996 1.0000000180025095e-35 -1329.9999999999998 0.040150000000000005 0.79420000000000013 0.010950000000000001 -17866.499999999996 32650.875000000004 0.0037500000000000003 -1296.4999999999998 -2292.4999999999995 0.0070500000000000007 -691.49999999999989 62257.500000000007 58797.000000000007 -8727.4999999999982 0.82035000000000013 -1135.9999999999998 -1991.9999999999998 -9136.4999999999982 -8163.4999999999991
decision_type=10 2 2 2 8 8 10 2 10 2 8 2 10 10 8 2 10 10 8 10 10 8 2 2 2 10 2 2 2 2
left_child=1 2 4 -4 -1 -6 8 9 -5 -3 -7 12 13 16 -15 -16 17 18 19 -12 27 -20 23 -11 25 -2 -26 28 -18 -30
right_child=24 7 3 6 5 10 -8 -9 -10 22 11 -13 -14 14 15 -17 20 -19 21 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0072442395255615088 -0.010562376913590845 -0.0027398043875236063 -0.002469725572158357 0.027388752906044169 0.018485408895616222 -0.011195868504608695 -0.00029855399334755196 0.012139754884925347 0.01018586353451437 0.00019214598777133552 0.0040098514780945102 -0.0086959981223242531 -0.0079181302293349388 -0.010767691761025253 0.0028575805157484953 0.029576215300606425 -0.0065114458437988965 -0.01101401579121661 -0.011124448633998486 0.0293675408472578 0.014661123379482586 0.0058384854324147837 -0.006909938052792941 0.012618607722176149 2.6893828984402996e-06 0.0090892194192574802 -0.0057848305004907074 -0.010968027097102545 0.0141410546646034 0.00019044785273733346
leaf_count=121 194 1165 81 35 23 35 20 30 24 4075 29 44 70 21 32 20 130 24 21 24 24 175 106 33 737 30 219 44 38 376
internal_value=0 0.0266024 0.191536 0.80278 0.0946925 0.171212 1.63013 -0.0176614 2.05116 -0.0284869 0.12524 0.164525 0.211822 0.259045 1.23395 1.93646 0.188655 0.529295 0.649995 1.68254 0.0101414 0.436521 0.0134766 0.0283799 -0.218823 -0.762871 -0.127866 -0.0535482 0.0226999 0.160599
internal_count=8000 6820 1411 160 1251 1130 79 5409 59 5379 1107 1072 1028 958 73 52 885 273 249 53 612 196 4214 4108 1180 224 956 588 544 414
shrinkage=0.01


Tree=201
num_leaves=31
num_cat=2
split_feature=17 0 5 4 15 14 5 6 11 15 14 14 9 14 9 15 15 15 16 5 13 7 13 11 14 14 11 13 14 13
split_gain=3.72002 3.74762 4.71744 4.26735 3.6243 5.62087 5.68805 4.05484 3.52923 5.46425 3.75139 5.72806 6.39627 5.71552 4.21882 3.51118 4.79461 3.73414 3.30928 3.30042 6.18406 3.7097 5.27036 5.30724 4.61364 4.88882 7.30708 6.91316 9.70208 6.7704
threshold=0.25000000000000006 0 -16141.999999999998 1 0.76155000000000006 29594.250000000004 -17422.499999999996 0.14295000000000002 -1037.4999999999998 0.75500000000000012 15896.250000000002 17534.250000000004 -2619.4999999999995 30683.250000000004 -229.49999999999997 0.54915000000000014 0.61775000000000013 0.64390000000000003 39.500000000000007 -15822.999999999998 72069.795000000013 1.0000000180025095e-35 130626.00000000001 -2931.9999999999995 57611.250000000007 17534.250000000004 -9006.4999999999982 61780.500000000007 10712.250000000002 225002.25000000003
decision_type=10 1 2 1 10 2 2 8 2 10 2 2 8 2 10 8 8 8 8 2 10 2 10 2 2 2 2 8 2 10
left_child=1 15 -3 19 -2 6 -6 -8 9 10 -5 -12 13 -13 -14 -1 -17 -18 -19 20 -4 24 23 -23 25 26 -21 -28 -29 -30
right_child=4 2 3 8 5 -7 7 -9 -10 -11 11 12 14 -15 -16 16 17 18 -20 21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.011313397631169462 -0.010643389212182086 -0.0020052674713241106 0.020232745499932165 -0.0058608181412121178 -0.010438010201370264 -0.0085898074506830218 0.0011294965957245864 0.022112345733098445 -0.0063503075442773961 -0.0092870127347926719 0.01503135503479841 0.02258815459286756 -0.001855601501382504 -0.0033213334082915513 0.0086267088546654411 0.014565413812338023 -0.011142190333403681 -6.3931593426056933e-05 0.0023689876988999916 0.021636599839064099 -0.0022740844018089173 -0.005110772781102493 0.013413386419424595 0.0071037997852435239 0.014370687889642502 -0.0011381921294579922 -0.0048554933410660693 -0.0066128493239164081 0.014089059735324519 -0.0038263830314251013
leaf_count=27 122 2643 34 101 39 105 26 24 174 99 33 27 428 21 38 26 31 1389 1147 21 36 63 50 59 26 915 98 61 107 30
internal_value=0 0.0105381 -0.0558814 0.0393609 -0.47065 -0.101321 0.626715 1.28194 -0.162236 -0.0549922 0.0552407 0.17135 0.0705196 1.32402 -0.0581618 0.108893 0.121135 0.105456 0.118983 0.141881 0.948355 0.111981 0.50783 0.192834 0.040973 0.0114418 0.36759 0.224911 0.593274 1.03783
internal_count=8000 7684 5064 2421 316 194 89 50 921 747 648 547 514 48 466 2620 2593 2567 2536 1500 70 1430 172 122 1258 1232 317 296 198 137
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=202
num_leaves=31
num_cat=2
split_feature=11 14 11 18 4 14 16 15 13 13 11 11 11 14 14 9 11 6 9 14 15 14 6 18 15 13 14 1 14 18
split_gain=3.68677 3.71619 4.91439 4.0839 3.6805 5.04596 4.73311 5.19213 4.33217 6.49751 7.30489 12.0829 8.20292 4.77188 4.73184 4.23385 4.16257 3.846 8.93327 6.0743 6.54424 6.7087 4.04894 4.16346 3.63014 3.61719 9.53939 4.53879 5.4493 4.06411
threshold=-11707.999999999998 13286.250000000002 -7570.4999999999991 0.0046500000000000005 0 14598.000000000002 1.0000000180025095e-35 0.65695000000000003 1.0000000180025095e-35 24988.500000000004 -1265.9999999999998 -4687.4999999999991 -8944.4999999999982 22952.250000000004 59942.250000000007 -2381.4999999999995 -4353.9999999999991 0.0080500000000000016 -442.49999999999994 26592.750000000004 0.74195000000000011 36425.250000000007 0.011250000000000001 0.22490000000000002 0.67005000000000015 180450.00000000003 10712.250000000002 1 12424.500000000002 1.0000000180025095e-35
decision_type=2 2 2 10 1 2 10 10 8 8 2 2 2 2 2 10 2 8 8 2 8 2 8 10 10 8 2 1 2 8
left_child=-1 2 3 -2 5 6 7 15 -6 10 11 12 -10 -13 17 -3 -17 18 19 -11 21 -21 -19 -24 25 29 -27 -28 -29 -4
right_child=1 4 24 -5 8 -7 -8 -9 9 14 -12 13 -14 -15 -16 16 -18 22 -20 20 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.0049958976096950991 0.0056624331533925501 0.017685111459492652 0.006682269752824003 -0.010662951427016303 -0.0075600433269954774 0.00081472380466825201 -0.0041056240802043575 0.024114910911699549 0.018372008664699842 -0.010723387354878157 -0.011158918304653976 0.028871160329947406 -0.0070293572909022111 0.011184855385568206 -0.0092083571735856063 -0.0081068699448937718 0.010044717788269463 -0.010858602844005772 0.013241141115267077 0.025730471773092744 -0.010664110599805458 -0.00064140069659690655 -0.00090333985457163434 0.015932891315612339 -0.0096735895943458102 -0.0058830397290810877 -0.004410330163399939 0.024478572020549923 0.0030792727316225157 -0.0061276251791251551
leaf_count=354 165 24 36 37 127 3397 36 23 30 77 30 29 72 41 116 27 25 64 76 25 33 31 2459 24 148 106 21 32 24 311
internal_value=0 0.00966047 -0.225491 0.332671 0.0371201 0.108344 0.731552 1.06428 -0.0631552 -0.0339396 0.599627 0.883422 -0.051427 1.88735 -0.0838788 0.664703 0.14907 -0.0541783 0.406604 -0.183864 0.497583 1.23453 -0.0995823 -0.0750501 -0.371802 -0.243961 0.161856 1.06478 1.53641 -0.471033
internal_count=8000 7646 880 202 6766 3532 135 99 3234 3107 202 172 102 70 2905 76 52 2789 242 166 89 56 2547 2483 678 530 183 77 56 347
cat_boundaries=0 1 2
cat_threshold=16 2
shrinkage=0.01


Tree=203
num_leaves=31
num_cat=3
split_feature=17 0 5 4 15 14 5 6 11 15 5 9 5 11 2 13 19 14 9 13 11 15 15 15 9 16 13 15 5 13
split_gain=3.66547 3.66484 4.60827 4.13805 3.60271 5.52295 5.5295 3.85751 3.47443 5.38868 3.71167 6.00831 6.96149 6.3428 5.53986 5.42777 7.31918 5.87928 4.56621 4.332 3.57895 3.46959 4.63084 3.68879 3.22334 3.22098 3.27265 3.266 3.66969 5.60324
threshold=0.25000000000000006 0 -16141.999999999998 1 0.76155000000000006 29594.250000000004 -17422.499999999996 0.14295000000000002 -1037.4999999999998 0.75500000000000012 -13674.499999999998 -2393.4999999999995 -12831.499999999998 -6703.9999999999991 2 89496.000000000015 2.5000000000000004 30084.750000000004 -229.49999999999997 119633.85000000002 -3276.9999999999995 0.54915000000000014 0.61775000000000013 0.64390000000000003 -886.49999999999989 39.500000000000007 1002060.0000000001 0.65695000000000003 -21581.499999999996 54033.165000000008
decision_type=10 1 2 1 10 2 2 8 2 10 2 8 2 2 1 8 2 2 10 8 2 8 8 8 10 8 10 8 2 10
left_child=1 21 -3 -4 -2 6 -6 -8 9 10 14 20 13 -13 -5 16 17 -16 -14 -15 -12 -1 -23 -24 -17 27 -27 -25 29 -29
right_child=4 2 3 8 5 -7 7 -9 -10 -11 11 12 18 19 15 24 -18 -19 -20 -21 -22 22 23 25 -26 26 -28 28 -30 -31
leaf_value=-0.011300980798789115 -0.010637307611875048 -0.0019847996767406273 0.0013953171184599275 -0.010782375801022218 -0.010433214004632525 -0.0085687541278628068 0.0011139777341413195 0.021494923560260407 -0.0063103048547828583 -0.0092620388389316501 0.0044247271241102766 0.028592165330880409 -0.0034749000721668718 -0.0058624608526127399 0.030520963850631608 -0.010794546543247087 -0.010674484884102909 0.0030452569702923622 0.0076508885152296018 0.015220821580224602 0.023633768286338647 0.014249671113865155 -0.011130659184694984 0.014187833374608657 0.0034220515316398521 0.002662475484963085 -0.0063978893794484851 -0.0034974625059589594 -0.00072795129503590349 0.015815657441214631
leaf_count=27 122 2643 1500 99 39 105 26 24 174 99 23 20 226 29 23 60 22 23 37 25 20 26 31 20 41 1095 52 41 1269 59
internal_value=0 0.0104498 -0.0552878 0.0387708 -0.468239 -0.10058 0.617198 1.25514 -0.1601 -0.0538595 0.0551604 0.249935 0.0954084 1.11986 -0.323188 0.105452 0.964072 1.78339 -0.135969 0.445934 1.41933 0.10765 0.119764 0.104281 -0.473513 0.117661 0.23383 -0.00611319 -0.0272473 0.726637
internal_count=8000 7684 5064 2421 316 194 89 50 921 747 648 380 337 74 268 169 68 46 263 54 43 2620 2593 2567 101 2536 1147 1389 1369 100
cat_boundaries=0 1 2 3
cat_threshold=2 16 1
shrinkage=0.01


Tree=204
num_leaves=31
num_cat=1
split_feature=18 19 11 14 16 16 15 7 2 13 5 11 6 15 6 6 13 15 18 15 13 16 9 19 9 5 11 15 11 11
split_gain=3.63606 3.71766 6.38272 12.6382 5.83168 6.38467 5.63972 5.27891 4.66532 4.05386 4.02867 3.93449 3.62876 5.01836 7.86782 6.33404 4.09499 4.61776 4.1037 3.59833 4.45153 4.08023 3.99199 6.15046 5.7496 5.17544 3.48154 4.9601 3.47437 3.43633
threshold=0.015050000000000003 1.5000000000000002 -966.49999999999989 24720.750000000004 9.5000000000000018 11.500000000000002 0.64390000000000003 2.5000000000000004 0 1.0000000180025095e-35 -19736.499999999996 -1329.9999999999998 0.040150000000000005 0.79420000000000013 0.010950000000000001 0.016150000000000001 32650.875000000004 0.7027000000000001 0.0070500000000000007 0.83340000000000003 1220625.0000000002 12.500000000000002 -2890.4999999999995 2.5000000000000004 -2690.9999999999995 -19613.499999999996 -8727.4999999999982 0.82035000000000013 -1135.9999999999998 -1991.9999999999998
decision_type=10 2 2 2 8 8 10 2 1 8 2 2 10 10 8 10 10 10 10 10 10 10 8 2 8 2 2 10 2 2
left_child=1 2 4 -4 -1 -6 8 10 -5 -7 -3 12 13 16 -15 -16 17 -11 29 20 22 -21 23 -12 -24 -26 27 -2 -28 -18
right_child=26 7 3 6 5 9 -8 -9 -10 11 19 -13 -14 14 15 -17 18 -19 -20 21 -22 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0072123103576371365 -0.01055682127521625 -0.0027009724398185265 -0.0024381562084947041 0.026265943836359669 0.017937114149708933 -0.011183142614863367 -0.0002844648975366386 0.011883211037168382 0.0089377017806194208 0.0063848239981682368 0.024880161344889712 -0.0086709057419086018 -0.0078871777826547158 -0.010754855617977685 0.030659502825355105 0.0050936565304137062 0.0002208654777862157 -0.010913984687500284 0.014337477026050947 -0.0078988301903148359 -0.0054910075865465613 0.0071321128047871886 -0.0061567467657648242 -0.0037311209261646056 0.014619397955280373 0.00059372661401644071 2.117755998532245e-05 0.0090153491229413765 -0.0057484271739849024 -0.010956046278585522
leaf_count=121 194 1165 81 37 23 35 20 30 22 247 21 44 70 21 23 29 544 26 24 160 177 31 198 21 30 3576 737 30 219 44
internal_value=0 0.0261151 0.189407 0.793834 0.0933251 0.168821 1.60179 -0.0177435 2.00997 0.123546 -0.0284401 0.162207 0.208888 0.255324 1.21703 1.89538 0.185607 0.519404 0.00982397 0.0126623 0.0321619 -0.519689 0.0550644 1.19669 0.0441952 0.0715369 -0.215448 -0.759578 -0.125091 -0.0532175
internal_count=8000 6820 1411 160 1251 1130 79 5409 59 1107 5379 1072 1028 958 73 52 885 273 612 4214 4023 191 3846 42 3804 3606 1180 224 956 588
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=205
num_leaves=31
num_cat=2
split_feature=11 14 11 18 15 13 14 1 14 18 4 14 16 15 13 13 11 11 11 14 14 9 11 6 9 14 15 14 6 18
split_gain=3.59292 3.64821 4.82174 3.996 3.59186 3.55854 9.3025 4.35638 5.1384 3.99577 3.51761 4.90352 4.57837 4.93224 4.27387 6.32382 7.1135 11.5798 7.97903 4.67843 4.49149 4.06946 4.0759 3.77675 8.65792 6.00331 6.37049 6.31474 4.00869 4.07452
threshold=-11707.999999999998 13286.250000000002 -7570.4999999999991 0.0046500000000000005 0.67005000000000015 180450.00000000003 10712.250000000002 0 12424.500000000002 1.0000000180025095e-35 1 14598.000000000002 1.0000000180025095e-35 0.65695000000000003 1.0000000180025095e-35 24988.500000000004 -1265.9999999999998 -4687.4999999999991 -8944.4999999999982 59942.250000000007 22952.250000000004 -2381.4999999999995 -4353.9999999999991 0.0080500000000000016 -442.49999999999994 26592.750000000004 0.74195000000000011 36425.250000000007 0.011250000000000001 0.22490000000000002
decision_type=2 2 2 10 10 8 2 1 2 8 1 2 10 10 8 8 2 2 2 2 2 10 2 8 8 2 8 2 8 10
left_child=-1 2 3 -2 5 9 -7 -8 -9 -4 11 12 13 21 -12 16 17 18 -16 23 -19 -3 -23 24 25 -17 27 -27 -25 -30
right_child=1 10 4 -5 -6 6 7 8 -10 -11 14 -13 -14 -15 15 19 -18 20 -20 -21 -22 22 -24 28 -26 26 -28 -29 29 -31
leaf_value=-0.0049507610344234265 0.0055687793918895749 0.01725993700194571 0.0065749257306896534 -0.010656135086882981 -0.00965229015814726 -0.0058561157074934799 -0.0043723334589427084 0.023723392068540714 0.0030446666386315935 -0.0060993992441891985 -0.0075260410648962861 0.00079690479590461161 -0.0040782830441143001 0.023429492581023909 0.01793798404552301 -0.010715972902555378 -0.011143690499715173 0.027981714705439118 -0.0070032718958746168 -0.0091855836133123755 0.010955552048140473 -0.0080927002045847081 0.0098641707024494651 -0.010848114903096531 0.013010923285940277 0.024875645809191643 -0.010654291638448686 -0.00059375477646257321 -0.00088546012212601332 0.015704133061673592
leaf_count=354 165 24 36 37 148 106 21 32 24 311 127 3397 36 23 30 77 30 29 72 116 41 27 25 64 76 25 33 31 2459 24
internal_value=0 0.00951339 -0.223748 0.328063 -0.369259 -0.24243 0.159439 1.04474 1.50084 -0.468428 0.0366976 0.106223 0.718852 1.04335 -0.0614911 -0.0325408 0.591204 0.868141 -0.0509687 -0.0819919 1.84055 0.652999 0.145745 -0.0525519 0.403781 -0.180806 0.493518 1.21192 -0.0976539 -0.073337
internal_count=8000 7646 880 202 678 530 183 77 56 347 6766 3532 135 99 3234 3107 202 172 102 2905 70 76 52 2789 242 166 89 56 2547 2483
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=206
num_leaves=31
num_cat=3
split_feature=17 15 14 5 6 0 3 16 4 11 13 5 11 11 14 14 9 11 16 18 5 5 5 18 9 9 9 9 13 11
split_gain=3.59251 3.58934 5.42959 5.37482 3.67478 3.57362 4.57983 4.63529 4.7218 5.54648 6.46318 6.46234 6.26741 5.60419 5.87698 6.537 5.63855 5.06787 4.82066 4.07316 5.19795 7.31648 4.10929 4.10805 3.99337 3.82201 3.71903 5.20799 4.62867 3.74382
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0.14295000000000002 0 1 4.5000000000000009 2 -1491.4999999999998 1777500.0000000002 -16766.499999999996 -1361.4999999999998 -1686.4999999999998 46494.000000000007 23951.250000000004 -397.49999999999994 -4953.9999999999991 15.500000000000002 1.0000000180025095e-35 -11272.499999999998 -10016.499999999998 -14632.499999999998 0.026850000000000002 -187.49999999999997 -1650.4999999999998 -451.49999999999994 -986.49999999999989 44988.750000000007 -3066.4999999999995
decision_type=10 10 2 2 8 1 9 8 1 2 10 2 2 2 2 2 10 2 10 10 2 2 2 10 10 10 10 10 10 2
left_child=5 -2 3 -3 -5 -1 7 -7 9 10 11 -9 -11 14 15 24 -17 -16 19 20 22 -22 -14 -21 26 -24 27 29 -29 -13
right_child=1 2 -4 4 -6 6 -8 8 -10 12 -12 13 18 -15 17 16 -18 -19 -20 23 21 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0010626667641407568 -0.010631096446758427 -0.010427595763812469 -0.0085421114436155573 0.0011103780726107097 0.020932064000641147 -0.0059601950728684064 -0.0030221405133071615 -0.0040076372905907967 -0.0011988059347783639 0.01878907932042739 0.018084334520785606 0.0082433945728576982 0.0081659394788368735 -0.011468237208802769 0.021664886622859016 -0.0038892498002962624 0.0063202111252801205 0.0015465360875999284 -0.01120824245951838 -0.011161067119523924 0.017714348618661262 -0.0014442753763069386 0.0063642721869717747 0.0052665935754794505 -0.006160073422235607 -0.0063544275616116601 0.012652335939942203 0.0070513456016966401 -0.0079164853794968341 -0.0015432937480890701
leaf_count=2620 122 39 105 26 24 224 896 528 2085 29 23 196 99 33 29 322 64 26 25 39 44 23 38 42 34 64 48 29 67 57
internal_value=0 -0.464934 -0.098111 0.610088 1.23117 0.0103384 -0.0546346 -0.00048486 0.0262905 0.142484 0.0330317 0.00166539 0.469653 0.142471 0.19392 0.124754 -0.193475 1.23977 0.355113 0.446069 0.608663 1.205 0.294395 -0.294551 0.394318 -0.138846 0.490122 0.362796 -0.276152 0.614628
internal_count=8000 316 194 89 50 7684 5064 4168 3944 1859 1456 1433 403 905 872 817 386 55 374 349 268 67 201 81 431 102 397 349 96 253
cat_boundaries=0 1 2 3
cat_threshold=2 73 16
shrinkage=0.01


Tree=207
num_leaves=31
num_cat=0
split_feature=18 19 11 14 16 16 15 7 5 13 5 16 14 11 14 6 11 14 6 14 16 15 11 11 5 15 13 13 14 19
split_gain=3.53933 3.63764 6.19675 12.1919 5.71887 6.08538 5.3855 5.12547 4.4907 3.98586 3.95675 5.54879 4.93258 3.87896 3.84828 4.54991 5.84324 8.4946 6.5692 5.64431 3.64236 6.46553 4.14766 8.25054 3.79834 3.68612 12.084 5.09992 5.21874 4.92533
threshold=0.015050000000000003 1.5000000000000002 -966.49999999999989 24720.750000000004 9.5000000000000018 11.500000000000002 0.64390000000000003 2.5000000000000004 -12241.999999999998 1.0000000180025095e-35 -12120.499999999998 15.500000000000002 57611.250000000007 -1329.9999999999998 48753.000000000007 0.0063500000000000006 -9006.4999999999982 25323.750000000004 0.0015500000000000004 24115.500000000004 13.500000000000002 0.83340000000000003 -990.49999999999989 -1135.9999999999998 -11893.499999999998 0.80075000000000018 44988.750000000007 156663.04500000001 24466.500000000004 2.5000000000000004
decision_type=10 2 2 2 8 8 10 2 2 8 2 10 2 2 2 8 2 2 10 2 10 10 2 2 2 8 10 10 2 2
left_child=1 2 4 -4 -1 -6 8 10 -5 -7 14 12 20 -11 15 16 19 -18 -19 -3 21 22 23 24 -12 26 -26 -27 -29 -30
right_child=-2 7 3 6 5 9 -8 -9 -10 13 11 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=-0.0071775272725326583 -0.0021293690399932898 0.032087302559840249 -0.0024203628627317976 0.025584176346560562 0.017394988398217959 -0.011169766230424427 -0.00028285051319252056 0.011663893624873465 0.0086655032926601146 0.0020640268257832882 0.0096440675499674371 -0.0053711983206539225 0.014476145521543598 -0.0086518726425377415 -0.0049601543354491932 -0.00094066597313491253 -0.0063225332080377927 0.00033600252484503913 0.020245269002267641 0.003470524422500041 0.011614525489432656 -0.011069163315303632 -0.0023582320446587806 0.017424186032824106 0.02113842156428471 -0.0012854550580424235 -0.00047998315320580114 -0.001712956571233415 0.0024310267304867711 0.017175823488278525
leaf_count=121 1180 20 81 39 23 35 20 30 20 1028 50 126 29 44 367 3621 95 52 35 22 36 53 194 26 30 399 81 61 41 41
internal_value=0 0.0256988 0.187137 0.780948 0.0922638 0.166706 1.56746 -0.0177153 1.96143 0.122161 -0.028298 0.119704 0.18731 0.160242 -0.0942441 -0.0600897 0.458007 0.180497 0.975284 1.78168 0.152765 0.120019 0.169358 0.269054 0.201097 0.137923 0.648462 0.0386762 0.539398 1.02096
internal_count=8000 6820 1411 160 1251 1130 79 5409 59 1107 5379 1167 1041 1072 4212 3845 224 182 87 42 1012 976 923 729 703 653 111 542 143 82
shrinkage=0.01


Tree=208
num_leaves=31
num_cat=2
split_feature=17 15 14 5 11 14 11 18 6 14 11 3 9 5 5 7 15 2 18 13 16 5 9 9 5 11 11 11 17 9
split_gain=3.52481 3.56881 5.3348 5.23535 3.5221 3.62532 5.03098 3.92059 3.51814 3.44297 3.41255 3.39553 3.99792 7.71228 4.711 3.52038 3.38746 3.53483 9.19655 4.87649 3.1196 4.80115 4.26381 4.64289 4.20602 5.07432 5.35359 10.8382 4.09423 3.86515
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 -11707.999999999998 13286.250000000002 -7570.4999999999991 0.0046500000000000005 0.14295000000000002 12206.250000000002 -13239.499999999998 0 -2507.4999999999995 -12892.499999999998 -20544.999999999996 2.5000000000000004 0.67005000000000015 1 1.0000000180025095e-35 180450.00000000003 25.500000000000004 -22066.499999999996 -490.49999999999994 -638.49999999999989 -23128.999999999996 -9006.4999999999982 -2081.4999999999995 -944.49999999999989 0.22820000000000004 -656.49999999999989
decision_type=10 10 2 2 2 2 2 10 8 2 2 9 8 2 2 2 10 1 8 10 8 2 10 10 2 2 2 2 10 10
left_child=4 -2 3 -3 9 6 7 -6 -5 10 -1 12 13 14 -7 20 17 -8 -19 -20 28 24 23 29 25 -22 -27 -28 -13 -23
right_child=1 2 -4 8 5 11 16 -9 -10 -11 -12 15 -14 -15 -16 -17 -18 18 19 -21 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.020652634523170628 -0.010623903513856366 -0.010422698752537851 -0.0085181462744074662 0.0010914491962596222 0.0058359467621107676 0.016342608711546733 -0.0046511283690101584 -0.010669930583603566 0.020415915324085657 -0.0070674350101455801 -0.0036076473938573086 -0.00079520438539368234 -0.0029719107011419348 0.023465826033204101 -0.0075735641458224813 0.010322286064965961 -0.0095868404900539637 0.023107651751671319 -0.0043070453694991047 0.012354616055120629 0.015670253392150477 0.0011861764933377389 0.0037243101421628789 -0.0039986134970770668 -0.0084607076355489048 -0.0085850188143428516 0.03110561305803607 -0.010790501119495886 0.011784825796165322 0.014148253992629771
leaf_count=21 122 39 105 26 162 22 351 34 24 290 36 1826 759 21 61 35 141 20 130 28 37 2442 666 208 183 106 21 22 39 23
internal_value=0 -0.461865 -0.0965681 0.601743 0.0101675 0.0226369 -0.2114 0.359229 1.20765 -0.482578 0.603004 0.0503434 -0.168925 0.564065 -0.148315 0.078889 -0.360374 -0.239732 0.161852 -0.142977 0.0723623 0.127852 0.159495 0.0902628 -0.365095 0.105907 -0.264322 0.939582 -0.0548028 0.133664
internal_count=8000 316 194 89 7684 7337 866 196 50 347 57 6471 863 104 83 5608 670 529 178 158 5573 3708 3339 2673 369 186 149 43 1865 2465
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=209
num_leaves=31
num_cat=3
split_feature=17 15 14 5 0 3 16 4 11 13 5 11 11 14 14 9 11 16 18 5 5 18 5 9 9 13 5 9 9 9
split_gain=3.47078 3.54666 5.24719 5.10429 3.51889 4.46539 4.52973 4.59183 5.39943 6.23146 6.32832 6.05761 5.50801 5.66932 6.41537 5.47964 4.82705 4.71286 3.93795 5.00201 7.04923 4.06597 3.97838 3.92195 3.73215 3.67436 10.3777 8.32582 4.16129 3.56932
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0 1 4.5000000000000009 2 -1491.4999999999998 1777500.0000000002 -16766.499999999996 -1361.4999999999998 -1686.4999999999998 46494.000000000007 23951.250000000004 -397.49999999999994 -4953.9999999999991 15.500000000000002 1.0000000180025095e-35 -11272.499999999998 -10016.499999999998 0.026850000000000002 -14632.499999999998 -187.49999999999997 -1650.4999999999998 156663.04500000001 -19381.999999999996 -1915.4999999999998 -647.49999999999989 -451.49999999999994
decision_type=10 10 2 2 1 9 8 1 2 10 2 2 2 2 2 10 2 10 10 2 2 10 2 10 10 10 2 8 10 10
left_child=4 -2 3 -3 -1 6 -6 8 9 10 25 -10 13 14 23 -16 -15 18 19 22 -21 -20 -13 29 -24 -8 27 -27 -29 -12
right_child=1 2 -4 -5 5 -7 7 -9 11 -11 12 17 -14 16 15 -17 -18 -19 21 20 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0010520831983702398 -0.010617384735422118 -0.010418343296201473 -0.0084976386077595754 0.011849061737681502 -0.0059197116072461703 -0.0029941613577071351 -0.0063478559585296527 -0.0011895999559456884 0.018386284025966957 0.017626331332155565 0.0035808034360113794 0.0079968011763036015 -0.011450769744041578 0.021046236366348264 -0.0038704953036559496 0.0061661976558204093 0.0015039139605682239 -0.011194555348281891 -0.011150098478091673 0.017305926679131566 -0.0014645182780947002 0.0052186424337073148 0.0062362763532639517 -0.006143248008041874 -0.006321542124147813 0.039019689238638584 -0.007182136207948912 -0.010457633083147302 0.01569869081709177 0.012382282317294564
leaf_count=2620 122 39 105 50 224 896 367 2085 29 23 349 99 33 29 322 64 26 25 39 44 23 42 38 34 64 21 93 25 22 48
internal_value=0 -0.459375 -0.0958097 0.593303 0.0100579 -0.0544596 -0.00102111 0.0253326 0.139775 0.0317041 0.000701799 0.461953 0.139676 0.190341 0.122163 -0.193401 1.21179 0.34899 0.438145 0.597127 1.17942 -0.291713 0.288874 0.38856 -0.138558 -0.398459 0.129278 1.47306 0.500442 0.483064
internal_count=8000 316 194 89 7684 5064 4168 3944 1859 1456 1433 403 905 872 817 386 55 374 349 268 67 81 201 431 102 528 161 68 47 397
cat_boundaries=0 1 2 3
cat_threshold=2 73 16
shrinkage=0.01


Tree=210
num_leaves=31
num_cat=4
split_feature=11 14 11 18 15 2 18 13 14 3 9 5 6 17 7 14 5 5 9 9 18 18 17 4 11 5 15 0 9 5
split_gain=3.45569 3.53778 4.64656 3.84533 3.54639 3.48471 8.83035 4.74932 3.4415 3.36734 3.74212 7.68605 4.77494 3.70115 5.75107 6.2928 9.04038 4.19618 3.35619 5.68101 4.40576 6.56698 3.48952 3.41229 3.28318 3.06273 8.03535 3.52634 3.22491 5.51206
threshold=-11707.999999999998 13286.250000000002 -7570.4999999999991 0.0046500000000000005 0.67005000000000015 0 1.0000000180025095e-35 180450.00000000003 12206.250000000002 1 -2507.4999999999995 -12892.499999999998 0.0038500000000000006 1.0000000180025095e-35 1.5000000000000002 18580.500000000004 -12542.499999999998 -20895.499999999996 -323.49999999999994 -270.49999999999994 0.010550000000000002 0.019150000000000004 0.15320000000000003 2 -13239.499999999998 -10554.499999999998 0.70925000000000005 3 -247.49999999999997 -17676.499999999996
decision_type=2 2 2 10 10 1 8 10 2 9 8 2 10 10 2 2 2 2 8 8 10 8 10 1 2 2 10 1 10 2
left_child=8 2 3 -2 5 -4 -7 -8 24 10 11 12 -3 -11 15 16 17 -15 -17 -20 -21 -22 -23 -24 -1 28 27 -27 -12 -30
right_child=1 9 4 -5 -6 6 7 -9 -10 13 25 -13 -14 14 -16 18 -18 -19 19 20 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.020113776584832075 0.0053914861792930249 -0.0076725023924022985 -0.0046347920717290285 -0.010648522952936525 -0.0096239435590199981 0.022417049966808364 -0.0042846476034798667 0.012092007743225391 -0.0071039117161922237 0.0010387365515114855 -0.0052106546315596773 0.022828233789906869 0.016276770460688969 0.010934969656744807 0.014019048594462827 -0.0047687536869162276 0.017546876750350944 -0.0068392790489432706 0.017715540135181916 -0.0070954694806052623 0.020036574862574621 -0.010858329269048181 0.013659752703065532 -0.0053895216662529603 -0.0035789654464196616 0.0041442270180312027 0.020797842497908597 -0.011125756979431019 0.017755276655781801 -0.0045516108117982183
leaf_count=21 165 67 352 37 148 20 130 28 297 4726 621 21 20 39 26 744 39 82 20 95 20 36 28 26 36 37 21 33 25 40
internal_value=0 0.00920487 -0.220935 0.318581 -0.36485 -0.239222 0.158851 -0.142544 -0.488377 0.035939 -0.179947 0.514773 -0.179542 0.0641406 -0.144149 -0.196417 0.52178 -0.18577 -0.323696 0.0509845 -0.14359 0.367032 -0.133626 0.463508 0.595271 -0.306693 0.261288 -0.295215 -0.417839 0.3521
internal_count=8000 7646 880 202 678 530 178 158 354 6766 885 108 87 5881 1155 1129 160 121 969 225 205 110 90 54 57 777 91 70 686 65
cat_boundaries=0 1 2 3 4
cat_threshold=2 2 1 2
shrinkage=0.01


Tree=211
num_leaves=31
num_cat=2
split_feature=18 19 11 14 16 16 15 7 2 13 11 5 6 15 6 5 13 15 18 14 14 11 15 11 6 13 9 11 4 17
split_gain=3.42055 3.56605 5.99811 11.7351 5.60152 5.78231 5.12645 4.8688 4.34789 3.92307 3.83135 3.81291 3.53161 4.87463 7.49042 6.04317 3.97795 4.51433 3.95193 3.51859 3.67962 3.43347 4.93781 3.43283 3.43348 4.11524 4.14605 8.21566 10.2522 3.62386
threshold=0.015050000000000003 1.5000000000000002 -966.49999999999989 24720.750000000004 9.5000000000000018 11.500000000000002 0.64390000000000003 2.5000000000000004 0 1.0000000180025095e-35 -1329.9999999999998 -19736.499999999996 0.040150000000000005 0.79420000000000013 0.010950000000000001 -17866.499999999996 32650.875000000004 0.7027000000000001 0.0070500000000000007 62257.500000000007 58797.000000000007 -8727.4999999999982 0.82035000000000013 -1135.9999999999998 0.0020500000000000002 21530.250000000004 -1480.4999999999998 -2296.4999999999995 1 0.029200000000000004
decision_type=10 2 2 2 8 8 10 2 1 8 2 2 10 10 8 2 10 10 10 2 2 2 10 2 8 8 10 2 1 10
left_child=1 2 4 -4 -1 -6 8 11 -5 -7 12 -3 13 16 -15 -16 17 -11 -18 20 -13 22 -2 24 -23 -26 29 -28 -29 -27
right_child=21 7 3 6 5 9 -8 -9 -10 10 -12 19 -14 14 15 -17 18 -19 -20 -21 -22 23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.0071391304948325244 -0.01054900751363454 -0.0026425693031216237 -0.0024025696737616196 0.024957007310915318 0.016839024750989081 -0.011154163556261058 -0.00028119223392179132 0.01129416213033773 0.0084369030060988098 0.0062551593841448597 -0.0086362469130630958 0.00017196186535264901 -0.0078544996153340017 -0.010743236775746829 0.0025876394919357253 0.028037086834735742 -0.00054726864413577093 -0.01090931962588009 0.013953921762000956 -0.0068577702764099141 0.012270607158505665 -0.0084128484137935278 0.0090030916825154031 -0.0056980210724487 -0.0085370165043247917 -0.0062801291680491776 0.001593829038354939 0.029068917323931066 -0.00076163055637325607 0.0030892884448857527
leaf_count=121 194 1165 81 37 23 35 20 30 22 247 44 4075 70 21 32 20 588 26 24 106 33 76 30 219 64 140 257 34 33 133
internal_value=0 0.0251975 0.184945 0.767379 0.0914015 0.16473 1.53183 -0.0178228 1.91119 0.12095 0.158499 -0.0282041 0.204204 0.249661 1.19348 1.84107 0.180848 0.508858 0.00748836 0.0116658 0.0262216 -0.209794 -0.75457 -0.120193 0.0062075 0.0921334 0.193769 0.477288 1.64689 -0.184539
internal_count=8000 6820 1411 160 1251 1130 79 5409 59 1107 1072 5379 1028 958 73 52 885 273 612 4214 4108 1180 224 956 737 661 597 324 67 273
cat_boundaries=0 1 2
cat_threshold=2 16
shrinkage=0.01


Tree=212
num_leaves=31
num_cat=3
split_feature=17 15 14 5 0 3 16 4 11 13 5 11 11 14 14 9 19 16 9 18 5 5 18 5 9 13 5 9 9 15
split_gain=3.3982 3.52296 5.12726 4.91912 3.41965 4.34967 4.44646 4.46952 5.25301 6.02498 6.18703 5.81237 5.43347 5.47698 6.28554 5.35939 4.68511 4.62518 3.83842 3.80931 4.85507 6.79269 4.02888 3.85858 3.64685 3.6287 10.1216 7.73875 4.04211 3.43758
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0 1 4.5000000000000009 2 -1491.4999999999998 1777500.0000000002 -16766.499999999996 -1361.4999999999998 -1686.4999999999998 46494.000000000007 23951.250000000004 -397.49999999999994 2.5000000000000004 15.500000000000002 -187.49999999999997 1.0000000180025095e-35 -11272.499999999998 -10016.499999999998 0.026850000000000002 -14632.499999999998 -1650.4999999999998 156663.04500000001 -19381.999999999996 -1915.4999999999998 -647.49999999999989 0.68310000000000015
decision_type=10 10 2 2 1 9 8 1 2 10 2 2 2 2 2 10 2 10 10 10 2 2 10 2 10 10 2 8 10 10
left_child=4 -2 3 -3 -1 6 -6 8 9 10 25 -10 13 14 18 29 -15 19 -12 20 23 -22 -21 -13 -25 -8 27 -27 -29 -16
right_child=1 2 -4 -5 5 -7 7 -9 11 -11 12 17 -14 16 15 -17 -18 -19 -20 22 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0010362211705882455 -0.010610061307448262 -0.010411308480617701 -0.0084669013966223155 0.011536910586935336 -0.0058849592516915378 -0.0029610278569489478 -0.0063159801435276391 -0.0011759991050936918 0.017935717388207369 0.017220063933475915 0.0047619595622851027 0.0078364337068580325 -0.011437553643464627 0.022156531532872545 -0.0021297933234869547 0.0060568473286901868 0.0030157777365030993 -0.011182976611041699 -0.0061132688820758506 -0.011140336362166506 0.016947651935198142 -0.0014566010839086048 0.0051863279367974444 0.0061105207205666761 -0.0062913923715963681 0.037359816129128691 -0.0071563129343612539 -0.010451558520650132 0.015364072824471116 -0.010956770809223906
leaf_count=2620 122 39 105 50 224 896 367 2085 29 23 397 99 33 26 242 64 29 25 34 39 44 23 42 38 64 21 93 25 22 80
internal_value=0 -0.456017 -0.0942047 0.582346 0.00989259 -0.0537765 -0.00109584 0.0249371 0.137719 0.0310143 0.000336749 0.454884 0.137374 0.187426 0.120177 -0.192596 1.18614 0.343766 0.383201 0.431447 0.586929 1.15834 -0.288336 0.283389 -0.138543 -0.39545 0.128305 1.44376 0.496276 -0.384957
internal_count=8000 316 194 89 7684 5064 4168 3944 1859 1456 1433 403 905 872 817 386 55 374 431 349 268 67 81 201 102 528 161 68 47 322
cat_boundaries=0 1 2 3
cat_threshold=2 73 16
shrinkage=0.01


Tree=213
num_leaves=31
num_cat=3
split_feature=11 14 11 18 15 13 14 1 14 18 14 3 9 5 6 17 7 14 5 5 9 9 18 18 17 4 11 16 9 16
split_gain=3.36163 3.47205 4.57881 3.7709 3.51605 3.45523 9.03712 4.24588 4.90071 3.78624 3.40204 3.26008 3.67795 7.34453 4.67245 3.57713 5.56607 6.15697 8.58734 4.12331 3.30023 5.50056 4.34179 6.30182 3.44609 3.33731 3.16051 3.08384 4.73727 3.01691
threshold=-11707.999999999998 13286.250000000002 -7570.4999999999991 0.0046500000000000005 0.67005000000000015 180450.00000000003 10712.250000000002 0 12424.500000000002 1.0000000180025095e-35 12206.250000000002 1 -2507.4999999999995 -12892.499999999998 0.0038500000000000006 1.0000000180025095e-35 1.5000000000000002 18580.500000000004 -12542.499999999998 -20895.499999999996 -323.49999999999994 -270.49999999999994 0.010550000000000002 0.019150000000000004 0.15320000000000003 2 -13239.499999999998 13.500000000000002 -864.49999999999989 25.500000000000004
decision_type=2 2 2 10 10 8 2 1 2 8 2 9 8 2 10 10 2 2 2 2 8 8 10 8 10 1 2 8 10 8
left_child=10 2 3 -2 5 9 -7 -8 -9 -4 26 12 13 14 -3 29 17 18 19 -17 -19 -22 -23 -24 -25 -26 -1 28 -11 -13
right_child=1 11 4 -5 -6 6 7 8 -10 27 -12 15 -14 -15 -16 16 -18 20 -20 -21 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.019643368440862216 0.0053215024816617561 -0.0076386696928156632 0.006223568659231982 -0.010642534512840123 -0.0096063169616354104 -0.0058207009108980617 -0.0043971223757268366 0.023099087663197335 0.0029881868776744014 -0.010736148333903675 -0.0070659803748573296 -0.00031443991057267473 -0.0030331946231752067 0.022171439038601543 0.015990219461315496 0.010810731269239329 0.013705001469216009 -0.0047302281975900445 0.017019269392104071 -0.006797476953440143 0.017317378038039469 -0.0070651056547713911 0.019514936372674378 -0.010848236532262228 0.013459587613814768 -0.0053664376423846081 -0.003529472341241166 -0.0077431249266172036 0.011758314991036228 0.0016012394139262565
leaf_count=21 165 67 36 37 148 106 21 32 24 27 297 1586 777 21 20 39 26 744 39 82 20 95 20 36 28 26 36 255 29 3140
internal_value=0 0.00900282 -0.21924 0.315643 -0.362572 -0.237756 0.157386 1.02326 1.46966 -0.462144 -0.483649 0.0354664 -0.177308 0.510546 -0.175437 0.0631673 -0.141954 -0.193813 0.51516 -0.181026 -0.320384 0.0509948 -0.141991 0.363618 -0.130956 0.459486 0.591506 -0.602608 0.213577 0.102156
internal_count=8000 7646 880 202 678 530 183 77 56 347 354 6766 885 108 87 5881 1155 1129 160 121 969 225 205 110 90 54 57 311 56 4726
cat_boundaries=0 1 2 3
cat_threshold=2 2 1
shrinkage=0.01


Tree=214
num_leaves=31
num_cat=0
split_feature=18 19 11 14 16 16 15 7 5 13 11 5 6 9 5 11 14 9 14 14 6 15 6 17 13 18 9 9 9 18
split_gain=3.32856 3.48831 5.81405 11.3176 5.49026 5.52957 4.88973 4.71119 4.20657 3.86322 3.77915 3.71935 5.59436 4.17946 4.21729 9.06985 8.63075 6.41527 4.23729 3.61355 3.45086 4.74751 7.22286 5.88998 3.88502 4.44661 4.69322 5.60977 4.07072 3.8329
threshold=0.015050000000000003 1.5000000000000002 -966.49999999999989 24720.750000000004 9.5000000000000018 11.500000000000002 0.64390000000000003 2.5000000000000004 -12241.999999999998 1.0000000180025095e-35 -1329.9999999999998 -20745.499999999996 0.0016500000000000002 -155.49999999999997 -22923.499999999996 -2261.9999999999995 29738.250000000004 -1005.4999999999999 41652.000000000007 62257.500000000007 0.040150000000000005 0.79420000000000013 0.010950000000000001 0.062000000000000006 32650.875000000004 0.0037500000000000003 -1296.4999999999998 -2292.4999999999995 -691.49999999999989 0.0070500000000000007
decision_type=10 2 2 2 8 8 10 2 2 8 2 2 8 10 2 2 2 8 2 2 10 10 8 8 10 10 8 10 8 10
left_child=1 2 4 -4 -1 -6 8 11 -5 -7 20 12 -3 14 15 16 -14 -17 -18 -13 21 24 -23 -24 25 26 27 -11 -28 -26
right_child=-2 7 3 6 5 9 -8 -9 -10 10 -12 19 13 -15 -16 17 18 -19 -20 -21 -22 22 23 -25 29 -27 28 -29 -30 -31
leaf_value=-0.0071027016658601026 -0.0020733988468905327 0.015748525105711564 -0.0023859947106161664 0.024322409722285308 0.016366901337903649 -0.011140609035308889 -0.00027657500484323154 0.011066788520731261 0.0081500371815668212 0.0038489177110337821 -0.0086177432699813677 0.0001843073922222388 -0.0092009975752874312 0.010932635027630351 -0.0067991892551950983 -0.0011438247846672666 0.028499400682121607 0.031447200861669404 -0.00052941897139932635 -0.0069398514507670872 -0.0078175254989654094 -0.010733803552319308 0.0292385275334619 0.004938835376779754 -0.00054620774930398143 -0.011002132445174118 -0.01113098937145806 0.027827260061835286 0.0055123613753106414 0.013664391236113635
leaf_count=121 1180 29 81 39 23 35 20 30 20 29 44 4433 159 28 537 21 20 20 21 111 70 21 22 30 588 24 21 24 175 24
internal_value=0 0.0247897 0.182704 0.754446 0.0904083 0.16269 1.49866 -0.0177877 1.86464 0.119576 0.156619 -0.0280406 -0.312897 -0.384869 -0.456156 0.0419327 -0.411717 1.74644 1.42086 0.00420305 0.201834 0.24648 1.175 1.80113 0.178463 0.501915 0.616282 1.61359 0.408524 0.00697517
internal_count=8000 6820 1411 160 1251 1130 79 5409 59 1107 1072 5379 835 806 778 241 200 41 41 4544 1028 958 73 52 885 273 249 53 196 612
shrinkage=0.01


Tree=215
num_leaves=31
num_cat=3
split_feature=17 15 14 5 0 3 16 4 11 13 5 11 11 14 14 9 16 11 9 18 5 5 18 5 13 5 9 9 9 9
split_gain=3.31376 3.50386 5.02405 4.76214 3.35336 4.23735 4.3552 4.36392 5.10596 5.82289 6.05878 5.61358 5.3574 5.3158 6.16051 5.24049 4.53495 4.52848 3.75551 3.67456 4.71739 6.56231 3.99689 3.74067 3.58036 9.87238 7.2089 3.91805 3.5528 3.42726
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0 1 4.5000000000000009 2 -1491.4999999999998 1777500.0000000002 -16766.499999999996 -1361.4999999999998 -1686.4999999999998 46494.000000000007 23951.250000000004 -397.49999999999994 15.500000000000002 -4953.9999999999991 -187.49999999999997 1.0000000180025095e-35 -11272.499999999998 -10016.499999999998 0.026850000000000002 -14632.499999999998 156663.04500000001 -19381.999999999996 -1915.4999999999998 -647.49999999999989 -1650.4999999999998 -451.49999999999994
decision_type=10 10 2 2 1 9 8 1 2 10 2 2 2 2 2 10 10 2 10 10 2 2 10 2 10 2 8 10 10 10
left_child=4 -2 3 -3 -1 6 -6 8 9 10 24 -10 13 14 18 -16 19 -15 29 20 23 -22 -21 -13 -8 26 -26 -28 -25 -12
right_child=1 2 -4 -5 5 -7 7 -9 11 -11 12 16 -14 17 15 -17 -18 -19 -20 22 21 -23 -24 28 25 -27 27 -29 -30 -31
leaf_value=0.0010247213039523695 -0.010601872880119847 -0.010404470157029444 -0.0084347882186732136 0.011285854082088131 -0.0058480478618673894 -0.0029308040642292499 -0.0062858792146038324 -0.0011675072611543684 0.017550652747710272 0.016818853900230898 0.0034696800964523116 0.00766804200538418 -0.011424419057509174 0.020133874095417635 -0.0038297248174809242 0.0059468526026714968 -0.011171634908150867 0.0013672579712905903 -0.0060827438237953399 -0.011131023218679027 0.016601402649842632 -0.0014615810338881191 0.0051649682179649246 0.0059634827300738278 0.035819734933036022 -0.007133289672995498 -0.010445237843255404 0.015009291178069244 -0.0062620926209411842 0.012043829004343981
leaf_count=2620 122 39 105 50 224 896 367 2085 29 23 349 99 33 29 322 64 25 26 34 39 44 23 42 38 21 93 25 22 64 48
internal_value=0 -0.451983 -0.0914758 0.574404 0.00969927 -0.0533989 -0.00144384 0.0242246 0.135552 0.0302425 -0.000106878 0.447627 0.135166 0.184592 0.118141 -0.191912 0.338096 1.16397 0.377903 0.424253 0.576041 1.13709 -0.284676 0.277095 -0.39276 0.126671 1.41445 0.491346 -0.139198 0.4694
internal_count=8000 316 194 89 7684 5064 4168 3944 1859 1456 1433 403 905 872 817 386 374 55 431 349 268 67 81 201 528 161 68 47 102 397
cat_boundaries=0 1 2 3
cat_threshold=2 73 16
shrinkage=0.01


Tree=216
num_leaves=31
num_cat=1
split_feature=11 14 11 18 15 2 18 13 14 14 17 13 13 14 9 11 9 16 13 5 13 9 13 11 11 15 18 16 18 13
split_gain=3.27519 3.41527 4.50338 3.69335 3.48903 3.42889 8.39241 4.57951 3.3644 3.18171 7.38376 6.36426 4.11802 4.55585 4.08471 5.50131 7.92042 4.5021 4.01336 4.27111 3.61448 5.36126 5.17459 6.99478 7.18026 7.03849 5.07431 4.8042 5.68907 8.38159
threshold=-11707.999999999998 13286.250000000002 -7570.4999999999991 0.0046500000000000005 0.67005000000000015 0 1.0000000180025095e-35 180450.00000000003 12206.250000000002 43274.250000000007 0.92000000000000004 5625.0000000000009 77195.250000000015 68537.250000000015 -1155.4999999999998 -5923.9999999999991 -1535.4999999999998 3.5000000000000004 338467.50000000006 -19492.499999999996 1.0000000180025095e-35 -539.49999999999989 27513.000000000004 -8944.4999999999982 -4825.4999999999991 0.82685000000000008 1.0000000180025095e-35 9.5000000000000018 0.0093500000000000024 22502.250000000004
decision_type=2 2 2 10 10 1 8 10 2 2 8 8 8 2 8 2 8 10 8 2 8 8 8 2 2 8 8 8 8 10
left_child=8 2 3 -2 5 -4 -7 -8 -1 20 -11 -12 -13 14 15 -14 17 -17 -16 -20 21 -3 23 25 26 -22 -25 -26 29 -29
right_child=1 9 4 -5 -6 6 7 -9 -10 10 11 12 13 -15 18 16 -18 -19 19 -21 22 -23 -24 24 27 -27 -28 28 -30 -31
leaf_value=0.0058782847067723309 0.0052406431624197284 -0.0077401382520870358 -0.0045978150796461403 -0.010638135051213502 -0.0095904257001141885 0.021627722759872153 -0.0042336055319159866 0.011776282503730978 -0.0070300915418701638 -0.00491007815252843 0.016007157287531128 -0.0055816026823803109 -0.005333746761129997 -0.011067505770178249 -0.0052057628347788485 0.015919163509848268 0.031436487167501366 -0.0054213762749622755 0.017578974440332799 0.0014199078907033375 0.00040383036090284834 0.0042277659034115874 0.00046542659137080509 0.0099433873859552779 -0.0054558564708655265 0.02822398896664367 -0.0064425316661337112 0.005244237542080951 0.004472048702894576 0.029144147154610382
leaf_count=57 165 156 352 37 148 20 130 28 297 567 27 122 34 32 86 31 20 28 30 89 23 59 4972 30 46 30 133 36 195 20
internal_value=0 0.00881727 -0.217785 0.311811 -0.360432 -0.236321 0.158164 -0.139471 -0.47921 0.035045 -0.158109 0.145038 0.0308695 0.227752 0.356027 0.956033 1.4337 0.642578 0.0756411 0.482435 0.0670283 -0.384446 0.0851467 0.400676 0.284766 1.70379 -0.345621 0.552603 0.699178 1.55664
internal_count=8000 7646 880 202 678 530 178 158 354 6766 1066 499 472 350 318 113 79 59 205 119 5700 215 5485 513 460 53 163 297 251 56
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=217
num_leaves=31
num_cat=3
split_feature=17 15 14 13 0 3 16 4 11 5 11 11 14 14 14 14 9 5 13 5 13 16 19 9 18 5 5 18 5 9
split_gain=3.25086 3.48335 4.92565 4.65349 3.29036 4.17079 4.27915 4.27305 4.97078 5.70446 5.50707 5.41918 4.87947 5.36256 9.57845 5.60867 7.0653 4.70675 4.70179 10.425 5.48598 4.45125 4.42129 3.88475 3.5623 4.56158 6.32078 3.95115 3.64083 3.48647
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 63110.250000000007 0 1 4.5000000000000009 2 -1491.4999999999998 -16766.499999999996 -1686.4999999999998 -1361.4999999999998 46494.000000000007 32769.000000000007 31032.000000000004 23951.250000000004 -340.49999999999994 -15304.499999999998 156663.04500000001 -19381.999999999996 239040.00000000003 15.500000000000002 2.5000000000000004 -187.49999999999997 1.0000000180025095e-35 -11272.499999999998 -10016.499999999998 0.026850000000000002 -14632.499999999998 -1650.4999999999998
decision_type=10 10 2 10 1 9 8 1 2 2 2 2 2 2 2 2 10 2 10 2 10 10 2 10 10 2 2 10 2 10
left_child=4 -2 3 -3 -1 6 -6 8 9 18 12 -10 13 14 15 23 -17 -15 -8 20 -20 24 -14 -11 25 28 -27 -26 -13 -30
right_child=1 2 -4 -5 5 -7 7 -9 11 10 -12 21 22 17 -16 16 -18 -19 19 -21 -22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=0.0010138163587351989 -0.010595038236655896 0.017468136136089465 -0.0084077396755617602 -0.0017166812617312453 -0.0058149846759557597 -0.0029111729510600537 -0.0062572607952644504 -0.001157429295003071 0.01718231587743942 0.0046512676020414728 -0.011409874150116453 0.0075381377249186376 0.021298335385249331 0.0072020480184188038 0.018397581174204713 -0.0055419058460863457 0.011021104906711893 -0.0075322725926118333 0.027729005821276513 -0.005940996484041821 0.003855246086037697 -0.011158104821114796 0.0028630174926038763 -0.0061888321752458109 -0.011118063135838643 0.016258129936768145 -0.0014517530056607528 0.0051138267495386518 0.0058693264545941447 -0.0062341589752108904
leaf_count=2620 122 27 105 62 224 896 367 2085 29 401 33 99 26 37 36 183 28 109 31 101 40 25 29 35 39 44 23 42 38 64
internal_value=0 -0.448951 -0.0899935 0.565471 0.00953675 -0.0530127 -0.0014937 0.0238794 0.133959 0.0299448 0.160786 0.441372 0.209902 0.147037 0.264452 0.170637 -0.283396 -0.440223 -0.3454 0.213234 1.50039 0.333383 1.14507 0.372583 0.418146 0.566875 1.11655 -0.281489 0.272936 -0.13864
internal_count=8000 316 194 89 7684 5064 4168 3944 1859 1456 917 403 884 829 683 647 211 146 539 172 71 374 55 436 349 268 67 81 201 102
cat_boundaries=0 1 2 3
cat_threshold=2 73 16
shrinkage=0.01


Tree=218
num_leaves=31
num_cat=1
split_feature=11 14 11 18 15 13 13 19 2 11 11 14 11 14 17 13 13 14 9 11 9 16 11 11 5 13 16 13 9 13
split_gain=3.21521 3.35938 4.43854 3.63094 3.46281 3.38824 3.57607 7.59793 3.47092 4.41272 3.60663 3.31925 3.29997 3.12236 7.24672 6.16201 4.03684 4.48075 3.95177 5.32267 7.44985 4.35093 4.02124 4.85179 5.21514 4.13946 3.61209 3.54976 5.27897 5.04745
threshold=-11707.999999999998 13286.250000000002 -7570.4999999999991 0.0046500000000000005 0.67005000000000015 51309.000000000007 58322.250000000007 1.5000000000000002 0 -5671.4999999999991 -6042.4999999999991 12206.250000000002 -3797.4999999999995 43274.250000000007 0.92000000000000004 5625.0000000000009 77195.250000000015 68537.250000000015 -1155.4999999999998 -5923.9999999999991 -1535.4999999999998 3.5000000000000004 -4329.4999999999991 -5134.4999999999991 -17349.499999999996 338467.50000000006 14.500000000000002 1.0000000180025095e-35 -539.49999999999989 27513.000000000004
decision_type=2 2 2 10 10 8 10 2 1 2 2 2 2 2 8 8 8 2 8 2 8 10 2 2 2 8 8 8 8 8
left_child=11 2 3 -2 5 -4 7 -7 9 -8 -10 -1 -9 27 -15 -16 -17 18 19 -18 21 -21 23 24 -20 -24 -27 28 -3 -29
right_child=1 13 4 -5 -6 6 8 12 10 -11 -12 -13 -14 14 15 16 17 -19 22 20 -22 -23 25 -25 -26 26 -28 29 -30 -31
leaf_value=0.005803801360276673 0.0051761914257413937 -0.007710521127152742 -0.0072341549480815018 -0.010632889933613924 -0.00957457581980313 0.021003912717013119 0.0064794990095292018 -0.011012436640146178 -0.011046852710353895 -0.0088983122435144016 0.006252786775625449 -0.0070023296473303636 0.0042644384942076719 -0.0048789200550687414 0.015675663201200837 -0.0055501486219614342 -0.0053172911112158942 -0.011056509184893999 -0.010952920027685614 0.015552637717632125 0.030366230066993492 -0.0053919464482372779 -0.011135547650221865 0.018393979705589803 0.0110174252917423 -0.011063882176957312 0.0067144854149287008 0.0039549901008004394 0.0041653142336383767 0.00046078877121765799
leaf_count=57 165 156 143 37 148 26 34 29 20 158 72 297 48 567 27 122 34 32 36 31 20 28 50 24 28 20 47 513 59 4972
internal_value=0 0.00867084 -0.216288 0.308776 -0.358344 -0.234936 -0.0563307 0.478959 -0.29125 -0.609762 0.260116 -0.476079 -0.0612823 0.0346632 -0.156868 0.142843 0.0300193 0.224272 0.350614 0.937826 1.40259 0.632543 0.0742802 0.675279 0.0492463 -0.329751 0.203547 0.0663164 -0.381903 0.0842352
internal_count=8000 7646 880 202 678 530 387 103 284 192 92 354 77 6766 1066 499 472 350 318 113 79 59 205 88 64 117 67 5700 215 5485
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=219
num_leaves=31
num_cat=4
split_feature=17 15 14 5 0 3 16 4 11 14 9 9 17 15 13 13 16 13 14 14 13 14 7 9 1 9 18 5 15 11
split_gain=3.18922 3.46362 4.83385 4.61051 3.22018 4.10406 4.20742 4.17831 4.9061 6.98969 6.18874 10.4026 4.04112 7.45454 5.65215 12.3744 6.99171 5.90421 4.81697 6.99708 5.9663 6.95039 4.56265 3.86558 3.76746 4.7018 3.72945 4.20085 4.86952 4.46746
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0 1 4.5000000000000009 2 -6095.4999999999991 46980.000000000007 -1436.4999999999998 -1296.4999999999998 0.11260000000000002 0.75500000000000012 132162.75000000003 157725.00000000003 10.500000000000002 85726.62000000001 15162.750000000002 12678.750000000002 677250.00000000012 31158.000000000004 1.0000000180025095e-35 -281.49999999999994 3 -179.49999999999997 0.097450000000000023 -16141.999999999998 0.69615000000000016 -7732.4999999999991
decision_type=10 10 2 2 1 9 8 1 2 2 8 8 8 10 8 8 10 10 2 2 10 2 2 8 1 10 10 2 10 2
left_child=4 -2 3 -3 -1 6 -6 8 9 26 -10 -12 24 14 16 -16 17 22 19 -17 21 -20 -14 -23 -13 -26 27 -8 29 -29
right_child=1 2 -4 -5 5 -7 7 -9 10 -11 11 12 13 -15 15 18 -18 -19 20 -21 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0010018048346632062 -0.010588347562106302 -0.010402795890136592 -0.0083818333518886189 0.010950161309358867 -0.0057829058908600763 -0.0028906358037306167 -0.0070372053627526599 -0.001145819204267742 -0.002096837092465624 0.015317933040524883 0.018266314208578639 -0.0109749076079276 -0.0013390370683912538 0.022988073076012347 0.024772472708412967 0.0013046903798444693 0.014268625530018847 -0.011433585721799014 -0.0041939461777201195 0.025531232186517407 0.015927797507634178 0.016262393375770158 0.011988467896224453 0.0021934625874798692 -0.00077288515188245525 0.013244747664820294 0.014886745020249219 0.0074260752293866597 -0.0089286413796376349 -0.0031855999914392496
leaf_count=2620 122 39 105 50 224 896 309 2085 336 36 48 44 151 26 31 26 33 51 124 20 26 29 21 47 213 22 21 87 71 87
internal_value=0 -0.445906 -0.0884908 0.557131 0.00937817 -0.0525506 -0.00147648 0.0236192 0.132383 -0.166371 0.237953 0.358238 0.28004 0.42247 0.356337 0.64255 0.0160245 -0.170919 0.428569 1.3448 0.242321 0.0539948 0.088465 0.767135 -0.0498192 0.088811 -0.267712 -0.323111 -0.0260651 0.243127
internal_count=8000 316 194 89 7684 5064 4168 3944 1859 611 1248 912 864 585 559 303 256 223 272 46 226 200 172 76 279 235 575 554 245 174
cat_boundaries=0 1 2 3 4
cat_threshold=2 73 16 2
shrinkage=0.01


Tree=220
num_leaves=31
num_cat=1
split_feature=18 19 11 14 16 16 15 7 9 13 11 5 6 9 5 11 14 9 14 14 11 15 11 6 13 9 11 4 17 14
split_gain=3.16647 3.41936 5.5407 10.8608 5.36085 5.20046 4.64514 4.57428 4.05998 3.77009 3.73224 3.57503 5.47168 4.08651 4.18139 8.80758 8.48338 6.08357 3.96941 3.50118 3.38458 4.90433 3.38923 3.40722 4.0343 4.07057 7.85949 9.60405 3.60456 3.97419
threshold=0.015050000000000003 1.5000000000000002 -966.49999999999989 24720.750000000004 9.5000000000000018 11.500000000000002 0.64390000000000003 2.5000000000000004 -785.49999999999989 1.0000000180025095e-35 -1329.9999999999998 -20745.499999999996 0.0016500000000000002 -155.49999999999997 -22923.499999999996 -2261.9999999999995 29738.250000000004 -1005.4999999999999 41652.000000000007 62257.500000000007 -8727.4999999999982 0.82035000000000013 -1135.9999999999998 0.0020500000000000002 21530.250000000004 -1480.4999999999998 -2296.4999999999995 0 0.029200000000000004 45180.000000000007
decision_type=10 2 2 2 8 8 10 2 10 8 2 2 8 10 2 2 2 8 2 2 2 10 2 8 8 10 2 1 10 2
left_child=1 2 4 -4 -1 -6 8 11 -5 -7 -11 12 -3 14 15 16 -14 -17 -18 -13 21 -2 23 -22 -25 28 -27 -28 29 -26
right_child=20 7 3 6 5 9 -8 -9 -10 10 -12 19 13 -15 -16 17 18 -19 -20 -21 22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.0070570012105205925 -0.010540451284303113 0.015492931456838808 -0.002393744311512003 0.024172421923855589 0.015764887104038644 -0.011116190812114204 -0.00030915363921726202 0.010865741710457417 0.0087776143823391148 0.0019976851325950564 -0.0086085582630396583 0.00017141172023931093 -0.0091815547948272125 0.010751611327437264 -0.0067598582449913845 -0.0011224271995426346 0.027524160665570934 0.030487936556190958 -0.00045433870209822606 -0.0068865952500143145 -0.0083802960831693783 0.0089632739267027119 -0.0056373250369407581 -0.0084830862046380833 -0.0094178742339992676 0.0016439424709463019 0.028086429944006279 -0.00069610584897513892 0.0031355063333418981 0.0082142375462616758
leaf_count=121 194 29 81 35 23 35 20 30 24 1028 44 4433 159 28 537 21 20 20 21 111 76 30 219 64 118 257 34 33 133 22
internal_value=0 0.0240209 0.180324 0.736121 0.0898756 0.160962 1.45787 -0.0181625 1.80978 0.118741 0.155006 -0.0283013 -0.308483 -0.380435 -0.451676 0.0445074 -0.407282 1.71126 1.39728 0.00322931 -0.202905 -0.748819 -0.114034 0.0115865 0.0971021 0.197256 0.477871 1.61367 -0.179268 -0.623857
internal_count=8000 6820 1411 160 1251 1130 79 5409 59 1107 1072 5379 835 806 778 241 200 41 41 4544 1180 224 956 737 661 597 324 67 273 140
cat_boundaries=0 1
cat_threshold=16
shrinkage=0.01


Tree=221
num_leaves=31
num_cat=3
split_feature=17 15 14 6 0 3 16 4 11 13 5 11 11 14 14 9 16 11 9 13 5 9 9 16 9 13 14 14 11 9
split_gain=3.14018 3.44043 4.74181 4.47822 3.14677 4.03948 4.12629 4.0756 4.79342 5.51761 5.76289 5.1936 5.16468 4.94637 5.89526 4.98595 4.35271 4.23691 3.61565 3.46504 9.36474 6.6726 3.71838 3.44627 3.89293 3.7124 3.6018 9.87698 4.86869 5.8244
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 0.24135000000000004 0 1 4.5000000000000009 2 -1491.4999999999998 1777500.0000000002 -16766.499999999996 -1686.4999999999998 -1361.4999999999998 46494.000000000007 23951.250000000004 -397.49999999999994 15.500000000000002 -4953.9999999999991 -187.49999999999997 156663.04500000001 -19381.999999999996 -1915.4999999999998 -647.49999999999989 6.5000000000000009 -1364.4999999999998 68460.300000000017 17023.500000000004 13106.250000000002 -1037.4999999999998 -809.49999999999989
decision_type=10 10 2 8 1 9 8 1 2 10 2 2 2 2 2 10 10 2 10 10 2 8 10 10 8 10 2 2 2 8
left_child=4 -2 3 -3 -1 6 -6 8 9 10 19 13 -10 14 18 -16 23 -15 -12 -8 21 -21 -23 24 25 -14 27 -26 -28 -30
right_child=1 2 -4 -5 5 -7 7 -9 12 -11 11 -13 16 17 15 -17 -18 -19 -20 20 -22 22 -24 -25 26 -27 28 -29 29 -31
leaf_value=0.00098952057429373304 -0.010582729510722349 -0.0017709897515812184 -0.0083586815205498842 0.016938159364793887 -0.0057456088718933216 -0.0028698991181881294 -0.0062145151384949129 -0.0011325306437205212 0.016681575616993818 0.016204819477274021 0.004550216004740034 -0.011396233862790905 0.0041429476364094331 0.019189941587067761 -0.0037883546502019941 0.0057076851287392203 -0.011143061255854929 0.0012028182635145574 -0.0060491514520502878 0.033876179949160118 -0.0070862129841705711 -0.010443817882373838 0.01425110228439876 0.01411083632392449 -0.0032392504252386585 -0.010901923605048975 0.0126551320752266 0.023181264222111305 0.015119886084512089 -0.0024248339139722542
leaf_count=2620 122 65 105 24 224 896 367 2085 29 23 397 33 35 29 322 64 25 26 34 21 93 25 22 35 29 51 35 24 22 118
internal_value=0 -0.443502 -0.087968 0.547769 0.00924712 -0.0520226 -0.00138679 0.0233943 0.130709 0.028448 -0.00137592 0.12979 0.431818 0.177871 0.113332 -0.190763 0.325969 1.11267 0.366111 -0.38654 0.122481 1.35389 0.464065 0.409102 0.309028 -0.374635 0.491252 1.18253 0.280068 0.0186419
internal_count=8000 316 194 89 7684 5064 4168 3944 1859 1456 1433 905 403 872 817 386 374 55 431 528 161 68 47 349 314 86 228 53 175 140
cat_boundaries=0 1 2 3
cat_threshold=2 73 16
shrinkage=0.01


Tree=222
num_leaves=31
num_cat=2
split_feature=3 18 14 11 17 14 18 14 13 13 16 15 18 5 11 17 15 14 18 5 6 5 2 13 15 11 15 11 11 5
split_gain=3.12759 8.20714 4.78884 3.61303 3.66413 6.77981 4.68056 4.35206 4.29319 11.513 9.4827 4.15011 3.89885 4.37308 3.97517 4.18912 4.98225 4.89107 5.08751 4.77939 8.85685 8.52658 7.56733 8.4552 6.85298 9.15016 6.45379 4.36555 8.12428 4.06797
threshold=0 0.0028500000000000005 14337.000000000002 -11707.999999999998 1.0000000000000001e+300 43274.250000000007 0.015050000000000003 15457.500000000002 27513.000000000004 21125.565000000006 13.500000000000002 0.78115000000000012 0.011450000000000002 -13180.499999999998 -4627.9999999999991 0.029200000000000004 0.85300000000000009 17367.750000000004 0.0084500000000000009 -18240.499999999996 0.0030500000000000002 -20467.499999999996 1 239040.00000000003 0.7027000000000001 -6534.4999999999991 0.73540000000000016 -6486.4999999999991 -5515.4999999999991 -12120.499999999998
decision_type=9 10 2 2 8 2 8 2 8 8 8 8 8 2 2 10 8 2 8 2 8 2 1 10 10 2 8 2 2 2
left_child=1 2 -1 -2 5 6 8 -8 9 -5 -11 -12 14 -14 15 17 27 29 19 20 -19 -22 -21 24 25 -24 -23 -17 -29 -10
right_child=3 -3 -4 4 -6 -7 7 -9 12 10 11 -13 13 -15 -16 16 -18 18 -20 22 21 26 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.021625525417219012 -0.0052753901290678532 0.027393335330050918 2.0211914069780594e-05 -0.00086664207067470105 0.00064292807572164008 -0.0050991262736962296 -0.0081132041043815318 -0.0012965446614053855 -0.0075690236519104495 -0.0056938407111438707 0.010432581595982449 0.028083181973145663 -0.00028929399910058431 0.017544954396799258 -0.0022584030455674352 -0.0029493505563357387 -0.010776271869077076 0.029859804128347038 0.021688078235076503 -0.0059823024651779978 -0.010573245416968651 -0.0017150859725848769 -0.0044101327121438055 0.022448609746148641 -0.0083284673688994292 0.019868975633265552 0.030505526090874101 0.027479530879136804 -0.0047414117979325404 0.0073808241372573715
leaf_count=20 344 25 90 160 4056 564 194 910 103 21 23 33 49 22 720 139 90 21 21 92 45 20 33 35 53 29 23 20 23 22
internal_value=0 0.393766 0.357443 -0.0157698 -0.00384087 -0.0989511 -0.0290459 -0.238785 0.0815998 0.517511 1.50525 2.12951 0.00700805 0.827515 -0.0351387 0.159247 -0.272396 0.342001 0.542021 0.432617 1.1746 0.428809 0.192122 0.665468 0.242299 0.881132 1.66424 0.119306 1.11102 -0.313422
internal_count=8000 135 110 7865 7521 3465 2901 1104 1797 237 77 56 1560 71 1489 769 272 497 372 351 109 88 242 150 115 62 43 182 43 125
cat_boundaries=0 1 2
cat_threshold=17 1
shrinkage=0.01


Tree=223
num_leaves=31
num_cat=3
split_feature=17 15 14 5 0 3 16 4 11 14 9 9 15 15 18 13 13 14 13 14 14 14 5 15 5 13 18 5 15 11
split_gain=3.06959 3.4188 4.64982 4.43381 3.07859 3.9881 4.06244 3.97479 4.72821 6.71537 5.95879 9.94209 3.94785 6.75959 5.11465 5.35345 12.7095 4.8043 7.00632 6.70943 4.34262 5.88597 4.7265 3.91156 3.72375 4.90777 3.6425 4.12095 4.77469 4.34817
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0 1 4.5000000000000009 2 -6095.4999999999991 46980.000000000007 -1436.4999999999998 -1296.4999999999998 0.75500000000000012 0.79420000000000013 0.067950000000000024 132162.75000000003 160245.00000000003 17534.250000000004 61780.500000000007 12874.500000000002 31032.000000000004 40079.250000000007 -11319.499999999998 0.63735000000000008 -12301.999999999998 39555.000000000007 0.097450000000000023 -16141.999999999998 0.69615000000000016 -7732.4999999999991
decision_type=10 10 2 2 1 9 8 1 2 2 8 8 8 8 8 10 10 2 8 2 2 2 2 10 2 8 10 2 10 2
left_child=4 -2 3 -3 -1 6 -6 8 9 26 -10 -12 23 -14 -15 17 -17 18 -16 -20 22 -22 -18 -13 -19 -26 27 -8 29 -29
right_child=1 2 -4 -5 5 -7 7 -9 10 -11 11 12 13 14 15 16 20 24 19 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00097733962632775792 -0.01057490501368126 -0.010399477573366926 -0.0083292570436325833 0.010589836747813646 -0.0057155993283863685 -0.0028531496797896535 -0.0069985973963313042 -0.0011186395680112796 -0.0020764124090928006 0.014846883023634256 0.017737955742851811 0.0070546314146287415 0.016326105007446041 -0.002936393558775128 -0.0033439931337543674 0.025717146313007585 -0.0047781495930943581 -0.0038799011877747574 0.00051067699117640967 0.020820961915594058 0.019600854903669744 -0.00018644671664666695 0.010376684319624685 -0.0072794661001408844 0.010569632388791312 -0.00084391376286663418 0.014612925094561319 0.0072799885029628001 -0.0089035073828369199 -0.0031756131093945809
leaf_count=2620 122 39 105 50 224 896 309 2085 336 36 48 23 41 141 41 32 71 163 27 38 32 27 23 84 36 85 21 87 71 87
internal_value=0 -0.439956 -0.0859969 0.54015 0.00906243 -0.051588 -0.00129936 0.0232366 0.129122 -0.164685 0.232433 0.349923 0.273161 0.348569 0.279993 0.402345 0.842924 0.200042 0.77181 1.35667 0.45396 1.10738 0.0232185 -0.333413 -0.00408987 0.315688 -0.265155 -0.320389 -0.0269895 0.23795
internal_count=8000 316 194 89 7684 5064 4168 3944 1859 611 1248 912 864 757 716 575 185 390 106 65 153 59 94 107 284 121 575 554 245 174
cat_boundaries=0 1 2 3
cat_threshold=2 73 16
shrinkage=0.01


Tree=224
num_leaves=31
num_cat=2
split_feature=3 18 14 11 17 14 18 14 13 13 16 15 14 14 18 5 11 17 15 14 18 5 6 5 2 13 15 11 15 11
split_gain=3.06272 7.82919 4.59472 3.54435 3.55096 6.67849 4.61142 4.31081 4.18168 11.1268 9.09674 3.89044 3.80822 4.83976 3.8068 4.21267 3.91767 4.10175 4.9345 4.77923 4.86816 4.63009 8.39722 8.30894 7.40563 8.10213 6.69739 8.81805 6.09374 4.23153
threshold=0 0.0028500000000000005 14337.000000000002 -11707.999999999998 1.0000000000000001e+300 43274.250000000007 0.015050000000000003 15457.500000000002 27513.000000000004 21125.565000000006 13.500000000000002 0.78115000000000012 19419.750000000004 13533.750000000002 0.011450000000000002 -13180.499999999998 -4627.9999999999991 0.029200000000000004 0.85300000000000009 17367.750000000004 0.0084500000000000009 -18240.499999999996 0.0030500000000000002 -20467.499999999996 1 239040.00000000003 0.7027000000000001 -6534.4999999999991 0.73540000000000016 -6486.4999999999991
decision_type=9 10 2 2 8 2 8 2 8 8 8 8 2 2 8 2 2 10 8 2 8 2 8 2 1 10 10 2 8 2
left_child=1 2 -1 -2 5 6 8 -8 9 12 -11 -12 13 -5 16 -16 17 19 29 -10 21 22 -21 -24 25 26 27 -23 -25 -19
right_child=3 -3 -4 4 -6 -7 7 -9 14 10 11 -13 -14 -15 15 -17 -18 18 -20 20 -22 24 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.021036742315781516 -0.0052412007173169321 0.026617202078890907 2.6658426224267318e-05 -0.0059667079071634068 0.00063118696996103125 -0.0050664809527915678 -0.0080891037383400803 -0.0012839454482409499 -0.0031042301717331112 -0.0056596344696393129 0.010272191390522744 0.027265841745698634 -0.0055393491460766888 0.014279983109172119 -0.00027152385855367642 0.017193170205598907 -0.0022371841443960608 -0.00291510456878894 -0.01076711161488738 0.028969291837881776 0.0211468627038593 -0.0043759721627842502 -0.010567147391533065 -0.0016751777733743419 -0.0059433348548715475 0.021883361406870631 -0.0082962560713260233 0.019416466732892022 0.029514373285967371 0.010892564093738613
leaf_count=20 344 25 90 32 4056 564 194 910 125 21 23 33 99 29 49 22 720 139 90 21 21 33 45 20 92 35 53 29 23 43
internal_value=0 0.389074 0.353585 -0.0156692 -0.00388711 -0.09764 -0.0283358 -0.236819 0.0814522 0.510933 1.47517 2.07793 -0.0855139 0.594629 0.00767435 0.816681 -0.0341062 0.158822 -0.269427 0.339257 0.536227 0.428611 1.15567 0.425342 0.19125 0.657325 0.240455 0.867722 1.63049 0.119023
internal_count=8000 135 110 7865 7521 3465 2901 1104 1797 237 77 56 160 61 1560 71 1489 769 272 497 372 351 109 88 242 150 115 62 43 182
cat_boundaries=0 1 2
cat_threshold=17 2
shrinkage=0.01


Tree=225
num_leaves=31
num_cat=3
split_feature=17 15 14 5 0 3 16 4 11 13 5 11 11 14 14 14 14 5 9 16 19 9 13 5 13 16 15 15 15 18
split_gain=3.00104 3.39552 4.55808 4.31495 3.01435 3.93457 3.99896 3.87811 4.66694 5.35218 5.59345 5.10468 4.97188 4.82109 5.80976 7.0609 5.89939 5.63088 4.93815 4.27436 4.10855 3.51514 3.40379 9.10841 6.30983 3.39025 3.36298 4.42606 3.61201 3.33186
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0 1 4.5000000000000009 2 -1491.4999999999998 1777500.0000000002 -16766.499999999996 -1686.4999999999998 -1361.4999999999998 46494.000000000007 32769.000000000007 31032.000000000004 23951.250000000004 -15304.499999999998 -340.49999999999994 15.500000000000002 2.5000000000000004 -187.49999999999997 156663.04500000001 -19381.999999999996 239040.00000000003 28.500000000000004 0.54915000000000014 0.61775000000000013 0.64390000000000003 1.0000000180025095e-35
decision_type=10 10 2 2 1 9 8 1 2 10 2 2 2 2 2 2 2 2 10 10 2 10 10 2 10 10 8 8 8 10
left_child=4 -2 3 -3 26 6 -6 8 9 10 22 13 -10 14 15 16 21 -16 -18 29 -15 -12 -8 24 -24 -9 -1 -28 -29 -14
right_child=1 2 -4 -5 5 -7 7 25 12 -11 11 -13 19 20 17 -17 18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.011298744548959735 -0.0105670647715672 -0.01039460483040308 -0.0082999012006317804 0.010382287300028365 -0.005685620000111709 -0.0028359354228284922 -0.0061795400660765287 -0.0013012633031058887 0.016295589787393067 0.015857156759463472 0.0044499307473781485 -0.0113848265657679 0.0054403016461488972 0.020231804197528309 0.0079061743191088281 0.015934978603684317 -0.0054549309806568892 -0.0084831586277681909 0.0086644641598947608 -0.011135113929992831 0.0026555839897824079 -0.0060203385458620076 0.0261474354619817 -0.0070624937455556862 0.00012906331830375231 0.013098917905164797 0.013727222525793963 -0.01112910546175654 0.0010631844577329709 -0.0027743130943950513
leaf_count=27 122 39 105 50 224 896 367 2062 29 23 397 33 268 26 35 35 181 108 27 25 29 34 31 93 37 23 26 31 2536 81
internal_value=0 -0.436461 -0.0842324 0.532335 0.00888233 -0.0511796 -0.0012505 0.0230405 0.127546 0.0265659 -0.00295959 0.12582 0.424077 0.173176 0.109335 0.231872 0.150985 -0.507672 -0.320143 0.319906 1.09208 0.357906 -0.383616 0.119959 1.3235 -0.110551 0.0965714 0.108357 0.0931663 0.40173
internal_count=8000 316 194 89 7684 5064 4168 3944 1859 1456 1433 905 403 872 817 674 639 143 208 374 55 431 528 161 68 2085 2620 2593 2567 349
cat_boundaries=0 1 2 3
cat_threshold=2 73 16
shrinkage=0.01


Tree=226
num_leaves=31
num_cat=1
split_feature=3 18 14 11 17 14 18 14 13 13 16 18 14 14 18 5 11 17 15 14 13 15 14 5 13 11 11 5 13 9
split_gain=3.00376 7.47025 4.40284 3.47787 3.45951 6.5798 4.51855 4.2696 4.07823 10.7537 8.72827 3.76537 3.73688 4.69639 3.71899 4.07282 3.85168 4.00271 4.88676 4.66878 4.7161 8.02353 8.40074 4.48431 4.85564 4.11745 7.72353 3.99497 3.8491 3.80273
threshold=0 0.0028500000000000005 14337.000000000002 -11707.999999999998 1.0000000000000001e+300 43274.250000000007 0.015050000000000003 15457.500000000002 27513.000000000004 21125.565000000006 13.500000000000002 0.045450000000000011 19419.750000000004 13533.750000000002 0.011450000000000002 -13180.499999999998 -4627.9999999999991 0.029200000000000004 0.85300000000000009 17367.750000000004 104865.39000000001 0.68310000000000015 25974.000000000004 -13674.499999999998 179898.75000000003 -6486.4999999999991 -5515.4999999999991 -12120.499999999998 274905.00000000006 -588.49999999999989
decision_type=9 10 2 2 8 2 8 2 8 8 8 10 2 2 8 2 2 10 8 2 10 10 2 2 10 2 2 2 10 8
left_child=1 2 -1 -2 5 6 8 -8 9 12 -11 -6 13 -5 16 29 17 19 25 27 -21 22 -22 24 -23 -19 -27 -10 -24 -16
right_child=3 -3 -4 4 11 -7 7 -9 14 10 -12 -13 -14 -15 15 -17 -18 18 -20 20 21 23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=0.020462122070513233 -0.0052076167018213475 0.02588302120916498 4.1507724638860202e-05 -0.0059312321927007033 0.00053874774712316033 -0.0050363351681323174 -0.0080632230926340875 -0.0012686518014409561 -0.0075240857905322549 -0.005625224446785885 0.020280290658365882 0.014430287272915931 -0.0055077378768996011 0.014015418845730833 -0.010700660091411924 0.01686775163328804 -0.0022195059508399316 -0.0028878015517222709 -0.010758620161199739 0.0018126419233501052 0.0038765179330385729 -0.010689075018935224 0.036297701422209235 -0.01116114416868498 0.014676710432336426 0.026356769792864561 -0.004792454535249133 0.0072952491412838771 0.01631378300351238 0.012490499713002272
leaf_count=20 344 25 90 32 4026 564 194 910 103 21 56 30 99 29 29 22 720 139 90 209 34 20 20 23 44 20 23 22 22 20
internal_value=0 0.384778 0.350573 -0.0155757 -0.00393681 -0.0965835 -0.0278726 -0.234594 0.0807235 0.504242 1.44571 0.0621416 -0.0846954 0.5873 0.00775051 0.805569 -0.0336613 0.157502 -0.266633 0.335233 0.529156 1.00063 1.75657 0.131209 0.764396 0.118489 1.07009 -0.308169 2.69632 -0.0265355
internal_count=8000 135 110 7865 7521 3465 2901 1104 1797 237 77 4056 160 61 1560 71 1489 769 272 497 372 163 76 87 64 182 43 125 42 49
cat_boundaries=0 1
cat_threshold=17
shrinkage=0.01


Tree=227
num_leaves=31
num_cat=2
split_feature=11 18 6 14 11 18 15 2 18 13 7 17 3 14 5 15 15 18 9 16 13 14 14 9 11 16 13 11 13 11
split_gain=2.93628 3.37299 8.16966 3.26688 4.42341 3.49167 3.4214 3.32866 8.11629 4.42033 2.94623 4.21342 4.18524 4.08822 8.59433 6.66073 4.19065 4.4887 4.81836 3.72223 6.09276 3.67301 6.32937 4.81405 5.55282 4.22933 4.34571 6.36607 5.85497 5.57395
threshold=-11707.999999999998 0.010350000000000002 0.32790000000000002 13286.250000000002 -7570.4999999999991 0.0046500000000000005 0.67005000000000015 0 1.0000000180025095e-35 180450.00000000003 1.0000000180025095e-35 0.042800000000000012 1 19136.250000000004 -12542.499999999998 0.82035000000000013 0.80075000000000018 0.072350000000000012 -2507.4999999999995 13.500000000000002 77195.250000000015 31664.250000000004 30451.500000000004 -1480.4999999999998 -1721.4999999999998 2.5000000000000004 336332.25000000006 -3649.9999999999995 81130.72500000002 -4658.9999999999991
decision_type=2 8 8 2 2 10 10 1 8 10 2 10 9 2 2 10 8 10 10 10 10 2 2 10 2 10 10 2 10 2
left_child=1 2 -1 4 5 -2 7 -6 -9 -10 11 12 19 14 15 -13 -15 -18 -19 -5 -21 22 25 24 -23 26 28 -28 29 -12
right_child=3 -3 -4 10 6 -7 -8 8 9 -11 21 13 -14 16 -16 -17 17 18 -20 20 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0072277171609925863 0.0051194361647865384 -0.0082148280094988223 0.020522474570074362 -0.0041346944688738056 -0.0045571816396619879 -0.010614149586988239 -0.0095638745290254137 0.021072936818829081 -0.0042234904137009935 0.011420540019169414 0.013113802732704849 -0.010644213592907943 0.00078569968008628476 0.00049683386155790902 0.015631113852433428 0.010286536624303826 -0.0074365232819939564 0.018474283838297263 -0.0026672760060182051 0.013740242540047886 -0.0068665379037063093 -0.0011457813643877268 0.019092300169794775 -0.0058913433262837494 0.015537243148840927 -0.0022849348546818914 0.026803083743863559 0.0032518743072368385 -0.0036202701997094197 0.0023532784081080958
leaf_count=85 165 233 36 576 352 37 148 20 130 28 78 89 4295 278 36 41 497 28 96 44 45 79 27 132 25 131 20 24 103 122
internal_value=0 -0.460835 0.223021 0.00800905 -0.21425 0.310561 -0.356383 -0.234181 0.153397 -0.141211 0.0336158 0.00379733 0.0422747 -0.241998 0.328965 -0.341818 -0.360739 -0.56528 0.190057 -0.2311 0.452267 0.22558 0.373882 -0.132314 0.387461 0.289626 0.465616 1.36451 0.325981 0.609959
internal_count=8000 354 121 7646 880 202 678 530 178 158 6766 6025 4960 1065 166 130 899 621 124 665 89 741 505 236 104 478 347 44 303 200
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=228
num_leaves=31
num_cat=3
split_feature=3 18 14 11 18 7 14 9 5 5 13 17 19 9 9 14 2 14 13 13 6 5 15 11 4 14 9 15 13 11
split_gain=2.93636 7.11437 4.24713 3.4453 3.43693 3.56017 4.4014 4.20584 7.11534 12.7821 6.44026 3.99598 6.00514 4.65803 3.86364 3.77999 3.73993 5.42084 8.39441 7.3077 8.34299 6.45683 6.38816 9.34052 5.66529 5.1482 7.63907 5.36458 4.9313 9.13457
threshold=0 0.0028500000000000005 14337.000000000002 -4437.4999999999991 0.046250000000000006 1.0000000180025095e-35 8689.5000000000018 -490.49999999999994 -20745.499999999996 -20605.499999999996 22502.250000000004 0.029200000000000004 3.5000000000000004 -2890.4999999999995 -426.49999999999994 9983.2500000000018 1 30084.750000000004 87168.150000000009 99942.750000000015 0.0063500000000000006 -10462.499999999998 0.7027000000000001 -5671.4999999999991 2 33921.000000000007 -1130.4999999999998 0.61125000000000018 29985.750000000004 -5068.4999999999991
decision_type=9 10 2 2 10 2 2 8 2 2 8 10 2 10 10 2 1 2 10 10 8 2 8 2 1 2 10 10 10 2
left_child=1 2 -1 -4 5 7 -7 8 -2 -10 14 12 13 -11 -9 -8 17 18 21 28 -21 22 23 -15 -24 26 -22 -27 29 -19
right_child=4 -3 3 -5 -6 6 15 10 9 11 -12 -13 -14 16 -16 -17 -18 19 -20 20 25 -23 24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.019971843769464006 -0.0052173708137782842 0.025130778559511541 -0.0075626286458870479 0.0073213803788097611 -0.0031861636601685141 0.016107658862018166 -0.011320116018571909 0.021134198754393613 0.028373034539812117 0.013109964316334105 0.00037854067635274927 -0.0040617724559339685 -0.0043478500783672948 0.030733536758821813 0.0054692164315600436 0.0020647136841496455 -0.0016608501137096469 -0.010777299898465964 -0.0042671327431700705 0.028421326548716916 0.0036464302857599738 0.011149805418951678 0.0082707056858715711 -0.0017731402296420659 -0.0028558473785852702 0.005753934171238758 0.023991377508953568 -0.0080072907014603588 -0.0044759311918112742 0.011123467934846341
leaf_count=20 820 25 49 41 618 31 26 20 29 40 2016 533 389 20 100 745 847 44 476 21 56 61 75 21 331 187 39 60 193 67
internal_value=0 0.379888 0.346491 0.004103 -0.0154052 0.00395091 0.208334 -0.0281288 -0.104618 -0.0445427 0.0890306 -0.0624127 -0.0152889 0.0506991 0.767875 0.16573 0.0309818 0.133809 -0.0400709 0.390866 0.741005 0.260038 0.0746122 1.34279 -0.0758863 0.593248 1.29093 0.299354 -0.0356332 0.506946
internal_count=8000 135 110 90 7865 7247 802 6445 4309 3489 2136 3460 2927 2538 120 771 2498 1651 984 667 363 508 447 41 406 342 95 247 304 111
cat_boundaries=0 1 2 3
cat_threshold=17 2 1
shrinkage=0.01


Tree=229
num_leaves=31
num_cat=3
split_feature=17 15 14 6 0 3 16 4 11 14 9 9 15 15 18 13 13 14 13 14 14 14 5 15 5 13 18 5 15 11
split_gain=2.89345 3.37965 4.46122 4.21084 2.93736 3.83655 3.92571 3.76607 4.5839 6.48564 5.76129 9.4976 3.83257 6.53879 4.9094 5.1148 12.1009 4.68183 6.73215 6.36156 4.17901 5.58 4.5785 3.81996 3.63793 4.75482 3.58084 4.03132 4.64336 4.20549
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 0.24135000000000004 0 1 4.5000000000000009 2 -6095.4999999999991 46980.000000000007 -1436.4999999999998 -1296.4999999999998 0.75500000000000012 0.79420000000000013 0.067950000000000024 132162.75000000003 160245.00000000003 17534.250000000004 61780.500000000007 12874.500000000002 31032.000000000004 40079.250000000007 -11319.499999999998 0.63735000000000008 -12301.999999999998 39555.000000000007 0.097450000000000023 -16141.999999999998 0.69615000000000016 -7732.4999999999991
decision_type=10 10 2 8 1 9 8 1 2 2 8 8 8 8 8 10 10 2 8 2 2 2 2 10 2 8 10 2 10 2
left_child=4 -2 3 -3 -1 6 -6 8 9 26 -10 -12 23 -14 -15 17 -17 18 -16 -20 22 -22 -18 -13 -19 -26 27 -8 29 -29
right_child=1 2 -4 -5 5 -7 7 -9 10 -11 11 12 13 14 15 16 20 24 19 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00095176722411650753 -0.010557449264165757 -0.0018006673902374406 -0.0082572078059449956 0.016226639273180576 -0.0056522109442355382 -0.0028066102981320999 -0.0069667876961591471 -0.0010923812907126776 -0.002064593656147428 0.014438670679186477 0.017232309610587852 0.0068880704873906231 0.01596475930365851 -0.0029050995308309633 -0.0033206633569707912 0.024871510856732584 -0.0047795820263933208 -0.0038746343521211014 0.00049558462950095839 0.02020660242050655 0.018945788782924581 -0.00022679344364521397 0.010083031457881893 -0.0072606600186885372 0.010341440076723869 -0.00086619513897790833 0.014411176739244349 0.0070782026850205928 -0.0088756384629436018 -0.0031816790901510929
leaf_count=2620 122 65 105 24 224 896 309 2085 336 36 48 23 41 141 41 32 71 163 27 38 32 27 23 84 36 85 21 87 71 87
internal_value=0 -0.430726 -0.0793903 0.52732 0.00865812 -0.0506886 -0.00142141 0.0225787 0.125458 -0.164204 0.226918 0.342003 0.266668 0.34057 0.272998 0.392153 0.820284 0.194209 0.756447 1.32388 0.43984 1.07591 0.0169519 -0.332498 -0.00755067 0.307718 -0.263886 -0.319011 -0.0297801 0.229226
internal_count=8000 316 194 89 7684 5064 4168 3944 1859 611 1248 912 864 757 716 575 185 390 106 65 153 59 94 107 284 121 575 554 245 174
cat_boundaries=0 1 2 3
cat_threshold=2 73 16
shrinkage=0.01


Tree=230
num_leaves=31
num_cat=3
split_feature=3 18 14 11 18 7 14 9 5 5 13 17 19 9 14 14 15 2 14 13 13 6 5 15 11 4 14 9 15 5
split_gain=2.87608 6.80137 4.08194 3.3761 3.37199 3.47476 4.2412 4.10234 6.99985 12.2537 6.26914 3.91227 5.90835 4.52332 3.81302 3.72257 3.66939 3.66349 5.28142 8.23999 7.08196 7.91174 6.22398 6.19636 8.88991 5.53505 4.94376 7.19375 5.24816 4.93068
threshold=0 0.0028500000000000005 14337.000000000002 -4437.4999999999991 0.046250000000000006 1.0000000180025095e-35 8689.5000000000018 -490.49999999999994 -20745.499999999996 -20605.499999999996 22502.250000000004 0.029200000000000004 3.5000000000000004 -2890.4999999999995 14388.750000000002 9983.2500000000018 0.85955000000000015 1 30084.750000000004 87168.150000000009 99942.750000000015 0.0063500000000000006 -10462.499999999998 0.7027000000000001 -5671.4999999999991 2 33921.000000000007 -1130.4999999999998 0.61125000000000018 -10508.499999999998
decision_type=9 10 2 2 10 2 2 8 2 2 8 10 2 10 2 2 10 1 2 10 10 8 2 8 2 1 2 10 10 2
left_child=1 2 -1 -4 5 7 -7 8 -2 -10 14 12 13 -11 -9 -8 -12 18 19 22 -20 -22 23 24 -15 -25 27 -23 -28 -19
right_child=4 -3 3 -5 -6 6 15 10 9 11 16 -13 -14 17 -16 -17 -18 29 20 -21 21 26 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.019459989560151898 -0.0051851348407595619 0.024464541154697192 -0.0075318047527399967 0.0072116944746285685 -0.0031612882661251258 0.015734869591114763 -0.011305297818604967 -0.0058740002413391924 0.027447586058240089 0.012858950696397413 0.00056145060790126385 -0.0040278795085591668 -0.0043213668951446243 0.029773728233472779 0.0097300163822896819 0.0020376050231301866 -0.010824516687647136 -0.00046742671239134416 -0.0003528798261068354 -0.0042385941838048273 0.027505277079303329 0.0036073297055705025 0.010923797896355286 0.0081447525718442715 -0.0017703747996949033 -0.0028294923038989944 0.0056629822288076417 0.023230249120902064 -0.0079807406845428999 -0.0082649975304178551
leaf_count=20 820 25 49 41 618 31 26 22 29 40 1968 533 389 20 98 745 48 749 304 476 21 56 61 75 21 331 187 39 60 98
internal_value=0 0.375451 0.342883 0.00469648 -0.0153075 0.00384148 0.205598 -0.0278857 -0.103527 -0.0440415 0.0877349 -0.0617583 -0.015208 0.0501439 0.755664 0.163565 0.0371396 0.0306177 0.132288 -0.0396121 0.385462 0.728439 0.25708 0.0743904 1.31692 -0.07462 0.583721 1.26294 0.295241 -0.164638
internal_count=8000 135 110 90 7865 7247 802 6445 4309 3489 2136 3460 2927 2538 120 771 2016 2498 1651 984 667 363 508 447 41 406 342 95 247 847
cat_boundaries=0 1 2 3
cat_threshold=17 2 1
shrinkage=0.01


Tree=231
num_leaves=31
num_cat=2
split_feature=11 18 6 14 11 18 15 13 13 19 2 11 11 11 5 5 11 3 9 5 6 5 7 16 5 8 9 17 5 5
split_gain=2.86132 3.33403 7.83815 3.18341 4.35563 3.42167 3.38717 3.28768 3.43332 7.2888 3.30471 4.40646 3.4824 3.19157 2.96669 8.89708 5.85534 2.82818 3.58888 6.88806 4.56824 3.07932 4.50915 4.25192 5.11026 4.63348 4.17987 6.35959 5.4675 5.21603
threshold=-11707.999999999998 0.010350000000000002 0.32790000000000002 13286.250000000002 -7570.4999999999991 0.0046500000000000005 0.67005000000000015 51309.000000000007 58322.250000000007 1.5000000000000002 0 -5671.4999999999991 -6042.4999999999991 -3797.4999999999995 -20895.499999999996 -22758.499999999996 -8413.4999999999982 1 -2507.4999999999995 -12892.499999999998 0.0038500000000000006 -22066.499999999996 2.5000000000000004 25.500000000000004 -19449.499999999996 1.0000000180025095e-35 -490.49999999999994 0.029200000000000004 -21298.999999999996 -21758.999999999996
decision_type=2 8 8 2 2 10 10 8 10 2 1 2 2 2 2 2 2 9 8 2 10 2 2 8 2 10 8 10 2 2
left_child=1 2 -1 4 5 14 7 -6 9 -9 12 -12 -10 -11 15 -2 -16 18 19 20 -5 -19 23 24 -23 -26 27 -25 -29 -28
right_child=3 -3 -4 17 6 -7 -8 8 10 13 11 -13 -14 -15 16 -17 -18 21 -20 -21 -22 22 -24 26 25 -27 29 28 -30 -31
leaf_value=-0.0071919203747694881 -0.0027190884783372814 -0.0081852509484705242 0.019845927967537813 -0.0075667113231920541 -0.0071732365314637545 -0.010605113455700983 -0.0095416906031451053 0.020343221081985278 -0.011037564869827914 -0.010996351295517459 0.0065527105485023466 -0.00886210366160828 0.0059891238463825151 0.0040680050146017907 -0.0030578555386056683 0.036471170295679034 0.014740887815101904 -0.0029376905874716375 -0.0029079704277311601 0.021426435114461025 0.0158257191496287 -0.0071947024679016799 0.012088261026515522 0.0011310990500168303 -0.00038760180116231732 0.018014964739812529 0.020952200770102309 0.017904246789820923 -0.0053751202374361972 0.0025006365339931649
leaf_count=85 28 233 36 67 143 37 148 26 20 29 34 158 72 48 84 20 33 478 777 21 20 213 28 1802 1662 20 21 25 409 1223
internal_value=0 -0.45655 0.221705 0.00787494 -0.211885 0.308466 -0.353463 -0.232143 -0.0569028 0.464839 -0.288548 -0.60329 0.245164 -0.0668513 0.506117 1.50658 0.237769 0.0331263 -0.166374 0.515626 -0.162549 0.0587725 0.0789389 0.0698142 -0.0768698 -0.0182978 0.136627 0.0332373 -0.437495 0.272255
internal_count=8000 354 121 7646 880 202 678 530 387 103 284 192 92 77 165 48 117 6766 885 108 87 5881 5403 5375 1895 1682 3480 2236 434 1244
cat_boundaries=0 1 2
cat_threshold=1 2
shrinkage=0.01


Tree=232
num_leaves=31
num_cat=1
split_feature=11 14 14 11 15 18 2 18 13 11 5 5 11 14 17 13 13 14 9 11 9 16 11 11 5 13 16 13 9 13
split_gain=2.81654 3.32339 3.12588 4.27816 3.36344 3.3615 3.2625 7.8217 4.28055 3.01951 2.84876 8.35301 5.67863 2.81802 6.59517 5.88555 3.8899 4.34494 3.7635 5.15616 6.84609 4.20579 3.89059 4.64115 5.03405 4.0556 3.5082 3.44541 5.08053 4.6205
threshold=-11707.999999999998 12206.250000000002 13286.250000000002 -7570.4999999999991 0.67005000000000015 0.0046500000000000005 0 1.0000000180025095e-35 180450.00000000003 -13239.499999999998 -20895.499999999996 -22758.499999999996 -8413.4999999999982 43274.250000000007 0.92000000000000004 5625.0000000000009 77195.250000000015 68537.250000000015 -1155.4999999999998 -5923.9999999999991 -1535.4999999999998 3.5000000000000004 -4329.4999999999991 -5134.4999999999991 -17349.499999999996 338467.50000000006 14.500000000000002 1.0000000180025095e-35 -539.49999999999989 27513.000000000004
decision_type=2 2 2 2 10 10 1 8 10 2 2 2 2 2 8 8 8 2 8 2 8 10 2 2 2 8 8 8 8 8
left_child=1 9 3 5 6 10 -5 -8 -9 -1 11 -2 -12 27 -15 -16 -17 18 19 -18 21 -21 23 24 -20 -24 -27 28 -4 -29
right_child=2 -3 13 4 -6 -7 7 8 -10 -11 12 -13 -14 14 15 16 17 -19 22 20 -22 -23 25 -25 -26 26 -28 29 -30 -31
leaf_value=0.019377433251344479 -0.0026984973787144467 -0.0068472879328593458 -0.0076726439256949242 -0.0045094188589011475 -0.0095238789021665424 -0.010599028864708997 0.020538490553890669 -0.0041824608153264988 0.011150869005781203 -0.0033381548263500273 -0.0030345928415144384 0.034969463063665447 0.014433422246588404 -0.0047198792646022955 0.0151432291444641 -0.0055372225143787588 -0.0053828634345713536 -0.011047793784693383 -0.010961412349573844 0.015098639604630109 0.028895777654117504 -0.0054183151748025743 -0.011132303573694111 0.017766924513457374 0.010564113105216773 -0.011065431224221732 0.0064655470708774058 0.0037694986752948583 0.0039737368532432203 0.00043694608182928414
leaf_count=21 28 297 156 352 148 37 20 130 28 36 84 20 33 567 27 122 34 32 36 31 20 28 50 24 28 20 47 513 59 4972
internal_value=0 -0.453934 0.00778827 -0.210206 -0.351042 0.304558 -0.230329 0.152906 -0.138953 0.610906 0.498899 1.4716 0.234964 0.0327862 -0.150081 0.132852 0.0223062 0.211551 0.334442 0.90228 1.35464 0.613947 0.064648 0.651427 0.038752 -0.333491 0.190742 0.0627318 -0.38031 0.0803184
internal_count=8000 354 7646 880 678 202 530 178 158 57 165 48 117 6766 1066 499 472 350 318 113 79 59 205 88 64 117 67 5700 215 5485
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=233
num_leaves=31
num_cat=2
split_feature=3 13 9 9 18 15 0 13 14 18 9 15 9 11 13 11 18 5 13 13 9 13 14 16 11 14 14 14 14 11
split_gain=2.8094 6.60642 4.87339 3.42179 3.27718 3.42726 3.41033 4.54474 3.60114 5.54391 12.0276 5.92933 5.54149 4.7218 4.87548 4.88434 4.25035 4.00621 3.68561 5.20792 4.76695 4.50679 4.67568 4.53549 4.43231 4.30186 3.80986 3.69767 6.28883 6.89562
threshold=0 311337.00000000006 -975.49999999999989 -2081.4999999999995 0.046250000000000006 0.90525000000000011 1 1220625.0000000002 16659.000000000004 0.0084500000000000009 -723.49999999999989 0.77460000000000007 -2335.9999999999995 -5102.4999999999991 79871.400000000009 -1037.4999999999998 0.0055500000000000002 -12614.499999999998 31545.000000000004 47274.975000000006 -242.49999999999997 56753.820000000007 24466.500000000004 1.5000000000000002 -5022.4999999999991 44750.250000000007 26649.000000000004 18906.750000000004 22531.500000000004 -4401.4999999999991
decision_type=9 8 10 10 10 10 1 10 2 10 8 10 10 2 8 2 10 2 10 10 8 10 2 10 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 13 16 12 -12 -11 -2 15 17 18 -15 24 26 21 23 -23 -21 -10 -24 -20 -26 -29 -30
right_child=4 -3 -4 -5 -6 -7 -8 -9 9 10 11 -13 -14 14 -16 -17 -18 -19 19 20 -22 22 25 -25 27 -27 -28 28 29 -31
leaf_value=-0.0030565298097343773 0.002521020792290832 0.019306841408735002 -0.0077568011528792334 0.017704264883300125 -0.00312404034922373 -0.0074012291906127769 -0.00054172211939474096 -0.0057054251104695355 -0.00042061549625605372 0.010405887379360174 0.009472174908683852 0.027089069237074451 -0.0086735926544874182 -0.0057730384816631888 -0.0082846753673884738 -0.011157324254952059 -0.011039940885987851 0.011502051612286655 0.00097078183212768153 0.021509764425898782 -0.0046182152837316434 -0.0029687630641899929 0.0047506151412487667 0.00028098313410278525 0.015138240591556048 -0.0027574904632963197 -0.0098055458654118348 -0.0038091880085849906 0.020938117623284239 0.0049413710220193299
leaf_count=22 195 38 39 36 618 122 4676 140 207 33 57 25 66 30 151 27 36 37 65 21 114 204 459 22 25 128 101 63 23 220
internal_value=0 0.370579 0.166814 0.985966 -0.0151312 0.00371149 0.0122024 0.107968 0.138464 0.200955 0.782616 1.59419 -0.208391 -0.135706 -0.447784 0.144646 0.145273 0.602881 0.167052 0.0426074 0.139751 0.239016 0.174125 1.25259 0.359942 0.328275 -0.531819 0.543055 0.450979 0.65105
internal_count=8000 135 97 58 7865 7247 7125 2449 2309 1869 181 82 99 440 245 94 1688 67 1652 1114 948 834 791 43 538 587 166 331 306 243
cat_boundaries=0 1 2
cat_threshold=17 2
shrinkage=0.01


Tree=234
num_leaves=31
num_cat=3
split_feature=17 15 14 5 0 3 16 4 11 5 11 11 13 5 14 13 14 14 14 14 9 5 16 19 9 15 15 15 16 9
split_gain=2.7882 3.36791 4.38013 4.15435 2.82314 3.74346 3.84276 3.66061 4.52037 5.13648 5.21776 4.77629 4.45163 9.64364 4.88084 6.85568 4.35106 5.03414 8.55006 5.19324 6.52985 4.55968 4.17268 3.87083 3.64056 3.30959 4.25545 3.56989 3.29049 3.68819
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0 1 4.5000000000000009 2 -1491.4999999999998 -16766.499999999996 -1686.4999999999998 -1361.4999999999998 156663.04500000001 -19381.999999999996 21291.750000000004 269910.00000000006 46494.000000000007 32769.000000000007 31032.000000000004 23951.250000000004 -340.49999999999994 -15304.499999999998 15.500000000000002 2.5000000000000004 -187.49999999999997 0.54915000000000014 0.61775000000000013 0.64390000000000003 6.5000000000000009 -1364.4999999999998
decision_type=10 10 2 2 1 9 8 1 2 2 2 2 10 2 2 10 2 2 2 2 10 2 10 2 10 8 8 8 10 8
left_child=4 -2 3 -3 25 6 -6 8 9 12 16 -10 -8 14 -14 -16 17 18 19 24 -21 -19 28 -18 -11 -1 -27 -28 29 -13
right_child=1 2 -4 -5 5 -7 7 -9 11 10 -12 22 13 -15 15 -17 23 21 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.011296807698957346 -0.010548000635963669 -0.010388858907861946 -0.0082166569823302858 0.010129800999287689 -0.0056109222657285485 -0.0027746796716114903 -0.0061403004506116379 -0.0010764592635264401 0.015891663319769805 0.0043733429466882552 -0.011376868870746289 -0.0037296365109329966 -0.0024523293477473561 -0.0058776919631592303 0.036282234745201432 0.0046985425411580082 0.019534029392937694 0.0069564175677447829 0.017036039308814119 -0.0054784581738446256 0.010269732091366028 -0.0074926941410559215 -0.011127477558650163 0.0025811696494978565 -0.006154660574152624 0.013371949432408041 -0.011124847135201763 0.0010288904276830985 0.013636439409996795 0.0047057020272187593
leaf_count=27 122 39 105 50 224 896 367 2085 29 401 33 86 25 101 22 24 26 37 36 183 28 109 25 29 35 26 31 2536 35 228
internal_value=0 -0.424894 -0.0741509 0.524274 0.00844628 -0.049811 -0.00119534 0.0224895 0.123844 0.024357 0.147135 0.415069 -0.335387 0.204516 1.41288 2.1508 0.193975 0.134053 0.246706 0.156913 -0.281856 -0.437028 0.31267 1.062 0.34917 0.0932093 0.104831 0.089862 0.392782 0.294815
internal_count=8000 316 194 89 7684 5064 4168 3944 1859 1456 917 403 539 172 71 46 884 829 683 647 211 146 374 55 436 2620 2593 2567 349 314
cat_boundaries=0 1 2 3
cat_threshold=2 73 16
shrinkage=0.01


Tree=235
num_leaves=31
num_cat=1
split_feature=11 18 6 14 11 15 18 13 11 11 9 9 18 4 19 14 17 13 13 14 9 11 9 16 11 11 5 13 16 13
split_gain=2.75783 3.31136 7.56268 3.05769 4.19772 3.34244 3.29736 3.25191 3.43705 4.27216 4.73439 4.29407 3.95535 3.53019 4.1491 2.74939 6.4653 5.67525 3.81249 4.27383 3.66858 5.00334 6.45965 4.08011 3.80839 4.43305 4.92876 4.00189 3.44098 3.38197
threshold=-11707.999999999998 0.010350000000000002 0.32790000000000002 13286.250000000002 -7570.4999999999991 0.67005000000000015 0.0046500000000000005 51309.000000000007 -6534.4999999999991 -2473.4999999999995 -878.49999999999989 -433.49999999999994 0.03525000000000001 0 2.5000000000000004 43274.250000000007 0.92000000000000004 5625.0000000000009 77195.250000000015 68537.250000000015 -1155.4999999999998 -5923.9999999999991 -1535.4999999999998 3.5000000000000004 -4329.4999999999991 -5134.4999999999991 -17349.499999999996 338467.50000000006 14.500000000000002 1.0000000180025095e-35
decision_type=2 8 8 2 2 10 10 8 2 2 10 10 8 1 2 2 8 8 8 2 8 2 10 10 2 2 2 8 8 8
left_child=1 2 -1 4 6 7 -2 -6 -9 10 12 -12 -10 14 -14 29 -17 -18 -19 20 21 -20 23 -23 25 26 -22 -26 -29 -5
right_child=3 -3 -4 15 5 -7 -8 8 9 -11 11 -13 13 -15 -16 16 17 18 19 -21 24 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0071429685444104035 0.0049166995889246756 -0.0081487722984343487 0.019336693130779136 -0.0037785212681978124 -0.0071310161477980485 -0.0095069132569852704 -0.010593881437657366 -0.010888324044784429 0.022367983998871199 -0.0039682381533693344 -0.010930822595526375 0.0062346240083910997 0.020844869183199097 -0.003347894850466417 0.0001440960128657527 -0.0046852584837767577 0.01480302817383557 -0.0055027187036883318 -0.0053584208498121009 -0.011037098164389055 -0.010949428193307506 0.014812738288626953 0.028015267967664487 -0.0053824704414175703 -0.011120094177082809 0.017304074692983146 0.010372244653517437 -0.011058841005610979 0.0063428807968399017 0.0007929108452647489
leaf_count=85 165 233 36 215 143 148 37 44 21 156 45 33 23 44 21 567 27 122 34 32 36 31 20 28 50 24 28 20 47 5485
internal_value=0 -0.450468 0.225239 0.00766145 -0.208222 -0.348288 0.300841 -0.228109 -0.0539071 0.0633679 0.428337 -0.262723 0.91128 0.553925 1.15788 0.0323619 -0.148514 0.131157 0.0220365 0.208819 0.329916 0.888417 1.32981 0.60741 0.0630934 0.641523 0.039472 -0.332128 0.18636 0.0619036
internal_count=8000 354 121 7646 880 678 202 530 387 343 187 78 109 88 44 6766 1066 499 472 350 318 113 79 59 205 88 64 117 67 5700
cat_boundaries=0 1
cat_threshold=16
shrinkage=0.01


Tree=236
num_leaves=31
num_cat=2
split_feature=3 18 14 11 11 9 14 11 2 18 14 17 13 9 16 14 13 14 16 11 6 6 13 14 9 15 9 14 5 13
split_gain=2.75063 6.39344 3.9162 3.25798 3.19202 3.31825 3.13446 4.5978 3.42577 3.29881 3.29704 6.16978 5.78935 3.42542 5.20531 3.41715 3.78903 3.64277 3.805 3.3905 3.32009 4.48977 5.4999 5.81179 3.8595 7.2598 5.95321 10.2603 7.93786 4.22025
threshold=0 0.0028500000000000005 14337.000000000002 -4437.4999999999991 -11707.999999999998 -2818.4999999999995 13286.250000000002 -7570.4999999999991 1 0.0046500000000000005 43274.250000000007 0.92000000000000004 5625.0000000000009 -35.499999999999993 20.500000000000004 42907.500000000007 1118250.0000000002 23213.250000000004 13.500000000000002 -4989.9999999999991 0.00085000000000000017 0.0035500000000000006 104865.39000000001 28080.000000000004 -864.49999999999989 0.67005000000000015 -800.49999999999989 28881.000000000004 -15450.999999999998 15028.200000000003
decision_type=9 10 2 2 2 8 2 2 1 10 2 8 8 8 8 2 10 2 8 2 8 8 8 2 10 8 10 2 2 8
left_child=1 2 -1 -4 5 -2 7 9 -9 -6 15 13 -13 -12 -15 16 20 18 -18 -16 -8 22 -22 -24 29 -26 27 -27 -29 -23
right_child=4 -3 3 -5 6 -7 10 8 -10 -11 11 12 -14 14 19 -17 17 -19 -20 -21 21 24 23 -25 25 26 -28 28 -30 -31
leaf_value=0.018848189395925519 0.014787663978342341 0.023492688381254012 -0.00751108773298242 0.0069485758323264094 0.004995755078465015 -0.0063451190508913412 -0.0045141628829654589 -0.0058023419218720187 -5.2298908659855319e-05 -0.010587915492114422 -0.0064273453165341913 0.014527629693492862 -0.00015019258631431177 -0.010864190273053551 -0.0038539803693576351 0.013538602446964226 -0.010861719552472329 -0.0074190490553158878 0.0085672949642945501 0.015501226238931161 0.00035587304038097909 -0.0058382848273741926 0.0035543583784828042 0.026857200572825059 -0.0093259893455192519 0.00087271974487755297 0.0018216404434753949 0.040011957618556339 0.010662154344512141 0.00017953203585138606
leaf_count=20 21 25 49 41 163 323 179 447 216 37 482 27 467 34 21 27 22 166 40 27 51 165 25 20 70 71 1553 20 23 3168
internal_value=0 0.366211 0.331267 -0.00138428 -0.0150117 -0.505646 -0.00399492 -0.224839 -0.374258 0.308497 0.0211586 -0.178007 0.0972401 -0.491939 0.189045 0.0538382 0.0477978 -0.42803 0.292264 0.863898 0.0661819 0.0815629 0.778358 1.59737 0.0656531 0.190639 0.233122 1.03006 2.26534 -0.0123335
internal_count=8000 135 110 90 7865 344 7521 863 663 200 6658 1058 494 564 82 5600 5573 228 62 48 5345 5166 96 45 5070 1737 1667 114 43 3333
cat_boundaries=0 1 2
cat_threshold=17 2
shrinkage=0.01


Tree=237
num_leaves=31
num_cat=3
split_feature=17 15 14 13 0 3 16 4 11 13 5 11 11 14 14 14 14 5 9 16 11 9 13 5 9 9 15 15 15 14
split_gain=2.72319 3.35105 4.29021 4.07515 2.75335 3.68374 3.77974 3.57423 4.42302 5.10383 5.29152 4.93641 4.61647 4.52097 5.57536 6.36158 5.65679 5.46641 4.67087 4.09639 3.77426 3.3723 3.30405 8.65453 6.09681 3.39822 3.24917 4.12096 3.51836 3.21623
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 63110.250000000007 0 1 4.5000000000000009 2 -1491.4999999999998 1777500.0000000002 -16766.499999999996 -1686.4999999999998 -1361.4999999999998 46494.000000000007 32769.000000000007 31032.000000000004 23951.250000000004 -15304.499999999998 -340.49999999999994 15.500000000000002 -4953.9999999999991 -187.49999999999997 156663.04500000001 -19381.999999999996 -1915.4999999999998 -647.49999999999989 0.54915000000000014 0.61775000000000013 0.64390000000000003 29223.000000000004
decision_type=10 10 2 10 1 9 8 1 2 10 2 2 2 2 2 2 2 2 10 10 2 10 10 2 8 10 8 8 8 2
left_child=4 -2 3 -3 26 6 -6 8 9 10 22 13 -10 14 15 16 21 -16 29 -14 -15 -12 -8 24 -24 -26 -1 -28 -29 -18
right_child=1 2 -4 -5 5 -7 7 -9 12 -11 11 -13 19 20 17 -17 18 -19 -20 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.011278835504412924 -0.010541466583385688 0.0158820819177952 -0.0081839661001742343 -0.0018012236889799252 -0.0055801591132046821 -0.002754262149840233 -0.0061131280396174706 -0.0010638707545496651 0.015583874494662441 0.015345633465543622 0.0043057299473560282 -0.011362276685008945 0.0038788866691518739 0.017863829303314222 0.0076454052810923248 0.014928840174378843 -0.0078863720726821025 -0.0084399754746305126 0.0082259719109414736 -0.011112588875145492 0.0010722930897717154 -0.005981241945259899 0.031562268862888238 -0.0070101636478568062 -0.010440345198627323 0.013063208002852836 0.013104612446740114 -0.011112046781946468 0.0010145630507650903 0.0030142295419441235
leaf_count=27 122 27 105 62 224 896 367 2085 29 23 397 33 349 29 35 35 140 108 27 25 26 34 21 93 25 22 26 31 2536 41
internal_value=0 -0.421257 -0.0717624 0.516962 0.00829352 -0.0492869 -0.00109222 0.0223429 0.122413 0.0239093 -0.00514505 0.119353 0.41005 0.16533 0.103175 0.222437 0.144682 -0.503483 -0.318098 0.309099 1.04709 0.346106 -0.377683 0.117193 1.27134 0.420552 0.0919553 0.103387 0.0885975 -0.540599
internal_count=8000 316 194 89 7684 5064 4168 3944 1859 1456 1433 905 403 872 817 674 639 143 208 374 55 431 528 161 68 47 2620 2593 2567 181
cat_boundaries=0 1 2 3
cat_threshold=2 73 16
shrinkage=0.01


Tree=238
num_leaves=31
num_cat=2
split_feature=3 13 9 9 18 7 14 9 5 5 13 17 19 9 14 2 14 13 13 6 5 11 13 9 15 5 13 11 5 14
split_gain=2.69836 6.23621 4.73581 3.24354 3.15317 3.40247 4.09976 3.88041 6.76603 11.6933 5.9785 3.69108 5.77653 4.34616 3.62844 3.61974 5.06653 8.07237 6.78178 7.38299 5.98275 8.7195 5.7491 9.1026 5.53173 4.86196 4.77256 8.81469 4.69527 4.66247
threshold=0 311337.00000000006 -975.49999999999989 -2081.4999999999995 0.046250000000000006 1.0000000180025095e-35 8689.5000000000018 -490.49999999999994 -20745.499999999996 -20605.499999999996 22502.250000000004 0.029200000000000004 3.5000000000000004 -2890.4999999999995 9983.2500000000018 1 30084.750000000004 56753.820000000007 99942.750000000015 0.0063500000000000006 -10109.499999999998 -3841.4999999999995 48634.380000000012 -1548.9999999999998 0.7027000000000001 -10508.499999999998 29985.750000000004 -5068.4999999999991 -11780.999999999998 33921.000000000007
decision_type=9 8 10 10 10 2 2 8 2 2 8 10 2 10 2 1 2 10 10 8 2 2 8 10 8 2 10 2 2 2
left_child=1 2 3 -1 5 7 -7 8 -2 -10 -9 12 13 -11 -8 16 17 22 26 -20 -19 -22 24 -24 -15 -17 27 -18 -29 -21
right_child=4 -3 -4 -5 -6 6 14 10 9 11 -12 -13 -14 15 -16 25 18 20 19 29 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0030368281925212087 -0.005121880959270699 0.018629036755058011 -0.0077361187244446294 0.01711627387296747 -0.0030747690670151501 0.01541231919010513 -0.011280257823464122 0.0073380395275158532 0.026471225337021058 0.012515773824276107 0.00034813088713569508 -0.0039437098203512896 -0.0042924217578053734 0.01296011881205936 0.0020092422633764808 -0.00048156797935732085 -0.010765303549412068 -0.0048343620361406747 0.026353498351991127 0.012237562447150531 0.022450738733292321 -0.0065082260660385754 -0.0040835659478339909 0.029640835343152695 0.00018844161038945241 -0.0082430316716628933 -0.004430991607620509 0.003610717308864554 0.020174807873711037 0.0028922100632912512
leaf_count=22 820 38 39 36 618 31 26 120 29 40 2016 533 389 40 745 749 44 538 21 95 21 23 21 21 320 98 193 45 22 247
internal_value=0 0.362277 0.161314 0.960669 -0.0149203 0.00351636 0.203134 -0.0279127 -0.101671 -0.0433883 0.084368 -0.0609389 -0.0159444 0.0485306 0.161603 0.0292656 0.130275 -0.0385283 0.377497 0.710995 -0.347748 0.78567 0.323318 1.57514 0.18517 -0.164895 -0.0353079 0.496346 1.08284 0.570192
internal_count=8000 135 97 58 7865 7247 802 6445 4309 3489 2136 3460 2927 2538 771 2498 1651 984 667 363 582 44 402 42 360 847 304 111 67 342
cat_boundaries=0 1 2
cat_threshold=17 2
shrinkage=0.01


Tree=239
num_leaves=31
num_cat=5
split_feature=17 15 14 5 6 0 3 16 4 11 14 9 9 17 15 13 13 1 13 14 14 14 13 5 9 1 9 18 5 15
split_gain=2.65989 3.33455 4.22344 4.0411 2.73412 2.69268 3.63201 3.71843 3.48223 4.39054 6.18029 5.44268 9.10771 3.67204 7.21008 5.0337 10.6087 6.65044 5.22694 4.36696 6.03222 5.30952 4.98985 4.35551 4.34081 3.5835 4.39859 3.52939 3.88055 4.50646
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0.14295000000000002 0 1 4.5000000000000009 2 -6095.4999999999991 46980.000000000007 -1436.4999999999998 -1296.4999999999998 0.11260000000000002 0.75500000000000012 132162.75000000003 157725.00000000003 3 85726.62000000001 15162.750000000002 12678.750000000002 31158.000000000004 518206.50000000006 -13223.999999999998 -281.49999999999994 4 -179.49999999999997 0.097450000000000023 -16141.999999999998 0.69615000000000016
decision_type=10 10 2 2 8 1 9 8 1 2 2 8 8 8 10 8 8 1 8 2 2 2 10 2 8 1 10 10 2 10
left_child=5 -2 3 -3 -5 -1 7 -7 9 10 27 -11 -13 25 15 17 -17 -15 23 20 -18 22 -21 -19 -23 -14 -27 28 -9 -30
right_child=1 2 -4 4 -6 6 -8 8 -10 11 -12 12 13 14 -16 16 19 18 -20 21 -22 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00090812524170187593 -0.010534946628218472 -0.010386890720341329 -0.0081566836756027192 0.00034872619285690015 0.01673896076523403 -0.0055492606628215124 -0.0027367194375507871 -0.00691161267347169 -0.0010504436382521053 -0.002027365899969197 0.013904936224923208 0.016735236506928101 -0.010948018023102494 0.011301395867800258 0.022155074666428774 0.022333532102050128 0.0011449508928670371 -0.005622357602153202 -0.01146483876923393 -0.0045686326609006948 0.023271793282618174 0.015942570868494713 0.01068072168094333 0.0045280859072138416 0.0022785951848475548 -0.00086360660383156163 0.012580105160013859 0.014259519866318607 0.0021800888251432941 -0.0088551355200406721
leaf_count=2620 122 39 105 26 24 224 896 309 2085 336 36 48 44 48 26 31 26 85 49 116 20 35 23 74 52 213 22 21 174 71
internal_value=0 -0.417642 -0.0694169 0.512196 0.988672 0.00812288 -0.0488625 -0.00103205 0.0221608 0.120847 -0.163199 0.2198 0.330987 0.257019 0.391177 0.326339 0.591918 0.00434298 -0.21769 0.39156 1.2481 0.214215 -0.174114 0.0355487 0.788287 -0.0578603 0.0752075 -0.261762 -0.316866 -0.034759
internal_count=8000 316 194 89 50 7684 5064 4168 3944 1859 611 1248 912 864 585 559 303 256 208 272 46 226 139 159 87 279 235 575 554 245
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 73 16 2 2
shrinkage=0.01


Tree=240
num_leaves=31
num_cat=2
split_feature=3 18 14 11 11 9 14 11 2 11 11 19 5 14 17 13 9 16 14 13 14 16 11 6 6 13 14 9 15 9
split_gain=2.64223 6.01964 3.72698 3.1679 3.10574 3.25711 3.07559 4.55301 3.37392 3.27986 7.95731 4.30337 3.6665 3.24268 6.0242 5.60292 3.37561 5.08305 3.29227 3.75347 3.5825 3.71224 3.28084 3.24496 4.32021 5.32905 5.73539 3.714 7.11777 5.79053
threshold=0 0.0028500000000000005 14337.000000000002 -4437.4999999999991 -11707.999999999998 -2818.4999999999995 13286.250000000002 -7570.4999999999991 1 -3797.4999999999995 -2559.4999999999995 2.5000000000000004 -11780.999999999998 43274.250000000007 0.92000000000000004 5625.0000000000009 -35.499999999999993 20.500000000000004 42907.500000000007 1118250.0000000002 23213.250000000004 13.500000000000002 -4989.9999999999991 0.00085000000000000017 0.0035500000000000006 70716.960000000006 30858.750000000004 -864.49999999999989 0.67005000000000015 -800.49999999999989
decision_type=9 10 2 2 2 8 2 2 1 2 2 2 2 2 8 8 8 8 2 10 2 8 2 8 8 8 2 10 8 10
left_child=1 2 -1 -4 5 -2 7 -6 -9 12 -11 -12 -10 18 16 -16 -15 -18 19 23 21 -21 -19 -8 25 -25 -27 -26 -29 -30
right_child=4 -3 3 -5 6 -7 13 8 9 10 11 -13 -14 14 15 -17 17 22 -20 20 -22 -23 -24 24 27 26 -28 28 29 -31
leaf_value=0.018192340789334564 0.014552010214810958 0.022608578255088631 -0.0074887698697312967 0.0067588077523547197 0.0030749924209023485 -0.0063024646122700903 -0.0044768965844074375 -0.005774408350835235 -0.010936440470978522 0.018468343538612694 -0.0084210727532117412 0.0099878801758029444 0.0029465952054716403 -0.0063927133254241698 0.014212781796029528 -0.00016434370440594599 -0.010854761499827191 -0.0038493344968253485 0.013216661264080384 -0.010856951420386561 -0.0073994835624302023 0.0083724165585034368 0.015160724865430358 -0.0016827307095481211 -0.00011504486031605032 0.0048903654454123605 0.02562369795380751 -0.0092986920962544947 0.010123524271109408 0.0017901031240906255
leaf_count=20 21 25 49 41 200 323 179 447 66 35 59 24 32 482 27 467 34 21 27 22 166 40 27 38 3333 38 20 70 114 1553
internal_value=0 0.358011 0.321729 -0.00492693 -0.014823 -0.500845 -0.00399468 -0.223043 -0.372146 -0.00635938 0.424197 -0.23825 -0.478005 0.0209052 -0.176844 0.0943973 -0.488544 0.186953 0.0532911 0.0473251 -0.426931 0.28532 0.847434 0.0656016 0.080763 0.761966 1.39144 0.065104 0.187558 0.229364
internal_count=8000 135 110 90 7865 344 7521 863 663 216 118 83 98 6658 1058 494 564 82 5600 5573 228 62 48 5345 5166 96 58 5070 1737 1667
cat_boundaries=0 1 2
cat_threshold=17 2
shrinkage=0.01


Tree=241
num_leaves=31
num_cat=0
split_feature=7 5 5 5 16 14 9 5 15 9 13 5 13 11 6 17 11 5 11 5 5 18 9 15 5 14 7 11 13 15
split_gain=2.62611 2.80695 6.02227 3.53504 7.25594 10.5059 5.06912 5.9683 4.26227 4.97876 5.74527 7.46531 5.60713 6.25727 8.77446 8.57207 6.22044 4.9499 7.55535 3.95031 5.40915 8.52289 7.36313 3.52358 3.21456 4.24055 3.19982 3.11689 2.98931 2.85067
threshold=2.5000000000000004 -19736.499999999996 -20155.499999999996 -20745.499999999996 17.500000000000004 39919.500000000007 -2507.4999999999995 -20679.999999999996 0.94445000000000012 -596.49999999999989 54915.30000000001 -22923.499999999996 140155.20000000004 -9663.4999999999982 0.0022500000000000007 0.12320000000000002 -4507.4999999999991 -22319.499999999996 -2296.4999999999995 -21364.999999999996 -21818.999999999996 0.0034500000000000004 -1650.4999999999998 0.8791500000000001 -20467.499999999996 26088.750000000004 1.0000000180025095e-35 -3066.4999999999995 1220625.0000000002 0.64390000000000003
decision_type=2 2 2 2 8 2 8 2 10 8 8 2 8 2 10 8 2 2 2 2 2 10 10 10 2 2 2 2 10 8
left_child=1 2 3 8 -5 6 -6 -8 9 19 11 -11 -12 14 15 -14 -15 18 -18 20 29 -22 -23 28 -9 -26 -25 -19 -3 -1
right_child=-2 23 -4 4 5 -7 7 24 -10 10 12 -13 13 16 -16 -17 17 27 -20 -21 21 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.0083396812342286658 0.0072204277426068412 0.00049209416323963188 -0.0081883544558288852 -0.01063696369543328 0.023466652524089939 0.03380343822124314 0.021550051574367787 -0.010578069145886387 0.018624868269394194 -0.010645122343767419 -0.0089031094232505589 0.02134695664642897 0.043082243370345087 -0.010660484294877452 -0.010446795956865986 0.0096746290812885615 -0.0046465569942628591 0.0069870403398675012 0.023694432406196096 -0.010486624632132444 -0.0010766540540469599 0.043906345077363337 0.0022214411749805259 -0.0091912186314244988 -0.0062694076617454166 0.013669157367185108 0.0039980329013760627 -0.010854010177848473 -0.0036992237006451298 -0.0055600151667154398
leaf_count=30 47 5538 257 57 20 22 21 60 22 20 118 37 20 89 36 54 26 20 31 192 116 20 20 153 44 31 28 40 249 582
internal_value=0 -0.00899754 -0.166675 -0.068999 0.397419 0.763422 0.393423 0.12042 -0.161174 -0.191851 0.141062 1.28934 -0.0442966 0.240872 1.203 2.0051 -0.13328 0.399572 1.20685 -0.412976 -0.260063 0.521556 2.46487 0.0216238 -0.231288 0.315633 -0.578269 -0.370232 0.0336894 -0.471316
internal_count=8000 7953 1985 1728 255 198 176 156 1473 1451 491 57 434 316 110 74 206 117 57 960 768 156 40 5968 135 75 181 60 5787 612
shrinkage=0.01


Tree=242
num_leaves=31
num_cat=4
split_feature=17 15 14 5 0 3 16 4 5 9 11 9 6 6 11 11 5 13 16 11 9 9 2 13 13 5 14 14 11 11
split_gain=2.59747 3.32194 4.14241 3.95859 2.63661 3.57805 3.65043 3.46255 3.38359 5.86592 6.27023 4.37183 3.79044 4.21885 6.93885 4.47059 7.44134 5.84274 5.39523 4.5257 4.15456 6.43629 4.23437 4.10645 6.63878 5.38714 5.07428 9.71202 5.36974 5.69899
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0 1 4.5000000000000009 2 -22132.999999999996 -1084.4999999999998 -13239.499999999998 -2890.4999999999995 0.0010500000000000004 0.0033500000000000001 -6486.4999999999991 -9072.9999999999982 -21700.499999999996 19967.737500000003 9.5000000000000018 -415.99999999999994 -222.49999999999997 -187.49999999999997 3 21125.565000000006 24345.000000000004 -10705.499999999998 35813.250000000007 30451.500000000004 -7868.9999999999991 -6095.4999999999991
decision_type=10 10 2 2 1 9 8 1 2 8 2 8 8 8 2 2 2 8 10 2 10 8 1 8 8 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 -6 -8 9 -9 -11 -10 -13 14 -14 16 -15 -18 20 -20 23 -22 -23 25 -25 -17 27 28 -26 -30
right_child=1 2 -4 -5 5 -7 7 8 11 10 -12 12 13 15 -16 18 17 -19 19 -21 21 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.00089755583671233263 -0.010529150031363262 -0.010383861558999409 -0.0081234942196608314 0.0097395346025181215 -0.0055155711401477158 -0.0027186647061794474 -0.0038176427935423152 -0.0093384406065317987 0.014528052842663409 0.022949328031330461 -0.0011019897070966057 -0.006716524541135172 0.025149156831824712 0.018980860342781857 0.00097857002170580231 -0.0073384239303620341 0.0094228164683561755 -0.0072652539795244747 -0.0051695184825830695 0.0094248183442549524 0.020284587129613497 0.0099184289302111719 -0.00046932494309542952 0.014129950368061446 0.0094141541769998966 0.0071445992894902249 -0.0021918237409450452 0.0096575585190018815 -0.0059026763306740757 0.0015091320402180702
leaf_count=2620 122 39 105 50 224 896 305 239 32 29 245 101 20 35 37 157 35 338 286 28 23 57 95 44 105 22 413 200 188 910
internal_value=0 -0.414065 -0.0665988 0.506455 0.00797104 -0.0484613 -0.00100853 0.0219102 0.0528403 -0.322837 0.114878 0.0878059 0.0742147 0.0959948 0.996578 0.0753314 -0.364907 -0.522297 0.121152 -0.353655 0.17776 0.62006 0.379391 0.125387 0.175178 -0.388911 0.138495 0.238404 0.118103 0.0496236
internal_count=8000 316 194 89 7684 5064 4168 3944 3639 513 274 3126 3094 2993 57 2936 408 373 2528 314 2214 175 152 2039 1860 179 1816 1403 1203 1098
cat_boundaries=0 1 2 3 4
cat_threshold=2 73 4 1
shrinkage=0.01


Tree=243
num_leaves=31
num_cat=0
split_feature=11 18 6 7 14 14 15 5 11 11 5 5 9 6 11 9 16 14 9 13 11 18 16 14 13 14 11 14 9 11
split_gain=2.59424 3.28623 7.14243 2.94557 4.60581 3.66234 3.5832 3.95838 3.24777 4.6193 4.24741 4.19768 11.2433 3.79476 3.62363 10.7467 3.58963 3.5217 4.57834 3.64195 3.35417 4.04632 3.02814 6.00511 8.4658 5.93484 5.71717 3.76522 4.24975 3.77151
threshold=-11707.999999999998 0.010350000000000002 0.32790000000000002 1.0000000180025095e-35 8689.5000000000018 9983.2500000000018 0.8791500000000001 -20895.499999999996 -11000.999999999998 -9136.4999999999982 -22464.999999999996 -24116.999999999996 -918.99999999999989 0.010950000000000001 -9006.4999999999982 -1423.4999999999998 16.500000000000004 35813.250000000007 -2048.4999999999995 152790.75000000003 -10410.999999999998 0.0020500000000000002 20.500000000000004 23541.750000000004 94515.750000000015 31664.250000000004 -1991.9999999999998 41652.000000000007 -1944.9999999999998 -966.49999999999989
decision_type=2 8 8 2 2 2 10 2 2 2 2 2 8 8 2 10 8 2 10 10 2 10 8 2 8 2 2 2 10 2
left_child=1 2 -1 6 -5 -6 8 -8 17 13 11 12 -11 20 15 -12 -13 18 -2 -20 -10 -22 23 -7 -25 -26 -27 29 -29 -24
right_child=3 -3 -4 4 5 22 7 -9 9 10 14 16 -14 -15 -16 -17 -18 -19 19 -21 21 -23 27 24 25 26 -28 28 -30 -31
leaf_value=-0.0070550568821605361 0.023643157539698968 -0.0080911110819818916 0.018588254061252554 0.01633736697034683 -0.011271905674297828 -0.0096831352579280754 0.0080123779656523873 -0.0093041638619770356 -0.010671763546248729 -0.010493317560116488 0.027783868380453783 0.0061862534697755024 0.028561772468184473 -0.0052056390672922219 0.00019141611100065444 -0.0059985478075097413 -0.0089936884281700841 -0.010592776635874298 0.011213426651539042 -0.010565039632171263 0.016095722768634978 -0.0043434995848032247 0.0052273222056290871 -0.0089763105329808829 0.017695071662726141 -0.007912216617120842 0.014303231263841806 0.0062186453512451953 -0.011550912414915357 -0.001763503040425891
leaf_count=85 31 233 36 28 27 76 34 168 23 42 24 36 25 520 5450 28 264 20 35 25 32 30 420 57 36 36 20 24 44 91
internal_value=0 -0.44053 0.233107 0.00728077 0.18643 0.146201 -0.0214183 -0.635148 -0.00959499 -0.0188195 0.00824535 -0.479393 0.589452 -0.375582 0.0278334 1.00305 -0.708096 0.717135 1.04361 0.367819 0.400322 0.830687 0.183569 -0.15966 0.228557 0.810202 0.0842838 0.301561 -0.469879 0.389275
internal_count=8000 354 121 7646 859 831 6787 202 6585 6474 5869 367 67 605 5502 52 300 111 91 60 85 62 804 225 149 92 56 579 68 511
shrinkage=0.01


Tree=244
num_leaves=31
num_cat=2
split_feature=3 13 9 9 18 15 7 14 18 9 9 5 5 13 14 14 14 8 17 19 9 11 14 9 16 18 2 5 5 14
split_gain=2.57878 5.88744 4.59372 3.04423 3.04068 3.28875 3.14074 3.83196 3.84886 4.24755 3.82998 6.40582 11.4314 5.82154 3.60783 3.51364 8.08035 3.99588 4.50621 5.79831 4.26412 3.79328 4.36733 6.94766 3.59386 3.89465 3.40022 6.8401 5.2728 5.97553
threshold=0 311337.00000000006 -975.49999999999989 -2081.4999999999995 0.046250000000000006 0.90525000000000011 1.0000000180025095e-35 8689.5000000000018 0.012250000000000002 -665.49999999999989 -490.49999999999994 -20745.499999999996 -20605.499999999996 22502.250000000004 14388.750000000002 57611.250000000007 59942.250000000007 1.0000000180025095e-35 0.042800000000000012 3.5000000000000004 -2890.4999999999995 -6486.4999999999991 20686.500000000004 -1275.4999999999998 3.5000000000000004 0.044350000000000007 1 -10765.999999999998 -10462.499999999998 30084.750000000004
decision_type=9 8 10 10 10 10 2 2 10 10 8 2 2 8 2 2 2 8 10 2 10 2 2 10 10 8 1 2 2 2
left_child=1 2 3 -1 5 6 10 -8 -9 -10 11 -2 -13 14 -12 17 -17 18 19 20 -14 -20 23 -23 25 -18 28 -28 29 -22
right_child=4 -3 -4 -5 -6 -7 7 8 9 -11 13 12 15 -15 -16 16 24 -19 21 -21 26 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0030022668333333975 -0.0049760166725923913 0.017951510217751997 -0.0077193955872584584 0.016466846004680815 -0.003028825694534032 -0.0073262536000910997 0.014859370614331081 0.00095256343838132725 0.0026794633213454793 0.020614992197525998 -0.005800964562784938 0.026147344602158715 0.012018394896434704 0.00043945631273978921 0.0094386312441838132 0.023411347775283309 -0.0047882845091240652 0.0117143734651657 -0.010657291650075054 -0.0046651562212898633 -0.0018055271628944895 -0.0058470030578858523 -0.0052954089996986716 0.021183408109646001 -0.010638895612405155 0.016581771003955848 -0.0002697950531656755 -0.0087873501737355982 0.0064158473202431303 0.0031257109164671711
leaf_count=22 809 38 39 36 618 122 31 689 44 22 22 28 40 1986 96 25 31 32 160 373 877 34 198 22 39 20 705 121 145 576
internal_value=0 0.353193 0.154079 0.933032 -0.0146757 0.00339077 0.0116366 0.204768 0.163665 0.961638 -0.0187099 -0.0926092 -0.0359021 0.0931996 0.734901 -0.0535289 0.623028 -0.0748964 -0.0885041 -0.0426448 0.0224329 -0.510109 -0.211516 0.711877 -0.00899728 0.617256 0.00259203 -0.187916 0.102186 0.0191229
internal_count=8000 135 97 58 7865 7247 7125 786 755 66 6339 4235 3426 2104 118 3398 115 3283 3251 2837 2464 414 254 56 90 51 2424 826 1598 1453
cat_boundaries=0 1 2
cat_threshold=17 2
shrinkage=0.01


Tree=245
num_leaves=31
num_cat=3
split_feature=11 14 14 11 15 13 11 11 13 19 2 9 9 18 5 5 11 11 13 5 13 3 9 5 6 5 15 0 9 5
split_gain=2.54279 3.25731 2.89768 4.01731 3.32351 3.18916 3.3782 4.2095 4.99526 5.50752 5.07468 3.81805 3.24856 3.15782 2.79565 7.72444 5.41175 2.77351 2.71877 3.65414 2.65419 2.60809 3.52051 6.51749 4.49529 2.94141 7.89717 3.34054 3.19548 5.49113
threshold=-11707.999999999998 12206.250000000002 13286.250000000002 -7570.4999999999991 0.67005000000000015 51309.000000000007 -6534.4999999999991 -5408.9999999999991 58322.250000000007 1.5000000000000002 0 -1139.4999999999998 -828.49999999999989 0.0046500000000000005 -20895.499999999996 -22758.499999999996 -8413.4999999999982 -13239.499999999998 122121.00000000001 -17676.499999999996 1.0000000180025095e-35 1 -2507.4999999999995 -12892.499999999998 0.0038500000000000006 -10554.499999999998 0.70925000000000005 2 -247.49999999999997 -17676.499999999996
decision_type=2 2 2 2 10 8 2 2 10 2 1 10 8 10 2 2 2 2 8 2 10 9 8 2 10 2 10 1 10 2
left_child=1 17 3 13 5 20 -7 12 9 -9 -10 -12 -8 14 15 -2 18 -1 19 -16 -5 22 23 24 -4 28 27 -27 -24 -30
right_child=2 -3 21 4 -6 6 7 8 10 -11 11 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=0.018579992934517928 -0.0026631912409084079 -0.0067208560811055397 -0.0075225629131590232 0.0029582689053153062 -0.0094818135885511266 -0.010871780122048019 0.022139518872389977 0.020640868305235302 -0.0086884453259357831 0.00085566875904223626 -0.010808500864758866 0.008428228468790034 0.0015353031673186052 -0.010580679808829103 -0.010881436867940497 0.033240094899306419 0.013796150970404207 -0.003145221259282511 -0.010841674391089007 0.010440139701836493 -0.0097069551896894635 0.00055754161167984289 -0.0050127828319942429 0.020762840820647749 0.015687322301264711 0.0039240979651768088 0.020747779644509055 -0.011070320422876308 0.017994396879771366 -0.0044107621740795671
leaf_count=21 28 297 67 26 148 44 21 21 150 63 22 46 20 37 22 20 33 36 40 22 117 5881 621 21 20 37 21 33 25 40
internal_value=0 -0.437282 0.00719317 -0.203675 -0.341997 -0.22218 -0.049863 0.0656964 -0.0852944 0.577345 -0.423413 0.348322 1.16516 0.292706 0.476045 1.43205 0.215581 0.616297 -0.311331 0.267851 -0.70658 0.0311842 -0.161013 0.515065 -0.154454 -0.284436 0.274051 -0.283906 -0.396018 0.375652
internal_count=8000 354 7646 880 678 530 387 343 302 84 218 68 41 202 165 48 117 57 84 44 143 6766 885 108 87 777 91 70 686 65
cat_boundaries=0 1 2 3
cat_threshold=2 2 2
shrinkage=0.01


Tree=246
num_leaves=31
num_cat=0
split_feature=7 5 5 11 14 13 13 14 15 13 13 14 14 6 5 13 15 5 9 13 13 9 18 11 16 13 14 16 13 13
split_gain=2.54044 2.66124 4.06128 5.2997 5.9369 4.00462 6.86339 5.73371 5.36327 4.74628 3.92805 3.46708 5.50492 4.87488 4.75919 3.48526 3.77582 4.20728 3.10085 4.35504 4.90176 8.80395 4.82797 5.38125 4.20506 5.67632 4.02482 3.52158 3.02601 3.5056
threshold=2.5000000000000004 -18480.999999999996 -17595.499999999996 -10629.499999999998 41235.750000000007 274905.00000000006 114120.00000000001 28671.750000000004 0.72230000000000016 56753.820000000007 47274.975000000006 16569.000000000004 17174.250000000004 0.028450000000000007 -20155.499999999996 114120.00000000001 0.83340000000000003 -20972.499999999996 -647.49999999999989 245441.25000000003 198177.75000000003 -1494.4999999999998 0.0072500000000000004 -568.49999999999989 13.500000000000002 472477.50000000006 31270.500000000004 17.500000000000004 116997.75000000001 16363.440000000001
decision_type=2 2 2 2 2 10 10 2 10 10 8 2 2 10 2 8 10 2 8 10 8 10 10 2 8 10 2 8 8 10
left_child=1 11 3 -3 5 6 8 -8 9 10 -5 14 -13 18 15 16 17 -1 19 20 22 26 23 28 -20 27 -22 -26 29 -14
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 24 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.010513731547538093 0.0070831715276452722 0.02262820401851796 2.3256991160200757e-05 -0.0012666887585563913 -0.0082779072697396188 -0.0040086588860860362 0.0058737963233301202 0.025615649231812265 0.016267882995398806 -0.010886490364531418 0.012511589083728313 0.012151769378162069 -0.010613167299706299 -0.008144053805124998 -0.010662700204910074 0.0018415993328914425 0.015289005280454364 0.006629655055471269 -0.005844955199136595 -0.0071826074244988429 0.010656788989557426 -0.005090429634393108 -0.010492081196793315 0.014750814798177888 0.015413501532752224 0.018214949156153026 0.039508624391926227 0.0013036061123521234 -0.0072706035591520455 0.002189006680890988
leaf_count=199 47 21 4946 72 74 62 43 33 33 45 34 45 50 227 175 255 20 33 99 240 20 41 121 34 26 30 20 434 139 382
internal_value=0 -0.00886386 0.0278156 0.382643 0.288983 0.474425 0.660522 1.57035 0.288444 0.00995178 0.372664 -0.133763 -0.0432114 -0.0867311 -0.424116 -0.187702 -0.596745 -0.759544 -0.0177799 -0.183009 -0.0196957 1.06348 -0.138242 0.0157872 0.19368 0.332491 2.55022 0.217096 -0.109506 0.0712761
internal_count=8000 7953 5363 417 396 322 260 76 184 151 106 2590 1908 1863 682 507 252 232 1636 1047 807 81 726 605 589 490 40 460 571 432
shrinkage=0.01


Tree=247
num_leaves=31
num_cat=2
split_feature=3 13 9 18 15 7 9 5 5 13 14 18 9 14 14 14 8 17 19 9 11 14 9 16 18 2 5 5 14 5
split_gain=2.52052 5.64464 4.48987 2.97387 3.24061 3.06104 3.71082 6.26876 10.9807 5.68806 3.70835 3.73738 4.04563 3.47924 3.43657 7.74667 3.89314 4.44535 5.69828 4.13914 3.77662 4.29544 6.68371 3.53769 3.78021 3.342 6.76552 5.13621 5.81825 7.17007
threshold=0 311337.00000000006 -975.49999999999989 0.046250000000000006 0.90525000000000011 1.0000000180025095e-35 -490.49999999999994 -20745.499999999996 -20605.499999999996 22502.250000000004 8689.5000000000018 0.012250000000000002 -665.49999999999989 14388.750000000002 57611.250000000007 59942.250000000007 1.0000000180025095e-35 0.042800000000000012 3.5000000000000004 -2890.4999999999995 -6486.4999999999991 20686.500000000004 -1275.4999999999998 3.5000000000000004 0.044350000000000007 1 -10765.999999999998 -10462.499999999998 30084.750000000004 -11669.999999999998
decision_type=9 8 10 10 10 2 8 2 2 8 2 10 10 2 2 2 8 10 2 10 2 2 10 10 8 1 2 2 2 2
left_child=1 2 -1 4 5 6 7 -2 -9 13 -7 -12 -13 -8 16 -16 17 18 19 -10 -19 22 -22 24 -17 27 -27 28 29 -21
right_child=3 -3 -4 -5 -6 10 9 8 14 -11 11 12 -14 -15 15 23 -18 20 -20 25 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0091725706875236453 -0.0049350501216434261 0.01752778622073865 -0.0076875734982305138 -0.0030004463552902815 -0.0072981948145026008 0.014558277576934217 -0.0057382055463090611 0.025353122360715824 0.011789041798831518 0.00042814975602075708 0.00093840015740676052 0.0026525647504744717 0.020068217576635447 0.0092771218997155756 0.022789169090416374 -0.0047640510630233088 0.011513456377024381 -0.010651443745617176 -0.0046326629264986357 -0.00039513815157059707 -0.0058040377024419533 -0.0052681025781822037 0.020651422057015475 -0.010631975826552091 0.016254847546279656 -0.00026659815240644114 -0.0087599661336309146 0.0063243566891561511 0.0030809488742615378 -0.010313970395147656
leaf_count=58 809 38 39 618 122 31 22 28 40 1986 689 44 22 96 25 31 32 160 373 793 34 198 22 39 20 705 121 145 576 84
internal_value=0 0.348758 0.152998 -0.0144977 0.00334576 0.0115053 -0.0184862 -0.0913348 -0.0353676 0.0915637 0.202015 0.161426 0.944864 0.724457 -0.0528391 0.615033 -0.0740286 -0.0875271 -0.0420477 0.0223564 -0.507385 -0.209793 0.703452 -0.00844155 0.609013 0.00271303 -0.186367 0.101374 0.0192184 -0.178337
internal_count=8000 135 97 7865 7247 7125 6339 4235 3426 2104 786 755 66 118 3398 115 3283 3251 2837 2464 414 254 56 90 51 2424 826 1598 1453 877
cat_boundaries=0 1 2
cat_threshold=17 2
shrinkage=0.01


Tree=248
num_leaves=31
num_cat=1
split_feature=11 18 6 14 11 15 13 11 11 9 9 11 9 0 18 5 5 11 13 5 13 14 17 13 13 14 9 11 9 16
split_gain=2.48591 3.26631 6.88928 2.82632 3.96016 3.30269 3.1341 3.33756 4.13842 4.50912 4.21703 3.77649 4.79247 4.81256 3.09547 2.72309 7.26688 5.21887 2.69356 3.55677 2.63705 2.55402 5.95396 5.10937 3.70615 4.16928 3.50556 4.74841 5.92025 3.8906
threshold=-11707.999999999998 0.010350000000000002 0.32790000000000002 13286.250000000002 -7570.4999999999991 0.67005000000000015 51309.000000000007 -6534.4999999999991 -2473.4999999999995 -878.49999999999989 -433.49999999999994 -5361.4999999999991 -1188.4999999999998 0 0.0046500000000000005 -20895.499999999996 -22758.499999999996 -8413.4999999999982 122121.00000000001 -17676.499999999996 1.0000000180025095e-35 43274.250000000007 0.92000000000000004 5625.0000000000009 77195.250000000015 68537.250000000015 -1155.4999999999998 -5923.9999999999991 -1535.4999999999998 3.5000000000000004
decision_type=2 8 8 2 2 10 8 2 2 10 10 2 8 1 10 2 2 2 8 2 10 2 8 8 8 2 8 2 8 10
left_child=1 2 -1 4 14 6 20 -8 9 11 -11 -9 -13 -14 15 16 -2 18 19 -17 -6 -5 -23 -24 -25 26 27 -26 29 -29
right_child=3 -3 -4 21 5 -7 7 8 -10 10 -12 12 13 -15 -16 17 -18 -19 -20 -21 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0069981113935686417 -0.0025937064693108019 -0.0080507400258907486 0.018138830234191286 0.00059158336628096879 0.0029556773102485208 -0.0094652016564289853 -0.010862361565325199 0.021610065963840856 -0.0039109677800758845 -0.01091869436359824 0.0061583705275103685 -0.0065683554754013586 0.020536722236433432 -0.00068950451711040838 -0.010573623042545334 -0.010865861723290069 0.032055179339693825 0.013468024968008188 -0.010832687452954371 0.010247402484368133 -0.0096835527748695034 -0.004560960156228545 0.013815800856983361 -0.0054863828939222268 -0.0053343926557652618 -0.01103026837278726 0.00057530046402103519 0.014298352465760023 0.026658494315113242 -0.0053666060073243168
leaf_count=85 28 233 36 5700 26 148 44 24 156 45 33 35 30 20 37 22 20 33 40 22 117 567 27 122 34 32 205 31 20 28
internal_value=0 -0.43361 0.238103 0.00711978 -0.201478 -0.339271 -0.219963 -0.0495406 0.064792 0.422726 -0.256831 0.889777 0.536958 1.14606 0.291183 0.471215 1.40989 0.213311 -0.308477 0.266871 -0.702639 0.030782 -0.144233 0.121856 0.0170937 0.200375 0.318861 0.860909 1.28395 0.590299
internal_count=8000 354 121 7646 880 678 530 387 343 187 78 109 85 50 202 165 48 117 84 44 143 6766 1066 499 472 350 318 113 79 59
cat_boundaries=0 1
cat_threshold=1
shrinkage=0.01


Tree=249
num_leaves=31
num_cat=4
split_feature=17 15 14 5 6 0 3 16 4 9 17 5 9 2 5 16 15 6 16 11 15 19 9 9 11 11 13 13 13 9
split_gain=2.47433 3.33696 4.07505 3.87469 2.61855 2.54858 3.46918 3.5718 3.40894 3.34665 3.78752 3.77981 4.22704 7.49804 3.22027 4.78952 4.40209 4.2705 3.80999 6.18462 3.74744 3.61489 3.48347 6.14795 4.53297 3.58425 4.50689 8.98237 4.7857 3.68429
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0.14295000000000002 0 1 4.5000000000000009 2 -818.49999999999989 0.14200000000000004 -12892.499999999998 -1445.4999999999998 3 -15983.499999999998 8.5000000000000018 0.83995000000000009 0.0014500000000000001 29.500000000000004 -467.99999999999994 0.94445000000000012 2.5000000000000004 -483.49999999999994 -411.49999999999994 -13239.499999999998 -1647.9999999999998 156663.04500000001 133759.17000000001 25951.500000000004 -1364.4999999999998
decision_type=10 10 2 2 8 1 9 8 1 8 8 2 10 1 2 8 8 8 8 2 10 2 8 8 2 2 8 10 10 10
left_child=5 -2 3 -3 -5 -1 7 -7 9 10 -9 12 13 -12 20 16 -16 -17 19 -19 22 -18 25 -24 -25 -10 27 28 -27 -30
right_child=1 2 -4 4 -6 6 -8 8 14 -11 11 -13 -14 -15 15 17 21 18 -20 -21 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.00088122446313162529 -0.010521661352247223 -0.010377906101512463 -0.0080680067698629607 0.00032296403977885758 0.016313840118846016 -0.0054764231199774588 -0.002683331461095347 -0.0081976229508806293 -0.0034263060410856241 -0.0085969150818780704 -0.010599730256037334 -0.0069075847701255341 0.020399763465251901 0.020519461738695375 -0.0049168278482355126 -0.0091845450303483754 0.0046718922513214649 -0.0054897000144853159 0.0019227390720822958 0.013259764087600639 0.017963553761500158 0.020775305169319785 0.0150742894066676 0.022126297091947147 -0.000410396724582415 0.016473711522793425 -0.0059271623545245336 0.032978595725188187 -0.010634820177405763 0.0067976651135755808
leaf_count=2620 122 39 105 26 24 224 896 72 1191 116 39 24 32 22 27 47 34 202 1275 20 23 37 44 21 509 27 71 20 53 38
internal_value=0 -0.406529 -0.0570791 0.509327 0.967476 0.00775089 -0.0477991 -0.00111461 0.0214895 -0.379676 -0.0253808 0.395742 0.865908 0.168769 0.0521479 0.144135 0.934193 0.104662 0.133198 -0.320007 -0.0838097 1.35664 -0.102991 0.151431 0.0231034 -0.2361 0.262123 0.705318 0.263066 -0.253494
internal_count=8000 316 194 89 50 7684 5064 4168 3944 305 189 117 93 61 3639 1642 98 1544 1497 222 1997 71 1974 574 530 1400 209 138 118 91
cat_boundaries=0 1 2 3 4
cat_threshold=2 73 4 2
shrinkage=0.01


Tree=250
num_leaves=31
num_cat=0
split_feature=7 5 5 15 5 16 14 9 5 15 9 13 5 13 11 6 17 11 5 11 5 5 18 9 5 14 7 11 13 15
split_gain=2.46959 2.55534 5.97768 3.33323 3.29434 7.00317 9.74236 4.78081 5.46591 4.00556 4.6316 5.51169 6.96213 5.4597 5.98481 8.21991 7.3188 6.09906 4.75963 7.17894 3.99632 5.27903 8.15225 6.69072 3.18837 4.07763 3.14715 3.06788 2.90448 2.84508
threshold=2.5000000000000004 -19736.499999999996 -20155.499999999996 0.8791500000000001 -20745.499999999996 17.500000000000004 39919.500000000007 -2507.4999999999995 -20679.999999999996 0.94445000000000012 -596.49999999999989 54915.30000000001 -22923.499999999996 140155.20000000004 -9663.4999999999982 0.0022500000000000007 0.12320000000000002 -4507.4999999999991 -22319.499999999996 -2296.4999999999995 -21364.999999999996 -21818.999999999996 0.0034500000000000004 -1650.4999999999998 -20467.499999999996 26088.750000000004 1.0000000180025095e-35 -3066.4999999999995 1220625.0000000002 0.64390000000000003
decision_type=2 2 2 10 2 8 2 8 2 10 8 8 2 8 2 10 8 2 2 2 2 2 10 10 2 2 2 2 10 8
left_child=1 2 4 28 9 -6 7 -7 -9 10 20 12 -12 -13 15 16 -15 -16 19 -19 21 29 -23 -24 -10 -26 -5 -20 -3 -1
right_child=-2 3 -4 26 5 6 -8 8 24 -11 11 13 -14 14 17 -17 -18 18 27 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0085174731871358114 0.0069671343511493187 0.00047230956681410267 -0.0081468320762331878 -0.0091412990545804464 -0.010631209944759757 0.022475513979472089 0.032066551105559768 0.020123121198274637 -0.01057583970662631 0.017825964827750288 -0.010633655732762919 -0.0088775195114049934 0.020430438975261141 0.03957146139790358 -0.010654584160695129 -0.010442463028291087 0.0094447801157829976 -0.0046524229847243895 0.0068373408113370261 0.022836080190839145 -0.01047647164721925 -0.00097814558624650699 0.041841266179938781 0.0023460029076025836 -0.0062204821369686927 0.013305487197237332 0.0039908043020723339 -0.010848799083029312 -0.0036677603961805527 -0.0054374037147289448
leaf_count=30 47 5538 257 153 57 20 22 21 60 22 20 118 37 20 89 36 54 26 20 31 192 116 20 20 44 31 28 40 249 582
internal_value=0 -0.00876945 -0.159923 0.02035 -0.0625695 0.385542 0.739424 0.379754 0.112624 -0.15262 -0.183068 0.136155 1.25236 -0.0462689 0.232603 1.16377 1.91615 -0.135201 0.388189 1.17124 -0.399862 -0.245079 0.527046 2.40597 -0.230605 0.312407 -0.56883 -0.370049 0.0319721 -0.457606
internal_count=8000 7953 1985 5968 1728 255 198 176 156 1473 1451 491 57 434 316 110 74 206 117 57 960 768 156 40 135 75 181 60 5787 612
shrinkage=0.01


Tree=251
num_leaves=31
num_cat=2
split_feature=3 18 14 11 11 9 14 11 2 11 11 19 5 18 14 17 13 9 16 14 13 14 16 11 13 9 14 6 6 14
split_gain=2.45814 5.50772 3.48161 3.06476 2.90425 3.21869 2.89017 4.34854 3.29339 3.22663 7.61278 4.2056 3.60102 3.09645 3.08017 5.65557 5.21556 3.34519 4.9876 3.17448 3.57938 3.56067 3.63611 3.16144 3.14758 4.81306 3.93351 3.8853 4.70441 4.52351
threshold=0 0.0028500000000000005 14337.000000000002 -4437.4999999999991 -11707.999999999998 -2818.4999999999995 13286.250000000002 -7570.4999999999991 1 -3797.4999999999995 -2559.4999999999995 2.5000000000000004 -11780.999999999998 0.0046500000000000005 43274.250000000007 0.92000000000000004 5625.0000000000009 -35.499999999999993 20.500000000000004 42907.500000000007 1118250.0000000002 23213.250000000004 13.500000000000002 -4989.9999999999991 1.0000000180025095e-35 -539.49999999999989 24248.250000000004 0.00085000000000000017 0.0035500000000000006 30530.250000000004
decision_type=9 10 2 2 2 8 2 2 1 2 2 2 2 10 2 8 8 8 8 2 10 2 8 2 8 8 2 8 8 2
left_child=1 2 -1 -4 5 -2 7 13 -9 12 -11 -12 -10 -6 19 17 -17 -16 -19 20 24 22 -22 -20 25 -8 -27 -26 29 -29
right_child=4 -3 3 -5 6 -7 14 8 9 10 11 -13 -14 -15 15 16 -18 18 23 -21 21 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=0.017269678675272154 0.014543050175664794 0.02130811100993529 -0.0074882319935650147 0.0064857082834868301 0.0048018083308421482 -0.0062064079894166022 -0.0075428640767462871 -0.0056958019501136357 -0.010924756693822082 0.017999924113469165 -0.0083709197105456597 0.0098276444425506732 0.0028785567347834173 -0.010568300067342025 -0.0063087820268647263 0.013537154036118984 -0.00019952303091497523 -0.010838962385355649 -0.0037596886210961473 0.012895290694555802 -0.010840240954477505 -0.0073469745088735284 0.0083327241553490996 0.014949739534456869 -0.0049767270498806268 0.011933146146162747 -0.004806537041847754 0.0025966589282524519 0.00081099505484724904 0.017375218527896953
leaf_count=20 21 25 49 41 163 323 152 447 66 35 59 24 32 37 482 27 467 34 21 27 22 166 40 27 169 29 29 62 4875 29
internal_value=0 0.343929 0.303464 -0.0142025 -0.0143489 -0.489281 -0.00397048 -0.21725 -0.364538 -0.00308467 0.423063 -0.231857 -0.47384 0.299859 0.0200952 -0.173231 0.0878357 -0.478909 0.195372 0.0515829 0.0456896 -0.419934 0.291377 0.844696 0.0634406 -0.365041 0.385851 0.08105 0.097805 0.82096
internal_count=8000 135 110 90 7865 344 7521 863 663 216 118 83 98 200 6658 1058 494 564 82 5600 5573 228 62 48 5345 210 58 5135 4966 91
cat_boundaries=0 1 2
cat_threshold=17 2
shrinkage=0.01


Tree=252
num_leaves=31
num_cat=0
split_feature=7 5 5 11 14 13 13 14 15 13 13 14 14 6 5 13 14 9 13 13 11 11 18 11 16 13 16 13 13 13
split_gain=2.41671 2.50335 3.9863 5.13665 5.78032 3.88333 6.56924 5.40958 5.20307 4.65984 3.77881 3.37322 5.33528 4.78261 4.75875 3.39454 3.75658 2.9569 4.29934 4.78983 8.49623 13.3869 4.77923 5.15056 4.07229 5.48164 3.39212 2.9917 3.46302 6.64989
threshold=2.5000000000000004 -18480.999999999996 -17595.499999999996 -10629.499999999998 41235.750000000007 274905.00000000006 114120.00000000001 28671.750000000004 0.72230000000000016 56753.820000000007 47274.975000000006 16569.000000000004 17174.250000000004 0.028450000000000007 -20155.499999999996 114120.00000000001 8358.7500000000018 -647.49999999999989 245441.25000000003 198177.75000000003 -4825.4999999999991 -9474.4999999999982 0.0072500000000000004 -568.49999999999989 13.500000000000002 472477.50000000006 17.500000000000004 116997.75000000001 16363.440000000001 29497.500000000004
decision_type=2 2 2 2 2 10 10 2 10 10 8 2 2 10 2 8 2 8 10 8 2 2 10 2 8 10 8 8 10 10
left_child=1 11 3 -3 5 6 8 -8 9 10 -5 14 -13 17 15 16 -1 18 19 22 21 -21 23 27 -19 26 -26 28 -14 -30
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11 -12 12 13 -15 -16 -17 -18 24 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.008257872018634916 0.0068799843572254736 0.022189741758714882 1.5546379483141525e-05 -0.0012639855992291318 -0.0082410189096508921 -0.0039755555463535574 0.0057661999937528331 0.024818805951859403 0.015945553590625015 -0.010877257146000349 0.012203614486342858 0.011927552577072127 -0.010605939263302304 -0.0081046479727537243 -0.010655095508609023 0.0018422149789888017 -0.008364988677511058 -0.0057979643092757084 -0.0071368124899086642 -0.010412868906202048 -0.010544061453850796 0.038034172211740491 -0.01048549634810551 0.014347088487056681 0.015018300669805265 0.017779215438228049 0.0012619796202571285 -0.0072324656001783536 0.013548155185580987 -0.0009633955855789971
leaf_count=38 47 21 4946 72 74 62 43 33 33 45 34 45 50 227 175 255 214 99 240 24 28 29 121 34 26 30 434 139 67 315
internal_value=0 -0.00868189 0.0268275 0.378047 0.28549 0.466982 0.64907 1.53205 0.283952 0.00855793 0.365375 -0.130152 -0.0409174 -0.0840679 -0.418091 -0.181441 -0.589571 -0.0160771 -0.17824 -0.0161514 1.05121 2.11706 -0.134162 0.0184835 0.189845 0.325477 0.211684 -0.105461 0.0740213 0.220008
internal_count=8000 7953 5363 417 396 322 260 76 184 151 106 2590 1908 1863 682 507 252 1636 1047 807 81 53 726 605 589 490 460 571 432 382
shrinkage=0.01


Tree=253
num_leaves=31
num_cat=4
split_feature=17 15 14 5 6 0 3 16 4 9 17 5 9 2 15 15 15 5 9 11 9 6 6 11 11 5 13 16 11 9
split_gain=2.41147 3.32591 3.99361 3.79002 2.50542 2.48242 3.40842 3.49856 3.34835 3.32176 3.72333 3.68445 4.02351 7.26102 3.17966 3.96136 3.45985 3.14382 5.6954 5.82125 4.02563 3.62021 3.99133 6.40661 4.24629 7.21849 5.69993 5.22167 4.3151 3.98585
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0.14295000000000002 0 1 4.5000000000000009 2 -818.49999999999989 0.14200000000000004 -12892.499999999998 -1445.4999999999998 3 0.54915000000000014 0.61775000000000013 0.64390000000000003 -22132.999999999996 -1084.4999999999998 -13239.499999999998 -2890.4999999999995 0.0010500000000000004 0.0033500000000000001 -6486.4999999999991 -9072.9999999999982 -21700.499999999996 19967.737500000003 9.5000000000000018 -415.99999999999994 -222.49999999999997
decision_type=10 10 2 2 8 1 9 8 1 8 8 2 10 1 8 8 8 2 8 2 8 8 8 2 2 2 8 10 2 10
left_child=5 -2 3 -3 -5 14 7 -7 9 10 -9 12 13 -12 -1 -16 -17 18 -10 -20 -19 -22 23 -23 25 -24 -27 29 -29 -26
right_child=1 2 -4 4 -6 6 -8 8 17 -11 11 -13 -14 -15 15 16 -18 20 19 -21 21 22 24 -25 27 26 -28 28 -30 -31
leaf_value=-0.011270977038209251 -0.010516233191517774 -0.010375605123864382 -0.0080316639672083651 0.00034560471688685474 0.015960285897923459 -0.0054381377167335623 -0.0026617423760775228 -0.0081700785995420088 -0.0092902564172608424 -0.0085739484570440741 0.019929980918429971 -0.0068713947816536024 0.019828640645729464 -0.010592882233351234 0.012744575943588958 -0.011107127789008487 0.00096238059764790944 0.013769684970266627 0.02173733130826308 -0.0010705335676758504 -0.0066335679226727272 0.02393541579490216 0.018512742933293209 0.00093333492111452891 0.0012124085257487276 0.0092415733452065468 -0.0072142148594793714 -0.0051278514829089707 0.0090305029338790706 0.0060422206409510059
leaf_count=27 122 39 105 26 24 224 896 72 239 116 22 24 32 39 26 31 2536 32 29 245 101 20 35 37 2039 35 338 286 28 175
internal_value=0 -0.402716 -0.0538443 0.503966 0.952847 0.00761086 -0.0472592 -0.0010177 0.0212896 -0.376998 -0.0244555 0.390843 0.851314 0.167645 0.0868952 0.0981175 0.0835554 0.0516289 -0.313143 0.114165 0.0851015 0.0718886 0.0929799 0.963395 0.0727741 -0.358627 -0.516516 0.117153 -0.351168 0.172596
internal_count=8000 316 194 89 50 7684 5064 4168 3944 305 189 117 93 61 2620 2593 2567 3639 513 274 3126 3094 2993 57 2936 408 373 2528 314 2214
cat_boundaries=0 1 2 3 4
cat_threshold=2 73 4 1
shrinkage=0.01


Tree=254
num_leaves=31
num_cat=2
split_feature=3 13 9 11 9 9 14 11 2 11 11 19 5 18 14 17 13 13 6 11 11 13 9 13 11 9 14 13 14 16
split_gain=2.40893 5.34283 4.35078 2.84958 3.16229 2.82557 2.82438 4.28658 3.24661 3.16208 7.34092 4.11382 3.56554 3.04157 2.99301 5.54792 5.075 3.30371 5.88177 3.60616 8.12335 3.13995 4.39 4.78928 3.62585 3.60483 3.07203 3.50888 3.5103 3.55427
threshold=0 311337.00000000006 -975.49999999999989 -11707.999999999998 -2818.4999999999995 -2081.4999999999995 13286.250000000002 -7570.4999999999991 1 -3797.4999999999995 -2559.4999999999995 2.5000000000000004 -11780.999999999998 0.0046500000000000005 43274.250000000007 0.92000000000000004 5625.0000000000009 67547.250000000015 0.13050000000000003 -5134.4999999999991 -3314.4999999999995 77195.250000000015 -1155.4999999999998 152790.75000000003 -5923.9999999999991 -2335.9999999999995 42907.500000000007 1118250.0000000002 23213.250000000004 13.500000000000002
decision_type=9 8 10 2 8 10 2 2 1 2 2 2 2 10 2 8 8 10 8 2 2 8 8 8 2 10 2 10 2 8
left_child=1 2 5 4 -2 -1 7 13 -9 12 -11 -12 -10 -5 26 17 -17 18 19 -16 -21 -18 23 -23 -25 -26 27 -8 29 -29
right_child=3 -3 -4 6 -6 -7 14 8 9 10 11 -13 -14 -15 15 16 21 -19 -20 20 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0030275845921136808 0.014305294002675452 0.016919930613340215 -0.0076694392862071917 0.0047527790579294524 -0.0061763115837101491 0.015615339134137214 0.00062481830797596924 -0.0056631617281781765 -0.010916022628215153 0.017562894968260041 -0.0083434147069862373 0.0096234403060678209 0.0028400543980252467 -0.010560892294933288 -0.0043581876218820731 0.013308122862036158 -0.0054271606191717801 -0.0075230940763301871 -0.0090361903511216018 0.021358344390033954 -0.0034465177121911529 0.019964583558441197 -0.001295904169105252 -0.010676404952699524 0.019161322276614563 0.00093596469063470954 0.012620763786283198 -0.010830005908485589 -0.0073164909685160141 0.0081823649627952195
leaf_count=22 21 38 39 163 323 36 5345 447 66 35 59 24 32 37 52 27 121 344 96 29 43 30 227 27 25 37 27 22 166 40
internal_value=0 0.34009 0.146068 -0.0142403 -0.48602 0.890214 -0.00398508 -0.215127 -0.361857 -0.00325333 0.417107 -0.230137 -0.471088 0.297901 0.0197804 -0.171084 0.0870173 -0.475198 -0.107783 0.421979 0.92391 -0.0197039 0.150796 0.740405 0.294874 0.716114 0.0507762 0.0449492 -0.41709 0.287615
internal_count=8000 135 97 7865 344 58 7521 863 663 216 118 83 98 200 6658 1058 494 564 220 124 72 467 346 119 89 62 5600 5573 228 62
cat_boundaries=0 1 2
cat_threshold=17 2
shrinkage=0.01


Tree=255
num_leaves=31
num_cat=1
split_feature=7 3 18 14 11 5 5 14 13 15 13 14 14 9 14 17 11 16 6 5 19 18 16 7 5 18 18 14 13 9
split_gain=2.36608 2.43506 5.18053 3.32407 2.9909 2.70886 4.79512 5.04577 5.28191 7.26666 6.22958 4.84561 4.22209 3.83549 3.75133 3.03688 4.41868 4.32045 4.19705 3.75234 3.84996 6.32351 4.76904 4.85931 3.72937 3.62273 6.05971 4.2397 5.77015 3.36159
threshold=2.5000000000000004 0 0.0028500000000000005 14337.000000000002 -4437.4999999999991 -18480.999999999996 -17595.499999999996 44750.250000000007 274905.00000000006 0.72230000000000016 114120.00000000001 31158.000000000004 22952.250000000004 -112.49999999999999 21980.250000000004 0.22820000000000004 -697.49999999999989 9.5000000000000018 0.064250000000000015 -17422.499999999996 3.5000000000000004 0.028650000000000005 10.500000000000002 1.0000000180025095e-35 -13516.499999999998 0.032450000000000007 0.027850000000000003 10210.500000000002 90002.250000000015 -2407.4999999999995
decision_type=2 9 10 2 2 2 2 2 10 10 10 2 2 10 2 8 2 8 10 2 2 8 10 2 2 8 8 2 8 8
left_child=1 2 3 -1 -5 13 7 8 9 10 12 -12 -7 -3 -11 16 17 29 -18 -17 -21 -22 23 24 -23 26 27 28 -19 -8
right_child=-2 5 -4 4 -6 6 15 -9 -10 14 11 -13 -14 -15 -16 19 18 25 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016701824763390972 0.0067966934207293606 -0.0018302030514491922 0.020501467141927718 -0.0074712398128280108 0.0063226245787404989 0.0087031183797121187 0.0043503764417283869 -0.0076620501072075702 -0.0043095951781300327 0.0099267198745163817 0.0047139930308841326 0.024428899416959773 -0.003099139036991085 0.007310855857358604 0.029903320065420895 -0.0088958833608244504 -0.0073899040062382513 0.022642716720258499 0.010827468405848899 0.0012038782808935946 0.015968904892843888 -0.0084298399994952779 -0.0097346607561857989 0.0087172891318269691 -0.0002921131442905335 -0.003032212523067485 0.018343856286123238 0.00023879941480579346 -0.0013753026495940764 -0.0066913619519026451
leaf_count=20 47 2468 25 49 41 58 56 61 69 26 35 25 105 63 28 59 219 21 20 2430 26 122 113 35 185 359 24 906 26 279
internal_value=0 -0.00862289 0.335847 0.294344 -0.0178134 -0.0201316 0.01652 0.405682 0.551399 0.755989 0.491615 1.44166 0.127078 -0.148859 2.01969 -0.0113168 -0.125864 -0.0626042 -0.596744 0.0528625 0.0679008 -0.213572 -0.298851 -0.118117 -0.27725 0.0149721 0.117895 0.0756585 1.0794 -0.488491
internal_count=8000 7953 135 110 90 7818 5287 407 346 277 223 60 163 2531 54 4880 1910 1671 239 2970 2911 481 455 342 307 1336 977 953 47 335
cat_boundaries=0 1
cat_threshold=17
shrinkage=0.01


Tree=256
num_leaves=31
num_cat=3
split_feature=17 15 14 13 9 0 3 16 16 5 17 16 11 6 6 11 13 11 11 2 6 13 9 9 5 17 9 14 11 11
split_gain=2.37566 3.30035 3.91106 3.72449 2.55233 2.43411 3.35694 3.41546 3.33465 6.27876 4.98745 4.82396 7.57149 3.6319 4.38383 5.00669 7.32887 3.45744 6.23665 9.70731 4.33972 4.43634 3.97175 5.59239 7.38641 5.4699 6.05924 5.33334 4.55232 3.98308
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 63110.250000000007 -895.49999999999989 0 1 4.5000000000000009 8.5000000000000018 -12783.999999999998 0.16400000000000003 28.500000000000004 -415.99999999999994 0.00065000000000000008 0.0030500000000000002 -5264.4999999999991 99942.750000000015 -5408.9999999999991 -5102.4999999999991 2 0.055400000000000012 90002.250000000015 -563.49999999999989 -418.49999999999994 -16766.499999999996 1.0000000180025095e-35 -2048.4999999999995 11776.500000000002 -9474.4999999999982 -13239.499999999998
decision_type=10 10 2 10 10 1 9 8 8 2 8 8 2 8 8 2 8 2 2 1 8 10 8 8 2 8 8 2 2 2
left_child=5 -2 3 -3 -5 -1 7 -7 9 -9 -11 12 -10 -13 15 16 -15 22 19 -19 21 -20 25 24 -24 27 -27 -16 -29 -25
right_child=1 2 -4 4 -6 6 -8 8 11 10 -12 13 -14 14 17 -17 -18 18 20 -21 -22 -23 23 29 -26 26 -28 28 -30 -31
leaf_value=0.00086010037531966677 -0.010511202115607646 0.014990933594620859 -0.0080062632539488667 -0.010750909905512408 0.0068670446629824971 -0.0053934843658526403 -0.0026436931785882366 -0.0012034625406110839 -0.0058195933589436687 0.00012688967212138349 0.02076725761868245 -0.0067646900077399444 0.012576688618119511 0.0010666338612114123 0.018490979314055127 -0.00095223805977669997 0.030146368747491936 0.018074170152057794 0.00073613772744805632 -0.0069121847678370041 0.0015563893340055418 -0.0087141675148825846 -0.0024232914906966532 0.018869520845086862 0.020915461670603566 0.00023995482605010005 -0.008763525187071743 -0.010620469018105989 0.0028524063654840558 -0.0013230206949865772
leaf_count=2620 122 27 105 35 27 224 896 127 399 25 33 115 27 21 32 36 20 55 154 28 1411 147 46 22 31 230 388 77 168 352
internal_value=0 -0.400593 -0.0537876 0.495036 -0.179397 0.00752523 -0.0468436 -0.000978339 0.0209879 0.548014 1.36441 -0.00184929 -0.408843 0.0427845 0.063885 0.882167 1.68661 0.0408414 0.130598 1.03359 0.0839606 -0.345982 -0.129511 0.154927 1.06611 -0.308466 -0.545066 0.174231 -0.0278949 -0.0487517
internal_count=8000 316 194 89 62 7684 5064 4168 3944 185 58 3759 426 3333 3218 77 41 3141 1795 83 1712 301 1346 451 77 895 618 277 245 374
cat_boundaries=0 1 2 3
cat_threshold=2 73 2
shrinkage=0.01


Tree=257
num_leaves=31
num_cat=1
split_feature=11 18 6 14 11 15 13 11 11 13 19 2 9 9 18 13 5 5 11 13 5 7 14 14 9 11 16 13 11 13
split_gain=2.347 3.22954 6.47045 2.69978 3.7616 3.28429 3.08965 3.27572 4.0679 4.78769 5.29006 4.88789 3.68366 3.03806 2.93801 2.64427 2.64072 6.82069 5.00831 2.61667 3.36245 2.45881 3.27783 5.87441 4.58366 5.25196 4.02871 3.71082 5.82967 4.86518
threshold=-11707.999999999998 0.010350000000000002 0.32790000000000002 13286.250000000002 -7570.4999999999991 0.67005000000000015 51309.000000000007 -6534.4999999999991 -5408.9999999999991 58322.250000000007 1.5000000000000002 0 -1139.4999999999998 -828.49999999999989 0.0046500000000000005 1.0000000180025095e-35 -20895.499999999996 -22758.499999999996 -8413.4999999999982 122121.00000000001 -17676.499999999996 1.0000000180025095e-35 31664.250000000004 30451.500000000004 -1480.4999999999998 -1721.4999999999998 4.5000000000000009 336332.25000000006 -3649.9999999999995 81130.72500000002
decision_type=2 8 8 2 2 10 8 2 2 10 2 1 10 8 10 10 2 2 2 8 2 2 2 2 10 2 10 10 2 10
left_child=1 2 -1 4 14 6 15 -8 13 10 -10 -11 -13 -9 16 -6 17 -2 19 20 -18 -5 23 26 25 -24 27 29 -29 -23
right_child=3 -3 -4 21 5 -7 7 8 9 11 -12 12 -14 -15 -16 -17 18 -19 -20 -21 -22 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0069102554157439771 -0.0026112343453593978 -0.0079950015413630133 0.017361734203572732 2.4811156156854622e-05 0.0030522596592048967 -0.0094385098783394111 -0.010841944598713708 0.021407071851032501 0.020041603329852348 -0.0086298868968672331 0.00078679353787295596 -0.010804929152728539 0.0081234477615463475 0.0015705747482567115 -0.010561152327781216 -0.0096560666187007881 -0.010857175388082311 0.030673662956741198 0.012956669070138701 -0.010831486051645944 0.0096834653078653413 0.0055546790769754944 -0.0012257054939944171 0.017986065042902333 -0.0058545934569152903 0.01489344123674652 -0.0026646752880542758 0.024520610893494808 0.0025260809625100196 -0.003097407491000021
leaf_count=85 28 233 36 6025 26 148 44 21 21 150 63 22 46 20 37 117 22 20 33 40 22 204 79 27 132 25 120 21 25 108
internal_value=0 -0.424526 0.243146 0.00680388 -0.197676 -0.333232 -0.214256 -0.0450672 0.0674572 -0.0822059 0.562157 -0.417056 0.333624 1.14272 0.280593 -0.696915 0.452131 1.36827 0.198303 -0.314952 0.247273 0.0298831 0.204437 0.342887 -0.134999 0.368562 0.261432 0.424095 1.23502 0.296506
internal_count=8000 354 121 7646 880 678 530 387 343 302 84 218 68 41 202 143 165 48 117 84 44 6766 741 505 236 104 478 358 46 312
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=258
num_leaves=31
num_cat=4
split_feature=17 15 14 5 0 3 16 4 9 17 5 9 2 15 15 15 5 9 11 9 6 13 6 11 11 5 13 16 11 9
split_gain=2.33682 3.27706 3.85047 3.68656 2.38881 3.30762 3.36385 3.28014 3.29626 3.65712 3.6069 3.87544 7.02653 3.1313 3.81092 3.41505 3.04944 5.63485 5.54418 3.86662 3.50648 3.84539 3.79958 5.88483 4.08238 7.05232 5.58077 5.02453 4.15696 3.8578
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0 1 4.5000000000000009 2 -818.49999999999989 0.14200000000000004 -12892.499999999998 -1445.4999999999998 3 0.54915000000000014 0.61775000000000013 0.64390000000000003 -22132.999999999996 -1084.4999999999998 -13239.499999999998 -2890.4999999999995 0.0010500000000000004 37246.500000000007 0.0033500000000000001 -6486.4999999999991 -9072.9999999999982 -21700.499999999996 19967.737500000003 9.5000000000000018 -415.99999999999994 -222.49999999999997
decision_type=10 10 2 2 1 9 8 1 8 8 2 10 1 8 8 8 2 8 2 8 8 8 8 2 2 2 8 10 2 10
left_child=4 -2 3 -3 13 6 -6 8 9 -8 11 12 -11 -1 -15 -16 17 -9 -19 -18 21 -21 23 -22 25 -24 -27 29 -29 -26
right_child=1 2 -4 -5 5 -7 7 16 -10 10 -12 -13 -14 14 15 -17 19 18 -20 20 22 -23 24 -25 27 26 -28 28 -30 -31
leaf_value=-0.011259627917735802 -0.010505906514247281 -0.010376441796793092 -0.0079854807019352821 0.0092672567811310103 -0.0053655075588686209 -0.0026264858915396017 -0.0081410539694428442 -0.0092721897964212728 -0.0085499604574722395 -0.01058687393760905 -0.0068466132440791272 0.019386333154595974 0.01933538360512389 0.012435425958274599 -0.011097896381762808 0.00094383992099678028 0.013415035903093024 0.020988952050854316 -0.001045493453495296 0.0072991441214862833 0.022783491177864674 -0.010877277383506452 0.018168680841494592 0.00093576972359281059 0.0011831764015487658 0.0090782293536405389 -0.0071697967600067485 -0.0050706439126867175 0.008761285684438333 0.0059235147945517321
leaf_count=27 122 39 105 50 224 896 72 239 116 39 24 32 22 26 31 2536 32 29 245 20 20 81 35 37 2039 35 338 286 28 175
internal_value=0 -0.398204 -0.0533527 0.488885 0.00741269 -0.0464827 -0.000977353 0.0207771 -0.374193 -0.0233893 0.385947 0.838475 0.16532 0.0851276 0.0961979 0.0818463 0.0507568 -0.309477 0.114124 0.0836349 0.0706062 -0.657131 0.0912399 0.935834 0.0714288 -0.353304 -0.511551 0.114749 -0.346308 0.168875
internal_count=8000 316 194 89 7684 5064 4168 3944 305 189 117 93 61 2620 2593 2567 3639 513 274 3126 3094 101 2993 57 2936 408 373 2528 314 2214
cat_boundaries=0 1 2 3 4
cat_threshold=2 73 4 2
shrinkage=0.01


Tree=259
num_leaves=31
num_cat=1
split_feature=18 11 15 11 5 13 9 5 15 14 11 13 5 19 9 14 11 6 11 17 19 11 14 16 16 15 7 2 13 11
split_gain=2.32078 3.23908 5.08735 3.41956 3.3567 6.18689 5.09078 4.53966 4.22608 4.37674 4.89482 13.9647 4.51512 7.00949 4.69696 4.48731 4.42214 3.65391 4.57088 3.80005 3.19702 4.98898 9.93606 5.00886 4.45485 4.27214 3.97119 3.84416 3.61761 3.69407
threshold=0.015050000000000003 -8727.4999999999982 0.82035000000000013 -1135.9999999999998 -21453.499999999996 202497.75000000003 -939.99999999999989 -18924.499999999996 0.85955000000000015 13533.750000000002 -2296.4999999999995 64831.500000000007 -10657.499999999998 1.5000000000000002 -509.49999999999994 31270.500000000004 -6294.4999999999991 0.0020500000000000002 -7417.4999999999991 0.042800000000000012 1.5000000000000002 -966.49999999999989 24720.750000000004 9.5000000000000018 11.500000000000002 0.64390000000000003 2.5000000000000004 0 1.0000000180025095e-35 -1329.9999999999998
decision_type=10 2 10 2 2 10 10 2 10 2 2 10 2 2 8 2 2 10 2 8 2 2 2 8 8 10 2 1 8 2
left_child=20 2 -2 4 5 6 -3 -6 9 -9 12 -12 16 -14 -15 -13 17 19 -19 -11 21 23 -23 -1 -25 27 -22 -24 -26 -30
right_child=1 3 -4 -5 7 -7 -8 8 -10 10 11 15 13 14 -16 -17 -18 18 -20 -21 26 22 25 24 28 -27 -28 -29 29 -31
leaf_value=-0.0069482170489304131 -0.01052369564056287 -0.010483724683075995 0.0097955070586710057 -0.0055001416347126722 -0.010512342751670112 0.026715438626990502 0.017586380873646071 -0.010690104073053564 -0.010626742490435355 -0.010875748880751266 -0.01096176946369529 0.032719248989461339 -0.0064293522745450396 0.028561628120295203 0.006598712463561405 0.0096684823174214684 -0.0052351569746542474 -0.00048474519175014671 0.02084552739889943 0.0076430403469600148 -0.00030453124648152484 -0.0024449524444663615 0.022305977392538496 0.01433571854639208 -0.011122936207346043 -0.00058866515982510729 0.0099613320535570545 0.0072023364802249303 0.0019205090655011569 -0.0086533394386213557
leaf_count=121 194 42 30 219 96 26 20 48 64 35 26 23 23 20 23 21 175 31 32 32 5379 81 37 23 35 20 30 22 1028 44
internal_value=0 -0.177008 -0.728565 -0.0900966 0.0372784 0.906087 0.0413803 -0.047241 0.0612961 0.161307 0.264351 1.14087 0.0890475 0.85154 1.63217 2.31666 -0.134018 0.418787 1.10627 -0.20729 0.0200531 0.171129 0.694252 0.0846058 0.152552 1.37086 -0.0208594 1.69955 0.112578 0.147586
internal_count=8000 1180 224 956 737 88 62 649 553 489 441 70 371 66 43 44 305 130 63 67 6820 1411 160 1251 1130 79 5409 59 1107 1072
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=260
num_leaves=31
num_cat=2
split_feature=3 13 9 18 15 7 14 18 9 9 5 5 11 13 13 8 19 17 5 13 5 9 9 13 13 9 16 5 13 0
split_gain=2.31659 5.10821 4.21865 2.75191 3.13674 2.86801 3.62029 3.60584 3.81154 3.44998 5.8635 10.4367 7.41628 5.43123 4.65899 3.34122 3.90704 4.84629 4.29342 4.22207 4.47824 7.4824 4.03012 3.26702 6.11122 6.88953 4.88436 4.00541 3.61416 3.36762
threshold=0 311337.00000000006 -975.49999999999989 0.046250000000000006 0.90525000000000011 1.0000000180025095e-35 8689.5000000000018 0.012250000000000002 -665.49999999999989 -490.49999999999994 -20745.499999999996 -20467.499999999996 -8727.4999999999982 22502.250000000004 105869.25000000001 1.0000000180025095e-35 3.5000000000000004 0.029200000000000004 -11729.499999999998 140155.20000000004 -10359.499999999998 -1275.4999999999998 -2890.4999999999995 336332.25000000006 1118250.0000000002 -588.49999999999989 39.500000000000007 -15351.499999999998 81130.72500000002 1
decision_type=9 8 10 10 10 2 2 10 10 8 2 2 2 8 10 8 2 10 2 10 2 8 10 10 10 10 8 2 10 1
left_child=1 2 -1 4 5 9 -7 23 -9 10 -2 12 -12 -11 -14 16 17 22 -18 20 21 -20 -13 26 25 27 -8 -25 29 -28
right_child=3 -3 -4 -5 -6 6 7 8 -10 13 11 15 14 -15 -16 -17 18 -19 19 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0086507519878195587 -0.0048185773913883454 0.016433754910786257 -0.0076478267908019785 -0.0029058629669669821 -0.0072397508237770922 0.014294420973954872 -0.0049391055276086747 0.0025791318245258037 0.019381463779476808 0.0070370215084134312 -0.010445158918782354 0.011735351691592365 0.03397989699132041 0.00040082900565726709 0.0077075529944239888 0.010493404065220042 -0.0063755423420292917 -0.0044837970969580764 -0.0027330566918455259 -0.011122119281110133 -0.0068318406621970711 0.022218578287488144 0.00012724083720265061 0.0258179162522927 -0.0056498751921321326 -0.0056306136596478143 0.0086536527487476936 0.0081353340034198973 -0.0027355933056426819 0.0012769897536671051
leaf_count=58 809 38 39 618 122 31 178 44 22 118 21 39 25 1986 22 33 341 434 23 23 20 22 2423 32 29 22 61 22 145 200
internal_value=0 0.332795 0.140023 -0.0140311 0.00305122 0.0110278 0.195237 0.155049 0.921304 -0.0180723 -0.0885657 -0.0348237 1.64052 0.087851 2.39465 -0.0603482 -0.072873 -0.0231299 -0.403283 0.1859 0.553436 1.07852 0.0320282 0.0884773 0.616088 1.13653 -0.00673139 1.72392 0.175241 0.376001
internal_count=8000 135 97 7865 7247 7125 786 755 66 6339 4235 3426 68 2104 47 3358 3325 2896 429 88 65 45 2462 689 105 76 584 54 406 261
cat_boundaries=0 1 2
cat_threshold=17 2
shrinkage=0.01


Tree=261
num_leaves=31
num_cat=3
split_feature=11 18 6 14 11 15 18 13 13 14 13 16 14 18 5 11 13 5 14 0 3 9 5 6 5 15 0 9 5 14
split_gain=2.29231 3.1982 6.24114 2.6542 3.69174 3.25466 3.04638 8.04093 3.75903 8.45748 4.15585 3.16199 4.7102 2.87096 2.61189 4.4196 3.41448 3.31547 2.70998 2.43636 2.38952 3.44351 6.2161 4.40627 2.8516 7.67965 3.23539 3.10767 5.22899 2.71462
threshold=-11707.999999999998 0.010350000000000002 0.32790000000000002 13286.250000000002 -7570.4999999999991 0.67005000000000015 1.0000000180025095e-35 98130.420000000013 180450.00000000003 10712.250000000002 568901.25000000012 13.500000000000002 10433.250000000002 0.0046500000000000005 -21581.499999999996 -8413.4999999999982 122121.00000000001 -23212.499999999996 10210.500000000002 0 1 -2507.4999999999995 -12892.499999999998 0.0038500000000000006 -10554.499999999998 0.70925000000000005 2 -247.49999999999997 -17676.499999999996 15014.250000000002
decision_type=2 8 8 2 2 10 8 10 8 2 8 8 2 10 2 2 8 2 2 1 9 8 2 10 2 10 1 10 2 2
left_child=1 2 -1 4 13 6 7 -6 11 -10 -11 12 -8 14 17 16 18 -2 -16 -12 21 22 23 -5 27 26 -26 29 -29 -23
right_child=3 -3 -4 20 5 -7 8 -9 9 10 19 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0068711457127274261 0.00069748137434291865 -0.0079687832941324945 0.0168950666386137 -0.007484274979738019 0.017944884755560452 -0.0094220374827343172 0.012284894765568584 -0.010889447991551775 -0.0066174866620634281 0.020733920935972591 0.010297470229456587 -0.0075335291899824713 -0.010723811089080508 -0.010552967154359379 0.010997227868833177 0.0126314950566545 -0.010818011756259863 0.02687392275894163 -0.0059781630679803313 -0.0054413595209697845 0.00053012266962404095 0.0076685177140976626 0.020207278690401058 0.015484442969784476 0.003749384443877114 0.02034498624710334 -0.011048817585541394 0.017412742054014104 -0.0043539218061856158 -0.0055659859802373443
leaf_count=85 20 233 36 67 26 148 30 25 97 25 26 255 26 37 28 33 43 20 21 20 5881 31 21 20 37 21 33 25 40 590
internal_value=0 -0.420824 0.242407 0.00669676 -0.1963 -0.331059 -0.212867 0.612502 -0.310624 0.113024 0.957579 -0.573465 0.270273 0.276933 0.444887 0.227221 -0.224588 1.49799 0.38122 0.355309 0.0295639 -0.15509 0.514096 -0.148242 -0.277377 0.271785 -0.282125 -0.388402 0.371114 -0.493574
internal_count=8000 354 121 7646 880 678 530 51 479 168 71 311 56 202 165 125 92 40 49 46 6766 885 108 87 777 91 70 686 65 621
cat_boundaries=0 1 2 3
cat_threshold=1 2 2
shrinkage=0.01


Tree=262
num_leaves=31
num_cat=3
split_feature=17 15 14 5 6 0 3 16 16 5 17 16 11 6 15 11 11 6 5 11 11 5 4 6 6 9 9 5 14 13
split_gain=2.26415 3.27122 3.79468 3.60741 2.35097 2.32126 3.21583 3.28598 3.246 6.01955 4.71226 4.67292 7.29473 3.51528 4.18971 4.25455 5.50526 4.03282 6.16781 3.47143 5.89684 6.50758 8.44547 5.69547 5.48659 6.17162 5.47923 6.38443 5.16406 7.04215
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0.14295000000000002 0 1 4.5000000000000009 8.5000000000000018 -12783.999999999998 0.16400000000000003 28.500000000000004 -415.99999999999994 0.00065000000000000008 0.65045000000000008 -4507.4999999999991 -1189.4999999999998 0.027800000000000002 -20063.499999999996 -5408.9999999999991 -3695.9999999999995 -20745.499999999996 2 0.060100000000000008 0.0063500000000000006 -563.49999999999989 -418.49999999999994 -16766.499999999996 25663.500000000004 26864.572500000006
decision_type=10 10 2 2 8 1 9 8 8 2 8 8 2 8 8 2 2 8 2 2 2 2 1 8 8 10 8 2 2 8
left_child=5 -2 3 -3 -5 -1 7 -7 9 -9 -11 12 -10 -13 15 17 -17 18 -15 24 21 -21 -23 -22 -16 -26 27 -27 29 -24
right_child=1 2 -4 4 -6 6 -8 8 11 10 -12 13 -14 14 19 16 -18 -19 -20 20 23 22 28 -25 25 26 -28 -29 -30 -31
leaf_value=0.00083831426324474647 -0.010500006206907875 -0.01037096411762942 -0.0079499245732806527 0.00026586875357262856 0.015302694175149033 -0.0053235027971426938 -0.0025951949143036314 -0.0011847381062767331 -0.0057683511734585389 0.00012734715691527896 0.020130077727878046 -0.0067077966094507956 0.012172755508599493 0.03545619916105551 0.013328490138815928 -0.00871640730119559 0.012578152680919448 -0.0032032247320590095 0.0095786069515288695 -0.0079673135028824667 -0.0061067575895008813 0.026067688938669797 0.021388523761214577 0.00083251241849908921 -0.003616599563992148 -0.0014262438315097354 -0.00030952874253073053 0.020956761436586105 0.00057390290992812747 0.0053441293057277343
leaf_count=2620 122 39 105 26 24 224 896 127 399 25 33 115 27 20 34 34 23 20 30 94 222 30 27 1026 1025 43 188 30 194 178
internal_value=0 -0.393469 -0.0488268 0.487598 0.916575 0.00725762 -0.0459169 -0.00109061 0.0203367 0.539154 1.33124 -0.00225159 -0.404285 0.0415393 0.0621572 0.670457 -0.00226937 1.2562 1.6994 0.0325486 0.122764 0.42677 0.546578 -0.0101565 -0.14092 -0.189974 0.299445 1.16887 0.445197 0.790724
internal_count=8000 316 194 89 50 7684 5064 4168 3944 185 58 3759 426 3333 3218 127 57 70 50 3091 1771 523 429 1248 1320 1286 261 73 399 205
cat_boundaries=0 1 2 3
cat_threshold=2 73 2
shrinkage=0.01


Tree=263
num_leaves=31
num_cat=2
split_feature=3 18 14 11 18 15 7 14 18 9 9 5 5 13 14 14 8 19 17 2 5 5 14 13 5 9 14 5 13 13
split_gain=2.26858 4.94477 3.16113 2.91352 2.68617 3.08517 2.80617 3.51127 3.50944 3.64499 3.35662 5.73495 10.0468 5.27529 3.42692 7.10653 3.69849 4.21714 5.50482 3.90624 6.78851 4.80381 9.94171 6.2321 4.27953 5.44406 5.17313 7.26138 8.04227 4.99577
threshold=0 0.0028500000000000005 14337.000000000002 -4437.4999999999991 0.046250000000000006 0.90525000000000011 1.0000000180025095e-35 8689.5000000000018 0.012250000000000002 -665.49999999999989 -490.49999999999994 -20745.499999999996 -20605.499999999996 22502.250000000004 57611.250000000007 59942.250000000007 1.0000000180025095e-35 3.5000000000000004 0.042800000000000012 1 -10765.999999999998 -12241.999999999998 25974.000000000004 44007.750000000007 -10462.499999999998 -2878.4999999999995 30084.750000000004 -11669.999999999998 54033.165000000008 99942.750000000015
decision_type=9 10 2 2 10 10 2 2 10 10 8 2 2 8 2 2 8 2 10 1 2 2 2 10 2 10 2 2 10 10
left_child=1 2 -1 -4 5 6 10 -8 -9 -10 11 -2 -13 -12 16 -16 17 18 19 24 21 -21 23 -23 25 -14 27 28 -27 -28
right_child=4 -3 3 -5 -6 -7 7 8 9 -11 13 12 14 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.016128413407387986 -0.0047796056342091836 0.019896316036794953 -0.0074478568439218578 0.0061639711670303668 -0.0028767212613843456 -0.0072090272573776251 0.014028208012759913 0.00087366330194252383 0.0025582481955142501 0.018919328286885591 0.0069173644207051943 0.023708755478497868 0.01603826761448883 0.00039246766938733589 0.021818551743726666 6.0657316771196309e-05 0.011117350449051567 -0.0043712890671704155 -0.0053122424801684588 -0.0019109349766031308 -0.0087519855371549493 0.025143118777635413 -0.0054743323558475296 0.0055178326950606968 0.0060897524726610947 0.0042882257837105761 -0.0009315838511044605 -0.010299730776219046 -0.0037012240677840574 0.0060746301333222978
leaf_count=20 809 25 49 41 618 122 31 689 44 22 118 28 31 1986 25 90 32 412 375 615 121 20 49 42 146 304 266 84 482 304
internal_value=0 0.328963 0.286029 -0.0204094 -0.0139128 0.00293967 0.0108224 0.192939 0.153212 0.906747 -0.0179853 -0.0876022 -0.0345778 0.0864166 -0.0516999 0.616665 -0.0728686 -0.086167 -0.0344118 0.020351 -0.180856 -0.025881 0.537888 1.32156 0.126879 0.052381 0.0183816 -0.169121 -0.0282749 0.29156
internal_count=8000 135 110 90 7865 7247 7125 786 755 66 6339 4235 3426 2104 3398 115 3283 3251 2839 2464 847 726 111 62 1617 1471 1440 870 786 570
cat_boundaries=0 1 2
cat_threshold=17 2
shrinkage=0.01


Tree=264
num_leaves=31
num_cat=1
split_feature=7 3 13 9 9 11 9 17 14 18 18 14 13 13 16 18 11 15 11 15 6 16 19 9 5 6 14 6 14 9
split_gain=2.24418 2.29452 4.8575 4.10029 2.61536 2.54369 3.08721 2.75273 5.85863 3.90535 3.87997 3.81333 3.63292 10.1888 7.91735 3.59743 4.67598 3.83949 4.40478 5.53355 5.80891 5.22834 4.99326 5.96224 4.86662 9.3387 4.75663 8.28163 4.63428 4.2303
threshold=2.5000000000000004 0 311337.00000000006 -975.49999999999989 -2081.4999999999995 -11707.999999999998 -2818.4999999999995 1.0000000000000001e+300 43274.250000000007 0.015050000000000003 0.045450000000000011 15457.500000000002 27513.000000000004 21125.565000000006 13.500000000000002 0.011450000000000002 -4627.9999999999991 0.85300000000000009 -6534.4999999999991 0.68310000000000015 0.010150000000000001 9.5000000000000018 1.5000000000000002 -1333.4999999999998 -17302.999999999996 0.0020500000000000002 29738.250000000004 0.014350000000000002 26453.250000000004 -2521.4999999999995
decision_type=2 9 8 10 10 2 8 8 2 8 10 2 8 8 8 8 2 10 2 8 8 10 2 8 2 8 2 10 2 10
left_child=1 2 3 4 -1 6 -3 8 9 12 -9 -11 13 -7 -15 16 17 18 21 28 -21 24 23 -22 25 -14 -27 -28 -20 -23
right_child=-2 5 -4 -5 -6 7 -8 10 -10 11 -12 -13 15 14 -16 -17 -18 -19 19 20 22 29 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.003082938404945253 0.0065955668683241363 0.014151292251566116 0.015909631372015801 -0.0076309294913341008 0.014715767048099355 -0.0011950956796013279 -0.0060523518141624988 0.00040058414190258208 -0.0049265590805999031 -0.0078569546587953839 0.014558010540922092 -0.0012425100712957404 0.022143112160347238 -0.0056393273927453757 0.019102975517682256 0.0078474900250269028 -0.0025119205546965061 -0.010676553253905008 0.0052313549757333237 -0.011166450432929657 0.028626244623045447 -0.0049318964189714589 0.0010138313226513462 0.0052676276875206042 -0.0060770980754082521 -0.0070241235885418838 -0.0054940796148033157 0.027707091877327793 0.025180631288855313 0.014402602758987708
leaf_count=22 47 21 38 39 36 158 321 4007 561 193 30 903 25 21 55 71 715 48 23 32 20 23 115 32 185 132 32 26 20 49
internal_value=0 -0.00846397 0.324921 0.133747 0.841541 -0.019683 -0.471327 -0.0101276 -0.094498 -0.0300328 0.0484434 -0.225493 0.0716759 0.474229 1.37249 0.00183115 -0.0399002 0.171804 0.231128 0.594716 0.304208 -0.0119866 0.571303 1.39599 -0.209852 0.291346 -0.158314 0.840417 1.54862 0.872836
internal_count=8000 7953 135 97 58 7818 342 7476 3439 2878 4037 1096 1782 234 76 1548 1477 762 714 242 199 472 167 52 400 215 190 58 43 72
cat_boundaries=0 1
cat_threshold=17
shrinkage=0.01


Tree=265
num_leaves=31
num_cat=2
split_feature=11 18 6 14 11 15 13 11 11 13 19 2 9 9 18 13 5 13 11 5 5 3 14 9 5 9 7 13 13 13
split_gain=2.20425 3.16002 6.05838 2.62829 3.62724 3.21328 3.03905 3.21688 3.96168 4.6126 5.05096 4.80216 3.58646 2.87075 2.79956 2.61141 2.51791 4.31291 5.84267 3.17507 2.83506 2.31054 3.40661 4.60487 5.22743 4.44025 2.94157 4.07227 3.00619 4.50284
threshold=-11707.999999999998 0.010350000000000002 0.32790000000000002 13286.250000000002 -7570.4999999999991 0.67005000000000015 51309.000000000007 -6534.4999999999991 -5408.9999999999991 58322.250000000007 1.5000000000000002 0 -1139.4999999999998 -828.49999999999989 0.0046500000000000005 1.0000000180025095e-35 -21581.499999999996 74736.000000000015 -8593.9999999999982 -23212.499999999996 -18551.499999999996 1 37707.750000000007 -2507.4999999999995 -13436.499999999998 -2690.9999999999995 1.0000000180025095e-35 67176.000000000015 153644.85000000003 134912.25000000003
decision_type=2 8 8 2 2 10 8 2 2 10 2 1 10 8 10 10 2 10 2 2 2 9 2 8 2 10 2 10 10 10
left_child=1 2 -1 4 14 6 15 -8 13 10 -10 -11 -13 -9 16 -6 19 18 20 -2 -18 22 23 24 25 -5 28 -28 29 -25
right_child=3 -3 -4 21 5 -7 7 8 9 11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.0068344328103233732 0.00063360320536036158 -0.0079276729666273148 0.016539271487656673 -0.010518493571486235 0.0029969441067774286 -0.0094060795914727019 -0.010829958223042549 0.020786064728373167 0.019382840071317183 -0.0086014003019067049 0.00071532621524400292 -0.010794962471991519 0.0079474167127435609 0.0015818543573502322 -0.010549157285644333 -0.0096356029609670508 -0.010836559472071034 -0.0059547268147170686 0.020724153880420992 0.026103044240720512 0.0074687503215162829 0.00052274118104782123 -0.0062378112705399093 -0.0021532645025376831 0.022329248187976422 0.0124928098594719 -0.0058029982583794942 0.01313276989082063 -0.0081322035060548206 0.015848302245392128
leaf_count=85 20 233 36 38 26 148 44 21 21 150 63 22 46 20 37 117 26 57 22 20 20 5881 239 327 20 27 26 36 148 24
internal_value=0 -0.414694 0.243404 0.00650884 -0.195671 -0.329645 -0.212621 -0.0451308 0.0656565 -0.082718 0.545702 -0.413868 0.327428 1.1219 0.27277 -0.693682 0.436818 0.222366 0.779659 1.46314 -0.0234083 0.029254 -0.152623 -0.0356932 0.847952 0.112927 -0.16688 0.56406 -0.283229 -0.0931374
internal_count=8000 354 121 7646 880 678 530 387 343 302 84 218 68 41 202 143 165 125 68 40 46 6766 885 646 85 65 561 62 499 351
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=266
num_leaves=31
num_cat=5
split_feature=17 15 14 13 9 0 3 16 4 9 17 5 9 2 15 15 15 9 13 9 13 18 11 14 4 13 11 9 5 5
split_gain=2.19405 3.25696 3.72086 3.53264 2.49112 2.25137 3.14315 3.22866 3.22394 3.27347 3.59311 3.51811 3.71293 6.83141 3.08169 3.66969 3.37481 2.96221 4.79203 4.96792 4.5524 6.95081 9.56432 11.3492 7.69975 4.89807 4.96538 3.74058 6.20937 5.8698
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 63110.250000000007 -906.49999999999989 0 1 4.5000000000000009 2 -818.49999999999989 0.14200000000000004 -12892.499999999998 -1445.4999999999998 3 0.54915000000000014 0.61775000000000013 0.64390000000000003 -1588.4999999999998 24345.000000000004 -2276.4999999999995 133759.17000000001 0.0046500000000000005 -4866.4999999999991 31650.750000000004 4 72906.750000000015 -1748.9999999999998 -2167.4999999999995 -15033.499999999998 -15304.499999999998
decision_type=10 10 2 10 8 1 9 8 1 8 8 2 10 1 8 8 8 8 10 8 10 8 2 2 1 8 2 10 2 2
left_child=5 -2 3 -3 -5 14 7 -7 9 10 -9 12 13 -12 -1 -16 -17 18 27 20 25 -22 23 24 -23 26 -20 28 -10 -29
right_child=1 2 -4 4 -6 6 -8 8 17 -11 11 -13 -14 -15 15 16 -18 -19 19 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.011252854305403039 -0.010493146712688604 0.014513133575004307 -0.0079100339790602932 -0.010752961787756879 0.006690755073636011 -0.0052912696730902029 -0.0025688136428185389 -0.0081153908267671843 -0.010576509062355317 -0.008531086337462971 -0.010582694177189647 -0.0068144760015616344 0.018899107691595855 0.01883681372321205 0.012132251006768228 -0.011092092768300275 0.000916545155015838 0.0010715758533212092 -0.0026210373757514656 -0.0067081735040814853 -0.010626485724828669 0.022429272326258427 -0.0013657945257890586 0.045219016069792881 -0.010494421761473196 -0.010657405624258084 0.013082248552315103 0.031918866952181976 0.01137914816175317 0.0035211165760019982
leaf_count=27 122 27 105 35 27 224 896 72 57 116 39 24 32 22 26 31 2536 2642 196 327 48 23 77 20 29 118 35 20 27 20
internal_value=0 -0.388912 -0.0450514 0.483819 -0.177798 0.00710261 -0.0453187 -0.00103741 0.0201573 -0.372039 -0.0228065 0.380731 0.824237 0.16291 0.0824717 0.0933874 0.0792417 0.0498481 -0.150979 -0.269963 -0.0164571 0.506969 0.921346 1.99065 0.924326 -0.306869 0.0282269 0.553855 0.0316601 1.42183
internal_count=8000 316 194 89 62 7684 5064 4168 3944 305 189 117 93 61 2620 2593 2567 3639 997 873 546 197 149 72 52 349 231 124 84 40
cat_boundaries=0 1 2 3 4 5
cat_threshold=2 73 4 2 16
shrinkage=0.01


Tree=267
num_leaves=31
num_cat=2
split_feature=7 3 13 9 9 5 5 14 13 15 13 14 14 14 14 18 9 13 5 11 19 16 4 14 13 11 16 15 19 5
split_gain=2.18441 2.25062 4.67479 4.02166 2.50628 2.5013 4.65109 4.87104 5.12344 6.92972 6.01758 4.45771 4.09384 3.79101 5.2616 4.46125 4.6502 4.55206 3.89769 3.594 4.66058 3.51737 3.45679 3.41621 3.0821 2.85272 3.59017 5.28864 4.66251 3.07126
threshold=2.5000000000000004 0 311337.00000000006 -975.49999999999989 -2081.4999999999995 -18480.999999999996 -17595.499999999996 44750.250000000007 274905.00000000006 0.72230000000000016 114120.00000000001 31158.000000000004 22952.250000000004 16569.000000000004 17174.250000000004 1.0000000180025095e-35 -630.49999999999989 98130.420000000013 -20155.499999999996 -672.49999999999989 1.5000000000000002 1.5000000000000002 1 17781.750000000004 114120.00000000001 -369.99999999999994 16.500000000000004 1.0000000180025095e-35 2.5000000000000004 -14576.499999999998
decision_type=2 9 8 10 10 2 2 2 10 10 10 2 2 2 2 10 10 10 2 2 2 10 1 2 8 2 8 10 2 2
left_child=1 2 3 4 -1 13 7 8 9 10 12 -12 -7 18 -15 19 -17 -18 22 -16 -21 -22 -3 -11 -24 29 27 28 -27 -8
right_child=-2 5 -4 -5 -6 6 25 -9 -10 23 11 -13 -14 14 15 16 17 -19 -20 20 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0030262817496597982 0.0064928244856609042 0.014209588053514285 0.015586283207248336 -0.0075985632081712797 0.014400101961634356 0.0085003779035411932 -0.001332234530208431 -0.0076165646882437321 -0.0042952931035954026 0.0078345484613206017 0.0047255381259179744 0.02353524147856215 -0.0031033057596293544 0.011725115232534866 -0.00054698277442843306 -0.0078781620962256431 0.015675629527452689 -0.0041844435225894053 -0.01064993598640648 0.018384723449251589 -0.0051499091924388767 0.011254942478212498 -0.0074453332300003982 0.027203009296607045 0.00027558205399585425 0.013651943531919985 -0.0060264805778841579 -0.010852499276067303 -0.0036274228917506026 0.00065235503617805694
leaf_count=22 47 21 38 39 36 58 1579 61 69 20 35 25 105 45 1251 380 28 60 168 28 48 27 236 34 239 32 205 40 32 2992
internal_value=0 -0.00838418 0.321488 0.133794 0.830575 -0.0195107 0.0156464 0.39846 0.540248 0.74046 0.481339 1.40901 0.12191 -0.143688 -0.0480194 -0.0924328 -0.512021 0.333402 -0.456274 0.0210944 0.664399 0.153459 -0.24073 1.96317 -0.335554 -0.0118286 -0.333586 0.182995 0.654395 0.00965973
internal_count=8000 7953 135 97 58 7818 5287 407 346 277 223 60 163 2531 1867 1822 468 88 664 1354 103 75 496 54 475 4880 309 104 64 4571
cat_boundaries=0 1 2
cat_threshold=17 1
shrinkage=0.01


Tree=268
num_leaves=31
num_cat=4
split_feature=17 15 14 5 6 0 3 16 4 9 17 5 9 2 15 15 15 13 9 9 5 14 14 5 16 6 15 14 14 14
split_gain=2.15308 3.23583 3.65456 3.52049 2.23375 2.19534 3.09675 3.17557 3.164 3.24478 3.53069 3.43901 3.54891 6.64314 3.04126 3.56452 3.32854 2.91788 5.54716 3.96671 3.37064 4.77932 8.44869 2.89262 4.37047 4.02434 3.93363 3.54173 6.88288 5.67547
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0.14295000000000002 0 1 4.5000000000000009 2 -818.49999999999989 0.14200000000000004 -12892.499999999998 -1445.4999999999998 3 0.54915000000000014 0.61775000000000013 0.64390000000000003 69872.355000000025 -229.49999999999997 -1333.4999999999998 -17942.999999999996 25323.750000000004 31650.750000000004 -15983.499999999998 8.5000000000000018 0.0014500000000000001 0.83995000000000009 22020.750000000004 19856.250000000004 17534.250000000004
decision_type=10 10 2 2 8 1 9 8 1 8 8 2 10 1 8 8 8 8 10 8 2 2 2 2 8 8 8 2 2 2
left_child=5 -2 3 -3 -5 14 7 -7 9 10 -9 12 13 -12 -1 -16 -17 18 -8 20 -19 -22 -23 -10 26 -26 -25 28 29 -27
right_child=1 2 -4 4 -6 6 17 8 23 -11 11 -13 -14 -15 15 16 -18 19 -20 -21 21 22 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.01123985596192262 -0.010488197437536071 -0.01037163683541934 -0.0078839811459592932 0.00026905023015262586 0.014894652292772764 -0.0052601769796579269 -0.0020062087473910642 -0.0080871868766247516 -0.00080039358009363366 -0.0085054012252492386 -0.010576639037027345 -0.0067849410113684228 0.018419590292852835 0.018366784482695696 0.011914355267190629 -0.011078688461312084 0.00090426210259145223 -0.0070406814648311224 0.014735959601643929 -0.0071292783528172114 -0.01065430680159898 0.031343158103099726 -0.00062803841609485348 -0.0048255165456195341 -0.0090974045973695444 0.0034883155467558716 0.012681700177259753 -7.3754675603353724e-05 0.010029937932335009 -0.0043699344898468955
leaf_count=27 122 39 105 26 24 224 290 72 1997 116 39 24 32 22 26 31 2536 85 25 414 22 21 39 27 47 356 71 915 100 126
internal_value=0 -0.386218 -0.0441195 0.477438 0.897341 0.00698112 -0.0448202 -0.000898723 0.0200773 -0.36919 -0.0219999 0.375866 0.811265 0.161832 0.0813658 0.0921536 0.0781656 -0.255063 0.00822781 -0.500457 0.125161 0.662448 1.26495 0.0494405 0.136234 0.0982228 0.882364 0.125452 0.312212 0.144298
internal_count=8000 316 194 89 50 7684 5064 4168 3944 305 189 117 93 61 2620 2593 2567 896 315 581 167 82 60 3639 1642 1544 98 1497 582 482
cat_boundaries=0 1 2 3 4
cat_threshold=2 73 4 2
shrinkage=0.01


Tree=269
num_leaves=31
num_cat=1
split_feature=11 14 14 11 15 18 13 13 14 13 14 16 18 19 13 11 13 11 0 11 7 14 14 9 11 16 15 5 5 13
split_gain=2.14167 3.15645 2.57876 3.58069 3.18828 3.01867 7.76571 3.64992 8.17348 3.94986 3.16371 4.85093 2.75708 2.47668 5.07575 6.77513 2.39596 2.37145 2.34488 2.33227 2.27448 3.08416 5.62178 4.47669 5.09341 3.90263 3.51882 6.08587 4.57883 3.51242
threshold=-11707.999999999998 12206.250000000002 13286.250000000002 -7570.4999999999991 0.67005000000000015 1.0000000180025095e-35 98130.420000000013 180450.00000000003 10712.250000000002 568901.25000000012 10712.250000000002 13.500000000000002 0.0046500000000000005 1.5000000000000002 70716.960000000006 -8944.4999999999982 72069.795000000013 -13239.499999999998 0 -9571.4999999999982 1.0000000180025095e-35 31664.250000000004 30451.500000000004 -1480.4999999999998 -1721.4999999999998 4.5000000000000009 0.79420000000000013 -16141.999999999998 -20118.499999999996 336332.25000000006
decision_type=2 2 2 2 10 8 10 8 2 8 2 8 10 2 10 2 10 2 1 2 2 2 2 10 2 10 10 2 2 10
left_child=1 17 3 12 5 6 -5 10 -9 -10 11 -7 13 16 15 -15 -2 -1 -11 -16 -4 22 25 24 -23 29 27 28 -27 -22
right_child=2 -3 20 4 -6 7 -8 8 9 18 -12 -13 -14 14 19 -17 -18 -19 -20 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.01728951260951753 -0.011074743081329995 -0.0065147389520388566 2.4794676334819035e-05 0.017548862926893862 -0.0093907146861165365 0.010995248148771839 -0.010879602541324985 -0.0065985688318494322 0.020032762167201498 -0.0054374290275113679 -0.0099384981693142992 -0.0054076952253963887 -0.010545563913964351 0.0051062348701919145 0.0059922705923342225 0.030356254093602941 0.0055092018435355019 -0.002772170405749971 0.0099614684189021571 -0.010677711886638153 0.0028508839936068047 -0.0012303620221230588 0.017422348359856399 -0.0058146533935143413 0.014604366255780996 -0.010815971282676709 0.010173684526394824 -0.011389611084485076 0.013590034228480626 0.011923421575077222
leaf_count=21 24 297 6025 26 148 32 25 97 25 20 138 141 37 40 27 20 25 36 26 29 312 79 27 132 25 20 21 59 20 46
internal_value=0 -0.410211 0.00638645 -0.194146 -0.327636 -0.211245 0.610542 -0.308844 0.10708 0.928992 -0.569698 -0.208923 0.271092 0.432885 0.740312 1.42237 -0.270311 0.627091 0.341553 -0.193242 0.0288956 0.196524 0.330103 -0.133665 0.362698 0.250138 -0.269531 -0.516776 0.53761 0.409526
internal_count=8000 354 7646 880 678 530 51 479 168 71 311 173 202 165 116 60 49 57 46 56 6766 741 505 236 104 478 120 99 40 358
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=270
num_leaves=31
num_cat=1
split_feature=3 18 14 11 18 15 16 6 6 5 5 7 14 14 9 5 5 11 13 13 8 19 17 5 13 5 9 9 14 18
split_gain=2.13214 4.56934 2.99831 2.83041 2.57362 3.01616 2.8197 2.76454 6.16643 3.04809 8.41818 2.66215 3.42729 3.41532 3.27273 5.53826 9.78807 6.83348 5.12522 4.18417 3.15783 3.76841 4.61322 4.24019 4.16537 4.35787 7.13612 3.80207 3.15669 3.05566
threshold=0 0.0028500000000000005 14337.000000000002 -4437.4999999999991 0.046250000000000006 0.90525000000000011 8.5000000000000018 0.055400000000000012 0.066950000000000023 -21453.499999999996 -22244.499999999996 1.0000000180025095e-35 8689.5000000000018 9983.2500000000018 -490.49999999999994 -20745.499999999996 -20467.499999999996 -8727.4999999999982 22502.250000000004 105869.25000000001 1.0000000180025095e-35 3.5000000000000004 0.029200000000000004 -11729.499999999998 140155.20000000004 -10359.499999999998 -1275.4999999999998 -2890.4999999999995 14388.750000000002 0.012250000000000002
decision_type=9 10 2 2 10 10 10 10 10 2 2 2 2 2 8 2 2 2 8 10 8 2 10 2 10 2 10 10 2 10
left_child=1 2 -1 -4 5 11 -7 9 -9 10 -6 14 -13 -14 15 -2 17 -17 28 -19 21 22 27 -23 25 26 -25 -18 -16 -15
right_child=4 -3 3 -5 7 6 -8 8 -10 -11 -12 12 13 29 18 16 20 19 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.015500627324093264 -0.0047199758858655202 0.018922852006000843 -0.0074385514883166439 0.0059567696910186683 -0.0059748621760082167 -0.010628248705740861 0.0069711633830119085 0.024124750604508718 -0.0014978075484992606 -0.0054463296792304347 0.028799349237286585 0.013781257610041278 -0.01125754527516174 0.0012285167645161915 -0.005664252699953594 -0.010440070326877332 0.011299185281647958 0.031866974514552997 0.00039027323547625374 0.0073320793488688705 0.010106952170594126 -0.006322966951502783 -0.0044074688285849727 -0.0026625082828279894 -0.011107234565464084 -0.0067762604997237798 0.021673710061605234 0.00011629367383943287 0.0086960540499050262 0.0088565043733222579
leaf_count=20 809 25 49 41 60 100 22 20 97 421 20 31 26 663 22 21 39 25 1986 22 33 341 434 23 23 20 22 2423 96 66
internal_value=0 0.317953 0.273206 -0.026664 -0.0135271 0.00293181 -0.7167 -0.282442 0.31007 -0.421447 0.488677 0.0106906 0.187882 0.148534 -0.0174217 -0.0862737 -0.0343473 1.56789 0.08563 2.26481 -0.0594149 -0.0717131 -0.0229752 -0.397653 0.187963 0.551316 1.06543 0.0305344 0.680924 0.186369
internal_count=8000 135 110 90 7865 7247 122 618 117 501 80 7125 786 755 6339 4235 3426 68 2104 47 3358 3325 2896 429 88 65 45 2462 118 729
cat_boundaries=0 1
cat_threshold=17
shrinkage=0.01


Tree=271
num_leaves=31
num_cat=4
split_feature=17 15 14 5 0 3 16 4 9 17 5 9 2 15 15 15 18 18 16 11 11 16 14 14 13 13 11 19 11 5
split_gain=2.10461 3.21549 3.59301 3.44526 2.15466 3.03745 3.12614 3.11914 3.21653 3.4746 3.3528 3.42377 3.03729 3.0018 3.45815 3.28863 2.88234 3.73765 3.52641 4.35119 4.74514 7.31404 4.98097 4.65712 8.32387 4.13854 3.98117 5.3543 3.99587 5.35421
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0 1 4.5000000000000009 2 -818.49999999999989 0.14200000000000004 -12892.499999999998 -1333.4999999999998 3 0.54915000000000014 0.61775000000000013 0.64390000000000003 0.17190000000000003 0.044350000000000007 4.5000000000000009 -2735.4999999999995 -1329.9999999999998 9.5000000000000018 20859.750000000004 35813.250000000007 234337.50000000003 75751.53750000002 -2135.4999999999995 2.5000000000000004 -1189.4999999999998 -19561.499999999996
decision_type=10 10 2 2 1 9 8 1 8 8 2 10 1 8 8 8 10 10 10 2 2 10 2 2 8 8 2 2 2 2
left_child=4 -2 3 -3 13 6 -6 8 9 -8 11 12 -11 -1 -15 -16 17 18 26 -20 21 -21 -23 25 -25 -22 -17 28 -28 -30
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 -12 -13 -14 14 15 16 -18 -19 19 20 23 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.011228545055154351 -0.010482344072582873 -0.010367888248516997 -0.007855485046734046 0.0088443297106825941 -0.0052323466587310746 -0.0025299153641775898 -0.0080653254595302558 0.00048906918556657628 -0.0084846998859471941 -0.0056402745745426771 -0.0067515494018842992 0.020146603543670122 0.012471835453605576 0.011695566400996012 -0.011068907274956611 0.0032536597883004391 0.012612333472056439 -0.0051524392243631504 -0.0022216416069631858 -0.0039707058434149869 0.001729441846544963 0.021942480005617701 0.006571792910283784 -0.0055535176683602153 0.015908071638269489 -0.0096139155326882969 -0.0034921970180158009 -0.0067264175042988763 -0.0077547941254826804 0.0073993887845722221
leaf_count=27 122 39 105 50 224 896 72 3639 116 41 24 25 27 26 31 930 28 151 694 58 62 30 69 39 31 89 86 118 36 115
internal_value=0 -0.382969 -0.042379 0.472722 0.00690137 -0.044451 -0.000979973 0.0197866 -0.367225 -0.0221276 0.370588 0.797145 0.270405 0.0805726 0.0912354 0.0774049 0.0895341 0.0786791 0.106706 -0.0469319 0.235083 0.692198 1.18687 -0.0725545 0.569214 -0.432345 0.213751 -0.0684995 0.178978 0.476756
internal_count=8000 316 194 89 7684 5064 4168 3944 305 189 117 93 68 2620 2593 2567 2536 2508 2357 1072 378 157 99 221 70 151 1285 355 237 151
cat_boundaries=0 1 2 3 4
cat_threshold=2 73 4 2
shrinkage=0.01


Tree=272
num_leaves=31
num_cat=2
split_feature=5 5 16 14 9 19 14 9 14 5 4 11 11 16 11 9 18 15 16 0 18 5 5 6 11 5 13 13 5 9
split_gain=2.09912 2.90808 4.21356 2.92115 5.63351 2.62085 4.12909 5.46009 10.0269 12.2093 5.40651 4.25922 9.03317 3.93546 5.72085 11.6981 4.11462 3.75562 4.10668 3.29149 3.27101 3.15817 4.05473 5.34825 4.17747 4.47141 3.49581 6.86275 4.94307 6.63359
threshold=-12120.499999999998 -12003.499999999998 1.5000000000000002 57611.250000000007 -839.49999999999989 2.5000000000000004 26453.250000000004 -483.49999999999994 28224.000000000004 -15659.999999999998 0 -6294.4999999999991 -7039.9999999999991 8.5000000000000018 -1415.9999999999998 -2366.4999999999995 0.14735000000000001 0.72230000000000016 9.5000000000000018 1 0.0011500000000000002 -12241.999999999998 -14389.499999999998 0.056850000000000005 -8107.4999999999991 -14281.499999999998 229920.75000000003 245441.25000000003 -18027.999999999996 -2335.9999999999995
decision_type=2 2 8 2 8 2 2 8 2 2 1 2 2 8 2 10 10 10 10 1 10 2 2 8 2 2 10 10 2 8
left_child=5 -2 -3 -4 -5 13 -7 11 -9 10 -10 12 17 14 -1 -16 21 18 -8 -11 -21 22 26 -24 -25 -26 -15 -28 29 -29
right_child=1 2 3 4 -6 6 7 8 9 19 -12 -13 -14 16 15 -17 -18 -19 -20 20 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-0.0058514420131878381 0.0072717930877649354 -0.010966804545772778 0.00058856102894004657 0.018680920009865102 -0.002957090640032356 -0.0041490272825936512 -0.010742059496853671 0.024177936037421195 0.022326467551152574 -0.0092900746271068566 0.0031229680644298042 -0.0046434019751937401 0.018835857270582651 -0.00055377581848244832 0.023225794965857714 -0.0037621319349306916 -0.010619100980247185 0.0097728109939258581 0.0080947105033308906 -0.0031680097850260787 0.013301421576359098 -0.011554850829052521 -0.0039491476048320517 -0.011025713746416943 0.019244114212923359 0.0046953591712183794 0.019817567874265297 0.012424472721551767 0.0057912238531512483 -0.0035478128654682483
leaf_count=473 62 43 1652 24 23 645 80 22 31 86 33 397 37 2858 30 90 71 37 20 48 20 21 114 21 22 367 30 55 223 365
internal_value=0 0.0840382 0.0601209 0.0801038 0.847373 -0.0441142 -0.183696 -0.0056757 0.406502 0.163428 1.34749 -0.239395 0.284097 0.00347141 -0.33447 0.405358 0.0430461 -0.235413 -0.612824 -0.400095 0.101865 0.0571826 0.0671958 0.33328 0.489996 0.558013 0.00812232 0.268917 0.171984 -0.138367
internal_count=8000 1804 1742 1699 47 6196 1456 811 240 218 64 571 174 4740 593 120 4147 137 100 154 68 4076 4055 524 410 389 3531 673 643 420
cat_boundaries=0 1 2
cat_threshold=16 1
shrinkage=0.01


Tree=273
num_leaves=31
num_cat=2
split_feature=7 3 13 9 11 9 11 15 13 14 14 14 17 14 13 14 15 13 14 14 5 5 14 6 19 15 4 13 13 9
split_gain=2.09966 2.1589 4.45486 3.88514 2.38609 3.06586 2.70289 4.65324 5.265 6.29637 3.81553 3.31705 2.85653 3.99844 7.32363 4.9312 4.51541 2.80807 2.68571 4.35168 2.45791 4.94999 8.09908 5.37011 3.42169 6.47849 3.88425 3.56538 4.35651 2.52854
threshold=2.5000000000000004 0 311337.00000000006 -975.49999999999989 -11707.999999999998 -2818.4999999999995 -10869.999999999998 0.76805000000000012 37246.500000000007 16659.000000000004 23541.750000000004 13286.250000000002 1.0000000180025095e-35 18580.500000000004 153644.85000000003 17023.500000000004 0.76805000000000012 1351872.0000000002 42907.500000000007 47353.500000000007 -18924.499999999996 -17302.999999999996 34985.250000000007 0.061300000000000007 3.5000000000000004 0.99020000000000008 1 121245.75000000001 89496.000000000015 -1112.4999999999998
decision_type=2 9 8 10 2 8 2 8 10 2 2 2 10 2 10 2 10 10 2 2 2 2 2 8 2 8 1 10 10 10
left_child=1 2 3 -1 5 -3 7 -6 10 -10 -9 -8 17 14 15 -14 -16 -13 -19 -20 -15 22 23 -22 27 26 -26 28 29 -23
right_child=-2 4 -4 -5 6 -7 11 8 9 -11 -12 12 13 20 16 -17 -18 18 19 -21 21 24 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0080592774453127555 0.006349302243109878 0.014205965087996977 0.015132567630199505 -0.0075659996143733659 -0.01064772182865302 -0.0059632347986898109 -0.0025473287744143779 0.0099665022802673375 0.016675253464710365 -0.0071823827515646727 0.033564304987618171 0.00052533494035558379 -0.0072014760785433134 -0.0070250380865051112 0.0031273520755435891 0.0091467519561408486 0.026912541968873938 -0.0074705510374757601 0.016140818574727354 -0.0062303804206897285 0.024724663315905372 -0.00062515653545648804 -0.010536175129929879 0.0034729485481683102 0.010672169780075538 0.022104387282869679 -0.010774972177133843 -0.007718533060676146 0.010131347655040309 -0.008073556056834184
leaf_count=58 47 21 38 39 30 321 833 20 28 60 20 5045 93 274 24 37 23 119 20 34 29 209 49 37 23 20 39 267 39 104
internal_value=0 -0.00823083 0.314287 0.128791 -0.0191582 -0.460573 -0.00997633 0.531127 0.852218 0.197193 1.91546 -0.0189556 0.00675362 -0.175589 0.371681 -0.13898 1.64192 0.0385032 -0.43775 0.284272 -0.275436 -0.182433 0.608854 1.32096 -0.305535 0.465668 -0.264174 -0.406429 -0.155531 -0.317208
internal_count=8000 7953 135 97 7818 342 7476 158 128 88 40 7318 6485 1267 177 130 47 5218 173 54 1090 816 115 66 701 82 62 619 352 313
cat_boundaries=0 1 2
cat_threshold=17 1
shrinkage=0.01


Tree=274
num_leaves=31
num_cat=1
split_feature=11 18 6 14 11 15 13 11 11 9 9 18 4 19 18 13 5 5 11 13 5 9 13 14 14 17 13 13 14 13
split_gain=2.05596 3.16397 5.89238 2.48051 3.50422 3.17243 2.97593 3.17207 3.8905 4.23814 4.08013 3.63884 3.1788 3.40686 2.71181 2.60038 2.46972 6.12566 4.51355 2.51486 3.16034 2.38892 2.2836 3.5732 2.19933 5.25805 4.61847 3.49711 4.02576 3.22302
threshold=-11707.999999999998 0.010350000000000002 0.32790000000000002 13286.250000000002 -7570.4999999999991 0.67005000000000015 51309.000000000007 -6534.4999999999991 -2473.4999999999995 -878.49999999999989 -433.49999999999994 0.03525000000000001 0 2.5000000000000004 0.0046500000000000005 1.0000000180025095e-35 -20895.499999999996 -22758.499999999996 -8413.4999999999982 122121.00000000001 -17676.499999999996 -864.49999999999989 90002.250000000015 10908.000000000002 43274.250000000007 0.92000000000000004 5625.0000000000009 77195.250000000015 68537.250000000015 1.0000000180025095e-35
decision_type=2 8 8 2 2 10 8 2 2 10 10 8 1 2 10 10 2 2 2 8 2 8 8 2 2 8 8 8 2 8
left_child=1 2 -1 4 14 6 15 -8 9 11 -11 -9 13 -13 16 -6 17 -2 19 20 -18 -10 -23 -24 29 -26 -27 -28 -29 -5
right_child=3 -3 -4 24 5 -7 7 8 21 10 -12 12 -14 -15 -16 -17 18 -19 -20 -21 -22 22 23 -25 25 26 27 28 -30 -31
leaf_value=-0.0067491906931001194 -0.0026296272903201007 -0.007870822721851644 0.016361012829375302 -0.003771215259655594 0.003042415723525916 -0.0093713248359951866 -0.010818018477049503 0.021081386292447764 -0.010666829318572987 -0.010915345993722901 0.00596368196667422 0.018774254224588515 -0.0033394722346051422 0.00021394269594403128 -0.010544527013257114 -0.0096026271281046977 -0.010847624764245882 0.028494365107513318 0.011987664505357456 -0.010813984015495149 0.0091395528382549902 0.0084707310219590912 -0.011217704959879905 0.0050173502639816129 -0.0043572883324714045 0.012920419827527087 -0.0054243567044776255 0.0030250967898032676 -0.011023418019076432 0.00071297558684122288
leaf_count=85 28 233 36 215 26 148 44 21 65 45 33 23 44 21 37 117 22 20 33 40 22 24 38 29 567 27 122 318 32 5485
internal_value=0 -0.403885 0.25706 0.00621095 -0.190903 -0.323605 -0.20757 -0.0420735 0.0674165 0.412208 -0.252766 0.859774 0.517307 1.0764 0.268969 -0.687407 0.428318 1.30078 0.181676 -0.314283 0.230765 -0.380176 -0.0629494 -0.397417 0.0282513 -0.135358 0.111785 0.0110824 0.187547 0.0544276
internal_count=8000 354 121 7646 880 678 530 387 343 187 78 109 88 44 202 143 165 48 117 84 44 156 91 67 6766 1066 499 472 350 5700
cat_boundaries=0 1
cat_threshold=16
shrinkage=0.01


Tree=275
num_leaves=31
num_cat=1
split_feature=7 16 8 5 9 5 15 15 11 5 11 5 14 16 11 9 6 6 13 14 2 11 17 9 9 5 19 14 7 15
split_gain=2.05175 2.13277 4.18077 3.12867 4.17626 4.98009 9.49444 6.43596 3.34263 3.53144 3.0309 6.45024 7.41144 6.71974 4.88095 10.2212 4.05684 3.34172 5.36892 3.10563 3.35632 4.09958 5.01908 3.46544 4.37841 4.20358 3.26307 3.81879 2.91603 4.71219
threshold=2.5000000000000004 21.500000000000004 1.0000000180025095e-35 -22132.999999999996 -1084.4999999999998 -24116.999999999996 0.93140000000000012 0.69615000000000016 -316.49999999999994 -18290.499999999996 -9136.4999999999982 -21700.499999999996 20135.250000000004 22.500000000000004 -9006.4999999999982 -1423.4999999999998 0.0020500000000000002 0.00085000000000000017 70716.960000000006 13286.250000000002 0 -4225.4999999999991 0.12320000000000002 -251.49999999999997 -1139.4999999999998 -11780.999999999998 2.5000000000000004 8358.7500000000018 1.0000000180025095e-35 0.82035000000000013
decision_type=2 8 10 2 8 2 8 8 2 2 2 2 2 10 2 10 8 8 8 2 1 2 8 10 10 2 2 2 2 10
left_child=1 2 -1 4 -3 6 -6 -7 10 -10 11 12 -5 16 15 -12 -13 18 -16 20 21 22 -19 24 25 -22 27 -24 29 -21
right_child=-2 3 -4 8 5 7 -8 -9 9 -11 14 13 -14 -15 17 -17 -18 19 -20 28 23 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.001231100078659921 0.0062653868040391039 -0.0072476630447132484 0.015452943715341443 0.038639841435653292 -0.010469153614232144 0.015531802723898501 0.029394170089560641 -0.0041728413333340644 0.0044152589365073457 -0.0061700345670461986 0.03056688443091515 0.0099830456972585073 -0.0012615432855605693 0.012842814360184997 0.0046821135559147681 -0.0048613282174391733 -0.0053434409906793524 -0.01083261986083789 -0.010846207980736097 0.0013399659436072384 -0.0081230686049451085 -0.0083909013647148773 0.023104432837408737 -0.011159588829417101 0.011533144294466249 0.0075758656172820677 -0.0058462566210730951 0.0037063818102012077 0.0039916372335991089 -0.0048516764306005744
leaf_count=2339 47 335 22 20 26 33 27 281 47 169 20 25 30 29 46 22 538 48 95 2798 66 172 21 20 50 30 25 45 351 223
internal_value=0 -0.00814199 -0.107114 0.0291248 -0.278433 0.0267341 1.34142 -0.18128 0.0533413 -0.371395 0.0735512 -0.208334 1.58223 -0.312466 0.102477 1.32041 -0.441191 0.0905894 -0.495403 0.10767 -0.178538 -0.43076 0.0552984 0.21347 0.409609 -0.098729 0.522757 0.963514 0.141118 0.102214
internal_count=8000 7953 2361 5592 702 367 53 314 4890 216 4674 642 50 592 4032 42 563 3990 141 3849 477 311 139 166 146 96 91 66 3372 3021
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=276
num_leaves=31
num_cat=4
split_feature=3 17 4 5 18 18 15 16 6 6 5 5 0 13 18 9 15 9 13 5 5 14 9 9 11 5 11 15 14 2
split_gain=2.03435 4.34731 4.72287 2.75654 2.60652 2.43937 2.94225 2.78621 2.71633 5.89701 3.03068 8.08688 2.54679 4.03687 3.25771 9.00772 7.12682 4.75645 4.73866 3.22645 3.09901 5.69299 5.98081 9.28917 9.08369 5.15872 4.93403 4.81017 4.30525 6.29146
threshold=0 0.16400000000000003 1 -20972.499999999996 0.0028500000000000005 0.046250000000000006 0.90525000000000011 8.5000000000000018 0.055400000000000012 0.066950000000000023 -21453.499999999996 -22244.499999999996 2 1220625.0000000002 0.0084500000000000009 -723.49999999999989 0.77460000000000007 -2335.9999999999995 102732.75000000001 -13674.499999999998 -17004.999999999996 42907.500000000007 -1155.4999999999998 -1741.4999999999998 -5785.9999999999991 -19613.499999999996 -1415.9999999999998 0.76805000000000012 37154.250000000007 3
decision_type=9 8 1 2 10 10 10 10 10 10 2 2 1 10 10 8 10 10 10 2 2 2 8 10 2 2 2 10 2 1
left_child=1 4 -3 -4 -1 6 12 -8 10 -10 11 -7 13 14 20 17 18 -16 19 -17 21 22 23 26 -25 -26 27 -2 -22 -30
right_child=5 2 3 -5 -6 8 7 -9 9 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 28 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0058438055352289754 -0.0048894216781950918 0.011854952152211396 0.0078321927036886056 -0.010963728951559688 0.022541359877126573 -0.0059070802747385907 -0.010618937685055032 0.0068635481186172676 0.023425571659416323 -0.0014455488680738678 -0.005388083125290162 0.028028756912073228 -0.00047613811384501667 -0.0055616341745522045 0.0092160316094781255 0.0072516476485952868 0.023896956155656617 -0.0074588428809934902 0.016654408950349083 -0.010994713617840766 -0.00094213861876139544 -0.0061234554500440436 0.0014603805407546761 0.028356508317530355 -0.010733548783854697 0.015827352017717053 0.016146813653521074 0.01493635436111502 0.0067791405932497916 -0.0020707630436313383
leaf_count=27 93 26 20 42 20 60 100 22 20 97 421 20 4676 140 35 26 26 88 23 23 1063 98 356 43 20 20 23 21 204 147
internal_value=0 0.30995 0.114013 -0.57507 1.46971 -0.0132466 0.00272744 -0.712155 -0.276123 0.311082 -0.415009 0.493832 0.0103516 0.0926096 0.120791 0.53128 1.18766 -0.243401 0.569393 -0.113337 0.0832863 0.285465 0.401807 0.886438 1.79016 0.504995 0.269759 -0.100534 0.00423136 0.317977
internal_count=8000 135 88 62 47 7865 7247 122 618 117 501 80 7125 2449 2309 221 98 123 72 49 2088 674 576 220 83 40 137 114 1414 351
cat_boundaries=0 1 2 3 4
cat_threshold=17 16 2 2
shrinkage=0.01


Tree=277
num_leaves=31
num_cat=2
split_feature=5 16 16 11 5 16 14 9 9 14 19 14 9 14 5 4 11 11 16 11 9 18 15 16 0 18 5 5 6 11
split_gain=2.04031 2.87417 4.91982 4.40163 3.70237 4.40594 3.47193 4.79241 3.16318 2.97383 2.56654 4.02905 5.33106 9.61604 11.8281 5.13006 4.18529 8.67643 3.84072 5.62388 11.276 4.04388 3.66725 4.04776 3.24688 3.15608 3.11832 3.98119 5.17325 4.08271
threshold=-12120.499999999998 15.500000000000002 21.500000000000004 -1391.4999999999998 -12003.499999999998 1.5000000000000002 57611.250000000007 -839.49999999999989 -2679.4999999999995 20686.500000000004 2.5000000000000004 26453.250000000004 -483.49999999999994 28224.000000000004 -15659.999999999998 0 -6294.4999999999991 -7039.9999999999991 8.5000000000000018 -1415.9999999999998 -2366.4999999999995 0.14735000000000001 0.72230000000000016 9.5000000000000018 1 0.0011500000000000002 -12241.999999999998 -14389.499999999998 0.056850000000000005 -8107.4999999999991
decision_type=2 10 10 2 2 8 2 8 8 2 2 2 8 2 2 1 2 2 8 2 10 10 10 10 1 10 2 2 8 2
left_child=10 4 -3 9 -2 -6 8 -8 -7 -4 18 -12 16 -14 15 -15 17 22 19 -1 -21 26 23 -13 -16 -26 27 -20 -29 -30
right_child=1 2 3 -5 5 6 7 -9 -10 -11 11 12 13 14 24 -17 -18 -19 21 20 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0058141782886103168 0.0087624642870385242 -0.0080124396106320186 0.013803431436219267 -0.011245016252845342 -0.010956786252210483 -0.0083506326803212301 0.018969354160699024 -0.0017836483941137435 0.0011204936189798361 -0.00059090086821261898 -0.0041106737274540263 -0.010733898054333569 0.023512764514497402 0.021695450317969763 -0.0092664071323334853 0.0030719054242962485 -0.004616603375944048 0.018307772922585876 7.8308165916970467e-05 0.022634715213333531 -0.003731853588428488 -0.01061021141373792 0.0095713527287543693 0.007945973186632491 -0.003146988321815993 0.012962781750721302 -0.011538022019061492 -0.0038940840121991795 -0.011014141112975011 0.0054963092960776871
leaf_count=473 55 106 25 20 43 44 23 20 1441 27 645 80 22 31 86 33 397 37 3531 30 90 71 37 20 48 20 21 114 21 389
internal_value=0 0.0828704 -0.313267 0.290517 0.12124 0.0927954 0.11511 0.980085 0.0904958 0.707301 -0.0434902 -0.181829 -0.006177 0.400219 0.16053 1.31761 -0.237731 0.280161 0.00358473 -0.331157 0.400881 0.0426047 -0.233468 -0.609861 -0.397677 0.0992111 0.0565184 0.0664251 0.32982 0.483046
internal_count=8000 1804 178 72 1626 1571 1528 43 1485 52 6196 1456 811 240 218 64 571 174 4740 593 120 4147 137 100 154 68 4076 4055 524 410
cat_boundaries=0 1 2
cat_threshold=16 1
shrinkage=0.01


Tree=278
num_leaves=31
num_cat=2
split_feature=17 15 14 13 9 0 3 6 6 13 5 6 6 13 13 14 15 15 15 15 17 17 6 15 15 15 11 9 9 9
split_gain=2.02872 3.18817 3.5029 3.34445 2.41107 2.0438 2.98782 3.02782 3.46283 4.26946 4.33092 3.34314 4.6682 4.63165 3.8361 3.82439 2.94809 3.32301 3.24359 2.93158 3.13971 3.68842 3.6748 11.1793 7.69253 3.82305 3.50573 6.10065 7.67557 7.57575
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 63110.250000000007 -906.49999999999989 0 1 0.015150000000000002 0.055400000000000012 39555.000000000007 -13317.499999999998 0.00065000000000000008 0.0033500000000000001 71665.380000000019 29985.750000000004 17700.750000000004 0.54915000000000014 0.61775000000000013 0.64390000000000003 0.87260000000000015 0.049000000000000009 0.22820000000000004 0.010650000000000001 0.67005000000000015 0.77460000000000007 0.6896500000000001 -5408.9999999999991 -674.49999999999989 -2262.4999999999995 -2307.4999999999995
decision_type=10 10 2 10 8 1 9 10 10 8 2 8 8 8 10 2 8 8 8 10 10 10 10 10 10 8 2 8 10 10
left_child=5 -2 3 -3 -5 16 7 11 9 10 -9 14 13 -13 -7 -15 -1 -18 -19 20 22 -22 25 -24 -25 -14 27 28 29 -27
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 -12 12 19 15 -16 -17 17 18 -20 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.011215934808750657 -0.010474140688253754 0.013975458668897154 -0.0078103741762577221 -0.01075476789447158 0.0064191808429355218 0.0041411630049220157 -0.002504957902386416 -0.0059050508638484635 0.0021163686448348032 -0.0070726548978590435 0.014101710949691893 -0.0031148177179275201 -0.0063081199365152872 -0.0021471350667661739 -0.010784139305194271 0.018445662311900188 0.011405031164899606 -0.011061731828636996 0.00087348747089360183 0.011849335872980796 -0.0070175811803306985 0.0071828086161842665 0.025185931186154979 -0.0086091707574069941 0.016428905288674828 -0.00051142108800581896 0.0013966858604071005 0.0020131253923478887 -0.0074203921098769951 0.024247530895495847
leaf_count=27 122 27 105 35 27 40 896 59 183 379 21 32 137 22 103 38 26 31 2536 36 190 34 20 59 23 198 1704 415 454 21
internal_value=0 -0.377773 -0.0391148 0.466568 -0.180445 0.00676725 -0.0433143 -0.000254375 -0.286677 -0.499127 0.395352 0.0365172 0.0570536 0.833594 -0.602603 1.37248 0.078485 0.0889845 0.0753596 0.0326939 0.0220608 -0.458212 0.0496343 0.713704 -0.0572101 0.0249538 0.0519215 -0.14049 -0.414936 0.235586
internal_count=8000 316 194 89 62 7684 5064 4168 642 459 80 3526 3383 92 143 60 2620 2593 2567 3291 3255 224 3031 102 82 2929 2792 1088 673 219
cat_boundaries=0 1 2
cat_threshold=2 73
shrinkage=0.01


Tree=279
num_leaves=31
num_cat=1
split_feature=11 18 6 14 11 15 13 11 11 13 19 2 9 9 18 13 19 13 11 13 11 14 17 13 13 14 9 11 9 11
split_gain=2.00239 3.12161 5.65743 2.38875 3.42176 3.13706 2.93177 3.13432 3.80586 4.40623 4.77104 4.66977 3.4645 2.69276 2.64849 2.57173 2.39402 4.78499 6.28798 2.33907 2.28101 2.14807 5.1175 4.46001 3.43353 3.95689 3.21455 4.17845 5.26745 3.68039
threshold=-11707.999999999998 0.010350000000000002 0.32790000000000002 13286.250000000002 -7570.4999999999991 0.67005000000000015 51309.000000000007 -6534.4999999999991 -5408.9999999999991 58322.250000000007 1.5000000000000002 0 -1139.4999999999998 -828.49999999999989 0.0046500000000000005 1.0000000180025095e-35 1.5000000000000002 70716.960000000006 -8944.4999999999982 72069.795000000013 -9571.4999999999982 43274.250000000007 0.92000000000000004 5625.0000000000009 77195.250000000015 68537.250000000015 -1155.4999999999998 -5923.9999999999991 -1535.4999999999998 -4329.4999999999991
decision_type=2 8 8 2 2 10 8 2 2 10 2 1 10 8 10 10 2 10 2 10 2 2 8 8 8 2 8 2 8 2
left_child=1 2 -1 4 14 6 15 -8 13 10 -10 -11 -13 -9 16 -6 19 18 -18 -2 -19 -5 -23 -24 -25 26 27 -26 -29 -28
right_child=3 -3 -4 21 5 -7 7 8 9 11 -12 12 -14 -15 -16 -17 17 20 -20 -21 -22 22 23 24 25 -27 29 28 -30 -31
leaf_value=-0.0067082211583788876 -0.011066003007893564 -0.0078396967852977627 0.015866514229411165 0.00053548697637718836 0.0030061846722565125 -0.0093440141306495722 -0.010805304143627362 0.020106176664430611 0.018675790582737013 -0.0085425235912271399 0.0006754538924431527 -0.010783367380556083 0.0077426504659977623 0.0015846207950777037 -0.010535667101814914 -0.0095757351702775058 0.0049380239968132671 0.0058664645656494223 0.028996918888019092 0.0053398019715768068 -0.010666895998929775 -0.0043189984959827957 0.012634454673873063 -0.0054021376765238582 -0.0052087091203910562 -0.011018535906797286 0.006098962217612339 0.005401224226847968 0.024578583056631267 -0.0034306615513974991
leaf_count=85 24 233 36 5700 26 148 44 21 21 150 63 22 46 20 37 117 40 27 20 25 29 567 27 122 34 32 88 59 20 117
internal_value=0 -0.399884 0.254905 0.00611309 -0.187774 -0.319595 -0.204441 -0.0403485 0.0680663 -0.07875 0.531656 -0.406421 0.321008 1.09796 0.266215 -0.683176 0.422188 0.722383 1.37564 -0.270904 -0.189932 0.0277058 -0.134194 0.109044 0.0097084 0.184056 0.297223 0.809578 1.19172 0.0461755
internal_count=8000 354 121 7646 880 678 530 387 343 302 84 218 68 41 202 143 165 116 60 49 56 6766 1066 499 472 350 318 113 79 205
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=280
num_leaves=31
num_cat=1
split_feature=7 16 8 5 9 5 15 15 11 5 11 5 14 16 11 9 6 6 13 16 14 2 11 17 9 9 5 19 14 15
split_gain=1.99578 2.07561 4.07478 3.04121 4.12569 4.85172 8.99799 6.26511 3.28185 3.4617 2.95432 6.25643 6.91878 6.42536 4.75709 9.78746 3.96015 3.23444 5.2943 3.04757 2.81556 3.27458 4.0546 4.93084 3.40917 4.17541 4.10125 3.12063 3.61825 2.95781
threshold=2.5000000000000004 21.500000000000004 1.0000000180025095e-35 -22132.999999999996 -1084.4999999999998 -24116.999999999996 0.93140000000000012 0.69615000000000016 -316.49999999999994 -18290.499999999996 -9136.4999999999982 -21700.499999999996 20135.250000000004 22.500000000000004 -9006.4999999999982 -1423.4999999999998 0.0020500000000000002 0.00085000000000000017 70716.960000000006 22.500000000000004 13286.250000000002 0 -4225.4999999999991 0.12320000000000002 -251.49999999999997 -1139.4999999999998 -11780.999999999998 2.5000000000000004 8358.7500000000018 0.82035000000000013
decision_type=2 8 10 2 8 2 8 8 2 2 2 2 2 10 2 10 8 8 8 8 2 1 2 8 10 10 2 2 2 10
left_child=1 2 -1 4 -3 6 -6 -7 10 -10 11 12 -5 16 15 -12 -13 18 -16 -19 21 22 23 -21 25 26 -23 28 -25 -22
right_child=-2 3 -4 8 5 7 -8 -9 9 -11 14 13 -14 -15 17 -17 -18 19 -20 20 29 24 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012168758665099366 0.0061695012085907358 -0.0072160334441012351 0.015170897475099301 0.036933727935715158 -0.01046176872653334 0.01520925257004597 0.028347447922665806 -0.0041410926399911953 0.0043348732881213995 -0.006138834248229889 0.029708906870481167 0.009791197864175127 -0.0012522452913111585 0.012372015510764882 0.0046271062655696788 -0.0048328521418890434 -0.0053039056534335306 0.013295888284129047 -0.010832178589484816 -0.010820495000267685 0.0015439256871244533 -0.0080777403256289907 -0.0083507899990610934 0.022378862888948949 -0.011144354776138794 0.011254819836767094 0.0074546774911864533 -0.0057602220790950306 0.0036379379344185616 -0.0029427862467844147
leaf_count=2339 47 335 22 20 26 33 27 281 47 169 20 25 30 29 46 22 538 24 95 48 3100 66 172 21 20 50 30 25 45 248
internal_value=0 -0.00804004 -0.105784 0.0287142 -0.275226 0.0275396 1.31849 -0.179075 0.0525449 -0.369129 0.0725344 -0.206239 1.54386 -0.309895 0.101043 1.29863 -0.437451 0.0892647 -0.490031 0.105984 0.0983105 -0.174834 -0.425506 0.0574706 0.211818 0.405258 -0.0946436 0.517525 0.943415 0.130267
internal_count=8000 7953 2361 5592 702 367 53 314 4890 216 4674 642 50 592 4032 42 563 3990 141 3849 3825 477 311 139 166 146 96 91 66 3348
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=281
num_leaves=31
num_cat=2
split_feature=3 13 9 11 9 11 15 13 14 14 14 6 6 11 15 11 15 6 13 15 19 5 13 5 16 2 5 9 11 16
split_gain=1.98923 4.24325 3.76445 2.35825 2.99492 2.54234 4.49097 4.81539 6.02206 3.7926 3.1125 2.73551 3.56106 4.01419 3.43283 3.57015 5.66741 3.69871 2.8013 2.48693 3.80682 2.67407 2.69987 2.44867 6.82332 6.9364 4.71456 8.10315 5.1561 3.46897
threshold=0 311337.00000000006 -975.49999999999989 -11707.999999999998 -2818.4999999999995 -10869.999999999998 0.76805000000000012 37246.500000000007 16659.000000000004 23541.750000000004 13286.250000000002 0.00085000000000000017 0.0035500000000000006 -9808.4999999999982 0.59165000000000012 -4507.4999999999991 0.74845000000000017 0.0020500000000000002 29497.500000000004 0.83340000000000003 2.5000000000000004 -19968.499999999996 116997.75000000001 -22066.499999999996 17.500000000000004 1 -23976.999999999996 -849.49999999999989 -8944.4999999999982 20.500000000000004
decision_type=9 8 10 2 8 2 8 10 2 2 2 8 8 2 10 2 10 10 8 8 2 2 8 2 8 1 2 8 2 8
left_child=1 2 -1 4 -2 6 -5 9 -9 -8 -7 18 14 19 -13 16 -16 -17 -12 -14 21 22 -21 24 25 -15 27 -26 -28 -25
right_child=3 -3 -4 5 -6 10 7 8 -10 -11 11 12 13 23 15 17 -18 -19 -20 20 -22 -23 -24 29 26 -27 28 -29 -30 -31
leaf_value=0.0078186089987888688 0.013948457003419786 0.014662742044987465 -0.0075464714867641662 -0.010640780477689307 -0.0059054470231479405 -0.0024078839377900348 0.0092692266932122031 0.016138233304584262 -0.00712919245986932 0.032471115523778592 0.0061194676980962709 -0.0041640181039753702 -0.010669825710389488 -0.0011382157841249797 0.022898248708690169 -0.011021165032897165 -0.00015679018991242234 0.0094152342291145275 -0.006063350315005097 0.014373202969684827 0.011294121802076583 -0.0092219677222952247 -0.0050422858837577749 -0.00095129035547998305 -0.01047172714685069 0.028417767826216141 0.010159922406976723 0.022310376525202999 -0.0098443010868306292 0.0010149515937706798
leaf_count=58 21 38 39 30 323 839 21 28 60 20 36 26 112 47 27 20 20 23 197 24 22 84 40 1813 39 21 28 25 287 3632
internal_value=0 0.30625 0.121997 -0.0131058 -0.454215 -0.00399389 0.519122 0.829508 0.196639 1.82529 -0.0126606 0.0120729 0.024872 0.0117348 0.585779 0.895495 1.47925 0.171613 -0.417382 -0.496089 -0.207006 -0.491757 0.261584 0.0284747 -0.304815 0.995203 -0.554398 0.583973 -0.789143 0.0445463
internal_count=8000 135 97 7865 344 7521 159 129 88 41 7362 6523 6290 6174 116 90 47 43 233 282 170 148 64 5892 447 68 379 64 315 5445
cat_boundaries=0 1 2
cat_threshold=17 2
shrinkage=0.01


Tree=282
num_leaves=31
num_cat=3
split_feature=17 15 14 5 6 0 3 16 16 17 5 13 16 11 6 15 11 11 6 5 11 11 5 4 6 6 9 9 13 5
split_gain=1.97397 3.17622 3.45505 3.3355 2.10523 2.00755 2.9246 2.98844 3.1664 5.62329 4.95056 6.85261 4.5695 7.05559 3.24155 3.91668 4.0098 5.33281 3.61471 5.72629 3.22451 5.65815 6.12258 7.61567 5.44 5.1269 5.98057 5.25431 6.19398 6.67442
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0.14295000000000002 0 1 4.5000000000000009 8.5000000000000018 0.20660000000000003 -12783.999999999998 72906.750000000015 28.500000000000004 -415.99999999999994 0.00065000000000000008 0.65045000000000008 -4507.4999999999991 -1189.4999999999998 0.027800000000000002 -20063.499999999996 -5408.9999999999991 -3695.9999999999995 -20745.499999999996 2 0.060100000000000008 0.0063500000000000006 -563.49999999999989 -418.49999999999994 239040.00000000003 -15890.499999999998
decision_type=10 10 2 2 8 1 9 8 8 8 2 8 8 2 8 8 2 2 8 2 2 2 2 1 8 8 10 8 10 2
left_child=5 -2 3 -3 -5 -1 7 -7 9 -9 11 -11 13 -10 -14 16 18 -18 19 -16 25 22 -22 -24 -23 -17 -27 28 29 -28
right_child=1 2 -4 4 -6 6 -8 8 12 10 -12 -13 14 -15 15 20 17 -19 -20 -21 21 24 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0007770138295833327 -0.01046910955123981 -0.010364773966045009 -0.0077804372143344958 0.00019114471851740079 0.014324512849762661 -0.0051490897954347518 -0.0024831046160457685 -0.0037725744305815252 -0.0057332751314066637 0.022184463785235645 0.019090689641841248 -0.0067630321083116387 -0.0065537521848700597 0.01183442124726075 0.033542447047238889 0.012716281261725174 -0.008717778379131895 0.012198069253230944 -0.0030635591580711165 0.0090196936238559049 -0.0078943171677882881 -0.0060463738138949365 0.024409105536709132 0.0043101883741751817 0.00078049017309287901 -0.0035539860328718661 -0.010659444444442539 -0.00029448931604307587 0.028549048513794216 0.016124097631396134
leaf_count=2620 122 39 105 26 24 224 896 84 399 21 33 47 115 27 20 34 34 23 20 30 94 222 30 399 1026 1025 31 188 22 20
internal_value=0 -0.373855 -0.0360389 0.464588 0.864683 0.00664033 -0.0430297 -0.000441323 0.0197632 0.53149 1.06563 0.261192 -0.00262141 -0.401511 0.0406331 0.0601255 0.645708 -0.00913434 1.20815 1.61567 0.0313481 0.118022 0.414776 0.528704 -0.0124658 -0.136584 -0.184859 0.296085 1.14171 0.460253
internal_count=8000 316 194 89 50 7684 5064 4168 3944 185 101 68 3759 426 3333 3218 127 57 70 50 3091 1771 523 429 1248 1320 1286 261 73 51
cat_boundaries=0 1 2 3
cat_threshold=2 73 2
shrinkage=0.01


Tree=283
num_leaves=31
num_cat=2
split_feature=3 17 4 5 18 11 9 11 15 13 14 14 14 6 6 11 15 11 15 6 13 15 19 5 13 18 13 13 15 14
split_gain=1.95041 4.18732 4.55699 2.71683 2.4799 2.31522 2.91701 2.47842 4.40537 4.61755 5.82395 3.52423 3.0571 2.65862 3.44643 3.93361 3.33879 3.36978 5.38561 3.6232 2.76059 2.47745 3.7175 2.64625 2.63015 2.4411 3.42062 3.06264 4.74645 3.61198
threshold=0 0.16400000000000003 1 -20972.499999999996 0.0028500000000000005 -11707.999999999998 -2818.4999999999995 -10869.999999999998 0.76805000000000012 37246.500000000007 16659.000000000004 23541.750000000004 13286.250000000002 0.00085000000000000017 0.0035500000000000006 -9808.4999999999982 0.59165000000000012 -4507.4999999999991 0.74845000000000017 0.0020500000000000002 29497.500000000004 0.83340000000000003 2.5000000000000004 -19968.499999999996 116997.75000000001 0.0046500000000000005 269910.00000000006 90002.250000000015 0.6896500000000001 11549.250000000002
decision_type=9 8 1 2 10 2 8 2 8 10 2 2 2 8 8 2 10 2 10 10 8 8 2 2 8 10 10 10 8 2
left_child=1 4 -3 -4 -1 6 -2 8 -7 11 -11 -10 25 20 16 21 -15 18 -18 -19 -14 -16 23 24 -23 27 -27 28 -9 -30
right_child=5 2 3 -5 -6 7 -8 12 9 10 -12 -13 13 14 15 -17 17 19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0056966685833475987 0.013598473168709694 0.011500773148075483 0.0076608375689968438 -0.010957189389193576 0.021891380711337269 -0.010638441527967725 -0.0058743585835549809 0.016093932208999951 0.0091323403219617742 0.015719974122694217 -0.0070964211051465689 0.03129608768118243 0.0060675647294386259 -0.0041507073360408445 -0.010663233435491087 0.00028054437490936948 0.022195122049244023 -0.011004774165995365 -0.00019010574761009304 0.0092822039940710192 -0.0060190265784175884 0.014107675594525472 0.011092182640192133 -0.0091956899805207253 -0.0050150046005902442 -0.010651080279691061 0.00931465851611454 -0.005009097042129507 0.0018133243600638232 -0.0058129176955236481
leaf_count=27 21 26 20 42 20 30 323 20 21 28 60 20 36 26 112 5892 27 20 20 23 197 24 22 84 40 130 21 267 280 121
internal_value=0 0.302934 0.106985 -0.573635 1.43169 -0.0130242 -0.451193 -0.00401659 0.511509 0.816365 0.194532 1.78254 -0.012592 0.0119013 0.0244823 0.0115294 0.575037 0.878592 1.44006 0.172693 -0.412779 -0.492607 -0.204457 -0.488129 0.259482 -0.23893 -0.784806 -0.155884 0.0340387 -0.0659112
internal_count=8000 135 88 62 47 7865 344 7521 159 129 88 41 7362 6523 6290 6174 116 90 47 43 233 282 170 148 64 839 151 688 421 401
cat_boundaries=0 1 2
cat_threshold=17 16
shrinkage=0.01


Tree=284
num_leaves=31
num_cat=0
split_feature=7 16 8 5 9 5 15 15 11 5 11 5 14 16 11 9 6 6 13 16 13 11 11 13 14 14 15 17 14 6
split_gain=1.94727 1.99699 3.95535 2.8907 4.07631 4.60485 8.4831 6.02509 3.22078 3.39658 2.84308 6.1008 6.52614 6.23895 4.62629 9.33233 3.77428 3.06547 5.23625 2.95934 2.81507 6.47572 2.80503 3.08681 3.5997 2.7748 2.67465 4.25526 6.65479 3.94977
threshold=2.5000000000000004 21.500000000000004 1.0000000180025095e-35 -22132.999999999996 -1084.4999999999998 -24116.999999999996 0.93140000000000012 0.69615000000000016 -316.49999999999994 -18290.499999999996 -9136.4999999999982 -21700.499999999996 20135.250000000004 22.500000000000004 -9006.4999999999982 -1423.4999999999998 0.0020500000000000002 0.00085000000000000017 70716.960000000006 22.500000000000004 27513.000000000004 -9006.4999999999982 -8944.4999999999982 179898.75000000003 23541.750000000004 23854.500000000004 0.82035000000000013 0.15320000000000003 20686.500000000004 0.14295000000000002
decision_type=2 8 10 2 8 2 8 8 2 2 2 2 2 10 2 10 8 8 8 8 10 2 2 10 2 2 10 10 2 8
left_child=1 2 -1 4 20 6 -6 -7 10 25 11 12 -5 16 15 -12 -13 18 -16 -19 21 -3 23 24 -9 -10 -21 -28 -29 -30
right_child=-2 3 -4 8 5 7 -8 22 9 -11 14 13 -14 -15 17 -17 -18 19 -20 26 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.0011974175593882444 0.0060882488008520896 0.024795787004650519 0.014856417336583003 0.03559085051752902 -0.010461386830222002 0.014798690296488176 0.027075227818686591 -0.010543641261003092 -0.0058576545166951358 -0.0061090976639019846 0.028797418462213554 0.0093859047569424467 -0.0012262224218001529 0.012089557281851755 0.00462898617357936 -0.0047990380903786337 -0.0052580320429315664 0.013029875400618077 -0.010812500605142168 0.0011706507380798031 -0.0094196260351600732 -0.010535050829426629 -0.0073558012725788184 0.016971582101629086 0.0097805165310472907 0.010892741531664155 -0.0061958101013031468 0.02282585175465009 -0.01063393879364832 0.011350556850011793
leaf_count=2339 47 22 22 20 26 33 27 49 22 169 20 25 30 29 46 22 538 24 95 3547 281 32 174 24 34 25 184 22 51 21
internal_value=0 -0.007958 -0.103951 0.0280703 -0.269448 0.0312196 1.2763 -0.172862 0.0512123 -0.367107 0.0709773 -0.203191 1.5148 -0.306626 0.0988555 1.2746 -0.433749 0.0872017 -0.480753 0.103346 -0.71689 0.31018 -0.406996 0.218944 -0.225846 0.425589 0.0957575 -0.292821 0.482659 -0.260018
internal_count=8000 7953 2361 5592 702 367 53 314 4890 216 4674 642 50 592 4032 42 563 3990 141 3849 335 54 281 107 83 47 3825 278 94 72
shrinkage=0.01


Tree=285
num_leaves=31
num_cat=6
split_feature=17 15 14 5 6 0 9 13 16 17 18 9 9 16 11 4 9 2 5 3 5 9 11 9 15 15 2 11 11 2
split_gain=1.93614 3.15295 3.40005 3.27189 1.99725 1.97089 2.89883 4.19761 5.91842 4.40313 4.20805 4.86658 3.48512 3.16631 3.67369 3.53199 4.60986 3.90629 8.42639 3.26883 3.26048 4.98998 4.49438 6.75309 4.25618 2.9386 5.04458 2.99167 5.92446 4.5828
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0.14295000000000002 0 -236.49999999999997 85726.62000000001 8.5000000000000018 0.062000000000000006 0.00085000000000000017 -172.49999999999997 -71.499999999999986 21.500000000000004 -196.49999999999997 1 -1015.4999999999999 2 -16470.499999999996 3 -17942.999999999996 -1262.4999999999998 -4298.4999999999991 -2393.4999999999995 0.70925000000000005 0.65045000000000008 4 -5408.9999999999991 -3907.4999999999995 5
decision_type=10 10 2 2 8 1 10 10 8 10 10 10 8 8 2 1 8 1 2 9 2 8 2 10 10 8 1 2 2 1
left_child=5 -2 3 -3 -5 -1 13 9 -9 10 11 -8 -13 14 -7 16 17 18 -15 20 -17 22 23 -22 -23 26 -21 29 -29 -27
right_child=1 2 -4 4 -6 6 7 8 -10 -11 -12 12 -14 15 -16 19 -18 -19 -20 25 21 24 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.00076922175008727067 -0.010464214658884535 -0.010361930779361452 -0.0077560883426914286 0.00024775920551268495 0.014003414633946217 -0.0037331902210163792 0.014516463911341142 0.013977701005589474 -0.0030198336962855808 -0.011026745847526111 0.018240206986327306 -0.0044093196115947029 0.0083300505450704526 0.02875829756152308 0.0089624701239342571 -0.0083364307269235861 -0.010806636940845079 -0.005476825257286687 -0.0029137603189569494 -0.00503402402700739 -0.0039415021206451722 -0.0078753870897981318 -0.0026678180441901743 0.023507112074363307 0.0075414821361803209 0.00022527627443733663 0.0096732589459883802 0.0046204965422613079 -0.0002118281003234868 -0.0054728640458601993
leaf_count=2620 122 39 105 26 24 870 32 25 202 20 23 55 31 24 26 261 117 96 36 45 25 157 61 35 40 875 89 422 1157 340
internal_value=0 -0.37122 -0.0352606 0.459551 0.852756 0.00653894 -0.0427079 0.225105 -0.0951732 0.588558 0.742688 0.491308 0.087862 -0.0750635 -0.310018 -0.0299133 -0.47758 -0.0133391 0.772433 0.00159992 -0.263948 -0.121576 0.525282 1.28942 -0.513559 0.0499804 0.545691 0.0233148 0.114739 -0.146003
internal_count=8000 316 194 89 50 7684 5064 388 227 161 141 118 86 4676 896 3780 273 156 60 3507 579 318 121 60 197 2928 134 2794 1579 1215
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2 4 1 34 1 2
shrinkage=0.01


Tree=286
num_leaves=31
num_cat=2
split_feature=17 15 3 18 14 11 15 13 17 18 9 14 11 9 7 13 9 18 11 9 18 11 13 16 5 0 11 11 9 15
split_gain=1.92026 1.95975 1.94603 4.39149 2.77144 2.65514 2.31768 2.34769 3.06658 4.9409 5.02393 3.02127 2.34969 2.81056 2.7921 5.63056 7.74758 4.13372 3.49905 3.6568 3.36819 6.21014 3.8627 4.88227 4.35199 4.23696 4.18744 3.92956 3.60941 6.45479
threshold=0.41000000000000009 0.84645000000000004 0 0.0028500000000000005 14337.000000000002 -4437.4999999999991 0.95100000000000018 1127052.0000000002 0.20660000000000003 0.053750000000000006 -2381.4999999999995 42907.500000000007 -11707.999999999998 -2818.4999999999995 1.0000000180025095e-35 336332.25000000006 -1897.4999999999998 0.0043500000000000006 -11000.999999999998 -1588.4999999999998 0.090750000000000011 -6136.9999999999991 27513.000000000004 13.500000000000002 -12120.499999999998 1 -1991.9999999999998 -8519.4999999999982 -1719.4999999999998 0.68310000000000015
decision_type=10 10 9 10 2 2 10 10 8 8 10 2 2 8 2 10 10 10 2 8 10 2 10 8 2 1 2 2 10 8
left_child=2 -2 3 4 -1 -6 7 12 -9 -10 -11 -12 13 -4 18 -16 -17 -18 -14 20 22 -22 23 -20 26 28 27 -25 29 -24
right_child=1 -3 6 -5 5 -7 -8 8 9 10 11 -13 14 -15 15 16 17 -19 19 -21 21 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.014685434483771319 -0.01055535074227004 0.0040731490970515438 0.013274735043070779 0.018436389750082577 -0.0073818847472498375 0.0056191532047255785 -0.0067569180688431861 -0.0082928468252946343 0.017290255982387967 0.014087540054928325 -0.0084721940821284002 0.0041847054941185832 0.007560619625181909 -0.0057437050332152561 0.00098298163607233322 0.024830515665417156 0.0081224793558282871 -0.010915792049785617 -0.0069700141659059167 0.00029517641159559373 0.028677259310975204 -0.0013269211336663616 0.014236908537580828 0.011564653890489707 0.013128090440125049 -0.0051235921521619703 0.014371878698592163 -0.0051481457991470869 0.0084013502298712663 -0.0031357394898594185
leaf_count=20 82 23 21 23 48 41 108 129 24 20 103 32 106 316 683 20 55 22 74 4444 20 46 28 28 31 895 27 115 52 364
internal_value=0 -0.648722 0.00264314 0.30833 0.260316 -0.0314951 -0.00809156 -0.00211767 -0.333825 -0.032745 -0.252072 -0.51809 0.0104633 -0.436149 0.0201701 0.20168 0.947003 0.380358 -0.00882756 -0.0188287 -0.186354 0.828399 -0.219179 0.175063 0.457492 -0.319208 0.117678 -0.178467 -0.0384328 -0.167458
internal_count=8000 105 7895 132 109 89 7763 7655 308 179 155 135 7347 337 7010 780 97 77 6230 6124 1680 66 1614 275 201 1339 170 143 444 392
cat_boundaries=0 1 2
cat_threshold=17 2
shrinkage=0.01


Tree=287
num_leaves=31
num_cat=1
split_feature=18 18 6 17 18 6 15 14 5 13 13 14 5 17 7 9 13 5 5 13 11 11 5 0 16 11 5 9 19 13
split_gain=1.90101 3.72084 2.37954 3.32159 2.11175 4.19627 5.46614 5.91502 3.69901 7.87554 2.26045 2.38215 3.9403 2.28438 2.25592 3.41449 4.36346 4.22923 8.80235 5.907 3.47873 6.24335 8.60551 6.88581 6.4147 5.93461 5.44526 4.66047 4.417 8.5282
threshold=0.32130000000000009 0.24905000000000002 0.32790000000000002 0.41000000000000009 0.046250000000000006 0.055400000000000012 0.85300000000000009 28224.000000000004 -21453.499999999996 202497.75000000003 88557.750000000015 24466.500000000004 -15773.499999999998 0.062000000000000006 1.0000000180025095e-35 -490.49999999999994 22502.250000000004 -20745.499999999996 -20467.499999999996 105869.25000000001 -1991.9999999999998 -2813.4999999999995 -13072.499999999998 0 23.500000000000004 -3019.9999999999995 -18113.999999999996 -197.49999999999997 1.5000000000000002 189060.75000000003
decision_type=10 10 10 10 10 10 8 2 2 10 10 2 2 10 2 8 8 2 2 10 2 2 2 1 8 2 2 8 2 10
left_child=1 2 3 4 14 8 7 -7 9 -6 11 12 -10 -14 15 17 -17 -1 19 -19 21 24 26 -24 -18 27 -23 -26 29 -22
right_child=-2 -3 -4 -5 5 6 -8 -9 10 -11 -12 -13 13 -15 -16 16 20 18 -20 -21 28 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0041891839921839157 -0.010675321973667374 0.016020167817813864 0.010112297420571523 -0.010528625277080648 -0.0054671540818133756 -0.0033343894232191846 -0.010636178043238501 0.02397463372274633 -0.010576836934653356 0.028789456770838998 -0.0095959972141518145 -0.0067440168470260355 0.013913220140123028 -0.0028478295807192132 0.0017275396120919786 0.0063315492115576071 -0.0038682438299049737 0.025497145430021632 -0.00062693318719377002 0.00082551054255409042 -0.0014615921172035241 0.011207188933697534 0.024748304331748558 0.0052687197811749501 0.005632668073660212 -0.011529008163982932 -0.0068156897434949529 0.00064207752049493991 -0.0032620652137309485 0.018927174040281183
leaf_count=828 35 25 32 79 54 23 28 30 37 20 171 125 26 20 814 121 361 31 3431 39 76 38 25 34 309 33 57 634 441 23
internal_value=0 0.000622876 -0.0033788 -0.00742809 -0.00192049 -0.264442 0.601982 1.3019 -0.430941 0.608418 -0.576801 -0.300824 0.212041 0.804291 0.0120971 -0.0136787 0.0901585 -0.0837245 -0.0387177 1.44674 0.0476655 0.136861 0.754486 1.52287 0.0561061 0.18693 -0.0192564 0.238759 -0.174707 0.405967
internal_count=8000 7965 7940 7908 7829 534 81 53 453 74 379 208 83 46 7295 6481 2152 4329 3501 70 2031 1491 154 59 1337 976 95 943 540 99
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=288
num_leaves=31
num_cat=0
split_feature=7 5 5 15 7 14 9 13 13 9 6 14 11 13 13 13 6 13 11 9 13 13 5 14 14 14 13 5 15 16
split_gain=1.88752 1.92921 5.96758 2.98637 2.92576 2.9222 4.40807 2.90562 3.08995 6.05631 5.71526 6.41434 4.7175 5.78781 5.72057 3.56272 4.52348 3.49973 5.6792 3.93 5.81622 9.74683 3.40817 2.95482 4.97753 2.51846 3.7021 3.57324 3.61691 3.42994
threshold=2.5000000000000004 -19736.499999999996 -20155.499999999996 0.8791500000000001 1.0000000180025095e-35 54600.750000000007 -1480.4999999999998 12503.250000000002 54915.30000000001 -1056.4999999999998 0.010350000000000002 19289.250000000004 -9006.4999999999982 39555.000000000007 27009.000000000004 136811.25000000003 0.0024500000000000004 156663.04500000001 -6095.4999999999991 -2335.9999999999995 202497.75000000003 441459.00000000006 -20296.999999999996 12874.500000000002 11097.000000000002 48150.000000000007 3115581.7500000005 -16889.499999999996 0.76805000000000012 5.5000000000000009
decision_type=2 2 2 10 2 2 8 8 8 10 10 2 2 10 10 8 8 8 2 8 10 10 2 2 2 2 10 2 10 10
left_child=1 2 5 25 -5 7 -7 -1 9 12 11 -11 13 14 -9 -10 -17 18 -18 20 -19 -22 23 24 -21 26 -3 -27 29 -29
right_child=-2 3 -4 4 -6 6 -8 8 15 10 -12 -13 -14 -15 -16 16 17 19 -20 22 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.010576813583885998 0.005980349724610803 0.0005840132916404661 -0.0080642865659224534 -0.0090307160613060031 0.0037651953475245133 -0.01045734846030902 0.016726858095691317 0.0053539129495599174 -0.0047897967105128298 -0.01067128808971105 0.031612956011759764 0.014925561881929139 -0.006039379585005427 -0.010390629256615725 0.039621284964513705 0.015401912498407444 -0.010449204910563302 -0.010421908078942147 0.023167160107119115 -0.0040314383250011302 0.031019460216386147 -0.010466429712573267 0.010802784180542431 -0.0047306420635253362 0.017151929248618834 -0.0083555017619653237 -0.0087429757292618541 0.0029010820121412638 -0.010720583679487224 -0.0049387055883377915
leaf_count=68 47 5190 257 153 28 22 41 34 495 28 20 43 146 31 22 35 20 31 26 58 34 22 29 490 33 136 61 229 59 112
internal_value=0 -0.00782668 -0.140943 0.0172908 -0.553436 -0.0430364 0.926132 -0.0808 -0.0420956 0.358606 1.18078 0.669701 -0.123814 0.897245 1.86845 -0.146416 0.0362405 -0.0432078 1.16869 -0.123518 0.856887 1.69676 -0.242383 -0.328056 0.393321 0.0280707 0.0492719 -0.221272 -0.0654611 0.0551975
internal_count=8000 7953 1985 5968 181 1728 63 1665 1597 324 91 71 233 87 56 1273 778 743 46 697 87 56 610 581 91 5787 5251 536 400 341
shrinkage=0.01


Tree=289
num_leaves=31
num_cat=0
split_feature=18 18 6 17 18 6 15 14 5 13 13 14 5 17 7 14 9 13 5 5 13 15 14 5 9 11 15 5 16 11
split_gain=1.87802 3.60741 2.31981 3.28553 2.0662 4.13181 5.31718 5.66033 3.63266 7.45553 2.24998 2.35126 3.85861 2.20611 2.19204 3.34544 3.33782 4.24013 4.14321 8.53665 5.57082 3.4406 3.2692 3.22031 3.20118 3.1609 5.34636 3.47161 3.38445 3.08209
threshold=0.32130000000000009 0.24905000000000002 0.32790000000000002 0.41000000000000009 0.046250000000000006 0.055400000000000012 0.85300000000000009 28224.000000000004 -21453.499999999996 202497.75000000003 88557.750000000015 24466.500000000004 -15773.499999999998 0.062000000000000006 1.0000000180025095e-35 8689.5000000000018 -490.49999999999994 22502.250000000004 -20745.499999999996 -20467.499999999996 105869.25000000001 0.85955000000000015 9983.2500000000018 -21364.999999999996 -433.49999999999994 -5717.4999999999991 0.82035000000000013 -21581.499999999996 13.500000000000002 -1991.9999999999998
decision_type=10 10 10 10 10 10 8 2 2 10 10 2 2 10 2 2 8 8 2 2 10 10 2 2 10 2 10 2 8 2
left_child=1 2 3 4 14 8 7 -7 9 -6 11 12 -10 -14 16 -16 18 24 23 20 -20 29 -17 25 -18 26 28 -27 -1 -19
right_child=-2 -3 -4 -5 5 6 -8 -9 10 -11 -12 -13 13 -15 15 22 17 21 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.014834273594097303 -0.010668038498534933 0.015685063999695881 0.0099510694859092814 -0.010523321468745945 -0.0054291791477281007 -0.0033080364878685193 -0.010627529333528219 0.023339737118357962 -0.010570027242726949 0.027619324310514934 -0.0095790974646262489 -0.0067137548203463227 0.013629883318887606 -0.0028260071908866018 0.013399644614667885 -0.011246431813831064 0.017876683728240386 0.0014843941789796451 0.024701470811689798 -0.00062094479057340048 0.00084188663044582903 -0.010762560031915584 0.0016785971303953256 -0.010476974790091704 0.0042373233816935434 -0.0079649080451032819 0.020093061446917998 0.0075950172900819618 -0.0030143418392069477 -0.0014827181401553715
leaf_count=27 35 25 32 79 54 23 28 30 37 20 171 125 26 20 31 26 20 1466 31 3431 39 49 757 166 101 280 33 32 290 516
internal_value=0 0.000618479 -0.00334532 -0.00735818 -0.001906 -0.262027 0.596098 1.27792 -0.428097 0.598338 -0.573786 -0.298437 0.210385 0.791331 0.0119401 0.170174 -0.0134932 0.0891242 -0.0828081 -0.0383442 1.4165 0.0471554 0.132258 -0.415507 0.623158 -0.261233 0.0848359 -0.605362 -0.125093 0.0646163
internal_count=8000 7965 7940 7908 7829 534 81 53 453 74 379 208 83 46 7295 814 6481 2152 4329 3501 70 2031 783 828 121 662 350 312 317 1982
shrinkage=0.01


Tree=290
num_leaves=31
num_cat=1
split_feature=18 18 6 17 18 6 15 14 5 13 13 14 5 18 16 2 11 5 5 16 5 16 11 14 14 13 14 14 7 11
split_gain=1.85813 3.49375 2.25701 3.25141 2.03092 4.05433 5.18062 5.40899 3.57314 7.13065 2.23955 2.31891 3.78742 2.17149 2.1502 3.85104 9.10977 3.6324 5.37872 4.37773 4.62388 4.08293 3.93062 3.45427 7.61347 3.15787 3.79827 5.27543 2.89684 4.23497
threshold=0.32130000000000009 0.24905000000000002 0.32790000000000002 0.41000000000000009 0.046250000000000006 0.055400000000000012 0.85300000000000009 28224.000000000004 -21453.499999999996 202497.75000000003 88557.750000000015 24466.500000000004 -15773.499999999998 0.084050000000000014 7.5000000000000009 0 -9411.4999999999982 -19449.499999999996 -18760.499999999996 5.5000000000000009 -13008.499999999998 1.5000000000000002 -8163.4999999999991 32276.250000000004 37804.500000000007 28362.015000000003 35991.000000000007 29049.750000000004 1.0000000180025095e-35 -854.49999999999989
decision_type=10 10 10 10 10 10 8 2 2 10 10 2 2 10 8 1 2 2 2 10 2 10 2 2 2 10 2 2 2 2
left_child=1 2 3 4 14 8 7 -7 9 -6 11 12 -10 -14 15 17 -17 -1 -19 20 22 -22 -20 -21 -25 -23 27 -27 -16 -30
right_child=-2 -3 -4 -5 5 6 -8 -9 10 -11 -12 -13 13 -15 28 16 -18 18 19 23 21 25 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0083781315042200395 -0.01066114576330158 0.015344751072046957 0.009778887595934805 -0.010518003038115221 -0.0054016019515941227 -0.0032841304411563668 -0.010620996747777027 0.022695859468887442 -0.01056412302520662 0.026696854689604407 -0.0095631192184175064 -0.006684566018613931 0.015412200547616928 -9.5996942762818869e-05 2.1296712463483261e-05 0.020154268857518792 -0.0077225047478179888 0.018591557709230135 0.01180680432085004 -0.010881738811025683 -0.0038692470005982551 -0.00077735593593836172 -0.0044495045664013104 0.017775859911485409 -0.0080929547151311395 0.016879531191475328 0.024400941232936187 -0.0054013367985755517 0.0033140477869479171 -0.0035760147525000043
leaf_count=103 35 25 32 79 54 23 28 30 37 20 171 125 22 24 5675 22 272 29 31 79 31 25 162 21 53 31 25 21 609 106
internal_value=0 0.000604628 -0.00331989 -0.00729332 -0.00189438 -0.260138 0.587567 1.25278 -0.425526 0.589229 -0.571047 -0.29636 0.208089 0.779217 0.011816 -0.173599 -0.567369 0.000723743 0.112119 0.0224294 0.270829 0.723115 -0.186379 -0.517338 0.0707195 1.05033 1.37278 0.845693 0.0331066 0.224509
internal_count=8000 7965 7940 7908 7829 534 81 53 453 74 379 208 83 46 7295 905 294 611 508 479 326 133 193 153 74 102 77 52 6390 715
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=291
num_leaves=31
num_cat=1
split_feature=3 13 9 9 11 9 11 15 13 14 14 14 6 6 11 15 11 15 6 13 15 19 5 9 18 13 13 15 14 9
split_gain=1.85249 3.98463 3.62173 2.23914 2.23043 2.75259 2.37784 4.27729 4.31725 5.62395 3.19833 3.03589 2.54404 3.27747 3.84826 3.23455 3.22843 5.05369 3.52012 2.69106 2.46903 3.60146 2.61121 2.48913 2.40369 3.38768 2.9966 4.57947 3.53683 5.84816
threshold=0 311337.00000000006 -975.49999999999989 -2081.4999999999995 -11707.999999999998 -2818.4999999999995 -10869.999999999998 0.76805000000000012 37246.500000000007 16659.000000000004 23541.750000000004 13286.250000000002 0.00085000000000000017 0.0035500000000000006 -9808.4999999999982 0.59165000000000012 -4507.4999999999991 0.74845000000000017 0.0020500000000000002 29497.500000000004 0.83340000000000003 2.5000000000000004 -19968.499999999996 -2276.4999999999995 0.0046500000000000005 269910.00000000006 90002.250000000015 0.6896500000000001 11549.250000000002 -290.49999999999994
decision_type=9 8 10 10 2 8 2 8 10 2 2 2 8 8 2 10 2 10 10 8 8 2 2 10 10 10 10 8 2 10
left_child=1 2 3 -1 5 -2 7 -6 10 -10 -9 24 19 15 20 -14 17 -17 -18 -13 -15 22 23 -22 26 -26 27 -8 29 -29
right_child=4 -3 -4 -5 6 -7 11 8 9 -11 -12 12 13 14 -16 16 18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0031827774433026384 0.012855248278452185 0.014055032658612783 -0.0075354065150626884 0.013064250672398289 -0.010632741985837572 -0.005809095029389825 0.01567412812202594 0.0088663044468390313 0.015292327320263453 -0.0070649991010255887 0.02970031553777517 0.0059793688440980351 -0.004158629802052686 -0.010657166117689991 0.00028004647385914723 0.021452317819850849 -0.010998072564828156 -0.00017636339590971874 0.0090175711655578333 -0.0059486509482874561 -0.010524215826472581 0.010826360116625591 -0.0091636263016535782 0.0089061969230244467 -0.010647604397668034 0.0091829903929197057 -0.0049834272608069875 -0.00012586407391797997 -0.0057894597504104528 0.017869590967367167
leaf_count=22 21 38 39 36 30 323 20 21 28 60 20 36 26 112 5892 27 20 20 23 197 23 22 84 41 130 21 267 259 121 21
internal_value=0 0.294745 0.111356 0.75041 -0.0126629 -0.444978 -0.0038548 0.499584 0.796187 0.191596 1.71693 -0.0122897 0.0121257 0.024381 0.0117001 0.559684 0.856437 1.40171 0.165323 -0.405565 -0.488719 -0.201191 -0.483617 0.257517 -0.238067 -0.782258 -0.155882 0.0315182 -0.0672816 0.176504
internal_count=8000 135 97 58 7865 344 7521 159 129 88 41 7362 6523 6290 6174 116 90 47 43 233 282 170 148 64 839 151 688 421 401 280
cat_boundaries=0 1
cat_threshold=17
shrinkage=0.01


Tree=292
num_leaves=31
num_cat=1
split_feature=5 16 16 11 5 16 14 9 9 14 19 15 9 6 16 11 9 18 14 14 14 18 4 5 5 15 5 15 11 13
split_gain=1.83994 2.82771 4.74215 4.22379 3.58148 4.29272 3.32181 4.54029 3.06044 2.74488 2.5724 3.95139 4.2682 3.92404 3.62852 5.54792 10.8967 3.93578 3.26068 6.45444 4.23275 3.11399 3.41697 3.10277 3.77732 4.91678 3.94208 3.71285 3.52005 3.40994
threshold=-12120.499999999998 15.500000000000002 21.500000000000004 -1391.4999999999998 -12003.499999999998 1.5000000000000002 57611.250000000007 -839.49999999999989 -2679.4999999999995 20686.500000000004 2.5000000000000004 0.75500000000000012 -2507.4999999999995 0.0030500000000000002 8.5000000000000018 -1415.9999999999998 -2366.4999999999995 0.14735000000000001 38475.000000000007 31650.750000000004 15162.750000000002 0.10015 0 -12241.999999999998 -14389.499999999998 0.79420000000000013 -14281.499999999998 0.82685000000000008 -7799.4999999999991 229920.75000000003
decision_type=2 10 10 2 2 8 2 8 8 2 2 8 10 10 8 2 10 10 2 2 2 10 1 2 2 8 2 8 2 10
left_child=10 4 -3 9 -2 -6 8 -8 -7 -4 14 12 13 -12 15 21 -17 23 19 20 -14 22 -1 24 29 -26 -27 -28 -29 -16
right_child=1 2 3 -5 5 6 7 -9 -10 -11 11 -13 18 -15 17 16 -18 -19 -20 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0072153909206314291 0.0085636800600905824 -0.0079783528017555744 0.013128148236967688 -0.011233069328044879 -0.010944779549460923 -0.0083033038316930735 0.018337640585111278 -0.0017993975435075171 0.0010727337688453216 -0.00062780672095772057 -0.0033483126876701821 -0.0026580279946663943 0.010977997440011933 0.017495824865789704 -0.00053187032070889264 0.022220168790341881 -0.0036506199681416453 -0.010599016639175366 -0.010633667395931726 0.018150587779548255 -0.0069441123202605573 0.013180696839496461 -0.007616518697665442 -0.011533945150728548 -0.0038758591598098266 0.017079201982491587 0.016983065794411629 -0.010961999597226237 0.0038343957661693341 0.0026738276633169774
leaf_count=37 55 106 25 20 43 44 23 20 1441 27 20 1224 27 34 2858 30 90 71 48 25 78 20 416 21 108 23 22 24 347 673
internal_value=0 0.0786277 -0.314667 0.274074 0.116617 0.0885648 0.110386 0.952847 0.0862364 0.676322 -0.0414062 -0.180143 0.282508 1.12806 0.00581911 -0.321835 0.406104 0.0436263 -0.0415614 0.241824 -0.223556 -0.573349 -0.646454 0.0572074 0.0670872 0.323184 0.470176 0.388504 0.311016 0.00976678
internal_count=8000 1804 178 72 1626 1571 1528 43 1485 52 6196 1456 232 54 4740 593 120 4147 178 130 105 473 453 4076 4055 524 416 393 371 3531
cat_boundaries=0 1
cat_threshold=4
shrinkage=0.01


Tree=293
num_leaves=31
num_cat=2
split_feature=17 15 14 5 6 0 15 15 15 3 5 5 5 6 13 11 6 5 9 8 6 15 6 6 9 9 15 9 11 13
split_gain=1.8342 3.12005 3.32724 3.154 1.92408 1.90633 2.88272 3.19164 3.20265 2.81056 2.95022 3.26948 4.29976 4.21514 4.15125 5.57999 4.06163 4.05331 4.2438 3.37229 3.68235 4.75895 5.02626 5.94693 3.54085 3.72305 4.10846 3.95969 3.00476 4.76819
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 -17422.499999999996 0.14295000000000002 0 0.54915000000000014 0.61775000000000013 0.64390000000000003 1 -8576.9999999999982 -10657.499999999998 -10554.499999999998 0.015150000000000002 24345.000000000004 -533.99999999999989 0.057900000000000007 -9236.4999999999982 -611.49999999999989 1.0000000180025095e-35 0.00065000000000000008 0.65045000000000008 0.008550000000000002 0.0030500000000000002 -2890.4999999999995 -1579.4999999999998 0.8922000000000001 -1915.4999999999998 -8593.9999999999982 29497.500000000004
decision_type=10 10 2 2 8 1 8 8 8 9 2 2 2 10 8 2 10 2 8 10 8 8 10 8 8 8 10 10 2 8
left_child=5 -2 3 -3 -5 6 -1 -8 -9 10 11 13 -13 19 -14 17 -15 -16 -19 20 -7 22 23 -22 -23 27 28 -26 -27 -30
right_child=1 2 -4 4 -6 9 7 8 -10 -11 -12 12 14 16 15 -17 -18 18 -20 -21 21 24 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.011207651478335908 -0.010453964414607069 -0.010353254794200312 -0.0077059331306200693 0.00024481227181626482 0.013732868757061234 -0.0075209698109059541 0.011114650893034445 -0.011060324427405883 0.0008433371877397492 -0.0024398150707447218 -0.0089412807184049165 0.014290327288058166 0.0091218101273689515 -0.0067860360500077259 -0.0028027606805312404 0.011253073728228471 0.0019219554163606648 -0.0063507462839807825 0.011188437340354452 0.01312146025386559 0.011353116832940258 0.01143697751075343 0.020863344944378439 -0.0075787795506228033 -0.0011429795709816772 -0.0034645751175876316 0.017690696716884859 -0.0080511165289636026 -0.0039222669217321158 0.0017018182873155339
leaf_count=27 122 39 105 26 24 129 26 31 2536 896 37 23 42 417 236 35 154 20 38 25 40 37 20 45 664 370 21 183 223 1409
internal_value=0 -0.363766 -0.0299241 0.458174 0.838845 0.00637444 0.0755842 0.0858806 0.0724683 -0.0421135 -0.000404015 0.0110891 0.256255 -0.0359964 0.175908 0.0438834 -0.419206 -0.0986065 0.598708 0.0102994 -0.00192037 0.0214528 0.737821 0.317589 -0.011165 -0.0269046 0.0531229 -0.268983 0.0365456 0.0913888
internal_count=8000 316 194 89 50 7684 2620 2593 2567 5064 4168 4131 394 3737 371 329 571 294 58 3166 3141 3012 105 85 2907 2870 2023 847 2002 1632
cat_boundaries=0 1 2
cat_threshold=2 73
shrinkage=0.01


Tree=294
num_leaves=31
num_cat=2
split_feature=17 15 3 13 9 15 13 17 18 9 14 11 9 7 13 9 18 11 9 18 6 13 16 5 0 11 11 9 15 14
split_gain=1.82507 1.91716 1.85519 4.09122 3.49123 2.22258 2.27471 3.00779 4.68923 4.90504 2.97777 2.25009 2.64508 2.55372 5.44611 7.3076 4.0243 3.35304 3.46681 3.3211 5.87092 3.76853 4.76652 4.16995 4.1572 4.04345 3.82189 3.53518 6.22037 4.23377
threshold=0.41000000000000009 0.84645000000000004 0 311337.00000000006 -975.49999999999989 0.95100000000000018 1127052.0000000002 0.20660000000000003 0.053750000000000006 -2381.4999999999995 42907.500000000007 -11707.999999999998 -2818.4999999999995 1.0000000180025095e-35 336332.25000000006 -1897.4999999999998 0.0043500000000000006 -11000.999999999998 -1588.4999999999998 0.090750000000000011 0.010850000000000002 27513.000000000004 13.500000000000002 -12120.499999999998 1 -1991.9999999999998 -8519.4999999999982 -1719.4999999999998 0.68310000000000015 35637.750000000007
decision_type=10 10 9 8 10 10 10 8 8 10 2 2 8 2 10 10 10 2 8 10 10 10 8 2 1 2 2 10 8 2
left_child=2 -2 3 4 -1 6 11 -8 -9 -10 -11 12 -4 17 -15 -16 -17 -13 19 21 -21 22 -19 25 27 26 -24 28 -23 -29
right_child=1 -3 5 -5 -6 -7 7 8 9 10 -12 13 -14 14 15 16 -18 18 -20 20 -22 24 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.007396545513527605 -0.010543080539370789 0.0040063958163958132 0.012530921339328337 0.014385036880642937 -0.0074524512551980109 -0.0066769873463817919 -0.0082503530699295138 0.016620848692990443 0.013824160879793488 -0.0084431688136860882 0.0041257518068829723 0.0073734488139549957 -0.0056715995884603953 0.00091033071041562996 0.023951287875424044 0.0079141104304613439 -0.010909191341217013 -0.0069216784453898618 0.00028971781499193011 -0.0012317131728109213 0.027776551973132925 0.013873868330920056 0.011332367860626462 0.012850388467495347 -0.0050647398898102719 0.014062825918293449 -0.0051002879093084968 -0.0014815029171157607 -0.0030902465952870046 0.018876097729276807
leaf_count=58 82 23 21 36 38 108 129 24 20 103 32 106 316 683 20 55 22 74 4444 46 20 28 28 31 895 27 115 31 364 21
internal_value=0 -0.640391 0.00254309 0.300455 0.11903 -0.00796697 -0.00216488 -0.329678 -0.0325481 -0.249177 -0.514616 0.0101942 -0.429295 0.0196484 0.192809 0.922048 0.370046 -0.00817058 -0.0180176 -0.18168 0.825628 -0.214468 0.17495 0.452594 -0.313837 0.118571 -0.174823 -0.0356977 -0.164053 0.831811
internal_count=8000 105 7895 132 96 7763 7655 308 179 155 135 7347 337 7010 780 97 77 6230 6124 1680 66 1614 275 201 1339 170 143 444 392 52
cat_boundaries=0 1 2
cat_threshold=17 2
shrinkage=0.01


Tree=295
num_leaves=31
num_cat=1
split_feature=18 18 6 17 18 6 15 14 5 13 13 14 5 17 16 2 11 5 5 16 5 16 11 14 14 13 14 14 7 14
split_gain=1.81994 3.39389 2.18501 3.17681 1.97347 3.95911 5.01038 5.13215 3.51683 6.80638 2.22437 2.27666 3.70768 2.09893 2.07062 3.79826 8.86727 3.56706 5.18268 4.32207 4.44715 3.91001 3.84411 3.41373 7.37709 3.02666 3.53638 5.09698 2.76888 4.1793
threshold=0.32130000000000009 0.24905000000000002 0.32790000000000002 0.41000000000000009 0.046250000000000006 0.055400000000000012 0.85300000000000009 28224.000000000004 -21453.499999999996 202497.75000000003 88557.750000000015 24466.500000000004 -15773.499999999998 0.062000000000000006 7.5000000000000009 0 -9411.4999999999982 -19449.499999999996 -18760.499999999996 5.5000000000000009 -13008.499999999998 1.5000000000000002 -8163.4999999999991 32276.250000000004 37804.500000000007 28362.015000000003 35991.000000000007 29049.750000000004 1.0000000180025095e-35 8689.5000000000018
decision_type=10 10 10 10 10 10 8 2 2 10 10 2 2 10 8 1 2 2 2 10 2 10 2 2 2 10 2 2 2 2
left_child=1 2 3 4 14 8 7 -7 9 -6 11 12 -10 -14 15 17 -17 -1 -19 20 22 -22 -20 -21 -25 -23 27 -27 -16 -30
right_child=-2 -3 -4 -5 5 6 -8 -9 10 -11 -12 -13 13 -15 28 16 -18 18 19 23 21 25 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0083443928799803706 -0.010650847961246197 0.015060086864916443 0.0095873268093202447 -0.010510062345554912 -0.0053613788126262978 -0.0032644536951845237 -0.010613973794969376 0.021957702651491294 -0.010560157796360842 0.025807384732649687 -0.0095423166481133914 -0.0066459046378653918 0.013166905219959201 -0.0028383502570491497 2.0771986497089669e-05 0.019640350313409268 -0.0076885110222574488 0.018141685693149875 0.011647305757792287 -0.01087227527252878 -0.0038208936611599455 -0.00078263951640825851 -0.0043942271250634124 0.017273089676803449 -0.0080845197912534361 0.016487240164176332 0.023554715352918972 -0.0053857564458856099 0.015956749488410558 0.0017476636310844854
leaf_count=103 35 25 32 79 54 23 28 30 37 20 171 125 26 20 5675 22 272 29 31 79 31 25 162 21 53 31 25 21 26 689
internal_value=0 0.000585771 -0.00330143 -0.00722771 -0.00194484 -0.257106 0.577939 1.2224 -0.421794 0.582574 -0.56741 -0.293603 0.205436 0.765967 0.0115478 -0.170784 -0.563579 0.00223164 0.112114 0.0233284 0.269723 0.710899 -0.181124 -0.514827 0.0677665 1.02747 1.33985 0.830212 0.0324069 0.219275
internal_count=8000 7965 7940 7908 7829 534 81 53 453 74 379 208 83 46 7295 905 294 611 508 479 326 133 193 153 74 102 77 52 6390 715
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=296
num_leaves=31
num_cat=2
split_feature=18 18 18 19 15 18 0 9 17 14 6 17 16 2 11 5 5 16 5 16 11 14 14 13 14 14 18 7 11 11
split_gain=1.80069 3.2889 2.13649 3.89137 4.03407 6.98491 5.97733 4.20274 3.24086 3.2103 2.59997 2.44484 2.0329 3.74588 8.6521 3.51869 5.00143 4.24488 4.33236 3.79359 3.75005 3.38903 7.17514 2.91613 3.34906 4.92441 2.78062 2.70909 4.13701 5.76891
threshold=0.32130000000000009 0.24905000000000002 0.046250000000000006 2.5000000000000004 0.81380000000000019 0.072350000000000012 0 -1197.4999999999998 0.32500000000000007 29738.250000000004 0.32790000000000002 0.41000000000000009 7.5000000000000009 1 -9411.4999999999982 -19449.499999999996 -18760.499999999996 5.5000000000000009 -13008.499999999998 1.5000000000000002 -8163.4999999999991 32276.250000000004 37804.500000000007 28362.015000000003 35991.000000000007 29049.750000000004 0.021800000000000003 1.0000000180025095e-35 -854.49999999999989 -1748.9999999999998
decision_type=10 10 10 2 10 10 1 8 8 2 10 10 8 1 2 2 2 10 2 10 2 2 2 10 2 2 10 2 2 2
left_child=1 2 10 4 8 -6 7 -7 -4 -10 11 12 13 15 -15 -1 -17 18 20 -20 -18 -19 -23 -21 25 -25 -16 -14 29 -29
right_child=-2 -3 3 -5 5 6 -8 -9 9 -11 -12 -13 27 14 26 16 17 21 19 23 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0083231461379706505 -0.010644143085662363 0.014742014959090029 -0.0042848055980535815 -0.0084336047974861023 -0.010658323324901606 0.0096285940707726298 -0.0023917849729279228 0.037608211259649929 -0.0020828997021623327 0.023611407194228468 0.012672684750916891 -0.010503491111524106 2.0563923291022019e-05 0.019155087309013021 -0.0087938528146246329 0.017703825394418116 0.011416612550809667 -0.010863083445340432 -0.00379347105030817 -0.00077530030329251082 -0.0043665899346961952 0.016870042769883645 -0.0080568173492950382 0.016125036907261043 0.02291091832057501 -0.0053546383083120817 0.0079777500191210975 0.0017484865084056067 -0.0035867426823911258 0.010007943370971174
leaf_count=103 35 25 281 147 32 20 22 20 22 20 21 60 5675 22 251 29 31 79 31 25 162 21 53 31 25 21 21 527 106 82
internal_value=0 0.000572089 -0.00327651 -0.262508 -0.0402022 0.765134 1.5535 2.53923 -0.270037 0.936299 0.0109725 0.00719778 0.011427 -0.169408 -0.560716 0.00216137 0.11087 0.0230499 0.266472 0.70003 -0.179601 -0.511985 0.0670043 1.00942 1.31328 0.81691 -0.766167 0.0320753 0.216761 0.321991
internal_count=8000 7965 7940 564 417 94 62 40 323 42 7376 7355 7295 905 294 611 508 479 326 133 193 153 74 102 77 52 272 6390 715 609
cat_boundaries=0 1 2
cat_threshold=1 2
shrinkage=0.01


Tree=297
num_leaves=31
num_cat=2
split_feature=7 14 3 17 4 5 6 5 5 14 13 15 13 14 14 14 14 18 9 13 5 13 5 9 11 14 13 13 11 11
split_gain=1.78399 1.89663 1.83594 3.76067 4.35808 2.66837 2.36424 2.0687 4.50305 4.55769 4.88481 6.65293 5.68168 4.06531 3.9491 3.66705 4.93717 4.2946 4.05206 5.17779 3.93917 3.26754 3.59449 3.1361 2.95644 3.61926 3.07499 4.23806 5.21431 6.27943
threshold=2.5000000000000004 22268.250000000004 0 0.16400000000000003 1 -20972.499999999996 0.007150000000000001 -18480.999999999996 -17595.499999999996 44750.250000000007 274905.00000000006 0.72230000000000016 114120.00000000001 31158.000000000004 22952.250000000004 16569.000000000004 17174.250000000004 0.0035500000000000006 -630.49999999999989 98130.420000000013 -20155.499999999996 114120.00000000001 -20972.499999999996 -1436.4999999999998 -444.99999999999994 28881.000000000004 12503.250000000002 29497.500000000004 -8944.4999999999982 -4189.4999999999991
decision_type=2 2 9 8 1 2 10 2 2 2 10 10 10 2 2 2 2 10 10 10 2 8 2 8 2 2 8 8 2 2
left_child=2 -2 3 6 -5 -6 -1 15 9 10 11 12 14 -14 -9 20 -17 24 -19 -20 21 22 -4 -13 26 -26 -18 28 -28 -30
right_child=1 -3 7 4 5 -7 -8 8 -10 -11 -12 23 13 -15 -16 16 17 18 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.020428534092316389 0.00028863820895821404 0.012392907026496517 -0.0092486427666694515 0.011055761375167859 0.0074482951131321744 -0.01095056089687624 0.0047819606230965614 0.0082559204467744108 -0.00013035533335970764 -0.0075083196754932493 -0.0042587683427641092 0.0078174771145142069 0.0046115852005710681 0.022440188418555454 -0.0031278903432978211 0.011397447996575678 -0.010641862843037666 -0.0081766138785518971 0.015678420948267484 -0.0065763019567703406 -0.01064142642824327 0.0013423818328824142 0.006731416494294859 0.026253245141089059 -0.0011119755010416856 0.014540065861733132 0.02487933791777408 -0.00074536227588326443 -0.010793064097657462 0.01240926883611986
leaf_count=24 26 21 212 26 20 42 23 58 4880 61 69 21 35 25 105 45 58 333 27 50 168 251 33 33 39 35 30 1180 34 36
internal_value=0 0.579627 -0.00760087 0.287892 0.0971503 -0.572654 1.34061 -0.0177823 0.0140776 0.390696 0.525513 0.719359 0.464898 1.35767 0.113732 -0.131725 -0.0374057 -0.0811698 -0.535378 0.309544 -0.44309 -0.224607 -0.648608 1.90758 0.0211577 0.699716 -0.0366179 0.00644303 0.791085 0.298608
internal_count=8000 47 7953 135 88 62 47 7818 5287 407 346 277 223 60 163 2531 1867 1822 410 77 664 496 245 54 1412 74 1338 1280 100 70
cat_boundaries=0 1 2
cat_threshold=17 16
shrinkage=0.01


Tree=298
num_leaves=31
num_cat=3
split_feature=18 18 18 19 15 18 0 9 17 14 6 17 0 6 13 5 15 9 9 3 18 16 16 19 14 13 16 14 14 13
split_gain=1.7788 3.18495 2.09299 3.85609 3.95023 6.77365 5.66262 3.84919 3.17826 3.07692 2.52494 2.41816 2.00623 3.23512 5.5219 6.28323 6.31192 4.29957 9.81952 3.17019 2.95306 2.90021 3.74315 4.33579 5.09432 5.03297 3.50071 5.66977 4.73943 4.58869
threshold=0.32130000000000009 0.24905000000000002 0.046250000000000006 2.5000000000000004 0.81380000000000019 0.072350000000000012 0 -1197.4999999999998 0.32500000000000007 29738.250000000004 0.32790000000000002 0.41000000000000009 1 0.015150000000000002 76585.500000000015 -13317.499999999998 0.82035000000000013 -886.49999999999989 -718.49999999999989 2 0.041000000000000002 4.5000000000000009 8.5000000000000018 2.5000000000000004 25663.500000000004 72906.750000000015 28.500000000000004 31270.500000000004 38268.000000000007 225002.25000000003
decision_type=10 10 10 2 10 10 1 8 8 2 10 10 1 10 8 2 8 10 10 9 10 8 8 2 2 8 8 2 2 8
left_child=1 2 10 4 8 -6 7 -7 -4 -10 11 12 20 19 15 -15 -17 -16 -19 -14 -1 -21 23 25 -25 -23 27 -24 29 -29
right_child=-2 -3 3 -5 5 6 -8 -9 9 -11 -12 -13 13 14 17 16 -18 18 -20 21 -22 22 26 24 -26 -27 -28 28 -30 -31
leaf_value=0.00074129745720775801 -0.010637229304185482 0.014427429558066845 -0.0042573216710602721 -0.0084097254283565757 -0.010651068765978509 0.0095017982264604048 -0.0023535786143386332 0.036055062429287923 -0.0020617202142668603 0.022978764438790801 0.012432332580815384 -0.010498255073156756 -0.002449292534511338 -0.0053904337834080416 -0.0099452399843104177 0.015230405246299292 -0.0063274945913424233 0.018429761002219706 -0.0065900487283618026 -0.0051640574648919944 0.014580008304606684 0.013808455993330143 -0.0073389894831322059 0.0028968395848940772 0.024710787315323519 -0.0057414431244814266 0.00075672328557929974 0.020790892586638736 -0.0031966700625883217 -0.0031377550345967919
leaf_count=2475 35 25 281 147 32 20 22 20 22 20 21 60 678 172 306 47 26 34 131 178 21 32 215 25 27 67 2728 33 80 20
internal_value=0 0.000569397 -0.00323975 -0.260217 -0.0392387 0.755193 1.52069 2.463 -0.267693 0.921984 0.0108454 0.007108 0.0112941 -0.0396105 -0.328599 0.203933 0.883023 -0.628716 -0.0968063 -0.00458737 0.0836905 0.0388994 0.0614077 0.656192 1.41992 0.0959552 0.0351477 -0.341225 0.305954 1.20513
internal_count=8000 7965 7940 564 417 94 62 40 323 42 7376 7355 7295 4799 716 245 73 471 165 4083 2496 3405 3227 151 52 99 3076 348 133 53
cat_boundaries=0 1 2 3
cat_threshold=1 2 34
shrinkage=0.01


Tree=299
num_leaves=31
num_cat=3
split_feature=17 15 14 13 9 0 15 15 15 5 5 13 16 5 11 18 13 11 14 4 16 2 13 13 9 9 14 11 19 9
split_gain=1.76421 3.07955 3.25161 3.06456 2.27228 1.82481 2.86077 3.09334 3.16017 2.76208 4.87098 4.14699 5.33778 6.41845 3.62981 2.92078 3.60621 4.27811 5.53861 4.5133 8.11129 7.52271 3.59107 3.91453 5.45455 8.64073 6.22932 5.45537 3.60854 3.56983
threshold=0.25000000000000006 0.76155000000000006 29594.250000000004 63110.250000000007 -895.49999999999989 0 0.54915000000000014 0.61775000000000013 0.64390000000000003 -10218.499999999998 -10405.499999999998 52779.510000000002 4.5000000000000009 -9236.4999999999982 -3100.9999999999995 0.17190000000000003 31545.000000000004 -5264.4999999999991 43796.250000000007 1 10.500000000000002 2 815062.50000000012 93620.250000000015 -2560.4999999999995 -2335.9999999999995 29223.000000000004 -6425.9999999999991 2.5000000000000004 -1032.4999999999998
decision_type=10 10 2 10 10 1 8 8 8 2 2 10 8 2 2 10 10 2 2 1 8 1 8 10 8 8 2 2 2 10
left_child=5 -2 3 -3 -5 6 -1 -8 -9 10 15 -11 -13 -14 -15 16 -10 18 19 20 -18 -22 23 28 -25 -26 27 -27 -21 -28
right_child=1 2 -4 4 -6 -7 7 8 9 11 -12 12 13 14 -16 -17 17 -19 -20 22 21 -23 -24 24 25 26 29 -29 -30 -31
leaf_value=-0.011200906730307068 -0.010445934877234504 0.013323114920298211 -0.0076670203107688274 -0.010738974094157274 0.0060552900403031641 -0.0004132328878718375 0.010897333757269959 -0.011050026811719753 0.0027062716456283907 -0.005297027740145511 0.011435524295536617 0.016408343169770877 -0.0060952924595223416 0.00064128669490074331 0.015364701120252535 0.012992376713358962 -0.0062418718811265098 -0.0017270448960064069 -0.0063088471191354604 0.0016857140052013719 0.0072314779181758349 0.030075717349503914 -0.010795963048261293 -0.010946627463390901 0.026956172826817316 -0.0058767936756454718 0.0026259607077479797 0.013189559142993726 -0.010925766599356146 0.018998438314237632
leaf_count=27 122 27 105 35 27 5064 26 31 659 157 38 21 84 38 25 27 36 886 108 107 41 23 35 25 20 85 25 23 44 29
internal_value=0 -0.358611 -0.0279043 0.452623 -0.175113 0.00617764 0.0738462 0.0840793 0.07083 0.0825591 0.129517 -0.176701 0.160964 -0.0418782 0.681153 0.10451 0.0914686 -0.017077 0.220975 0.363404 1.02053 1.61849 0.187793 0.279601 0.580472 0.76892 0.480173 -0.0965665 -0.172502 1.2798
internal_count=8000 316 194 89 62 7684 2620 2593 2567 2536 2211 325 168 147 63 2173 2146 1487 601 493 100 64 393 358 207 182 162 108 151 54
cat_boundaries=0 1 2 3
cat_threshold=2 1 2
shrinkage=0.01


Tree=300
num_leaves=31
num_cat=2
split_feature=18 18 18 19 15 18 0 9 17 14 6 17 16 2 11 5 5 16 5 11 16 14 14 13 14 14 18 7 14 11
split_gain=1.76293 3.06611 2.05388 3.81175 3.85527 6.55228 5.39193 3.57094 3.12957 2.95549 2.4506 2.38143 1.99583 3.69111 8.43237 3.45741 4.81337 4.1807 4.17689 3.67707 3.66591 3.35269 6.90008 2.79556 3.14114 4.72856 2.735 2.6254 4.05216 4.53751
threshold=0.32130000000000009 0.24905000000000002 0.046250000000000006 2.5000000000000004 0.81380000000000019 0.072350000000000012 0 -1197.4999999999998 0.32500000000000007 29738.250000000004 0.32790000000000002 0.41000000000000009 7.5000000000000009 1 -9411.4999999999982 -19449.499999999996 -18760.499999999996 5.5000000000000009 -13008.499999999998 -8163.4999999999991 1.5000000000000002 32276.250000000004 37804.500000000007 28362.015000000003 35991.000000000007 29049.750000000004 0.021800000000000003 1.0000000180025095e-35 8689.5000000000018 -854.49999999999989
decision_type=10 10 10 2 10 10 1 8 8 2 10 10 8 1 2 2 2 10 2 2 10 2 2 10 2 2 10 2 2 2
left_child=1 2 10 4 8 -6 7 -7 -4 -10 11 12 13 15 -15 -1 -17 18 19 -18 -20 -19 -23 -22 25 -25 -16 -14 -29 -30
right_child=-2 -3 3 -5 5 6 -8 -9 9 -11 -12 -13 27 14 26 16 17 21 20 -21 23 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0082974082407486077 -0.010633681938223935 0.014068568690551002 -0.0042329688357724774 -0.0083845662889870838 -0.010643334517977197 0.009312069263568987 -0.0023516687118017797 0.034673777573569799 -0.0020260521548686036 0.022428006783295401 0.01219712476711861 -0.010492672599464603 2.0033253644528483e-05 0.018661802234256418 -0.0087710739076893637 0.017248887985226866 0.011264042515621691 -0.010854928302461797 -0.0037718951140342711 -0.0043293392536140965 -0.00077438538099167716 0.016298049991041445 -0.0080264867781441734 0.015713369599387059 0.022180984614680054 -0.0053156263903454083 0.0078014961539308817 0.015608267770815672 0.0028194531745838842 -0.0043867938448383312
leaf_count=103 35 25 281 147 32 20 22 20 22 20 21 60 5675 22 251 29 31 79 31 162 25 21 53 31 25 21 21 26 585 104
internal_value=0 0.000532734 -0.0032287 -0.258137 -0.0389728 0.742939 1.48455 2.38907 -0.265621 0.911217 0.0107094 0.00701129 0.0111372 -0.16823 -0.55793 0.00185378 0.109096 0.022346 0.26332 -0.176453 0.686676 -0.510003 0.0636695 0.988132 1.28269 0.80145 -0.763514 0.0315795 0.213247 0.169293
internal_count=8000 7965 7940 564 417 94 62 40 323 42 7376 7355 7295 905 294 611 508 479 326 193 133 153 74 102 77 52 272 6390 715 689
cat_boundaries=0 1 2
cat_threshold=1 2
shrinkage=0.01


Tree=301
num_leaves=31
num_cat=1
split_feature=11 13 14 13 14 5 16 13 5 9 18 6 17 15 15 13 16 11 9 2 16 9 5 11 19 14 14 18 13 14
split_gain=1.77331 4.91372 6.20727 8.62752 4.47864 3.0743 4.20346 6.00581 4.68663 8.08714 2.94636 6.91928 7.08489 5.45137 3.65508 3.64691 2.91498 4.54997 8.76094 4.01424 3.78982 3.78785 4.69421 3.7281 3.40947 3.33126 3.23005 6.39364 4.45138 3.16835
threshold=-9136.4999999999982 35511.750000000007 20601.000000000004 26405.505000000001 13106.250000000002 -22464.999999999996 17.500000000000004 54033.165000000008 -24116.999999999996 -918.99999999999989 0.0042500000000000012 0.0081500000000000027 1.0000000180025095e-35 0.6896500000000001 0.82035000000000013 103585.95000000001 39.500000000000007 -9006.4999999999982 -1385.4999999999998 0 5.5000000000000009 -236.49999999999997 -12120.499999999998 -316.49999999999994 1.5000000000000002 27861.750000000004 18580.500000000004 0.00030000000000000008 18029.250000000004 43274.250000000007
decision_type=2 8 2 10 2 2 8 10 2 8 8 10 8 10 10 10 8 2 10 1 10 10 2 2 2 2 2 8 8 2
left_child=1 2 3 4 -1 6 7 -2 9 -8 11 12 13 15 -12 -3 19 18 -18 26 -21 -22 -23 -19 25 -25 27 -7 -28 -30
right_child=5 10 -4 -5 -6 16 8 -9 -10 -11 14 -13 -14 -15 -16 -17 17 23 -20 20 21 22 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.010967935051598722 -0.010627074014540891 -0.0016012487927916927 -0.0029478439618283192 0.035145494782786953 0.012903690722436389 0.010656493299690274 -0.01046160993498371 0.020075382628537669 -0.0078638133133229378 0.022225513658614363 -0.0051518842878613457 -0.0071005740780687747 -0.010561955879026249 0.030097621343207436 0.011763090999900539 0.01814031084832049 0.027631474382659161 0.00094775705025983441 -0.0047586078141293045 -0.008702245908038515 -0.0029663802970962346 -0.0032841926188312931 0.016227949117731101 -0.0064689970301944856 -0.0065206637809849732 0.01156496382495815 -0.0076583096957896528 -0.006252561261939381 0.002541393694010013 -0.0022810211459044377
leaf_count=22 22 36 107 20 30 28 40 32 317 28 704 131 36 22 25 27 20 3907 22 185 485 28 20 21 166 20 78 217 917 287
internal_value=0 -0.169287 0.471985 1.2907 0.479416 0.0159644 -0.368148 0.799981 -0.547716 0.582824 -0.302946 0.116222 0.792109 1.35457 -0.451112 0.724237 0.0312444 0.0825391 1.24185 -0.0815642 -0.318525 -0.178812 0.640609 0.0712056 -0.390012 0.390293 0.0260205 -0.3689 0.101546 0.157998
internal_count=8000 1160 179 72 52 6840 439 54 385 68 981 252 121 85 729 63 6401 4156 42 2245 718 533 48 4114 207 41 1527 245 1282 1204
cat_boundaries=0 1
cat_threshold=2
shrinkage=0.01


Tree=302
num_leaves=31
num_cat=2
split_feature=11 18 6 14 11 15 13 11 11 13 2 19 9 9 18 13 5 5 11 13 5 5 3 14 9 5 9 7 13 13
split_gain=1.75339 3.05924 5.38344 2.22479 3.24266 3.08615 2.90136 3.11243 3.71863 4.23483 4.58575 4.52643 3.34967 2.57877 2.57606 2.53187 2.30933 5.43646 4.35919 2.37809 2.93639 2.00935 1.97268 3.29832 4.45098 4.83216 4.10471 2.78618 3.88167 2.98287
threshold=-11707.999999999998 0.010350000000000002 0.32790000000000002 13286.250000000002 -7570.4999999999991 0.67005000000000015 51309.000000000007 -6534.4999999999991 -5408.9999999999991 58322.250000000007 0 1.5000000000000002 -1139.4999999999998 -828.49999999999989 0.0046500000000000005 1.0000000180025095e-35 -20895.499999999996 -22758.499999999996 -8413.4999999999982 122121.00000000001 -17676.499999999996 -12892.499999999998 1 37707.750000000007 -2507.4999999999995 -13436.499999999998 -2690.9999999999995 1.0000000180025095e-35 67176.000000000015 153644.85000000003
decision_type=2 8 8 2 2 10 8 2 2 10 1 2 10 8 10 10 2 2 2 8 2 2 9 2 8 2 10 2 10 10
left_child=1 2 -1 4 14 6 15 -8 13 11 -11 -10 -12 -9 16 -6 17 -2 19 20 -18 -14 23 24 25 26 -5 29 -29 -26
right_child=3 -3 -4 22 5 -7 7 8 9 10 12 -13 21 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0065994496090766045 -0.0025833215237799734 -0.0077168897311193753 0.015477219355061694 -0.010496554940102178 0.0029621851304769591 -0.009305221329576242 -0.01079462032921108 0.019752539186401918 0.018098481469270331 -0.0084878114069573771 -0.010767921948414187 0.00067106309298129655 0.015203174118468981 0.0016437695959081145 -0.010550372587439474 -0.0095463253763079167 -0.010829449990175561 0.026444527661590233 0.01163415341263394 -0.010797727626329787 0.0084579996482703271 0.0012152401867428254 0.0004767905491037012 -0.0061193521556664032 -0.00082340393592867051 0.02150302818948702 0.011806325253399093 -0.0057617629868344311 0.012726532193562195 -0.0080687729847421143
leaf_count=85 28 233 36 38 26 148 44 21 21 150 22 63 26 20 37 117 22 20 33 40 22 20 5881 239 351 20 27 26 36 148
internal_value=0 -0.379965 0.268768 0.00569283 -0.182329 -0.312029 -0.198086 -0.0346096 0.0733823 -0.0729774 -0.398279 0.522743 0.321891 1.08969 0.258881 -0.67803 0.41118 1.24397 0.170805 -0.319762 0.202508 0.762185 0.0264886 -0.142684 -0.0266523 0.841868 0.121976 -0.157104 0.551513 -0.272222
internal_count=8000 354 121 7646 880 678 530 387 343 302 218 84 68 41 202 143 165 48 117 84 44 46 6766 885 646 85 65 561 62 499
cat_boundaries=0 1 2
cat_threshold=2 2
shrinkage=0.01


Tree=303
num_leaves=31
num_cat=2
split_feature=17 15 3 13 9 15 13 9 9 14 17 11 9 7 13 9 18 11 9 18 6 13 16 0 5 11 11 9 15 19
split_gain=1.74542 1.84948 1.75773 3.9218 3.34993 2.18805 2.19472 2.96999 3.0717 3.81345 7.6665 2.15695 2.5735 2.32646 5.26984 6.9024 3.87479 3.27686 3.34777 3.31596 5.57436 3.69272 4.59038 4.08526 4.03839 3.89342 3.65668 3.44896 6.04588 4.04612
threshold=0.41000000000000009 0.84645000000000004 0 311337.00000000006 -975.49999999999989 0.95100000000000018 1127052.0000000002 -2435.4999999999995 -1022.4999999999999 39919.500000000007 0.20660000000000003 -11707.999999999998 -2818.4999999999995 1.0000000180025095e-35 336332.25000000006 -1897.4999999999998 0.0043500000000000006 -11000.999999999998 -1588.4999999999998 0.090750000000000011 0.010850000000000002 27513.000000000004 13.500000000000002 1 -12120.499999999998 -1991.9999999999998 -8519.4999999999982 -1719.4999999999998 0.68310000000000015 2.5000000000000004
decision_type=10 10 9 8 10 10 10 8 8 2 8 2 8 2 10 10 10 2 8 10 10 10 8 1 2 2 2 10 8 2
left_child=2 -2 3 4 -1 6 11 -8 -9 -10 -11 12 -4 17 -15 -16 -17 -13 19 21 -21 22 -19 27 25 26 -24 28 -23 -29
right_child=1 -3 5 -5 -6 -7 7 8 9 10 -12 13 -14 14 15 16 -18 18 -20 20 -22 23 24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.007102075652492254 -0.010529801845678014 0.0038071187315151462 0.012268600878770622 0.013957158244658463 -0.0074257253052908536 -0.0066491177131298273 0.0080709476424058561 -0.010926791027004777 -0.0055975582657207291 -0.010766114772247403 0.017257505131244549 0.0072827550197318847 -0.0056091151836385467 0.00083993875431778448 0.023131433703936215 0.0076711873657674748 -0.010894178960457513 -0.0068488934620779219 0.00029023601556422702 -0.0011072501278006253 0.027048587059583112 0.013599143128468039 0.010905394643417816 -0.0050199237120955647 0.012592697109859217 0.013679452106016309 -0.0050662071551590198 0.015925332417245558 -0.0030582177555390413 -0.0045400237079633848
leaf_count=58 82 23 21 36 38 108 32 91 123 28 34 106 316 683 20 55 22 74 4444 46 20 28 28 895 31 27 115 30 364 22
internal_value=0 -0.633528 0.00248558 0.291853 0.11011 -0.00777699 -0.00203383 -0.324823 -0.454064 -0.190095 0.610063 0.0100791 -0.422607 0.0192933 0.184198 0.898204 0.360055 -0.00733861 -0.0171057 -0.178343 0.829516 -0.211202 0.174233 -0.310007 0.444292 0.11511 -0.174726 -0.0343026 -0.161711 0.82012
internal_count=8000 105 7895 132 96 7763 7655 308 276 185 62 7347 337 7010 780 97 77 6230 6124 1680 66 1614 275 1339 201 170 143 444 392 52
cat_boundaries=0 1 2
cat_threshold=17 2
shrinkage=0.01


end of trees

feature importances:
DAYS_REGISTRATION=1249
DAYS_BIRTH=1151
DAYS_CREDIT=1143
AMT_CREDIT_SUM=1049
AMT_ANNUITY=1040
YEARS_BUILD_MODE=558
OWN_CAR_AGE=546
COMMONAREA_MODE=482
NONLIVINGAREA_AVG=462
ELEVATORS_AVG=296
CODE_GENDER=218
NAME_INCOME_TYPE=208
DEF_30_CNT_SOCIAL_CIRCLE=208
CNT_FAM_MEMBERS=196
NAME_TYPE_SUITE=169
FLAG_OWN_REALTY=118
AMT_REQ_CREDIT_BUREAU_DAY=14
FLAG_OWN_CAR=13

parameters:
[boosting: gbdt]
[objective: binary]
[metric: auc]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.01]
[num_leaves: 31]
[num_threads: 0]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 1]
[feature_fraction_seed: 2]
[early_stopping_round: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[verbosity: -1]
[max_bin: 255]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[histogram_pool_size: -1]
[data_random_seed: 1]
[output_model: LightGBM_model.txt]
[snapshot_freq: -1]
[input_model: ]
[output_result: LightGBM_predict_result.txt]
[initscore_filename: ]
[valid_data_initscores: ]
[pre_partition: 0]
[enable_bundle: 1]
[max_conflict_rate: 0]
[is_enable_sparse: 1]
[sparse_threshold: 0.8]
[use_missing: 1]
[zero_as_missing: 0]
[two_round: 0]
[save_binary: 0]
[enable_load_from_binary_file: 1]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[predict_raw_score: 0]
[predict_leaf_index: 0]
[predict_contrib: 0]
[num_iteration_predict: -1]
[pred_early_stop: 0]
[pred_early_stop_freq: 10]
[pred_early_stop_margin: 10]
[convert_model_language: ]
[convert_model: gbdt_prediction.cpp]
[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]
[max_position: 20]
[label_gain: ]
[metric_freq: 1]
[is_provide_training_metric: 0]
[eval_at: ]
[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]

end of parameters

pandas_categorical:[]